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#1
by
Shanav12
- opened
- config.json +36 -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": "Baseball",
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"1": "Basketball",
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"2": "Football",
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"3": "Soccer"
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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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"Baseball": "0",
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"Basketball": "1",
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"Football": "2",
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"Soccer": "3"
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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 sha256:0e984d868dcb316c8c5cf26f7a3e1db14434ddfb3680f3e770bd19bcdb9df5ca
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size 686531013
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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 sha256:66beade1f905453394db309e76c1f691510fe8854781de904569e5d68a2ec354
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size 343274861
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rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:7508d4b8dd267de5cc58e972da25236687927651336a28f292c92f7f23951475
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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:d873dc7d038fc2f5670ab7e07bb4789ca51bfe9cd11af3962c59b0da742b8568
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size 627
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trainer_state.json
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{
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"best_metric": 0.1274316906929016,
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"best_model_checkpoint": "./vit-base-beans/checkpoint-40",
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"epoch": 3.6363636363636362,
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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": 0.91,
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"learning_rate": 0.00015454545454545454,
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"loss": 0.9397,
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"step": 10
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},
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{
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"epoch": 1.82,
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"learning_rate": 0.00010909090909090909,
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"loss": 0.3188,
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"step": 20
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},
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{
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"epoch": 2.73,
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"learning_rate": 6.363636363636364e-05,
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"loss": 0.1812,
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"step": 30
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},
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{
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"epoch": 3.64,
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"learning_rate": 1.8181818181818182e-05,
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"loss": 0.119,
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"step": 40
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},
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{
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"epoch": 3.64,
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"eval_accuracy": 1.0,
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"eval_loss": 0.1274316906929016,
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"eval_runtime": 0.297,
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"eval_samples_per_second": 74.069,
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"eval_steps_per_second": 10.1,
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"step": 40
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}
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],
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"max_steps": 44,
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"num_train_epochs": 4,
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"total_flos": 4.959576235966464e+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 sha256:5b0c8bb67782b48b7f1631c00e36ffc9372a1fa947a405c8f3769b2884241db2
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size 3899
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