Upload folder using huggingface_hub
Browse files- checkpoint-741/config.json +122 -0
- checkpoint-741/model.safetensors +3 -0
- checkpoint-741/optimizer.pt +3 -0
- checkpoint-741/preprocessor_config.json +22 -0
- checkpoint-741/rng_state.pth +3 -0
- checkpoint-741/scheduler.pt +3 -0
- checkpoint-741/trainer_state.json +50 -0
- checkpoint-741/training_args.bin +3 -0
- config.json +122 -0
- model.safetensors +3 -0
- preprocessor_config.json +22 -0
- training_args.bin +3 -0
checkpoint-741/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": "African Violet (Saintpaulia ionantha)",
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"1": "Aloe Vera",
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"2": "Anthurium (Anthurium andraeanum)",
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"3": "Areca Palm (Dypsis lutescens)",
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"4": "Asparagus Fern (Asparagus setaceus)",
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"5": "Begonia (Begonia spp.)",
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"6": "Bird of Paradise (Strelitzia reginae)",
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"7": "Birds Nest Fern (Asplenium nidus)",
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"8": "Boston Fern (Nephrolepis exaltata)",
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"9": "Calathea",
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"10": "Cast Iron Plant (Aspidistra elatior)",
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"11": "Chinese Money Plant (Pilea peperomioides)",
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"12": "Chinese evergreen (Aglaonema)",
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"13": "Christmas Cactus (Schlumbergera bridgesii)",
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"14": "Chrysanthemum",
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"15": "Ctenanthe",
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"16": "Daffodils (Narcissus spp.)",
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"17": "Dracaena",
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"18": "Dumb Cane (Dieffenbachia spp.)",
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"19": "Elephant Ear (Alocasia spp.)",
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"20": "English Ivy (Hedera helix)",
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"21": "Hyacinth (Hyacinthus orientalis)",
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"22": "Iron Cross begonia (Begonia masoniana)",
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"23": "Jade plant (Crassula ovata)",
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"24": "Kalanchoe",
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"25": "Lilium (Hemerocallis)",
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"26": "Lily of the valley (Convallaria majalis)",
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"27": "Money Tree (Pachira aquatica)",
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"28": "Monstera Deliciosa (Monstera deliciosa)",
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"29": "Orchid",
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"30": "Parlor Palm (Chamaedorea elegans)",
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"31": "Peace lily",
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"32": "Poinsettia (Euphorbia pulcherrima)",
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"33": "Polka Dot Plant (Hypoestes phyllostachya)",
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"34": "Ponytail Palm (Beaucarnea recurvata)",
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"35": "Pothos (Ivy arum)",
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"36": "Prayer Plant (Maranta leuconeura)",
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"37": "Rattlesnake Plant (Calathea lancifolia)",
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"38": "Rubber Plant (Ficus elastica)",
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"39": "Sago Palm (Cycas revoluta)",
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"40": "Schefflera",
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"41": "Snake plant (Sanseviera)",
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"42": "Tradescantia",
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"43": "Tulip",
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"44": "Venus Flytrap",
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"45": "Yucca",
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"46": "ZZ Plant (Zamioculcas zamiifolia)"
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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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"African Violet (Saintpaulia ionantha)": 0,
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"Aloe Vera": 1,
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"Anthurium (Anthurium andraeanum)": 2,
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"Areca Palm (Dypsis lutescens)": 3,
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"Asparagus Fern (Asparagus setaceus)": 4,
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"Begonia (Begonia spp.)": 5,
