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Browse files- checkpoint-522/config.json +38 -0
- checkpoint-522/model.safetensors +3 -0
- checkpoint-522/optimizer.pt +3 -0
- checkpoint-522/preprocessor_config.json +36 -0
- checkpoint-522/rng_state.pth +3 -0
- checkpoint-522/scheduler.pt +3 -0
- checkpoint-522/trainer_state.json +109 -0
- checkpoint-522/training_args.bin +3 -0
- checkpoint-580/config.json +38 -0
- checkpoint-580/model.safetensors +3 -0
- checkpoint-580/optimizer.pt +3 -0
- checkpoint-580/preprocessor_config.json +36 -0
- checkpoint-580/rng_state.pth +3 -0
- checkpoint-580/scheduler.pt +3 -0
- checkpoint-580/trainer_state.json +118 -0
- checkpoint-580/training_args.bin +3 -0
- config.json +38 -0
- model.safetensors +3 -0
- preprocessor_config.json +36 -0
- training_args.bin +3 -0
checkpoint-522/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": "Nike Air Forces",
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"1": "Nike Air Jordans",
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"2": "Nike Dunks",
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"3": "Nike Air Maxes",
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"4": "Nike Cleats"
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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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"Nike Air Forces": 0,
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"Nike Air Jordans": 1,
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"Nike Air Maxes": 3,
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"Nike Cleats": 4,
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"Nike Dunks": 2
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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": "4.40.1"
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}
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checkpoint-522/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:19eca277d73b542ef0fbfc68f9a559a1ee064af209bb22d68c99ebcb8a29b5c8
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size 343233204
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checkpoint-522/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:16bbb9953b01bd37dc587ed829984ed882decac2df752f29b7efcbe25f88e2bd
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size 686587322
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checkpoint-522/preprocessor_config.json
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{
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"_valid_processor_keys": [
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"images",
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"do_resize",
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"size",
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"resample",
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"do_rescale",
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"rescale_factor",
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"do_normalize",
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"image_mean",
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"image_std",
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"return_tensors",
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"data_format",
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"input_data_format"
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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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checkpoint-522/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:e297de999ef2cb0b7fd240a4b1952731b100739de8f0b301f84cc672131bfc10
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size 14244
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checkpoint-522/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:6cbf7f1c36f73e0b0d9424f669545469e81bf6560cb400793ff4c35d3fc6e360
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size 1064
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checkpoint-522/trainer_state.json
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{
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"best_metric": 0.09288685023784637,
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| 3 |
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"best_model_checkpoint": "nike_image_classification/checkpoint-522",
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| 4 |
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"epoch": 9.0,
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| 5 |
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"eval_steps": 500,
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| 6 |
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"global_step": 522,
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| 7 |
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"is_hyper_param_search": false,
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| 8 |
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"is_local_process_zero": true,
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| 9 |
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"is_world_process_zero": true,
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| 10 |
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"log_history": [
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| 11 |
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{
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"epoch": 1.0,
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| 13 |
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"eval_accuracy": 0.8836206896551724,
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| 14 |
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"eval_loss": 1.1449412107467651,
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"eval_runtime": 3.1799,
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| 16 |
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"eval_samples_per_second": 72.959,
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"eval_steps_per_second": 9.12,
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"step": 58
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},
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{
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| 21 |
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"epoch": 2.0,
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| 22 |
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"eval_accuracy": 0.9525862068965517,
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| 23 |
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| 25 |
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"eval_samples_per_second": 76.21,
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| 26 |
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| 27 |
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"step": 116
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},
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{
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| 30 |
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"epoch": 3.0,
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| 31 |
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"eval_accuracy": 0.9870689655172413,
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| 32 |
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| 33 |
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},
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| 38 |
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{
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| 39 |
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"epoch": 4.0,
|
| 40 |
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| 41 |
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"eval_samples_per_second": 75.5,
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| 45 |
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"step": 232
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| 46 |
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},
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| 47 |
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{
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| 48 |
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"epoch": 5.0,
|
| 49 |
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"eval_accuracy": 0.9913793103448276,
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| 54 |
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"step": 290
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| 55 |
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},
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| 56 |
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{
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| 57 |
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"epoch": 6.0,
|
| 58 |
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"eval_accuracy": 0.9913793103448276,
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| 59 |
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"eval_loss": 0.11126421391963959,
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"eval_runtime": 3.0781,
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| 61 |
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"eval_samples_per_second": 75.371,
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| 62 |
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"eval_steps_per_second": 9.421,
|
| 63 |
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"step": 348
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| 64 |
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},
|
| 65 |
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{
|
| 66 |
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"epoch": 7.0,
|
| 67 |
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"eval_accuracy": 0.9956896551724138,
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| 68 |
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"eval_loss": 0.10203886032104492,
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"eval_runtime": 3.0495,
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| 70 |
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"eval_samples_per_second": 76.077,
|
| 71 |
