Commit
•
2206688
1
Parent(s):
082d023
Upload 8 files
Browse files- config.json +61 -0
- model.safetensors +3 -0
- optimizer.pt +3 -0
- preprocessor_config.json +36 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- trainer_state.json +57 -0
- training_args.bin +3 -0
config.json
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{
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"_name_or_path": "microsoft/swin-base-patch4-window7-224",
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"architectures": [
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"SwinForImageClassification"
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],
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"attention_probs_dropout_prob": 0.0,
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"depths": [
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2,
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2,
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18,
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2
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],
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"drop_path_rate": 0.1,
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"embed_dim": 128,
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"encoder_stride": 32,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.0,
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"hidden_size": 1024,
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"id2label": {
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"0": "good",
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"1": "poor"
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},
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"image_size": 224,
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"initializer_range": 0.02,
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"label2id": {
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"good": "0",
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"poor": "1"
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},
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"layer_norm_eps": 1e-05,
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"mlp_ratio": 4.0,
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"model_type": "swin",
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"num_channels": 3,
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"num_heads": [
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4,
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8,
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16,
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32
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],
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"num_layers": 4,
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"out_features": [
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"stage4"
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],
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"out_indices": [
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4
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],
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"patch_size": 4,
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"path_norm": true,
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"problem_type": "single_label_classification",
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"qkv_bias": true,
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"stage_names": [
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"stem",
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"stage1",
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"stage2",
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"stage3",
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"stage4"
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],
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"torch_dtype": "float32",
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"transformers_version": "4.41.0",
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"use_absolute_embeddings": false,
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"window_size": 7
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:a9de4b84109960178b764cc8b1efb99db8ddd8af010b89c850fae1a8acd9f937
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size 347498816
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optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:155d0a9b0e7ea5ba25cf3f99a5db61bac9a70ee0a198ba267c06efa1c8379bd1
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size 694317645
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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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0.485,
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0.456,
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0.406
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],
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"image_processor_type": "ViTFeatureExtractor",
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"image_std": [
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0.229,
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0.224,
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0.225
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],
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"resample": 3,
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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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rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:af82c1f1d4ec999545a290f8875f59e0434314b9e98a3c2553c0c541daf4cdfa
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size 14244
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:ec8b8e6470b5e04bb0193f6d9f43b229719cb1d4d6e4cbec996cb59098cbb409
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size 1064
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trainer_state.json
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{
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"best_metric": 1.0,
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"best_model_checkpoint": "stork/checkpoint-8",
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"epoch": 2.0,
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"eval_steps": 500,
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"global_step": 8,
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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": 0.8888888888888888,
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"eval_f1": 0.882051282051282,
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"eval_loss": 0.3766050934791565,
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"eval_precision": 0.9047619047619047,
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"eval_recall": 0.8888888888888888,
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"eval_runtime": 0.0932,
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"eval_samples_per_second": 96.572,
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"eval_steps_per_second": 10.73,
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"step": 4
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},
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{
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"epoch": 2.0,
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"eval_accuracy": 1.0,
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"eval_f1": 1.0,
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"eval_loss": 0.027732856571674347,
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"eval_precision": 1.0,
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"eval_recall": 1.0,
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"eval_runtime": 0.0886,
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"eval_samples_per_second": 101.585,
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"eval_steps_per_second": 11.287,
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"step": 8
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}
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],
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"logging_steps": 10,
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"max_steps": 240,
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"num_input_tokens_seen": 0,
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"num_train_epochs": 60,
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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": false
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},
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"attributes": {}
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}
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},
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"total_flos": 1.17518333442048e+16,
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"train_batch_size": 24,
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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 sha256:982391316b480bf7a8ab1d314ae0a95eeba82172b8e0767ad1479c83ccc36355
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size 5176
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