Upload folder using huggingface_hub
#1
by
ethanwan - opened
- config.json +38 -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 +85 -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": "glass",
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"1": "metal",
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"2": "organic_food_waste",
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"3": "paper_cardboard",
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"4": "plastic"
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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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"glass": "0",
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"metal": "1",
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"organic_food_waste": "2",
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"paper_cardboard": "3",
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"plastic": "4"
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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": "4.28.0"
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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 sha256:6b1cb6d6354f0e37cfcb4ff57e7b727b6511b78451a09495f26da4a7579781cd
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size 686537157
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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 sha256:41495de0069cd1c24474368cb56a988292c1ef8620eb509b136916004a3e427b
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size 343277933
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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:ee6b7160c3afab51047a68305950b9be3fe77a9828d472dfc3ac2dc58eaf0d4e
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size 627
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trainer_state.json
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{
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"best_metric": 0.626257061958313,
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"best_model_checkpoint": "./training_output/checkpoint-100",
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"epoch": 3.4482758620689653,
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"global_step": 100,
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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": 0.34,
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"learning_rate": 0.0001913793103448276,
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"loss": 1.4859,
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"step": 10
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},
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{
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"epoch": 0.69,
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"learning_rate": 0.00018275862068965518,
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"loss": 1.2666,
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"step": 20
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},
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{
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"epoch": 1.03,
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"learning_rate": 0.00017413793103448276,
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"loss": 1.0816,
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"step": 30
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},
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{
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"epoch": 1.38,
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"learning_rate": 0.00016551724137931035,
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"loss": 0.699,
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"step": 40
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{
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"epoch": 1.72,
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"learning_rate": 0.00015689655172413793,
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"loss": 0.5932,
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"step": 50
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},
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{
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"epoch": 2.07,
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"learning_rate": 0.00014827586206896554,
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"loss": 0.577,
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"step": 60
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},
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{
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"epoch": 2.41,
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"learning_rate": 0.0001396551724137931,
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"step": 70
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{
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"epoch": 2.76,
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"step": 80
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{
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"epoch": 3.1,
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{
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"eval_accuracy": 0.7819548872180451,
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"eval_loss": 0.626257061958313,
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"eval_runtime": 1.9072,
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"eval_samples_per_second": 69.738,
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"eval_steps_per_second": 8.914,
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"step": 100
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}
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],
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"max_steps": 232,
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"num_train_epochs": 8,
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"total_flos": 1.2213065939971277e+17,
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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 sha256:69e74afa358bcd3a10f96368f47433a4e0287fe0ee0e04d41a012b8e6f322a4b
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size 3579
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