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 +103 -0
- training_args.bin +3 -0
config.json
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{
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"_name_or_path": "facebook/deit-small-patch16-224",
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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": 384,
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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": 1536,
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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": 6,
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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": "4.26.1"
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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 sha256:1fbd413383fa5c639f82c23b86ca93030208f3b4dea13b7c4f545f5e5068bdfd
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size 173473413
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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 sha256:77b0a9db1fa0aaf35ef88cc4defb00d8029975b6467321c0c3693f7742f9a759
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size 86745965
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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 sha256:629aac256fdc022898636856bca6cc9eae5e9608ba5b8b5db21131f3495ec956
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size 627
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trainer_state.json
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{
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"best_metric": 0.9784,
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"best_model_checkpoint": "fine-tune-DeiT-s-cifar10\\checkpoint-3520",
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"epoch": 5.0,
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"global_step": 3520,
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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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"step": 500
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},
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{
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"epoch": 1.0,
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"eval_accuracy": 0.9356,
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"eval_loss": 0.1929679960012436,
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"eval_runtime": 23.4437,
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"eval_samples_per_second": 213.277,
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"eval_steps_per_second": 3.37,
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"step": 704
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"epoch": 1.42,
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"step": 1000
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{
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"epoch": 2.0,
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"eval_accuracy": 0.954,
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],
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"max_steps": 3520,
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"num_train_epochs": 5,
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"total_flos": 4.4035226145792e+18,
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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:f04e12461350448b3db86c132a83060a80dd3e5ce2c99a96ea8d465d329e533f
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size 3451
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