debug.log

2023-12-18 17:12:44,896 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-18 17:12:44,896 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-18 17:12:44,896 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-18 17:16:01,690 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-18 17:16:01,690 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-18 17:16:01,690 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-18 17:20:07,586 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-18 17:20:07,586 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-18 17:20:07,586 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-18 17:24:57,475 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-18 17:24:57,475 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-18 17:24:57,475 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-18 17:25:58,098 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-18 17:25:58,098 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-18 17:25:58,098 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-18 17:26:40,281 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-18 17:26:40,281 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-18 17:26:40,281 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-18 17:27:33,571 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-18 17:27:33,571 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-18 17:27:33,571 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-18 17:27:59,817 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-18 17:27:59,817 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-18 17:27:59,817 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-18 17:32:50,713 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-18 17:32:50,713 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-18 17:32:50,713 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-18 17:36:04,669 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-18 17:36:04,669 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-18 17:36:04,669 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-18 17:37:55,084 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-18 17:37:55,085 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-18 17:37:55,085 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-18 17:41:26,352 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-18 17:41:26,352 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-18 17:41:26,352 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-18 17:43:32,509 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-18 17:43:32,509 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-18 17:43:32,509 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-18 17:44:30,359 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-18 17:44:30,359 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-18 17:44:30,359 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-18 17:46:27,366 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-18 17:46:27,366 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-18 17:46:27,366 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-18 17:58:23,523 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-18 17:58:23,524 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-18 17:58:23,524 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-18 17:59:15,083 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-18 17:59:15,083 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-18 17:59:15,083 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-18 18:00:15,242 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-18 18:00:15,243 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-18 18:00:15,243 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-18 18:08:58,780 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-18 18:08:58,781 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-18 18:08:58,781 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-18 18:15:58,920 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-18 18:15:58,921 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-18 18:15:58,921 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-18 18:28:14,392 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-18 18:28:14,392 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-18 18:28:14,392 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-18 18:33:19,891 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-18 18:33:19,892 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-18 18:33:19,892 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-18 18:37:20,035 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-18 18:37:20,036 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-18 18:37:20,036 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-18 18:38:08,326 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-18 18:38:08,326 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-18 18:38:08,326 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-18 18:41:14,102 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-18 18:41:14,103 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-18 18:41:14,103 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-18 18:42:22,303 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-18 18:42:22,303 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-18 18:42:22,303 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-18 18:43:11,466 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-18 18:43:11,467 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-18 18:43:11,467 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-18 18:44:19,589 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-18 18:44:19,589 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-18 18:44:19,589 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-18 18:45:24,526 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-18 18:45:24,527 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-18 18:45:24,527 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-18 18:48:41,496 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-18 18:48:41,497 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-18 18:48:41,497 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-18 18:49:52,783 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-18 18:49:52,783 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-18 18:49:52,783 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-18 18:50:35,281 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-18 18:50:35,281 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-18 18:50:35,281 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-18 18:51:52,381 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-18 18:51:52,382 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-18 18:51:52,382 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-18 18:52:37,548 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-18 18:52:37,548 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-18 18:52:37,548 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-18 18:55:23,016 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-18 18:55:23,017 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-18 18:55:23,017 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-18 18:56:26,134 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-18 18:56:26,134 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-18 18:56:26,134 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-18 18:58:56,636 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-18 18:58:56,637 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-18 18:58:56,637 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-18 19:06:18,830 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-18 19:06:18,831 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-18 19:06:18,831 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-18 19:06:24,709 [INFO] Backbone: efficientnet-b3
2023-12-18 19:06:24,834 [INFO] Backbone: efficientnet-b3
2023-12-18 19:07:13,328 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-18 19:07:13,329 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-18 19:07:13,329 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-18 19:07:19,172 [INFO] Backbone: efficientnet-b3
2023-12-18 19:07:19,295 [INFO] Backbone: efficientnet-b3
2023-12-19 09:53:13,399 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-19 09:53:13,400 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-19 09:53:13,400 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-19 09:57:32,329 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-19 09:57:32,329 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-19 09:57:32,329 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-19 10:00:15,382 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-19 10:00:15,382 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-19 10:00:15,382 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-19 10:06:41,327 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-19 10:06:41,328 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-19 10:06:41,328 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-19 10:08:03,677 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-19 10:08:03,677 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-19 10:08:03,677 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-19 10:12:58,447 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-19 10:12:58,448 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-19 10:12:58,448 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-19 10:13:45,885 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-19 10:13:45,885 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-19 10:13:45,885 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-19 10:17:24,779 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-19 10:17:24,780 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-19 10:17:24,780 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-19 10:18:03,818 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-19 10:18:03,818 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-19 10:18:03,818 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-19 10:19:06,988 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-19 10:19:06,988 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-19 10:19:06,988 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-19 10:27:58,997 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-19 10:27:58,998 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-19 10:27:58,998 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-19 10:49:09,937 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-19 10:49:09,937 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-19 10:49:09,937 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-19 10:52:52,863 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-19 10:52:52,863 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-19 10:52:52,863 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-19 10:54:40,442 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-19 10:54:40,443 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-19 10:54:40,443 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-19 10:56:14,513 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-19 10:56:14,513 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-19 10:56:14,513 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-19 10:57:44,379 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-19 10:57:44,379 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-19 10:57:44,379 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-19 10:58:30,557 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-19 10:58:30,557 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-19 10:58:30,557 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-19 10:59:27,964 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-19 10:59:27,964 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-19 10:59:27,964 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-19 11:14:57,759 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-19 11:14:57,759 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-19 11:14:57,759 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-19 11:28:36,485 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-19 11:28:36,485 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-19 11:28:36,485 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-19 11:53:09,595 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-19 11:53:09,595 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-19 11:53:09,595 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-19 11:53:45,222 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-19 11:53:45,223 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-19 11:53:45,223 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-19 11:56:20,632 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-19 11:56:20,632 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-19 11:56:20,632 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-19 12:32:11,472 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-19 12:32:11,473 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-19 12:32:11,473 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-19 12:33:20,758 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-19 12:33:20,758 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-19 12:33:20,759 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-19 12:34:16,632 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-19 12:34:16,632 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-19 12:34:16,632 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-19 12:35:42,201 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-19 12:35:42,201 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-19 12:35:42,201 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-19 12:40:11,002 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-19 12:40:11,003 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-19 12:40:11,003 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-19 12:40:57,532 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-19 12:40:57,532 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-19 12:40:57,532 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-19 12:42:43,381 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-19 12:42:43,381 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-19 12:42:43,381 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-19 12:43:59,467 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-19 12:43:59,467 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-19 12:43:59,467 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-19 12:44:35,087 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-19 12:44:35,087 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-19 12:44:35,087 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-19 12:46:39,616 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-19 12:46:39,616 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-19 12:46:39,616 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-19 12:47:23,136 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-19 12:47:23,136 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-19 12:47:23,136 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-19 12:48:03,172 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-19 12:48:03,172 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-19 12:48:03,172 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-19 12:49:32,302 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-19 12:49:32,303 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-19 12:49:32,303 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-19 13:03:32,341 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-19 13:03:32,341 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-19 13:03:32,341 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-19 18:39:24,521 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-19 18:39:24,521 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-19 18:39:24,521 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-19 18:40:44,736 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-19 18:40:44,736 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-19 18:40:44,736 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-19 18:41:34,435 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-19 18:41:34,435 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-19 18:41:34,435 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-19 19:22:05,006 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-19 19:22:05,007 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-19 19:22:05,007 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-21 16:24:11,946 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-21 16:24:11,947 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-21 16:24:11,947 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-21 16:50:47,330 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-21 16:50:47,330 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-21 16:50:47,330 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-21 17:05:56,472 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-21 17:05:56,473 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-21 17:05:56,473 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-21 17:06:57,434 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-21 17:06:57,434 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-21 17:06:57,434 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-21 17:16:39,479 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-21 17:16:39,479 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-21 17:16:39,479 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-21 17:26:49,207 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-21 17:26:49,208 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-21 17:26:49,208 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-21 17:27:23,091 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-21 17:27:23,091 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-21 17:27:23,091 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-21 17:29:22,546 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-21 17:29:22,546 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-21 17:29:22,546 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-21 17:31:21,685 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-21 17:31:21,685 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-21 17:31:21,686 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-21 17:34:39,728 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-21 17:34:39,729 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-21 17:34:39,729 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-21 17:55:50,308 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-21 17:55:50,309 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-21 17:55:50,309 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-21 18:00:36,629 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-21 18:00:36,629 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-21 18:00:36,629 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-21 18:02:29,444 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-21 18:02:29,445 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-21 18:02:29,445 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-21 18:05:45,333 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-21 18:05:45,333 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-21 18:05:45,333 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-21 18:08:10,374 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-21 18:08:10,374 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-21 18:08:10,374 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-21 18:12:34,699 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-21 18:12:34,699 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-21 18:12:34,699 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-21 18:31:18,531 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-21 18:31:18,531 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-21 18:31:18,531 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-21 18:31:55,755 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-21 18:31:55,755 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-21 18:31:55,755 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-21 18:32:12,477 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-21 18:32:12,477 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-21 18:32:12,477 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-21 18:32:51,857 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-21 18:32:51,857 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-21 18:32:51,857 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-21 18:34:16,828 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-21 18:34:16,828 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-21 18:34:16,828 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-21 18:37:57,264 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-21 18:37:57,264 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-21 18:37:57,264 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-21 18:41:25,836 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-21 18:41:25,836 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-21 18:41:25,836 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-21 18:42:12,391 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-21 18:42:12,391 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-21 18:42:12,391 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-21 18:49:37,547 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-21 18:49:37,547 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-21 18:49:37,547 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-21 18:50:07,956 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-21 18:50:07,956 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-21 18:50:07,956 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-21 18:53:30,938 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-21 18:53:30,938 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-21 18:53:30,938 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-21 18:53:51,276 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-21 18:53:51,276 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-21 18:53:51,276 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-21 18:55:50,867 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-21 18:55:50,867 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-21 18:55:50,867 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-21 19:04:25,644 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-21 19:04:25,645 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-21 19:04:25,645 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-21 19:05:36,551 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-21 19:05:36,551 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-21 19:05:36,551 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-21 19:19:05,240 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-21 19:19:05,241 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-21 19:19:05,241 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-21 19:19:34,194 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-21 19:19:34,194 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-21 19:19:34,194 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-21 19:20:37,875 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-21 19:20:37,875 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-21 19:20:37,875 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-21 20:29:16,600 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-21 20:29:16,601 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-21 20:29:16,601 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-21 20:30:50,840 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-21 20:30:50,840 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-21 20:30:50,841 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-21 20:31:14,340 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-21 20:31:14,340 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-21 20:31:14,340 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-21 20:33:48,761 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-21 20:33:48,761 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-21 20:33:48,761 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-21 20:35:01,303 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-21 20:35:01,304 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-21 20:35:01,304 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-21 20:36:09,467 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-21 20:36:09,468 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-21 20:36:09,468 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-21 20:38:09,045 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-21 20:38:09,046 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-21 20:38:09,046 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-21 20:39:35,183 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-21 20:39:35,184 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-21 20:39:35,184 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-21 20:44:42,665 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-21 20:44:42,666 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-21 20:44:42,666 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-22 09:29:17,326 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-22 09:29:17,327 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-22 09:29:17,327 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-22 10:11:20,726 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-22 10:11:20,727 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-22 10:11:20,727 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-22 14:10:59,320 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-22 14:10:59,321 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-22 14:10:59,321 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-22 14:16:12,269 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-22 14:16:12,270 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-22 14:16:12,270 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-22 14:18:04,641 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-22 14:18:04,642 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-22 14:18:04,642 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-22 14:19:06,969 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-22 14:19:06,970 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-22 14:19:06,970 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-22 14:22:53,018 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-22 14:22:53,019 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-22 14:22:53,019 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-22 17:01:03,890 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-22 17:01:03,891 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-22 17:01:03,891 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-22 17:01:35,947 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-22 17:01:35,947 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-22 17:01:35,947 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-22 17:02:19,136 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-22 17:02:19,136 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-22 17:02:19,136 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-22 17:03:47,583 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-22 17:03:47,583 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-22 17:03:47,583 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-22 17:05:50,181 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-22 17:05:50,181 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-22 17:05:50,181 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-22 17:11:46,918 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-22 17:11:46,919 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-22 17:11:46,919 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-22 17:19:06,608 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-22 17:19:06,609 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-22 17:19:06,609 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-22 17:20:25,652 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-22 17:20:25,653 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-22 17:20:25,653 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-22 17:22:34,826 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-22 17:22:34,826 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-22 17:22:34,826 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-22 17:23:01,006 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-22 17:23:01,007 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-22 17:23:01,007 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-22 17:24:52,333 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-22 17:24:52,334 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-22 17:24:52,334 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-22 17:26:26,840 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-22 17:26:26,841 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-22 17:26:26,841 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-22 17:27:07,357 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-22 17:27:07,358 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-22 17:27:07,358 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-22 17:30:01,000 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-22 17:30:01,000 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-22 17:30:01,000 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-22 17:30:38,644 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-22 17:30:38,645 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-22 17:30:38,645 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-22 17:31:53,874 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-22 17:31:53,875 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-22 17:31:53,875 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-22 17:32:40,294 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-22 17:32:40,295 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-22 17:32:40,295 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-22 17:34:08,359 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-22 17:34:08,360 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-22 17:34:08,360 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-22 17:35:21,075 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-22 17:35:21,076 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-22 17:35:21,076 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-22 17:40:02,172 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-22 17:40:02,173 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-22 17:40:02,173 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-22 17:43:44,438 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-22 17:43:44,439 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-22 17:43:44,439 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-22 17:44:08,382 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-22 17:44:08,383 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-22 17:44:08,383 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-22 17:46:12,147 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-22 17:46:12,148 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-22 17:46:12,148 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-22 17:54:31,393 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-22 17:54:31,394 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-22 17:54:31,394 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-22 17:55:16,375 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-22 17:55:16,376 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-22 17:55:16,376 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-22 17:57:54,921 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-22 17:57:54,922 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-22 17:57:54,922 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-22 18:06:24,497 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-22 18:06:24,498 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-22 18:06:24,498 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-22 18:06:57,863 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-22 18:06:57,864 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-22 18:06:57,864 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-22 18:07:42,044 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-22 18:07:42,045 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-22 18:07:42,045 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-22 18:27:39,508 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-22 18:27:39,509 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-22 18:27:39,509 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-22 18:28:31,772 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-22 18:28:31,773 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-22 18:28:31,773 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-22 18:32:42,652 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-22 18:32:42,653 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-22 18:32:42,653 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2023-12-22 18:33:55,135 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2023-12-22 18:33:55,136 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2023-12-22 18:33:55,136 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-08 09:57:31,095 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-08 09:57:31,096 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-08 09:57:31,096 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-08 11:36:11,210 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-08 11:36:11,211 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-08 11:36:11,211 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-10 11:52:21,436 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-10 11:52:21,437 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-10 11:52:21,437 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-10 15:28:56,115 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-10 15:28:56,116 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-10 15:28:56,116 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-10 15:30:27,338 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-10 15:30:27,338 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-10 15:30:27,338 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-10 15:35:12,908 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-10 15:35:12,909 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-10 15:35:12,909 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-10 15:59:59,323 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-10 15:59:59,324 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-10 15:59:59,324 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-10 16:01:30,989 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-10 16:01:30,989 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-10 16:01:30,989 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-10 16:02:08,326 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-10 16:02:08,327 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-10 16:02:08,327 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-10 16:03:06,762 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-10 16:03:06,762 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-10 16:03:06,762 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-10 16:03:55,851 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-10 16:03:55,852 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-10 16:03:55,852 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-10 16:04:38,353 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-10 16:04:38,353 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-10 16:04:38,353 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-10 16:05:18,096 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-10 16:05:18,096 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-10 16:05:18,096 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-10 16:06:39,093 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-10 16:06:39,093 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-10 16:06:39,093 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-10 16:08:07,529 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-10 16:08:07,529 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-10 16:08:07,529 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-11 20:31:16,736 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-11 20:31:16,736 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-11 20:31:16,736 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-11 20:40:01,700 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-11 20:40:01,700 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-11 20:40:01,700 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-11 20:40:08,373 [INFO] Backbone: efficientnet-b3