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"Bird of Paradise (Strelitzia reginae)": 6,
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"Birds Nest Fern (Asplenium nidus)": 7,
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"Boston Fern (Nephrolepis exaltata)": 8,
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"Calathea": 9,
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"Cast Iron Plant (Aspidistra elatior)": 10,
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"Chinese Money Plant (Pilea peperomioides)": 11,
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"Chinese evergreen (Aglaonema)": 12,
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"Christmas Cactus (Schlumbergera bridgesii)": 13,
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"Chrysanthemum": 14,
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"Ctenanthe": 15,
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"Daffodils (Narcissus spp.)": 16,
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"Dracaena": 17,
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"Dumb Cane (Dieffenbachia spp.)": 18,
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"Elephant Ear (Alocasia spp.)": 19,
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"English Ivy (Hedera helix)": 20,
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"Hyacinth (Hyacinthus orientalis)": 21,
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"Iron Cross begonia (Begonia masoniana)": 22,
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"Jade plant (Crassula ovata)": 23,
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"Kalanchoe": 24,
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"Lilium (Hemerocallis)": 25,
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"Lily of the valley (Convallaria majalis)": 26,
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"Money Tree (Pachira aquatica)": 27,
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"Monstera Deliciosa (Monstera deliciosa)": 28,
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"Orchid": 29,
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"Parlor Palm (Chamaedorea elegans)": 30,
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"Peace lily": 31,
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"Poinsettia (Euphorbia pulcherrima)": 32,
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"Polka Dot Plant (Hypoestes phyllostachya)": 33,
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"Ponytail Palm (Beaucarnea recurvata)": 34,
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"Pothos (Ivy arum)": 35,
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"Prayer Plant (Maranta leuconeura)": 36,
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"Rattlesnake Plant (Calathea lancifolia)": 37,
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"Rubber Plant (Ficus elastica)": 38,
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"Sago Palm (Cycas revoluta)": 39,
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"Schefflera": 40,
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"Snake plant (Sanseviera)": 41,
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"Tradescantia": 42,
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"Tulip": 43,
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"Venus Flytrap": 44,
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"Yucca": 45,
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"ZZ Plant (Zamioculcas zamiifolia)": 46
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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": "4.44.2"
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}
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checkpoint-741/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:cd11d1a55bc10fdb0393b76add0f1f16901b2b351a22593776a654f977fcd44c
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size 343362404
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checkpoint-741/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:bc095a22e1bb7b379163d696423e3ae81d98cc848c34fe3aa64cb47b54d2ae68
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size 686845626
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checkpoint-741/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-741/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:98bf7b31d114c275a39a9c67b6a422a246346095d251a6e6a072235f63d63c53
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size 14244
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checkpoint-741/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:2d645fb3fb179a2ee336d3b1da61c741f7e4b39b8bb40476c2ac68588629f602
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size 1064
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checkpoint-741/trainer_state.json
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{
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"best_metric": 3.793630361557007,
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+
"best_model_checkpoint": "house-plant-image-detection/checkpoint-741",
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+
"epoch": 1.0,
|
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"eval_steps": 500,
|
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"global_step": 741,
