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Browse files- 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 +82 -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": "Bog_Turtle",
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"1": "Loggerhead_Turtle",
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"2": "Red-Eared_Slider_Turtle",
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"3": "Snapping_Turtle"
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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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"Bog_Turtle": "0",
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"Loggerhead_Turtle": "1",
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"Red-Eared_Slider_Turtle": "2",
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"Snapping_Turtle": "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": "4.28.1"
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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 sha256:9c1d1587476815f034ef16db0bae7569f79e8e2c83a911a924f83c245c6d60bd
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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:bbed9eee264f86dd42a5373498ace3618d6b2f06333bf9ff03f908e050dde52e
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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:cde37b1d59ec8275aa116b67c6503ca997bd9a90886b106af365cbb8dfef4db9
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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 sha256:4f0051d0af53410e29e0c7de2401abe0dfdff6e124db2e23d7a56174ecb2db4c
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size 627
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trainer_state.json
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{
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"best_metric": 0.07815484702587128,
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"best_model_checkpoint": "./vit-base-beans/checkpoint-80",
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"epoch": 3.6363636363636362,
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"global_step": 80,
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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": 10
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{
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"epoch": 1.82,
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"eval_accuracy": 1.0,
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"eval_loss": 0.16914454102516174,
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"eval_runtime": 0.7601,
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"eval_samples_per_second": 32.891,
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"eval_steps_per_second": 5.263,
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}
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],
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"max_steps": 88,
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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:a04f7e0d7f5e0096b3858ce6822fc4c73c64145170551298ba29a3d6b9e6066e
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size 3579
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