2024-01-11 20:40:08,535 [INFO] Backbone: efficientnet-b3
2024-01-15 09:43:35,825 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-15 09:43:35,825 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-15 09:43:35,825 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-15 09:44:35,346 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-15 09:44:35,347 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-15 09:44:35,347 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-15 09:44:41,551 [INFO] Backbone: efficientnet-b3
2024-01-15 09:44:41,709 [INFO] Backbone: efficientnet-b3
2024-01-15 09:48:21,537 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-15 09:48:21,537 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-15 09:48:21,537 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-15 09:48:27,437 [INFO] Backbone: efficientnet-b3
2024-01-15 09:48:27,552 [INFO] Backbone: efficientnet-b3
2024-01-15 09:51:06,244 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-15 09:51:06,244 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-15 09:51:06,244 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-15 09:51:12,043 [INFO] Backbone: efficientnet-b3
2024-01-15 09:51:12,154 [INFO] Backbone: efficientnet-b3
2024-01-15 14:24:47,761 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-15 14:24:47,762 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-15 14:24:47,762 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-15 14:24:54,384 [INFO] Backbone: efficientnet-b3
2024-01-15 14:24:54,553 [INFO] Backbone: efficientnet-b3
2024-01-15 14:29:25,247 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-15 14:29:25,247 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-15 14:29:25,247 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-15 14:29:30,888 [INFO] Backbone: efficientnet-b3
2024-01-15 14:29:31,007 [INFO] Backbone: efficientnet-b3
2024-01-15 14:38:29,527 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-15 14:38:29,528 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-15 14:38:29,528 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-15 14:38:35,615 [INFO] Backbone: efficientnet-b3
2024-01-15 14:38:35,829 [INFO] Backbone: efficientnet-b3
2024-01-15 14:41:31,615 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-15 14:41:31,616 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-15 14:41:31,616 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-15 14:41:37,259 [INFO] Backbone: efficientnet-b3
2024-01-15 14:41:37,422 [INFO] Backbone: efficientnet-b3
2024-01-15 16:22:42,436 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-15 16:22:42,436 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-15 16:22:42,436 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-15 16:22:48,075 [INFO] Backbone: efficientnet-b3
2024-01-15 16:22:48,189 [INFO] Backbone: efficientnet-b3
2024-01-16 11:28:48,670 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 11:28:48,671 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 11:28:48,671 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 12:33:49,514 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 12:33:49,515 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 12:33:49,515 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 12:33:56,353 [INFO] Backbone: efficientnet-b3
2024-01-16 12:33:56,532 [INFO] Backbone: efficientnet-b3
2024-01-16 12:35:05,063 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 12:35:05,064 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 12:35:05,064 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 12:35:44,940 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 12:35:44,941 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 12:35:44,941 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 12:36:20,973 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 12:36:20,973 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 12:36:20,973 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 12:36:26,924 [INFO] Backbone: efficientnet-b3
2024-01-16 12:36:27,051 [INFO] Backbone: efficientnet-b3
2024-01-16 12:47:25,850 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 12:47:25,851 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 12:47:25,851 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 12:47:40,456 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 12:47:40,456 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 12:47:40,456 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 12:48:33,667 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 12:48:33,668 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 12:48:33,668 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 12:48:39,434 [INFO] Backbone: efficientnet-b3
2024-01-16 12:48:39,557 [INFO] Backbone: efficientnet-b3
2024-01-16 12:49:25,730 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 12:49:25,730 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 12:49:25,730 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 12:49:38,513 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 12:49:38,513 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 12:49:38,513 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 12:49:44,626 [INFO] Backbone: efficientnet-b3
2024-01-16 12:49:44,818 [INFO] Backbone: efficientnet-b3
2024-01-16 12:50:35,926 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 12:50:35,927 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 12:50:35,927 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 12:50:41,626 [INFO] Backbone: efficientnet-b3
2024-01-16 12:50:41,750 [INFO] Backbone: efficientnet-b3
2024-01-16 12:52:09,023 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 12:52:09,023 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 12:52:09,023 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 12:52:14,771 [INFO] Backbone: efficientnet-b3
2024-01-16 12:52:14,894 [INFO] Backbone: efficientnet-b3
2024-01-16 12:53:40,548 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 12:53:40,549 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 12:53:40,549 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 12:53:47,134 [INFO] Backbone: efficientnet-b3
2024-01-16 12:53:47,293 [INFO] Backbone: efficientnet-b3
2024-01-16 12:59:06,894 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 12:59:06,895 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 12:59:06,895 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 12:59:13,172 [INFO] Backbone: efficientnet-b3
2024-01-16 12:59:13,302 [INFO] Backbone: efficientnet-b3
2024-01-16 13:04:39,851 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 13:04:39,852 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 13:04:39,852 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 13:04:45,662 [INFO] Backbone: efficientnet-b3
2024-01-16 13:04:45,789 [INFO] Backbone: efficientnet-b3
2024-01-16 15:29:49,914 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 15:29:49,914 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 15:29:49,914 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 15:29:55,647 [INFO] Backbone: efficientnet-b3
2024-01-16 15:29:55,774 [INFO] Backbone: efficientnet-b3
2024-01-16 15:30:34,338 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 15:30:34,338 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 15:30:34,338 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 15:30:41,193 [INFO] Backbone: efficientnet-b3
2024-01-16 15:30:41,437 [INFO] Backbone: efficientnet-b3
2024-01-16 15:43:39,336 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 15:43:39,336 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 15:43:39,337 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 15:43:44,972 [INFO] Backbone: efficientnet-b3
2024-01-16 15:43:45,094 [INFO] Backbone: efficientnet-b3
2024-01-16 15:44:30,610 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 15:44:30,610 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 15:44:30,610 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 15:44:36,565 [INFO] Backbone: efficientnet-b3
2024-01-16 15:44:36,696 [INFO] Backbone: efficientnet-b3
2024-01-16 15:58:51,781 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 15:58:51,782 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 15:58:51,782 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 15:58:57,469 [INFO] Backbone: efficientnet-b3
2024-01-16 15:58:57,590 [INFO] Backbone: efficientnet-b3
2024-01-16 16:01:25,842 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 16:01:25,842 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 16:01:25,842 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 16:01:31,473 [INFO] Backbone: efficientnet-b3
2024-01-16 16:01:31,590 [INFO] Backbone: efficientnet-b3
2024-01-16 16:07:37,871 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 16:07:37,872 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 16:07:37,872 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 16:07:44,119 [INFO] Backbone: efficientnet-b3
2024-01-16 16:07:44,243 [INFO] Backbone: efficientnet-b3
2024-01-16 16:09:46,641 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 16:09:46,641 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 16:09:46,641 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 16:09:52,346 [INFO] Backbone: efficientnet-b3
2024-01-16 16:09:52,465 [INFO] Backbone: efficientnet-b3
2024-01-16 16:13:04,474 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 16:13:04,475 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 16:13:04,475 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 16:13:11,169 [INFO] Backbone: efficientnet-b3
2024-01-16 16:13:11,299 [INFO] Backbone: efficientnet-b3
2024-01-16 16:14:57,971 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 16:14:57,971 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 16:14:57,971 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 16:15:03,915 [INFO] Backbone: efficientnet-b3
2024-01-16 16:15:04,049 [INFO] Backbone: efficientnet-b3
2024-01-16 16:22:44,307 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 16:22:44,308 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 16:22:44,308 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 16:22:50,896 [INFO] Backbone: efficientnet-b3
2024-01-16 16:22:51,032 [INFO] Backbone: efficientnet-b3
2024-01-16 16:24:17,676 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 16:24:17,677 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 16:24:17,677 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 16:24:24,434 [INFO] Backbone: efficientnet-b3
2024-01-16 16:24:24,679 [INFO] Backbone: efficientnet-b3
2024-01-16 16:25:53,528 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 16:25:53,528 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 16:25:53,528 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 16:25:59,627 [INFO] Backbone: efficientnet-b3
2024-01-16 16:25:59,865 [INFO] Backbone: efficientnet-b3
2024-01-16 16:26:48,472 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 16:26:48,472 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 16:26:48,473 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 16:26:55,002 [INFO] Backbone: efficientnet-b3
2024-01-16 16:26:55,240 [INFO] Backbone: efficientnet-b3
2024-01-16 16:28:09,744 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 16:28:09,745 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 16:28:09,745 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 16:28:16,335 [INFO] Backbone: efficientnet-b3
2024-01-16 16:28:16,463 [INFO] Backbone: efficientnet-b3
2024-01-16 16:31:36,557 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 16:31:36,557 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 16:31:36,557 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 16:31:42,579 [INFO] Backbone: efficientnet-b3
2024-01-16 16:31:42,818 [INFO] Backbone: efficientnet-b3
2024-01-16 16:45:15,426 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 16:45:15,427 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 16:45:15,427 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 16:45:21,043 [INFO] Backbone: efficientnet-b3
2024-01-16 16:45:21,163 [INFO] Backbone: efficientnet-b3
2024-01-16 16:53:56,600 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 16:53:56,600 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 16:53:56,600 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 16:54:02,316 [INFO] Backbone: efficientnet-b3
2024-01-16 16:54:02,529 [INFO] Backbone: efficientnet-b3
2024-01-16 17:07:02,721 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 17:07:02,721 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 17:07:02,721 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 17:07:08,481 [INFO] Backbone: efficientnet-b3
2024-01-16 17:07:08,674 [INFO] Backbone: efficientnet-b3
2024-01-16 17:07:44,399 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 17:07:44,400 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 17:07:44,400 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 17:07:51,150 [INFO] Backbone: efficientnet-b3
2024-01-16 17:07:51,391 [INFO] Backbone: efficientnet-b3
2024-01-16 17:52:46,602 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 17:52:46,602 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 17:52:46,602 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 17:52:52,482 [INFO] Backbone: efficientnet-b3
2024-01-16 17:52:52,609 [INFO] Backbone: efficientnet-b3
2024-01-16 18:10:06,780 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 18:10:06,780 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 18:10:06,780 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 18:10:23,527 [INFO] Backbone: efficientnet-b3
2024-01-16 18:10:23,653 [INFO] Backbone: efficientnet-b3
2024-01-16 18:11:16,577 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 18:11:16,578 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 18:11:16,578 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 18:11:22,487 [INFO] Backbone: efficientnet-b3
2024-01-16 18:11:22,612 [INFO] Backbone: efficientnet-b3
2024-01-16 18:21:36,141 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 18:21:36,141 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 18:21:36,141 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 18:21:42,152 [INFO] Backbone: efficientnet-b3
2024-01-16 18:21:42,274 [INFO] Backbone: efficientnet-b3
2024-01-16 18:21:50,951 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 18:21:50,951 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 18:21:50,951 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 18:21:56,842 [INFO] Backbone: efficientnet-b3
2024-01-16 18:21:57,069 [INFO] Backbone: efficientnet-b3
2024-01-16 18:22:28,369 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 18:22:28,369 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 18:22:28,369 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 18:22:34,349 [INFO] Backbone: efficientnet-b3
2024-01-16 18:22:34,474 [INFO] Backbone: efficientnet-b3
2024-01-16 18:23:16,873 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 18:23:16,873 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 18:23:16,873 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 18:23:22,767 [INFO] Backbone: efficientnet-b3
2024-01-16 18:23:22,884 [INFO] Backbone: efficientnet-b3
2024-01-16 18:24:52,197 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 18:24:52,198 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 18:24:52,198 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 18:24:58,006 [INFO] Backbone: efficientnet-b3
2024-01-16 18:24:58,132 [INFO] Backbone: efficientnet-b3
2024-01-16 18:27:04,464 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 18:27:04,465 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 18:27:04,465 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 18:27:10,310 [INFO] Backbone: efficientnet-b3
2024-01-16 18:27:10,537 [INFO] Backbone: efficientnet-b3
2024-01-16 18:28:40,454 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 18:28:40,455 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 18:28:40,455 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 18:28:46,486 [INFO] Backbone: efficientnet-b3
2024-01-16 18:28:46,641 [INFO] Backbone: efficientnet-b3
2024-01-16 18:30:01,517 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 18:30:01,518 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 18:30:01,518 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 18:30:07,218 [INFO] Backbone: efficientnet-b3
2024-01-16 18:30:07,341 [INFO] Backbone: efficientnet-b3
2024-01-16 18:33:17,410 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 18:33:17,411 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 18:33:17,411 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 18:33:23,052 [INFO] Backbone: efficientnet-b3
2024-01-16 18:33:23,171 [INFO] Backbone: efficientnet-b3
2024-01-16 18:34:00,522 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 18:34:00,522 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 18:34:00,522 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 18:34:06,495 [INFO] Backbone: efficientnet-b3
2024-01-16 18:34:06,739 [INFO] Backbone: efficientnet-b3
2024-01-16 18:37:59,728 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 18:37:59,729 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 18:37:59,729 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 18:38:05,388 [INFO] Backbone: efficientnet-b3
2024-01-16 18:38:05,512 [INFO] Backbone: efficientnet-b3
2024-01-16 18:48:27,667 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 18:48:27,668 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 18:48:27,668 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 18:48:33,365 [INFO] Backbone: efficientnet-b3
2024-01-16 18:48:33,483 [INFO] Backbone: efficientnet-b3
2024-01-16 18:50:51,739 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 18:50:51,740 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 18:50:51,740 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 18:50:57,460 [INFO] Backbone: efficientnet-b3
2024-01-16 18:50:57,585 [INFO] Backbone: efficientnet-b3
2024-01-16 18:57:00,541 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 18:57:00,541 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 18:57:00,541 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 18:57:06,422 [INFO] Backbone: efficientnet-b3
2024-01-16 18:57:06,652 [INFO] Backbone: efficientnet-b3
2024-01-16 18:57:30,852 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 18:57:30,852 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 18:57:30,852 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 18:57:36,715 [INFO] Backbone: efficientnet-b3
2024-01-16 18:57:36,847 [INFO] Backbone: efficientnet-b3
2024-01-16 18:58:12,510 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 18:58:12,511 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 18:58:12,511 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 18:58:18,525 [INFO] Backbone: efficientnet-b3
2024-01-16 18:58:18,653 [INFO] Backbone: efficientnet-b3
2024-01-16 18:58:47,518 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 18:58:47,519 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 18:58:47,519 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 18:58:53,548 [INFO] Backbone: efficientnet-b3
2024-01-16 18:58:53,684 [INFO] Backbone: efficientnet-b3
2024-01-16 18:59:18,592 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 18:59:18,592 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 18:59:18,592 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 18:59:43,753 [INFO] Backbone: efficientnet-b3
2024-01-16 18:59:43,976 [INFO] Backbone: efficientnet-b3
2024-01-16 19:00:33,315 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 19:00:33,315 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 19:00:33,315 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 19:02:09,121 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 19:02:09,122 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 19:02:09,122 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 19:02:46,805 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 19:02:46,805 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 19:02:46,805 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 19:03:00,885 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 19:03:00,886 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 19:03:00,886 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 19:17:25,711 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 19:17:25,711 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 19:17:25,711 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 19:17:31,390 [INFO] Backbone: efficientnet-b3
2024-01-16 19:17:31,504 [INFO] Backbone: efficientnet-b3
2024-01-16 19:17:56,272 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 19:17:56,272 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 19:17:56,272 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 19:18:02,148 [INFO] Backbone: efficientnet-b3
2024-01-16 19:18:02,271 [INFO] Backbone: efficientnet-b3
2024-01-16 19:18:53,786 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 19:18:53,787 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 19:18:53,787 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 19:19:14,817 [INFO] Backbone: efficientnet-b3
2024-01-16 19:19:14,934 [INFO] Backbone: efficientnet-b3
2024-01-16 19:19:35,170 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 19:19:35,170 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 19:19:35,179 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 19:19:41,325 [INFO] Backbone: efficientnet-b3
2024-01-16 19:19:41,450 [INFO] Backbone: efficientnet-b3
2024-01-16 19:19:56,159 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 19:19:56,160 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 19:19:56,160 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 19:20:48,056 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 19:20:48,056 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 19:20:48,056 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 19:21:54,879 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 19:21:54,880 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 19:21:54,880 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 19:22:27,229 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 19:22:27,229 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 19:22:27,230 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 19:24:05,599 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 19:24:05,599 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 19:24:05,599 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 19:24:17,605 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 19:24:17,606 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 19:24:17,606 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 19:30:18,238 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 19:30:18,238 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 19:30:18,238 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 19:31:11,852 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 19:31:11,853 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 19:31:11,853 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 19:32:02,373 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 19:32:02,373 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 19:32:02,373 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 19:32:24,263 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 19:32:24,263 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 19:32:24,263 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 19:32:33,306 [INFO] Backbone: efficientnet-b3
2024-01-16 19:32:33,457 [INFO] Backbone: efficientnet-b3
2024-01-16 19:38:06,149 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 19:38:06,149 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 19:38:06,149 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 19:39:08,655 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 19:39:08,655 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 19:39:08,655 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 19:39:27,616 [INFO] Backbone: efficientnet-b3
2024-01-16 19:39:27,851 [INFO] Backbone: efficientnet-b3
2024-01-16 19:47:56,209 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 19:47:56,210 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 19:47:56,210 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 19:48:02,177 [INFO] Backbone: efficientnet-b3
2024-01-16 19:48:02,294 [INFO] Backbone: efficientnet-b3
2024-01-16 19:48:59,462 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 19:48:59,463 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 19:48:59,463 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 19:49:05,336 [INFO] Backbone: efficientnet-b3
2024-01-16 19:49:05,461 [INFO] Backbone: efficientnet-b3
2024-01-16 19:51:58,154 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 19:51:58,155 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 19:51:58,164 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 19:52:03,941 [INFO] Backbone: efficientnet-b3
2024-01-16 19:52:04,060 [INFO] Backbone: efficientnet-b3
2024-01-16 19:54:20,531 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 19:54:20,531 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 19:54:20,531 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 19:54:26,744 [INFO] Backbone: efficientnet-b3
2024-01-16 19:54:26,932 [INFO] Backbone: efficientnet-b3
2024-01-16 19:55:19,805 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 19:55:19,805 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 19:55:19,805 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 19:55:25,639 [INFO] Backbone: efficientnet-b3
2024-01-16 19:55:25,769 [INFO] Backbone: efficientnet-b3
2024-01-16 19:55:56,563 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 19:55:56,564 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 19:55:56,564 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 19:56:03,392 [INFO] Backbone: efficientnet-b3
2024-01-16 19:56:03,544 [INFO] Backbone: efficientnet-b3
2024-01-16 19:57:20,354 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-16 19:57:20,355 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-16 19:57:20,355 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-16 19:57:26,386 [INFO] Backbone: efficientnet-b3
2024-01-16 19:57:26,630 [INFO] Backbone: efficientnet-b3
2024-01-17 09:39:26,883 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 09:39:26,884 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 09:39:26,884 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 09:39:33,614 [INFO] Backbone: efficientnet-b3
2024-01-17 09:39:33,811 [INFO] Backbone: efficientnet-b3
2024-01-17 09:40:58,497 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 09:40:58,498 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 09:40:58,498 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 09:41:04,309 [INFO] Backbone: efficientnet-b3
2024-01-17 09:41:04,526 [INFO] Backbone: efficientnet-b3
2024-01-17 09:41:25,528 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 09:41:25,528 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 09:41:25,528 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 09:41:31,419 [INFO] Backbone: efficientnet-b3
2024-01-17 09:41:31,543 [INFO] Backbone: efficientnet-b3
2024-01-17 09:43:00,052 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 09:43:00,053 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 09:43:00,053 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 09:43:05,689 [INFO] Backbone: efficientnet-b3
2024-01-17 09:43:05,802 [INFO] Backbone: efficientnet-b3
2024-01-17 09:43:34,156 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 09:43:34,156 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 09:43:34,156 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 09:43:40,093 [INFO] Backbone: efficientnet-b3
2024-01-17 09:43:40,208 [INFO] Backbone: efficientnet-b3
2024-01-17 09:44:14,242 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 09:44:14,242 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 09:44:14,242 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 09:44:20,793 [INFO] Backbone: efficientnet-b3
2024-01-17 09:44:20,920 [INFO] Backbone: efficientnet-b3
2024-01-17 09:45:54,631 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 09:45:54,631 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 09:45:54,631 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 09:46:00,499 [INFO] Backbone: efficientnet-b3
2024-01-17 09:46:00,716 [INFO] Backbone: efficientnet-b3
2024-01-17 09:46:35,056 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 09:46:35,056 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 09:46:35,057 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 09:46:40,970 [INFO] Backbone: efficientnet-b3
2024-01-17 09:46:41,091 [INFO] Backbone: efficientnet-b3
2024-01-17 09:56:54,441 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 09:56:54,441 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 09:56:54,441 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 09:57:00,103 [INFO] Backbone: efficientnet-b3
2024-01-17 09:57:00,217 [INFO] Backbone: efficientnet-b3
2024-01-17 10:03:27,979 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 10:03:27,980 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 10:03:27,980 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 10:03:33,818 [INFO] Backbone: efficientnet-b3
2024-01-17 10:03:34,033 [INFO] Backbone: efficientnet-b3
2024-01-17 10:05:31,091 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 10:05:31,092 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 10:05:31,092 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 10:05:36,881 [INFO] Backbone: efficientnet-b3
2024-01-17 10:05:36,999 [INFO] Backbone: efficientnet-b3
2024-01-17 10:07:41,265 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 10:07:41,266 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 10:07:41,266 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 10:07:46,995 [INFO] Backbone: efficientnet-b3
2024-01-17 10:07:47,159 [INFO] Backbone: efficientnet-b3
2024-01-17 10:08:54,181 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 10:08:54,181 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 10:08:54,181 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 10:08:59,812 [INFO] Backbone: efficientnet-b3
2024-01-17 10:08:59,927 [INFO] Backbone: efficientnet-b3
2024-01-17 10:09:56,445 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 10:09:56,445 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 10:09:56,445 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 10:10:02,291 [INFO] Backbone: efficientnet-b3
2024-01-17 10:10:02,410 [INFO] Backbone: efficientnet-b3
2024-01-17 10:15:52,845 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 10:15:52,846 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 10:15:52,846 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 10:15:58,497 [INFO] Backbone: efficientnet-b3