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"eval_steps_per_second": 9.51,
|
| 72 |
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"step": 406
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| 73 |
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},
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| 74 |
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{
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| 75 |
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"epoch": 8.0,
|
| 76 |
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"eval_accuracy": 0.9913793103448276,
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| 77 |
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"eval_loss": 0.09709906578063965,
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"eval_runtime": 3.0724,
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| 79 |
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"eval_samples_per_second": 75.512,
|
| 80 |
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"eval_steps_per_second": 9.439,
|
| 81 |
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"step": 464
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| 82 |
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},
|
| 83 |
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{
|
| 84 |
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"epoch": 8.620689655172415,
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| 85 |
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"grad_norm": 0.23432303965091705,
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| 86 |
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"learning_rate": 4.444444444444444e-06,
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| 87 |
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"loss": 0.3676,
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| 88 |
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"step": 500
|
| 89 |
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},
|
| 90 |
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{
|
| 91 |
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"epoch": 9.0,
|
| 92 |
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"eval_accuracy": 0.9913793103448276,
|
| 93 |
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"eval_loss": 0.09288685023784637,
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"eval_runtime": 3.0773,
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| 95 |
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"eval_samples_per_second": 75.391,
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| 96 |
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"eval_steps_per_second": 9.424,
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| 97 |
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"step": 522
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| 98 |
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}
|
| 99 |
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],
|
| 100 |
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"logging_steps": 500,
|
| 101 |
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"max_steps": 580,
|
| 102 |
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"num_input_tokens_seen": 0,
|
| 103 |
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"num_train_epochs": 10,
|
| 104 |
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"save_steps": 500,
|
| 105 |
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"total_flos": 6.472304995598991e+17,
|
| 106 |
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"train_batch_size": 16,
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| 107 |
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"trial_name": null,
|
| 108 |
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"trial_params": null
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| 109 |
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}
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checkpoint-522/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:565d9e81bfa8a84cbe2fc9cdb8b217927d3174dd2f7030edb93ca20322fc9a0c
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size 4984
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checkpoint-580/config.json
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{
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| 2 |
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"_name_or_path": "google/vit-base-patch16-224-in21k",
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| 3 |
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"architectures": [
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| 4 |
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"ViTForImageClassification"
|
| 5 |
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],
|
| 6 |
+
"attention_probs_dropout_prob": 0.0,
|
| 7 |
+
"encoder_stride": 16,
|
| 8 |
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"hidden_act": "gelu",
|
| 9 |
+
"hidden_dropout_prob": 0.0,
|
| 10 |
+
"hidden_size": 768,
|
| 11 |
+
"id2label": {
|
| 12 |
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"0": "Nike Air Forces",
|
| 13 |
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"1": "Nike Air Jordans",
|
| 14 |
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"2": "Nike Dunks",
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| 15 |
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"3": "Nike Air Maxes",
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| 16 |
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"4": "Nike Cleats"
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| 17 |
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},
|
| 18 |
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"image_size": 224,
|
| 19 |
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"initializer_range": 0.02,
|
| 20 |
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"intermediate_size": 3072,
|
| 21 |
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"label2id": {
|
| 22 |
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"Nike Air Forces": 0,
|
| 23 |
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"Nike Air Jordans": 1,
|
| 24 |
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"Nike Air Maxes": 3,
|
| 25 |
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"Nike Cleats": 4,
|
| 26 |
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"Nike Dunks": 2
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| 27 |
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},
|
| 28 |
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"layer_norm_eps": 1e-12,
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| 29 |
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"model_type": "vit",
|
| 30 |
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"num_attention_heads": 12,
|
| 31 |
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"num_channels": 3,
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| 32 |
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"num_hidden_layers": 12,
|
| 33 |
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"patch_size": 16,
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| 34 |
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"problem_type": "single_label_classification",
|
| 35 |
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"qkv_bias": true,
|
| 36 |
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"torch_dtype": "float32",
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| 37 |
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"transformers_version": "4.40.1"
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| 38 |
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}
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checkpoint-580/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:79840cee9ba528901f5a74fd6fc306958217671eccbe080c1948576217ff77ec
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size 343233204
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checkpoint-580/optimizer.pt
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:30bb9329db878839e888907963b6160ad4d8b7f8b3b5dd6c739de2b005b09350
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size 686587322
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checkpoint-580/preprocessor_config.json
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{
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"_valid_processor_keys": [
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"images",
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"do_resize",
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"size",
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"resample",
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| 7 |
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"do_rescale",
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| 8 |
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"rescale_factor",
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| 9 |
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"do_normalize",
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"image_mean",
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| 11 |
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"image_std",
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| 12 |
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"return_tensors",
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| 13 |
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"data_format",
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| 14 |
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"input_data_format"
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| 15 |
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],
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| 16 |
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"do_normalize": true,
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| 17 |
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"do_rescale": true,
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| 18 |
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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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"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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"resample": 2,
