ckpt pb

(t20190518) luo@luo-All-Series:/dev/disk_2019/mask_rcnn_20190518/Mask_RCNN_20190902/models/research$ export PYTHONPATH=$PYTHONPATH:`pwd`:`pwd`/slim

(t20190518) luo@luo-All-Series:/dev/disk_2019/mask_rcnn_20190518/Mask_RCNN_20190902/models/research$ cd object_detection
(t20190518) luo@luo-All-Series:/dev/disk_2019/mask_rcnn_20190518/Mask_RCNN_20190902/models/research/object_detection$
(t20190518) luo@luo-All-Series:/dev/disk_2019/mask_rcnn_20190518/Mask_RCNN_20190902/models/research/object_detection$
(t20190518) luo@luo-All-Series:/dev/disk_2019/mask_rcnn_20190518/Mask_RCNN_20190902/models/research/object_detection$

(t20190518) luo@luo-All-Series:/dev/disk_2019/mask_rcnn_20190518/Mask_RCNN_20190902/models/research/object_detection$
(t20190518) luo@luo-All-Series:/dev/disk_2019/mask_rcnn_20190518/Mask_RCNN_20190902/models/research/object_detection$
(t20190518) luo@luo-All-Series:/dev/disk_2019/mask_rcnn_20190518/Mask_RCNN_20190902/models/research/object_detection$
(t20190518) luo@luo-All-Series:/dev/disk_2019/mask_rcnn_20190518/Mask_RCNN_20190902/models/research/object_detection$
(t20190518) luo@luo-All-Series:/dev/disk_2019/mask_rcnn_20190518/Mask_RCNN_20190902/models/research/object_detection$
(t20190518) luo@luo-All-Series:/dev/disk_2019/mask_rcnn_20190518/Mask_RCNN_20190902/models/research/object_detection$
(t20190518) luo@luo-All-Series:/dev/disk_2019/mask_rcnn_20190518/Mask_RCNN_20190902/models/research/object_detection$
(t20190518) luo@luo-All-Series:/dev/disk_2019/mask_rcnn_20190518/Mask_RCNN_20190902/models/research/object_detection$
(t20190518) luo@luo-All-Series:/dev/disk_2019/mask_rcnn_20190518/Mask_RCNN_20190902/models/research/object_detection$
(t20190518) luo@luo-All-Series:/dev/disk_2019/mask_rcnn_20190518/Mask_RCNN_20190902/models/research/object_detection$
(t20190518) luo@luo-All-Series:/dev/disk_2019/mask_rcnn_20190518/Mask_RCNN_20190902/models/research/object_detection$ python export_inference_graph_20190911.py
/home/luo/anaconda3/envs/t20190518/lib/python3.6/site-packages/absl/flags/_validators.py:359: UserWarning: Flag --pipeline_config_path has a non-None default value; therefore, mark_flag_as_required will pass even if flag is not specified in the command line!
'command line!' % flag_name)
/home/luo/anaconda3/envs/t20190518/lib/python3.6/site-packages/absl/flags/_validators.py:359: UserWarning: Flag --trained_checkpoint_prefix has a non-None default value; therefore, mark_flag_as_required will pass even if flag is not specified in the command line!
'command line!' % flag_name)
/home/luo/anaconda3/envs/t20190518/lib/python3.6/site-packages/absl/flags/_validators.py:359: UserWarning: Flag --output_directory has a non-None default value; therefore, mark_flag_as_required will pass even if flag is not specified in the command line!
'command line!' % flag_name)
WARNING:tensorflow:From /dev/disk_2019/mask_rcnn_20190518/Mask_RCNN_20190902/models/research/object_detection/predictors/heads/box_head.py:93: calling reduce_mean (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 /dev/disk_2019/mask_rcnn_20190518/Mask_RCNN_20190902/models/research/object_detection/exporter.py:338: get_or_create_global_step (from tensorflow.contrib.framework.python.ops.variables) is deprecated and will be removed in a future version.
Instructions for updating:
Please switch to tf.train.get_or_create_global_step
WARNING:tensorflow:From /dev/disk_2019/mask_rcnn_20190518/Mask_RCNN_20190902/models/research/object_detection/exporter.py:494: print_model_analysis (from tensorflow.contrib.tfprof.model_analyzer) is deprecated and will be removed after 2018-01-01.
Instructions for updating:
Use `tf.profiler.profile(graph, run_meta, op_log, cmd, options)`. Build `options` with `tf.profiler.ProfileOptionBuilder`. See README.md for details
314 ops no flops stats due to incomplete shapes.
Parsing Inputs...
Incomplete shape.

=========================Options=============================
-max_depth 10000
-min_bytes 0
-min_peak_bytes 0
-min_residual_bytes 0
-min_output_bytes 0
-min_micros 0
-min_accelerator_micros 0
-min_cpu_micros 0
-min_params 0
-min_float_ops 0
-min_occurrence 0
-step -1
-order_by name
-account_type_regexes _trainable_variables
-start_name_regexes .*
-trim_name_regexes .*BatchNorm.*
-show_name_regexes .*
-hide_name_regexes
-account_displayed_op_only true
-select params
-output stdout:

==================Model Analysis Report======================
Incomplete shape.

Doc:
scope: The nodes in the model graph are organized by their names, which is hierarchical like filesystem.
param: Number of parameters (in the Variable).