2024-01-17 10:15:58,613 [INFO] Backbone: efficientnet-b3
2024-01-17 10:18:27,802 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 10:18:27,802 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 10:18:27,802 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 10:18:33,599 [INFO] Backbone: efficientnet-b3
2024-01-17 10:18:33,717 [INFO] Backbone: efficientnet-b3
2024-01-17 10:19:10,269 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 10:19:10,269 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 10:19:10,269 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 10:19:16,302 [INFO] Backbone: efficientnet-b3
2024-01-17 10:19:16,418 [INFO] Backbone: efficientnet-b3
2024-01-17 10:36:45,288 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 10:36:45,288 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 10:36:45,288 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 10:36:51,326 [INFO] Backbone: efficientnet-b3
2024-01-17 10:36:51,544 [INFO] Backbone: efficientnet-b3
2024-01-17 11:20:13,084 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 11:20:13,084 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 11:20:13,085 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 11:20:19,091 [INFO] Backbone: efficientnet-b3
2024-01-17 11:20:19,202 [INFO] Backbone: efficientnet-b3
2024-01-17 11:22:05,222 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 11:22:05,222 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 11:22:05,222 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 11:22:14,892 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 11:22:14,892 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 11:22:14,892 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 11:22:20,816 [INFO] Backbone: efficientnet-b3
2024-01-17 11:22:20,963 [INFO] Backbone: efficientnet-b3
2024-01-17 11:22:54,476 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 11:22:54,477 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 11:22:54,477 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 11:23:00,456 [INFO] Backbone: efficientnet-b3
2024-01-17 11:23:00,574 [INFO] Backbone: efficientnet-b3
2024-01-17 11:24:30,038 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 11:24:30,038 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 11:24:30,038 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 11:24:36,013 [INFO] Backbone: efficientnet-b3
2024-01-17 11:24:36,244 [INFO] Backbone: efficientnet-b3
2024-01-17 11:25:23,593 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 11:25:23,594 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 11:25:23,594 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 11:25:30,418 [INFO] Backbone: efficientnet-b3
2024-01-17 11:25:30,547 [INFO] Backbone: efficientnet-b3
2024-01-17 12:53:48,372 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 12:53:48,372 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 12:53:48,372 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 12:53:54,283 [INFO] Backbone: efficientnet-b3
2024-01-17 12:53:54,404 [INFO] Backbone: efficientnet-b3
2024-01-17 12:55:02,715 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 12:55:02,715 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 12:55:02,715 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 12:55:08,804 [INFO] Backbone: efficientnet-b3
2024-01-17 12:55:08,927 [INFO] Backbone: efficientnet-b3
2024-01-17 12:56:33,431 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 12:56:33,431 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 12:56:33,431 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 12:56:40,318 [INFO] Backbone: efficientnet-b3
2024-01-17 12:56:40,563 [INFO] Backbone: efficientnet-b3
2024-01-17 12:58:18,111 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 12:58:18,112 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 12:58:18,112 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 12:58:24,286 [INFO] Backbone: efficientnet-b3
2024-01-17 12:58:24,422 [INFO] Backbone: efficientnet-b3
2024-01-17 13:00:10,945 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 13:00:10,946 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 13:00:10,946 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 13:00:16,871 [INFO] Backbone: efficientnet-b3
2024-01-17 13:00:17,091 [INFO] Backbone: efficientnet-b3
2024-01-17 13:15:43,885 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 13:15:43,886 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 13:15:43,886 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 13:15:49,847 [INFO] Backbone: efficientnet-b3
2024-01-17 13:15:50,090 [INFO] Backbone: efficientnet-b3
2024-01-17 13:21:31,918 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 13:21:31,919 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 13:21:31,919 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 13:21:37,978 [INFO] Backbone: efficientnet-b3
2024-01-17 13:21:38,186 [INFO] Backbone: efficientnet-b3
2024-01-17 13:30:51,708 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 13:30:51,708 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 13:30:51,708 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 13:30:57,702 [INFO] Backbone: efficientnet-b3
2024-01-17 13:30:57,912 [INFO] Backbone: efficientnet-b3
2024-01-17 13:32:20,372 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 13:32:20,372 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 13:32:20,372 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 13:32:26,379 [INFO] Backbone: efficientnet-b3
2024-01-17 13:32:26,499 [INFO] Backbone: efficientnet-b3
2024-01-17 14:02:08,189 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 14:02:08,190 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 14:02:08,190 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 14:02:14,033 [INFO] Backbone: efficientnet-b3
2024-01-17 14:02:14,150 [INFO] Backbone: efficientnet-b3
2024-01-17 14:04:23,466 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 14:04:23,466 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 14:04:23,466 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 14:04:29,237 [INFO] Backbone: efficientnet-b3
2024-01-17 14:04:29,352 [INFO] Backbone: efficientnet-b3
2024-01-17 14:05:16,632 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 14:05:16,632 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 14:05:16,632 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 14:05:22,649 [INFO] Backbone: efficientnet-b3
2024-01-17 14:05:22,775 [INFO] Backbone: efficientnet-b3
2024-01-17 14:06:52,353 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 14:06:52,353 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 14:06:52,353 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 14:06:58,444 [INFO] Backbone: efficientnet-b3
2024-01-17 14:06:58,560 [INFO] Backbone: efficientnet-b3
2024-01-17 14:08:37,939 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 14:08:37,939 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 14:08:37,940 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 14:08:43,885 [INFO] Backbone: efficientnet-b3
2024-01-17 14:08:43,996 [INFO] Backbone: efficientnet-b3
2024-01-17 14:20:22,382 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 14:20:22,383 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 14:20:22,383 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 14:20:28,209 [INFO] Backbone: efficientnet-b3
2024-01-17 14:20:28,321 [INFO] Backbone: efficientnet-b3
2024-01-17 15:33:47,769 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 15:33:47,769 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 15:33:47,769 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 15:33:53,710 [INFO] Backbone: efficientnet-b3
2024-01-17 15:33:53,891 [INFO] Backbone: efficientnet-b3
2024-01-17 15:35:44,400 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 15:35:44,400 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 15:35:44,400 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 15:35:50,382 [INFO] Backbone: efficientnet-b3
2024-01-17 15:35:50,598 [INFO] Backbone: efficientnet-b3
2024-01-17 15:40:10,755 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 15:40:10,755 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 15:40:10,755 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 15:40:16,492 [INFO] Backbone: efficientnet-b3
2024-01-17 15:40:16,609 [INFO] Backbone: efficientnet-b3
2024-01-17 15:49:04,873 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 15:49:04,873 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 15:49:04,873 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 15:49:11,353 [INFO] Backbone: efficientnet-b3
2024-01-17 15:49:11,467 [INFO] Backbone: efficientnet-b3
2024-01-17 15:50:43,510 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 15:50:43,510 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 15:50:43,510 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 15:50:49,764 [INFO] Backbone: efficientnet-b3
2024-01-17 15:50:49,885 [INFO] Backbone: efficientnet-b3
2024-01-17 15:56:26,067 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 15:56:26,068 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 15:56:26,068 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 15:56:32,034 [INFO] Backbone: efficientnet-b3
2024-01-17 15:56:32,147 [INFO] Backbone: efficientnet-b3
2024-01-17 15:57:02,560 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 15:57:02,561 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 15:57:02,561 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 15:57:08,667 [INFO] Backbone: efficientnet-b3
2024-01-17 15:57:08,788 [INFO] Backbone: efficientnet-b3
2024-01-17 15:57:27,984 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 15:57:27,985 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 15:57:27,985 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 15:57:34,154 [INFO] Backbone: efficientnet-b3
2024-01-17 15:57:34,284 [INFO] Backbone: efficientnet-b3
2024-01-17 15:57:49,112 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 15:57:49,112 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 15:57:49,112 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 15:57:55,354 [INFO] Backbone: efficientnet-b3
2024-01-17 15:57:55,481 [INFO] Backbone: efficientnet-b3
2024-01-17 16:01:47,301 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 16:01:47,301 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 16:01:47,301 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 16:01:53,622 [INFO] Backbone: efficientnet-b3
2024-01-17 16:01:53,841 [INFO] Backbone: efficientnet-b3
2024-01-17 16:02:36,816 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 16:02:36,816 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 16:02:36,816 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 16:02:42,911 [INFO] Backbone: efficientnet-b3
2024-01-17 16:02:43,030 [INFO] Backbone: efficientnet-b3
2024-01-17 16:04:36,636 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 16:04:36,636 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 16:04:36,636 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 16:04:42,579 [INFO] Backbone: efficientnet-b3
2024-01-17 16:04:42,695 [INFO] Backbone: efficientnet-b3
2024-01-17 17:15:17,875 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 17:15:17,875 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 17:15:17,875 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 17:15:23,708 [INFO] Backbone: efficientnet-b3
2024-01-17 17:15:23,826 [INFO] Backbone: efficientnet-b3
2024-01-17 17:16:12,346 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 17:16:12,346 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 17:16:12,346 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 17:16:18,423 [INFO] Backbone: efficientnet-b3
2024-01-17 17:16:18,544 [INFO] Backbone: efficientnet-b3
2024-01-17 17:17:13,189 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 17:17:13,190 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 17:17:13,190 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 17:17:19,067 [INFO] Backbone: efficientnet-b3
2024-01-17 17:17:19,181 [INFO] Backbone: efficientnet-b3
2024-01-17 17:18:10,608 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 17:18:10,608 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 17:18:10,618 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 17:18:16,566 [INFO] Backbone: efficientnet-b3
2024-01-17 17:18:16,812 [INFO] Backbone: efficientnet-b3
2024-01-17 17:24:40,821 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 17:24:40,821 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 17:24:40,821 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 17:24:46,596 [INFO] Backbone: efficientnet-b3
2024-01-17 17:24:46,808 [INFO] Backbone: efficientnet-b3
2024-01-17 17:31:15,332 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 17:31:15,332 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 17:31:15,332 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 17:31:21,182 [INFO] Backbone: efficientnet-b3
2024-01-17 17:31:21,296 [INFO] Backbone: efficientnet-b3
2024-01-17 17:36:58,361 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 17:36:58,361 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 17:36:58,361 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 17:37:04,264 [INFO] Backbone: efficientnet-b3
2024-01-17 17:37:04,380 [INFO] Backbone: efficientnet-b3
2024-01-17 17:38:59,937 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 17:38:59,937 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 17:38:59,937 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 17:39:05,760 [INFO] Backbone: efficientnet-b3
2024-01-17 17:39:05,992 [INFO] Backbone: efficientnet-b3
2024-01-17 23:38:38,684 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 23:38:38,685 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 23:38:38,685 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 23:38:46,398 [INFO] Backbone: efficientnet-b3
2024-01-17 23:38:46,625 [INFO] Backbone: efficientnet-b3
2024-01-17 23:46:33,774 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 23:46:33,775 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 23:46:33,775 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 23:46:40,181 [INFO] Backbone: efficientnet-b3
2024-01-17 23:46:40,297 [INFO] Backbone: efficientnet-b3
2024-01-17 23:48:39,827 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-17 23:48:39,828 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-17 23:48:39,828 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-17 23:48:46,673 [INFO] Backbone: efficientnet-b3
2024-01-17 23:48:46,820 [INFO] Backbone: efficientnet-b3
2024-01-18 00:15:20,960 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-18 00:15:20,960 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-18 00:15:20,960 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-18 00:15:27,719 [INFO] Backbone: efficientnet-b3
2024-01-18 00:15:27,851 [INFO] Backbone: efficientnet-b3
2024-01-18 00:19:55,549 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-18 00:19:55,550 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-18 00:19:55,550 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-18 00:20:12,166 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-18 00:20:12,167 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-18 00:20:12,167 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-18 00:20:18,983 [INFO] Backbone: efficientnet-b3
2024-01-18 00:20:19,152 [INFO] Backbone: efficientnet-b3
2024-01-18 00:22:52,762 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-18 00:22:52,762 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-18 00:22:52,762 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-18 00:22:59,469 [INFO] Backbone: efficientnet-b3
2024-01-18 00:22:59,651 [INFO] Backbone: efficientnet-b3
2024-01-18 00:25:14,764 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-18 00:25:14,764 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-18 00:25:14,765 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-18 00:25:21,502 [INFO] Backbone: efficientnet-b3
2024-01-18 00:25:21,621 [INFO] Backbone: efficientnet-b3
2024-01-18 00:26:29,110 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-18 00:26:29,110 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-18 00:26:29,110 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-18 00:26:35,082 [INFO] Backbone: efficientnet-b3
2024-01-18 00:26:35,299 [INFO] Backbone: efficientnet-b3
2024-01-18 00:27:14,579 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-18 00:27:14,580 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-18 00:27:14,580 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-18 00:27:20,596 [INFO] Backbone: efficientnet-b3
2024-01-18 00:27:20,823 [INFO] Backbone: efficientnet-b3
2024-01-18 00:33:40,606 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-18 00:33:40,606 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-18 00:33:40,606 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-18 00:33:46,317 [INFO] Backbone: efficientnet-b3
2024-01-18 00:33:46,434 [INFO] Backbone: efficientnet-b3
2024-01-18 00:34:28,993 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-18 00:34:28,994 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-18 00:34:28,994 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-18 00:34:34,890 [INFO] Backbone: efficientnet-b3
2024-01-18 00:34:35,006 [INFO] Backbone: efficientnet-b3
2024-01-18 00:53:21,556 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-18 00:53:21,557 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-18 00:53:21,557 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-18 00:53:27,553 [INFO] Backbone: efficientnet-b3
2024-01-18 00:53:27,776 [INFO] Backbone: efficientnet-b3
2024-01-18 00:54:46,634 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-18 00:54:46,634 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-18 00:54:46,634 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-18 00:54:52,654 [INFO] Backbone: efficientnet-b3
2024-01-18 00:54:52,775 [INFO] Backbone: efficientnet-b3
2024-01-18 00:56:35,111 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-18 00:56:35,111 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-18 00:56:35,111 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-18 00:56:41,108 [INFO] Backbone: efficientnet-b3
2024-01-18 00:56:41,226 [INFO] Backbone: efficientnet-b3
2024-01-18 00:58:18,503 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-18 00:58:18,504 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-18 00:58:18,504 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-18 00:58:24,512 [INFO] Backbone: efficientnet-b3
2024-01-18 00:58:24,720 [INFO] Backbone: efficientnet-b3
2024-01-18 01:01:36,522 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-18 01:01:36,522 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-18 01:01:36,522 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-18 01:01:42,516 [INFO] Backbone: efficientnet-b3
2024-01-18 01:01:42,631 [INFO] Backbone: efficientnet-b3
2024-01-18 01:04:28,795 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-18 01:04:28,796 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-18 01:04:28,796 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-18 01:04:52,316 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-18 01:04:52,316 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-18 01:04:52,316 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-18 01:04:58,212 [INFO] Backbone: efficientnet-b3
2024-01-18 01:04:58,430 [INFO] Backbone: efficientnet-b3
2024-01-18 18:19:26,598 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-18 18:19:26,598 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-18 18:19:26,598 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-18 18:19:40,881 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-18 18:19:40,881 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-18 18:19:40,881 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-18 18:20:08,129 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-18 18:20:08,129 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-18 18:20:08,129 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-18 18:20:14,762 [INFO] Backbone: efficientnet-b3
2024-01-18 18:20:14,921 [INFO] Backbone: efficientnet-b3
2024-01-18 18:20:41,180 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-18 18:20:41,181 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-18 18:20:41,181 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-18 18:20:47,494 [INFO] Backbone: efficientnet-b3
2024-01-18 18:20:47,692 [INFO] Backbone: efficientnet-b3
2024-01-18 18:23:46,473 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-18 18:23:46,483 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-18 18:23:46,483 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-18 18:23:52,825 [INFO] Backbone: efficientnet-b3
2024-01-18 18:23:53,054 [INFO] Backbone: efficientnet-b3
2024-01-18 18:25:20,395 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-18 18:25:20,395 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-18 18:25:20,395 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-18 18:25:26,214 [INFO] Backbone: efficientnet-b3
2024-01-18 18:25:26,344 [INFO] Backbone: efficientnet-b3
2024-01-18 18:27:50,037 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-18 18:27:50,037 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-18 18:27:50,037 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-18 18:27:55,843 [INFO] Backbone: efficientnet-b3
2024-01-18 18:27:55,955 [INFO] Backbone: efficientnet-b3
2024-01-18 18:28:54,872 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-18 18:28:54,872 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-18 18:28:54,872 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-18 18:29:00,870 [INFO] Backbone: efficientnet-b3
2024-01-18 18:29:01,120 [INFO] Backbone: efficientnet-b3
2024-01-18 18:35:30,102 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-18 18:35:30,103 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-18 18:35:30,103 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-18 18:35:35,818 [INFO] Backbone: efficientnet-b3
2024-01-18 18:35:35,935 [INFO] Backbone: efficientnet-b3
2024-01-18 19:16:11,474 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-18 19:16:11,474 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-18 19:16:11,474 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-18 19:16:17,373 [INFO] Backbone: efficientnet-b3
2024-01-18 19:16:17,605 [INFO] Backbone: efficientnet-b3
2024-01-18 19:17:56,885 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-18 19:17:56,886 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-18 19:17:56,886 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-18 19:18:02,889 [INFO] Backbone: efficientnet-b3
2024-01-18 19:18:03,015 [INFO] Backbone: efficientnet-b3
2024-01-18 19:18:50,598 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-18 19:18:50,599 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-18 19:18:50,599 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-18 19:18:56,669 [INFO] Backbone: efficientnet-b3
2024-01-18 19:18:56,910 [INFO] Backbone: efficientnet-b3
2024-01-18 19:23:08,826 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-18 19:23:08,826 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-18 19:23:08,826 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-18 19:23:14,638 [INFO] Backbone: efficientnet-b3
2024-01-18 19:23:14,754 [INFO] Backbone: efficientnet-b3
2024-01-18 19:23:57,593 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-18 19:23:57,593 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-18 19:23:57,593 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-18 19:24:05,040 [INFO] Backbone: efficientnet-b3
2024-01-18 19:24:05,280 [INFO] Backbone: efficientnet-b3
2024-01-18 19:27:57,287 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-18 19:27:57,287 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-18 19:27:57,287 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-18 19:28:03,001 [INFO] Backbone: efficientnet-b3
2024-01-18 19:28:03,117 [INFO] Backbone: efficientnet-b3
2024-01-18 21:22:08,975 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-18 21:22:08,975 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-18 21:22:08,985 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-18 21:22:14,896 [INFO] Backbone: efficientnet-b3
2024-01-18 21:22:15,114 [INFO] Backbone: efficientnet-b3
2024-01-19 10:01:46,530 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-19 10:01:46,531 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-19 10:01:46,531 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-19 10:01:53,658 [INFO] Backbone: efficientnet-b3
2024-01-19 10:01:53,820 [INFO] Backbone: efficientnet-b3
2024-01-19 10:02:44,493 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-19 10:02:44,494 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-19 10:02:44,494 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-19 10:02:50,965 [INFO] Backbone: efficientnet-b3
2024-01-19 10:02:51,146 [INFO] Backbone: efficientnet-b3
2024-01-19 10:04:41,980 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-19 10:04:41,981 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-19 10:04:41,981 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-19 10:04:47,784 [INFO] Backbone: efficientnet-b3
2024-01-19 10:04:48,026 [INFO] Backbone: efficientnet-b3
2024-01-19 10:05:28,063 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-19 10:05:28,064 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-19 10:05:28,064 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-19 10:05:33,979 [INFO] Backbone: efficientnet-b3
2024-01-19 10:05:34,107 [INFO] Backbone: efficientnet-b3
2024-01-19 10:08:10,298 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-19 10:08:10,298 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-19 10:08:10,298 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-19 10:08:16,469 [INFO] Backbone: efficientnet-b3
2024-01-19 10:08:16,590 [INFO] Backbone: efficientnet-b3
2024-01-19 10:10:03,971 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-19 10:10:03,972 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-19 10:10:03,972 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-19 10:10:09,851 [INFO] Backbone: efficientnet-b3
2024-01-19 10:10:09,995 [INFO] Backbone: efficientnet-b3
2024-01-19 10:10:43,818 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-19 10:10:43,818 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-19 10:10:43,818 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-19 10:10:50,683 [INFO] Backbone: efficientnet-b3
2024-01-19 10:10:50,816 [INFO] Backbone: efficientnet-b3
2024-01-19 10:12:46,060 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-19 10:12:46,060 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-19 10:12:46,060 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-19 10:12:52,127 [INFO] Backbone: efficientnet-b3
2024-01-19 10:12:52,325 [INFO] Backbone: efficientnet-b3
2024-01-19 10:13:21,316 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-19 10:13:21,317 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-19 10:13:21,317 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-19 10:13:27,221 [INFO] Backbone: efficientnet-b3
2024-01-19 10:13:27,350 [INFO] Backbone: efficientnet-b3
2024-01-19 10:14:08,039 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-19 10:14:08,039 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-19 10:14:08,039 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-19 10:14:14,359 [INFO] Backbone: efficientnet-b3
2024-01-19 10:14:14,489 [INFO] Backbone: efficientnet-b3
2024-01-19 10:15:28,075 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-19 10:15:28,075 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-19 10:15:28,075 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-19 10:15:34,029 [INFO] Backbone: efficientnet-b3
2024-01-19 10:15:34,151 [INFO] Backbone: efficientnet-b3
2024-01-19 10:16:29,513 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-19 10:16:29,513 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-19 10:16:29,513 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-19 10:16:35,585 [INFO] Backbone: efficientnet-b3
2024-01-19 10:16:35,735 [INFO] Backbone: efficientnet-b3
2024-01-19 10:24:05,183 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-19 10:24:05,183 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-19 10:24:05,183 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-19 10:24:11,110 [INFO] Backbone: efficientnet-b3
2024-01-19 10:24:11,237 [INFO] Backbone: efficientnet-b3
2024-01-19 10:26:03,236 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-19 10:26:03,236 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-19 10:26:03,236 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-19 10:26:09,207 [INFO] Backbone: efficientnet-b3
2024-01-19 10:26:09,335 [INFO] Backbone: efficientnet-b3
2024-01-19 10:26:51,366 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-19 10:26:51,366 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-19 10:26:51,367 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-19 10:26:58,010 [INFO] Backbone: efficientnet-b3
2024-01-19 10:26:58,148 [INFO] Backbone: efficientnet-b3
2024-01-19 10:50:13,100 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-19 10:50:13,100 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-19 10:50:13,100 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-19 10:50:19,609 [INFO] Backbone: efficientnet-b3
2024-01-19 10:50:19,801 [INFO] Backbone: efficientnet-b3
2024-01-19 10:56:42,313 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-19 10:56:42,313 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-19 10:56:42,313 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-19 10:56:48,276 [INFO] Backbone: efficientnet-b3
2024-01-19 10:56:48,388 [INFO] Backbone: efficientnet-b3
2024-01-19 10:59:39,544 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-19 10:59:39,545 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-19 10:59:39,545 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-19 10:59:45,402 [INFO] Backbone: efficientnet-b3
2024-01-19 10:59:45,619 [INFO] Backbone: efficientnet-b3
2024-01-19 11:00:12,464 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-19 11:00:12,464 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-19 11:00:12,464 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-19 11:00:18,356 [INFO] Backbone: efficientnet-b3
2024-01-19 11:00:18,477 [INFO] Backbone: efficientnet-b3
2024-01-19 11:01:25,912 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-19 11:01:25,913 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-19 11:01:25,913 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-19 11:01:31,870 [INFO] Backbone: efficientnet-b3
2024-01-19 11:01:32,114 [INFO] Backbone: efficientnet-b3
2024-01-19 11:02:48,595 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-19 11:02:48,595 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-19 11:02:48,595 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-19 11:02:54,500 [INFO] Backbone: efficientnet-b3
2024-01-19 11:02:54,623 [INFO] Backbone: efficientnet-b3
2024-01-19 11:07:15,594 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-19 11:07:15,595 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-19 11:07:15,595 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-19 11:07:21,766 [INFO] Backbone: efficientnet-b3
2024-01-19 11:07:22,030 [INFO] Backbone: efficientnet-b3
2024-01-19 11:56:36,155 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-19 11:56:36,156 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-19 11:56:36,156 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-19 11:56:43,710 [INFO] Backbone: efficientnet-b3
2024-01-19 11:56:43,913 [INFO] Backbone: efficientnet-b3
2024-01-19 12:03:09,284 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-19 12:03:09,285 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-19 12:03:09,285 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-19 12:03:16,229 [INFO] Backbone: efficientnet-b3
2024-01-19 12:03:16,469 [INFO] Backbone: efficientnet-b3
2024-01-19 12:05:56,466 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-19 12:05:56,467 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-19 12:05:56,467 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-19 12:06:02,328 [INFO] Backbone: efficientnet-b3
2024-01-19 12:06:02,448 [INFO] Backbone: efficientnet-b3
2024-01-19 12:07:05,089 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-19 12:07:05,089 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-19 12:07:05,089 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-19 12:07:10,865 [INFO] Backbone: efficientnet-b3
2024-01-19 12:07:10,989 [INFO] Backbone: efficientnet-b3
2024-01-19 12:08:10,226 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-19 12:08:10,226 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-19 12:08:10,226 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-19 12:08:16,214 [INFO] Backbone: efficientnet-b3
2024-01-19 12:08:16,436 [INFO] Backbone: efficientnet-b3
2024-01-19 12:12:26,052 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-19 12:12:26,052 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-19 12:12:26,052 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-19 12:13:34,819 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-19 12:13:34,819 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-19 12:13:34,819 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-19 12:13:40,577 [INFO] Backbone: efficientnet-b3
2024-01-19 12:13:40,699 [INFO] Backbone: efficientnet-b3
2024-01-19 12:14:38,894 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-19 12:14:38,894 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-19 12:14:38,894 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-19 12:14:45,086 [INFO] Backbone: efficientnet-b3
2024-01-19 12:14:45,330 [INFO] Backbone: efficientnet-b3
2024-01-19 12:16:12,072 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-19 12:16:12,072 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-19 12:16:12,082 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-19 12:16:17,809 [INFO] Backbone: efficientnet-b3
2024-01-19 12:16:17,919 [INFO] Backbone: efficientnet-b3
