Open acatlett8 opened 4 years ago
@acatlett8 I'm having a similar issue training a custom object detector with batch size of 1 (though I am using mask-rcnn and using a subset of the COCO dataset for training data, and I'm running Ubuntu 18.04) - do you specifically observe a memory spike during either of the following:
research/object_detection/model_lib_v2.py
, line 350, features, labels = iter(input_dataset).next()
? Try isolating that line (or breaking it into two lines, I've found that my memory spikes during the .next()
call), and tracking memory consumption while that executes.return strategy.reduce(tf.distribute.ReduceOp.SUM, per_replica_losses, axis=None)
?I put some print statements to break line 350 up. It seemed that the code did not reach that point as none of my print statements happened before "killed: 9".
Same error for me
I have same issue, mask-rcnn
Message from syslogd@home at Dec 17 18:12:01 ...
kernel:[16631.769569] watchdog: BUG: soft lockup - CPU#1 stuck for 22s! [model_main_tf2.:20978]
after:
features, labels = iter(input_dataset).next()
batch_size: 16 -> batch_size: 1
Have you tried it on colab?
Prerequisites
Please answer the following questions for yourself before submitting an issue.
1. The entire URL of the file you are using
https://github.com/tensorflow/models/tree/master/research/...
2. Describe the bug
See a 60+ GB of memory used, resulting in "killed: 9" output.
3. Steps to reproduce
Downloaded models-master from github site. Downloaded ssd_resnet101_640x640 from tf2 object detection model zoo. Copied ssd model into object_detection directory. Copied label_map file, test.record, train.record into data directory. Copied image directory into object_detection directory.
Set up anaconda environment according to instructions using the command "python -m pip install --use-feature=2020-resolver ." using setup.py script for tf2 and experienced issues with pycocotools. Installed pycocotools via conda install -c conda-forge pycocotools. Reran python -m pip install --use-feature=2020-resolver . to confirm environment is complete. Ran "python object_detection/builders/model_builder_tf2_test.py" and showed no errors.
Modified config file as shown below: model { ssd { num_classes: 1 image_resizer { fixed_shape_resizer { height: 640 width: 640 } } feature_extractor { type: "ssd_resnet101_v1_fpn_keras" depth_multiplier: 1.0 min_depth: 16 conv_hyperparams { regularizer { l2_regularizer { weight: 0.00039999998989515007 } } initializer { truncated_normal_initializer { mean: 0.0 stddev: 0.029999999329447746 } } activation: RELU_6 batch_norm { decay: 0.996999979019165 scale: true epsilon: 0.0010000000474974513 } } override_base_feature_extractor_hyperparams: true fpn { min_level: 3 max_level: 7 } } box_coder { faster_rcnn_box_coder { y_scale: 10.0 x_scale: 10.0 height_scale: 5.0 width_scale: 5.0 } } matcher { argmax_matcher { matched_threshold: 0.5 unmatched_threshold: 0.5 ignore_thresholds: false negatives_lower_than_unmatched: true force_match_for_each_row: true use_matmul_gather: true } } similarity_calculator { iou_similarity { } } box_predictor { weight_shared_convolutional_box_predictor { conv_hyperparams { regularizer { l2_regularizer { weight: 0.00039999998989515007 } } initializer { random_normal_initializer { mean: 0.0 stddev: 0.009999999776482582 } } activation: RELU_6 batch_norm { decay: 0.996999979019165 scale: true epsilon: 0.0010000000474974513 } } depth: 256 num_layers_before_predictor: 4 kernel_size: 3 class_prediction_bias_init: -4.599999904632568 } } anchor_generator { multiscale_anchor_generator { min_level: 3 max_level: 7 anchor_scale: 4.0 aspect_ratios: 1.0 aspect_ratios: 2.0 aspect_ratios: 0.5 scales_per_octave: 2 } } post_processing { batch_non_max_suppression { score_threshold: 9.99999993922529e-09 iou_threshold: 0.6000000238418579 max_detections_per_class: 100 max_total_detections: 100 use_static_shapes: false } score_converter: SIGMOID } normalize_loss_by_num_matches: true loss { localization_loss { weighted_smooth_l1 { } } classification_loss { weighted_sigmoid_focal { gamma: 2.0 alpha: 0.25 } } classification_weight: 1.0 localization_weight: 1.0 } encode_background_as_zeros: true normalize_loc_loss_by_codesize: true inplace_batchnorm_update: true freeze_batchnorm: false } } train_config { batch_size: 1 data_augmentation_options { random_horizontal_flip { } } data_augmentation_options { random_crop_image { min_object_covered: 0.0 min_aspect_ratio: 0.75 max_aspect_ratio: 3.0 min_area: 0.75 max_area: 1.0 overlap_thresh: 0.0 } } sync_replicas: true optimizer { momentum_optimizer { learning_rate { cosine_decay_learning_rate { learning_rate_base: 0.03999999910593033 total_steps: 25000 warmup_learning_rate: 0.013333000242710114 warmup_steps: 2000 } } momentum_optimizer_value: 0.8999999761581421 } use_moving_average: false } fine_tune_checkpoint: "/Users/ard/Desktop/VESPA_ML/models-master/research/object_detection/ssd_resnet101_v1_fpn_640x640_coco17_tpu-8/checkpoint/ckpt-0" num_steps: 25000 startup_delay_steps: 0.0 replicas_to_aggregate: 8 max_number_of_boxes: 100 unpad_groundtruth_tensors: false fine_tune_checkpoint_type: "detection" use_bfloat16: true fine_tune_checkpoint_version: V2 } train_input_reader { label_map_path: "/Users/ard/Desktop/VESPA_ML/models-master/research/object_detection/data/object-detection.pbtxt" tf_record_input_reader { input_path: "/Users/ard/Desktop/VESPA_ML/models-master/research/object_detection/data/train.record" } } eval_config { metrics_set: "coco_detection_metrics" use_moving_averages: false } eval_input_reader { label_map_path: "/Users/ard/Desktop/VESPA_ML/models-master/research/object_detection/data/object-detection.pbtxt" shuffle: false num_epochs: 1 tf_record_input_reader { input_path: "/Users/ard/Desktop/VESPA_ML/models-master/research/object_detection/data/test.record" } }
From command line in the research directory set the following:
PIPELINE_CONFIG_PATH=/Users/ard/Desktop/VESPA_ML/models-master/research/object_detection/ssd_resnet101_v1_fpn_640x640_coco17_tpu-8/pipeline.config
MODEL_DIR=/Users/ard/Desktop/VESPA_ML/models-master/research/object_detection/ssd_resnet101_v1_fpn_640x640_coco17_tpu-8/checkpoint/gen
Used the following to initiate training:
python object_detection/model_main_tf2.py \ --pipeline_config_path=${PIPELINE_CONFIG_PATH} \ --model_dir=${MODEL_DIR} \ --alsologtostder
Observed high memory usage during the following:
Instructions for updating: Use fn_output_signature instead
resulting in: Killed: 9
4. Expected behavior
Training should initiate with reasonable memory usage
5. Additional context
2020-10-02 12:16:48.804896: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN)to use the following CPU instructions in performance-critical operations: AVX2 FMA To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. 2020-10-02 12:16:48.818818: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x7fa10e212f30 initialized for platform Host (this does not guarantee that XLA will be used). Devices: 2020-10-02 12:16:48.818856: I tensorflow/compiler/xla/service/service.cc:176] StreamExecutor device (0): Host, Default Version WARNING:tensorflow:There are non-GPU devices in
tf.distribute.Strategy
, not using nccl allreduce. W1002 12:16:48.819554 4755901888 cross_device_ops.py:1202] There are non-GPU devices intf.distribute.Strategy
, not using nccl allreduce. INFO:tensorflow:Using MirroredStrategy with devices ('/job:localhost/replica:0/task:0/device:CPU:0',) I1002 12:16:48.819756 4755901888 mirrored_strategy.py:341] Using MirroredStrategy with devices ('/job:localhost/replica:0/task:0/device:CPU:0',) INFO:tensorflow:Maybe overwriting train_steps: None I1002 12:16:48.824054 4755901888 config_util.py:552] Maybe overwriting train_steps: None INFO:tensorflow:Maybe overwriting use_bfloat16: False I1002 12:16:48.824192 4755901888 config_util.py:552] Maybe overwriting use_bfloat16: False WARNING:tensorflow:num_readers has been reduced to 1 to match input file shards. W1002 12:16:48.846817 4755901888 dataset_builder.py:82] num_readers has been reduced to 1 to match input file shards. WARNING:tensorflow:From /opt/anaconda3/envs/test/lib/python3.8/site-packages/object_detection/builders/dataset_builder.py:96: parallel_interleave (from tensorflow.python.data.experimental.ops.interleave_ops) is deprecated and will be removed in a future version. Instructions for updating: Usetf.data.Dataset.interleave(map_func, cycle_length, block_length, num_parallel_calls=tf.data.experimental.AUTOTUNE)
instead. If sloppy execution is desired, usetf.data.Options.experimental_deterministic