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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": 0.6747638326585695,
|
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"grad_norm": 1.297608494758606,
|
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"learning_rate": 3.138929088277858e-07,
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"loss": 3.817,
|
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"step": 500
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},
|
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{
|
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"epoch": 1.0,
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"eval_accuracy": 0.09134615384615384,
|
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"eval_loss": 3.793630361557007,
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"eval_model_preparation_time": 0.0051,
|
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"eval_runtime": 50.2314,
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"eval_samples_per_second": 24.845,
|
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"eval_steps_per_second": 3.106,
|
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"step": 741
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}
|
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],
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"logging_steps": 500,
|
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"max_steps": 741,
|
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"num_input_tokens_seen": 0,
|
32 |
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"num_train_epochs": 1,
|
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"save_steps": 500,
|
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"stateful_callbacks": {
|
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"TrainerControl": {
|
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"args": {
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"should_epoch_stop": false,
|
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"should_evaluate": false,
|
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"should_log": false,
|
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"should_save": true,
|
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"should_training_stop": true
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},
|
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"attributes": {}
|
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}
|
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},
|
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"total_flos": 1.8379985859082875e+18,
|
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"train_batch_size": 32,
|
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"trial_name": null,
|
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"trial_params": null
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}
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checkpoint-741/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:532a5c4ecfced93f28a090b423b2dad17231b16d0ea743bdcb04b94b1dd880ea
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size 5112
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config.json
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{
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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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"ViTForImageClassification"
|
5 |
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],
|
6 |
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"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 |
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"hidden_size": 768,
|
11 |
+
"id2label": {
|
12 |
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"0": "African Violet (Saintpaulia ionantha)",
|
13 |
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"1": "Aloe Vera",
|
14 |
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"2": "Anthurium (Anthurium andraeanum)",
|
15 |
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"3": "Areca Palm (Dypsis lutescens)",
|
16 |
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"4": "Asparagus Fern (Asparagus setaceus)",
|
17 |
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"5": "Begonia (Begonia spp.)",
|
18 |
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"6": "Bird of Paradise (Strelitzia reginae)",
|
19 |
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"7": "Birds Nest Fern (Asplenium nidus)",
|
20 |
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"8": "Boston Fern (Nephrolepis exaltata)",
|
21 |
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"9": "Calathea",
|
22 |
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"10": "Cast Iron Plant (Aspidistra elatior)",
|
23 |
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"11": "Chinese Money Plant (Pilea peperomioides)",
|
24 |
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"12": "Chinese evergreen (Aglaonema)",
|
25 |
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"13": "Christmas Cactus (Schlumbergera bridgesii)",
|
26 |
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"14": "Chrysanthemum",
|
27 |
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"15": "Ctenanthe",
