tensorflow / tensorflow/models
AttributeError: apply_conv_hyperparams_to_heads
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models:research:odapi
type:bug
- Dominant language
- Python
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Description
Prerequisites
Please answer the following questions for yourself before submitting an issue.
- I am using the latest TensorFlow Model Garden release and TensorFlow 2.
- I am reporting the issue to the correct repository. (Model Garden official or research directory)
- I checked to make sure that this issue has not already been filed.
1. The entire URL of the file you are using
https://github.com/tensorflow/models/blob/master/research/object_detection/model_main_tf2.py
2. Describe the bug
After running the command for training the model in the GCloud AI Platform, the attribute error o apply_conv_hyperparams_to_heads occur which stops the model from training
3. Steps to reproduce
Steps to reproduce the behavior.
PIPELINE_CONFIG_PATH=model_6/ssd_efficientdet_d0_512x512_coco17_tpu-8.config
MODEL_DIR=model_6/model_dir
cp object_detection/packages/tf2/setup.py .
gcloud ai-platform jobs submit training banner_v6_`date +%m_%d_%Y_%H_%M_%S` \
--runtime-version 2.1 \
--python-version 3.7 \
--job-dir=gs://${MODEL_DIR} \
--package-path ./object_detection \
--module-name object_detection.model_main_tf2 \
--region us-central1 \
--scale-tier BASIC_GPU \
-- \
--model_dir=gs://${MODEL_DIR} \
--pipeline_config_path=gs://${PIPELINE_CONFIG_PATH} \
--checkpoint_dir=gs://${MODEL_DIR}
4. Expected behavior
I expected the model to train
5. Additional context
master-replica-0
"Traceback (most recent call last):
File "/usr/lib/python3.7/runpy.py", line 193, in _run_module_as_main
"__main__", mod_spec)
File "/usr/lib/python3.7/runpy.py", line 85, in _run_code
exec(code, run_globals)
File "/root/.local/lib/python3.7/site-packages/object_detection/model_main_tf2.py", line 113, in <module>
tf.compat.v1.app.run()
File "/root/.local/lib/python3.7/site-packages/tensorflow/python/platform/app.py", line 40, in run
_run(main=main, argv=argv, flags_parser=_parse_flags_tolerate_undef)
File "/usr/local/lib/python3.7/dist-packages/absl/app.py", line 303, in run
_run_main(main, args)
File "/usr/local/lib/python3.7/dist-packages/absl/app.py", line 251, in _run_main
sys.exit(main(argv))
File "/root/.local/lib/python3.7/site-packages/object_detection/model_main_tf2.py", line 88, in main
wait_interval=300, timeout=FLAGS.eval_timeout)
File "/root/.local/lib/python3.7/site-packages/object_detection/model_lib_v2.py", line 1095, in eval_continuously
model_config=model_config, is_training=True)
File "/root/.local/lib/python3.7/site-packages/object_detection/builders/model_builder.py", line 1200, in build
add_summaries)
File "/root/.local/lib/python3.7/site-packages/object_detection/builders/model_builder.py", line 417, in _build_ssd_model
add_background_class=ssd_config.add_background_class)
File "/root/.local/lib/python3.7/site-packages/object_detection/builders/box_predictor_builder.py", line 937, in build_keras
config_box_predictor.apply_conv_hyperparams_to_heads),
AttributeError: apply_conv_hyperparams_to_heads
6. System information
- OS Platform and Distribution (e.g., Linux Ubuntu 16.04): GCP AI platform
- Mobile device name if the issue happens on a mobile device:
- TensorFlow installed from (source or binary):
- TensorFlow version (use command below): 2.1.0
- Python version:3.7
- Bazel version (if compiling from source):
- GCC/Compiler version (if compiling from source):
- CUDA/cuDNN version:
- GPU model and memory: n1-standard-8 with one k80 GPU
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First steps
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Assessment
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