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pablormier committed Apr 25, 2024
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148 changes: 73 additions & 75 deletions .jupyter_cache/executed/094517cf9b662d4b071537ec5ac80b62/base.ipynb
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"</svg>\n"
],
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4,758 changes: 2,379 additions & 2,379 deletions .jupyter_cache/executed/43db6d99b10aae7002b43157110f8d59/base.ipynb
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42 changes: 21 additions & 21 deletions .jupyter_cache/executed/4b6c60c42f20e0738189935b8e87f5a1/base.ipynb
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" CVXPY \n",
" v1.4.3 \n",
"===============================================================================\n",
"(CVXPY) Apr 25 10:25:49 AM: Your problem has 5 variables, 2 constraints, and 0 parameters.\n"
"(CVXPY) Apr 25 10:34:35 AM: Your problem has 5 variables, 2 constraints, and 0 parameters.\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"(CVXPY) Apr 25 10:25:49 AM: It is compliant with the following grammars: DCP, DQCP\n"
"(CVXPY) Apr 25 10:34:35 AM: It is compliant with the following grammars: DCP, DQCP\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"(CVXPY) Apr 25 10:25:49 AM: (If you need to solve this problem multiple times, but with different data, consider using parameters.)\n"
"(CVXPY) Apr 25 10:34:35 AM: (If you need to solve this problem multiple times, but with different data, consider using parameters.)\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"(CVXPY) Apr 25 10:25:49 AM: CVXPY will first compile your problem; then, it will invoke a numerical solver to obtain a solution.\n"
"(CVXPY) Apr 25 10:34:35 AM: CVXPY will first compile your problem; then, it will invoke a numerical solver to obtain a solution.\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"(CVXPY) Apr 25 10:25:49 AM: Your problem is compiled with the CPP canonicalization backend.\n"
"(CVXPY) Apr 25 10:34:35 AM: Your problem is compiled with the CPP canonicalization backend.\n"
]
},
{
Expand All @@ -89,49 +89,49 @@
"-------------------------------------------------------------------------------\n",
" Compilation \n",
"-------------------------------------------------------------------------------\n",
"(CVXPY) Apr 25 10:25:49 AM: Compiling problem (target solver=OSQP).\n"
"(CVXPY) Apr 25 10:34:35 AM: Compiling problem (target solver=OSQP).\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"(CVXPY) Apr 25 10:25:49 AM: Reduction chain: CvxAttr2Constr -> Qp2SymbolicQp -> QpMatrixStuffing -> OSQP\n"
"(CVXPY) Apr 25 10:34:35 AM: Reduction chain: CvxAttr2Constr -> Qp2SymbolicQp -> QpMatrixStuffing -> OSQP\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"(CVXPY) Apr 25 10:25:49 AM: Applying reduction CvxAttr2Constr\n"
"(CVXPY) Apr 25 10:34:35 AM: Applying reduction CvxAttr2Constr\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"(CVXPY) Apr 25 10:25:49 AM: Applying reduction Qp2SymbolicQp\n"
"(CVXPY) Apr 25 10:34:35 AM: Applying reduction Qp2SymbolicQp\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"(CVXPY) Apr 25 10:25:49 AM: Applying reduction QpMatrixStuffing\n"
"(CVXPY) Apr 25 10:34:35 AM: Applying reduction QpMatrixStuffing\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"(CVXPY) Apr 25 10:25:49 AM: Applying reduction OSQP\n"
"(CVXPY) Apr 25 10:34:35 AM: Applying reduction OSQP\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"(CVXPY) Apr 25 10:25:49 AM: Finished problem compilation (took 1.063e-02 seconds).\n"
"(CVXPY) Apr 25 10:34:35 AM: Finished problem compilation (took 1.023e-02 seconds).\n"
]
},
{
Expand All @@ -141,7 +141,7 @@
"-------------------------------------------------------------------------------\n",
" Numerical solver \n",
"-------------------------------------------------------------------------------\n",