Profile:
node name | # parameters
_TFProfRoot (--/62.11m params)
Conv (--/4.72m params)
Conv/biases (512, 512/512 params)
Conv/weights (3x3x1024x512, 4.72m/4.72m params)
FirstStageBoxPredictor (--/36.94k params)
FirstStageBoxPredictor/BoxEncodingPredictor (--/24.62k params)
FirstStageBoxPredictor/BoxEncodingPredictor/biases (48, 48/48 params)
FirstStageBoxPredictor/BoxEncodingPredictor/weights (1x1x512x48, 24.58k/24.58k params)
FirstStageBoxPredictor/ClassPredictor (--/12.31k params)
FirstStageBoxPredictor/ClassPredictor/biases (24, 24/24 params)
FirstStageBoxPredictor/ClassPredictor/weights (1x1x512x24, 12.29k/12.29k params)
FirstStageFeatureExtractor (--/42.39m params)
FirstStageFeatureExtractor/resnet_v1_101 (--/42.39m params)
FirstStageFeatureExtractor/resnet_v1_101/block1 (--/212.99k params)
FirstStageFeatureExtractor/resnet_v1_101/block1/unit_1 (--/73.73k params)
FirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1 (--/73.73k params)
FirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1 (--/4.10k params)
FirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/weights (1x1x64x64, 4.10k/4.10k params)
FirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2 (--/36.86k params)
FirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/weights (3x3x64x64, 36.86k/36.86k params)
FirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv3 (--/16.38k params)
FirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv3/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv3/weights (1x1x64x256, 16.38k/16.38k params)
FirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/shortcut (--/16.38k params)
FirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/shortcut/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/shortcut/weights (1x1x64x256, 16.38k/16.38k params)
FirstStageFeatureExtractor/resnet_v1_101/block1/unit_2 (--/69.63k params)
FirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1 (--/69.63k params)
FirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1 (--/16.38k params)
FirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/weights (1x1x256x64, 16.38k/16.38k params)
FirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2 (--/36.86k params)
FirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/weights (3x3x64x64, 36.86k/36.86k params)
FirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv3 (--/16.38k params)
FirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv3/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv3/weights (1x1x64x256, 16.38k/16.38k params)
FirstStageFeatureExtractor/resnet_v1_101/block1/unit_3 (--/69.63k params)
FirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1 (--/69.63k params)
FirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1 (--/16.38k params)
FirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/weights (1x1x256x64, 16.38k/16.38k params)
FirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2 (--/36.86k params)
FirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/weights (3x3x64x64, 36.86k/36.86k params)
FirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv3 (--/16.38k params)
FirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/weights (1x1x64x256, 16.38k/16.38k params)
FirstStageFeatureExtractor/resnet_v1_101/block2 (--/1.21m params)
FirstStageFeatureExtractor/resnet_v1_101/block2/unit_1 (--/376.83k params)
FirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1 (--/376.83k params)
FirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/conv1 (--/32.77k params)
FirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/conv1/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/conv1/weights (1x1x256x128, 32.77k/32.77k params)
FirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/conv2 (--/147.46k params)
FirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/conv2/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/conv2/weights (3x3x128x128, 147.46k/147.46k params)
FirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/conv3 (--/65.54k params)
FirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/conv3/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/conv3/weights (1x1x128x512, 65.54k/65.54k params)
FirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/shortcut (--/131.07k params)
FirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/shortcut/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/shortcut/weights (1x1x256x512, 131.07k/131.07k params)
FirstStageFeatureExtractor/resnet_v1_101/block2/unit_2 (--/278.53k params)
FirstStageFeatureExtractor/resnet_v1_101/block2/unit_2/bottleneck_v1 (--/278.53k params)
FirstStageFeatureExtractor/resnet_v1_101/block2/unit_2/bottleneck_v1/conv1 (--/65.54k params)
FirstStageFeatureExtractor/resnet_v1_101/block2/unit_2/bottleneck_v1/conv1/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block2/unit_2/bottleneck_v1/conv1/weights (1x1x512x128, 65.54k/65.54k params)
FirstStageFeatureExtractor/resnet_v1_101/block2/unit_2/bottleneck_v1/conv2 (--/147.46k params)
FirstStageFeatureExtractor/resnet_v1_101/block2/unit_2/bottleneck_v1/conv2/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block2/unit_2/bottleneck_v1/conv2/weights (3x3x128x128, 147.46k/147.46k params)
FirstStageFeatureExtractor/resnet_v1_101/block2/unit_2/bottleneck_v1/conv3 (--/65.54k params)
FirstStageFeatureExtractor/resnet_v1_101/block2/unit_2/bottleneck_v1/conv3/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block2/unit_2/bottleneck_v1/conv3/weights (1x1x128x512, 65.54k/65.54k params)
FirstStageFeatureExtractor/resnet_v1_101/block2/unit_3 (--/278.53k params)
FirstStageFeatureExtractor/resnet_v1_101/block2/unit_3/bottleneck_v1 (--/278.53k params)
FirstStageFeatureExtractor/resnet_v1_101/block2/unit_3/bottleneck_v1/conv1 (--/65.54k params)
FirstStageFeatureExtractor/resnet_v1_101/block2/unit_3/bottleneck_v1/conv1/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block2/unit_3/bottleneck_v1/conv1/weights (1x1x512x128, 65.54k/65.54k params)
FirstStageFeatureExtractor/resnet_v1_101/block2/unit_3/bottleneck_v1/conv2 (--/147.46k params)
FirstStageFeatureExtractor/resnet_v1_101/block2/unit_3/bottleneck_v1/conv2/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block2/unit_3/bottleneck_v1/conv2/weights (3x3x128x128, 147.46k/147.46k params)
FirstStageFeatureExtractor/resnet_v1_101/block2/unit_3/bottleneck_v1/conv3 (--/65.54k params)
FirstStageFeatureExtractor/resnet_v1_101/block2/unit_3/bottleneck_v1/conv3/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block2/unit_3/bottleneck_v1/conv3/weights (1x1x128x512, 65.54k/65.54k params)
FirstStageFeatureExtractor/resnet_v1_101/block2/unit_4 (--/278.53k params)
FirstStageFeatureExtractor/resnet_v1_101/block2/unit_4/bottleneck_v1 (--/278.53k params)
FirstStageFeatureExtractor/resnet_v1_101/block2/unit_4/bottleneck_v1/conv1 (--/65.54k params)
FirstStageFeatureExtractor/resnet_v1_101/block2/unit_4/bottleneck_v1/conv1/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block2/unit_4/bottleneck_v1/conv1/weights (1x1x512x128, 65.54k/65.54k params)
FirstStageFeatureExtractor/resnet_v1_101/block2/unit_4/bottleneck_v1/conv2 (--/147.46k params)
FirstStageFeatureExtractor/resnet_v1_101/block2/unit_4/bottleneck_v1/conv2/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block2/unit_4/bottleneck_v1/conv2/weights (3x3x128x128, 147.46k/147.46k params)
