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@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+exported_object_detection_model/variables/variables.data-00000-of-00001 filter=lfs diff=lfs merge=lfs -text

exported_object_detection_model/fingerprint.pb

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+oid sha256:260ae3342aab873c70009b30f1cd5f64a2ec0c661a3e0085395fd29efbb863ed
+size 76

exported_object_detection_model/params.yaml

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+runtime:
+  all_reduce_alg: null
+  batchnorm_spatial_persistent: false
+  dataset_num_private_threads: null
+  default_shard_dim: -1
+  distribution_strategy: mirrored
+  enable_xla: false
+  gpu_thread_mode: null
+  loss_scale: null
+  mixed_precision_dtype: bfloat16
+  num_cores_per_replica: 1
+  num_gpus: 0
+  num_packs: 1
+  per_gpu_thread_count: 0
+  run_eagerly: false
+  task_index: -1
+  tpu: null
+  tpu_enable_xla_dynamic_padder: null
+  use_tpu_mp_strategy: false
+  worker_hosts: null
+task:
+  allow_image_summary: false
+  annotation_file: ''
+  differential_privacy_config: null
+  export_config:
+    cast_detection_classes_to_float: false
+    cast_num_detections_to_float: false
+    output_intermediate_features: false
+    output_normalized_coordinates: false
+  freeze_backbone: false
+  init_checkpoint: gs://cloud-tpu-checkpoints/vision-2.0/resnet50_imagenet/ckpt-28080
+  init_checkpoint_modules: backbone
+  losses:
+    box_loss_weight: 50
+    focal_loss_alpha: 0.25
+    focal_loss_gamma: 1.5
+    huber_loss_delta: 0.1
+    l2_weight_decay: 0.0001
+    loss_weight: 1.0
+  max_num_eval_detections: 100
+  model:
+    anchor:
+      anchor_size: 4.0
+      aspect_ratios: [0.5, 1.0, 2.0]
+      num_scales: 3
+    backbone:
+      resnet:
+        bn_trainable: true
+        depth_multiplier: 1.0
+        model_id: 50
+        replace_stem_max_pool: false
+        resnetd_shortcut: false
+        scale_stem: true
+        se_ratio: 0.0
+        stem_type: v0
+        stochastic_depth_drop_rate: 0.0
+      type: resnet
+    decoder:
+      fpn:
+        fusion_type: sum
+        num_filters: 256
+        use_keras_layer: false
+        use_separable_conv: false
+      type: fpn
+    detection_generator:
+      apply_nms: true
+      box_coder_weights: null
+      decode_boxes: true
+      max_num_detections: 250
+      nms_iou_threshold: 0.5
+      nms_version: v2
+      pre_nms_score_threshold: 0.05
+      pre_nms_top_k: 5000
+      return_decoded: null
+      soft_nms_sigma: null
+      tflite_post_processing:
+        detections_per_class: 5
+        h_scale: 1.0
+        max_classes_per_detection: 2
+        max_detections: 200
+        nms_iou_threshold: 0.5
+        nms_score_threshold: 0.1
+        normalize_anchor_coordinates: false
+        omit_nms: false
+        use_regular_nms: false
+        w_scale: 1.0
+        x_scale: 1.0
+        y_scale: 1.0
+      use_class_agnostic_nms: false
+      use_cpu_nms: false
+    head:
+      attribute_heads: []
+      num_convs: 4
+      num_filters: 256
+      share_classification_heads: false
+      share_level_convs: true
+      use_separable_conv: false
+    input_size: [640, 640, 3]
+    max_level: 7
+    min_level: 3
+    norm_activation:
+      activation: relu
+      norm_epsilon: 0.001
+      norm_momentum: 0.99
+      use_sync_bn: false
+    num_classes: 2
+  name: null
+  per_category_metrics: false
+  train_data:
+    apply_tf_data_service_before_batching: false
+    autotune_algorithm: null
+    block_length: 1
+    cache: false
+    cycle_length: null
+    decoder:
+      simple_decoder:
+        attribute_names: []
+        mask_binarize_threshold: null
+        regenerate_source_id: false
+      type: simple_decoder
+    deterministic: null
+    drop_remainder: true
+    dtype: float32
