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Browse files- checkpoint-6840/config.json +74 -0
- checkpoint-6840/optimizer.pt +3 -0
- checkpoint-6840/preprocessor_config.json +22 -0
- checkpoint-6840/pytorch_model.bin +3 -0
- checkpoint-6840/rng_state.pth +3 -0
- checkpoint-6840/scheduler.pt +3 -0
- checkpoint-6840/trainer_state.json +277 -0
- checkpoint-6840/training_args.bin +3 -0
- config.json +74 -0
- preprocessor_config.json +22 -0
- pytorch_model.bin +3 -0
- training_args.bin +3 -0
checkpoint-6840/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": "Squid",
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"1": "Eel",
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"2": "Seal",
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"3": "Octopus",
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"4": "Otter",
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"5": "Whale",
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"6": "Sharks",
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"7": "Jelly Fish",
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"8": "Turtle_Tortoise",
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"9": "Penguin",
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"10": "Shrimp",
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"11": "Sea Urchins",
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"12": "Fish",
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"13": "Nudibranchs",
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"14": "Corals",
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"15": "Puffers",
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"16": "Clams",
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"17": "Sea Rays",
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"18": "Dolphin",
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"19": "Seahorse",
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"20": "Starfish",
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"21": "Lobster",
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"22": "Crabs"
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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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"Clams": 16,
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"Corals": 14,
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"Crabs": 22,
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"Dolphin": 18,
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"Eel": 1,
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"Fish": 12,
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"Jelly Fish": 7,
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"Lobster": 21,
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"Nudibranchs": 13,
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"Octopus": 3,
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"Otter": 4,
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"Penguin": 9,
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"Puffers": 15,
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"Sea Rays": 17,
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"Sea Urchins": 11,
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"Seahorse": 19,
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"Seal": 2,
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"Sharks": 6,
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"Shrimp": 10,
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"Squid": 0,
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"Starfish": 20,
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"Turtle_Tortoise": 8,
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"Whale": 5
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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": "4.32.1"
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}
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checkpoint-6840/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:89e91eb5fdf63352f8c2fa0c5ea9147dd01e98e09052e1a51d7609b3993ec145
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size 686697605
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checkpoint-6840/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": "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-6840/pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:4fa4d2806b5e71b251941eab55df5269a40e5b56aea8ab014d79154ec51cd8d4
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size 343333293
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checkpoint-6840/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:e6725a5eae0f422cbf0507c36b31f45fc5bb2d9aff601d121e947ad6e6bacbea
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size 14575
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checkpoint-6840/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:c87bff0d7bcb5321252f7116c82215f25597c2f863981984aae637fa80c95d8b
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size 627
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checkpoint-6840/trainer_state.json
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| 1 |
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{
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| 2 |
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"best_metric": 0.44989213347435,
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| 3 |
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"best_model_checkpoint": "sea_animals_image_detection/checkpoint-6840",
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| 4 |
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"epoch": 20.0,
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| 5 |
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"eval_steps": 500,
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| 6 |
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"global_step": 6840,
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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": 1.0,
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"eval_accuracy": 0.7951719092904169,
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"eval_loss": 2.152780294418335,
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"step": 342
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},
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{
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"learning_rate": 9.470588235294119e-06,
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"step": 1368
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},
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| 59 |
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{
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"epoch": 4.39,
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"learning_rate": 8.294117647058825e-06,
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"loss": 0.9335,
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"step": 1500
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},
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{
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"epoch": 5.0,
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"eval_accuracy": 0.9041697147037308,
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"step": 1710
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},
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{
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| 27 |
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|
| 29 |
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| 30 |
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| 31 |
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| 32 |
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ADDED
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ADDED
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