2024-01-19 12:21:05,813 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-19 12:21:05,813 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-19 12:21:05,813 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-19 12:21:11,458 [INFO] Backbone: efficientnet-b3
2024-01-19 12:21:11,572 [INFO] Backbone: efficientnet-b3
2024-01-19 13:45:09,289 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-19 13:45:09,290 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-19 13:45:09,290 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-19 13:45:15,290 [INFO] Backbone: efficientnet-b3
2024-01-19 13:45:15,520 [INFO] Backbone: efficientnet-b3
2024-01-19 13:48:33,807 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-19 13:48:33,807 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-19 13:48:33,807 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-19 13:48:39,555 [INFO] Backbone: efficientnet-b3
2024-01-19 13:48:39,674 [INFO] Backbone: efficientnet-b3
2024-01-19 14:04:28,328 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-19 14:04:28,329 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-19 14:04:28,329 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-19 14:04:34,312 [INFO] Backbone: efficientnet-b3
2024-01-19 14:04:34,434 [INFO] Backbone: efficientnet-b3
2024-01-19 15:06:22,173 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-19 15:06:22,173 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-19 15:06:22,173 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-19 15:06:28,059 [INFO] Backbone: efficientnet-b3
2024-01-19 15:06:28,186 [INFO] Backbone: efficientnet-b3
2024-01-19 15:08:56,061 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-19 15:08:56,062 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-19 15:08:56,062 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-19 15:09:02,564 [INFO] Backbone: efficientnet-b3
2024-01-19 15:09:02,701 [INFO] Backbone: efficientnet-b3
2024-01-19 15:52:04,553 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-19 15:52:04,554 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-19 15:52:04,554 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-19 15:52:10,396 [INFO] Backbone: efficientnet-b3
2024-01-19 15:52:10,521 [INFO] Backbone: efficientnet-b3
2024-01-19 16:05:32,326 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-19 16:05:32,327 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-19 16:05:32,327 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-19 16:05:38,246 [INFO] Backbone: efficientnet-b3
2024-01-19 16:05:38,377 [INFO] Backbone: efficientnet-b3
2024-01-19 17:40:56,355 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-19 17:40:56,356 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-19 17:40:56,356 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-19 17:41:02,253 [INFO] Backbone: efficientnet-b3
2024-01-19 17:41:02,464 [INFO] Backbone: efficientnet-b3
2024-01-19 18:04:26,212 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-19 18:04:26,212 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-19 18:04:26,212 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-19 18:04:32,121 [INFO] Backbone: efficientnet-b3
2024-01-19 18:04:32,242 [INFO] Backbone: efficientnet-b3
2024-01-19 18:34:39,681 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-19 18:34:39,681 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-19 18:34:39,681 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-19 18:35:01,661 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-19 18:35:01,662 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-19 18:35:01,671 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-19 18:35:07,932 [INFO] Backbone: efficientnet-b3
2024-01-19 18:35:08,051 [INFO] Backbone: efficientnet-b3
2024-01-19 18:44:35,449 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-19 18:44:35,449 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-19 18:44:35,449 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-19 18:44:41,611 [INFO] Backbone: efficientnet-b3
2024-01-19 18:44:41,767 [INFO] Backbone: efficientnet-b3
2024-01-19 18:47:05,358 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-19 18:47:05,359 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-19 18:47:05,359 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-19 18:47:11,403 [INFO] Backbone: efficientnet-b3
2024-01-19 18:47:11,635 [INFO] Backbone: efficientnet-b3
2024-01-19 18:53:24,321 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-19 18:53:24,321 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-19 18:53:24,331 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-19 18:53:30,493 [INFO] Backbone: efficientnet-b3
2024-01-19 18:53:30,612 [INFO] Backbone: efficientnet-b3
2024-01-19 18:55:04,443 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-19 18:55:04,443 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-19 18:55:04,443 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-19 18:55:10,568 [INFO] Backbone: efficientnet-b3
2024-01-19 18:55:10,690 [INFO] Backbone: efficientnet-b3
2024-01-19 19:01:56,445 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-19 19:01:56,446 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-19 19:01:56,446 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-19 19:02:02,451 [INFO] Backbone: efficientnet-b3
2024-01-19 19:02:02,688 [INFO] Backbone: efficientnet-b3
2024-01-19 19:20:44,179 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-19 19:20:44,179 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-19 19:20:44,179 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-19 19:20:50,709 [INFO] Backbone: efficientnet-b3
2024-01-19 19:20:50,953 [INFO] Backbone: efficientnet-b3
2024-01-19 19:25:23,481 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-19 19:25:23,481 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-19 19:25:23,482 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-19 19:25:29,538 [INFO] Backbone: efficientnet-b3
2024-01-19 19:25:29,664 [INFO] Backbone: efficientnet-b3
2024-01-19 19:25:58,925 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-19 19:25:58,926 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-19 19:25:58,926 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-19 19:26:05,309 [INFO] Backbone: efficientnet-b3
2024-01-19 19:26:05,446 [INFO] Backbone: efficientnet-b3
2024-01-19 19:26:53,044 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-19 19:26:53,044 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-19 19:26:53,044 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-19 19:26:59,226 [INFO] Backbone: efficientnet-b3
2024-01-19 19:26:59,353 [INFO] Backbone: efficientnet-b3
2024-01-19 19:27:47,428 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-19 19:27:47,428 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-19 19:27:47,428 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-19 19:27:53,945 [INFO] Backbone: efficientnet-b3
2024-01-19 19:27:54,062 [INFO] Backbone: efficientnet-b3
2024-01-19 19:44:14,767 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-19 19:44:14,768 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-19 19:44:14,768 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-19 19:44:21,009 [INFO] Backbone: efficientnet-b3
2024-01-19 19:44:21,257 [INFO] Backbone: efficientnet-b3
2024-01-19 19:48:44,006 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-19 19:48:44,006 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-19 19:48:44,006 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-19 19:48:50,153 [INFO] Backbone: efficientnet-b3
2024-01-19 19:48:50,284 [INFO] Backbone: efficientnet-b3
2024-01-22 09:00:50,674 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-22 09:00:50,674 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-22 09:00:50,674 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-22 09:00:57,467 [INFO] Backbone: efficientnet-b3
2024-01-22 09:00:57,666 [INFO] Backbone: efficientnet-b3
2024-01-22 09:09:13,780 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-22 09:09:13,780 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-22 09:09:13,780 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-22 09:09:19,655 [INFO] Backbone: efficientnet-b3
2024-01-22 09:09:19,847 [INFO] Backbone: efficientnet-b3
2024-01-22 09:33:13,564 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-22 09:33:13,565 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-22 09:33:13,565 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-22 09:33:19,444 [INFO] Backbone: efficientnet-b3
2024-01-22 09:33:19,552 [INFO] Backbone: efficientnet-b3
2024-01-22 09:41:49,245 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-22 09:41:49,245 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-22 09:41:49,245 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-22 09:41:54,991 [INFO] Backbone: efficientnet-b3
2024-01-22 09:41:55,100 [INFO] Backbone: efficientnet-b3
2024-01-22 09:43:26,577 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-22 09:43:26,577 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-22 09:43:26,577 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-22 09:43:33,294 [INFO] Backbone: efficientnet-b3
2024-01-22 09:43:33,462 [INFO] Backbone: efficientnet-b3
2024-01-22 09:48:39,826 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-22 09:48:39,826 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-22 09:48:39,827 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-22 09:48:45,540 [INFO] Backbone: efficientnet-b3
2024-01-22 09:48:45,659 [INFO] Backbone: efficientnet-b3
2024-01-22 09:52:21,925 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-22 09:52:21,925 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-22 09:52:21,925 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-22 09:52:27,890 [INFO] Backbone: efficientnet-b3
2024-01-22 09:52:28,002 [INFO] Backbone: efficientnet-b3
2024-01-22 09:53:08,552 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-22 09:53:08,553 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-22 09:53:08,553 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-22 09:53:14,584 [INFO] Backbone: efficientnet-b3
2024-01-22 09:53:14,718 [INFO] Backbone: efficientnet-b3
2024-01-22 09:54:03,536 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-22 09:54:03,536 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-22 09:54:03,536 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-22 09:54:09,464 [INFO] Backbone: efficientnet-b3
2024-01-22 09:54:09,587 [INFO] Backbone: efficientnet-b3
2024-01-22 09:54:55,705 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-22 09:54:55,705 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-22 09:54:55,705 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-22 09:55:01,892 [INFO] Backbone: efficientnet-b3
2024-01-22 09:55:02,016 [INFO] Backbone: efficientnet-b3
2024-01-22 10:07:13,114 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-22 10:07:13,114 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-22 10:07:13,114 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-22 10:07:18,920 [INFO] Backbone: efficientnet-b3
2024-01-22 10:07:19,036 [INFO] Backbone: efficientnet-b3
2024-01-22 10:08:27,408 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-22 10:08:27,408 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-22 10:08:27,408 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-22 10:08:33,746 [INFO] Backbone: efficientnet-b3
2024-01-22 10:08:33,879 [INFO] Backbone: efficientnet-b3
2024-01-22 10:10:42,714 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-22 10:10:42,714 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-22 10:10:42,714 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-22 10:10:48,926 [INFO] Backbone: efficientnet-b3
2024-01-22 10:10:49,095 [INFO] Backbone: efficientnet-b3
2024-01-22 11:10:51,335 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-22 11:10:51,335 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-22 11:10:51,335 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-22 11:10:57,240 [INFO] Backbone: efficientnet-b3
2024-01-22 11:10:57,441 [INFO] Backbone: efficientnet-b3
2024-01-22 11:28:20,181 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-22 11:28:20,182 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-22 11:28:20,182 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-22 11:28:26,123 [INFO] Backbone: efficientnet-b3
2024-01-22 11:28:26,233 [INFO] Backbone: efficientnet-b3
2024-01-22 12:15:42,787 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-22 12:15:42,787 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-22 12:15:42,787 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-22 12:15:48,653 [INFO] Backbone: efficientnet-b3
2024-01-22 12:15:48,859 [INFO] Backbone: efficientnet-b3
2024-01-22 12:23:48,795 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-22 12:23:48,796 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-22 12:23:48,796 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-22 12:23:54,702 [INFO] Backbone: efficientnet-b3
2024-01-22 12:23:54,818 [INFO] Backbone: efficientnet-b3
2024-01-22 12:31:56,270 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-22 12:31:56,271 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-22 12:31:56,271 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-22 12:32:02,218 [INFO] Backbone: efficientnet-b3
2024-01-22 12:32:02,339 [INFO] Backbone: efficientnet-b3
2024-01-22 12:33:41,951 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-22 12:33:41,951 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-22 12:33:41,951 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-22 12:33:48,019 [INFO] Backbone: efficientnet-b3
2024-01-22 12:33:48,147 [INFO] Backbone: efficientnet-b3
2024-01-22 12:51:23,490 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-22 12:51:23,491 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-22 12:51:23,491 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-22 12:51:29,318 [INFO] Backbone: efficientnet-b3
2024-01-22 12:51:29,428 [INFO] Backbone: efficientnet-b3
2024-01-22 13:43:38,635 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-22 13:43:38,636 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-22 13:43:38,636 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-22 13:43:44,845 [INFO] Backbone: efficientnet-b3
2024-01-22 13:43:44,959 [INFO] Backbone: efficientnet-b3
2024-01-22 13:46:17,573 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-22 13:46:17,573 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-22 13:46:17,573 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-22 13:46:23,358 [INFO] Backbone: efficientnet-b3
2024-01-22 13:46:23,472 [INFO] Backbone: efficientnet-b3
2024-01-22 13:47:36,467 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-22 13:47:36,467 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-22 13:47:36,468 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-22 13:47:42,483 [INFO] Backbone: efficientnet-b3
2024-01-22 13:47:42,635 [INFO] Backbone: efficientnet-b3
2024-01-22 13:49:45,510 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-22 13:49:45,511 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-22 13:49:45,511 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-22 13:49:51,479 [INFO] Backbone: efficientnet-b3
2024-01-22 13:49:51,600 [INFO] Backbone: efficientnet-b3
2024-01-22 13:50:16,786 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-22 13:50:16,786 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-22 13:50:16,786 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-22 13:50:22,847 [INFO] Backbone: efficientnet-b3
2024-01-22 13:50:22,971 [INFO] Backbone: efficientnet-b3
2024-01-22 13:58:28,386 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-22 13:58:28,386 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-22 13:58:28,386 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-22 13:58:34,255 [INFO] Backbone: efficientnet-b3
2024-01-22 13:58:34,380 [INFO] Backbone: efficientnet-b3
2024-01-22 13:59:32,880 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-22 13:59:32,880 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-22 13:59:32,880 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-22 13:59:38,897 [INFO] Backbone: efficientnet-b3
2024-01-22 13:59:39,013 [INFO] Backbone: efficientnet-b3
2024-01-22 14:00:34,706 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-22 14:00:34,707 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-22 14:00:34,707 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-22 14:00:40,552 [INFO] Backbone: efficientnet-b3
2024-01-22 14:00:40,663 [INFO] Backbone: efficientnet-b3
2024-01-22 14:01:52,199 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-22 14:01:52,199 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-22 14:01:52,199 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-22 14:01:58,099 [INFO] Backbone: efficientnet-b3
2024-01-22 14:01:58,220 [INFO] Backbone: efficientnet-b3
2024-01-22 14:02:55,852 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-22 14:02:55,853 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-22 14:02:55,853 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-22 14:03:01,853 [INFO] Backbone: efficientnet-b3
2024-01-22 14:03:01,971 [INFO] Backbone: efficientnet-b3
2024-01-22 14:03:24,766 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-22 14:03:24,766 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-22 14:03:24,766 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-22 14:03:30,796 [INFO] Backbone: efficientnet-b3
2024-01-22 14:03:30,923 [INFO] Backbone: efficientnet-b3
2024-01-22 15:57:22,370 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-22 15:57:22,370 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-22 15:57:22,370 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-22 15:57:28,317 [INFO] Backbone: efficientnet-b3
2024-01-22 15:57:28,432 [INFO] Backbone: efficientnet-b3
2024-01-22 15:58:13,439 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-22 15:58:13,439 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-22 15:58:13,439 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-22 15:58:19,332 [INFO] Backbone: efficientnet-b3
2024-01-22 15:58:19,460 [INFO] Backbone: efficientnet-b3
2024-01-22 15:59:13,596 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-22 15:59:13,596 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-22 15:59:13,596 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-22 15:59:19,667 [INFO] Backbone: efficientnet-b3
2024-01-22 15:59:19,897 [INFO] Backbone: efficientnet-b3
2024-01-22 16:22:48,297 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-22 16:22:48,297 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-22 16:22:48,297 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-22 16:22:54,853 [INFO] Backbone: efficientnet-b3
2024-01-22 16:22:54,970 [INFO] Backbone: efficientnet-b3
2024-01-22 16:23:28,772 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-22 16:23:28,772 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-22 16:23:28,772 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-22 16:23:34,742 [INFO] Backbone: efficientnet-b3
2024-01-22 16:23:34,858 [INFO] Backbone: efficientnet-b3
2024-01-22 16:32:59,789 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-22 16:32:59,789 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-22 16:32:59,789 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-22 16:33:05,587 [INFO] Backbone: efficientnet-b3
2024-01-22 16:33:05,699 [INFO] Backbone: efficientnet-b3
2024-01-22 16:38:51,955 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-22 16:38:51,955 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-22 16:38:51,955 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-22 16:38:57,987 [INFO] Backbone: efficientnet-b3
2024-01-22 16:38:58,210 [INFO] Backbone: efficientnet-b3
2024-01-22 17:06:49,385 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-22 17:06:49,386 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-22 17:06:49,386 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-22 17:06:55,227 [INFO] Backbone: efficientnet-b3
2024-01-22 17:06:55,346 [INFO] Backbone: efficientnet-b3
2024-01-22 17:08:08,984 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-22 17:08:08,985 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-22 17:08:08,985 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-22 17:08:15,529 [INFO] Backbone: efficientnet-b3
2024-01-22 17:08:15,663 [INFO] Backbone: efficientnet-b3
2024-01-22 17:10:57,102 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-22 17:10:57,103 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-22 17:10:57,103 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-22 17:11:03,170 [INFO] Backbone: efficientnet-b3
2024-01-22 17:11:03,346 [INFO] Backbone: efficientnet-b3
2024-01-22 17:18:44,560 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-22 17:18:44,560 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-22 17:18:44,560 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-22 17:18:50,322 [INFO] Backbone: efficientnet-b3
2024-01-22 17:18:50,431 [INFO] Backbone: efficientnet-b3
2024-01-22 17:19:18,158 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-22 17:19:18,158 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-22 17:19:18,158 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-22 17:19:25,636 [INFO] Backbone: efficientnet-b3
2024-01-22 17:19:25,760 [INFO] Backbone: efficientnet-b3
2024-01-22 17:23:30,965 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-22 17:23:30,965 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-22 17:23:30,965 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-22 17:23:36,951 [INFO] Backbone: efficientnet-b3
2024-01-22 17:23:37,066 [INFO] Backbone: efficientnet-b3
2024-01-23 13:35:02,091 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-23 13:35:02,092 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-23 13:35:02,092 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-23 13:35:09,659 [INFO] Backbone: efficientnet-b3
2024-01-23 13:35:09,860 [INFO] Backbone: efficientnet-b3
2024-01-23 13:36:08,271 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-23 13:36:08,272 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-23 13:36:08,272 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-23 13:36:14,975 [INFO] Backbone: efficientnet-b3
2024-01-23 13:36:15,106 [INFO] Backbone: efficientnet-b3
2024-01-23 16:25:17,793 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-23 16:25:17,794 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-23 16:25:17,794 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-23 16:25:24,406 [INFO] Backbone: efficientnet-b3
2024-01-23 16:25:24,613 [INFO] Backbone: efficientnet-b3
2024-01-23 16:28:50,556 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-23 16:28:50,557 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-23 16:28:50,557 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-23 16:28:57,505 [INFO] Backbone: efficientnet-b3
2024-01-23 16:28:57,663 [INFO] Backbone: efficientnet-b3
2024-01-23 16:31:49,778 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-23 16:31:49,778 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-23 16:31:49,778 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-23 16:31:55,612 [INFO] Backbone: efficientnet-b3
2024-01-23 16:31:55,730 [INFO] Backbone: efficientnet-b3
2024-01-23 16:34:03,961 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-23 16:34:03,961 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-23 16:34:03,961 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-23 16:34:09,749 [INFO] Backbone: efficientnet-b3
2024-01-23 16:34:09,868 [INFO] Backbone: efficientnet-b3
2024-01-23 16:35:57,590 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-23 16:35:57,590 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-23 16:35:57,590 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-23 16:36:03,880 [INFO] Backbone: efficientnet-b3
2024-01-23 16:36:04,135 [INFO] Backbone: efficientnet-b3
2024-01-23 16:46:43,376 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-23 16:46:43,376 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-23 16:46:43,376 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-23 16:46:49,153 [INFO] Backbone: efficientnet-b3
2024-01-23 16:46:49,270 [INFO] Backbone: efficientnet-b3
2024-01-23 16:54:28,892 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-23 16:54:28,893 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-23 16:54:28,893 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-23 16:54:34,818 [INFO] Backbone: efficientnet-b3
2024-01-23 16:54:34,936 [INFO] Backbone: efficientnet-b3
2024-01-23 16:58:08,741 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-23 16:58:08,741 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-23 16:58:08,741 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-23 16:58:14,671 [INFO] Backbone: efficientnet-b3
2024-01-23 16:58:14,786 [INFO] Backbone: efficientnet-b3
2024-01-23 16:59:46,082 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-23 16:59:46,082 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-23 16:59:46,082 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-23 16:59:51,955 [INFO] Backbone: efficientnet-b3
2024-01-23 16:59:52,206 [INFO] Backbone: efficientnet-b3
2024-01-23 17:01:24,468 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-23 17:01:24,468 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-23 17:01:24,468 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-23 17:01:30,289 [INFO] Backbone: efficientnet-b3
2024-01-23 17:01:30,431 [INFO] Backbone: efficientnet-b3
2024-01-23 17:02:31,544 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-23 17:02:31,544 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-23 17:02:31,544 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-23 17:02:37,530 [INFO] Backbone: efficientnet-b3
2024-01-23 17:02:37,645 [INFO] Backbone: efficientnet-b3
2024-01-23 17:12:17,533 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-23 17:12:17,533 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-23 17:12:17,534 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-23 17:12:23,478 [INFO] Backbone: efficientnet-b3
2024-01-23 17:12:23,715 [INFO] Backbone: efficientnet-b3
2024-01-23 17:12:37,404 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-23 17:12:37,404 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-23 17:12:37,404 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-23 17:12:43,264 [INFO] Backbone: efficientnet-b3
2024-01-23 17:12:43,384 [INFO] Backbone: efficientnet-b3
2024-01-23 17:14:51,906 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-23 17:14:51,906 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-23 17:14:51,906 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-23 17:14:58,226 [INFO] Backbone: efficientnet-b3
2024-01-23 17:14:58,338 [INFO] Backbone: efficientnet-b3
2024-01-23 17:16:49,714 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-23 17:16:49,715 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-23 17:16:49,715 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-23 17:16:55,851 [INFO] Backbone: efficientnet-b3
2024-01-23 17:16:56,074 [INFO] Backbone: efficientnet-b3
2024-01-23 17:18:04,452 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-23 17:18:04,452 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-23 17:18:04,452 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-23 17:18:10,468 [INFO] Backbone: efficientnet-b3
2024-01-23 17:18:10,714 [INFO] Backbone: efficientnet-b3
2024-01-23 17:23:39,562 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-23 17:23:39,563 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-23 17:23:39,563 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-23 17:23:45,394 [INFO] Backbone: efficientnet-b3
2024-01-23 17:23:45,509 [INFO] Backbone: efficientnet-b3
2024-01-23 17:26:10,870 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-23 17:26:10,870 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-23 17:26:10,870 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-23 17:26:16,828 [INFO] Backbone: efficientnet-b3
2024-01-23 17:26:16,947 [INFO] Backbone: efficientnet-b3
2024-01-23 17:27:27,748 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-23 17:27:27,748 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-23 17:27:27,748 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-23 17:27:33,550 [INFO] Backbone: efficientnet-b3
2024-01-23 17:27:33,670 [INFO] Backbone: efficientnet-b3
2024-01-23 17:37:59,438 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-23 17:37:59,438 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-23 17:37:59,438 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-23 17:38:05,352 [INFO] Backbone: efficientnet-b3
2024-01-23 17:38:05,472 [INFO] Backbone: efficientnet-b3
2024-01-23 17:39:56,031 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-23 17:39:56,031 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-23 17:39:56,031 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-23 17:40:01,854 [INFO] Backbone: efficientnet-b3
2024-01-23 17:40:01,974 [INFO] Backbone: efficientnet-b3
2024-01-23 18:04:21,020 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-23 18:04:21,021 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-23 18:04:21,021 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-23 18:04:27,850 [INFO] Backbone: efficientnet-b3
2024-01-23 18:04:27,998 [INFO] Backbone: efficientnet-b3
2024-01-23 18:12:07,022 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-23 18:12:07,023 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-23 18:12:07,023 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-23 18:12:13,386 [INFO] Backbone: efficientnet-b3
2024-01-23 18:12:13,560 [INFO] Backbone: efficientnet-b3
2024-01-23 18:12:50,158 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-23 18:12:50,159 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-23 18:12:50,159 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-23 18:12:56,636 [INFO] Backbone: efficientnet-b3
2024-01-23 18:12:56,797 [INFO] Backbone: efficientnet-b3
2024-01-23 18:14:08,183 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-23 18:14:08,183 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-23 18:14:08,183 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-23 18:14:14,337 [INFO] Backbone: efficientnet-b3
2024-01-23 18:14:14,491 [INFO] Backbone: efficientnet-b3
2024-01-23 18:15:10,560 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-23 18:15:10,561 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-23 18:15:10,561 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-23 18:15:16,552 [INFO] Backbone: efficientnet-b3
2024-01-23 18:15:16,699 [INFO] Backbone: efficientnet-b3
2024-01-23 18:15:41,704 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-23 18:15:41,704 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-23 18:15:41,704 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-23 18:15:48,316 [INFO] Backbone: efficientnet-b3
2024-01-23 18:15:48,616 [INFO] Backbone: efficientnet-b3
2024-01-23 18:27:36,233 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-23 18:27:36,234 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-23 18:27:36,234 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-23 18:27:42,275 [INFO] Backbone: efficientnet-b3
2024-01-23 18:27:42,545 [INFO] Backbone: efficientnet-b3
2024-01-23 18:29:26,346 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-23 18:29:26,347 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-23 18:29:26,347 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-23 18:29:32,324 [INFO] Backbone: efficientnet-b3
2024-01-23 18:29:32,471 [INFO] Backbone: efficientnet-b3
2024-01-23 18:31:59,176 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-23 18:31:59,177 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-23 18:31:59,177 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-23 18:32:05,038 [INFO] Backbone: efficientnet-b3
2024-01-23 18:32:05,181 [INFO] Backbone: efficientnet-b3
2024-01-23 18:33:01,067 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-23 18:33:01,067 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-23 18:33:01,067 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-23 18:33:07,138 [INFO] Backbone: efficientnet-b3
2024-01-23 18:33:07,289 [INFO] Backbone: efficientnet-b3
2024-01-23 18:39:38,792 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-23 18:39:38,792 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-23 18:39:38,792 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-23 18:42:17,925 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-23 18:42:17,925 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-23 18:42:17,925 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-23 18:45:07,298 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-23 18:45:07,298 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-23 18:45:07,299 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-23 18:45:13,080 [INFO] Backbone: efficientnet-b3
2024-01-23 18:45:13,195 [INFO] Backbone: efficientnet-b3
2024-01-23 18:46:46,236 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-23 18:46:46,237 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-23 18:46:46,237 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-23 18:46:52,144 [INFO] Backbone: efficientnet-b3
2024-01-23 18:46:52,316 [INFO] Backbone: efficientnet-b3
2024-01-23 18:49:30,128 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-23 18:49:30,128 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-23 18:49:30,129 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-23 18:49:36,205 [INFO] Backbone: efficientnet-b3
2024-01-23 18:49:36,417 [INFO] Backbone: efficientnet-b3
2024-01-23 18:50:48,180 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-23 18:50:48,180 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-23 18:50:48,180 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-23 18:50:54,107 [INFO] Backbone: efficientnet-b3
2024-01-23 18:50:54,231 [INFO] Backbone: efficientnet-b3
2024-01-23 18:51:48,987 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-23 18:51:48,988 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-23 18:51:48,988 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-23 18:51:55,013 [INFO] Backbone: efficientnet-b3
2024-01-23 18:51:55,139 [INFO] Backbone: efficientnet-b3