. W1002 12:16:48.848649 4755901888 deprecation.py:317] From /opt/anaconda3/envs/test/lib/python3.8/site-packages/object_detection/builders/dataset_builder.py:96: parallel_interleave (from tensorflow.python.data.experimental.ops.interleave_ops) is deprecated and will be removed in a future version. Instructions for updating: Usetf.data.Dataset.interleave(map_func, cycle_length, block_length, num_parallel_calls=tf.data.experimental.AUTOTUNE)
instead. If sloppy execution is desired, usetf.data.Options.experimental_deterministic
. WARNING:tensorflow:From /opt/anaconda3/envs/test/lib/python3.8/site-packages/object_detection/builders/dataset_builder.py:174: DatasetV1.map_with_legacy_function (from tensorflow.python.data.ops.dataset_ops) is deprecated and will be removed in a future version. Instructions for updating: Usetf.data.Dataset.map() W1002 12:16:48.880908 4755901888 deprecation.py:317] From /opt/anaconda3/envs/test/lib/python3.8/site-packages/object_detection/builders/dataset_builder.py:174: DatasetV1.map_with_legacy_function (from tensorflow.python.data.ops.dataset_ops) is deprecated and will be removed in a future version. Instructions for updating: Use
tf.data.Dataset.map() WARNING:tensorflow:From /opt/anaconda3/envs/test/lib/python3.8/site-packages/tensorflow/python/util/dispatch.py:201: sparse_to_dense (from tensorflow.python.ops.sparse_ops) is deprecated and will be removed in a future version. Instructions for updating: Create atf.sparse.SparseTensor
and usetf.sparse.to_dense
instead. W1002 12:16:54.731775 4755901888 deprecation.py:317] From /opt/anaconda3/envs/test/lib/python3.8/site-packages/tensorflow/python/util/dispatch.py:201: sparse_to_dense (from tensorflow.python.ops.sparse_ops) is deprecated and will be removed in a future version. Instructions for updating: Create atf.sparse.SparseTensor
and usetf.sparse.to_dense
instead. WARNING:tensorflow:From /opt/anaconda3/envs/test/lib/python3.8/site-packages/tensorflow/python/util/dispatch.py:201: sample_distorted_bounding_box (from tensorflow.python.ops.image_ops_impl) is deprecated and will be removed in a future version. Instructions for updating:seed2
arg is deprecated.Use sample_distorted_bounding_box_v2 instead. W1002 12:16:57.378636 4755901888 deprecation.py:317] From /opt/anaconda3/envs/test/lib/python3.8/site-packages/tensorflow/python/util/dispatch.py:201: sample_distorted_bounding_box (from tensorflow.python.ops.image_ops_impl) is deprecated and will be removed in a future version. Instructions for updating:seed2
arg is deprecated.Use sample_distorted_bounding_box_v2 instead. WARNING:tensorflow:From /opt/anaconda3/envs/test/lib/python3.8/site-packages/object_detection/inputs.py:259: to_float (from tensorflow.python.ops.math_ops) is deprecated and will be removed in a future version. Instructions for updating: Usetf.cast
instead. W1002 12:16:58.889118 4755901888 deprecation.py:317] From /opt/anaconda3/envs/test/lib/python3.8/site-packages/object_detection/inputs.py:259: to_float (from tensorflow.python.ops.math_ops) is deprecated and will be removed in a future version. Instructions for updating: Usetf.cast
instead. WARNING:tensorflow:From /opt/anaconda3/envs/test/lib/python3.8/site-packages/object_detection/model_lib_v2.py:355: set_learning_phase (from tensorflow.python.keras.backend) is deprecated and will be removed after 2020-10-11. Instructions for updating: Simply pass a True/False value to thetraining
argument of the__call__
method of your layer or model. W1002 12:17:03.472911 123145382813696 deprecation.py:317] From /opt/anaconda3/envs/test/lib/python3.8/site-packages/object_detection/model_lib_v2.py:355: set_learning_phase (from tensorflow.python.keras.backend) is deprecated and will be removed after 2020-10-11. Instructions for updating: Simply pass a True/False value to thetraining
argument of the__call__
method of your layer or model. WARNING:tensorflow:Unresolved object in checkpoint: (root).model._groundtruth_lists W1002 12:19:17.260283 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._groundtruth_lists WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor W1002 12:19:17.260458 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor WARNING:tensorflow:Unresolved object in checkpoint: (root).model._batched_prediction_tensor_names W1002 12:19:17.260517 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._batched_prediction_tensor_names WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._box_prediction_head W1002 12:19:17.260570 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._box_prediction_head WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._prediction_heads