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python model_main_tf2.py --model_dir=models/my_ssd_resnet50_v1_fpn --pipeline_config_path=models/my_ssd_resnet50_v1_fpn/pipeline.config
And got one error-
2024-01-08 08:38:46.169433: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered
2024-01-08 08:38:46.169484: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered
2024-01-08 08:38:46.171018: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1515] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered
2024-01-08 08:38:47.659819: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT
INFO:tensorflow:Using MirroredStrategy with devices ('/job:localhost/replica:0/task:0/device:CPU:0',)
I0108 08:38:50.082149 140463787116288 mirrored_strategy.py:423] Using MirroredStrategy with devices ('/job:localhost/replica:0/task:0/device:CPU:0',)
INFO:tensorflow:Maybe overwriting train_steps: None
I0108 08:38:50.107772 140463787116288 config_util.py:552] Maybe overwriting train_steps: None
INFO:tensorflow:Maybe overwriting use_bfloat16: False
I0108 08:38:50.107980 140463787116288 config_util.py:552] Maybe overwriting use_bfloat16: False
WARNING:tensorflow:From /Analytics/venv/CAPEANALYTICS/lib/python3.10/site-packages/object_detection/model_lib_v2.py:563: StrategyBase.experimental_distribute_datasets_from_function (from tensorflow.python.distribute.distribute_lib) is deprecated and will be removed in a future version.
Instructions for updating:
rename to distribute_datasets_from_function
W0108 08:38:50.139514 140463787116288 deprecation.py:50] From /Analytics/venv/CAPEANALYTICS/lib/python3.10/site-packages/object_detection/model_lib_v2.py:563: StrategyBase.experimental_distribute_datasets_from_function (from tensorflow.python.distribute.distribute_lib) is deprecated and will be removed in a future version.
Instructions for updating:
rename to distribute_datasets_from_function
INFO:tensorflow:Reading unweighted datasets: ['/Analytics/venv/Jup/CAPE_Case_Management_PDF_Invoicing/Tensorflow/workspace/training_demo/annotations/train.record']
I0108 08:38:50.152806 140463787116288 dataset_builder.py:162] Reading unweighted datasets: ['/Analytics/venv/Jup/CAPE_Case_Management_PDF_Invoicing/Tensorflow/workspace/training_demo/annotations/train.record']
INFO:tensorflow:Reading record datasets for input file: ['/Analytics/venv/Jup/CAPE_Case_Management_PDF_Invoicing/Tensorflow/workspace/training_demo/annotations/train.record']
I0108 08:38:50.153057 140463787116288 dataset_builder.py:79] Reading record datasets for input file: ['/Analytics/venv/Jup/CAPE_Case_Management_PDF_Invoicing/Tensorflow/workspace/training_demo/annotations/train.record']
INFO:tensorflow:Number of filenames to read: 1
I0108 08:38:50.153144 140463787116288 dataset_builder.py:80] Number of filenames to read: 1
WARNING:tensorflow:num_readers has been reduced to 1 to match input file shards.
W0108 08:38:50.153216 140463787116288 dataset_builder.py:86] num_readers has been reduced to 1 to match input file shards.
WARNING:tensorflow:From /Analytics/venv/CAPEANALYTICS/lib/python3.10/site-packages/object_detection/builders/dataset_builder.py:100: parallel_interleave (from tensorflow.python.data.experimental.ops.interleave_ops) is deprecated and will be removed in a future version.
Instructions for updating:
Use `tf.data.Dataset.interleave(map_func, cycle_length, block_length, num_parallel_calls=tf.data.AUTOTUNE)` instead. If sloppy execution is desired, use `tf.data.Options.deterministic`.
W0108 08:38:50.161479 140463787116288 deprecation.py:50] From /Analytics/venv/CAPEANALYTICS/lib/python3.10/site-packages/object_detection/builders/dataset_builder.py:100: parallel_interleave (from tensorflow.python.data.experimental.ops.interleave_ops) is deprecated and will be removed in a future version.