2024-01-23 18:53:08,847 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-23 18:53:08,847 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-23 18:53:08,847 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-23 18:53:14,689 [INFO] Backbone: efficientnet-b3
2024-01-23 18:53:14,804 [INFO] Backbone: efficientnet-b3
2024-01-23 18:55:53,686 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-23 18:55:53,687 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-23 18:55:53,687 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-23 18:55:59,578 [INFO] Backbone: efficientnet-b3
2024-01-23 18:55:59,693 [INFO] Backbone: efficientnet-b3
2024-01-23 18:57:18,852 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-23 18:57:18,852 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-23 18:57:18,852 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-23 18:57:25,111 [INFO] Backbone: efficientnet-b3
2024-01-23 18:57:25,368 [INFO] Backbone: efficientnet-b3
2024-01-24 10:15:31,026 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-24 10:15:31,027 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-24 10:15:31,027 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-24 10:15:38,098 [INFO] Backbone: efficientnet-b3
2024-01-24 10:15:38,260 [INFO] Backbone: efficientnet-b3
2024-01-24 10:23:56,490 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-24 10:23:56,491 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-24 10:23:56,491 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-24 10:24:02,682 [INFO] Backbone: efficientnet-b3
2024-01-24 10:24:02,802 [INFO] Backbone: efficientnet-b3
2024-01-24 10:24:57,075 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-24 10:24:57,075 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-24 10:24:57,076 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-24 10:25:03,513 [INFO] Backbone: efficientnet-b3
2024-01-24 10:25:03,628 [INFO] Backbone: efficientnet-b3
2024-01-24 10:25:31,673 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-24 10:25:31,674 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-24 10:25:31,674 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-24 10:25:37,796 [INFO] Backbone: efficientnet-b3
2024-01-24 10:25:38,047 [INFO] Backbone: efficientnet-b3
2024-01-24 10:49:24,149 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-24 10:49:24,149 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-24 10:49:24,149 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-24 10:49:30,345 [INFO] Backbone: efficientnet-b3
2024-01-24 10:49:30,509 [INFO] Backbone: efficientnet-b3
2024-01-24 10:59:54,069 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-24 10:59:54,069 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-24 10:59:54,069 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-24 10:59:59,849 [INFO] Backbone: efficientnet-b3
2024-01-24 10:59:59,966 [INFO] Backbone: efficientnet-b3
2024-01-24 11:05:18,943 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-24 11:05:18,943 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-24 11:05:18,943 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-24 11:05:24,972 [INFO] Backbone: efficientnet-b3
2024-01-24 11:05:25,091 [INFO] Backbone: efficientnet-b3
2024-01-24 11:06:20,543 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-24 11:06:20,544 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-24 11:06:20,544 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-24 11:06:26,396 [INFO] Backbone: efficientnet-b3
2024-01-24 11:06:26,520 [INFO] Backbone: efficientnet-b3
2024-01-24 11:33:00,676 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-24 11:33:00,677 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-24 11:33:00,677 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-24 11:33:08,145 [INFO] Backbone: efficientnet-b3
2024-01-24 11:33:08,404 [INFO] Backbone: efficientnet-b3
2024-01-24 11:36:15,653 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-24 11:36:15,653 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-24 11:36:15,653 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-24 11:36:21,577 [INFO] Backbone: efficientnet-b3
2024-01-24 11:36:21,693 [INFO] Backbone: efficientnet-b3
2024-01-24 11:38:23,267 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-24 11:38:23,267 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-24 11:38:23,267 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-24 11:38:29,216 [INFO] Backbone: efficientnet-b3
2024-01-24 11:38:29,335 [INFO] Backbone: efficientnet-b3
2024-01-24 11:40:29,823 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-24 11:40:29,824 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-24 11:40:29,824 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-24 11:40:36,240 [INFO] Backbone: efficientnet-b3
2024-01-24 11:40:36,361 [INFO] Backbone: efficientnet-b3
2024-01-24 11:45:02,609 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-24 11:45:02,609 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-24 11:45:02,609 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-24 11:45:08,496 [INFO] Backbone: efficientnet-b3
2024-01-24 11:45:08,615 [INFO] Backbone: efficientnet-b3
2024-01-24 12:00:02,261 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-24 12:00:02,261 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-24 12:00:02,261 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-24 12:00:08,521 [INFO] Backbone: efficientnet-b3
2024-01-24 12:00:08,753 [INFO] Backbone: efficientnet-b3
2024-01-24 12:00:34,364 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-24 12:00:34,365 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-24 12:00:34,365 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-24 12:00:40,675 [INFO] Backbone: efficientnet-b3
2024-01-24 12:00:40,923 [INFO] Backbone: efficientnet-b3
2024-01-24 12:02:22,266 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-24 12:02:22,266 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-24 12:02:22,266 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-24 12:02:28,421 [INFO] Backbone: efficientnet-b3
2024-01-24 12:02:28,539 [INFO] Backbone: efficientnet-b3
2024-01-24 12:03:59,771 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-24 12:03:59,772 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-24 12:03:59,772 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-24 12:04:05,647 [INFO] Backbone: efficientnet-b3
2024-01-24 12:04:05,764 [INFO] Backbone: efficientnet-b3
2024-01-24 12:17:12,213 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-24 12:17:12,213 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-24 12:17:12,213 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-24 12:17:18,343 [INFO] Backbone: efficientnet-b3
2024-01-24 12:17:18,460 [INFO] Backbone: efficientnet-b3
2024-01-24 12:19:38,932 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-24 12:19:38,932 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-24 12:19:38,932 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-24 12:19:45,379 [INFO] Backbone: efficientnet-b3
2024-01-24 12:19:45,601 [INFO] Backbone: efficientnet-b3
2024-01-24 12:20:48,703 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-24 12:20:48,703 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-24 12:20:48,703 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-24 12:20:54,844 [INFO] Backbone: efficientnet-b3
2024-01-24 12:20:55,080 [INFO] Backbone: efficientnet-b3
2024-01-24 12:21:58,545 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-24 12:21:58,545 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-24 12:21:58,545 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-24 12:22:04,669 [INFO] Backbone: efficientnet-b3
2024-01-24 12:22:04,785 [INFO] Backbone: efficientnet-b3
2024-01-24 12:22:18,723 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-24 12:22:18,723 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-24 12:22:18,723 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-24 12:22:25,066 [INFO] Backbone: efficientnet-b3
2024-01-24 12:22:25,181 [INFO] Backbone: efficientnet-b3
2024-01-24 12:23:45,339 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-24 12:23:45,339 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-24 12:23:45,339 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-24 12:23:51,831 [INFO] Backbone: efficientnet-b3
2024-01-24 12:23:51,948 [INFO] Backbone: efficientnet-b3
2024-01-24 12:24:59,865 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-24 12:24:59,865 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-24 12:24:59,865 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-24 12:25:06,174 [INFO] Backbone: efficientnet-b3
2024-01-24 12:25:06,297 [INFO] Backbone: efficientnet-b3
2024-01-24 12:28:48,652 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-24 12:28:48,652 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-24 12:28:48,652 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-24 12:28:54,723 [INFO] Backbone: efficientnet-b3
2024-01-24 12:28:54,831 [INFO] Backbone: efficientnet-b3
2024-01-24 12:29:58,429 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-24 12:29:58,429 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-24 12:29:58,429 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-24 12:30:04,527 [INFO] Backbone: efficientnet-b3
2024-01-24 12:30:04,645 [INFO] Backbone: efficientnet-b3
2024-01-24 12:31:31,756 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-24 12:31:31,756 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-24 12:31:31,756 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-24 12:31:37,981 [INFO] Backbone: efficientnet-b3
2024-01-24 12:31:38,211 [INFO] Backbone: efficientnet-b3
2024-01-24 12:32:12,454 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-24 12:32:12,455 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-24 12:32:12,455 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-24 12:32:18,777 [INFO] Backbone: efficientnet-b3
2024-01-24 12:32:19,023 [INFO] Backbone: efficientnet-b3
2024-01-24 12:36:13,009 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-24 12:36:13,010 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-24 12:36:13,010 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-24 12:36:18,903 [INFO] Backbone: efficientnet-b3
2024-01-24 12:36:19,024 [INFO] Backbone: efficientnet-b3
2024-01-24 13:34:06,898 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-24 13:34:06,898 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-24 13:34:06,898 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-24 13:34:13,149 [INFO] Backbone: efficientnet-b3
2024-01-24 13:34:13,374 [INFO] Backbone: efficientnet-b3
2024-01-24 13:42:00,722 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-24 13:42:00,723 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-24 13:42:00,723 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-24 13:42:06,818 [INFO] Backbone: efficientnet-b3
2024-01-24 13:42:06,937 [INFO] Backbone: efficientnet-b3
2024-01-24 13:43:42,156 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-24 13:43:42,157 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-24 13:43:42,157 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-24 13:43:48,119 [INFO] Backbone: efficientnet-b3
2024-01-24 13:43:48,237 [INFO] Backbone: efficientnet-b3
2024-01-24 13:45:35,491 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-24 13:45:35,491 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-24 13:45:35,491 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-24 13:45:41,780 [INFO] Backbone: efficientnet-b3
2024-01-24 13:45:41,909 [INFO] Backbone: efficientnet-b3
2024-01-24 14:26:43,970 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-24 14:26:43,971 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-24 14:26:43,971 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-24 14:26:50,160 [INFO] Backbone: efficientnet-b3
2024-01-24 14:26:50,278 [INFO] Backbone: efficientnet-b3
2024-01-24 14:27:43,652 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-24 14:27:43,653 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-24 14:27:43,653 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-24 14:27:50,040 [INFO] Backbone: efficientnet-b3
2024-01-24 14:27:50,166 [INFO] Backbone: efficientnet-b3
2024-01-24 14:29:40,591 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-24 14:29:40,591 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-24 14:29:40,591 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-24 14:29:47,316 [INFO] Backbone: efficientnet-b3
2024-01-24 14:29:47,439 [INFO] Backbone: efficientnet-b3
2024-01-24 15:41:56,911 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-24 15:41:56,912 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-24 15:41:56,912 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-24 15:42:03,050 [INFO] Backbone: efficientnet-b3
2024-01-24 15:42:03,167 [INFO] Backbone: efficientnet-b3
2024-01-24 15:45:16,342 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-24 15:45:16,343 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-24 15:45:16,343 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-24 15:45:22,662 [INFO] Backbone: efficientnet-b3
2024-01-24 15:45:22,907 [INFO] Backbone: efficientnet-b3
2024-01-24 15:54:37,435 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-24 15:54:37,435 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-24 15:54:37,435 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-24 15:54:43,917 [INFO] Backbone: efficientnet-b3
2024-01-24 15:54:44,034 [INFO] Backbone: efficientnet-b3
2024-01-24 15:56:10,739 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-24 15:56:10,740 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-24 15:56:10,740 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-24 15:56:17,912 [INFO] Backbone: efficientnet-b3
2024-01-24 15:56:18,093 [INFO] Backbone: efficientnet-b3
2024-01-24 15:57:00,492 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-24 15:57:00,492 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-24 15:57:00,492 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-24 15:57:06,648 [INFO] Backbone: efficientnet-b3
2024-01-24 15:57:06,774 [INFO] Backbone: efficientnet-b3
2024-01-24 16:00:25,291 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-24 16:00:25,291 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-24 16:00:25,291 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-24 16:00:31,273 [INFO] Backbone: efficientnet-b3
2024-01-24 16:00:31,386 [INFO] Backbone: efficientnet-b3
2024-01-24 16:10:06,032 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-24 16:10:06,032 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-24 16:10:06,032 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-24 16:10:11,801 [INFO] Backbone: efficientnet-b3
2024-01-24 16:10:11,977 [INFO] Backbone: efficientnet-b3
2024-01-24 16:15:20,813 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-24 16:15:20,814 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-24 16:15:20,814 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-24 16:15:26,913 [INFO] Backbone: efficientnet-b3
2024-01-24 16:15:27,030 [INFO] Backbone: efficientnet-b3
2024-01-24 16:16:00,810 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-24 16:16:00,811 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-24 16:16:00,811 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-24 16:16:06,486 [INFO] Backbone: efficientnet-b3
2024-01-24 16:16:06,600 [INFO] Backbone: efficientnet-b3
2024-01-24 16:17:02,428 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-24 16:17:02,429 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-24 16:17:02,429 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-24 16:17:08,193 [INFO] Backbone: efficientnet-b3
2024-01-24 16:17:08,308 [INFO] Backbone: efficientnet-b3
2024-01-24 16:18:40,437 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-24 16:18:40,437 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-24 16:18:40,437 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-24 16:18:46,193 [INFO] Backbone: efficientnet-b3
2024-01-24 16:18:46,410 [INFO] Backbone: efficientnet-b3
2024-01-24 16:19:45,867 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-24 16:19:45,868 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-24 16:19:45,868 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-24 16:19:51,715 [INFO] Backbone: efficientnet-b3
2024-01-24 16:19:51,834 [INFO] Backbone: efficientnet-b3
2024-01-24 16:21:11,997 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-24 16:21:11,997 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-24 16:21:11,997 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-24 16:21:18,162 [INFO] Backbone: efficientnet-b3
2024-01-24 16:21:18,288 [INFO] Backbone: efficientnet-b3
2024-01-24 17:02:52,822 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-24 17:02:52,822 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-24 17:02:52,822 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-24 17:02:59,003 [INFO] Backbone: efficientnet-b3
2024-01-24 17:02:59,164 [INFO] Backbone: efficientnet-b3
2024-01-24 17:03:46,047 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-24 17:03:46,048 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-24 17:03:46,048 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-24 17:03:52,422 [INFO] Backbone: efficientnet-b3
2024-01-24 17:03:52,542 [INFO] Backbone: efficientnet-b3
2024-01-24 17:05:42,165 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-24 17:05:42,165 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-24 17:05:42,165 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-24 17:05:48,177 [INFO] Backbone: efficientnet-b3
2024-01-24 17:05:48,291 [INFO] Backbone: efficientnet-b3
2024-01-24 17:07:02,122 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-24 17:07:02,122 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-24 17:07:02,122 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-24 17:07:08,368 [INFO] Backbone: efficientnet-b3
2024-01-24 17:07:08,486 [INFO] Backbone: efficientnet-b3
2024-01-25 09:45:53,342 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 09:45:53,343 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 09:45:53,343 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 09:46:00,491 [INFO] Backbone: efficientnet-b3
2024-01-25 09:46:00,663 [INFO] Backbone: efficientnet-b3
2024-01-25 09:47:21,019 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 09:47:21,020 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 09:47:21,020 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 09:47:27,553 [INFO] Backbone: efficientnet-b3
2024-01-25 09:47:27,684 [INFO] Backbone: efficientnet-b3
2024-01-25 09:48:23,058 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 09:48:23,059 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 09:48:23,059 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 09:48:29,537 [INFO] Backbone: efficientnet-b3
2024-01-25 09:48:29,660 [INFO] Backbone: efficientnet-b3
2024-01-25 09:49:18,013 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 09:49:18,013 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 09:49:18,013 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 09:49:24,221 [INFO] Backbone: efficientnet-b3
2024-01-25 09:49:24,415 [INFO] Backbone: efficientnet-b3
2024-01-25 11:35:03,325 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 11:35:03,326 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 11:35:03,326 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 11:35:09,804 [INFO] Backbone: efficientnet-b3
2024-01-25 11:35:09,918 [INFO] Backbone: efficientnet-b3
2024-01-25 11:47:43,064 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 11:47:43,064 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 11:47:43,064 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 11:47:48,950 [INFO] Backbone: efficientnet-b3
2024-01-25 11:47:49,086 [INFO] Backbone: efficientnet-b3
2024-01-25 11:48:27,818 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 11:48:27,819 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 11:48:27,819 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 11:48:33,891 [INFO] Backbone: efficientnet-b3
2024-01-25 11:48:34,013 [INFO] Backbone: efficientnet-b3
2024-01-25 12:25:13,410 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 12:25:13,411 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 12:25:13,411 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 12:25:19,451 [INFO] Backbone: efficientnet-b3
2024-01-25 12:25:19,568 [INFO] Backbone: efficientnet-b3
2024-01-25 12:45:25,792 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 12:45:25,792 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 12:45:25,792 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 12:45:32,051 [INFO] Backbone: efficientnet-b3
2024-01-25 12:45:32,256 [INFO] Backbone: efficientnet-b3
2024-01-25 12:47:37,702 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 12:47:37,702 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 12:47:37,702 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 12:47:43,719 [INFO] Backbone: efficientnet-b3
2024-01-25 12:47:43,921 [INFO] Backbone: efficientnet-b3
2024-01-25 16:45:57,334 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 16:45:57,335 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 16:45:57,335 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 16:46:03,523 [INFO] Backbone: efficientnet-b3
2024-01-25 16:46:03,728 [INFO] Backbone: efficientnet-b3
2024-01-25 16:47:49,738 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 16:47:49,738 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 16:47:49,738 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 16:47:56,124 [INFO] Backbone: efficientnet-b3
2024-01-25 16:47:56,243 [INFO] Backbone: efficientnet-b3
2024-01-25 16:48:24,561 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 16:48:24,562 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 16:48:24,562 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 16:48:31,137 [INFO] Backbone: efficientnet-b3
2024-01-25 16:48:31,257 [INFO] Backbone: efficientnet-b3
2024-01-25 16:49:48,628 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 16:49:48,628 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 16:49:48,628 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 16:49:55,038 [INFO] Backbone: efficientnet-b3
2024-01-25 16:49:55,156 [INFO] Backbone: efficientnet-b3
2024-01-25 16:50:53,079 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 16:50:53,079 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 16:50:53,080 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 16:50:59,506 [INFO] Backbone: efficientnet-b3
2024-01-25 16:50:59,625 [INFO] Backbone: efficientnet-b3
2024-01-25 16:54:24,491 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 16:54:24,491 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 16:54:24,491 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 16:54:30,365 [INFO] Backbone: efficientnet-b3
2024-01-25 16:54:30,474 [INFO] Backbone: efficientnet-b3
2024-01-25 16:58:00,911 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 16:58:00,911 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 16:58:00,911 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 16:58:07,310 [INFO] Backbone: efficientnet-b3
2024-01-25 16:58:07,424 [INFO] Backbone: efficientnet-b3
2024-01-25 17:08:17,755 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 17:08:17,756 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 17:08:17,756 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 17:08:23,882 [INFO] Backbone: efficientnet-b3
2024-01-25 17:08:24,003 [INFO] Backbone: efficientnet-b3
2024-01-25 17:15:28,913 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 17:15:28,914 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 17:15:28,914 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 17:15:34,819 [INFO] Backbone: efficientnet-b3
2024-01-25 17:15:35,053 [INFO] Backbone: efficientnet-b3
2024-01-25 17:19:01,123 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 17:19:01,123 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 17:19:01,123 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 17:19:07,064 [INFO] Backbone: efficientnet-b3
2024-01-25 17:19:07,185 [INFO] Backbone: efficientnet-b3
2024-01-25 17:19:40,932 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 17:19:40,933 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 17:19:40,933 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 17:19:47,562 [INFO] Backbone: efficientnet-b3
2024-01-25 17:19:47,812 [INFO] Backbone: efficientnet-b3
2024-01-25 17:21:06,571 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 17:21:06,571 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 17:21:06,571 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 17:21:12,775 [INFO] Backbone: efficientnet-b3
2024-01-25 17:21:12,894 [INFO] Backbone: efficientnet-b3
2024-01-25 18:40:24,931 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 18:40:24,931 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 18:40:24,931 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 18:40:31,095 [INFO] Backbone: efficientnet-b3
2024-01-25 18:40:31,219 [INFO] Backbone: efficientnet-b3
2024-01-25 18:41:01,429 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 18:41:01,429 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 18:41:01,429 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 18:41:08,026 [INFO] Backbone: efficientnet-b3
2024-01-25 18:41:08,265 [INFO] Backbone: efficientnet-b3
2024-01-25 18:42:14,269 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 18:42:14,270 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 18:42:14,270 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 18:42:20,520 [INFO] Backbone: efficientnet-b3
2024-01-25 18:42:20,667 [INFO] Backbone: efficientnet-b3
2024-01-25 18:43:50,683 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 18:43:50,683 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 18:43:50,683 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 18:43:56,919 [INFO] Backbone: efficientnet-b3
2024-01-25 18:43:57,035 [INFO] Backbone: efficientnet-b3
2024-01-25 18:46:32,193 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 18:46:32,193 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 18:46:32,193 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 18:46:38,496 [INFO] Backbone: efficientnet-b3
2024-01-25 18:46:38,648 [INFO] Backbone: efficientnet-b3
2024-01-25 18:47:12,740 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 18:47:12,740 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 18:47:12,741 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 18:47:18,860 [INFO] Backbone: efficientnet-b3
2024-01-25 18:47:18,979 [INFO] Backbone: efficientnet-b3
2024-01-25 18:52:06,017 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 18:52:06,017 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 18:52:06,017 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 18:52:12,212 [INFO] Backbone: efficientnet-b3
2024-01-25 18:52:12,358 [INFO] Backbone: efficientnet-b3
2024-01-25 18:53:12,306 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 18:53:12,307 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 18:53:12,307 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 18:53:18,797 [INFO] Backbone: efficientnet-b3
2024-01-25 18:53:18,918 [INFO] Backbone: efficientnet-b3
2024-01-25 18:55:35,280 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 18:55:35,281 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 18:55:35,281 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 18:55:41,226 [INFO] Backbone: efficientnet-b3
2024-01-25 18:55:41,340 [INFO] Backbone: efficientnet-b3
2024-01-25 18:56:01,769 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 18:56:01,769 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 18:56:01,769 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 18:56:08,553 [INFO] Backbone: efficientnet-b3
2024-01-25 18:56:08,670 [INFO] Backbone: efficientnet-b3
2024-01-25 18:57:05,212 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 18:57:05,212 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 18:57:05,212 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 18:57:11,442 [INFO] Backbone: efficientnet-b3
2024-01-25 18:57:11,562 [INFO] Backbone: efficientnet-b3
2024-01-25 18:58:12,443 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 18:58:12,444 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 18:58:12,444 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 18:58:18,688 [INFO] Backbone: efficientnet-b3
2024-01-25 18:58:18,921 [INFO] Backbone: efficientnet-b3
2024-01-25 19:07:45,966 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 19:07:45,966 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 19:07:45,966 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 19:07:51,785 [INFO] Backbone: efficientnet-b3
2024-01-25 19:07:51,901 [INFO] Backbone: efficientnet-b3
2024-01-25 19:10:31,932 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 19:10:31,932 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 19:10:31,932 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 19:10:38,131 [INFO] Backbone: efficientnet-b3
2024-01-25 19:10:38,244 [INFO] Backbone: efficientnet-b3
2024-01-25 19:17:27,709 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 19:17:27,709 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 19:17:27,709 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 19:17:33,808 [INFO] Backbone: efficientnet-b3
2024-01-25 19:17:33,947 [INFO] Backbone: efficientnet-b3
2024-01-25 19:37:14,243 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 19:37:14,243 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 19:37:14,243 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 19:38:11,940 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 19:38:11,940 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 19:38:11,940 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 19:38:18,072 [INFO] Backbone: efficientnet-b3
2024-01-25 19:38:18,197 [INFO] Backbone: efficientnet-b3
2024-01-25 19:42:13,323 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 19:42:13,324 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 19:42:13,324 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 19:42:19,729 [INFO] Backbone: efficientnet-b3
2024-01-25 19:42:19,846 [INFO] Backbone: efficientnet-b3
2024-01-25 19:46:46,070 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 19:46:46,070 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 19:46:46,070 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 19:46:52,121 [INFO] Backbone: efficientnet-b3
2024-01-25 19:46:52,236 [INFO] Backbone: efficientnet-b3
2024-01-25 19:47:52,866 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 19:47:52,866 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 19:47:52,866 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 19:47:59,310 [INFO] Backbone: efficientnet-b3
2024-01-25 19:47:59,430 [INFO] Backbone: efficientnet-b3
2024-01-25 19:50:41,330 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 19:50:41,331 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 19:50:41,331 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 19:50:47,415 [INFO] Backbone: efficientnet-b3
2024-01-25 19:50:47,640 [INFO] Backbone: efficientnet-b3
2024-01-25 19:53:41,243 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 19:53:41,244 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 19:53:41,244 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 19:53:47,375 [INFO] Backbone: efficientnet-b3
2024-01-25 19:53:47,489 [INFO] Backbone: efficientnet-b3
2024-01-25 19:55:39,570 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 19:55:39,571 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 19:55:39,571 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 19:55:45,582 [INFO] Backbone: efficientnet-b3
2024-01-25 19:55:45,697 [INFO] Backbone: efficientnet-b3
2024-01-25 19:57:10,231 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 19:57:10,231 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 19:57:10,231 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 19:57:16,543 [INFO] Backbone: efficientnet-b3
2024-01-25 19:57:16,661 [INFO] Backbone: efficientnet-b3
2024-01-25 19:57:36,262 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 19:57:36,263 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 19:57:36,263 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 19:57:43,089 [INFO] Backbone: efficientnet-b3
2024-01-25 19:57:43,206 [INFO] Backbone: efficientnet-b3
2024-01-25 20:03:10,146 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 20:03:10,146 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 20:03:10,146 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 20:03:16,399 [INFO] Backbone: efficientnet-b3
2024-01-25 20:03:16,509 [INFO] Backbone: efficientnet-b3
2024-01-25 20:15:38,401 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 20:15:38,402 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 20:15:38,402 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 20:15:45,101 [INFO] Backbone: efficientnet-b3
2024-01-25 20:15:45,223 [INFO] Backbone: efficientnet-b3
2024-01-25 20:16:51,631 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 20:16:51,631 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 20:16:51,631 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 20:16:57,721 [INFO] Backbone: efficientnet-b3
2024-01-25 20:16:57,862 [INFO] Backbone: efficientnet-b3
2024-01-25 20:18:51,937 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 20:18:51,937 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 20:18:51,937 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 20:18:57,793 [INFO] Backbone: efficientnet-b3
2024-01-25 20:18:57,907 [INFO] Backbone: efficientnet-b3
2024-01-25 20:20:53,459 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 20:20:53,459 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 20:20:53,459 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 20:20:59,681 [INFO] Backbone: efficientnet-b3
2024-01-25 20:20:59,792 [INFO] Backbone: efficientnet-b3
2024-01-25 20:22:38,716 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 20:22:38,716 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 20:22:38,716 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 20:22:44,727 [INFO] Backbone: efficientnet-b3
2024-01-25 20:22:44,848 [INFO] Backbone: efficientnet-b3