W1002 12:19:17.260621 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._prediction_heads WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._sorted_head_names W1002 12:19:17.260669 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._sorted_head_names WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._additional_projection_layers W1002 12:19:17.260718 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._additional_projection_layers WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads W1002 12:19:17.260764 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._head_scope_conv_layers W1002 12:19:17.260812 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._head_scope_conv_layers WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._box_prediction_head._box_encoder_layers W1002 12:19:17.260859 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._box_prediction_head._box_encoder_layers WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._prediction_heads.class_predictions_with_background W1002 12:19:17.260906 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._prediction_heads.class_predictions_with_background WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._additional_projection_layers.0 W1002 12:19:17.260962 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._additional_projection_layers.0 WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._additional_projection_layers.1 W1002 12:19:17.261008 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._additional_projection_layers.1 WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._additional_projection_layers.2 W1002 12:19:17.261064 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._additional_projection_layers.2 WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._additional_projection_layers.3 W1002 12:19:17.261110 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._additional_projection_layers.3 WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._additional_projection_layers.4 W1002 12:19:17.261157 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._additional_projection_layers.4 WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.box_encodings W1002 12:19:17.261203 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.box_encodings WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background W1002 12:19:17.261250 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._head_scope_conv_layers.BoxPredictionTower W1002 12:19:17.261296 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._head_scope_conv_layers.BoxPredictionTower WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._head_scope_conv_layers.ClassPredictionTower W1002 12:19:17.261343 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._head_scope_conv_layers.ClassPredictionTower WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._box_prediction_head._box_encoder_layers.0 W1002 12:19:17.261419 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._box_prediction_head._box_encoder_layers.0 WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._prediction_heads.class_predictions_with_background._class_predictor_layers W1002 12:19:17.261469 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._prediction_heads.class_predictions_with_background._class_predictor_layers WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.box_encodings.0 W1002 12:19:17.261518 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.box_encodings.0 WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.box_encodings.1 W1002 12:19:17.261564 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.box_encodings.1 WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.box_encodings.2 W1002 12:19:17.261610 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.box_encodings.2 WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.box_encodings.3 W1002 12:19:17.261656 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.box_encodings.3 WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.box_encodings.4 W1002 12:19:17.261703 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.box_encodings.4 WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.0 W1002 12:19:17.261749 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.0 WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.1 W1002 12:19:17.261795 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.1 WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.2 W1002 12:19:17.261842 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.2 WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.3 W1002 12:19:17.261888 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.3 WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.4 W1002 12:19:17.261936 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.4 WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._head_scope_conv_layers.BoxPredictionTower.0 W1002 12:19:17.261982 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._head_scope_conv_layers.BoxPredictionTower.0 WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._head_scope_conv_layers.BoxPredictionTower.1 W1002 12:19:17.262029 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._head_scope_conv_layers.BoxPredictionTower.1 WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._head_scope_conv_layers.BoxPredictionTower.2 W1002 12:19:17.262074 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._head_scope_conv_layers.BoxPredictionTower.2 WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._head_scope_conv_layers.BoxPredictionTower.3 W1002 12:19:17.262121 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._head_scope_conv_layers.BoxPredictionTower.3 WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._head_scope_conv_layers.ClassPredictionTower.0 W1002 12:19:17.262168 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._head_scope_conv_layers.ClassPredictionTower.0 WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._head_scope_conv_layers.ClassPredictionTower.1 W1002 12:19:17.262214 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._head_scope_conv_layers.ClassPredictionTower.1 WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._head_scope_conv_layers.ClassPredictionTower.2 W1002 12:19:17.262260 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._head_scope_conv_layers.ClassPredictionTower.2 WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._head_scope_conv_layers.ClassPredictionTower.3 W1002 12:19:17.262307 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._head_scope_conv_layers.ClassPredictionTower.3 WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._box_prediction_head._box_encoder_layers.0.kernel W1002 12:19:17.262416 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._box_prediction_head._box_encoder_layers.0.kernel WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._box_prediction_head._box_encoder_layers.0.bias W1002 12:19:17.262465 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._box_prediction_head._box_encoder_layers.0.bias WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._prediction_heads.class_predictions_with_background._class_predictor_layers.0 W1002 12:19:17.262512 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._prediction_heads.class_predictions_with_background._class_predictor_layers.0 WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.box_encodings.0.1 W1002 12:19:17.262559 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.box_encodings.0.1 WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.box_encodings.0.2 W1002 12:19:17.262606 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.box_encodings.0.2 WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.box_encodings.0.4 W1002 12:19:17.262651 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.box_encodings.0.4 WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.box_encodings.0.5 W1002 12:19:17.262699 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WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.box_encodings.2.4.gamma W1002 12:19:17.302908 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.box_encodings.2.4.gamma WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.box_encodings.2.4.beta W1002 12:19:17.302953 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.box_encodings.2.4.beta WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.box_encodings.2.4.moving_mean W1002 12:19:17.303040 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.box_encodings.2.4.moving_mean WARNING:tensorflow:Unresolved object in checkpoint: 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WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.box_encodings.2.10.moving_variance W1002 12:19:17.303577 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.box_encodings.2.10.moving_variance WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.box_encodings.3.1.axis W1002 12:19:17.303622 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.box_encodings.3.1.axis WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.box_encodings.3.1.gamma W1002 12:19:17.303668 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.box_encodings.3.1.gamma WARNING:tensorflow:Unresolved object in checkpoint: 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WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.box_encodings.3.7.beta W1002 12:19:17.304280 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.box_encodings.3.7.beta WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.box_encodings.3.7.moving_mean W1002 12:19:17.304327 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.box_encodings.3.7.moving_mean WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.box_encodings.3.7.moving_variance W1002 12:19:17.304373 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.box_encodings.3.7.moving_variance WARNING:tensorflow:Unresolved object in checkpoint: 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WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.box_encodings.4.4.axis W1002 12:19:17.305115 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.box_encodings.4.4.axis WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.box_encodings.4.4.gamma W1002 12:19:17.305210 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.box_encodings.4.4.gamma WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.box_encodings.4.4.beta W1002 12:19:17.305269 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.box_encodings.4.4.beta WARNING:tensorflow:Unresolved object in checkpoint: 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WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.box_encodings.4.10.moving_mean W1002 12:19:17.305800 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.box_encodings.4.10.moving_mean WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.box_encodings.4.10.moving_variance W1002 12:19:17.305845 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.box_encodings.4.10.moving_variance WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.0.1.axis W1002 12:19:17.305891 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.0.1.axis WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.0.1.gamma W1002 12:19:17.305936 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.0.1.gamma WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.0.1.beta W1002 12:19:17.305983 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.0.1.beta WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.0.1.moving_mean W1002 12:19:17.306029 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.0.1.moving_mean WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.0.1.moving_variance W1002 12:19:17.306082 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.0.1.moving_variance WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.0.4.axis W1002 12:19:17.306127 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.0.4.axis WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.0.4.gamma W1002 12:19:17.306172 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.0.4.gamma WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.0.4.beta W1002 12:19:17.306217 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.0.4.beta WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.0.4.moving_mean W1002 12:19:17.306262 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.0.4.moving_mean WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.0.4.moving_variance W1002 12:19:17.306308 4755901888 util.py:149] Unresolved object in checkpoint: 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checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.0.7.beta WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.0.7.moving_mean W1002 12:19:17.306493 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.0.7.moving_mean WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.0.7.moving_variance W1002 12:19:17.306539 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.0.7.moving_variance WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.0.10.axis W1002 12:19:17.306585 4755901888 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4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.0.10.moving_mean WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.0.10.moving_variance W1002 12:19:17.306766 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.0.10.moving_variance WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.1.1.axis W1002 12:19:17.306810 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.1.1.axis WARNING:tensorflow:Unresolved object in checkpoint: 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checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.4.1.moving_variance W1002 12:19:17.309675 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.4.1.moving_variance WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.4.4.axis W1002 12:19:17.309746 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.4.4.axis WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.4.4.gamma W1002 12:19:17.309813 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.4.4.gamma WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.4.4.beta W1002 12:19:17.309866 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.4.4.beta WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.4.4.moving_mean W1002 12:19:17.309923 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.4.4.moving_mean WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.4.4.moving_variance W1002 12:19:17.309973 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.4.4.moving_variance WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.4.7.axis W1002 12:19:17.310024 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.4.7.axis WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.4.7.gamma W1002 12:19:17.310070 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.4.7.gamma WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.4.7.beta W1002 12:19:17.310117 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.4.7.beta WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.4.7.moving_mean W1002 12:19:17.310163 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.4.7.moving_mean WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.4.7.moving_variance W1002 12:19:17.310209 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.4.7.moving_variance WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.4.10.axis W1002 12:19:17.310255 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.4.10.axis WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.4.10.gamma W1002 12:19:17.310299 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.4.10.gamma WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.4.10.beta W1002 12:19:17.310347 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.4.10.beta WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.4.10.moving_mean W1002 12:19:17.310393 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.4.10.moving_mean WARNING:tensorflow:Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.4.10.moving_variance W1002 12:19:17.310437 4755901888 util.py:149] Unresolved object in checkpoint: (root).model._box_predictor._base_tower_layers_for_heads.class_predictions_with_background.4.10.moving_variance WARNING:tensorflow:A checkpoint was restored (e.g. tf.train.Checkpoint.restore or tf.keras.Model.load_weights) but not all checkpointed values were used. See above for specific issues. Use expect_partial() on the load status object, e.g. tf.train.Checkpoint.restore(...).expect_partial(), to silence these warnings, or use assert_consumed() to make the check explicit. See https://www.tensorflow.org/guide/checkpoint#loading_mechanics for details. W1002 12:19:17.310484 4755901888 util.py:157] A checkpoint was restored (e.g. tf.train.Checkpoint.restore or tf.keras.Model.load_weights) but not all checkpointed values were used. See above for specific issues. Use expect_partial() on the load status object, e.g. tf.train.Checkpoint.restore(...).expect_partial(), to silence these warnings, or use assert_consumed() to make the check explicit. See https://www.tensorflow.org/guide/checkpoint#loading_mechanics for details. WARNING:tensorflow:From /opt/anaconda3/envs/test/lib/python3.8/site-packages/tensorflow/python/util/deprecation.py:574: calling map_fn_v2 (from tensorflow.python.ops.map_fn) with dtype is deprecated and will be removed in a future version. Instructions for updating: Use fn_output_signature instead W1002 12:19:35.770838 123145382813696 deprecation.py:500] From /opt/anaconda3/envs/test/lib/python3.8/site-packages/tensorflow/python/util/deprecation.py:574: calling map_fn_v2 (from tensorflow.python.ops.map_fn) with dtype is deprecated and will be removed in a future version. Instructions for updating: Use fn_output_signature instead Killed: 96. System information