"(CVXPY) Apr 25 10:25:49 AM: Invoking solver OSQP to obtain a solution.\n"
"(CVXPY) Apr 25 10:34:35 AM: Invoking solver OSQP to obtain a solution.\n"
]
},
{
Expand All @@ -165,42 +165,42 @@
" warm start: on, polish: on, time_limit: off\n",
"\n",
"iter objective pri res dua res rho time\n",
" 1 -5.2220e+00 3.68e+00 1.70e+02 1.00e-01 5.20e-05s\n",
" 150 6.9994e-01 1.96e-05 7.82e-06 4.77e+00 1.27e-04s\n",
"plsh 7.0000e-01 1.95e-30 0.00e+00 -------- 1.77e-04s\n",
" 1 -5.2220e+00 3.68e+00 1.70e+02 1.00e-01 7.69e-05s\n",
" 150 6.9994e-01 1.96e-05 7.82e-06 4.77e+00 1.53e-04s\n",
"plsh 7.0000e-01 1.95e-30 0.00e+00 -------- 2.03e-04s\n",
"\n",
"status: solved\n",
"solution polish: successful\n",
"number of iterations: 150\n",
"optimal objective: 0.7000\n",
"run time: 1.77e-04s\n",
"run time: 2.03e-04s\n",
"optimal rho estimate: 9.81e+00\n",
"\n",
"-------------------------------------------------------------------------------\n",
" Summary \n",
"-------------------------------------------------------------------------------\n",
"(CVXPY) Apr 25 10:25:49 AM: Problem status: optimal\n"
"(CVXPY) Apr 25 10:34:35 AM: Problem status: optimal\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"(CVXPY) Apr 25 10:25:49 AM: Optimal value: -3.000e-01\n"
"(CVXPY) Apr 25 10:34:35 AM: Optimal value: -3.000e-01\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"(CVXPY) Apr 25 10:25:49 AM: Compilation took 1.063e-02 seconds\n"
"(CVXPY) Apr 25 10:34:35 AM: Compilation took 1.023e-02 seconds\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"(CVXPY) Apr 25 10:25:49 AM: Solver (including time spent in interface) took 1.420e-03 seconds\n"
"(CVXPY) Apr 25 10:34:35 AM: Solver (including time spent in interface) took 1.494e-03 seconds\n"
]
}
],
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"</svg>\n"
],
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"<graphviz.graphs.Digraph at 0x7fd149b7bed0>"
"<graphviz.graphs.Digraph at 0x7f94275c7bd0>"
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"execution_count": 2,
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"</svg>\n"
],
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"execution_count": 3,
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" CVXPY \n",
" v1.4.3 \n",
"===============================================================================\n",
"(CVXPY) Apr 25 10:25:59 AM: Your problem has 20 variables, 5 constraints, and 0 parameters.\n"
"(CVXPY) Apr 25 10:34:45 AM: Your problem has 20 variables, 5 constraints, and 0 parameters.\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"(CVXPY) Apr 25 10:25:59 AM: It is compliant with the following grammars: DCP, DQCP\n"
"(CVXPY) Apr 25 10:34:45 AM: It is compliant with the following grammars: DCP, DQCP\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"(CVXPY) Apr 25 10:25:59 AM: (If you need to solve this problem multiple times, but with different data, consider using parameters.)\n"
"(CVXPY) Apr 25 10:34:45 AM: (If you need to solve this problem multiple times, but with different data, consider using parameters.)\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"(CVXPY) Apr 25 10:25:59 AM: CVXPY will first compile your problem; then, it will invoke a numerical solver to obtain a solution.\n"
"(CVXPY) Apr 25 10:34:45 AM: CVXPY will first compile your problem; then, it will invoke a numerical solver to obtain a solution.\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"(CVXPY) Apr 25 10:25:59 AM: Your problem is compiled with the CPP canonicalization backend.\n"
"(CVXPY) Apr 25 10:34:45 AM: Your problem is compiled with the CPP canonicalization backend.\n"
]
},
{
Expand All @@ -424,49 +424,49 @@
"-------------------------------------------------------------------------------\n",
" Compilation \n",
"-------------------------------------------------------------------------------\n",
"(CVXPY) Apr 25 10:25:59 AM: Compiling problem (target solver=SCIP).\n"
