23b719w commited on
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Delete run1

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run1/checkpoint/checkpoint DELETED
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- model_checkpoint_path: "ckpt-0"
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- all_model_checkpoint_paths: "ckpt-0"
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- all_model_checkpoint_timestamps: 1704165150.6033304
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- last_preserved_timestamp: 1704165149.446715
 
 
 
 
 
run1/checkpoint/ckpt-0.data-00000-of-00001 DELETED
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run1/checkpoint/ckpt-0.index DELETED
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run1/pipeline.config DELETED
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- model {
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- ssd {
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- num_classes: 2
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- image_resizer {
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- fixed_shape_resizer {
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- height: 300
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- width: 300
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- }
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- }
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- feature_extractor {
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- type: "ssd_mobilenet_v2_keras"
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- depth_multiplier: 1.0
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- min_depth: 16
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- conv_hyperparams {
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- regularizer {
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- l2_regularizer {
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- weight: 4e-05
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- }
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- }
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- initializer {
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- truncated_normal_initializer {
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- mean: 0.0
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- stddev: 0.03
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- }
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- }
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- activation: RELU_6
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- batch_norm {
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- decay: 0.97
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- center: true
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- scale: true
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- epsilon: 0.001
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- train: true
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- }
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- }
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- override_base_feature_extractor_hyperparams: true
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- }
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- box_coder {
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- faster_rcnn_box_coder {
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- y_scale: 10.0
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- x_scale: 10.0
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- height_scale: 5.0
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- width_scale: 5.0
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- }
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- }
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- matcher {
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- argmax_matcher {
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- matched_threshold: 0.5
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- unmatched_threshold: 0.5
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- ignore_thresholds: false
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- negatives_lower_than_unmatched: true
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- force_match_for_each_row: true
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- use_matmul_gather: true
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- }
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- }
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- similarity_calculator {
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- iou_similarity {
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- }
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- }
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- box_predictor {
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- convolutional_box_predictor {
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- conv_hyperparams {
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- regularizer {
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- l2_regularizer {
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- weight: 4e-05
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- }
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- }
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- initializer {
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- random_normal_initializer {
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- mean: 0.0
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- stddev: 0.01
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- }
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- }
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- activation: RELU_6
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- batch_norm {
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- decay: 0.97
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- center: true
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- scale: true
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- epsilon: 0.001
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- train: true
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- }
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- }
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- min_depth: 0
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- max_depth: 0
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- num_layers_before_predictor: 0
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- use_dropout: false
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- dropout_keep_probability: 0.8
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- kernel_size: 1
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- box_code_size: 4
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- apply_sigmoid_to_scores: false
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- class_prediction_bias_init: -4.6
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- }
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- }
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- anchor_generator {
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- ssd_anchor_generator {
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- num_layers: 6
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- min_scale: 0.2
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- max_scale: 0.95
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- aspect_ratios: 1.0
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- aspect_ratios: 2.0
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- aspect_ratios: 0.5
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- aspect_ratios: 3.0
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- aspect_ratios: 0.3333
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- }
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- }
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- post_processing {
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- batch_non_max_suppression {
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- score_threshold: 1e-08
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- iou_threshold: 0.6
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- max_detections_per_class: 100
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- max_total_detections: 100
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- use_static_shapes: false
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- }
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- score_converter: SIGMOID
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- }
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- normalize_loss_by_num_matches: true
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- loss {
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- localization_loss {
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- weighted_smooth_l1 {
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- delta: 1.0
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- }
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- }
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- classification_loss {
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- weighted_sigmoid_focal {
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- gamma: 2.0
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- alpha: 0.75
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- }
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- }
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- classification_weight: 1.0
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- localization_weight: 1.0
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- }
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- encode_background_as_zeros: true
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- normalize_loc_loss_by_codesize: true
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- inplace_batchnorm_update: true
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- freeze_batchnorm: false
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- }
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- }
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- train_config {
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- batch_size: 10
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- data_augmentation_options {
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- random_horizontal_flip {
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- }
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- }
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- data_augmentation_options {
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- ssd_random_crop {
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- }
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- }
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- sync_replicas: true
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- optimizer {
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- momentum_optimizer {
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- learning_rate {
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- cosine_decay_learning_rate {
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- learning_rate_base: 0.04
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- total_steps: 25000
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- warmup_learning_rate: 0.013333
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- warmup_steps: 2000
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- }
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- }
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- momentum_optimizer_value: 0.9
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- }
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- use_moving_average: false
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- }
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- fine_tune_checkpoint: "/home/ubuntu/assignment2_project/pretrained_models/ssd_mobilenet_v2_320x320_coco17_tpu-8/checkpoint/ckpt-0"
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- num_steps: 50000
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- startup_delay_steps: 0.0
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- replicas_to_aggregate: 8
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- max_number_of_boxes: 100
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- unpad_groundtruth_tensors: false
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- fine_tune_checkpoint_type: "detection"
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- use_bfloat16: false
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- fine_tune_checkpoint_version: V2
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- }
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- train_input_reader {
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- label_map_path: "/home/ubuntu/assignment2_project/data/label_map.pbtxt"
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- tf_record_input_reader {
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- input_path: "/home/ubuntu/assignment2_project/data/train.record"
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- }
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- }
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- eval_config {
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- metrics_set: "coco_detection_metrics"
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- use_moving_averages: false
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- }
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- eval_input_reader {
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- label_map_path: "/home/ubuntu/assignment2_project/data/label_map.pbtxt"
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- shuffle: false
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- num_epochs: 1
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- tf_record_input_reader {
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- input_path: "/home/ubuntu/assignment2_project/data/val.record"
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- }
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- }
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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run1/saved_model/variables/variables.data-00000-of-00001 DELETED
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run1/saved_model/variables/variables.index DELETED
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