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build_image_dataset.py crashes for delf training #10474
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Thank you for your post. We noticed you have not filled out the following field in the issue template. Could you update them if they are relevant in your case, or leave them as N/A? Thanks. |
Responding inline Q. What is the top-level directory of the model you are using Q. Have I written custom code? Q. OS Platform and Distribution Q. TensorFlow installed from? Q. TensorFlow version Q. Bazel version Q. CUDA/chDNN version Q. GPU model Q Exact command to reproduce |
Thanks for reporting this! @dan-anghel , I think you wrote this part of the code. Do you remember if the 'b' is really necessary when reading the CSV? What @avidullu reported makes sense to me, although I remember you had run the code several times, which seems to contradict it. |
The CSV shouldn't be binary. Removing |
CSVs should be text files.
Running instructions from https://github.com/tensorflow/models/blob/master/research/delf/delf/python/training/README.md#prepare-the-data-for-training without any GPUs on a Google Cloud VM encounters an error.
Below is the command with the error
python3 build_image_dataset.py --train_csv_path=$LANDMARK_DATA/train/train.csv --train_clean_csv_path=$LANDMARK_DATA/train/train_clean.csv --train_directory=$LANDMARK_DATA/train//// --output_directory=$LANDMARK_DATA/tfrecord/ --num_shards=128 --generate_train_validation_splits --validation_split_size=0.2 --test_csv_path=$LANDMARK_DATA/train/test.csv --test_directory=$LANDMARK_DATA/test////
2022-01-27 22:07:03.277440: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcudart.so.11.0'; dlerror: libcudart.so.11.0: cannot open shared object file: No such file or directory
2022-01-27 22:07:03.277495: I tensorflow/stream_executor/cuda/cudart_stub.cc:29] Ignore above cudart dlerror if you do not have a GPU set up on your machine.
2022-01-27 22:07:05.252430: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcuda.so.1'; dlerror: libcuda.so.1: cannot open shared object file: No such file or directory
2022-01-27 22:07:05.252502: W tensorflow/stream_executor/cuda/cuda_driver.cc:269] failed call to cuInit: UNKNOWN ERROR (303)
2022-01-27 22:07:05.252525: I tensorflow/stream_executor/cuda/cuda_diagnostics.cc:156] kernel driver does not appear to be running on this host (gcsfuse-experiment): /proc/driver/nvidia/version does not exist
/home/avidullu/mldata/cvdfoundation/google-landmark/train/train_clean.csv
Traceback (most recent call last):
File "build_image_dataset.py", line 491, in
app.run(main)
File "/home/avidullu/.local/lib/python3.7/site-packages/absl/app.py", line 312, in run
_run_main(main, args)
File "/home/avidullu/.local/lib/python3.7/site-packages/absl/app.py", line 258, in _run_main
sys.exit(main(argv))
File "build_image_dataset.py", line 485, in main
FLAGS.seed)
File "build_image_dataset.py", line 439, in _build_train_tfrecord_dataset
image_dir)
File "build_image_dataset.py", line 144, in _get_clean_train_image_files_and_labels
df = pd.read_csv(csv_file)
File "/home/avidullu/.local/lib/python3.7/site-packages/pandas/util/_decorators.py", line 311, in wrapper
return func(*args, **kwargs)
File "/home/avidullu/.local/lib/python3.7/site-packages/pandas/io/parsers/readers.py", line 586, in read_csv
return _read(filepath_or_buffer, kwds)
File "/home/avidullu/.local/lib/python3.7/site-packages/pandas/io/parsers/readers.py", line 482, in _read
parser = TextFileReader(filepath_or_buffer, **kwds)
File "/home/avidullu/.local/lib/python3.7/site-packages/pandas/io/parsers/readers.py", line 811, in init
self._engine = self._make_engine(self.engine)
File "/home/avidullu/.local/lib/python3.7/site-packages/pandas/io/parsers/readers.py", line 1040, in _make_engine
return mapping[engine](self.f, **self.options) # type: ignore[call-arg]
File "/home/avidullu/.local/lib/python3.7/site-packages/pandas/io/parsers/c_parser_wrapper.py", line 51, in init
self._open_handles(src, kwds)
File "/home/avidullu/.local/lib/python3.7/site-packages/pandas/io/parsers/base_parser.py", line 229, in _open_handles
errors=kwds.get("encoding_errors", "strict"),
File "/home/avidullu/.local/lib/python3.7/site-packages/pandas/io/common.py", line 724, in get_handle
newline="",
AttributeError: 'GFile' object has no attribute 'readable'
models/research/delf/delf/python/training/build_image_dataset.py
Line 143 in a033df7
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