"(CVXPY) Apr 25 10:34:45 AM: Compiling problem (target solver=SCIP).\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"(CVXPY) Apr 25 10:25:59 AM: Reduction chain: Dcp2Cone -> CvxAttr2Constr -> ConeMatrixStuffing -> SCIP\n"
"(CVXPY) Apr 25 10:34:45 AM: Reduction chain: Dcp2Cone -> CvxAttr2Constr -> ConeMatrixStuffing -> SCIP\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"(CVXPY) Apr 25 10:25:59 AM: Applying reduction Dcp2Cone\n"
"(CVXPY) Apr 25 10:34:45 AM: Applying reduction Dcp2Cone\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"(CVXPY) Apr 25 10:25:59 AM: Applying reduction CvxAttr2Constr\n"
"(CVXPY) Apr 25 10:34:45 AM: Applying reduction CvxAttr2Constr\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"(CVXPY) Apr 25 10:25:59 AM: Applying reduction ConeMatrixStuffing\n"
"(CVXPY) Apr 25 10:34:45 AM: Applying reduction ConeMatrixStuffing\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"(CVXPY) Apr 25 10:25:59 AM: Applying reduction SCIP\n"
"(CVXPY) Apr 25 10:34:45 AM: Applying reduction SCIP\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"(CVXPY) Apr 25 10:25:59 AM: Finished problem compilation (took 1.218e-02 seconds).\n"
"(CVXPY) Apr 25 10:34:45 AM: Finished problem compilation (took 1.306e-02 seconds).\n"
]
},
{
Expand All @@ -476,7 +476,7 @@
"-------------------------------------------------------------------------------\n",
" Numerical solver \n",
"-------------------------------------------------------------------------------\n",
"(CVXPY) Apr 25 10:25:59 AM: Invoking solver SCIP to obtain a solution.\n"
"(CVXPY) Apr 25 10:34:45 AM: Invoking solver SCIP to obtain a solution.\n"
]
},
{
Expand All @@ -486,13 +486,7 @@
"-------------------------------------------------------------------------------\n",
" Summary \n",
"-------------------------------------------------------------------------------\n",
"(CVXPY) Apr 25 10:25:59 AM: Problem status: optimal\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"(CVXPY) Apr 25 10:34:45 AM: Problem status: optimal\n",
"presolving:\n",
" (0.0s) symmetry computation started: requiring (bin +, int +, cont +), (fixed: bin -, int -, cont -)\n",
" (0.0s) no symmetry present (symcode time: 0.00)\n",
Expand All @@ -507,27 +501,33 @@
"* 0.0s| 1 | 0 | 16 | - | LP | 0 | 20 | 70 | 30 | 0 | 0 | 0 | 0 |-1.900000e+02 |-1.900000e+02 | 0.00%| unknown\n",
" 0.0s| 1 | 0 | 16 | - | 829k | 0 | 20 | 70 | 30 | 0 | 0 | 0 | 0 |-1.900000e+02 |-1.900000e+02 | 0.00%| unknown\n",
"\n",
"SCIP Status : problem is solved [optimal sol(CVXPY) Apr 25 10:25:59 AM: Optimal value: -1.900e+02\n"
"SCIP Status : problem is solved [optimal solution found]\n",
"Solving Time (sec) : 0.00\n",
"Solving Nodes : 1\n",
"Primal Bound : -1.90000000000000e+02 (1 solutions)\n",
"Dual Bound : -1.90000000000000e+02\n",
"Gap : 0.00 %\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"(CVXPY) Apr 25 10:25:59 AM: Compilation took 1.218e-02 seconds\n"
"(CVXPY) Apr 25 10:34:45 AM: Optimal value: -1.900e+02\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"(CVXPY) Apr 25 10:25:59 AM: Solver (including time spent in interface) took 6.527e-03 seconds\n",
"ution found]\n",
"Solving Time (sec) : 0.00\n",
"Solving Nodes : 1\n",
"Primal Bound : -1.90000000000000e+02 (1 solutions)\n",
"Dual Bound : -1.90000000000000e+02\n",
"Gap : 0.00 %\n"
"(CVXPY) Apr 25 10:34:45 AM: Compilation took 1.306e-02 seconds\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"(CVXPY) Apr 25 10:34:45 AM: Solver (including time spent in interface) took 6.382e-03 seconds\n"
]
},
{
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"Solver claims optimal solution for feasible problem.\n",
"Applying the solution.\n",
"Applied solution is primal feasible.\n",
"Search 1.4e-02s, solve 1.9e-02s, overhead 34%.\n",
"Search 1.4e-02s, solve 1.8e-02s, overhead 28%.\n",
"=============[ PICOS ]=============\n"
]
}
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