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Browse files- checkpoint-3750/config.json +38 -0
- checkpoint-3750/optimizer.pt +3 -0
- checkpoint-3750/preprocessor_config.json +22 -0
- checkpoint-3750/pytorch_model.bin +3 -0
- checkpoint-3750/rng_state.pth +3 -0
- checkpoint-3750/scheduler.pt +3 -0
- checkpoint-3750/trainer_state.json +76 -0
- checkpoint-3750/training_args.bin +3 -0
- config.json +38 -0
- preprocessor_config.json +22 -0
- pytorch_model.bin +3 -0
- training_args.bin +3 -0
checkpoint-3750/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": "Arborio",
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"1": "Jasmine",
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"2": "Ipsala",
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"3": "Karacadag",
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"4": "Basmati"
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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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"Arborio": 0,
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"Basmati": 4,
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"Ipsala": 2,
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"Jasmine": 1,
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"Karacadag": 3
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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": "4.30.2"
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}
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checkpoint-3750/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:41b191866e382d8ad0a95897c7fe294be1f89ad0cf8422f7e58670a8cb8b77e2
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size 686537349
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checkpoint-3750/preprocessor_config.json
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{
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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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],
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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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"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-3750/pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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size 343277933
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checkpoint-3750/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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size 14575
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checkpoint-3750/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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size 627
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checkpoint-3750/trainer_state.json
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{
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"best_metric": 0.020516514778137207,
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"best_model_checkpoint": "rice_type_detection/checkpoint-3750",
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"epoch": 2.0,
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"global_step": 3750,
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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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"learning_rate": 8.783783783783785e-06,
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"loss": 0.3784,
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"step": 500
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{
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"epoch": 0.53,
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"learning_rate": 7.4324324324324324e-06,
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"loss": 0.0669,
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"step": 1000
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{
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"epoch": 0.8,
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"learning_rate": 6.081081081081082e-06,
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"loss": 0.0466,
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"step": 1500
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},
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{
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"epoch": 1.0,
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"eval_accuracy": 0.9982,
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"eval_loss": 0.034870732575654984,
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"eval_runtime": 186.3136,
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"eval_samples_per_second": 80.509,
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"eval_steps_per_second": 20.127,
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"step": 1875
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},
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{
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"epoch": 1.07,
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"learning_rate": 4.72972972972973e-06,
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"loss": 0.0354,
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"step": 2000
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},
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{
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"epoch": 1.33,
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"learning_rate": 3.3783783783783788e-06,
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"loss": 0.0296,
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"step": 2500
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},
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{
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"epoch": 1.6,
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"learning_rate": 2.0270270270270273e-06,
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"loss": 0.0236,
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"step": 3000
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{
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{
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"epoch": 2.0,
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"eval_accuracy": 0.9993333333333333,
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"step": 3750
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}
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],
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"max_steps": 3750,
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"num_train_epochs": 2,
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"total_flos": 9.29928878678016e+18,
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"trial_name": null,
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"trial_params": null
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}
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checkpoint-3750/training_args.bin
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version https://git-lfs.github.com/spec/v1
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size 3899
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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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| 3 |
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"architectures": [
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| 4 |
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"ViTForImageClassification"
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| 5 |
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],
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| 6 |
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"attention_probs_dropout_prob": 0.0,
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| 7 |
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"encoder_stride": 16,
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| 8 |
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"hidden_act": "gelu",
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| 9 |
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"hidden_dropout_prob": 0.0,
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"hidden_size": 768,
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| 11 |
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"id2label": {
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| 12 |
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"0": "Arborio",
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"1": "Jasmine",
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"2": "Ipsala",
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"3": "Karacadag",
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"4": "Basmati"
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},
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| 18 |
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"image_size": 224,
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| 19 |
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"initializer_range": 0.02,
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| 20 |
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"intermediate_size": 3072,
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| 21 |
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"label2id": {
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| 22 |
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"Arborio": 0,
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"Basmati": 4,
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| 24 |
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"Ipsala": 2,
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"Jasmine": 1,
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"Karacadag": 3
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},
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| 28 |
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"layer_norm_eps": 1e-12,
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| 29 |
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"model_type": "vit",
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| 30 |
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"num_attention_heads": 12,
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| 31 |
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"num_channels": 3,
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| 32 |
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"num_hidden_layers": 12,
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| 33 |
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"patch_size": 16,
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| 34 |
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"problem_type": "single_label_classification",
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| 35 |
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"qkv_bias": true,
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| 36 |
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"torch_dtype": "float32",
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| 37 |
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"transformers_version": "4.30.2"
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}
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preprocessor_config.json
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{
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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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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:fb815e15547aefd69b8f45c825ee42bcef349830eaefad25b58ab66d1eda83fd
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size 343277933
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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size 3899
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