Not found: Key tower/fully_connected/biases not found in checkpoint

[estathop]

I downloaded your pretrained model and tried to evaluate it with 10 videos from the training sample, but as I press this command, an error follows. And I can't find why this is happening. Everything else is installed normally

python eval.py --eval_data_pattern=/home/estathop/features/train*.tfrecord --train_dir=/home/estathop/Documents/pretrained/public/ --run_once=True
/home/estathop/tensorflow/local/lib/python2.7/site-packages/h5py/init.py:36: FutureWarning: Conversion of the second argument of issubdtype from float to np.floating is deprecated. In future, it will be treated as np.float64 == np.dtype(float).type.
from ._conv import register_converters as _register_converters
tensorflow version: 1.9.0-dev20180502
INFO:tensorflow:Using batch size of 1024 for evaluation.
INFO:tensorflow:number of evaluation files: 43
INFO:tensorflow:built evaluation graph
2018-05-04 15:33:19.482097: I tensorflow/core/platform/cpu_feature_guard.cc:141] Your CPU supports instructions that this TensorFlow binary was not compiled to use: AVX2 FMA
2018-05-04 15:33:19.573605: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:897] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero
2018-05-04 15:33:19.573963: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1349] Found device 0 with properties:
name: GeForce GTX 1070 major: 6 minor: 1 memoryClockRate(GHz): 1.7845
pciBusID: 0000:01:00.0
totalMemory: 7.93GiB freeMemory: 7.20GiB
2018-05-04 15:33:19.573978: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1428] Adding visible gpu devices: 0
2018-05-04 15:33:19.760748: I tensorflow/core/common_runtime/gpu/gpu_device.cc:916] Device interconnect StreamExecutor with strength 1 edge matrix:
2018-05-04 15:33:19.760790: I tensorflow/core/common_runtime/gpu/gpu_device.cc:922] 0
2018-05-04 15:33:19.760795: I tensorflow/core/common_runtime/gpu/gpu_device.cc:935] 0: N
2018-05-04 15:33:19.760999: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1046] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 6955 MB memory) -> physical GPU (device: 0, name: GeForce GTX 1070, pci bus id: 0000:01:00.0, compute capability: 6.1)
INFO:tensorflow:Loading checkpoint for eval: /home/estathop/Documents/pretrained/public/model.ckpt-310001
INFO:tensorflow:Restoring parameters from /home/estathop/Documents/pretrained/public/model.ckpt-310001
2018-05-04 15:33:19.884136: W tensorflow/core/framework/op_kernel.cc:1290] CtxFailure at save_restore_v2_ops.cc:184: Not found: Key tower/fully_connected/biases not found in checkpoint
Traceback (most recent call last):
File "eval.py", line 332, in
app.run()
File "/home/estathop/tensorflow/local/lib/python2.7/site-packages/tensorflow/python/platform/app.py", line 125, in run
_sys.exit(main(argv))
File "eval.py", line 328, in main
evaluate()
File "eval.py", line 320, in evaluate
last_global_step_val)
File "eval.py", line 197, in evaluation_loop
saver.restore(sess, latest_checkpoint)
File "/home/estathop/tensorflow/local/lib/python2.7/site-packages/tensorflow/python/training/saver.py", line 1746, in restore
six.reraise(exception_type, exception_value, exception_traceback)
File "/home/estathop/tensorflow/local/lib/python2.7/site-packages/tensorflow/python/training/saver.py", line 1734, in restore
{self.saver_def.filename_tensor_name: save_path})
File "/home/estathop/tensorflow/local/lib/python2.7/site-packages/tensorflow/python/client/session.py", line 900, in run
run_metadata_ptr)
File "/home/estathop/tensorflow/local/lib/python2.7/site-packages/tensorflow/python/client/session.py", line 1135, in _run
feed_dict_tensor, options, run_metadata)
File "/home/estathop/tensorflow/local/lib/python2.7/site-packages/tensorflow/python/client/session.py", line 1316, in _do_run
run_metadata)
File "/home/estathop/tensorflow/local/lib/python2.7/site-packages/tensorflow/python/client/session.py", line 1335, in _do_call
raise type(e)(node_def, op, message)
tensorflow.python.framework.errors_impl.NotFoundError: Key tower/fully_connected/biases not found in checkpoint
[[Node: save/RestoreV2 = RestoreV2[dtypes=[DT_INT32, DT_FLOAT, DT_FLOAT], _device="/job:localhost/replica:0/task:0/device:CPU:0"](_arg_save/Const_0_0, save/RestoreV2/tensor_names, save/RestoreV2/shape_and_slices)]]

Caused by op u'save/RestoreV2', defined at:
File "eval.py", line 332, in
app.run()
File "/home/estathop/tensorflow/local/lib/python2.7/site-packages/tensorflow/python/platform/app.py", line 125, in run
_sys.exit(main(argv))
File "eval.py", line 328, in main
evaluate()
File "eval.py", line 309, in evaluate
saver = tf.train.Saver(tf.global_variables())
File "/home/estathop/tensorflow/local/lib/python2.7/site-packages/tensorflow/python/training/saver.py", line 1266, in init
self.build()
File "/home/estathop/tensorflow/local/lib/python2.7/site-packages/tensorflow/python/training/saver.py", line 1278, in build
self._build(self._filename, build_save=True, build_restore=True)
File "/home/estathop/tensorflow/local/lib/python2.7/site-packages/tensorflow/python/training/saver.py", line 1315, in _build
build_save=build_save, build_restore=build_restore)
File "/home/estathop/tensorflow/local/lib/python2.7/site-packages/tensorflow/python/training/saver.py", line 763, in _build_internal
restore_sequentially, reshape)
File "/home/estathop/tensorflow/local/lib/python2.7/site-packages/tensorflow/python/training/saver.py", line 400, in _AddRestoreOps
restore_sequentially)
File "/home/estathop/tensorflow/local/lib/python2.7/site-packages/tensorflow/python/training/saver.py", line 814, in bulk_restore
return io_ops.restore_v2(filename_tensor, names, slices, dtypes)
File "/home/estathop/tensorflow/local/lib/python2.7/site-packages/tensorflow/python/ops/gen_io_ops.py", line 1463, in restore_v2
shape_and_slices=shape_and_slices, dtypes=dtypes, name=name)
File "/home/estathop/tensorflow/local/lib/python2.7/site-packages/tensorflow/python/framework/op_def_library.py", line 787, in _apply_op_helper
op_def=op_def)
File "/home/estathop/tensorflow/local/lib/python2.7/site-packages/tensorflow/python/framework/ops.py", line 3408, in create_op
op_def=op_def)
File "/home/estathop/tensorflow/local/lib/python2.7/site-packages/tensorflow/python/framework/ops.py", line 1734, in init
self._traceback = self._graph._extract_stack() # pylint: disable=protected-access

NotFoundError (see above for traceback): Key tower/fully_connected/biases not found in checkpoint
[[Node: save/RestoreV2 = RestoreV2[dtypes=[DT_INT32, DT_FLOAT, DT_FLOAT], _device="/job:localhost/replica:0/task:0/device:CPU:0"](_arg_save/Const_0_0, save/RestoreV2/tensor_names, save/RestoreV2/shape_and_slices)]]

[SunnyThakur2000]

I am also facing the same issue.
Are You using Windows or Linux?

[estathop]

I am using Ubuntu 16.04 LTS but I traced the problem to be that I tried to evaluate and inference tfrecords of different level features than the model. I wanted video level features and this is an image level feature model