Я пытаюсь построить модель обнаружения объектов с моим настраиваемым набором данных, имеющим только 1 класс. При выполнении всех процедур, описанных в руководстве, скрипт вылетает из строя и выдает следующую ошибку:
tensorflow.python.framework.errors_impl.UnknownError: 2 root error(s) found.
(0) Unknown: Failed to get convolution algorithm. This is probably because cuDNN failed to initialize, so try looking to see if a warning log message was printed above.
[[{{node FeatureExtractor/InceptionV2/InceptionV2/Conv2d_1a_7x7/separable_conv2d}}]]
[[Loss/unstack_1/_10307]]
(1) Unknown: Failed to get convolution algorithm. This is probably because cuDNN failed to initialize, so try looking to see if a warning log message was printed above.
[[{{node FeatureExtractor/InceptionV2/InceptionV2/Conv2d_1a_7x7/separable_conv2d}}]]
0 successful operations.
0 derived errors ignored.
tensorflow.python.framework.errors_impl.UnknownError: 2 root error(s) found.
(0) Unknown: Failed to get convolution algorithm. This is probably because cuDNN failed to initialize, so try looking to see if a warning log message was printed above.
[[{{node FeatureExtractor/InceptionV2/InceptionV2/Conv2d_1a_7x7/separable_conv2d}}]]
[[Loss/unstack_1/_10307]]
(1) Unknown: Failed to get convolution algorithm. This is probably because cuDNN failed to initialize, so try looking to see if a warning log message was printed above.
[[{{node FeatureExtractor/InceptionV2/InceptionV2/Conv2d_1a_7x7/separable_conv2d}}]]
0 successful operations.
0 derived errors ignored.
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "model_main.py", line 109, in <module>
tf.app.run()
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow/python/platform/app.py", line 40, in run
_run(main=main, argv=argv, flags_parser=_parse_flags_tolerate_undef)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/absl/app.py", line 299, in run
_run_main(main, args)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/absl/app.py", line 250, in _run_main
sys.exit(main(argv))
File "model_main.py", line 105, in main
tf.estimator.train_and_evaluate(estimator, train_spec, eval_specs[0])
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow_estimator/python/estimator/training.py", line 473, in train_and_evaluate
return executor.run()
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow_estimator/python/estimator/training.py", line 613, in run
return self.run_local()
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow_estimator/python/estimator/training.py", line 714, in run_local
saving_listeners=saving_listeners)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow_estimator/python/estimator/estimator.py", line 367, in train
loss = self._train_model(input_fn, hooks, saving_listeners)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow_estimator/python/estimator/estimator.py", line 1158, in _train_model
return self._train_model_default(input_fn, hooks, saving_listeners)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow_estimator/python/estimator/estimator.py", line 1192, in _train_model_default
saving_listeners)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow_estimator/python/estimator/estimator.py", line 1484, in _train_with_estimator_spec
_, loss = mon_sess.run([estimator_spec.train_op, estimator_spec.loss])
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow/python/training/monitored_session.py", line 754, in run
run_metadata=run_metadata)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow/python/training/monitored_session.py", line 1252, in run
run_metadata=run_metadata)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow/python/training/monitored_session.py", line 1353, in run
raise six.reraise(*original_exc_info)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/six.py", line 703, in reraise
raise value
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow/python/training/monitored_session.py", line 1338, in run
return self._sess.run(*args, **kwargs)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow/python/training/monitored_session.py", line 1411, in run
run_metadata=run_metadata)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow/python/training/monitored_session.py", line 1169, in run
return self._sess.run(*args, **kwargs)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow/python/client/session.py", line 950, in run
run_metadata_ptr)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow/python/client/session.py", line 1173, in _run
feed_dict_tensor, options, run_metadata)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow/python/client/session.py", line 1350, in _do_run
run_metadata)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow/python/client/session.py", line 1370, in _do_call
raise type(e)(node_def, op, message)
tensorflow.python.framework.errors_impl.UnknownError: 2 root error(s) found.
(0) Unknown: Failed to get convolution algorithm. This is probably because cuDNN failed to initialize, so try looking to see if a warning log message was printed above.
