training error #75
Description
thank you for sharing your code i have an error while trying to train using colab notebook can you help me please?
the error is
img_in, img_gt (16, 256, 256, 3) (16, 256, 256, 3)
g_net/enc1_1/weights:0
g_net/enc1_1/biases:0
g_net/enc1_2/conv1/weights:0
g_net/enc1_2/conv1/biases:0
g_net/enc1_2/conv2/weights:0
g_net/enc1_2/conv2/biases:0
g_net/enc1_3/conv1/weights:0
g_net/enc1_3/conv1/biases:0
g_net/enc1_3/conv2/weights:0
g_net/enc1_3/conv2/biases:0
g_net/enc1_4/conv1/weights:0
g_net/enc1_4/conv1/biases:0
g_net/enc1_4/conv2/weights:0
g_net/enc1_4/conv2/biases:0
g_net/enc2_1/weights:0
g_net/enc2_1/biases:0
g_net/enc2_2/conv1/weights:0
g_net/enc2_2/conv1/biases:0
g_net/enc2_2/conv2/weights:0
g_net/enc2_2/conv2/biases:0
g_net/enc2_3/conv1/weights:0
g_net/enc2_3/conv1/biases:0
g_net/enc2_3/conv2/weights:0
g_net/enc2_3/conv2/biases:0
g_net/enc2_4/conv1/weights:0
g_net/enc2_4/conv1/biases:0
g_net/enc2_4/conv2/weights:0
g_net/enc2_4/conv2/biases:0
g_net/enc3_1/weights:0
g_net/enc3_1/biases:0
g_net/enc3_2/conv1/weights:0
g_net/enc3_2/conv1/biases:0
g_net/enc3_2/conv2/weights:0
g_net/enc3_2/conv2/biases:0
g_net/enc3_3/conv1/weights:0
g_net/enc3_3/conv1/biases:0
g_net/enc3_3/conv2/weights:0
g_net/enc3_3/conv2/biases:0
g_net/enc3_4/conv1/weights:0
g_net/enc3_4/conv1/biases:0
g_net/enc3_4/conv2/weights:0
g_net/enc3_4/conv2/biases:0
g_net/dec3_3/conv1/weights:0
g_net/dec3_3/conv1/biases:0
g_net/dec3_3/conv2/weights:0
g_net/dec3_3/conv2/biases:0
g_net/dec3_2/conv1/weights:0
g_net/dec3_2/conv1/biases:0
g_net/dec3_2/conv2/weights:0
g_net/dec3_2/conv2/biases:0
g_net/dec3_1/conv1/weights:0
g_net/dec3_1/conv1/biases:0
g_net/dec3_1/conv2/weights:0
g_net/dec3_1/conv2/biases:0
g_net/dec2_4/weights:0
g_net/dec2_4/biases:0
g_net/dec2_3/conv1/weights:0
g_net/dec2_3/conv1/biases:0
g_net/dec2_3/conv2/weights:0
g_net/dec2_3/conv2/biases:0
g_net/dec2_2/conv1/weights:0
g_net/dec2_2/conv1/biases:0
g_net/dec2_2/conv2/weights:0
g_net/dec2_2/conv2/biases:0
g_net/dec2_1/conv1/weights:0
g_net/dec2_1/conv1/biases:0
g_net/dec2_1/conv2/weights:0
g_net/dec2_1/conv2/biases:0
g_net/dec1_4/weights:0
g_net/dec1_4/biases:0
g_net/dec1_3/conv1/weights:0
g_net/dec1_3/conv1/biases:0
g_net/dec1_3/conv2/weights:0
g_net/dec1_3/conv2/biases:0
g_net/dec1_2/conv1/weights:0
g_net/dec1_2/conv1/biases:0
g_net/dec1_2/conv2/weights:0
g_net/dec1_2/conv2/biases:0
g_net/dec1_1/conv1/weights:0
g_net/dec1_1/conv1/biases:0
g_net/dec1_1/conv2/weights:0
g_net/dec1_1/conv2/biases:0
g_net/dec1_0/weights:0
g_net/dec1_0/biases:0
WARNING:tensorflow:From /content/drive/MyDrive/SRN-Deblur-master/SRN-Deblur-master/models/model.py:186: The name tf.train.polynomial_decay is deprecated. Please use tf.compat.v1.train.polynomial_decay instead.
