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Browse files- README.md +31 -0
- checkpoint-1/config.json +50 -0
- checkpoint-1/model.safetensors +3 -0
- checkpoint-1/optimizer.pt +3 -0
- checkpoint-1/rng_state.pth +3 -0
- checkpoint-1/scheduler.pt +3 -0
- checkpoint-1/trainer_state.json +62 -0
- checkpoint-1/training_args.bin +3 -0
- config.json +50 -0
- model.safetensors +3 -0
- preprocessor_config.json +22 -0
- runs/Sep01_22-29-19_r-lucidigi-fuk-gvbha9ov-9cd45-6i3wc/events.out.tfevents.1725229761.r-lucidigi-fuk-gvbha9ov-9cd45-6i3wc.113.0 +2 -2
- runs/Sep01_22-29-19_r-lucidigi-fuk-gvbha9ov-9cd45-6i3wc/events.out.tfevents.1725229774.r-lucidigi-fuk-gvbha9ov-9cd45-6i3wc.113.1 +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: microsoft/resnet-50
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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: 0.7891022562980652
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f1: 0.0
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precision: 0.0
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recall: 0.0
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auc: 0.0
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accuracy: 0.0
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checkpoint-1/config.json
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{
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"_name_or_path": "microsoft/resnet-50",
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"_num_labels": 2,
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"architectures": [
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"ResNetForImageClassification"
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],
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"depths": [
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3,
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4,
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6,
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3
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],
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"downsample_in_bottleneck": false,
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"downsample_in_first_stage": false,
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"embedding_size": 64,
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"hidden_act": "relu",
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"hidden_sizes": [
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256,
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512,
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1024,
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2048
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],
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"id2label": {
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"0": "cat",
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"1": "dog"
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},
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"label2id": {
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"cat": 0,
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"dog": 1
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},
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"layer_type": "bottleneck",
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"model_type": "resnet",
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"num_channels": 3,
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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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"problem_type": "single_label_classification",
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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": "4.44.1"
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}
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checkpoint-1/model.safetensors
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checkpoint-1/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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checkpoint-1/rng_state.pth
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checkpoint-1/scheduler.pt
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checkpoint-1/trainer_state.json
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{
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"best_metric": 0.7891022562980652,
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"best_model_checkpoint": "autotrain-1w87h-lmg7u/checkpoint-1",
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"epoch": 1.0,
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"eval_steps": 500,
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"global_step": 1,
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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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"epoch": 1.0,
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"grad_norm": 5.87813138961792,
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"learning_rate": 5e-05,
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"loss": 0.7012,
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"step": 1
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"epoch": 1.0,
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"eval_precision": 0.0,
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"eval_recall": 0.0,
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"eval_runtime": 0.2815,
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"eval_samples_per_second": 7.105,
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"eval_steps_per_second": 3.552,
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"step": 1
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}
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],
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"logging_steps": 1,
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"max_steps": 3,
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"num_input_tokens_seen": 0,
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"num_train_epochs": 3,
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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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"early_stopping_patience": 5,
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"early_stopping_threshold": 0.01
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"attributes": {
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"early_stopping_patience_counter": 0
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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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"attributes": {}
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}
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checkpoint-1/training_args.bin
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config.json
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"architectures": [
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"downsample_in_bottleneck": false,
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"problem_type": "single_label_classification",
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"stage_names": [
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],
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"torch_dtype": "float32",
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"transformers_version": "4.44.1"
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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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preprocessor_config.json
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{
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],
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"image_processor_type": "ConvNextImageProcessor",
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"image_std": [
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0.229,
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"size": {
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}
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}
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runs/Sep01_22-29-19_r-lucidigi-fuk-gvbha9ov-9cd45-6i3wc/events.out.tfevents.1725229761.r-lucidigi-fuk-gvbha9ov-9cd45-6i3wc.113.0
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training_args.bin
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training_params.json
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"push_to_hub": true,
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"eval_strategy": "epoch",
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"image_column": "autotrain_image",
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"target_column": "autotrain_label",
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"log": "tensorboard",
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"early_stopping_patience": 5,
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"early_stopping_threshold": 0.01
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}
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