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"rescale_factor": 0.00392156862745098,
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| 32 |
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"size": {
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"height": 224,
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| 34 |
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"width": 224
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| 35 |
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}
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| 36 |
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}
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checkpoint-580/rng_state.pth
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:976a381961ba57622c9a4731010cc9b3a75dbbd58ca475b58fcacbe5098305c0
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| 3 |
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size 14244
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checkpoint-580/scheduler.pt
ADDED
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:055f5cb46ece048c04c34aff9c03c1f9b7eb75ce77eb2abde77f409358674264
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| 3 |
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size 1064
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checkpoint-580/trainer_state.json
ADDED
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@@ -0,0 +1,118 @@
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| 1 |
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{
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| 2 |
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"best_metric": 0.09262324869632721,
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"best_model_checkpoint": "nike_image_classification/checkpoint-580",
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"epoch": 10.0,
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"eval_steps": 500,
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"global_step": 580,
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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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{
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{
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],
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"logging_steps": 500,
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"max_steps": 580,
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"total_flos": 7.19144999510999e+17,
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"train_batch_size": 16,
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"trial_name": null,
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"trial_params": null
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}
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checkpoint-580/training_args.bin
ADDED
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@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:565d9e81bfa8a84cbe2fc9cdb8b217927d3174dd2f7030edb93ca20322fc9a0c
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| 3 |
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size 4984
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config.json
ADDED
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@@ -0,0 +1,38 @@
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{
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| 2 |
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"_name_or_path": "google/vit-base-patch16-224-in21k",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"ViTForImageClassification"
|
| 5 |
+
],
|
| 6 |
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"attention_probs_dropout_prob": 0.0,
|
| 7 |
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"encoder_stride": 16,
|
| 8 |
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"hidden_act": "gelu",
|
| 9 |
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"hidden_dropout_prob": 0.0,
|
| 10 |
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"hidden_size": 768,
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| 11 |
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"id2label": {
|
| 12 |
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"0": "Nike Air Forces",
|
| 13 |
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"1": "Nike Air Jordans",
|
| 14 |
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"2": "Nike Dunks",
|
| 15 |
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"3": "Nike Air Maxes",
|
| 16 |
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"4": "Nike Cleats"
|
| 17 |
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},
|
| 18 |
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"image_size": 224,
|
| 19 |
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"initializer_range": 0.02,
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| 20 |
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"intermediate_size": 3072,
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| 21 |
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"label2id": {
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| 22 |
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"Nike Air Forces": 0,
|
| 23 |
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"Nike Air Jordans": 1,
|
| 24 |
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"Nike Air Maxes": 3,
|
| 25 |
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"Nike Cleats": 4,
|
| 26 |
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"Nike Dunks": 2
|
| 27 |
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},
|
| 28 |
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"layer_norm_eps": 1e-12,
|
| 29 |
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"model_type": "vit",
|
| 30 |
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"num_attention_heads": 12,
|
| 31 |
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"num_channels": 3,
|
| 32 |
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"num_hidden_layers": 12,
|
| 33 |
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"patch_size": 16,
|
| 34 |
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"problem_type": "single_label_classification",
|
| 35 |
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"qkv_bias": true,
|
| 36 |
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"torch_dtype": "float32",
|
| 37 |
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"transformers_version": "4.40.1"
|
| 38 |
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}
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model.safetensors
ADDED
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@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:79840cee9ba528901f5a74fd6fc306958217671eccbe080c1948576217ff77ec
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| 3 |
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size 343233204
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preprocessor_config.json
ADDED
|
@@ -0,0 +1,36 @@
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|
| 1 |
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{
|
| 2 |
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"_valid_processor_keys": [
|
| 3 |
+
"images",
|
| 4 |
+
"do_resize",
|
| 5 |
+
"size",
|
| 6 |
+
"resample",
|
| 7 |
+
"do_rescale",
|
| 8 |
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"rescale_factor",
|
| 9 |
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"do_normalize",
|
| 10 |
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"image_mean",
|
| 11 |
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"image_std",
|
| 12 |
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"return_tensors",
|
| 13 |
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"data_format",
|
| 14 |
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"input_data_format"
|
| 15 |
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],
|
| 16 |
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"do_normalize": true,
|
| 17 |
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"do_rescale": true,
|
| 18 |
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"do_resize": true,
|
| 19 |
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"image_mean": [
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| 20 |
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0.5,
|
| 21 |
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0.5,
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| 22 |
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0.5
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| 23 |
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],
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| 24 |
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"image_processor_type": "ViTImageProcessor",
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| 25 |
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"image_std": [
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| 26 |
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0.5,
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0.5,
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0.5
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"resample": 2,
|
| 31 |
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"rescale_factor": 0.00392156862745098,
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| 32 |
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"size": {
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| 33 |
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"height": 224,
|
| 34 |
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"width": 224
|
| 35 |
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}
|
| 36 |
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}
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training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
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|
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|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:565d9e81bfa8a84cbe2fc9cdb8b217927d3174dd2f7030edb93ca20322fc9a0c
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| 3 |
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size 4984
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