[[node FeatureExtractor/InceptionV2/InceptionV2/Conv2d_1a_7x7/separable_conv2d (defined at /home/stud/hammadal/custom-model/models/research/slim/nets/inception_v2.py:129) ]]
[[Loss/unstack_1/_10307]]
(1) Unknown: Failed to get convolution algorithm. This is probably because cuDNN failed to initialize, so try looking to see if a warning log message was printed above.
[[node FeatureExtractor/InceptionV2/InceptionV2/Conv2d_1a_7x7/separable_conv2d (defined at /home/stud/hammadal/custom-model/models/research/slim/nets/inception_v2.py:129) ]]
0 successful operations.
0 derived errors ignored.
Original stack trace for 'FeatureExtractor/InceptionV2/InceptionV2/Conv2d_1a_7x7/separable_conv2d':
File "model_main.py", line 109, in <module>
tf.app.run()
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow/python/platform/app.py", line 40, in run
_run(main=main, argv=argv, flags_parser=_parse_flags_tolerate_undef)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/absl/app.py", line 299, in run
_run_main(main, args)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/absl/app.py", line 250, in _run_main
sys.exit(main(argv))
File "model_main.py", line 105, in main
tf.estimator.train_and_evaluate(estimator, train_spec, eval_specs[0])
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow_estimator/python/estimator/training.py", line 473, in train_and_evaluate
return executor.run()
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow_estimator/python/estimator/training.py", line 613, in run
return self.run_local()
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow_estimator/python/estimator/training.py", line 714, in run_local
saving_listeners=saving_listeners)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow_estimator/python/estimator/estimator.py", line 367, in train
loss = self._train_model(input_fn, hooks, saving_listeners)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow_estimator/python/estimator/estimator.py", line 1158, in _train_model
return self._train_model_default(input_fn, hooks, saving_listeners)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow_estimator/python/estimator/estimator.py", line 1188, in _train_model_default
features, labels, ModeKeys.TRAIN, self.config)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow_estimator/python/estimator/estimator.py", line 1146, in _call_model_fn
model_fn_results = self._model_fn(features=features, **kwargs)
File "/home/stud/hammadal/custom-model/models/research/object_detection/model_lib.py", line 308, in model_fn
features[fields.InputDataFields.true_image_shape])
File "/home/stud/hammadal/custom-model/models/research/object_detection/meta_architectures/ssd_meta_arch.py", line 600, in predict
preprocessed_inputs)
File "/home/stud/hammadal/custom-model/models/research/object_detection/models/ssd_inception_v2_feature_extractor.py", line 130, in extract_features
scope=scope)
File "/home/stud/hammadal/custom-model/models/research/slim/nets/inception_v2.py", line 129, in inception_v2_base
scope=end_point)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow/contrib/framework/python/ops/arg_scope.py", line 182, in func_with_args
return func(*args, **current_args)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow/contrib/layers/python/layers/layers.py", line 2784, in separable_convolution2d
outputs = layer.apply(inputs)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow/python/keras/engine/base_layer.py", line 1479, in apply
return self.__call__(inputs, *args, **kwargs)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow/python/layers/base.py", line 537, in __call__
outputs = super(Layer, self).__call__(inputs, *args, **kwargs)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow/python/keras/engine/base_layer.py", line 634, in __call__
outputs = call_fn(inputs, *args, **kwargs)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow/python/autograph/impl/api.py", line 146, in wrapper
), args, kwargs)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow/python/autograph/impl/api.py", line 446, in converted_call
return _call_unconverted(f, args, kwargs)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow/python/autograph/impl/api.py", line 253, in _call_unconverted
return f(*args, **kwargs)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow/python/keras/layers/convolutional.py", line 1658, in call
data_format=conv_utils.convert_data_format(self.data_format, ndim=4))
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow/python/ops/nn_impl.py", line 793, in separable_conv2d
name=name)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow/python/ops/nn_ops.py", line 1953, in conv2d
name=name)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow/python/ops/gen_nn_ops.py", line 1071, in conv2d
