/home/wgb/anaconda3/envs/mytf/bin/python /home/wgb/Documents/SSD/SSD801_sessionrun/train_one_hate.py
WARNING: The TensorFlow contrib module will not be included in TensorFlow 2.0.
For more information, please see:
* https://github.com/tensorflow/community/blob/master/rfcs/20180907-contrib-sunset.md
* https://github.com/tensorflow/addons
If you depend on functionality not listed there, please file an issue.
/home/wgb/Documents/SSD/SSD801_sessionrun
tensorflow version: 1.13.1
WARNING:tensorflow:From /home/wgb/anaconda3/envs/mytf/lib/python3.7/site-packages/tensorflow/contrib/slim/python/slim/data/parallel_reader.py:242: string_input_producer (from tensorflow.python.training.input) is deprecated and will be removed in a future version.
Instructions for updating:
Queue-based input pipelines have been replaced by `tf.data`. Use `tf.data.Dataset.from_tensor_slices(string_tensor).shuffle(tf.shape(input_tensor, out_type=tf.int64)[0]).repeat(num_epochs)`. If `shuffle=False`, omit the `.shuffle(...)`.
WARNING:tensorflow:From /home/wgb/anaconda3/envs/mytf/lib/python3.7/site-packages/tensorflow/python/training/input.py:278: input_producer (from tensorflow.python.training.input) is deprecated and will be removed in a future version.
Instructions for updating:
Queue-based input pipelines have been replaced by `tf.data`. Use `tf.data.Dataset.from_tensor_slices(input_tensor).shuffle(tf.shape(input_tensor, out_type=tf.int64)[0]).repeat(num_epochs)`. If `shuffle=False`, omit the `.shuffle(...)`.
WARNING:tensorflow:From /home/wgb/anaconda3/envs/mytf/lib/python3.7/site-packages/tensorflow/python/training/input.py:190: limit_epochs (from tensorflow.python.training.input) is deprecated and will be removed in a future version.
Instructions for updating:
Queue-based input pipelines have been replaced by `tf.data`. Use `tf.data.Dataset.from_tensors(tensor).repeat(num_epochs)`.
WARNING:tensorflow:From /home/wgb/anaconda3/envs/mytf/lib/python3.7/site-packages/tensorflow/python/training/input.py:199: QueueRunner.__init__ (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 /home/wgb/anaconda3/envs/mytf/lib/python3.7/site-packages/tensorflow/python/training/input.py:199: add_queue_runner (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 /home/wgb/anaconda3/envs/mytf/lib/python3.7/site-packages/tensorflow/python/training/input.py:202: to_float (from tensorflow.python.ops.math_ops) is deprecated and will be removed in a future version.
Instructions for updating:
Use tf.cast instead.
WARNING:tensorflow:From /home/wgb/anaconda3/envs/mytf/lib/python3.7/site-packages/tensorflow/contrib/slim/python/slim/data/parallel_reader.py:94: TFRecordReader.__init__ (from tensorflow.python.ops.io_ops) is deprecated and will be removed in a future version.
Instructions for updating:
Queue-based input pipelines have been replaced by `tf.data`. Use `tf.data.TFRecordDataset`.
WARNING:tensorflow:From /home/wgb/anaconda3/envs/mytf/lib/python3.7/site-packages/tensorflow/python/ops/control_flow_ops.py:3632: colocate_with (from tensorflow.python.framework.ops) is deprecated and will be removed in a future version.
Instructions for updating:
Colocations handled automatically by placer.
WARNING:tensorflow:From /home/wgb/Documents/SSD/SSD801_sessionrun/preprocessing/ssd_preprocessing.py:276: to_int32 (from tensorflow.python.ops.math_ops) is deprecated and will be removed in a future version.
Instructions for updating:
Use tf.cast instead.
WARNING:tensorflow:From /home/wgb/Documents/SSD/SSD801_sessionrun/preprocessing/ssd_preprocessing.py:257: multinomial (from tensorflow.python.ops.random_ops) is deprecated and will be removed in a future version.
Instructions for updating:
Use tf.random.categorical instead.
WARNING:tensorflow:From /home/wgb/Documents/SSD/SSD801_sessionrun/preprocessing/ssd_preprocessing.py:104: div (from tensorflow.python.ops.math_ops) is deprecated and will be removed in a future version.
Instructions for updating:
Deprecated in favor of operator or tf.math.divide.
WARNING:tensorflow:From /home/wgb/Documents/SSD/SSD801_sessionrun/dataset/dataset_common.py:153: batch (from tensorflow.python.training.input) is deprecated and will be removed in a future version.
Instructions for updating:
Queue-based input pipelines have been replaced by `tf.data`. Use `tf.data.Dataset.batch(batch_size)` (or `padded_batch(...)` if `dynamic_pad=True`).
