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": "google/vit-large-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": 1024,
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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": 4096,
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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": 16,
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"num_channels": 3,
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"num_hidden_layers": 24,
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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 sha256:0d4a8a5bc3967a7456510bde39786f606e2b493362bc1e1d096bc3e0fb4d4121
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size 2426725317
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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 sha256:1a9e4729d92c7afbddecf6f47317c8c102e11d58136eeeee54a4c354729e6a48
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size 1213381421
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rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:82bdb3348630fd0c85da6a17901be79efaea14773a56d2c79fe5b0074f9069a1
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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:dca64b7eac7a4fd7a01f82a1cef7a27f8eb0382f0849f1b5a8971bb8b96ca675
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size 627
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trainer_state.json
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{
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"best_metric": 0.9818,
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"best_model_checkpoint": "fine-tune-vit-L-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": 0.9554,
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"eval_runtime": 56.4271,
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"step": 704
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"epoch": 1.42,
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"step": 1000
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"epoch": 2.0,
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"eval_accuracy": 0.9664,
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],
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"total_flos": 6.16368568144896e+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:d53c2f15a036e4b0d0d3f89090a5b856f8c1be1ae0f761fd93917811ad17ab40
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size 3899
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