W0425 15:44:09.251477 140246619756416 module_wrapper.py:139] From /content/drive/MyDrive/SRN-Deblur-master/SRN-Deblur-master/models/model.py:186: The name tf.train.polynomial_decay is deprecated. Please use tf.compat.v1.train.polynomial_decay instead.
WARNING:tensorflow:From /content/drive/MyDrive/SRN-Deblur-master/SRN-Deblur-master/models/model.py:166: The name tf.train.AdamOptimizer is deprecated. Please use tf.compat.v1.train.AdamOptimizer instead.
W0425 15:44:09.300398 140246619756416 module_wrapper.py:139] From /content/drive/MyDrive/SRN-Deblur-master/SRN-Deblur-master/models/model.py:166: The name tf.train.AdamOptimizer is deprecated. Please use tf.compat.v1.train.AdamOptimizer instead.
WARNING:tensorflow:From /tensorflow-1.15.2/python3.7/tensorflow_core/python/ops/math_grad.py:1375: where (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version.
Instructions for updating:
Use tf.where in 2.0, which has the same broadcast rule as np.where
W0425 15:44:09.349227 140246619756416 deprecation.py:323] From /tensorflow-1.15.2/python3.7/tensorflow_core/python/ops/math_grad.py:1375: where (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version.
Instructions for updating:
Use tf.where in 2.0, which has the same broadcast rule as np.where
WARNING:tensorflow:From /content/drive/MyDrive/SRN-Deblur-master/SRN-Deblur-master/models/model.py:194: The name tf.GPUOptions is deprecated. Please use tf.compat.v1.GPUOptions instead.
W0425 15:44:11.574285 140246619756416 module_wrapper.py:139] From /content/drive/MyDrive/SRN-Deblur-master/SRN-Deblur-master/models/model.py:194: The name tf.GPUOptions is deprecated. Please use tf.compat.v1.GPUOptions instead.
WARNING:tensorflow:From /content/drive/MyDrive/SRN-Deblur-master/SRN-Deblur-master/models/model.py:195: The name tf.Session is deprecated. Please use tf.compat.v1.Session instead.
W0425 15:44:11.582236 140246619756416 module_wrapper.py:139] From /content/drive/MyDrive/SRN-Deblur-master/SRN-Deblur-master/models/model.py:195: The name tf.Session is deprecated. Please use tf.compat.v1.Session instead.
WARNING:tensorflow:From /content/drive/MyDrive/SRN-Deblur-master/SRN-Deblur-master/models/model.py:195: The name tf.ConfigProto is deprecated. Please use tf.compat.v1.ConfigProto instead.
W0425 15:44:11.587347 140246619756416 module_wrapper.py:139] From /content/drive/MyDrive/SRN-Deblur-master/SRN-Deblur-master/models/model.py:195: The name tf.ConfigProto is deprecated. Please use tf.compat.v1.ConfigProto instead.
WARNING:tensorflow:From /content/drive/MyDrive/SRN-Deblur-master/SRN-Deblur-master/models/model.py:197: The name tf.global_variables_initializer is deprecated. Please use tf.compat.v1.global_variables_initializer instead.
W0425 15:44:11.618686 140246619756416 module_wrapper.py:139] From /content/drive/MyDrive/SRN-Deblur-master/SRN-Deblur-master/models/model.py:197: The name tf.global_variables_initializer is deprecated. Please use tf.compat.v1.global_variables_initializer instead.
WARNING:tensorflow:From /content/drive/MyDrive/SRN-Deblur-master/SRN-Deblur-master/models/model.py:198: The name tf.train.Saver is deprecated. Please use tf.compat.v1.train.Saver instead.
W0425 15:44:12.318228 140246619756416 module_wrapper.py:139] From /content/drive/MyDrive/SRN-Deblur-master/SRN-Deblur-master/models/model.py:198: The name tf.train.Saver is deprecated. Please use tf.compat.v1.train.Saver instead.
WARNING:tensorflow:From /content/drive/MyDrive/SRN-Deblur-master/SRN-Deblur-master/models/model.py:200: start_queue_runners (from tensorflow.python.training.queue_runner_impl) is deprecated and will be removed in a future version.
Instructions for updating:
To construct input pipelines, use the tf.data module.
W0425 15:44:12.557217 140246619756416 deprecation.py:323] From /content/drive/MyDrive/SRN-Deblur-master/SRN-Deblur-master/models/model.py:200: start_queue_runners (from tensorflow.python.training.queue_runner_impl) is deprecated and will be removed in a future version.
Instructions for updating:
To construct input pipelines, use the tf.data module.