2024-01-25 20:24:05,870 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 20:24:05,870 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 20:24:05,870 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 20:24:12,350 [INFO] Backbone: efficientnet-b3
2024-01-25 20:24:12,470 [INFO] Backbone: efficientnet-b3
2024-01-25 20:30:21,544 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 20:30:21,545 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 20:30:21,545 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 20:30:27,875 [INFO] Backbone: efficientnet-b3
2024-01-25 20:30:27,991 [INFO] Backbone: efficientnet-b3
2024-01-25 20:34:49,632 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 20:34:49,633 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 20:34:49,633 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 20:34:55,875 [INFO] Backbone: efficientnet-b3
2024-01-25 20:34:55,994 [INFO] Backbone: efficientnet-b3
2024-01-25 20:35:34,203 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 20:35:34,204 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 20:35:34,204 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 20:35:40,294 [INFO] Backbone: efficientnet-b3
2024-01-25 20:35:40,415 [INFO] Backbone: efficientnet-b3
2024-01-25 20:37:33,487 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 20:37:33,487 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 20:37:33,487 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 20:37:39,765 [INFO] Backbone: efficientnet-b3
2024-01-25 20:37:40,021 [INFO] Backbone: efficientnet-b3
2024-01-25 20:42:36,978 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 20:42:36,978 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 20:42:36,978 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 20:42:43,071 [INFO] Backbone: efficientnet-b3
2024-01-25 20:42:43,180 [INFO] Backbone: efficientnet-b3
2024-01-25 20:44:06,729 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 20:44:06,730 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 20:44:06,730 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 20:44:12,905 [INFO] Backbone: efficientnet-b3
2024-01-25 20:44:13,031 [INFO] Backbone: efficientnet-b3
2024-01-25 20:45:22,753 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 20:45:22,753 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 20:45:22,753 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 20:45:28,943 [INFO] Backbone: efficientnet-b3
2024-01-25 20:45:29,083 [INFO] Backbone: efficientnet-b3
2024-01-25 20:48:59,917 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 20:48:59,917 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 20:48:59,917 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 20:49:05,937 [INFO] Backbone: efficientnet-b3
2024-01-25 20:49:06,160 [INFO] Backbone: efficientnet-b3
2024-01-25 20:58:36,148 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 20:58:36,148 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 20:58:36,148 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 20:58:42,288 [INFO] Backbone: efficientnet-b3
2024-01-25 20:58:42,410 [INFO] Backbone: efficientnet-b3
2024-01-25 20:59:14,291 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 20:59:14,291 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 20:59:14,291 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 20:59:20,779 [INFO] Backbone: efficientnet-b3
2024-01-25 20:59:20,912 [INFO] Backbone: efficientnet-b3
2024-01-25 20:59:55,342 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 20:59:55,342 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 20:59:55,342 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 21:00:01,648 [INFO] Backbone: efficientnet-b3
2024-01-25 21:00:01,778 [INFO] Backbone: efficientnet-b3
2024-01-25 21:04:10,020 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 21:04:10,020 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 21:04:10,020 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 21:04:16,284 [INFO] Backbone: efficientnet-b3
2024-01-25 21:04:16,394 [INFO] Backbone: efficientnet-b3
2024-01-25 21:04:38,233 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 21:04:38,233 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 21:04:38,234 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 21:04:44,438 [INFO] Backbone: efficientnet-b3
2024-01-25 21:04:44,557 [INFO] Backbone: efficientnet-b3
2024-01-25 21:05:52,904 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 21:05:52,905 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 21:05:52,905 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 21:05:58,963 [INFO] Backbone: efficientnet-b3
2024-01-25 21:05:59,075 [INFO] Backbone: efficientnet-b3
2024-01-25 22:24:16,541 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 22:24:16,541 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 22:24:16,541 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 22:24:22,589 [INFO] Backbone: efficientnet-b3
2024-01-25 22:24:22,704 [INFO] Backbone: efficientnet-b3
2024-01-25 22:25:26,070 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 22:25:26,070 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 22:25:26,070 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 22:25:32,391 [INFO] Backbone: efficientnet-b3
2024-01-25 22:25:32,517 [INFO] Backbone: efficientnet-b3
2024-01-25 22:29:48,200 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 22:29:48,200 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 22:29:48,200 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 22:29:54,436 [INFO] Backbone: efficientnet-b3
2024-01-25 22:29:54,555 [INFO] Backbone: efficientnet-b3
2024-01-25 22:31:04,426 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 22:31:04,426 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 22:31:04,427 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 22:31:10,753 [INFO] Backbone: efficientnet-b3
2024-01-25 22:31:10,868 [INFO] Backbone: efficientnet-b3
2024-01-25 22:33:58,118 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 22:33:58,118 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 22:33:58,118 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 22:34:04,236 [INFO] Backbone: efficientnet-b3
2024-01-25 22:34:04,348 [INFO] Backbone: efficientnet-b3
2024-01-25 22:34:52,069 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 22:34:52,069 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 22:34:52,069 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 22:34:58,890 [INFO] Backbone: efficientnet-b3
2024-01-25 22:34:59,018 [INFO] Backbone: efficientnet-b3
2024-01-25 22:40:25,564 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 22:40:25,565 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 22:40:25,565 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 22:40:31,727 [INFO] Backbone: efficientnet-b3
2024-01-25 22:40:31,845 [INFO] Backbone: efficientnet-b3
2024-01-25 22:44:15,640 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 22:44:15,640 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 22:44:15,640 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 22:44:21,790 [INFO] Backbone: efficientnet-b3
2024-01-25 22:44:21,903 [INFO] Backbone: efficientnet-b3
2024-01-25 22:45:10,354 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 22:45:10,355 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 22:45:10,355 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 22:45:16,556 [INFO] Backbone: efficientnet-b3
2024-01-25 22:45:16,673 [INFO] Backbone: efficientnet-b3
2024-01-25 22:45:58,785 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 22:45:58,785 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 22:45:58,785 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 22:46:05,476 [INFO] Backbone: efficientnet-b3
2024-01-25 22:46:05,593 [INFO] Backbone: efficientnet-b3
2024-01-25 22:46:31,326 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 22:46:31,326 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 22:46:31,326 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 22:46:37,874 [INFO] Backbone: efficientnet-b3
2024-01-25 22:46:38,003 [INFO] Backbone: efficientnet-b3
2024-01-25 22:47:03,392 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 22:47:03,392 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 22:47:03,392 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 22:47:10,096 [INFO] Backbone: efficientnet-b3
2024-01-25 22:47:10,214 [INFO] Backbone: efficientnet-b3
2024-01-25 22:47:32,542 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 22:47:32,543 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 22:47:32,543 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 22:47:38,436 [INFO] Backbone: efficientnet-b3
2024-01-25 22:47:38,556 [INFO] Backbone: efficientnet-b3
2024-01-25 22:48:10,684 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 22:48:10,685 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 22:48:10,685 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 22:48:16,920 [INFO] Backbone: efficientnet-b3
2024-01-25 22:48:17,036 [INFO] Backbone: efficientnet-b3
2024-01-25 22:48:32,170 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 22:48:32,171 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 22:48:32,171 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 22:48:38,402 [INFO] Backbone: efficientnet-b3
2024-01-25 22:48:38,523 [INFO] Backbone: efficientnet-b3
2024-01-25 22:48:59,606 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 22:48:59,606 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 22:48:59,606 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 22:49:05,589 [INFO] Backbone: efficientnet-b3
2024-01-25 22:49:05,708 [INFO] Backbone: efficientnet-b3
2024-01-25 22:49:19,594 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 22:49:19,594 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 22:49:19,594 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 22:49:26,033 [INFO] Backbone: efficientnet-b3
2024-01-25 22:49:26,160 [INFO] Backbone: efficientnet-b3
2024-01-25 22:49:44,472 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 22:49:44,472 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 22:49:44,472 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 22:49:50,667 [INFO] Backbone: efficientnet-b3
2024-01-25 22:49:50,803 [INFO] Backbone: efficientnet-b3
2024-01-25 22:50:03,040 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 22:50:03,041 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 22:50:03,041 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 22:50:09,968 [INFO] Backbone: efficientnet-b3
2024-01-25 22:50:10,220 [INFO] Backbone: efficientnet-b3
2024-01-25 22:50:24,231 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 22:50:24,231 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 22:50:24,231 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 22:50:30,750 [INFO] Backbone: efficientnet-b3
2024-01-25 22:50:30,874 [INFO] Backbone: efficientnet-b3
2024-01-25 22:50:48,858 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 22:50:48,858 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 22:50:48,858 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 22:50:55,131 [INFO] Backbone: efficientnet-b3
2024-01-25 22:50:55,252 [INFO] Backbone: efficientnet-b3
2024-01-25 23:23:26,695 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 23:23:26,695 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 23:23:26,695 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 23:23:33,253 [INFO] Backbone: efficientnet-b3
2024-01-25 23:23:33,479 [INFO] Backbone: efficientnet-b3
2024-01-25 23:25:04,961 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 23:25:04,961 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 23:25:04,961 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 23:25:11,079 [INFO] Backbone: efficientnet-b3
2024-01-25 23:25:11,218 [INFO] Backbone: efficientnet-b3
2024-01-25 23:25:46,995 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-25 23:25:46,995 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-25 23:25:46,995 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-25 23:25:53,212 [INFO] Backbone: efficientnet-b3
2024-01-25 23:25:53,454 [INFO] Backbone: efficientnet-b3
2024-01-26 09:35:07,937 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-26 09:35:07,938 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-26 09:35:07,938 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-26 09:35:15,897 [INFO] Backbone: efficientnet-b3
2024-01-26 09:35:16,059 [INFO] Backbone: efficientnet-b3
2024-01-26 09:38:25,656 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-26 09:38:25,657 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-26 09:38:25,657 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-26 09:38:31,923 [INFO] Backbone: efficientnet-b3
2024-01-26 09:38:32,060 [INFO] Backbone: efficientnet-b3
2024-01-26 09:48:38,944 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-26 09:48:38,944 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-26 09:48:38,944 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-26 09:48:45,226 [INFO] Backbone: efficientnet-b3
2024-01-26 09:48:45,369 [INFO] Backbone: efficientnet-b3
2024-01-26 09:49:03,785 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-26 09:49:03,785 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-26 09:49:03,785 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-26 09:49:11,282 [INFO] Backbone: efficientnet-b3
2024-01-26 09:49:11,408 [INFO] Backbone: efficientnet-b3
2024-01-26 09:49:53,635 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-26 09:49:53,635 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-26 09:49:53,635 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-26 09:50:00,293 [INFO] Backbone: efficientnet-b3
2024-01-26 09:50:00,409 [INFO] Backbone: efficientnet-b3
2024-01-26 09:51:08,666 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-26 09:51:08,666 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-26 09:51:08,666 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-26 09:51:14,822 [INFO] Backbone: efficientnet-b3
2024-01-26 09:51:14,946 [INFO] Backbone: efficientnet-b3
2024-01-26 09:52:11,868 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-26 09:52:11,868 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-26 09:52:11,868 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-26 09:52:17,939 [INFO] Backbone: efficientnet-b3
2024-01-26 09:52:18,060 [INFO] Backbone: efficientnet-b3
2024-01-26 10:02:20,561 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-26 10:02:20,561 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-26 10:02:20,561 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-26 10:02:27,049 [INFO] Backbone: efficientnet-b3
2024-01-26 10:02:27,274 [INFO] Backbone: efficientnet-b3
2024-01-26 10:20:08,188 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-26 10:20:08,188 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-26 10:20:08,188 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-26 10:20:14,196 [INFO] Backbone: efficientnet-b3
2024-01-26 10:20:14,438 [INFO] Backbone: efficientnet-b3
2024-01-26 10:21:51,148 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-26 10:21:51,148 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-26 10:21:51,148 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-26 10:21:58,555 [INFO] Backbone: efficientnet-b3
2024-01-26 10:21:58,686 [INFO] Backbone: efficientnet-b3
2024-01-26 10:23:49,002 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-26 10:23:49,002 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-26 10:23:49,002 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-26 10:23:55,040 [INFO] Backbone: efficientnet-b3
2024-01-26 10:23:55,153 [INFO] Backbone: efficientnet-b3
2024-01-26 10:47:36,286 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-26 10:47:36,286 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-26 10:47:36,286 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-26 10:47:42,628 [INFO] Backbone: efficientnet-b3
2024-01-26 10:47:42,745 [INFO] Backbone: efficientnet-b3
2024-01-26 10:49:38,278 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-26 10:49:38,279 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-26 10:49:38,279 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-26 10:49:44,652 [INFO] Backbone: efficientnet-b3
2024-01-26 10:49:44,769 [INFO] Backbone: efficientnet-b3
2024-01-26 10:53:50,528 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-26 10:53:50,529 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-26 10:53:50,529 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-26 10:53:56,648 [INFO] Backbone: efficientnet-b3
2024-01-26 10:53:56,759 [INFO] Backbone: efficientnet-b3
2024-01-26 10:55:11,804 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-26 10:55:11,804 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-26 10:55:11,804 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-26 10:55:17,868 [INFO] Backbone: efficientnet-b3
2024-01-26 10:55:18,099 [INFO] Backbone: efficientnet-b3
2024-01-26 10:58:33,422 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-26 10:58:33,422 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-26 10:58:33,422 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-26 10:58:39,442 [INFO] Backbone: efficientnet-b3
2024-01-26 10:58:39,662 [INFO] Backbone: efficientnet-b3
2024-01-26 10:59:34,089 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-26 10:59:34,090 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-26 10:59:34,090 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-26 10:59:40,397 [INFO] Backbone: efficientnet-b3
2024-01-26 10:59:40,524 [INFO] Backbone: efficientnet-b3
2024-01-26 11:00:09,819 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-26 11:00:09,819 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-26 11:00:09,819 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-26 11:00:15,965 [INFO] Backbone: efficientnet-b3
2024-01-26 11:00:16,084 [INFO] Backbone: efficientnet-b3
2024-01-26 11:00:47,662 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-26 11:00:47,662 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-26 11:00:47,662 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-26 11:00:53,833 [INFO] Backbone: efficientnet-b3
2024-01-26 11:00:53,964 [INFO] Backbone: efficientnet-b3
2024-01-26 14:36:52,108 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-26 14:36:52,108 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-26 14:36:52,108 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-26 14:36:58,141 [INFO] Backbone: efficientnet-b3
2024-01-26 14:36:58,260 [INFO] Backbone: efficientnet-b3
2024-01-26 16:01:08,616 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-26 16:01:08,616 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-26 16:01:08,616 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-26 16:01:14,565 [INFO] Backbone: efficientnet-b3
2024-01-26 16:01:14,793 [INFO] Backbone: efficientnet-b3
2024-01-26 16:02:36,843 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-26 16:02:36,843 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-26 16:02:36,843 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-26 16:02:43,133 [INFO] Backbone: efficientnet-b3
2024-01-26 16:02:43,255 [INFO] Backbone: efficientnet-b3
2024-01-26 16:03:58,490 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-26 16:03:58,491 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-26 16:03:58,491 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-26 16:04:04,411 [INFO] Backbone: efficientnet-b3
2024-01-26 16:04:04,528 [INFO] Backbone: efficientnet-b3
2024-01-26 16:09:59,381 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-26 16:09:59,382 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-26 16:09:59,382 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-26 16:10:07,210 [INFO] Backbone: efficientnet-b3
2024-01-26 16:10:07,341 [INFO] Backbone: efficientnet-b3
2024-01-26 16:17:14,723 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-26 16:17:14,723 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-26 16:17:14,723 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-26 16:17:20,966 [INFO] Backbone: efficientnet-b3
2024-01-26 16:17:21,186 [INFO] Backbone: efficientnet-b3
2024-01-26 16:21:17,416 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-26 16:21:17,417 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-26 16:21:17,417 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-26 16:21:23,727 [INFO] Backbone: efficientnet-b3
2024-01-26 16:21:23,843 [INFO] Backbone: efficientnet-b3
2024-01-26 16:25:21,012 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-26 16:25:21,013 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-26 16:25:21,013 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-26 16:25:27,451 [INFO] Backbone: efficientnet-b3
2024-01-26 16:25:27,578 [INFO] Backbone: efficientnet-b3
2024-01-26 16:51:19,733 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-26 16:51:19,734 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-26 16:51:19,734 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-26 16:51:26,820 [INFO] Backbone: efficientnet-b3
2024-01-26 16:51:27,003 [INFO] Backbone: efficientnet-b3
2024-01-26 17:16:24,166 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-26 17:16:24,167 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-26 17:16:24,167 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-26 17:16:30,781 [INFO] Backbone: efficientnet-b3
2024-01-26 17:16:31,037 [INFO] Backbone: efficientnet-b3
2024-01-26 17:18:20,004 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-26 17:18:20,004 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-26 17:18:20,004 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-26 17:18:26,283 [INFO] Backbone: efficientnet-b3
2024-01-26 17:18:26,528 [INFO] Backbone: efficientnet-b3
2024-01-26 17:22:25,667 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-26 17:22:25,668 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-26 17:22:25,668 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-26 17:22:31,877 [INFO] Backbone: efficientnet-b3
2024-01-26 17:22:32,001 [INFO] Backbone: efficientnet-b3
2024-01-26 17:23:41,135 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-26 17:23:41,135 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-26 17:23:41,135 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-26 17:23:47,458 [INFO] Backbone: efficientnet-b3
2024-01-26 17:23:47,677 [INFO] Backbone: efficientnet-b3
2024-01-26 17:57:59,357 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-26 17:57:59,357 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-26 17:57:59,357 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-26 17:58:05,944 [INFO] Backbone: efficientnet-b3
2024-01-26 17:58:06,069 [INFO] Backbone: efficientnet-b3
2024-01-29 11:18:45,555 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-29 11:18:45,556 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-29 11:18:45,556 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-29 11:18:52,627 [INFO] Backbone: efficientnet-b3
2024-01-29 11:18:52,808 [INFO] Backbone: efficientnet-b3
2024-01-29 11:22:52,003 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-29 11:22:52,004 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-29 11:22:52,004 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-29 11:22:58,333 [INFO] Backbone: efficientnet-b3
2024-01-29 11:22:58,556 [INFO] Backbone: efficientnet-b3
2024-01-29 11:24:41,569 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-29 11:24:41,569 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-29 11:24:41,569 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-29 11:24:48,134 [INFO] Backbone: efficientnet-b3
2024-01-29 11:24:48,268 [INFO] Backbone: efficientnet-b3
2024-01-29 11:25:58,535 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-29 11:25:58,535 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-29 11:25:58,535 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-29 11:26:04,636 [INFO] Backbone: efficientnet-b3
2024-01-29 11:26:04,765 [INFO] Backbone: efficientnet-b3
2024-01-29 11:42:10,435 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-29 11:42:10,435 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-29 11:42:10,436 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-29 11:42:16,227 [INFO] Backbone: efficientnet-b3
2024-01-29 11:42:16,449 [INFO] Backbone: efficientnet-b3
2024-01-29 11:43:31,176 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-29 11:43:31,176 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-29 11:43:31,176 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-29 11:43:37,129 [INFO] Backbone: efficientnet-b3
2024-01-29 11:43:37,365 [INFO] Backbone: efficientnet-b3
2024-01-29 11:45:39,350 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-29 11:45:39,351 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-29 11:45:39,351 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-29 11:45:45,110 [INFO] Backbone: efficientnet-b3
2024-01-29 11:45:45,245 [INFO] Backbone: efficientnet-b3
2024-01-29 11:46:33,102 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-29 11:46:33,102 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-29 11:46:33,102 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-29 11:46:46,426 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-29 11:46:46,427 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-29 11:46:46,427 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-29 11:46:52,275 [INFO] Backbone: efficientnet-b3
2024-01-29 11:46:52,392 [INFO] Backbone: efficientnet-b3
2024-01-29 11:47:53,363 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-29 11:47:53,364 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-29 11:47:53,364 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-29 11:47:59,912 [INFO] Backbone: efficientnet-b3
2024-01-29 11:48:00,037 [INFO] Backbone: efficientnet-b3
2024-01-29 12:22:02,985 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-29 12:22:02,985 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-29 12:22:02,986 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-29 12:22:09,169 [INFO] Backbone: efficientnet-b3
2024-01-29 12:22:09,318 [INFO] Backbone: efficientnet-b3
2024-01-29 12:33:35,301 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-29 12:33:35,301 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-29 12:33:35,301 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-29 12:33:41,434 [INFO] Backbone: efficientnet-b3
2024-01-29 12:33:41,552 [INFO] Backbone: efficientnet-b3
2024-01-29 12:35:19,782 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-29 12:35:19,782 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-29 12:35:19,782 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-29 12:35:25,867 [INFO] Backbone: efficientnet-b3
2024-01-29 12:35:26,029 [INFO] Backbone: efficientnet-b3
2024-01-29 12:37:51,008 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-29 12:37:51,009 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-29 12:37:51,009 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-29 12:37:57,180 [INFO] Backbone: efficientnet-b3
2024-01-29 12:37:57,326 [INFO] Backbone: efficientnet-b3
2024-01-29 12:38:41,207 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-29 12:38:41,207 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-29 12:38:41,207 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-29 12:38:46,794 [INFO] Backbone: efficientnet-b3
2024-01-29 12:38:46,914 [INFO] Backbone: efficientnet-b3
2024-01-29 12:40:08,352 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-29 12:40:08,352 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-29 12:40:08,352 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-29 12:40:13,998 [INFO] Backbone: efficientnet-b3
2024-01-29 12:40:14,120 [INFO] Backbone: efficientnet-b3
2024-01-29 12:55:23,951 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-29 12:55:23,951 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-29 12:55:23,951 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-29 12:55:29,800 [INFO] Backbone: efficientnet-b3
2024-01-29 12:55:30,010 [INFO] Backbone: efficientnet-b3
2024-01-29 15:44:38,874 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-29 15:44:38,875 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-29 15:44:38,875 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-29 15:44:45,029 [INFO] Backbone: efficientnet-b3
2024-01-29 15:44:45,254 [INFO] Backbone: efficientnet-b3
2024-01-29 15:46:49,739 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-29 15:46:49,739 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-29 15:46:49,739 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-29 15:46:55,785 [INFO] Backbone: efficientnet-b3
2024-01-29 15:46:56,010 [INFO] Backbone: efficientnet-b3
2024-01-29 15:49:23,842 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-29 15:49:23,842 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-29 15:49:23,842 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-29 15:49:29,985 [INFO] Backbone: efficientnet-b3
2024-01-29 15:49:30,204 [INFO] Backbone: efficientnet-b3
2024-01-29 15:54:45,074 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-29 15:54:45,075 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-29 15:54:45,075 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-29 15:54:51,126 [INFO] Backbone: efficientnet-b3
2024-01-29 15:54:51,427 [INFO] Backbone: efficientnet-b3
2024-01-29 15:56:31,328 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-29 15:56:31,328 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-29 15:56:31,328 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-29 15:56:37,665 [INFO] Backbone: efficientnet-b3
2024-01-29 15:56:38,034 [INFO] Backbone: efficientnet-b3
2024-01-29 15:58:34,710 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-29 15:58:34,710 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-29 15:58:34,710 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-29 15:58:40,863 [INFO] Backbone: efficientnet-b3
2024-01-29 15:58:41,153 [INFO] Backbone: efficientnet-b3
2024-01-29 15:59:59,436 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-29 15:59:59,437 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-29 15:59:59,437 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-29 16:00:05,715 [INFO] Backbone: efficientnet-b3
2024-01-29 16:00:06,026 [INFO] Backbone: efficientnet-b3
2024-01-29 16:06:58,288 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-29 16:06:58,288 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-29 16:06:58,288 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-29 16:07:04,530 [INFO] Backbone: efficientnet-b3
2024-01-29 16:07:04,740 [INFO] Backbone: efficientnet-b3
2024-01-29 16:09:08,957 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-29 16:09:08,957 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-29 16:09:08,957 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-29 16:09:15,340 [INFO] Backbone: efficientnet-b3
2024-01-29 16:09:15,703 [INFO] Backbone: efficientnet-b3
2024-01-29 16:10:32,297 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-29 16:10:32,298 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-29 16:10:32,298 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-29 16:10:38,651 [INFO] Backbone: efficientnet-b3
2024-01-29 16:10:38,888 [INFO] Backbone: efficientnet-b3
2024-01-29 16:20:59,033 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-29 16:20:59,033 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-29 16:20:59,033 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-29 16:21:05,207 [INFO] Backbone: efficientnet-b3
2024-01-29 16:21:05,511 [INFO] Backbone: efficientnet-b3
2024-01-29 16:37:14,041 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-29 16:37:14,041 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-29 16:37:14,041 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-29 16:37:19,953 [INFO] Backbone: efficientnet-b3
2024-01-29 16:37:20,179 [INFO] Backbone: efficientnet-b3
2024-01-29 16:46:23,204 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-29 16:46:23,205 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-29 16:46:23,205 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-29 16:46:29,370 [INFO] Backbone: efficientnet-b3
2024-01-29 16:46:29,606 [INFO] Backbone: efficientnet-b3
2024-01-29 17:31:01,172 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-29 17:31:01,173 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-29 17:31:01,173 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-29 17:31:07,510 [INFO] Backbone: efficientnet-b3
2024-01-29 17:31:07,733 [INFO] Backbone: efficientnet-b3
2024-01-29 17:39:07,640 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-29 17:39:07,640 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-29 17:39:07,640 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-29 17:39:13,919 [INFO] Backbone: efficientnet-b3
2024-01-29 17:39:14,282 [INFO] Backbone: efficientnet-b3
2024-01-29 17:40:55,773 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-29 17:40:55,773 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-29 17:40:55,773 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-29 17:41:02,498 [INFO] Backbone: efficientnet-b3
2024-01-29 17:41:02,780 [INFO] Backbone: efficientnet-b3
2024-01-29 17:44:12,589 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-29 17:44:12,590 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-29 17:44:12,590 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-29 17:44:18,949 [INFO] Backbone: efficientnet-b3
2024-01-29 17:44:19,259 [INFO] Backbone: efficientnet-b3
2024-01-30 09:55:47,468 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-30 09:55:47,469 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-30 09:55:47,469 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-30 09:55:54,495 [INFO] Backbone: efficientnet-b3
2024-01-30 09:55:54,806 [INFO] Backbone: efficientnet-b3
2024-01-30 12:34:18,576 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-30 12:34:18,577 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-30 12:34:18,577 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-30 12:34:26,514 [INFO] Backbone: efficientnet-b3
2024-01-30 12:34:26,929 [INFO] Backbone: efficientnet-b3
2024-01-30 12:38:59,779 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-30 12:38:59,780 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-30 12:38:59,780 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-30 12:39:06,373 [INFO] Backbone: efficientnet-b3
2024-01-30 12:39:06,667 [INFO] Backbone: efficientnet-b3
