about load s3dg pretrained model error

[Han-Huaqiao]

when I use s3dg extract features, and load s3dg pretrained model, it has a error:

2021-01-10 17:34:50.791160: W tensorflow/core/framework/op_kernel.cc:1651] OP_REQUIRES failed at save_restore_v2_ops.cc:184 : Not found: Key InceptionV1/Conv2d_1a_7x7/biases not found in checkpoint Traceback (most recent call last): File "/home/hhq/anaconda3/lib/python3.7/site-packages/tensorflow_core/python/client/session.py", line 1365, in _do_call return fn(*args) File "/home/hhq/anaconda3/lib/python3.7/site-packages/tensorflow_core/python/client/session.py", line 1350, in _run_fn target_list, run_metadata) File "/home/hhq/anaconda3/lib/python3.7/site-packages/tensorflow_core/python/client/session.py", line 1443, in _call_tf_sessionrun run_metadata) tensorflow.python.framework.errors_impl.NotFoundError: Key InceptionV1/Conv2d_1a_7x7/biases not found in checkpoint [[{{node save/RestoreV2}}]]

During handling of the above exception, another exception occurred:

Traceback (most recent call last): File "/home/hhq/anaconda3/lib/python3.7/site-packages/tensorflow_core/python/training/saver.py", line 1290, in restore {self.saver_def.filename_tensor_name: save_path}) File "/home/hhq/anaconda3/lib/python3.7/site-packages/tensorflow_core/python/client/session.py", line 956, in run run_metadata_ptr) File "/home/hhq/anaconda3/lib/python3.7/site-packages/tensorflow_core/python/client/session.py", line 1180, in _run feed_dict_tensor, options, run_metadata) File "/home/hhq/anaconda3/lib/python3.7/site-packages/tensorflow_core/python/client/session.py", line 1359, in _do_run run_metadata) File "/home/hhq/anaconda3/lib/python3.7/site-packages/tensorflow_core/python/client/session.py", line 1384, in _do_call raise type(e)(node_def, op, message) tensorflow.python.framework.errors_impl.NotFoundError: Key InceptionV1/Conv2d_1a_7x7/biases not found in checkpoint [[node save/RestoreV2 (defined at /home/hhq/anaconda3/lib/python3.7/site-packages/tensorflow_core/python/framework/ops.py:1748) ]]

Original stack trace for 'save/RestoreV2': File "s3dg_feature_extract.py", line 97, in main() File "s3dg_feature_extract.py", line 52, in main saver = tf.compat.v1.train.Saver() File "/home/hhq/anaconda3/lib/python3.7/site-packages/tensorflow_core/python/training/saver.py", line 828, in init self.build() File "/home/hhq/anaconda3/lib/python3.7/site-packages/tensorflow_core/python/training/saver.py", line 840, in build self._build(self._filename, build_save=True, build_restore=True) File "/home/hhq/anaconda3/lib/python3.7/site-packages/tensorflow_core/python/training/saver.py", line 878, in _build build_restore=build_restore) File "/home/hhq/anaconda3/lib/python3.7/site-packages/tensorflow_core/python/training/saver.py", line 508, in _build_internal restore_sequentially, reshape) File "/home/hhq/anaconda3/lib/python3.7/site-packages/tensorflow_core/python/training/saver.py", line 328, in _AddRestoreOps restore_sequentially) File "/home/hhq/anaconda3/lib/python3.7/site-packages/tensorflow_core/python/training/saver.py", line 575, in bulk_restore return io_ops.restore_v2(filename_tensor, names, slices, dtypes) File "/home/hhq/anaconda3/lib/python3.7/site-packages/tensorflow_core/python/ops/gen_io_ops.py", line 1696, in restore_v2 name=name) File "/home/hhq/anaconda3/lib/python3.7/site-packages/tensorflow_core/python/framework/op_def_library.py", line 794, in _apply_op_helper op_def=op_def) File "/home/hhq/anaconda3/lib/python3.7/site-packages/tensorflow_core/python/util/deprecation.py", line 507, in new_func return func(*args, **kwargs) File "/home/hhq/anaconda3/lib/python3.7/site-packages/tensorflow_core/python/framework/ops.py", line 3357, in create_op attrs, op_def, compute_device) File "/home/hhq/anaconda3/lib/python3.7/site-packages/tensorflow_core/python/framework/ops.py", line 3426, in _create_op_internal op_def=op_def) File "/home/hhq/anaconda3/lib/python3.7/site-packages/tensorflow_core/python/framework/ops.py", line 1748, in init self._traceback = tf_stack.extract_stack()

