ethannhzhouu
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- config.json +32 -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 +49 -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": "not_pikachu",
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"1": "pikachu"
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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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"not_pikachu": "0",
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"pikachu": "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": "4.27.4"
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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 sha256:36a414688732e8eb395e7e78b65f00f94c26e56b49b9d5e893fd274a06284791
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size 686518725
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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": "ViTFeatureExtractor",
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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 sha256:5d8c7849bd20059991ac43a31a8b9ced71d9f1adf394c1b7a422fed436ce91b7
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size 343268717
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rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:1dc30cddb28389aa13579bd9af12d97654450670d10b6e9e4f899d012fe78dea
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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 sha256:57c89c7765412de4a31242f8c86f155856192e5f74b2c2681532f22cca64dd77
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size 627
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trainer_state.json
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{
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"best_metric": 0.07676108926534653,
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"best_model_checkpoint": "./vit-base-beans/checkpoint-40",
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"epoch": 3.076923076923077,
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"global_step": 40,
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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": 0.77,
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"learning_rate": 0.00016153846153846155,
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"loss": 0.4619,
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"step": 10
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},
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{
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"epoch": 1.54,
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"learning_rate": 0.0001230769230769231,
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"loss": 0.1899,
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"step": 20
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},
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{
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"epoch": 2.31,
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"learning_rate": 8.461538461538461e-05,
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"loss": 0.0532,
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"step": 30
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},
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{
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"epoch": 3.08,
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"learning_rate": 4.615384615384616e-05,
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"loss": 0.0213,
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"step": 40
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},
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{
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"epoch": 3.08,
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"eval_accuracy": 0.9805194805194806,
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"eval_loss": 0.07676108926534653,
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"eval_runtime": 1.8695,
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"eval_samples_per_second": 82.374,
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"eval_steps_per_second": 10.698,
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"step": 40
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}
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],
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"max_steps": 52,
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"num_train_epochs": 4,
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"total_flos": 4.773506560258867e+16,
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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 sha256:93026d55573afff5fad925d688483f280abe3e9a8ecac5973f4c003689a7796e
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size 3515
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