I'm trying to generate videos on KTH dataset using the gan-only pretrained model.
I'm getting the below error
FailedPreconditionError (see above for traceback): Attempting to use uninitialized value generator/encoder/layer_3/InstanceNorm/beta [[node generator/encoder/layer_3/InstanceNorm/beta/read (defined at .../src/video_prediction/video_prediction/layers/normalization.py:129) ]]
I'm attaching the full stack trace below. Please let me know if you need any additional information.
2019-07-29 16:52:32.640421: I tensorflow/core/platform/cpu_feature_guard.cc:141] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX AVX2 FMA 2019-07-29 16:52:32.682136: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 4008000000 Hz 2019-07-29 16:52:32.682442: I tensorflow/compiler/xla/service/service.cc:150] XLA service 0x56082cde0ee0 executing computations on platform Host. Devices: 2019-07-29 16:52:32.682465: I tensorflow/compiler/xla/service/service.cc:158] StreamExecutor device (0): <undefined>, <undefined> 2019-07-29 16:52:32.682552: I tensorflow/core/common_runtime/process_util.cc:71] Creating new thread pool with default inter op setting: 2. Tune using inter_op_parallelism_threads for best performance. Traceback (most recent call last): File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/python/client/session.py", line 1334, in _do_call return fn(*args) File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/python/client/session.py", line 1319, in _run_fn options, feed_dict, fetch_list, target_list, run_metadata) File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/python/client/session.py", line 1407, in _call_tf_sessionrun run_metadata) tensorflow.python.framework.errors_impl.FailedPreconditionError: Attempting to use uninitialized value generator/encoder/layer_3/InstanceNorm/beta [[{{node generator/encoder/layer_3/InstanceNorm/beta/read}}]]
During handling of the above exception, another exception occurred:
Traceback (most recent call last): File ".../src/my_code/VideoPredictor.py", line 487, in <module> main() File ".../src/my_code/VideoPredictor.py", line 481, in main demo6() File ".../src/my_code/VideoPredictor.py", line 466, in demo6 future_length, frame_rate, num_futures) File ".../src/my_code/VideoPredictor.py", line 83, in predict_and_save_videos gen_images = sess.run(model.outputs['gen_images'], feed_dict=feed_dict) File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/python/client/session.py", line 929, in run run_metadata_ptr) File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/python/client/session.py", line 1152, in _run feed_dict_tensor, options, run_metadata) File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/python/client/session.py", line 1328, in _do_run run_metadata) File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/python/client/session.py", line 1348, in _do_call raise type(e)(node_def, op, message) tensorflow.python.framework.errors_impl.FailedPreconditionError: Attempting to use uninitialized value generator/encoder/layer_3/InstanceNorm/beta [[node generator/encoder/layer_3/InstanceNorm/beta/read (defined at .../src/video_prediction/video_prediction/layers/normalization.py:129) ]]
Caused by op 'generator/encoder/layer_3/InstanceNorm/beta/read', defined at: File ".../src/my_code/VideoPredictor.py", line 487, in <module> main() File ".../src/my_code/VideoPredictor.py", line 481, in main demo6() File ".../src/my_code/VideoPredictor.py", line 464, in demo6 model_hparams, batch_size, gpu_mem_frac) File ".../src/my_code/VideoPredictor.py", line 63, in restore_model model.build_graph(input_phs) File ".../src/video_prediction/video_prediction/models/base_model.py", line 478, in build_graph outputs_tuple, losses_tuple, loss_tuple, metrics_tuple = self.tower_fn(self.inputs) File ".../src/video_prediction/video_prediction/models/base_model.py", line 412, in tower_fn gen_outputs = self.generator_fn(inputs) File ".../src/video_prediction/video_prediction/models/savp_model.py", line 710, in generator_fn outputs_posterior = posterior_fn(inputs, hparams) File ".../src/video_prediction/video_prediction/models/savp_model.py", line 29, in posterior_fn image_pairs, nef=hparams.nef, n_layers=hparams.n_layers, norm_layer=hparams.norm_layer) File ".../src/video_prediction/video_prediction/utils/tf_utils.py", line 111, in fn flat_batch_r = flat_batch_fn(flat_batch_x, *args, **kwargs) File ".../src/video_prediction/video_prediction/models/networks.py", line 26, in encoder normalized = norm_layer(convolved) File ".../src/video_prediction/video_prediction/layers/normalization.py", line 129, in fused_instance_norm trainable=trainable) File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/contrib/framework/python/ops/arg_scope.py", line 182, in func_with_args return func(*args, **current_args) File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/contrib/framework/python/ops/variables.py", line 350, in model_variable aggregation=aggregation) File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/contrib/framework/python/ops/arg_scope.py", line 182, in func_with_args return func(*args, **current_args) File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/contrib/framework/python/ops/variables.py", line 277, in variable aggregation=aggregation) File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/python/ops/variable_scope.py", line 1479, in get_variable aggregation=aggregation) File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/python/ops/variable_scope.py", line 1220, in get_variable aggregation=aggregation) File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/python/ops/variable_scope.py", line 