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Browse files- README.md +31 -0
- checkpoint-3/config.json +34 -0
- checkpoint-3/model.safetensors +3 -0
- checkpoint-3/optimizer.pt +3 -0
- checkpoint-3/rng_state.pth +3 -0
- checkpoint-3/scheduler.pt +3 -0
- checkpoint-3/trainer_state.json +102 -0
- checkpoint-3/training_args.bin +3 -0
- config.json +34 -0
- model.safetensors +3 -0
- preprocessor_config.json +26 -0
- runs/Jul15_17-03-17_r-kcazar-prueba-finetunning-l6xjmmao-b1bdc-aq4af/events.out.tfevents.1721062999.r-kcazar-prueba-finetunning-l6xjmmao-b1bdc-aq4af.106.0 +2 -2
- runs/Jul15_17-03-17_r-kcazar-prueba-finetunning-l6xjmmao-b1bdc-aq4af/events.out.tfevents.1721063011.r-kcazar-prueba-finetunning-l6xjmmao-b1bdc-aq4af.106.1 +3 -0
- training_args.bin +3 -0
- training_params.json +29 -0
README.md
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---
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tags:
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- autotrain
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- image-classification
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base_model: google/mobilenet_v2_1.0_224
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widget:
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- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/tiger.jpg
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example_title: Tiger
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- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/teapot.jpg
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example_title: Teapot
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- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/palace.jpg
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example_title: Palace
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---
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# Model Trained Using AutoTrain
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- Problem type: Image Classification
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## Validation Metrics
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loss: 0.5388542413711548
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f1: 1.0
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precision: 1.0
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recall: 1.0
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auc: 1.0
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accuracy: 1.0
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checkpoint-3/config.json
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{
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"_name_or_path": "google/mobilenet_v2_1.0_224",
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"_num_labels": 2,
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"architectures": [
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"MobileNetV2ForImageClassification"
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],
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"classifier_dropout_prob": 0.2,
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"depth_divisible_by": 8,
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"depth_multiplier": 1.0,
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"expand_ratio": 6,
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"finegrained_output": true,
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"first_layer_is_expansion": true,
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"hidden_act": "relu6",
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"id2label": {
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"0": "maduras",
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"1": "normales"
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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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"maduras": 0,
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"normales": 1
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},
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"layer_norm_eps": 0.001,
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"min_depth": 8,
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"model_type": "mobilenet_v2",
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"num_channels": 3,
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"output_stride": 32,
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"problem_type": "single_label_classification",
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"semantic_loss_ignore_index": 255,
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"tf_padding": true,
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"torch_dtype": "float32",
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"transformers_version": "4.42.2"
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}
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checkpoint-3/model.safetensors
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version https://git-lfs.github.com/spec/v1
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size 9080216
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checkpoint-3/optimizer.pt
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checkpoint-3/rng_state.pth
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checkpoint-3/scheduler.pt
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checkpoint-3/trainer_state.json
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{
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"best_metric": 0.5388542413711548,
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"best_model_checkpoint": "clasificador-de-bananas/checkpoint-3",
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"epoch": 3.0,
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"eval_steps": 500,
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"global_step": 3,
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"is_hyper_param_search": false,
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"is_world_process_zero": true,
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"log_history": [
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"epoch": 1.0,
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"epoch": 1.0,
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"eval_precision": 0.5,
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"eval_recall": 1.0,
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"eval_runtime": 0.087,
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"eval_samples_per_second": 22.988,
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"eval_steps_per_second": 11.494,
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"step": 1
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"epoch": 2.0,
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"eval_auc": 1.0,
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"eval_f1": 0.0,
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"save_steps": 500,
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"stateful_callbacks": {
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"EarlyStoppingCallback": {
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"args": {
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"attributes": {
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"TrainerControl": {
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"args": {
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"should_epoch_stop": false,
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},
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"attributes": {}
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}
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checkpoint-3/training_args.bin
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version https://git-lfs.github.com/spec/v1
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size 5176
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config.json
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{
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"_name_or_path": "google/mobilenet_v2_1.0_224",
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"_num_labels": 2,
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"architectures": [
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"MobileNetV2ForImageClassification"
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],
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"classifier_dropout_prob": 0.2,
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"depth_divisible_by": 8,
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"depth_multiplier": 1.0,
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"expand_ratio": 6,
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"finegrained_output": true,
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"first_layer_is_expansion": true,
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"hidden_act": "relu6",
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"id2label": {
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"0": "maduras",
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"1": "normales"
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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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"maduras": 0,
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"normales": 1
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},
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"layer_norm_eps": 0.001,
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"min_depth": 8,
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"model_type": "mobilenet_v2",
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"num_channels": 3,
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"output_stride": 32,
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"problem_type": "single_label_classification",
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"semantic_loss_ignore_index": 255,
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"tf_padding": true,
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"torch_dtype": "float32",
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"transformers_version": "4.42.2"
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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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size 9080216
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preprocessor_config.json
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{
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"crop_size": {
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"height": 224,
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"width": 224
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},
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"do_center_crop": true,
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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": "MobileNetV2ImageProcessor",
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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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"shortest_edge": 256
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}
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}
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runs/Jul15_17-03-17_r-kcazar-prueba-finetunning-l6xjmmao-b1bdc-aq4af/events.out.tfevents.1721062999.r-kcazar-prueba-finetunning-l6xjmmao-b1bdc-aq4af.106.0
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training_args.bin
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training_params.json
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{
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"data_path": "clasificador-de-bananas/autotrain-data",
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"username": "KCAZAR",
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+
"batch_size": 8,
|
8 |
+
"warmup_ratio": 0.1,
|
9 |
+
"gradient_accumulation": 1,
|
10 |
+
"optimizer": "adamw_torch",
|
11 |
+
"scheduler": "linear",
|
12 |
+
"weight_decay": 0.0,
|
13 |
+
"max_grad_norm": 1.0,
|
14 |
+
"seed": 42,
|
15 |
+
"train_split": "train",
|
16 |
+
"valid_split": "validation",
|
17 |
+
"logging_steps": -1,
|
18 |
+
"project_name": "clasificador-de-bananas",
|
19 |
+
"auto_find_batch_size": false,
|
20 |
+
"mixed_precision": "none",
|
21 |
+
"save_total_limit": 1,
|
22 |
+
"push_to_hub": true,
|
23 |
+
"eval_strategy": "epoch",
|
24 |
+
"image_column": "autotrain_image",
|
25 |
+
"target_column": "autotrain_label",
|
26 |
+
"log": "tensorboard",
|
27 |
+
"early_stopping_patience": 5,
|
28 |
+
"early_stopping_threshold": 0.01
|
29 |
+
}
|