WARNING:tensorflow:From /home/wgb/Documents/SSD/SSD801_sessionrun/net/ssd_net.py:119: calling reduce_sum_v1 (from tensorflow.python.ops.math_ops) with keep_dims is deprecated and will be removed in a future version.
Instructions for updating:
keep_dims is deprecated, use keepdims instead
WARNING:tensorflow:From /home/wgb/Documents/SSD/SSD801_sessionrun/net/ssd_net.py:360: conv2d (from tensorflow.python.layers.convolutional) is deprecated and will be removed in a future version.
Instructions for updating:
Use keras.layers.conv2d instead.
WARNING:tensorflow:From /home/wgb/Documents/SSD/SSD801_sessionrun/layer_components/grasp_attention_series.py:60: conv2d_transpose (from tensorflow.python.layers.convolutional) is deprecated and will be removed in a future version.
Instructions for updating:
Use keras.layers.conv2d_transpose instead.
WARNING:tensorflow:From /home/wgb/Documents/SSD/SSD801_sessionrun/layer_components/grasp_attention_series.py:149: calling softmax (from tensorflow.python.ops.nn_ops) with dim is deprecated and will be removed in a future version.
Instructions for updating:
dim is deprecated, use axis instead
wwwwwwwwwwwwwwwwwwwwwwwww [, , , , , , , , , , , , , , , , , , , , , , , , , , , ]
2019-09-23 11:43:43.806607: 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 AVX512F FMA
2019-09-23 11:43:43.828225: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 3700000000 Hz
2019-09-23 11:43:43.828870: I tensorflow/compiler/xla/service/service.cc:150] XLA service 0x55cebe393530 executing computations on platform Host. Devices:
2019-09-23 11:43:43.828914: I tensorflow/compiler/xla/service/service.cc:158] StreamExecutor device (0): ,
2019-09-23 11:43:44.036139: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1433] Found device 0 with properties:
name: GeForce RTX 2080 Ti major: 7 minor: 5 memoryClockRate(GHz): 1.545
pciBusID: 0000:65:00.0
totalMemory: 10.72GiB freeMemory: 9.83GiB
2019-09-23 11:43:44.036162: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1512] Adding visible gpu devices: 0
2019-09-23 11:43:44.036722: I tensorflow/core/common_runtime/gpu/gpu_device.cc:984] Device interconnect StreamExecutor with strength 1 edge matrix:
2019-09-23 11:43:44.036728: I tensorflow/core/common_runtime/gpu/gpu_device.cc:990] 0
2019-09-23 11:43:44.036731: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1003] 0: N
2019-09-23 11:43:44.036879: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1115] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 9333 MB memory) -> physical GPU (device: 0, name: GeForce RTX 2080 Ti, pci bus id: 0000:65:00.0, compute capability: 7.5)
2019-09-23 11:43:44.038268: I tensorflow/compiler/xla/service/service.cc:150] XLA service 0x55cec0ee4070 executing computations on platform CUDA. Devices:
2019-09-23 11:43:44.038283: I tensorflow/compiler/xla/service/service.cc:158] StreamExecutor device (0): GeForce RTX 2080 Ti, Compute Capability 7.5
WARNING:tensorflow:From /home/wgb/Documents/SSD/SSD801_sessionrun/train_one_hate.py:456: 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.
wwwwwwwwwwwwwwwwwwwwwwwwwwwww None
WARNING:tensorflow:Variable vgg_16/Grasp_coordinate_predicator/grasp_resnet/F11/F11/transpose_5757/weights missing in checkpoint /home/wgb/Documents/SSD/SSD801_sessionrun/pretrained_model/vgg16_reducedfc.ckpt.
WARNING:tensorflow:Variable vgg_16/Grasp_coordinate_predicator/grasp_resnet/F11/F11/transpose_5757/biases missing in checkpoint /home/wgb/Documents/SSD/SSD801_sessionrun/pretrained_model/vgg16_reducedfc.ckpt.
WARNING:tensorflow:Variable vgg_16/Grasp_coordinate_predicator/grasp_resnet/F11/grasp_feature1/weights missing in checkpoint /home/wgb/Documents/SSD/SSD801_sessionrun/pretrained_model/vgg16_reducedfc.ckpt.
WARNING:tensorflow:Variable vgg_16/Grasp_coordinate_predicator/grasp_resnet/F11/grasp_feature1/biases missing in checkpoint /home/wgb/Documents/SSD/SSD801_sessionrun/pretrained_model/vgg16_reducedfc.ckpt.
WARNING:tensorflow:Variable vgg_16/Grasp_coordinate_predicator/grasp_resnet/F12/F12/transpose_5757/weights missing in checkpoint /home/wgb/Documents/SSD/SSD801_sessionrun/pretrained_model/vgg16_reducedfc.ckpt.