data_format=data_format, dilations=dilations, name=name)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow/python/framework/op_def_library.py", line 788, in _apply_op_helper
op_def=op_def)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow/python/util/deprecation.py", line 507, in new_func
return func(*args, **kwargs)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow/python/framework/ops.py", line 3616, in create_op
op_def=op_def)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow/python/framework/ops.py", line 2005, in __init__
self._traceback = tf_stack.extract_stack()
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "model_main.py", line 109, in <module>
tf.app.run()
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow/python/platform/app.py", line 40, in run
_run(main=main, argv=argv, flags_parser=_parse_flags_tolerate_undef)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/absl/app.py", line 299, in run
_run_main(main, args)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/absl/app.py", line 250, in _run_main
sys.exit(main(argv))
File "model_main.py", line 105, in main
tf.estimator.train_and_evaluate(estimator, train_spec, eval_specs[0])
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow_estimator/python/estimator/training.py", line 473, in train_and_evaluate
return executor.run()
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow_estimator/python/estimator/training.py", line 613, in run
return self.run_local()
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow_estimator/python/estimator/training.py", line 714, in run_local
saving_listeners=saving_listeners)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow_estimator/python/estimator/estimator.py", line 367, in train
loss = self._train_model(input_fn, hooks, saving_listeners)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow_estimator/python/estimator/estimator.py", line 1158, in _train_model
return self._train_model_default(input_fn, hooks, saving_listeners)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow_estimator/python/estimator/estimator.py", line 1192, in _train_model_default
saving_listeners)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow_estimator/python/estimator/estimator.py", line 1484, in _train_with_estimator_spec
_, loss = mon_sess.run([estimator_spec.train_op, estimator_spec.loss])
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow/python/training/monitored_session.py", line 754, in run
run_metadata=run_metadata)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow/python/training/monitored_session.py", line 1252, in run
run_metadata=run_metadata)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow/python/training/monitored_session.py", line 1353, in run
raise six.reraise(*original_exc_info)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/six.py", line 703, in reraise
raise value
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow/python/training/monitored_session.py", line 1338, in run
return self._sess.run(*args, **kwargs)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow/python/training/monitored_session.py", line 1411, in run
run_metadata=run_metadata)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow/python/training/monitored_session.py", line 1169, in run
return self._sess.run(*args, **kwargs)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow/python/client/session.py", line 950, in run
run_metadata_ptr)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow/python/client/session.py", line 1173, in _run
feed_dict_tensor, options, run_metadata)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow/python/client/session.py", line 1350, in _do_run
run_metadata)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow/python/client/session.py", line 1370, in _do_call
raise type(e)(node_def, op, message)
tensorflow.python.framework.errors_impl.UnknownError: 2 root error(s) found.
(0) Unknown: Failed to get convolution algorithm. This is probably because cuDNN failed to initialize, so try looking to see if a warning log message was printed above.
[[node FeatureExtractor/InceptionV2/InceptionV2/Conv2d_1a_7x7/separable_conv2d (defined at /home/stud/hammadal/custom-model/models/research/slim/nets/inception_v2.py:129) ]]
[[Loss/unstack_1/_10307]]
(1) Unknown: Failed to get convolution algorithm. This is probably because cuDNN failed to initialize, so try looking to see if a warning log message was printed above.
[[node FeatureExtractor/InceptionV2/InceptionV2/Conv2d_1a_7x7/separable_conv2d (defined at /home/stud/hammadal/custom-model/models/research/slim/nets/inception_v2.py:129) ]]
0 successful operations.
0 derived errors ignored.