Instructions for updating:
Use `tf.data.Dataset.interleave(map_func, cycle_length, block_length, num_parallel_calls=tf.data.AUTOTUNE)` instead. If sloppy execution is desired, use `tf.data.Options.deterministic`.
WARNING:tensorflow:From /Analytics/venv/CAPEANALYTICS/lib/python3.10/site-packages/object_detection/builders/dataset_builder.py:235: DatasetV1.map_with_legacy_function (from tensorflow.python.data.ops.dataset_ops) is deprecated and will be removed in a future version.
Instructions for updating:
Use `tf.data.Dataset.map()
W0108 08:38:50.185297 140463787116288 deprecation.py:50] From /Analytics/venv/CAPEANALYTICS/lib/python3.10/site-packages/object_detection/builders/dataset_builder.py:235: DatasetV1.map_with_legacy_function (from tensorflow.python.data.ops.dataset_ops) is deprecated and will be removed in a future version.
Instructions for updating:
Use `tf.data.Dataset.map()
Traceback (most recent call last):
File "/Analytics/venv/Jup/CAPE_Case_Management_PDF_Invoicing/Tensorflow/workspace/training_demo/model_main_tf2.py", line 114, in <module>
tf.compat.v1.app.run()
File "/Analytics/venv/CAPEANALYTICS/lib/python3.10/site-packages/tensorflow/python/platform/app.py", line 36, in run
_run(main=main, argv=argv, flags_parser=_parse_flags_tolerate_undef)
File "/Analytics/venv/CAPEANALYTICS/lib/python3.10/site-packages/absl/app.py", line 308, in run
_run_main(main, args)
File "/Analytics/venv/CAPEANALYTICS/lib/python3.10/site-packages/absl/app.py", line 254, in _run_main
sys.exit(main(argv))
File "/Analytics/venv/Jup/CAPE_Case_Management_PDF_Invoicing/Tensorflow/workspace/training_demo/model_main_tf2.py", line 105, in main
model_lib_v2.train_loop(
File "/Analytics/venv/CAPEANALYTICS/lib/python3.10/site-packages/object_detection/model_lib_v2.py", line 563, in train_loop
train_input = strategy.experimental_distribute_datasets_from_function(
File "/Analytics/venv/CAPEANALYTICS/lib/python3.10/site-packages/tensorflow/python/util/deprecation.py", line 383, in new_func
return func(*args, **kwargs)
File "/Analytics/venv/CAPEANALYTICS/lib/python3.10/site-packages/tensorflow/python/distribute/distribute_lib.py", line 1563, in experimental_distribute_datasets_from_function
return self.distribute_datasets_from_function(dataset_fn, options)
File "/Analytics/venv/CAPEANALYTICS/lib/python3.10/site-packages/tensorflow/python/distribute/distribute_lib.py", line 1554, in distribute_datasets_from_function
return self._extended._distribute_datasets_from_function( # pylint: disable=protected-access
File "/Analytics/venv/CAPEANALYTICS/lib/python3.10/site-packages/tensorflow/python/distribute/mirrored_strategy.py", line 613, in _distribute_datasets_from_function
return input_util.get_distributed_datasets_from_function(
File "/Analytics/venv/CAPEANALYTICS/lib/python3.10/site-packages/tensorflow/python/distribute/input_util.py", line 144, in get_distributed_datasets_from_function
return input_lib.DistributedDatasetsFromFunction(
File "/Analytics/venv/CAPEANALYTICS/lib/python3.10/site-packages/tensorflow/python/distribute/input_lib.py", line 1143, in __init__
self.build()
File "/Analytics/venv/CAPEANALYTICS/lib/python3.10/site-packages/tensorflow/python/distribute/input_lib.py", line 1165, in build
_create_datasets_from_function_with_input_context(
File "/Analytics/venv/CAPEANALYTICS/lib/python3.10/site-packages/tensorflow/python/distribute/input_lib.py", line 1680, in _create_datasets_from_function_with_input_context