WARNING:tensorflow:Variable vgg_16/Grasp_coordinate_predicator/grasp_resnet/F12/F12/transpose_5757/biases missing in checkpoint /home/wgb/Documents/SSD/SSD801_sessionrun/pretrained_model/vgg16_reducedfc.ckpt.
WARNING:tensorflow:Variable vgg_16/Grasp_coordinate_predicator/grasp_resnet/F12/grasp_feature1/weights missing in checkpoint /home/wgb/Documents/SSD/SSD801_sessionrun/pretrained_model/vgg16_reducedfc.ckpt.
WARNING:tensorflow:Variable vgg_16/Grasp_coordinate_predicator/grasp_resnet/F12/grasp_feature1/biases missing in checkpoint /home/wgb/Documents/SSD/SSD801_sessionrun/pretrained_model/vgg16_reducedfc.ckpt.
WARNING:tensorflow:Variable vgg_16/Grasp_coordinate_predicator/grasp_resnet/F21/transpose_5757/weights missing in checkpoint /home/wgb/Documents/SSD/SSD801_sessionrun/pretrained_model/vgg16_reducedfc.ckpt.
WARNING:tensorflow:Variable vgg_16/Grasp_coordinate_predicator/grasp_resnet/F21/transpose_5757/biases missing in checkpoint /home/wgb/Documents/SSD/SSD801_sessionrun/pretrained_model/vgg16_reducedfc.ckpt.
WARNING:tensorflow:Variable vgg_16/Grasp_coordinate_predicator/grasp_resnet/F22/transpose_5757/weights missing in checkpoint /home/wgb/Documents/SSD/SSD801_sessionrun/pretrained_model/vgg16_reducedfc.ckpt.
WARNING:tensorflow:Variable vgg_16/Grasp_coordinate_predicator/grasp_resnet/F22/transpose_5757/biases missing in checkpoint /home/wgb/Documents/SSD/SSD801_sessionrun/pretrained_model/vgg16_reducedfc.ckpt.
WARNING:tensorflow:Variable vgg_16/Grasp_coordinate_predicator/grasp_resnet/gamma missing in checkpoint /home/wgb/Documents/SSD/SSD801_sessionrun/pretrained_model/vgg16_reducedfc.ckpt.
WARNING:tensorflow:Variable vgg_16/Grasp_coordinate_predicator/grasp_prediction_features/weights missing in checkpoint /home/wgb/Documents/SSD/SSD801_sessionrun/pretrained_model/vgg16_reducedfc.ckpt.
WARNING:tensorflow:Variable vgg_16/Grasp_coordinate_predicator/grasp_prediction_features/biases missing in checkpoint /home/wgb/Documents/SSD/SSD801_sessionrun/pretrained_model/vgg16_reducedfc.ckpt.
WARNING:tensorflow:Variable vgg_16/Grasp_coordinate_predicator/Grasp_coordinate/weights missing in checkpoint /home/wgb/Documents/SSD/SSD801_sessionrun/pretrained_model/vgg16_reducedfc.ckpt.
WARNING:tensorflow:Variable vgg_16/Grasp_coordinate_predicator/Grasp_coordinate/biases missing in checkpoint /home/wgb/Documents/SSD/SSD801_sessionrun/pretrained_model/vgg16_reducedfc.ckpt.
WARNING:tensorflow:Variable vgg_16/Grasp_coordinate_predicator/GraspScore/weights missing in checkpoint /home/wgb/Documents/SSD/SSD801_sessionrun/pretrained_model/vgg16_reducedfc.ckpt.
WARNING:tensorflow:Variable vgg_16/Grasp_coordinate_predicator/GraspScore/biases missing in checkpoint /home/wgb/Documents/SSD/SSD801_sessionrun/pretrained_model/vgg16_reducedfc.ckpt.
WARNING:tensorflow:Variable vgg_16_1/conv4_3_scale/weights missing in checkpoint /home/wgb/Documents/SSD/SSD801_sessionrun/pretrained_model/vgg16_reducedfc.ckpt.
2019-09-23 11:44:03.646172: I tensorflow/stream_executor/dso_loader.cc:152] successfully opened CUDA library libcupti.so.10.0 locally
2019-09-23 11:44:10.019195: I tensorflow/stream_executor/dso_loader.cc:152] successfully opened CUDA library libcublas.so.10.0 locally
2019-09-23 11:44:13.953418: step 0, loss = 229.45 (0.9 examples/sec; 17.756 sec/batch)
2019-09-23 11:44:17.561470: step 10, loss = 200.81 (43.7 examples/sec; 0.366 sec/batch)
2019-09-23 11:44:21.241785: step 20, loss = 126.38 (45.0 examples/sec; 0.356 sec/batch)
2019-09-23 11:44:24.861343: step 30, loss = 156.44 (44.4 examples/sec; 0.360 sec/batch)