2024-01-30 12:40:58,069 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-30 12:40:58,070 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-30 12:40:58,070 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-30 12:45:09,419 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-30 12:45:09,420 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-30 12:45:09,420 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-30 12:46:02,421 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-30 12:46:02,421 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-30 12:46:02,421 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-30 12:46:33,001 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-30 12:46:33,001 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-30 12:46:33,001 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-30 12:46:40,101 [INFO] Backbone: efficientnet-b3
2024-01-30 12:46:40,491 [INFO] Backbone: efficientnet-b3
2024-01-30 12:57:38,813 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-30 12:57:38,813 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-30 12:57:38,813 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-30 12:57:56,306 [INFO] Backbone: efficientnet-b3
2024-01-30 12:57:56,677 [INFO] Backbone: efficientnet-b3
2024-01-30 12:58:18,964 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-30 12:58:18,965 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-30 12:58:18,965 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-30 12:59:02,715 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-30 12:59:02,716 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-30 12:59:02,716 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-30 12:59:27,777 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-30 12:59:27,777 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-30 12:59:27,777 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-30 12:59:51,818 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-30 12:59:51,819 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-30 12:59:51,819 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-30 12:59:59,204 [INFO] Backbone: efficientnet-b3
2024-01-30 12:59:59,542 [INFO] Backbone: efficientnet-b3
2024-01-30 13:00:43,476 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-30 13:00:43,476 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-30 13:00:43,476 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-30 13:01:09,792 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-30 13:01:09,793 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-30 13:01:09,793 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-30 13:01:46,826 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-30 13:01:46,826 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-30 13:01:46,826 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-30 13:02:58,862 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-30 13:02:58,862 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-30 13:02:58,862 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-30 13:04:27,137 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-30 13:04:27,138 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-30 13:04:27,138 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-30 13:05:04,852 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-30 13:05:04,852 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-30 13:05:04,852 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-30 13:06:47,477 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-30 13:06:47,478 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-30 13:06:47,478 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-30 13:07:34,449 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-30 13:07:34,449 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-30 13:07:34,449 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-30 13:08:34,383 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-30 13:08:34,383 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-30 13:08:34,384 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-30 13:09:17,170 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-30 13:09:17,171 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-30 13:09:17,171 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-30 13:36:43,470 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-30 13:36:43,470 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-30 13:36:43,470 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-30 13:38:15,272 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-30 13:38:15,273 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-30 13:38:15,273 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-30 13:40:02,648 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-30 13:40:02,648 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-30 13:40:02,648 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-30 14:49:05,260 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-30 14:49:05,260 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-30 14:49:05,260 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-30 14:49:11,251 [INFO] Backbone: efficientnet-b3
2024-01-30 14:49:11,382 [INFO] Backbone: efficientnet-b3
2024-01-30 14:50:03,356 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-30 14:50:03,356 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-30 14:50:03,356 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-30 14:50:09,716 [INFO] Backbone: efficientnet-b3
2024-01-30 14:50:09,836 [INFO] Backbone: efficientnet-b3
2024-01-30 16:36:12,461 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-30 16:36:12,461 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-30 16:36:12,461 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-30 16:37:47,155 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-30 16:37:47,155 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-30 16:37:47,155 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-30 16:37:53,840 [INFO] Backbone: efficientnet-b3
2024-01-30 16:37:54,914 [INFO] Backbone: efficientnet-b3
2024-01-30 16:50:48,227 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-30 16:50:48,228 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-30 16:50:48,228 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-30 16:51:31,747 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-30 16:51:31,748 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-30 16:51:31,748 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-30 16:52:55,986 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-30 16:52:55,986 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-30 16:52:55,986 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-30 16:53:24,517 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-30 16:53:24,517 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-30 16:53:24,517 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-30 16:54:04,075 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-30 16:54:04,075 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-30 16:54:04,075 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-30 16:54:55,242 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-30 16:54:55,243 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-30 16:54:55,243 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-30 16:56:06,491 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-30 16:56:06,492 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-30 16:56:06,492 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-30 16:56:28,688 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-30 16:56:28,689 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-30 16:56:28,689 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-30 17:00:24,081 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-30 17:00:24,081 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-30 17:00:24,081 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-30 17:01:12,306 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-30 17:01:12,307 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-30 17:01:12,307 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-30 17:11:12,914 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-30 17:11:12,915 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-30 17:11:12,915 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-30 17:14:12,044 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-30 17:14:12,045 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-30 17:14:12,045 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-30 17:14:43,709 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-30 17:14:43,709 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-30 17:14:43,709 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-30 17:20:32,076 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-30 17:20:32,076 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-30 17:20:32,076 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-30 17:23:37,912 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-30 17:23:37,912 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-30 17:23:37,912 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-30 17:27:54,765 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-30 17:27:54,765 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-30 17:27:54,765 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-30 17:28:17,328 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-30 17:28:17,329 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-30 17:28:17,329 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-30 17:28:37,501 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-30 17:28:37,501 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-30 17:28:37,501 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-30 17:31:03,737 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-30 17:31:03,737 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-30 17:31:03,737 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-30 17:31:09,730 [INFO] Backbone: efficientnet-b3
2024-01-30 17:31:09,866 [INFO] Backbone: efficientnet-b3
2024-01-30 17:32:36,139 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-30 17:32:36,140 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-30 17:32:36,140 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-30 17:32:42,509 [INFO] Backbone: efficientnet-b3
2024-01-30 17:32:42,637 [INFO] Backbone: efficientnet-b3
2024-01-30 17:33:18,077 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-30 17:33:18,077 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-30 17:33:18,077 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-30 17:33:24,438 [INFO] Backbone: efficientnet-b3
2024-01-30 17:33:24,692 [INFO] Backbone: efficientnet-b3
2024-01-30 17:34:53,280 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-30 17:34:53,281 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-30 17:34:53,281 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-30 17:35:00,222 [INFO] Backbone: efficientnet-b3
2024-01-30 17:35:00,363 [INFO] Backbone: efficientnet-b3
2024-01-30 17:35:25,328 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-30 17:35:25,328 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-30 17:35:25,328 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-30 17:35:32,371 [INFO] Backbone: efficientnet-b3
2024-01-30 17:35:32,627 [INFO] Backbone: efficientnet-b3
2024-01-30 17:36:29,911 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-30 17:36:29,911 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-30 17:36:29,911 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-30 17:36:36,263 [INFO] Backbone: efficientnet-b3
2024-01-30 17:36:36,399 [INFO] Backbone: efficientnet-b3
2024-01-31 10:58:23,666 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 10:58:23,666 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 10:58:23,666 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 11:34:45,580 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 11:34:45,580 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 11:34:45,580 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 15:38:31,268 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 15:38:31,269 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 15:38:31,269 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 15:40:15,631 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 15:40:15,631 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 15:40:15,631 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 15:44:19,777 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 15:44:19,777 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 15:44:19,777 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 15:45:23,700 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 15:45:23,700 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 15:45:23,700 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 15:45:58,067 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 15:45:58,067 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 15:45:58,067 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 15:47:47,990 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 15:47:47,990 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 15:47:47,990 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 15:48:49,689 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 15:48:49,689 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 15:48:49,689 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 15:57:17,098 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 15:57:17,098 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 15:57:17,098 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 16:11:22,557 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 16:11:22,557 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 16:11:22,557 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 16:12:52,031 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 16:12:52,032 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 16:12:52,032 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 16:29:12,778 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 16:29:12,778 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 16:29:12,779 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 16:33:32,692 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 16:33:32,692 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 16:33:32,692 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 16:35:36,332 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 16:35:36,333 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 16:35:36,333 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 16:37:23,409 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 16:37:23,409 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 16:37:23,410 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 16:39:12,324 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 16:39:12,324 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 16:39:12,324 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 16:51:51,711 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 16:51:51,711 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 16:51:51,711 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 16:56:57,948 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 16:56:57,949 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 16:56:57,949 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 16:58:37,946 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 16:58:37,946 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 16:58:37,946 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 18:50:57,626 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 18:50:57,626 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 18:50:57,626 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 18:54:28,889 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 18:54:28,889 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 18:54:28,889 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 18:54:34,243 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 18:54:34,243 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 18:54:34,243 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 18:54:34,300 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 18:54:34,300 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 18:54:34,300 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 18:54:34,325 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 18:54:34,325 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 18:54:34,325 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 18:54:34,847 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 18:54:34,847 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 18:54:34,847 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 18:54:37,217 [INFO] Backbone: efficientnet-b3
2024-01-31 18:54:37,627 [INFO] Backbone: efficientnet-b3
2024-01-31 18:54:37,954 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 18:54:37,955 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 18:54:37,955 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 18:54:37,988 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 18:54:37,989 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 18:54:37,989 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 18:54:37,989 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 18:54:37,990 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 18:54:37,990 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 18:54:38,252 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 18:54:38,252 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 18:54:38,252 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 18:54:38,281 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 18:54:38,281 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 18:54:38,281 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 18:54:38,507 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 18:54:38,508 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 18:54:38,508 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:03:19,530 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:03:19,540 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:03:19,540 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:03:24,878 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:03:24,878 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:03:24,878 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:03:24,915 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:03:24,915 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:03:24,915 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:03:25,042 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:03:25,043 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:03:25,043 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:03:25,777 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:03:25,778 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:03:25,778 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:03:27,811 [INFO] Backbone: efficientnet-b3
2024-01-31 19:03:27,842 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:03:27,842 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:03:27,842 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:03:28,162 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:03:28,163 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:03:28,164 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:03:28,244 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:03:28,244 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:03:28,244 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:03:28,316 [INFO] Backbone: efficientnet-b3
2024-01-31 19:03:28,510 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:03:28,510 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:03:28,511 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:03:28,557 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:03:28,558 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:03:28,558 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:03:28,626 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:03:28,627 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:03:28,627 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:05:13,512 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:05:13,512 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:05:13,512 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:05:18,852 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:05:18,853 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:05:18,853 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:05:18,876 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:05:18,877 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:05:18,877 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:05:18,985 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:05:18,986 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:05:18,986 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:05:19,350 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:05:19,350 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:05:19,350 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:06:08,787 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:06:08,787 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:06:08,787 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:06:14,485 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:06:14,485 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:06:14,485 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:06:14,552 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:06:14,552 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:06:14,552 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:06:14,588 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:06:14,589 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:06:14,589 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:06:14,747 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:06:14,747 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:06:14,747 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:06:17,583 [INFO] Backbone: efficientnet-b3
2024-01-31 19:06:17,842 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:06:17,843 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:06:17,843 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:06:17,895 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:06:17,896 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:06:17,896 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:06:17,926 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:06:17,926 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:06:17,926 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:06:17,973 [INFO] Backbone: efficientnet-b3
2024-01-31 19:06:18,010 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:06:18,011 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:06:18,011 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:06:18,453 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:06:18,453 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:06:18,453 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:06:18,467 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:06:18,468 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:06:18,468 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:14:31,517 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:14:31,518 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:14:31,518 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:14:36,835 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:14:36,835 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:14:36,835 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:14:36,909 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:14:36,909 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:14:36,909 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:14:36,968 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:14:36,969 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:14:36,969 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:14:37,001 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:14:37,002 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:14:37,002 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:14:39,188 [INFO] Backbone: efficientnet-b3
2024-01-31 19:14:39,582 [INFO] Backbone: efficientnet-b3
2024-01-31 19:14:39,751 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:14:39,751 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:14:39,751 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:14:39,917 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:14:39,918 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:14:39,918 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:14:39,943 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:14:39,944 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:14:39,944 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:14:40,004 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:14:40,005 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:14:40,005 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:14:40,222 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:14:40,223 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:14:40,223 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:14:40,377 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:14:40,377 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:14:40,377 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:21:47,246 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:21:47,247 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:21:47,247 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:21:52,705 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:21:52,705 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:21:52,705 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:21:52,740 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:21:52,740 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:21:52,740 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:21:52,885 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:21:52,886 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:21:52,886 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:21:53,018 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:21:53,019 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:21:53,019 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:21:55,343 [INFO] Backbone: efficientnet-b3
2024-01-31 19:21:55,661 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:21:55,662 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:21:55,662 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:21:55,727 [INFO] Backbone: efficientnet-b3
2024-01-31 19:21:55,883 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:21:55,883 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:21:55,883 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:21:55,883 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:21:55,884 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:21:55,884 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:21:56,013 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:21:56,014 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:21:56,014 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:21:56,018 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:21:56,018 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:21:56,018 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:21:56,174 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:21:56,174 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:21:56,174 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:45:30,659 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:45:30,659 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:45:30,659 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:45:37,553 [INFO] Backbone: efficientnet-b3
2024-01-31 19:45:37,823 [INFO] Backbone: efficientnet-b3
2024-01-31 19:46:21,230 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:46:21,230 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:46:21,230 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:48:43,141 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:48:43,142 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:48:43,142 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:48:49,810 [INFO] Backbone: efficientnet-b3
2024-01-31 19:48:50,057 [INFO] Backbone: efficientnet-b3
2024-01-31 19:49:48,845 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:49:48,845 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:49:48,845 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:49:55,778 [INFO] Backbone: efficientnet-b3
2024-01-31 19:49:55,923 [INFO] Backbone: efficientnet-b3
2024-01-31 19:55:10,466 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:55:10,466 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:55:10,466 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:55:15,912 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:55:15,913 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:55:15,913 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:55:15,929 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:55:15,929 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:55:15,929 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:55:16,049 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:55:16,049 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:55:16,050 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:55:16,410 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:55:16,410 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:55:16,410 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:55:18,626 [INFO] Backbone: efficientnet-b3
2024-01-31 19:55:18,864 [INFO] Backbone: efficientnet-b3
2024-01-31 19:55:19,172 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:55:19,173 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:55:19,173 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:55:19,178 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:55:19,179 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:55:19,179 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:55:19,285 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:55:19,286 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:55:19,286 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:55:19,654 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:55:19,654 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:55:19,654 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:55:19,806 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:55:19,806 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:55:19,806 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:55:19,980 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:55:19,980 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:55:19,980 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:56:01,348 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:56:01,348 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:56:01,348 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:56:06,732 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:56:06,732 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:56:06,732 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:56:06,857 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:56:06,857 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:56:06,857 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:56:07,007 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:56:07,007 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:56:07,008 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:56:07,502 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:56:07,503 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:56:07,503 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:56:10,104 [INFO] Backbone: efficientnet-b3
2024-01-31 19:56:10,512 [INFO] Backbone: efficientnet-b3
2024-01-31 19:56:10,815 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:56:10,816 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:56:10,816 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:56:10,839 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:56:10,840 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:56:10,840 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:56:10,841 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:56:10,842 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:56:10,842 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:56:11,163 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:56:11,163 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:56:11,164 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:56:11,165 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:56:11,166 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:56:11,166 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 19:56:11,192 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 19:56:11,193 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 19:56:11,193 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 20:11:03,834 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 20:11:03,835 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 20:11:03,835 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 20:11:09,358 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 20:11:09,359 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 20:11:09,359 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 20:11:09,381 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 20:11:09,382 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 20:11:09,382 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 20:11:09,428 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 20:11:09,429 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 20:11:09,429 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 20:11:09,893 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 20:11:09,894 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 20:11:09,894 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 20:11:12,172 [INFO] Backbone: efficientnet-b3