packages in environment at /opt/anaconda3/envs/test:
#
Name Version Build Channel
absl-py 0.10.0 pypi_0 pypi aiohttp 3.6.2 pypi_0 pypi apache-beam 2.24.0 pypi_0 pypi astunparse 1.6.3 pypi_0 pypi async-timeout 3.0.1 pypi_0 pypi attrs 20.2.0 pypi_0 pypi avro-python3 1.9.2.1 pypi_0 pypi ca-certificates 2020.6.20 hecda079_0 conda-forge cachetools 4.1.1 pypi_0 pypi certifi 2020.6.20 py38h32f6830_0 conda-forge cffi 1.14.3 pypi_0 pypi chardet 3.0.4 pypi_0 pypi contextlib2 0.6.0.post1 pypi_0 pypi crcmod 1.7 pypi_0 pypi cycler 0.10.0 py_2 conda-forge cython 0.29.21 py38hc84c608_0 conda-forge dataclasses 0.6 pypi_0 pypi dill 0.3.1.1 pypi_0 pypi dm-tree 0.1.5 pypi_0 pypi docopt 0.6.2 pypi_0 pypi fastavro 0.23.6 pypi_0 pypi freetype 2.10.2 h8da9a1a_0 conda-forge future 0.18.2 pypi_0 pypi gast 0.3.3 pypi_0 pypi gin-config 0.3.0 pypi_0 pypi google-api-core 1.22.2 pypi_0 pypi google-api-python-client 1.12.3 pypi_0 pypi google-auth 1.22.0 pypi_0 pypi google-auth-httplib2 0.0.4 pypi_0 pypi google-auth-oauthlib 0.4.1 pypi_0 pypi google-cloud-bigquery 2.0.0 pypi_0 pypi google-cloud-core 1.4.1 pypi_0 pypi google-crc32c 1.0.0 pypi_0 pypi google-pasta 0.2.0 pypi_0 pypi google-resumable-media 1.0.0 pypi_0 pypi googleapis-common-protos 1.52.0 pypi_0 pypi grpcio 1.32.0 pypi_0 pypi h5py 2.10.0 pypi_0 pypi hdfs 2.5.8 pypi_0 pypi httplib2 0.17.4 pypi_0 pypi idna 2.10 pypi_0 pypi kaggle 1.5.8 pypi_0 pypi keras-preprocessing 1.1.2 pypi_0 pypi kiwisolver 1.2.0 py38ha0d09dd_0 conda-forge libblas 3.8.0 17_openblas conda-forge libcblas 3.8.0 17_openblas conda-forge libcst 0.3.12 pypi_0 pypi libcxx 10.0.0 1
libedit 3.1.20191231 h1de35cc_1
libffi 3.3 hb1e8313_2
libgfortran 4.0.0 h2d743fc_11 conda-forge libgfortran4 7.5.0 h2d743fc_11 conda-forge liblapack 3.8.0 17_openblas conda-forge libopenblas 0.3.10 openmp_h63d9170_4 conda-forge libpng 1.6.37 hb0a8c7a_2 conda-forge llvm-openmp 10.0.1 h28b9765_0 conda-forge lxml 4.5.2 pypi_0 pypi markdown 3.2.2 pypi_0 pypi matplotlib 3.3.2 pypi_0 pypi matplotlib-base 3.2.2 py38h1300a51_1 conda-forge mock 2.0.0 pypi_0 pypi multidict 4.7.6 pypi_0 pypi mypy-extensions 0.4.3 pypi_0 pypi ncurses 6.2 h0a44026_1
numpy 1.18.5 pypi_0 pypi oauth2client 3.0.0 pypi_0 pypi oauthlib 3.1.0 pypi_0 pypi object-detection 0.1 pypi_0 pypi opencv-python-headless 4.4.0.44 pypi_0 pypi openssl 1.1.1h haf1e3a3_0 conda-forge opt-einsum 3.3.0 pypi_0 pypi pandas 1.1.2 pypi_0 pypi pbr 5.5.0 pypi_0 pypi pillow 7.2.0 pypi_0 pypi pip 20.2.3 py38_0
promise 2.3 pypi_0 pypi proto-plus 1.10.0 pypi_0 pypi protobuf 3.13.0 pypi_0 pypi psutil 5.7.2 py38haf1e3a3_0
py-cpuinfo 7.0.0 pypi_0 pypi pyarrow 0.17.1 pypi_0 pypi pyasn1 0.4.8 pypi_0 pypi pyasn1-modules 0.2.8 pypi_0 pypi pycocotools 2.0.2 py38h4d0b108_0 conda-forge pycparser 2.20 pypi_0 pypi pydot 1.4.1 pypi_0 pypi pymongo 3.11.0 pypi_0 pypi pyparsing 2.4.7 pyh9f0ad1d_0 conda-forge python 3.8.5 h26836e1_1
python-dateutil 2.8.1 py_0 conda-forge python-slugify 4.0.1 pypi_0 pypi python_abi 3.8 1_cp38 conda-forge pytz 2020.1 pypi_0 pypi pyyaml 5.3.1 pypi_0 pypi readline 8.0 h1de35cc_0
requests 2.24.0 pypi_0 pypi requests-oauthlib 1.3.0 pypi_0 pypi rsa 4.6 pypi_0 pypi scipy 1.5.2 pypi_0 pypi sentencepiece 0.1.91 pypi_0 pypi setuptools 49.6.0 py38_1
six 1.15.0 pyh9f0ad1d_0 conda-forge slugify 0.0.1 pypi_0 pypi sqlite 3.33.0 hffcf06c_0
tensorboard 2.3.0 pypi_0 pypi tensorboard-plugin-wit 1.7.0 pypi_0 pypi tensorflow 2.3.1 pypi_0 pypi tensorflow-addons 0.11.2 pypi_0 pypi tensorflow-datasets 3.2.1 pypi_0 pypi tensorflow-estimator 2.3.0 pypi_0 pypi tensorflow-hub 0.9.0 pypi_0 pypi tensorflow-metadata 0.24.0 pypi_0 pypi tensorflow-model-optimization 0.5.0 pypi_0 pypi termcolor 1.1.0 pypi_0 pypi text-unidecode 1.3 pypi_0 pypi tf-models-official 2.3.0 pypi_0 pypi tf-slim 1.1.0 pypi_0 pypi tk 8.6.10 hb0a8c7a_0
tornado 6.0.4 py38h64e0658_1 conda-forge tqdm 4.50.0 pypi_0 pypi typeguard 2.9.1 pypi_0 pypi typing-extensions 3.7.4.3 pypi_0 pypi typing-inspect 0.6.0 pypi_0 pypi uritemplate 3.0.1 pypi_0 pypi urllib3 1.24.3 pypi_0 pypi werkzeug 1.0.1 pypi_0 pypi wheel 0.35.1 py_0
wrapt 1.12.1 pypi_0 pypi xz 5.2.5 h1de35cc_0
yarl 1.6.0 pypi_0 pypi zlib 1.2.11 h1de35cc_3