|
28 |
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"16": "Daffodils (Narcissus spp.)",
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"17": "Dracaena",
|
30 |
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"18": "Dumb Cane (Dieffenbachia spp.)",
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31 |
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"19": "Elephant Ear (Alocasia spp.)",
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32 |
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"20": "English Ivy (Hedera helix)",
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33 |
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"21": "Hyacinth (Hyacinthus orientalis)",
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34 |
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"22": "Iron Cross begonia (Begonia masoniana)",
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35 |
+
"23": "Jade plant (Crassula ovata)",
|
36 |
+
"24": "Kalanchoe",
|
37 |
+
"25": "Lilium (Hemerocallis)",
|
38 |
+
"26": "Lily of the valley (Convallaria majalis)",
|
39 |
+
"27": "Money Tree (Pachira aquatica)",
|
40 |
+
"28": "Monstera Deliciosa (Monstera deliciosa)",
|
41 |
+
"29": "Orchid",
|
42 |
+
"30": "Parlor Palm (Chamaedorea elegans)",
|
43 |
+
"31": "Peace lily",
|
44 |
+
"32": "Poinsettia (Euphorbia pulcherrima)",
|
45 |
+
"33": "Polka Dot Plant (Hypoestes phyllostachya)",
|
46 |
+
"34": "Ponytail Palm (Beaucarnea recurvata)",
|
47 |
+
"35": "Pothos (Ivy arum)",
|
48 |
+
"36": "Prayer Plant (Maranta leuconeura)",
|
49 |
+
"37": "Rattlesnake Plant (Calathea lancifolia)",
|
50 |
+
"38": "Rubber Plant (Ficus elastica)",
|
51 |
+
"39": "Sago Palm (Cycas revoluta)",
|
52 |
+
"40": "Schefflera",
|
53 |
+
"41": "Snake plant (Sanseviera)",
|
54 |
+
"42": "Tradescantia",
|
55 |
+
"43": "Tulip",
|
56 |
+
"44": "Venus Flytrap",
|
57 |
+
"45": "Yucca",
|
58 |
+
"46": "ZZ Plant (Zamioculcas zamiifolia)"
|
59 |
+
},
|
60 |
+
"image_size": 224,
|
61 |
+
"initializer_range": 0.02,
|
62 |
+
"intermediate_size": 3072,
|
63 |
+
"label2id": {
|
64 |
+
"African Violet (Saintpaulia ionantha)": 0,
|
65 |
+
"Aloe Vera": 1,
|
66 |
+
"Anthurium (Anthurium andraeanum)": 2,
|
67 |
+
"Areca Palm (Dypsis lutescens)": 3,
|
68 |
+
"Asparagus Fern (Asparagus setaceus)": 4,
|
69 |
+
"Begonia (Begonia spp.)": 5,
|
70 |
+
"Bird of Paradise (Strelitzia reginae)": 6,
|
71 |
+
"Birds Nest Fern (Asplenium nidus)": 7,
|
72 |
+
"Boston Fern (Nephrolepis exaltata)": 8,
|
73 |
+
"Calathea": 9,
|
74 |
+
"Cast Iron Plant (Aspidistra elatior)": 10,
|
75 |
+
"Chinese Money Plant (Pilea peperomioides)": 11,
|
76 |
+
"Chinese evergreen (Aglaonema)": 12,
|
77 |
+
"Christmas Cactus (Schlumbergera bridgesii)": 13,
|
78 |
+
"Chrysanthemum": 14,
|
79 |
+
"Ctenanthe": 15,
|
80 |
+
"Daffodils (Narcissus spp.)": 16,
|
81 |
+
"Dracaena": 17,
|
82 |
+
"Dumb Cane (Dieffenbachia spp.)": 18,
|
83 |
+
"Elephant Ear (Alocasia spp.)": 19,
|
84 |
+
"English Ivy (Hedera helix)": 20,
|
85 |
+
"Hyacinth (Hyacinthus orientalis)": 21,
|
86 |
+
"Iron Cross begonia (Begonia masoniana)": 22,
|
87 |
+
"Jade plant (Crassula ovata)": 23,
|
88 |
+
"Kalanchoe": 24,
|
89 |
+
"Lilium (Hemerocallis)": 25,
|
90 |
+
"Lily of the valley (Convallaria majalis)": 26,
|
91 |
+
"Money Tree (Pachira aquatica)": 27,
|
92 |
+
"Monstera Deliciosa (Monstera deliciosa)": 28,
|
93 |
+
"Orchid": 29,
|
94 |
+
"Parlor Palm (Chamaedorea elegans)": 30,
|
95 |
+
"Peace lily": 31,
|
96 |
+
"Poinsettia (Euphorbia pulcherrima)": 32,
|
97 |
+
"Polka Dot Plant (Hypoestes phyllostachya)": 33,
|
98 |
+
"Ponytail Palm (Beaucarnea recurvata)": 34,
|
99 |
+
"Pothos (Ivy arum)": 35,
|
100 |
+
"Prayer Plant (Maranta leuconeura)": 36,
|
101 |
+
"Rattlesnake Plant (Calathea lancifolia)": 37,
|
102 |
+
"Rubber Plant (Ficus elastica)": 38,
|
103 |
+
"Sago Palm (Cycas revoluta)": 39,
|
104 |
+
"Schefflera": 40,
|
105 |
+
"Snake plant (Sanseviera)": 41,
|
106 |
+
"Tradescantia": 42,
|
107 |
+
"Tulip": 43,
|
108 |
+
"Venus Flytrap": 44,
|
109 |
+
"Yucca": 45,
|
110 |
+
"ZZ Plant (Zamioculcas zamiifolia)": 46
|
111 |
+
},
|
112 |
+
"layer_norm_eps": 1e-12,
|
113 |
+
"model_type": "vit",
|
114 |
+
"num_attention_heads": 12,
|
115 |
+
"num_channels": 3,
|
116 |
+
"num_hidden_layers": 12,
|
117 |
+
"patch_size": 16,
|
118 |
+
"problem_type": "single_label_classification",
|
119 |
+
"qkv_bias": true,
|
120 |
+
"torch_dtype": "float32",
|
121 |
+
"transformers_version": "4.44.2"
|
122 |
+
}
|
model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:cd11d1a55bc10fdb0393b76add0f1f16901b2b351a22593776a654f977fcd44c
|
3 |
+
size 343362404
|
preprocessor_config.json
ADDED
@@ -0,0 +1,22 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"do_normalize": true,
|
3 |
+
"do_rescale": true,
|
4 |
+
"do_resize": true,
|
5 |
+
"image_mean": [
|
6 |
+
0.5,
|
7 |
+
0.5,
|
8 |
+
0.5
|
9 |
+
],
|
10 |
+
"image_processor_type": "ViTImageProcessor",
|
11 |
+
"image_std": [
|
12 |
+
0.5,
|
13 |
+
0.5,
|
14 |
+
0.5
|
15 |
+
],
|
16 |
+
"resample": 2,
|
17 |
+
"rescale_factor": 0.00392156862745098,
|
18 |
+
"size": {
|
19 |
+
"height": 224,
|
20 |
+
"width": 224
|
21 |
+
}
|
22 |
+
}
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:532a5c4ecfced93f28a090b423b2dad17231b16d0ea743bdcb04b94b1dd880ea
|
3 |
+
size 5112
|