2024-01-31 20:11:12,581 [INFO] Backbone: efficientnet-b3
2024-01-31 20:11:12,769 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 20:11:12,770 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 20:11:12,770 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 20:11:12,847 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 20:11:12,847 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 20:11:12,847 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 20:11:13,043 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 20:11:13,044 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 20:11:13,044 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 20:11:13,132 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 20:11:13,132 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 20:11:13,132 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 20:11:13,158 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 20:11:13,158 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 20:11:13,158 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-01-31 20:11:13,283 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-01-31 20:11:13,284 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-01-31 20:11:13,284 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:09:26,104 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:09:26,104 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:09:26,104 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:09:31,376 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:09:31,376 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:09:31,376 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:09:31,480 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:09:31,480 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:09:31,480 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:09:31,504 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:09:31,505 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:09:31,505 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:09:31,551 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:09:31,551 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:09:31,551 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:09:34,357 [INFO] Backbone: efficientnet-b3
2024-02-01 15:09:34,601 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:09:34,602 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:09:34,602 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:09:34,803 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:09:34,804 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:09:34,804 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:09:34,829 [INFO] Backbone: efficientnet-b3
2024-02-01 15:09:34,839 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:09:34,840 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:09:34,840 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:09:34,868 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:09:34,869 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:09:34,869 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:09:35,019 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:09:35,019 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:09:35,020 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:09:35,092 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:09:35,093 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:09:35,093 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:11:26,805 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:11:26,805 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:11:26,805 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:11:31,963 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:11:31,964 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:11:31,964 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:11:32,013 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:11:32,013 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:11:32,013 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:11:32,047 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:11:32,048 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:11:32,048 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:11:32,090 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:11:32,091 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:11:32,091 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:11:34,826 [INFO] Backbone: efficientnet-b3
2024-02-01 15:11:35,015 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:11:35,016 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:11:35,016 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:11:35,083 [INFO] Backbone: efficientnet-b3
2024-02-01 15:11:35,091 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:11:35,091 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:11:35,091 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:11:35,155 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:11:35,155 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:11:35,155 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:11:35,442 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:11:35,442 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:11:35,442 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:11:35,596 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:11:35,596 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:11:35,605 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:11:35,626 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:11:35,627 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:11:35,627 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:25:51,862 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:25:51,863 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:25:51,863 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:25:56,850 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:25:56,850 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:25:56,850 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:25:56,856 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:25:56,857 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:25:56,857 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:25:56,870 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:25:56,871 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:25:56,871 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:25:57,089 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:25:57,090 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:25:57,090 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:25:59,083 [INFO] Backbone: efficientnet-b3
2024-02-01 15:25:59,358 [INFO] Backbone: efficientnet-b3
2024-02-01 15:25:59,386 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:25:59,387 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:25:59,387 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:25:59,441 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:25:59,442 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:25:59,442 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:25:59,487 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:25:59,488 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:25:59,489 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:25:59,614 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:25:59,614 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:25:59,614 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:25:59,643 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:25:59,644 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:25:59,644 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:25:59,901 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:25:59,902 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:25:59,902 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:29:52,592 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:29:52,592 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:29:52,592 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:29:57,758 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:29:57,759 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:29:57,759 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:29:57,768 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:29:57,768 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:29:57,768 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:29:57,904 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:29:57,904 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:29:57,905 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:29:57,987 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:29:57,988 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:29:57,988 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:29:59,530 [INFO] Backbone: efficientnet-b3
2024-02-01 15:29:59,911 [INFO] Backbone: efficientnet-b3
2024-02-01 15:30:00,294 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:30:00,295 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:30:00,295 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:30:00,540 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:30:00,541 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:30:00,541 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:30:00,777 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:30:00,778 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:30:00,778 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:30:00,803 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:30:00,804 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:30:00,804 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:30:00,898 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:30:00,898 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:30:00,899 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:30:01,142 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:30:01,143 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:30:01,143 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:41:14,754 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:41:14,754 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:41:14,754 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:41:19,771 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:41:19,771 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:41:19,771 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:41:19,779 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:41:19,779 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:41:19,779 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:41:19,845 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:41:19,846 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:41:19,846 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:41:20,259 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:41:20,260 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:41:20,260 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:41:21,947 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:41:21,947 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:41:21,947 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:41:22,132 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:41:22,132 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:41:22,132 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:41:22,197 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:41:22,198 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:41:22,198 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:41:22,217 [INFO] Backbone: efficientnet-b3
2024-02-01 15:41:22,568 [INFO] Backbone: efficientnet-b3
2024-02-01 15:41:22,698 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:41:22,699 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:41:22,699 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:41:23,012 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:41:23,012 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:41:23,012 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:41:23,042 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:41:23,043 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:41:23,043 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:41:50,833 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:41:50,834 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:41:50,834 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:41:56,246 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:41:56,246 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:41:56,246 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:41:56,279 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:41:56,279 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:41:56,279 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:41:56,369 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:41:56,369 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:41:56,369 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:41:56,544 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:41:56,545 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:41:56,545 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:41:58,037 [INFO] Backbone: efficientnet-b3
2024-02-01 15:41:58,376 [INFO] Backbone: efficientnet-b3
2024-02-01 15:41:59,297 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:41:59,297 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:41:59,297 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:41:59,355 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:41:59,355 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:41:59,355 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:41:59,426 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:41:59,427 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:41:59,427 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:41:59,509 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:41:59,510 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:41:59,510 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:41:59,541 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:41:59,542 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:41:59,542 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:41:59,763 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:41:59,763 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:41:59,763 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:43:02,469 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:43:02,469 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:43:02,469 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:43:07,578 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:43:07,578 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:43:07,579 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:43:07,602 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:43:07,602 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:43:07,602 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:43:07,609 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:43:07,609 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:43:07,609 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:43:07,690 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:43:07,691 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:43:07,691 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:43:10,205 [INFO] Backbone: efficientnet-b3
2024-02-01 15:43:10,281 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:43:10,282 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:43:10,282 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:43:10,374 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:43:10,375 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:43:10,375 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:43:10,436 [INFO] Backbone: efficientnet-b3
2024-02-01 15:43:10,636 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:43:10,637 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:43:10,637 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:43:10,670 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:43:10,671 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:43:10,671 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:43:11,125 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:43:11,126 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:43:11,126 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 15:43:11,154 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 15:43:11,155 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 15:43:11,155 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:03:36,326 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:03:36,326 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:03:36,326 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:03:41,435 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:03:41,436 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:03:41,436 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:03:41,462 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:03:41,463 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:03:41,463 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:03:41,480 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:03:41,481 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:03:41,481 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:03:42,001 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:03:42,001 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:03:42,001 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:03:44,008 [INFO] Backbone: efficientnet-b3
2024-02-01 16:03:44,261 [INFO] Backbone: efficientnet-b3
2024-02-01 16:03:44,712 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:03:44,713 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:03:44,713 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:03:44,835 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:03:44,836 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:03:44,836 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:03:44,986 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:03:44,986 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:03:44,987 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:03:45,066 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:03:45,067 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:03:45,067 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:03:45,156 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:03:45,157 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:03:45,157 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:03:45,368 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:03:45,369 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:03:45,369 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:04:19,644 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:04:19,644 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:04:19,644 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:04:24,708 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:04:24,709 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:04:24,709 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:04:24,736 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:04:24,736 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:04:24,736 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:04:52,731 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:04:52,731 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:04:52,731 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:04:57,889 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:04:57,889 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:04:57,889 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:04:57,899 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:04:57,899 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:04:57,899 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:07:46,867 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:07:46,867 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:07:46,867 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:07:51,858 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:07:51,859 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:07:51,859 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:07:51,863 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:07:51,864 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:07:51,864 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:08:49,514 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:08:49,515 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:08:49,515 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:08:54,537 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:08:54,538 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:08:54,538 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:08:54,554 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:08:54,554 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:08:54,554 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:13:50,795 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:13:50,795 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:13:50,795 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:13:55,769 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:13:55,769 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:13:55,769 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:13:55,815 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:13:55,815 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:13:55,815 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:15:45,929 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:15:45,929 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:15:45,929 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:15:50,965 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:15:50,965 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:15:50,965 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:15:51,066 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:15:51,067 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:15:51,067 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:17:35,001 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:17:35,001 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:17:35,001 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:17:39,967 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:17:39,968 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:17:39,968 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:17:40,092 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:17:40,092 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:17:40,093 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:18:33,095 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:18:33,095 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:18:33,095 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:18:38,098 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:18:38,098 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:18:38,098 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:18:38,098 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:18:38,098 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:18:38,099 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:20:12,404 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:20:12,404 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:20:12,404 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:20:17,537 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:20:17,538 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:20:17,538 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:20:17,566 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:20:17,566 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:20:17,567 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:20:38,511 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:20:38,511 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:20:38,511 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:20:43,644 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:20:43,644 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:20:43,644 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:20:43,657 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:20:43,658 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:20:43,658 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:23:49,144 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:23:49,145 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:23:49,145 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:23:54,144 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:23:54,144 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:23:54,144 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:23:54,158 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:23:54,159 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:23:54,159 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:28:37,385 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:28:37,386 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:28:37,386 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:28:42,325 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:28:42,326 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:28:42,326 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:28:42,334 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:28:42,335 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:28:42,335 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:29:38,151 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:29:38,151 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:29:38,151 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:29:43,041 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:29:43,042 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:29:43,042 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:29:43,161 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:29:43,161 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:29:43,162 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:30:33,256 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:30:33,256 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:30:33,256 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:30:38,216 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:30:38,216 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:30:38,216 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:30:38,237 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:30:38,237 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:30:38,237 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:41:28,527 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:41:28,527 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:41:28,527 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:41:33,637 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:41:33,637 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:41:33,637 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:41:33,662 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:41:33,662 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:41:33,662 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:41:33,836 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:41:33,837 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:41:33,837 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:41:34,247 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:41:34,247 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:41:34,248 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:41:35,658 [INFO] Backbone: efficientnet-b3
2024-02-01 16:41:35,973 [INFO] Backbone: efficientnet-b3
2024-02-01 16:41:35,996 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:41:35,997 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:41:35,997 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:41:36,130 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:41:36,131 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:41:36,131 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:41:36,336 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:41:36,337 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:41:36,337 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:41:36,403 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:41:36,404 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:41:36,404 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:41:36,412 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:41:36,412 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:41:36,412 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:41:36,592 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:41:36,592 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:41:36,592 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:43:05,603 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:43:05,603 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:43:05,603 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:43:10,675 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:43:10,676 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:43:10,676 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:43:10,713 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:43:10,714 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:43:10,714 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:43:10,878 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:43:10,878 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:43:10,878 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:43:10,999 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:43:11,000 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:43:11,000 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:43:12,968 [INFO] Backbone: efficientnet-b3
2024-02-01 16:43:12,972 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:43:12,973 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:43:12,973 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:43:12,996 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:43:12,996 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:43:12,996 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:43:13,297 [INFO] Backbone: efficientnet-b3
2024-02-01 16:43:13,532 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:43:13,533 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:43:13,533 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:43:13,574 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:43:13,575 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:43:13,575 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:43:13,584 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:43:13,584 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:43:13,584 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:43:13,717 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:43:13,718 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:43:13,718 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:45:27,110 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:45:27,111 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:45:27,111 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:45:32,176 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:45:32,176 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:45:32,176 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:45:32,188 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:45:32,188 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:45:32,189 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:45:32,440 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:45:32,440 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:45:32,440 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:45:32,570 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:45:32,570 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:45:32,570 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:45:33,775 [INFO] Backbone: efficientnet-b3
2024-02-01 16:45:34,038 [INFO] Backbone: efficientnet-b3
2024-02-01 16:45:34,621 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:45:34,622 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:45:34,622 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:45:34,842 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:45:34,843 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:45:34,843 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:45:34,908 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:45:34,909 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:45:34,909 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:45:35,093 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:45:35,093 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:45:35,093 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:45:35,101 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:45:35,102 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:45:35,102 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods 

2024-02-01 16:45:35,238 [INFO] 
Limited Total Variation Regularization Support Detected! 
---> CVXPY is not installed. 
---> Many Total Variation Methods require CVXPY including: 
---> velocity, acceleration, jerk, jerk_sliding, smooth_acceleration
---> Please install CVXPY to use these methods.
---> Recommended to also install MOSEK and obtain a MOSEK license.
You can still use: total_variation_regularization.iterative_velocity

2024-02-01 16:45:35,238 [INFO] 
Limited Linear Model Support Detected! 
---> PYCHEBFUN is not installed. 
---> Install pychebfun to use chebfun derivatives (https://github.com/pychebfun/pychebfun/) 
You can still use other methods 

2024-02-01 16:45:35,238 [INFO] 
Limited Linear Model Support Detected! 
---> CVXPY is not installed. 
---> Install CVXPY to use lineardiff derivatives 
You can still use other methods