FirstStageFeatureExtractor/resnet_v1_101/block2/unit_4/bottleneck_v1/conv3 (--/65.54k params)
FirstStageFeatureExtractor/resnet_v1_101/block2/unit_4/bottleneck_v1/conv3/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block2/unit_4/bottleneck_v1/conv3/weights (1x1x128x512, 65.54k/65.54k params)
FirstStageFeatureExtractor/resnet_v1_101/block3 (--/26.02m params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_1 (--/1.51m params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1 (--/1.51m params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/conv1 (--/131.07k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/conv1/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/conv1/weights (1x1x512x256, 131.07k/131.07k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/conv2 (--/589.82k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/conv2/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/conv2/weights (3x3x256x256, 589.82k/589.82k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/conv3 (--/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/conv3/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/conv3/weights (1x1x256x1024, 262.14k/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/shortcut (--/524.29k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/shortcut/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/shortcut/weights (1x1x512x1024, 524.29k/524.29k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_10 (--/1.11m params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_10/bottleneck_v1 (--/1.11m params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_10/bottleneck_v1/conv1 (--/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_10/bottleneck_v1/conv1/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_10/bottleneck_v1/conv1/weights (1x1x1024x256, 262.14k/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_10/bottleneck_v1/conv2 (--/589.82k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_10/bottleneck_v1/conv2/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_10/bottleneck_v1/conv2/weights (3x3x256x256, 589.82k/589.82k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_10/bottleneck_v1/conv3 (--/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_10/bottleneck_v1/conv3/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_10/bottleneck_v1/conv3/weights (1x1x256x1024, 262.14k/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_11 (--/1.11m params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_11/bottleneck_v1 (--/1.11m params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_11/bottleneck_v1/conv1 (--/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_11/bottleneck_v1/conv1/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_11/bottleneck_v1/conv1/weights (1x1x1024x256, 262.14k/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_11/bottleneck_v1/conv2 (--/589.82k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_11/bottleneck_v1/conv2/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_11/bottleneck_v1/conv2/weights (3x3x256x256, 589.82k/589.82k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_11/bottleneck_v1/conv3 (--/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_11/bottleneck_v1/conv3/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_11/bottleneck_v1/conv3/weights (1x1x256x1024, 262.14k/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_12 (--/1.11m params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_12/bottleneck_v1 (--/1.11m params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_12/bottleneck_v1/conv1 (--/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_12/bottleneck_v1/conv1/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_12/bottleneck_v1/conv1/weights (1x1x1024x256, 262.14k/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_12/bottleneck_v1/conv2 (--/589.82k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_12/bottleneck_v1/conv2/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_12/bottleneck_v1/conv2/weights (3x3x256x256, 589.82k/589.82k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_12/bottleneck_v1/conv3 (--/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_12/bottleneck_v1/conv3/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_12/bottleneck_v1/conv3/weights (1x1x256x1024, 262.14k/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_13 (--/1.11m params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1 (--/1.11m params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1/conv1 (--/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1/conv1/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1/conv1/weights (1x1x1024x256, 262.14k/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1/conv2 (--/589.82k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1/conv2/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1/conv2/weights (3x3x256x256, 589.82k/589.82k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1/conv3 (--/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1/conv3/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1/conv3/weights (1x1x256x1024, 262.14k/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_14 (--/1.11m params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1 (--/1.11m params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv1 (--/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv1/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv1/weights (1x1x1024x256, 262.14k/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv2 (--/589.82k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv2/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv2/weights (3x3x256x256, 589.82k/589.82k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv3 (--/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv3/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv3/weights (1x1x256x1024, 262.14k/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_15 (--/1.11m params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1 (--/1.11m params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1/conv1 (--/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1/conv1/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1/conv1/weights (1x1x1024x256, 262.14k/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1/conv2 (--/589.82k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1/conv2/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1/conv2/weights (3x3x256x256, 589.82k/589.82k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1/conv3 (--/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1/conv3/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1/conv3/weights (1x1x256x1024, 262.14k/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_16 (--/1.11m params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_16/bottleneck_v1 (--/1.11m params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_16/bottleneck_v1/conv1 (--/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_16/bottleneck_v1/conv1/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_16/bottleneck_v1/conv1/weights (1x1x1024x256, 262.14k/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_16/bottleneck_v1/conv2 (--/589.82k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_16/bottleneck_v1/conv2/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_16/bottleneck_v1/conv2/weights (3x3x256x256, 589.82k/589.82k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_16/bottleneck_v1/conv3 (--/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_16/bottleneck_v1/conv3/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_16/bottleneck_v1/conv3/weights (1x1x256x1024, 262.14k/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_17 (--/1.11m params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1 (--/1.11m params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv1 (--/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv1/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv1/weights (1x1x1024x256, 262.14k/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv2 (--/589.82k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv2/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv2/weights (3x3x256x256, 589.82k/589.82k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv3 (--/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv3/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv3/weights (1x1x256x1024, 262.14k/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_18 (--/1.11m params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1 (--/1.11m params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv1 (--/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv1/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv1/weights (1x1x1024x256, 262.14k/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv2 (--/589.82k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv2/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv2/weights (3x3x256x256, 589.82k/589.82k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv3 (--/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv3/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv3/weights (1x1x256x1024, 262.14k/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_19 (--/1.11m params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1 (--/1.11m params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv1 (--/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv1/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv1/weights (1x1x1024x256, 262.14k/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv2 (--/589.82k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv2/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv2/weights (3x3x256x256, 589.82k/589.82k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv3 (--/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv3/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv3/weights (1x1x256x1024, 262.14k/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_2 (--/1.11m params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_2/bottleneck_v1 (--/1.11m params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_2/bottleneck_v1/conv1 (--/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_2/bottleneck_v1/conv1/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_2/bottleneck_v1/conv1/weights (1x1x1024x256, 262.14k/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_2/bottleneck_v1/conv2 (--/589.82k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_2/bottleneck_v1/conv2/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_2/bottleneck_v1/conv2/weights (3x3x256x256, 589.82k/589.82k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_2/bottleneck_v1/conv3 (--/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_2/bottleneck_v1/conv3/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_2/bottleneck_v1/conv3/weights (1x1x256x1024, 262.14k/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_20 (--/1.11m params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1 (--/1.11m params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv1 (--/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv1/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv1/weights (1x1x1024x256, 262.14k/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv2 (--/589.82k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv2/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv2/weights (3x3x256x256, 589.82k/589.82k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv3 (--/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv3/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv3/weights (1x1x256x1024, 262.14k/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_21 (--/1.11m params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1 (--/1.11m params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv1 (--/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv1/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv1/weights (1x1x1024x256, 262.14k/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv2 (--/589.82k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv2/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv2/weights (3x3x256x256, 589.82k/589.82k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv3 (--/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv3/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv3/weights (1x1x256x1024, 262.14k/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_22 (--/1.11m params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_22/bottleneck_v1 (--/1.11m params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_22/bottleneck_v1/conv1 (--/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_22/bottleneck_v1/conv1/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_22/bottleneck_v1/conv1/weights (1x1x1024x256, 262.14k/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_22/bottleneck_v1/conv2 (--/589.82k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_22/bottleneck_v1/conv2/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_22/bottleneck_v1/conv2/weights (3x3x256x256, 589.82k/589.82k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_22/bottleneck_v1/conv3 (--/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_22/bottleneck_v1/conv3/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_22/bottleneck_v1/conv3/weights (1x1x256x1024, 262.14k/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_23 (--/1.11m params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_23/bottleneck_v1 (--/1.11m params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_23/bottleneck_v1/conv1 (--/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_23/bottleneck_v1/conv1/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_23/bottleneck_v1/conv1/weights (1x1x1024x256, 262.14k/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_23/bottleneck_v1/conv2 (--/589.82k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_23/bottleneck_v1/conv2/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_23/bottleneck_v1/conv2/weights (3x3x256x256, 589.82k/589.82k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_23/bottleneck_v1/conv3 (--/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_23/bottleneck_v1/conv3/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_23/bottleneck_v1/conv3/weights (1x1x256x1024, 262.14k/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_3 (--/1.11m params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_3/bottleneck_v1 (--/1.11m params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_3/bottleneck_v1/conv1 (--/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_3/bottleneck_v1/conv1/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_3/bottleneck_v1/conv1/weights (1x1x1024x256, 262.14k/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_3/bottleneck_v1/conv2 (--/589.82k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_3/bottleneck_v1/conv2/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_3/bottleneck_v1/conv2/weights (3x3x256x256, 589.82k/589.82k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_3/bottleneck_v1/conv3 (--/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_3/bottleneck_v1/conv3/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_3/bottleneck_v1/conv3/weights (1x1x256x1024, 262.14k/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_4 (--/1.11m params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_4/bottleneck_v1 (--/1.11m params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_4/bottleneck_v1/conv1 (--/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_4/bottleneck_v1/conv1/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_4/bottleneck_v1/conv1/weights (1x1x1024x256, 262.14k/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_4/bottleneck_v1/conv2 (--/589.82k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_4/bottleneck_v1/conv2/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_4/bottleneck_v1/conv2/weights (3x3x256x256, 589.82k/589.82k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_4/bottleneck_v1/conv3 (--/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_4/bottleneck_v1/conv3/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_4/bottleneck_v1/conv3/weights (1x1x256x1024, 262.14k/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_5 (--/1.11m params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_5/bottleneck_v1 (--/1.11m params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_5/bottleneck_v1/conv1 (--/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_5/bottleneck_v1/conv1/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_5/bottleneck_v1/conv1/weights (1x1x1024x256, 262.14k/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_5/bottleneck_v1/conv2 (--/589.82k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_5/bottleneck_v1/conv2/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_5/bottleneck_v1/conv2/weights (3x3x256x256, 589.82k/589.82k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_5/bottleneck_v1/conv3 (--/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_5/bottleneck_v1/conv3/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_5/bottleneck_v1/conv3/weights (1x1x256x1024, 262.14k/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_6 (--/1.11m params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_6/bottleneck_v1 (--/1.11m params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_6/bottleneck_v1/conv1 (--/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_6/bottleneck_v1/conv1/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_6/bottleneck_v1/conv1/weights (1x1x1024x256, 262.14k/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_6/bottleneck_v1/conv2 (--/589.82k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_6/bottleneck_v1/conv2/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_6/bottleneck_v1/conv2/weights (3x3x256x256, 589.82k/589.82k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_6/bottleneck_v1/conv3 (--/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_6/bottleneck_v1/conv3/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_6/bottleneck_v1/conv3/weights (1x1x256x1024, 262.14k/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_7 (--/1.11m params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_7/bottleneck_v1 (--/1.11m params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_7/bottleneck_v1/conv1 (--/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_7/bottleneck_v1/conv1/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_7/bottleneck_v1/conv1/weights (1x1x1024x256, 262.14k/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_7/bottleneck_v1/conv2 (--/589.82k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_7/bottleneck_v1/conv2/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_7/bottleneck_v1/conv2/weights (3x3x256x256, 589.82k/589.82k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_7/bottleneck_v1/conv3 (--/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_7/bottleneck_v1/conv3/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_7/bottleneck_v1/conv3/weights (1x1x256x1024, 262.14k/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_8 (--/1.11m params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_8/bottleneck_v1 (--/1.11m params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_8/bottleneck_v1/conv1 (--/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_8/bottleneck_v1/conv1/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_8/bottleneck_v1/conv1/weights (1x1x1024x256, 262.14k/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_8/bottleneck_v1/conv2 (--/589.82k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_8/bottleneck_v1/conv2/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_8/bottleneck_v1/conv2/weights (3x3x256x256, 589.82k/589.82k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_8/bottleneck_v1/conv3 (--/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_8/bottleneck_v1/conv3/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_8/bottleneck_v1/conv3/weights (1x1x256x1024, 262.14k/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_9 (--/1.11m params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_9/bottleneck_v1 (--/1.11m params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_9/bottleneck_v1/conv1 (--/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_9/bottleneck_v1/conv1/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_9/bottleneck_v1/conv1/weights (1x1x1024x256, 262.14k/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_9/bottleneck_v1/conv2 (--/589.82k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_9/bottleneck_v1/conv2/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_9/bottleneck_v1/conv2/weights (3x3x256x256, 589.82k/589.82k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_9/bottleneck_v1/conv3 (--/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_9/bottleneck_v1/conv3/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block3/unit_9/bottleneck_v1/conv3/weights (1x1x256x1024, 262.14k/262.14k params)
FirstStageFeatureExtractor/resnet_v1_101/block4 (--/14.94m params)
FirstStageFeatureExtractor/resnet_v1_101/block4/unit_1 (--/6.03m params)
FirstStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1 (--/6.03m params)
FirstStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/conv1 (--/524.29k params)
FirstStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/conv1/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/conv1/weights (1x1x1024x512, 524.29k/524.29k params)
FirstStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/conv2 (--/2.36m params)
FirstStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/conv2/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/conv2/weights (3x3x512x512, 2.36m/2.36m params)
FirstStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/conv3 (--/1.05m params)
FirstStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/conv3/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/conv3/weights (1x1x512x2048, 1.05m/1.05m params)
FirstStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/shortcut (--/2.10m params)
FirstStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/shortcut/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/shortcut/weights (1x1x1024x2048, 2.10m/2.10m params)
FirstStageFeatureExtractor/resnet_v1_101/block4/unit_2 (--/4.46m params)
FirstStageFeatureExtractor/resnet_v1_101/block4/unit_2/bottleneck_v1 (--/4.46m params)
FirstStageFeatureExtractor/resnet_v1_101/block4/unit_2/bottleneck_v1/conv1 (--/1.05m params)
FirstStageFeatureExtractor/resnet_v1_101/block4/unit_2/bottleneck_v1/conv1/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block4/unit_2/bottleneck_v1/conv1/weights (1x1x2048x512, 1.05m/1.05m params)
FirstStageFeatureExtractor/resnet_v1_101/block4/unit_2/bottleneck_v1/conv2 (--/2.36m params)
FirstStageFeatureExtractor/resnet_v1_101/block4/unit_2/bottleneck_v1/conv2/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block4/unit_2/bottleneck_v1/conv2/weights (3x3x512x512, 2.36m/2.36m params)
FirstStageFeatureExtractor/resnet_v1_101/block4/unit_2/bottleneck_v1/conv3 (--/1.05m params)
FirstStageFeatureExtractor/resnet_v1_101/block4/unit_2/bottleneck_v1/conv3/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block4/unit_2/bottleneck_v1/conv3/weights (1x1x512x2048, 1.05m/1.05m params)
FirstStageFeatureExtractor/resnet_v1_101/block4/unit_3 (--/4.46m params)
FirstStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1 (--/4.46m params)
FirstStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv1 (--/1.05m params)
FirstStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv1/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv1/weights (1x1x2048x512, 1.05m/1.05m params)
FirstStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv2 (--/2.36m params)
FirstStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv2/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv2/weights (3x3x512x512, 2.36m/2.36m params)
FirstStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3 (--/1.05m params)
FirstStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/weights (1x1x512x2048, 1.05m/1.05m params)
FirstStageFeatureExtractor/resnet_v1_101/conv1 (--/9.41k params)
FirstStageFeatureExtractor/resnet_v1_101/conv1/BatchNorm (--/0 params)
FirstStageFeatureExtractor/resnet_v1_101/conv1/weights (7x7x3x64, 9.41k/9.41k params)
SecondStageBoxPredictor (--/12.29k params)
SecondStageBoxPredictor/BoxEncodingPredictor (--/8.20k params)
SecondStageBoxPredictor/BoxEncodingPredictor/biases (4, 4/4 params)
SecondStageBoxPredictor/BoxEncodingPredictor/weights (2048x4, 8.19k/8.19k params)
SecondStageBoxPredictor/ClassPredictor (--/4.10k params)
SecondStageBoxPredictor/ClassPredictor/biases (2, 2/2 params)
SecondStageBoxPredictor/ClassPredictor/weights (2048x2, 4.10k/4.10k params)
SecondStageFeatureExtractor (--/14.94m params)
SecondStageFeatureExtractor/resnet_v1_101 (--/14.94m params)
SecondStageFeatureExtractor/resnet_v1_101/block4 (--/14.94m params)
SecondStageFeatureExtractor/resnet_v1_101/block4/unit_1 (--/6.03m params)
SecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1 (--/6.03m params)
SecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/conv1 (--/524.29k params)
SecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/conv1/BatchNorm (--/0 params)
SecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/conv1/weights (1x1x1024x512, 524.29k/524.29k params)
SecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/conv2 (--/2.36m params)
SecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/conv2/BatchNorm (--/0 params)
SecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/conv2/weights (3x3x512x512, 2.36m/2.36m params)
SecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/conv3 (--/1.05m params)
SecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/conv3/BatchNorm (--/0 params)
SecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/conv3/weights (1x1x512x2048, 1.05m/1.05m params)
SecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/shortcut (--/2.10m params)
SecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/shortcut/BatchNorm (--/0 params)
SecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/shortcut/weights (1x1x1024x2048, 2.10m/2.10m params)
SecondStageFeatureExtractor/resnet_v1_101/block4/unit_2 (--/4.46m params)
SecondStageFeatureExtractor/resnet_v1_101/block4/unit_2/bottleneck_v1 (--/4.46m params)
SecondStageFeatureExtractor/resnet_v1_101/block4/unit_2/bottleneck_v1/conv1 (--/1.05m params)
SecondStageFeatureExtractor/resnet_v1_101/block4/unit_2/bottleneck_v1/conv1/BatchNorm (--/0 params)
SecondStageFeatureExtractor/resnet_v1_101/block4/unit_2/bottleneck_v1/conv1/weights (1x1x2048x512, 1.05m/1.05m params)
SecondStageFeatureExtractor/resnet_v1_101/block4/unit_2/bottleneck_v1/conv2 (--/2.36m params)
SecondStageFeatureExtractor/resnet_v1_101/block4/unit_2/bottleneck_v1/conv2/BatchNorm (--/0 params)
SecondStageFeatureExtractor/resnet_v1_101/block4/unit_2/bottleneck_v1/conv2/weights (3x3x512x512, 2.36m/2.36m params)
SecondStageFeatureExtractor/resnet_v1_101/block4/unit_2/bottleneck_v1/conv3 (--/1.05m params)
SecondStageFeatureExtractor/resnet_v1_101/block4/unit_2/bottleneck_v1/conv3/BatchNorm (--/0 params)
SecondStageFeatureExtractor/resnet_v1_101/block4/unit_2/bottleneck_v1/conv3/weights (1x1x512x2048, 1.05m/1.05m params)
SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3 (--/4.46m params)
SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1 (--/4.46m params)
SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv1 (--/1.05m params)
SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv1/BatchNorm (--/0 params)
SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv1/weights (1x1x2048x512, 1.05m/1.05m params)
SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv2 (--/2.36m params)
SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv2/BatchNorm (--/0 params)
SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv2/weights (3x3x512x512, 2.36m/2.36m params)
SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3 (--/1.05m params)
SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm (--/0 params)
SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/weights (1x1x512x2048, 1.05m/1.05m params)

======================End of Report==========================
314 ops no flops stats due to incomplete shapes.
Parsing Inputs...
Incomplete shape.

=========================Options=============================
-max_depth 10000
-min_bytes 0
-min_peak_bytes 0
-min_residual_bytes 0
-min_output_bytes 0
-min_micros 0
-min_accelerator_micros 0
-min_cpu_micros 0
-min_params 0
-min_float_ops 1
-min_occurrence 0
-step -1
-order_by float_ops
-account_type_regexes .*
-start_name_regexes .*
-trim_name_regexes .*BatchNorm.*,.*Initializer.*,.*Regularizer.*,.*BiasAdd.*
-show_name_regexes .*
-hide_name_regexes
-account_displayed_op_only true
-select float_ops
-output stdout:

==================Model Analysis Report======================
Incomplete shape.

Doc:
scope: The nodes in the model graph are organized by their names, which is hierarchical like filesystem.
flops: Number of float operations. Note: Please read the implementation for the math behind it.