dataset = dataset_fn(ctx)
File "/Analytics/venv/CAPEANALYTICS/lib/python3.10/site-packages/object_detection/model_lib_v2.py", line 554, in train_dataset_fn
train_input = inputs.train_input(
File "/Analytics/venv/CAPEANALYTICS/lib/python3.10/site-packages/object_detection/inputs.py", line 908, in train_input
dataset = INPUT_BUILDER_UTIL_MAP['dataset_build'](
File "/Analytics/venv/CAPEANALYTICS/lib/python3.10/site-packages/object_detection/builders/dataset_builder.py", line 250, in build
dataset = dataset_map_fn(dataset, decoder.decode, batch_size,
File "/Analytics/venv/CAPEANALYTICS/lib/python3.10/site-packages/object_detection/builders/dataset_builder.py", line 235, in dataset_map_fn
dataset = dataset.map_with_legacy_function(
File "/Analytics/venv/CAPEANALYTICS/lib/python3.10/site-packages/tensorflow/python/util/deprecation.py", line 383, in new_func
return func(*args, **kwargs)
File "/Analytics/venv/CAPEANALYTICS/lib/python3.10/site-packages/tensorflow/python/data/ops/dataset_ops.py", line 4128, in map_with_legacy_function
return map_op._map_v1_with_legacy_function(
File "/Analytics/venv/CAPEANALYTICS/lib/python3.10/site-packages/tensorflow/python/data/ops/map_op.py", line 85, in _map_v1_with_legacy_function
_ParallelMapDataset(
File "/Analytics/venv/CAPEANALYTICS/lib/python3.10/site-packages/tensorflow/python/data/ops/map_op.py", line 148, in __init__
self._map_func = structured_function.StructuredFunctionWrapper(
File "/Analytics/venv/CAPEANALYTICS/lib/python3.10/site-packages/tensorflow/python/data/ops/structured_function.py", line 272, in __init__
self._function.add_to_graph(ops.get_default_graph())
File "/Analytics/venv/CAPEANALYTICS/lib/python3.10/site-packages/tensorflow/python/framework/function.py", line 579, in add_to_graph
self._create_definition_if_needed()
File "/Analytics/venv/CAPEANALYTICS/lib/python3.10/site-packages/tensorflow/python/framework/function.py", line 412, in _create_definition_if_needed
self._create_definition_if_needed_impl()
File "/Analytics/venv/CAPEANALYTICS/lib/python3.10/site-packages/tensorflow/python/framework/function.py", line 430, in _create_definition_if_needed_impl
temp_graph = func_graph_from_py_func(
File "/Analytics/venv/CAPEANALYTICS/lib/python3.10/site-packages/tensorflow/python/framework/function.py", line 1007, in func_graph_from_py_func
outputs = func(*func_graph.inputs)
File "/Analytics/venv/CAPEANALYTICS/lib/python3.10/site-packages/tensorflow/python/data/ops/structured_function.py", line 178, in wrapped_fn
ret = wrapper_helper(*args)
File "/Analytics/venv/CAPEANALYTICS/lib/python3.10/site-packages/tensorflow/python/data/ops/structured_function.py", line 161, in wrapper_helper
ret = autograph.tf_convert(self._func, ag_ctx)(*nested_args)
File "/Analytics/venv/CAPEANALYTICS/lib/python3.10/site-packages/tensorflow/python/autograph/impl/api.py", line 693, in wrapper
raise e.ag_error_metadata.to_exception(e)
File "/Analytics/venv/CAPEANALYTICS/lib/python3.10/site-packages/tensorflow/python/autograph/impl/api.py", line 690, in wrapper
return converted_call(f, args, kwargs, options=options)
File "/Analytics/venv/CAPEANALYTICS/lib/python3.10/site-packages/tensorflow/python/autograph/impl/api.py", line 439, in converted_call
result = converted_f(*effective_args, **kwargs)
File "/tmp/__autograph_generated_filelpzw7jov.py", line 74, in tf__decode
