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Browse files- checkpoint-128/config.json +34 -0
- checkpoint-128/optimizer.pt +3 -0
- checkpoint-128/preprocessor_config.json +22 -0
- checkpoint-128/pytorch_model.bin +3 -0
- checkpoint-128/rng_state.pth +3 -0
- checkpoint-128/scheduler.pt +3 -0
- checkpoint-128/trainer_state.json +37 -0
- checkpoint-128/training_args.bin +3 -0
- config.json +34 -0
- preprocessor_config.json +22 -0
- pytorch_model.bin +3 -0
- training_args.bin +3 -0
checkpoint-128/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": "bad_quality",
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"1": "good_quality",
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"2": "empty_background"
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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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"bad_quality": 0,
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"empty_background": 2,
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"good_quality": 1
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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": "4.33.3"
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}
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checkpoint-128/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:f32d84afd8e56a2cde9e6d2ef722c27411766770b925eb6420f9465e44ec159b
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size 686574597
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checkpoint-128/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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checkpoint-128/pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:ab5475aaa36f798fe2ba0b8b0ec41643f82c79fb2feda7319f2b43dbfef7ea38
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size 343271789
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checkpoint-128/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:c33047c27d8e9143c9dcf947d37b78ef88270f94db0df0e2fbdd5921c35f2d93
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size 14575
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checkpoint-128/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:5d5ed4e4e1b7febcb3a328700315229b1a315093c0872ab2c59a9e3fb7370a10
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size 627
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checkpoint-128/trainer_state.json
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{
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"best_metric": 0.3760019540786743,
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"best_model_checkpoint": "lemon_quality_image_detection/checkpoint-128",
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"epoch": 2.0,
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"eval_steps": 500,
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"global_step": 128,
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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": 0.9209486166007905,
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"eval_loss": 0.6092899441719055,
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"eval_runtime": 5.2948,
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"eval_samples_per_second": 95.566,
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"eval_steps_per_second": 12.087,
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"step": 64
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},
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{
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"epoch": 2.0,
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"eval_accuracy": 0.9723320158102767,
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"eval_loss": 0.3760019540786743,
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"eval_runtime": 4.9359,
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"eval_samples_per_second": 102.515,
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"eval_steps_per_second": 12.966,
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"step": 128
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}
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],
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"logging_steps": 500,
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"max_steps": 128,
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"num_train_epochs": 2,
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"save_steps": 500,
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"total_flos": 3.133804147057705e+17,
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"trial_name": null,
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"trial_params": null
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}
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checkpoint-128/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:8acf4c65d2cb2b4179d07c7453b68afb1803bfe7b4697053dc36f65d5a5a6049
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size 4027
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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": "bad_quality",
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"1": "good_quality",
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"2": "empty_background"
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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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"bad_quality": 0,
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"empty_background": 2,
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"good_quality": 1
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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": "4.33.3"
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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:ab5475aaa36f798fe2ba0b8b0ec41643f82c79fb2feda7319f2b43dbfef7ea38
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size 343271789
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:8acf4c65d2cb2b4179d07c7453b68afb1803bfe7b4697053dc36f65d5a5a6049
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size 4027
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