Profile:
node name | # float_ops
_TFProfRoot (--/6.19k flops)
SecondStagePostprocessor/map/while/ClipToWindow/Maximum_2 (300/300 flops)
map/while/ToNormalizedCoordinates/Scale/mul_3 (300/300 flops)
SecondStagePostprocessor/map/while/ToNormalizedCoordinates/Scale/mul_2 (300/300 flops)
SecondStagePostprocessor/map/while/ToNormalizedCoordinates/Scale/mul_3 (300/300 flops)
SecondStagePostprocessor/map/while/ClipToWindow/Minimum_3 (300/300 flops)
SecondStagePostprocessor/map/while/ClipToWindow/Minimum_1 (300/300 flops)
SecondStagePostprocessor/map/while/ClipToWindow/Minimum (300/300 flops)
SecondStagePostprocessor/map/while/ClipToWindow/Maximum_3 (300/300 flops)
map/while/ToNormalizedCoordinates/Scale/mul_2 (300/300 flops)
map/while/ToNormalizedCoordinates/Scale/mul_1 (300/300 flops)
map/while/ToNormalizedCoordinates/Scale/mul (300/300 flops)
SecondStagePostprocessor/map/while/ClipToWindow/Maximum_1 (300/300 flops)
SecondStagePostprocessor/map/while/ToNormalizedCoordinates/Scale/mul (300/300 flops)
SecondStagePostprocessor/map/while/ClipToWindow/Maximum (300/300 flops)
SecondStagePostprocessor/map/while/ClipToWindow/Minimum_2 (300/300 flops)
map_2/while/mul (300/300 flops)
map_2/while/mul_1 (300/300 flops)
map_2/while/mul_2 (300/300 flops)
map_2/while/mul_3 (300/300 flops)
SecondStagePostprocessor/map/while/ToNormalizedCoordinates/Scale/mul_1 (300/300 flops)
GridAnchorGenerator/mul (12/12 flops)
GridAnchorGenerator/mul_1 (12/12 flops)
GridAnchorGenerator/mul_2 (12/12 flops)
GridAnchorGenerator/truediv (12/12 flops)
FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block4/unit_1/bottleneck_v1/conv2/required_space_to_batch_paddings/sub (2/2 flops)
FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block4/unit_3/bottleneck_v1/conv2/required_space_to_batch_paddings/add_1 (2/2 flops)
FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block4/unit_1/bottleneck_v1/conv2/required_space_to_batch_paddings/add_2 (2/2 flops)
FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block4/unit_1/bottleneck_v1/conv2/required_space_to_batch_paddings/add_1 (2/2 flops)
FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block4/unit_1/bottleneck_v1/conv2/required_space_to_batch_paddings/add (2/2 flops)
FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block4/unit_2/bottleneck_v1/conv2/required_space_to_batch_paddings/add (2/2 flops)
FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block4/unit_2/bottleneck_v1/conv2/required_space_to_batch_paddings/add_1 (2/2 flops)
FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block4/unit_2/bottleneck_v1/conv2/required_space_to_batch_paddings/add_2 (2/2 flops)
FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block4/unit_2/bottleneck_v1/conv2/required_space_to_batch_paddings/sub (2/2 flops)
FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block4/unit_3/bottleneck_v1/conv2/required_space_to_batch_paddings/add (2/2 flops)
FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block4/unit_3/bottleneck_v1/conv2/required_space_to_batch_paddings/add_2 (2/2 flops)
FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block4/unit_3/bottleneck_v1/conv2/required_space_to_batch_paddings/sub (2/2 flops)
SecondStagePostprocessor/Decode/get_center_coordinates_and_sizes/transpose/sub (1/1 flops)
SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/map/while/add_1 (1/1 flops)
SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/map/while/MultiClassNonMaxSuppression/sub (1/1 flops)
SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/sub_11 (1/1 flops)
SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/map/while/MultiClassNonMaxSuppression/ChangeCoordinateFrame/sub_1 (1/1 flops)
SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/Greater (1/1 flops)
SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/Greater_1 (1/1 flops)
SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/Greater_2 (1/1 flops)
SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/Greater_3 (1/1 flops)
SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/Greater_4 (1/1 flops)
SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/Greater_5 (1/1 flops)
SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/Greater_6 (1/1 flops)
SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/sub (1/1 flops)
SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/sub_1 (1/1 flops)
SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/sub_10 (1/1 flops)
SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/map/while/add (1/1 flops)
SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/sub_12 (1/1 flops)
SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/sub_13 (1/1 flops)
SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/sub_2 (1/1 flops)
SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/sub_3 (1/1 flops)
SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/sub_4 (1/1 flops)
SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/sub_5 (1/1 flops)
SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/sub_6 (1/1 flops)
SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/sub_7 (1/1 flops)
SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/sub_8 (1/1 flops)
SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/sub_9 (1/1 flops)
map/while/add (1/1 flops)
mul (1/1 flops)
map_2/while/add_1 (1/1 flops)
map_2/while/add (1/1 flops)
map_2/while/Less_1 (1/1 flops)
map_2/while/Less (1/1 flops)
map_1/while/add_1 (1/1 flops)
map_1/while/add (1/1 flops)
map_1/while/ToNormalizedCoordinates/truediv_1 (1/1 flops)
map_1/while/ToNormalizedCoordinates/truediv (1/1 flops)
map_1/while/Less_1 (1/1 flops)
map_1/while/Less (1/1 flops)
map/while/add_1 (1/1 flops)
SecondStagePostprocessor/Decode/transpose/sub (1/1 flops)
map/while/ToNormalizedCoordinates/truediv_1 (1/1 flops)
map/while/ToNormalizedCoordinates/truediv (1/1 flops)
map/while/Less_1 (1/1 flops)
map/while/Less (1/1 flops)
SecondStagePostprocessor/map/while/add_1 (1/1 flops)
SecondStagePostprocessor/map/while/add (1/1 flops)
SecondStagePostprocessor/map/while/ToNormalizedCoordinates/truediv_1 (1/1 flops)
SecondStagePostprocessor/map/while/ToNormalizedCoordinates/truediv (1/1 flops)
SecondStagePostprocessor/map/while/Less_1 (1/1 flops)
SecondStagePostprocessor/map/while/Less (1/1 flops)