WARNING:tensorflow:From /content/drive/MyDrive/SRN-Deblur-master/SRN-Deblur-master/models/model.py:203: The name tf.summary.merge_all is deprecated. Please use tf.compat.v1.summary.merge_all instead.
W0425 15:44:12.568301 140246619756416 module_wrapper.py:139] From /content/drive/MyDrive/SRN-Deblur-master/SRN-Deblur-master/models/model.py:203: The name tf.summary.merge_all is deprecated. Please use tf.compat.v1.summary.merge_all instead.
WARNING:tensorflow:From /content/drive/MyDrive/SRN-Deblur-master/SRN-Deblur-master/models/model.py:204: The name tf.summary.FileWriter is deprecated. Please use tf.compat.v1.summary.FileWriter instead.
W0425 15:44:12.662126 140246619756416 module_wrapper.py:139] From /content/drive/MyDrive/SRN-Deblur-master/SRN-Deblur-master/models/model.py:204: The name tf.summary.FileWriter is deprecated. Please use tf.compat.v1.summary.FileWriter instead.
INFO:tensorflow:Error reported to Coordinator: <class 'tensorflow.python.framework.errors_impl.NotFoundError'>, ./training_set/GOPR0374_11_02/blur/000640.png; No such file or directory
[[{{node input/ReadFile}}]]
I0425 15:44:13.161757 140244503877376 coordinator.py:224] Error reported to Coordinator: <class 'tensorflow.python.framework.errors_impl.NotFoundError'>, ./training_set/GOPR0374_11_02/blur/000640.png; No such file or directory
[[{{node input/ReadFile}}]]
OutOfRangeError Traceback (most recent call last)
/tensorflow-1.15.2/python3.7/tensorflow_core/python/client/session.py in _do_call(self, fn, *args)
1364 try:
-> 1365 return fn(*args)
1366 except errors.OpError as e:
11 frames
/tensorflow-1.15.2/python3.7/tensorflow_core/python/client/session.py in _run_fn(feed_dict, fetch_list, target_list, options, run_metadata)
1349 return self._call_tf_sessionrun(options, feed_dict, fetch_list,
-> 1350 target_list, run_metadata)
1351
/tensorflow-1.15.2/python3.7/tensorflow_core/python/client/session.py in _call_tf_sessionrun(self, options, feed_dict, fetch_list, target_list, run_metadata)
1442 fetch_list, target_list,
-> 1443 run_metadata)
1444
OutOfRangeError: FIFOQueue '_0_input/batch/fifo_queue' is closed and has insufficient elements (requested 16, current size 0)
[[{{node input/batch}}]]
During handling of the above exception, another exception occurred:
OutOfRangeError Traceback (most recent call last)
/content/drive/MyDrive/SRN-Deblur-master/SRN-Deblur-master/run_model.py in ()
48
49 if name == 'main':
---> 50 tf.app.run()
/tensorflow-1.15.2/python3.7/tensorflow_core/python/platform/app.py in run(main, argv)
38 main = main or _sys.modules['main'].main
39
---> 40 _run(main=main, argv=argv, flags_parser=_parse_flags_tolerate_undef)
/usr/local/lib/python3.7/dist-packages/absl/app.py in run(main, argv, flags_parser)
310 callback()
311 try:
--> 312 _run_main(main, args)
313 except UsageError as error:
314 usage(shorthelp=True, detailed_error=error, exitcode=error.exitcode)
/usr/local/lib/python3.7/dist-packages/absl/app.py in _run_main(main, argv)
256 sys.exit(retval)
257 else:
--> 258 sys.exit(main(argv))
259
260
/content/drive/MyDrive/SRN-Deblur-master/SRN-Deblur-master/run_model.py in main(_)
42 deblur.test(args.height, args.width, args.input_path, args.output_path)
43 elif args.phase == 'train':
---> 44 deblur.train()
45 else:
46 print('phase should be set to either test or train')
/content/drive/MyDrive/SRN-Deblur-master/SRN-Deblur-master/models/model.py in train(self)
209
210 # update G network
--> 211 _, loss_total_val = sess.run([train_gnet, self.loss_total])
212
213 duration = time.time() - start_time
/tensorflow-1.15.2/python3.7/tensorflow_core/python/client/session.py in run(self, fetches, feed_dict, options, run_metadata)
954 try:
955 result = self._run(None, fetches, feed_dict, options_ptr,
--> 956 run_metadata_ptr)
957 if run_metadata:
958 proto_data = tf_session.TF_GetBuffer(run_metadata_ptr)
/tensorflow-1.15.2/python3.7/tensorflow_core/python/client/session.py in _run(self, handle, fetches, feed_dict, options, run_metadata)
1178 if final_fetches or final_targets or (handle and feed_dict_tensor):
1179 results = self._do_run(handle, final_targets, final_fetches,
-> 1180 feed_dict_tensor, options, run_metadata)
1181 else:
1182 results = []
/tensorflow-1.15.2/python3.7/tensorflow_core/python/client/session.py in _do_run(self, handle, target_list, fetch_list, feed_dict, options, run_metadata)
1357 if handle is None:
1358 return self._do_call(_run_fn, feeds, fetches, targets, options,
-> 1359 run_metadata)
1360 else:
1361 return self._do_call(_prun_fn, handle, feeds, fetches)
/tensorflow-1.15.2/python3.7/tensorflow_core/python/client/session.py in _do_call(self, fn, *args)
1382 '\nsession_config.graph_options.rewrite_options.'