During handling of the above exception, another exception occurred:

Traceback (most recent call last): File "/home/hhq/anaconda3/lib/python3.7/site-packages/tensorflow_core/python/training/saver.py", line 1300, in restore names_to_keys = object_graph_key_mapping(save_path) File "/home/hhq/anaconda3/lib/python3.7/site-packages/tensorflow_core/python/training/saver.py", line 1618, in object_graph_key_mapping object_graph_string = reader.get_tensor(trackable.OBJECT_GRAPH_PROTO_KEY) File "/home/hhq/anaconda3/lib/python3.7/site-packages/tensorflow_core/python/pywrap_tensorflow_internal.py", line 915, in get_tensor return CheckpointReader_GetTensor(self, compat.as_bytes(tensor_str)) tensorflow.python.framework.errors_impl.NotFoundError: Key _CHECKPOINTABLE_OBJECT_GRAPH not found in checkpoint

During handling of the above exception, another exception occurred:

Traceback (most recent call last): File "s3dg_feature_extract.py", line 97, in main() File "s3dg_feature_extract.py", line 66, in main '/home/hhq/Project/Text-Video-Retieval-Project/Features_extract/d3dhelper/' File "/home/hhq/anaconda3/lib/python3.7/site-packages/tensorflow_core/python/training/saver.py", line 1306, in restore err, "a Variable name or other graph key that is missing") tensorflow.python.framework.errors_impl.NotFoundError: Restoring from checkpoint failed. This is most likely due to a Variable name or other graph key that is missing from the checkpoint. Please ensure th at you have not altered the graph expected based on the checkpoint. Original error:

Key InceptionV1/Conv2d_1a_7x7/biases not found in checkpoint [[node save/RestoreV2 (defined at /home/hhq/anaconda3/lib/python3.7/site-packages/tensorflow_core/python/framework/ops.py:1748) ]]

Original stack trace for 'save/RestoreV2': File "s3dg_feature_extract.py", line 97, in main() File "s3dg_feature_extract.py", line 52, in main saver = tf.compat.v1.train.Saver() File "/home/hhq/anaconda3/lib/python3.7/site-packages/tensorflow_core/python/training/saver.py", line 828, in init self.build() File "/home/hhq/anaconda3/lib/python3.7/site-packages/tensorflow_core/python/training/saver.py", line 840, in build self._build(self._filename, build_save=True, build_restore=True) File "/home/hhq/anaconda3/lib/python3.7/site-packages/tensorflow_core/python/training/saver.py", line 878, in _build build_restore=build_restore) File "/home/hhq/anaconda3/lib/python3.7/site-packages/tensorflow_core/python/training/saver.py", line 508, in _build_internal restore_sequentially, reshape) File "/home/hhq/anaconda3/lib/python3.7/site-packages/tensorflow_core/python/training/saver.py", line 328, in _AddRestoreOps restore_sequentially) File "/home/hhq/anaconda3/lib/python3.7/site-packages/tensorflow_core/python/training/saver.py", line 575, in bulk_restore return io_ops.restore_v2(filename_tensor, names, slices, dtypes) File "/home/hhq/anaconda3/lib/python3.7/site-packages/tensorflow_core/python/ops/gen_io_ops.py", line 1696, in restore_v2 name=name) File "/home/hhq/anaconda3/lib/python3.7/site-packages/tensorflow_core/python/framework/op_def_library.py", line 794, in _apply_op_helper op_def=op_def) File "/home/hhq/anaconda3/lib/python3.7/site-packages/tensorflow_core/python/util/deprecation.py", line 507, in new_func return func(*args, **kwargs) File "/home/hhq/anaconda3/lib/python3.7/site-packages/tensorflow_core/python/framework/ops.py", line 3357, in create_op attrs, op_def, compute_device) File "/home/hhq/anaconda3/lib/python3.7/site-packages/tensorflow_core/python/framework/ops.py", line 3426, in _create_op_internal op_def=op_def) File "/home/hhq/anaconda3/lib/python3.7/site-packages/tensorflow_core/python/framework/ops.py", line 1748, in init self._traceback = tf_stack.extract_stack()

Looking forward to your answer thank you！

[lininglouis]

same error here

[satojkovic]

@Han-Huaqiao @lininglouis I was able to load the weights by using old s3dg.py. I hope you will find it helpful.