tensors = ag__.converted_call(ag__.ld(decoder).decode, (ag__.ld(serialized_example),), dict(items=ag__.ld(keys)), fscope)
File "/Analytics/venv/CAPEANALYTICS/lib/python3.10/site-packages/tensorflow/python/autograph/impl/api.py", line 439, in converted_call
result = converted_f(*effective_args, **kwargs)
File "/tmp/__autograph_generated_filel4yo0pgs.py", line 81, in tf__decode
ag__.for_stmt(ag__.ld(items), None, loop_body_1, get_state_3, set_state_3, (), {'iterate_names': 'item'})
File "/Analytics/venv/CAPEANALYTICS/lib/python3.10/site-packages/tensorflow/python/autograph/operators/control_flow.py", line 449, in for_stmt
for_fn(iter_, extra_test, body, get_state, set_state, symbol_names, opts)
File "/Analytics/venv/CAPEANALYTICS/lib/python3.10/site-packages/tensorflow/python/autograph/operators/control_flow.py", line 500, in _py_for_stmt
body(target)
File "/Analytics/venv/CAPEANALYTICS/lib/python3.10/site-packages/tensorflow/python/autograph/operators/control_flow.py", line 466, in protected_body
original_body(protected_iter)
File "/tmp/__autograph_generated_filel4yo0pgs.py", line 77, in loop_body_1
ag__.converted_call(ag__.ld(outputs).append, (ag__.converted_call(ag__.ld(handler).tensors_to_item, (ag__.ld(keys_to_tensors),), None, fscope),), None, fscope)
File "/Analytics/venv/CAPEANALYTICS/lib/python3.10/site-packages/tensorflow/python/autograph/impl/api.py", line 441, in converted_call
result = converted_f(*effective_args)
File "/tmp/__autograph_generated_file5funt9xo.py", line 39, in tf__tensors_to_item
ag__.if_stmt(ag__.ld(self)._repeated, if_body, else_body, get_state, set_state, ('do_return', 'retval_'), 2)
File "/Analytics/venv/CAPEANALYTICS/lib/python3.10/site-packages/tensorflow/python/autograph/operators/control_flow.py", line 1217, in if_stmt
_py_if_stmt(cond, body, orelse)
File "/Analytics/venv/CAPEANALYTICS/lib/python3.10/site-packages/tensorflow/python/autograph/operators/control_flow.py", line 1270, in _py_if_stmt
return body() if cond else orelse()
File "/tmp/__autograph_generated_file5funt9xo.py", line 35, in else_body
retval_ = ag__.converted_call(ag__.ld(self)._decode, (ag__.ld(image_buffer), ag__.ld(image_format)), None, fscope)
File "/Analytics/venv/CAPEANALYTICS/lib/python3.10/site-packages/tensorflow/python/autograph/impl/api.py", line 441, in converted_call
result = converted_f(*effective_args)
File "/tmp/__autograph_generated_file8ewy7rlm.py", line 80, in tf___decode
image = ag__.converted_call(ag__.ld(control_flow_ops).case, (ag__.ld(pred_fn_pairs),), dict(default=ag__.ld(check_jpeg), exclusive=True), fscope)
AttributeError: in user code:
File "/Analytics/venv/CAPEANALYTICS/lib/python3.10/site-packages/object_detection/data_decoders/tf_example_decoder.py", line 556, in decode *
tensors = decoder.decode(serialized_example, items=keys)
File "/Analytics/venv/CAPEANALYTICS/lib/python3.10/site-packages/tf_slim/data/tfexample_decoder.py", line 722, in decode *
outputs.append(handler.tensors_to_item(keys_to_tensors))
File "/Analytics/venv/CAPEANALYTICS/lib/python3.10/site-packages/tf_slim/data/tfexample_decoder.py", line 405, in tensors_to_item *
return self._decode(image_buffer, image_format)
File "/Analytics/venv/CAPEANALYTICS/lib/python3.10/site-packages/tf_slim/data/tfexample_decoder.py", line 453, in _decode *
image = control_flow_ops.case(
AttributeError: module 'tensorflow.python.ops.control_flow_ops' has no attribute 'case'
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