1383 'disable_meta_optimizer = True')
-> 1384 raise type(e)(node_def, op, message)
1385
1386 def _extend_graph(self):
OutOfRangeError: FIFOQueue '_0_input/batch/fifo_queue' is closed and has insufficient elements (requested 16, current size 0)
[[node input/batch (defined at /tensorflow-1.15.2/python3.7/tensorflow_core/python/framework/ops.py:1748) ]]
Original stack trace for 'input/batch':
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 "/usr/local/lib/python3.7/dist-packages/ipykernel_launcher.py", line 16, in
app.launch_new_instance()
File "/usr/local/lib/python3.7/dist-packages/traitlets/config/application.py", line 846, in launch_instance
app.start()
File "/usr/local/lib/python3.7/dist-packages/ipykernel/kernelapp.py", line 499, in start
self.io_loop.start()
File "/usr/local/lib/python3.7/dist-packages/tornado/platform/asyncio.py", line 132, in start
self.asyncio_loop.run_forever()
File "/usr/lib/python3.7/asyncio/base_events.py", line 541, in run_forever
self._run_once()
File "/usr/lib/python3.7/asyncio/base_events.py", line 1786, in _run_once
handle._run()
File "/usr/lib/python3.7/asyncio/events.py", line 88, in _run
self._context.run(self._callback, *self._args)
File "/usr/local/lib/python3.7/dist-packages/tornado/platform/asyncio.py", line 122, in _handle_events
handler_func(fileobj, events)
File "/usr/local/lib/python3.7/dist-packages/tornado/stack_context.py", line 300, in null_wrapper
return fn(*args, **kwargs)
File "/usr/local/lib/python3.7/dist-packages/zmq/eventloop/zmqstream.py", line 452, in _handle_events
self._handle_recv()
File "/usr/local/lib/python3.7/dist-packages/zmq/eventloop/zmqstream.py", line 481, in _handle_recv
self._run_callback(callback, msg)
File "/usr/local/lib/python3.7/dist-packages/zmq/eventloop/zmqstream.py", line 431, in _run_callback
callback(*args, **kwargs)
File "/usr/local/lib/python3.7/dist-packages/tornado/stack_context.py", line 300, in null_wrapper
return fn(*args, **kwargs)
File "/usr/local/lib/python3.7/dist-packages/ipykernel/kernelbase.py", line 283, in dispatcher
return self.dispatch_shell(stream, msg)
File "/usr/local/lib/python3.7/dist-packages/ipykernel/kernelbase.py", line 233, in dispatch_shell
handler(stream, idents, msg)
File "/usr/local/lib/python3.7/dist-packages/ipykernel/kernelbase.py", line 399, in execute_request
user_expressions, allow_stdin)
File "/usr/local/lib/python3.7/dist-packages/ipykernel/ipkernel.py", line 208, in do_execute
res = shell.run_cell(code, store_history=store_history, silent=silent)
File "/usr/local/lib/python3.7/dist-packages/ipykernel/zmqshell.py", line 537, in run_cell
return super(ZMQInteractiveShell, self).run_cell(*args, **kwargs)
File "/usr/local/lib/python3.7/dist-packages/IPython/core/interactiveshell.py", line 2718, in run_cell
interactivity=interactivity, compiler=compiler, result=result)
File "/usr/local/lib/python3.7/dist-packages/IPython/core/interactiveshell.py", line 2828, in run_ast_nodes
if self.run_code(code, result):
File "/usr/local/lib/python3.7/dist-packages/IPython/core/interactiveshell.py", line 2882, in run_code
exec(code_obj, self.user_global_ns, self.user_ns)
File "", line 1, in
get_ipython().magic('run run_model.py --phase=train --model=color --batch=16 --lr=1e-4 --epoch=400')
File "/usr/local/lib/python3.7/dist-packages/IPython/core/interactiveshell.py", line 2160, in magic