+    enable_shared_tf_data_service_between_parallel_trainers: false
+    enable_tf_data_service: false
+    file_type: tfrecord
+    global_batch_size: 2
+    input_path: /content/tfrecords/train-00000-of-00001.tfrecord
+    is_training: true
+    parser:
+      aug_policy: null
+      aug_rand_hflip: true
+      aug_rand_jpeg: null
+      aug_scale_max: 1.5
+      aug_scale_min: 0.5
+      aug_type: null
+      keep_aspect_ratio: true
+      match_threshold: 0.5
+      max_num_instances: 250
+      num_channels: 3
+      pad: true
+      skip_crowd_during_training: true
+      unmatched_threshold: 0.5
+    prefetch_buffer_size: null
+    ram_budget: null
+    seed: null
+    sharding: true
+    shuffle_buffer_size: 10000
+    tf_data_service_address: null
+    tf_data_service_job_name: null
+    tfds_as_supervised: false
+    tfds_data_dir: ''
+    tfds_name: ''
+    tfds_skip_decoding_feature: ''
+    tfds_split: ''
+    trainer_id: null
+    weights: null
+  use_coco_metrics: true
+  use_wod_metrics: false
+  validation_data:
+    apply_tf_data_service_before_batching: false
+    autotune_algorithm: null
+    block_length: 1
+    cache: false
+    cycle_length: null
+    decoder:
+      simple_decoder:
+        attribute_names: []
+        mask_binarize_threshold: null
+        regenerate_source_id: false
+      type: simple_decoder
+    deterministic: null
+    drop_remainder: true
+    dtype: float32
+    enable_shared_tf_data_service_between_parallel_trainers: false
+    enable_tf_data_service: false
+    file_type: tfrecord
+    global_batch_size: 2
+    input_path: /content/tfrecords/valid-00000-of-00001.tfrecord
+    is_training: false
+    parser:
+      aug_policy: null
+      aug_rand_hflip: false
+      aug_rand_jpeg: null
+      aug_scale_max: 1.0
+      aug_scale_min: 1.0
+      aug_type: null
+      keep_aspect_ratio: true
+      match_threshold: 0.5
+      max_num_instances: 250
+      num_channels: 3
+      pad: true
+      skip_crowd_during_training: true
+      unmatched_threshold: 0.5
+    prefetch_buffer_size: null
+    ram_budget: null
+    seed: null
+    sharding: true
+    shuffle_buffer_size: 10000
+    tf_data_service_address: null
+    tf_data_service_job_name: null
+    tfds_as_supervised: false
+    tfds_data_dir: ''
+    tfds_name: ''
+    tfds_skip_decoding_feature: ''
+    tfds_split: ''
+    trainer_id: null
+    weights: null
+trainer:
+  allow_tpu_summary: false
+  best_checkpoint_eval_metric: ''
+  best_checkpoint_export_subdir: ''
+  best_checkpoint_metric_comp: higher
+  checkpoint_interval: 500
+  continuous_eval_timeout: 3600
+  eval_tf_function: true
+  eval_tf_while_loop: false
+  loss_upper_bound: 1000000.0
+  max_to_keep: 5
+  optimizer_config:
+    ema: null
+    learning_rate:
+      cosine:
+        alpha: 0.0
+        decay_steps: 4000
+        initial_learning_rate: 0.01
+        name: CosineDecay
+        offset: 0
+      type: cosine
+    optimizer:
+      sgd:
+        clipnorm: null
+        clipvalue: null
+        decay: 0.0
+        global_clipnorm: null
+        momentum: 0.9
+        name: SGD
+        nesterov: false
+      type: sgd
+    warmup:
+      linear:
+        name: linear
+        warmup_learning_rate: 0.005
+        warmup_steps: 500
+      type: linear
+  preemption_on_demand_checkpoint: true
+  recovery_begin_steps: 0
+  recovery_max_trials: 0
+  steps_per_loop: 100
+  summary_interval: 100
+  train_steps: 4000
+  train_tf_function: true
+  train_tf_while_loop: true
+  validation_interval: 500
+  validation_steps: 100
+  validation_summary_subdir: validation

exported_object_detection_model/saved_model.pb

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+size 5729578

exported_object_detection_model/variables/variables.data-00000-of-00001

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