547, in get_variable aggregation=aggregation) File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/python/ops/variable_scope.py", line 499, in _true_getter aggregation=aggregation) File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/python/ops/variable_scope.py", line 911, in _get_single_variable aggregation=aggregation) File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/python/ops/variables.py", line 213, in __call__ return cls._variable_v1_call(*args, **kwargs) File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/python/ops/variables.py", line 176, in _variable_v1_call aggregation=aggregation) File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/python/ops/variables.py", line 155, in <lambda> previous_getter = lambda **kwargs: default_variable_creator(None, **kwargs) File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/python/ops/variable_scope.py", line 2495, in default_variable_creator expected_shape=expected_shape, import_scope=import_scope) File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/python/ops/variables.py", line 217, in __call__ return super(VariableMetaclass, cls).__call__(*args, **kwargs) File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/python/ops/variables.py", line 1395, in __init__ constraint=constraint) File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/python/ops/variables.py", line 1557, in _init_from_args self._snapshot = array_ops.identity(self._variable, name="read") File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/python/util/dispatch.py", line 180, in wrapper return target(*args, **kwargs) File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/python/ops/array_ops.py", line 81, in identity ret = gen_array_ops.identity(input, name=name) File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/python/ops/gen_array_ops.py", line 3890, in identity "Identity", input=input, name=name) File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/python/framework/op_def_library.py", line 788, in _apply_op_helper op_def=op_def) File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/python/util/deprecation.py", line 507, in new_func return func(*args, **kwargs) File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/python/framework/ops.py", line 3300, in create_op op_def=op_def) File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/python/framework/ops.py", line 1801, in __init__ self._traceback = tf_stack.extract_stack()
FailedPreconditionError (see above for traceback): Attempting to use uninitialized value generator/encoder/layer_3/InstanceNorm/beta [[node generator/encoder/layer_3/InstanceNorm/beta/read (defined at .../src/video_prediction/video_prediction/layers/normalization.py:129) ]]
I'm trying to generate videos on KTH dataset using the gan-only pretrained model. I'm getting the below error
FailedPreconditionError (see above for traceback): Attempting to use uninitialized value generator/encoder/layer_3/InstanceNorm/beta [[node generator/encoder/layer_3/InstanceNorm/beta/read (defined at .../src/video_prediction/video_prediction/layers/normalization.py:129) ]]I'm attaching the full stack trace below. Please let me know if you need any additional information.
2019-07-29 16:52:32.640421: I tensorflow/core/platform/cpu_feature_guard.cc:141] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX AVX2 FMA 2019-07-29 16:52:32.682136: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 4008000000 Hz 2019-07-29 16:52:32.682442: I tensorflow/compiler/xla/service/service.cc:150] XLA service 0x56082cde0ee0 executing computations on platform Host. Devices: 2019-07-29 16:52:32.682465: I tensorflow/compiler/xla/service/service.cc:158] StreamExecutor device (0): <undefined>, <undefined> 2019-07-29 16:52:32.682552: I tensorflow/core/common_runtime/process_util.cc:71] Creating new thread pool with default inter op setting: 2. Tune using inter_op_parallelism_threads for best performance. Traceback (most recent call last): File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/python/client/session.py", line 1334, in _do_call return fn(*args) File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/python/client/session.py", line 1319, in _run_fn options, feed_dict, fetch_list, target_list, run_metadata) File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/python/client/session.py", line 1407, in _call_tf_sessionrun run_metadata) tensorflow.python.framework.errors_impl.FailedPreconditionError: Attempting to use uninitialized value generator/encoder/layer_3/InstanceNorm/beta [[{{node generator/encoder/layer_3/InstanceNorm/beta/read}}]]During handling of the above exception, another exception occurred:Traceback (most recent call last): File ".../src/my_code/VideoPredictor.py", line 487, in <module> main() File ".../src/my_code/VideoPredictor.py", line 481, in main demo6() File ".../src/my_code/VideoPredictor.py", line 466, in demo6 future_length, frame_rate, num_futures) File ".../src/my_code/VideoPredictor.py", line 83, in predict_and_save_videos gen_images = sess.run(model.outputs['gen_images'], feed_dict=feed_dict) File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/python/client/session.py", line 929, in run run_metadata_ptr) File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/python/client/session.py", line 1152, in _run feed_dict_tensor, options, run_metadata) File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/python/client/session.py", line 1328, in _do_run run_metadata) File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/python/client/session.py", line 