Original stack trace for 'FeatureExtractor/InceptionV2/InceptionV2/Conv2d_1a_7x7/separable_conv2d':
File "model_main.py", line 109, in <module>
tf.app.run()
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow/python/platform/app.py", line 40, in run
_run(main=main, argv=argv, flags_parser=_parse_flags_tolerate_undef)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/absl/app.py", line 299, in run
_run_main(main, args)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/absl/app.py", line 250, in _run_main
sys.exit(main(argv))
File "model_main.py", line 105, in main
tf.estimator.train_and_evaluate(estimator, train_spec, eval_specs[0])
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow_estimator/python/estimator/training.py", line 473, in train_and_evaluate
return executor.run()
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow_estimator/python/estimator/training.py", line 613, in run
return self.run_local()
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow_estimator/python/estimator/training.py", line 714, in run_local
saving_listeners=saving_listeners)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow_estimator/python/estimator/estimator.py", line 367, in train
loss = self._train_model(input_fn, hooks, saving_listeners)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow_estimator/python/estimator/estimator.py", line 1158, in _train_model
return self._train_model_default(input_fn, hooks, saving_listeners)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow_estimator/python/estimator/estimator.py", line 1188, in _train_model_default
features, labels, ModeKeys.TRAIN, self.config)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow_estimator/python/estimator/estimator.py", line 1146, in _call_model_fn
model_fn_results = self._model_fn(features=features, **kwargs)
File "/home/stud/hammadal/custom-model/models/research/object_detection/model_lib.py", line 308, in model_fn
features[fields.InputDataFields.true_image_shape])
File "/home/stud/hammadal/custom-model/models/research/object_detection/meta_architectures/ssd_meta_arch.py", line 600, in predict
preprocessed_inputs)
File "/home/stud/hammadal/custom-model/models/research/object_detection/models/ssd_inception_v2_feature_extractor.py", line 130, in extract_features
scope=scope)
File "/home/stud/hammadal/custom-model/models/research/slim/nets/inception_v2.py", line 129, in inception_v2_base
scope=end_point)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow/contrib/framework/python/ops/arg_scope.py", line 182, in func_with_args
return func(*args, **current_args)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow/contrib/layers/python/layers/layers.py", line 2784, in separable_convolution2d
outputs = layer.apply(inputs)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow/python/keras/engine/base_layer.py", line 1479, in apply
return self.__call__(inputs, *args, **kwargs)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow/python/layers/base.py", line 537, in __call__
outputs = super(Layer, self).__call__(inputs, *args, **kwargs)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow/python/keras/engine/base_layer.py", line 634, in __call__
outputs = call_fn(inputs, *args, **kwargs)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow/python/autograph/impl/api.py", line 146, in wrapper
), args, kwargs)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow/python/autograph/impl/api.py", line 446, in converted_call
return _call_unconverted(f, args, kwargs)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow/python/autograph/impl/api.py", line 253, in _call_unconverted
return f(*args, **kwargs)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow/python/keras/layers/convolutional.py", line 1658, in call
data_format=conv_utils.convert_data_format(self.data_format, ndim=4))
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow/python/ops/nn_impl.py", line 793, in separable_conv2d
name=name)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow/python/ops/nn_ops.py", line 1953, in conv2d
name=name)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow/python/ops/gen_nn_ops.py", line 1071, in conv2d
data_format=data_format, dilations=dilations, name=name)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow/python/framework/op_def_library.py", line 788, in _apply_op_helper
op_def=op_def)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow/python/util/deprecation.py", line 507, in new_func
return func(*args, **kwargs)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow/python/framework/ops.py", line 3616, in create_op
op_def=op_def)
File "/nfs/student/hammadal/custom-model/tf1.14/lib/python3.6/site-packages/tensorflow/python/framework/ops.py", line 2005, in __init__
self._traceback = tf_stack.extract_stack()
. Это происходит при запуске его на сервере, где я могу использовать мощность графического процессора. Когда я запускаю сценарий на локальном компьютере, используя только ЦП и размер пакета 1, сценарий выполняется.
Используемый сценарий взят из официального репозитория тензорного потока ЗДЕСЬ . Информация об аппаратном обеспечении сервера выглядит следующим образом:
> OS: Ubuntu x86_64 memory: 503GiB
> system memory processor: Intel(R)
> Xeon(R) CPU E5-2630 v4 @ 2.20GHz
> display: GV100GL [Tesla V100 PCIe 32GB]
Библиотеки:
> tensorflow-gpu: 1.14
> numpy: 1.16
> absl-py 0.9
Я пытался разобраться с прошлыми 2 неделями. Если кто-то может помочь или направить меня, что мне нужно прочитать, я был бы очень рад