Upload 8 files
Browse files- config.json +48 -0
- optimizer.pt +3 -0
- preprocessor_config.json +22 -0
- pytorch_model.bin +3 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- trainer_state.json +67 -0
- training_args.bin +3 -0
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": "airplane",
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"1": "automobile",
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"2": "bird",
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"3": "cat",
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"4": "deer",
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"5": "dog",
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"6": "frog",
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"7": "horse",
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"8": "ship",
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"9": "truck"
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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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"airplane": 0,
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"automobile": 1,
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"bird": 2,
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"cat": 3,
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"deer": 4,
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"dog": 5,
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"frog": 6,
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"horse": 7,
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"ship": 8,
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"truck": 9
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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": "4.27.4"
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}
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optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:a5646207b658f1abcde060b92d6a0cf64cbd212157293dbea6207fb128d4be08
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size 686568069
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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 sha256:8744925ea846b7432b43c4c7ba220e8fedbce7ddd2dcd789f67e0383eccf10c9
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size 343293293
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rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:1b787459c52df6ce0397743624de3fc898a36226ea3ff28cab10c1b04b7a306e
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size 15597
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:bbd86d023fbe7d933f1d8cdab373b1d3af8f5fd75840f27e3ba9bcd9ea7fb60a
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size 627
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trainer_state.json
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{
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"best_metric": 0.985,
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"best_model_checkpoint": "fine-tune-vit-cifar-10\\checkpoint-704",
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"epoch": 5.0,
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"global_step": 880,
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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": 0.9654,
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"eval_loss": 0.6224141716957092,
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"eval_runtime": 22.7532,
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"eval_samples_per_second": 219.749,
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"eval_steps_per_second": 0.879,
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"step": 176
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},
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{
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"epoch": 2.0,
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"eval_accuracy": 0.979,
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"eval_loss": 0.3594265282154083,
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"eval_runtime": 21.8797,
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"eval_samples_per_second": 228.522,
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"eval_steps_per_second": 0.914,
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"step": 352
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},
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{
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"epoch": 2.84,
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"learning_rate": 8.636363636363637e-06,
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"loss": 0.8434,
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"step": 500
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},
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{
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"epoch": 3.0,
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"eval_accuracy": 0.9824,
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"eval_loss": 0.2769933044910431,
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"eval_runtime": 24.7293,
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"eval_samples_per_second": 202.189,
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"eval_steps_per_second": 0.809,
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"step": 528
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},
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{
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"epoch": 4.0,
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"eval_accuracy": 0.985,
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"eval_loss": 0.24295151233673096,
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"eval_runtime": 20.3017,
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"eval_samples_per_second": 246.285,
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"eval_steps_per_second": 0.985,
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"step": 704
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},
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{
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"epoch": 5.0,
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"eval_accuracy": 0.9848,
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"eval_loss": 0.23273222148418427,
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"eval_runtime": 21.2433,
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"eval_samples_per_second": 235.369,
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"eval_steps_per_second": 0.941,
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"step": 880
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}
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],
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"max_steps": 880,
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"num_train_epochs": 5,
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"total_flos": 1.74369478284288e+19,
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"trial_name": null,
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"trial_params": null
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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 sha256:44c1d700b2b0104b38bf8d70080a1f38668ed5cba19136f28ff46a6192337142
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size 3515
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