Upload 7 files
Browse files- config.json +48 -0
- optimizer.pt +3 -0
- preprocessor_config.json +22 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- trainer_state.json +25 -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": "T - shirt / top",
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"1": "Trouser",
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"2": "Pullover",
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"3": "Dress",
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"4": "Coat",
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"5": "Sandal",
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"6": "Shirt",
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"7": "Sneaker",
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"8": "Bag",
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"9": "Ankle boot"
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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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"Ankle boot": 9,
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"Bag": 8,
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"Coat": 4,
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"Dress": 3,
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"Pullover": 2,
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"Sandal": 5,
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"Shirt": 6,
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"Sneaker": 7,
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"T - shirt / top": 0,
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"Trouser": 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": "4.29.2"
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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 sha256:9b4acad9e19c06383678ccbdab04ca63cc40c2443e6d8dba33b7e59fab56bd88
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size 686567877
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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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rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:47af0d385efef2ef9609b320d5f557ebb6dd1171d4e76014f62d780188d0dbba
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size 14575
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:86ff9acf075eefe85933ed942e577212e5113e21cfbe7e9d0faa09af37c9ec27
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size 627
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trainer_state.json
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{
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"best_metric": 0.9261666666666667,
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"best_model_checkpoint": "fine-tune-vit-fashion_mnist\\checkpoint-211",
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"epoch": 1.0,
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"global_step": 211,
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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": 0.9261666666666667,
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"eval_loss": 0.2685726284980774,
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"eval_runtime": 26.1411,
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"eval_samples_per_second": 229.524,
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"eval_steps_per_second": 0.918,
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"step": 211
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}
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],
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"max_steps": 211,
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"num_train_epochs": 1,
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"total_flos": 4.184867478822912e+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 sha256:2211b49c41fcce5bac7449a15f5215f060ac395c8a5e2ecc34295441561ef25a
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size 3835
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