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Browse files- checkpoint-32/config.json +46 -0
- checkpoint-32/model.safetensors +3 -0
- checkpoint-32/optimizer.pt +3 -0
- checkpoint-32/preprocessor_config.json +23 -0
- checkpoint-32/rng_state.pth +3 -0
- checkpoint-32/scheduler.pt +3 -0
- checkpoint-32/trainer_state.json +53 -0
- checkpoint-32/training_args.bin +3 -0
- config.json +46 -0
- model.safetensors +3 -0
- preprocessor_config.json +23 -0
- training_args.bin +3 -0
checkpoint-32/config.json
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{
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"_name_or_path": "google/vit-base-patch16-224-in21k",
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"architectures": [
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"ViTForImageClassification"
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],
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"attention_probs_dropout_prob": 0.0,
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"encoder_stride": 16,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.0,
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"hidden_size": 768,
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"id2label": {
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"0": "0-2",
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"1": "3-9",
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"2": "10-19",
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"3": "20-29",
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"4": "30-39",
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"5": "40-49",
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"6": "50-59",
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"7": "60-69",
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"8": "more than 70"
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},
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"image_size": 224,
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label2id": {
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"0-2": 0,
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"10-19": 2,
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"20-29": 3,
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"3-9": 1,
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"30-39": 4,
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"40-49": 5,
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"50-59": 6,
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"60-69": 7,
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"more than 70": 8
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},
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"layer_norm_eps": 1e-12,
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"model_type": "vit",
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"num_attention_heads": 12,
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"num_channels": 3,
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"num_hidden_layers": 12,
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"patch_size": 16,
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"problem_type": "single_label_classification",
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"qkv_bias": true,
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"torch_dtype": "float32",
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"transformers_version": "4.47.0"
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}
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checkpoint-32/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:8c2e34c076a38920a0faa6bd6d28ab3c256de02211af98588a84de50a3fcbf61
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size 343245508
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checkpoint-32/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:ecf20baba72b0625f4b93c33924e6dbdc7864803fe84800ca6d7684d763d07c5
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size 686611898
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checkpoint-32/preprocessor_config.json
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{
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"do_convert_rgb": null,
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"do_normalize": true,
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"do_rescale": true,
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"do_resize": true,
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"image_mean": [
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0.5,
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0.5,
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0.5
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],
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"image_processor_type": "ViTImageProcessor",
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"image_std": [
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0.5,
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0.5,
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0.5
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],
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"resample": 2,
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"rescale_factor": 0.00392156862745098,
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"size": {
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"height": 224,
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"width": 224
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}
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}
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checkpoint-32/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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size 14244
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checkpoint-32/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:56eec20d0c973eb7e7f22bff0d2cd051e8d4c98231e7961894dc75b33a3a36fe
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size 1064
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checkpoint-32/trainer_state.json
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{
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"best_metric": 2.178948402404785,
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"best_model_checkpoint": "fairface_age_image_detection/checkpoint-32",
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"epoch": 2.0,
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"eval_steps": 500,
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"global_step": 32,
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"is_hyper_param_search": false,
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"is_local_process_zero": true,
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"is_world_process_zero": true,
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"log_history": [
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{
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"epoch": 1.0,
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"eval_accuracy": 0.14,
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"eval_loss": 2.1873559951782227,
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"eval_model_preparation_time": 0.0047,
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"eval_runtime": 8.2156,
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"eval_samples_per_second": 12.172,
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"eval_steps_per_second": 1.582,
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"step": 16
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},
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{
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"epoch": 2.0,
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"eval_accuracy": 0.18,
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"eval_loss": 2.178948402404785,
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"eval_model_preparation_time": 0.0047,
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"eval_runtime": 8.316,
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"eval_samples_per_second": 12.025,
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"eval_steps_per_second": 1.563,
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"step": 32
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}
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],
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"logging_steps": 500,
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"max_steps": 32,
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"num_input_tokens_seen": 0,
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"num_train_epochs": 2,
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"save_steps": 500,
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"stateful_callbacks": {
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"TrainerControl": {
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"args": {
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"should_epoch_stop": false,
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"should_evaluate": false,
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"should_log": false,
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"should_save": true,
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"should_training_stop": true
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},
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"attributes": {}
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}
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},
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"total_flos": 7.7496851367936e+16,
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"train_batch_size": 32,
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"trial_name": null,
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"trial_params": null
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}
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checkpoint-32/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:28ebf2b6dbb08045128c07625eb89924fd949f0c3794edd35784a5c320305df8
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size 5304
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config.json
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{
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"_name_or_path": "google/vit-base-patch16-224-in21k",
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"architectures": [
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"ViTForImageClassification"
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],
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"attention_probs_dropout_prob": 0.0,
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"encoder_stride": 16,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.0,
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"hidden_size": 768,
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"id2label": {
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"0": "0-2",
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"1": "3-9",
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"2": "10-19",
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"3": "20-29",
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"4": "30-39",
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"5": "40-49",
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"6": "50-59",
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"7": "60-69",
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"8": "more than 70"
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},
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"image_size": 224,
|
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label2id": {
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"0-2": 0,
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"10-19": 2,
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"20-29": 3,
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"3-9": 1,
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"30-39": 4,
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"40-49": 5,
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"50-59": 6,
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"60-69": 7,
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"more than 70": 8
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},
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"layer_norm_eps": 1e-12,
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"model_type": "vit",
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"num_attention_heads": 12,
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"num_channels": 3,
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"num_hidden_layers": 12,
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"patch_size": 16,
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"problem_type": "single_label_classification",
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"qkv_bias": true,
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"torch_dtype": "float32",
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"transformers_version": "4.47.0"
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:8c2e34c076a38920a0faa6bd6d28ab3c256de02211af98588a84de50a3fcbf61
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size 343245508
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preprocessor_config.json
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{
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"do_convert_rgb": null,
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"do_normalize": true,
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"do_rescale": true,
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"do_resize": true,
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"image_mean": [
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0.5,
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0.5,
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0.5
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],
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"image_processor_type": "ViTImageProcessor",
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"image_std": [
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0.5,
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0.5,
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0.5
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],
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"resample": 2,
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"rescale_factor": 0.00392156862745098,
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"size": {
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"height": 224,
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"width": 224
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}
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}
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:28ebf2b6dbb08045128c07625eb89924fd949f0c3794edd35784a5c320305df8
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size 5304
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