SecondStagePostprocessor/Decode/transpose_1/sub (1/1 flops)
BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/sub_7 (1/1 flops)
BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/sub_11 (1/1 flops)
BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/sub_12 (1/1 flops)
BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/sub_13 (1/1 flops)
BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/sub_2 (1/1 flops)
BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/sub_3 (1/1 flops)
BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/sub_4 (1/1 flops)
BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/sub_5 (1/1 flops)
BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/sub_6 (1/1 flops)
BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/sub_10 (1/1 flops)
BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/sub_8 (1/1 flops)
BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/sub_9 (1/1 flops)
BatchMultiClassNonMaxSuppression/map/while/add (1/1 flops)
BatchMultiClassNonMaxSuppression/map/while/add_1 (1/1 flops)
BatchMultiClassNonMaxSuppression/ones/Less (1/1 flops)
Decode/get_center_coordinates_and_sizes/transpose/sub (1/1 flops)
Decode/transpose/sub (1/1 flops)
Decode/transpose_1/sub (1/1 flops)
BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/Greater (1/1 flops)
BatchMultiClassNonMaxSuppression/map/while/Less_1 (1/1 flops)
BatchMultiClassNonMaxSuppression/map/while/MultiClassNonMaxSuppression/Greater (1/1 flops)
BatchMultiClassNonMaxSuppression/map/while/MultiClassNonMaxSuppression/Minimum (1/1 flops)
BatchMultiClassNonMaxSuppression/map/while/MultiClassNonMaxSuppression/Minimum_1 (1/1 flops)
BatchMultiClassNonMaxSuppression/map/while/MultiClassNonMaxSuppression/SortByField/Equal (1/1 flops)
BatchMultiClassNonMaxSuppression/map/while/MultiClassNonMaxSuppression/SortByField_1/Equal (1/1 flops)
BatchMultiClassNonMaxSuppression/map/while/MultiClassNonMaxSuppression/add (1/1 flops)
BatchMultiClassNonMaxSuppression/map/while/MultiClassNonMaxSuppression/sub (1/1 flops)
FirstStageFeatureExtractor/GreaterEqual (1/1 flops)
BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/Greater_1 (1/1 flops)
BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/Greater_2 (1/1 flops)
BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/Greater_3 (1/1 flops)
BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/Greater_4 (1/1 flops)
BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/Greater_5 (1/1 flops)
BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/Greater_6 (1/1 flops)
BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/sub (1/1 flops)
BatchMultiClassNonMaxSuppression/map/while/PadOrClipBoxList/sub_1 (1/1 flops)
SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/map/while/MultiClassNonMaxSuppression/ChangeCoordinateFrame/sub (1/1 flops)
Preprocessor/map/while/ResizeToRange/cond/resize_images_1/mul_1 (1/1 flops)
Preprocessor/map/while/ResizeToRange/cond/resize_images_1/truediv (1/1 flops)
Preprocessor/map/while/ResizeToRange/cond/resize_images_1/truediv_1 (1/1 flops)
Preprocessor/map/while/add (1/1 flops)
Preprocessor/map/while/add_1 (1/1 flops)
SecondStageDetectionFeaturesExtract/mul (1/1 flops)
SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/map/while/Less (1/1 flops)
SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/map/while/Less_1 (1/1 flops)
Preprocessor/map/while/ResizeToRange/cond/resize_images_1/mul (1/1 flops)
BatchMultiClassNonMaxSuppression/map/while/Less (1/1 flops)
SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/map/while/MultiClassNonMaxSuppression/ChangeCoordinateFrame/truediv (1/1 flops)
SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/map/while/MultiClassNonMaxSuppression/ChangeCoordinateFrame/truediv_1 (1/1 flops)
SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/map/while/MultiClassNonMaxSuppression/Greater (1/1 flops)
SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/map/while/MultiClassNonMaxSuppression/Minimum (1/1 flops)
SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/map/while/MultiClassNonMaxSuppression/Minimum_1 (1/1 flops)
SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/map/while/MultiClassNonMaxSuppression/SortByField/Equal (1/1 flops)
SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/map/while/MultiClassNonMaxSuppression/SortByField_1/Equal (1/1 flops)
Preprocessor/map/while/Less_1 (1/1 flops)
FirstStageFeatureExtractor/GreaterEqual_1 (1/1 flops)
GridAnchorGenerator/add_3 (1/1 flops)
GridAnchorGenerator/add_4 (1/1 flops)
GridAnchorGenerator/assert_equal/Equal (1/1 flops)
GridAnchorGenerator/mul_7 (1/1 flops)
GridAnchorGenerator/mul_8 (1/1 flops)
GridAnchorGenerator/zeros/Less (1/1 flops)
Preprocessor/map/while/Less (1/1 flops)
SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/map/while/MultiClassNonMaxSuppression/add (1/1 flops)
Preprocessor/map/while/ResizeToRange/Less (1/1 flops)
Preprocessor/map/while/ResizeToRange/cond/resize_images/Minimum (1/1 flops)
Preprocessor/map/while/ResizeToRange/cond/resize_images/mul (1/1 flops)
Preprocessor/map/while/ResizeToRange/cond/resize_images/mul_1 (1/1 flops)
Preprocessor/map/while/ResizeToRange/cond/resize_images/truediv (1/1 flops)
Preprocessor/map/while/ResizeToRange/cond/resize_images/truediv_1 (1/1 flops)
Preprocessor/map/while/ResizeToRange/cond/resize_images_1/Minimum (1/1 flops)

======================End of Report==========================
2019-09-11 07:59:47.418803: I tensorflow/core/platform/cpu_feature_guard.cc:141] Your CPU supports instructions that this TensorFlow binary was not compiled to use: AVX2 FMA
(t20190518) luo@luo-All-Series:/dev/disk_2019/mask_rcnn_20190518/Mask_RCNN_20190902/models/research/object_detection$
(t20190518) luo@luo-All-Series:/dev/disk_2019/mask_rcnn_20190518/Mask_RCNN_20190902/models/research/object_detection$
(t20190518) luo@luo-All-Series:/dev/disk_2019/mask_rcnn_20190518/Mask_RCNN_20190902/models/research/object_detection$
(t20190518) luo@luo-All-Series:/dev/disk_2019/mask_rcnn_20190518/Mask_RCNN_20190902/models/research/object_detection$
(t20190518) luo@luo-All-Series:/dev/disk_2019/mask_rcnn_20190518/Mask_RCNN_20190902/models/research/object_detection$
(t20190518) luo@luo-All-Series:/dev/disk_2019/mask_rcnn_20190518/Mask_RCNN_20190902/models/research/object_detection$