return self.run_line_magic(magic_name, magic_arg_s)
File "/usr/local/lib/python3.7/dist-packages/IPython/core/interactiveshell.py", line 2081, in run_line_magic
result = fn(*args,**kwargs)
File "", line 2, in run
File "/usr/local/lib/python3.7/dist-packages/IPython/core/magic.py", line 188, in
call = lambda f, *a, **k: f(*a, **k)
File "/usr/local/lib/python3.7/dist-packages/IPython/core/magics/execution.py", line 742, in run
run()
File "/usr/local/lib/python3.7/dist-packages/IPython/core/magics/execution.py", line 728, in run
exit_ignore=exit_ignore)
File "/usr/local/lib/python3.7/dist-packages/IPython/core/pylabtools.py", line 174, in mpl_execfile
safe_execfile(fname,*where,**kw)
File "/usr/local/lib/python3.7/dist-packages/IPython/core/interactiveshell.py", line 2483, in safe_execfile
self.compile if kw['shell_futures'] else None)
File "/usr/local/lib/python3.7/dist-packages/IPython/utils/py3compat.py", line 186, in execfile
exec(compiler(f.read(), fname, 'exec'), glob, loc)
File "/content/drive/MyDrive/SRN-Deblur-master/SRN-Deblur-master/run_model.py", line 50, in
tf.app.run()
File "/tensorflow-1.15.2/python3.7/tensorflow_core/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 312, in run
_run_main(main, args)
File "/usr/local/lib/python3.7/dist-packages/absl/app.py", line 258, in _run_main
sys.exit(main(argv))
File "/content/drive/MyDrive/SRN-Deblur-master/SRN-Deblur-master/run_model.py", line 44, in main
deblur.train()
File "/content/drive/MyDrive/SRN-Deblur-master/SRN-Deblur-master/models/model.py", line 183, in train
self.build_model()
File "/content/drive/MyDrive/SRN-Deblur-master/SRN-Deblur-master/models/model.py", line 134, in build_model
img_in, img_gt = self.input_producer(self.batch_size)
File "/content/drive/MyDrive/SRN-Deblur-master/SRN-Deblur-master/models/model.py", line 61, in input_producer
batch_in, batch_gt = tf.train.batch([image_in, image_gt], batch_size=batch_size, num_threads=8, capacity=20)
File "/tensorflow-1.15.2/python3.7/tensorflow_core/python/util/deprecation.py", line 324, in new_func
return func(*args, **kwargs)
File "/tensorflow-1.15.2/python3.7/tensorflow_core/python/training/input.py", line 1020, in batch
name=name)
File "/tensorflow-1.15.2/python3.7/tensorflow_core/python/training/input.py", line 789, in _batch
dequeued = queue.dequeue_many(batch_size, name=name)
File "/tensorflow-1.15.2/python3.7/tensorflow_core/python/ops/data_flow_ops.py", line 489, in dequeue_many
self._queue_ref, n=n, component_types=self._dtypes, name=name)
File "/tensorflow-1.15.2/python3.7/tensorflow_core/python/ops/gen_data_flow_ops.py", line 3862, in queue_dequeue_many_v2
timeout_ms=timeout_ms, name=name)
File "/tensorflow-1.15.2/python3.7/tensorflow_core/python/framework/op_def_library.py", line 794, in _apply_op_helper
op_def=op_def)
File "/tensorflow-1.15.2/python3.7/tensorflow_core/python/util/deprecation.py", line 507, in new_func
return func(*args, **kwargs)
File "/tensorflow-1.15.2/python3.7/tensorflow_core/python/framework/ops.py", line 3357, in create_op
attrs, op_def, compute_device)
File "/tensorflow-1.15.2/python3.7/tensorflow_core/python/framework/ops.py", line 3426, in _create_op_internal
op_def=op_def)
File "/tensorflow-1.15.2/python3.7/tensorflow_core/python/framework/ops.py", line 1748, in init
self._traceback = tf_stack.extract_stack()