1348, in _do_call raise type(e)(node_def, op, message) tensorflow.python.framework.errors_impl.FailedPreconditionError: Attempting to use uninitialized value generator/encoder/layer_3/InstanceNorm/beta [[node generator/encoder/layer_3/InstanceNorm/beta/read (defined at .../src/video_prediction/video_prediction/layers/normalization.py:129) ]]Caused by op 'generator/encoder/layer_3/InstanceNorm/beta/read', defined at: File ".../src/my_code/VideoPredictor.py", line 487, in <module> main() File ".../src/my_code/VideoPredictor.py", line 481, in main demo6() File ".../src/my_code/VideoPredictor.py", line 464, in demo6 model_hparams, batch_size, gpu_mem_frac) File ".../src/my_code/VideoPredictor.py", line 63, in restore_model model.build_graph(input_phs) File ".../src/video_prediction/video_prediction/models/base_model.py", line 478, in build_graph outputs_tuple, losses_tuple, loss_tuple, metrics_tuple = self.tower_fn(self.inputs) File ".../src/video_prediction/video_prediction/models/base_model.py", line 412, in tower_fn gen_outputs = self.generator_fn(inputs) File ".../src/video_prediction/video_prediction/models/savp_model.py", line 710, in generator_fn outputs_posterior = posterior_fn(inputs, hparams) File ".../src/video_prediction/video_prediction/models/savp_model.py", line 29, in posterior_fn image_pairs, nef=hparams.nef, n_layers=hparams.n_layers, norm_layer=hparams.norm_layer) File ".../src/video_prediction/video_prediction/utils/tf_utils.py", line 111, in fn flat_batch_r = flat_batch_fn(flat_batch_x, *args, **kwargs) File ".../src/video_prediction/video_prediction/models/networks.py", line 26, in encoder normalized = norm_layer(convolved) File ".../src/video_prediction/video_prediction/layers/normalization.py", line 129, in fused_instance_norm trainable=trainable) File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/contrib/framework/python/ops/arg_scope.py", line 182, in func_with_args return func(*args, **current_args) File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/contrib/framework/python/ops/variables.py", line 350, in model_variable aggregation=aggregation) File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/contrib/framework/python/ops/arg_scope.py", line 182, in func_with_args return func(*args, **current_args) File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/contrib/framework/python/ops/variables.py", line 277, in variable aggregation=aggregation) File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/python/ops/variable_scope.py", line 1479, in get_variable aggregation=aggregation) File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/python/ops/variable_scope.py", line 1220, in get_variable aggregation=aggregation) File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/python/ops/variable_scope.py", line 547, in get_variable aggregation=aggregation) File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/python/ops/variable_scope.py", line 499, in _true_getter aggregation=aggregation) File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/python/ops/variable_scope.py", line 911, in _get_single_variable aggregation=aggregation) File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/python/ops/variables.py", line 213, in __call__ return cls._variable_v1_call(*args, **kwargs) File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/python/ops/variables.py", line 176, in _variable_v1_call aggregation=aggregation) File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/python/ops/variables.py", line 155, in <lambda> previous_getter = lambda **kwargs: default_variable_creator(None, **kwargs) File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/python/ops/variable_scope.py", line 2495, in default_variable_creator expected_shape=expected_shape, import_scope=import_scope) File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/python/ops/variables.py", line 217, in __call__ return super(VariableMetaclass, cls).__call__(*args, **kwargs) File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/python/ops/variables.py", line 1395, in __init__ constraint=constraint) File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/python/ops/variables.py", line 1557, in _init_from_args self._snapshot = array_ops.identity(self._variable, name="read") File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/python/util/dispatch.py", line 180, in wrapper return target(*args, **kwargs) File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/python/ops/array_ops.py", line 81, in identity ret = gen_array_ops.identity(input, name=name) File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/python/ops/gen_array_ops.py", line 3890, in identity "Identity", input=input, name=name) File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/python/framework/op_def_library.py", line 788, in _apply_op_helper op_def=op_def) File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/python/util/deprecation.py", line 507, in new_func return func(*args, **kwargs) File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/python/framework/ops.py", line 3300, in create_op op_def=op_def) File ".../SoftwareFiles/Anaconda/anaconda3/envs/savp/lib/python3.7/site-packages/tensorflow/python/framework/ops.py", line 1801, in __init__ self._traceback = tf_stack.extract_stack()FailedPreconditionError (see above for traceback): Attempting to use uninitialized value generator/encoder/layer_3/InstanceNorm/beta [[node generator/encoder/layer_3/InstanceNorm/beta/read (defined at .../src/video_prediction/video_prediction/layers/normalization.py:129) ]]