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README.md

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+
+---
+tags:
+- autotrain
+- image-classification
+widget:
+- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/tiger.jpg
+  example_title: Tiger
+- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/teapot.jpg
+  example_title: Teapot
+- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/palace.jpg
+  example_title: Palace
+datasets:
+- chanhua/autotrain-data-autotrain-82nel-cfd2f
+---
+
+# Model Trained Using AutoTrain
+
+- Problem type: Image Classification
+
+## Validation Metricsg
+loss: nan
+
+f1_macro: 0.06666666666666668
+
+f1_micro: 0.20000000000000004
+
+f1_weighted: 0.06666666666666668
+
+precision_macro: 0.04
+
+precision_micro: 0.2
+
+precision_weighted: 0.04
+
+recall_macro: 0.2
+
+recall_micro: 0.2
+
+recall_weighted: 0.2
+
+accuracy: 0.2

checkpoint-5/config.json

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+{
+  "_name_or_path": "microsoft/resnet-50",
+  "_num_labels": 5,
+  "architectures": [
+    "ResNetForImageClassification"
+  ],
+  "depths": [
+    3,
+    4,
+    6,
+    3
+  ],
+  "downsample_in_bottleneck": false,
+  "downsample_in_first_stage": false,
+  "embedding_size": 64,
+  "hidden_act": "relu",
+  "hidden_sizes": [
+    256,
+    512,
+    1024,
+    2048
+  ],
+  "id2label": {
+    "0": "10_just_a_pure_cotton_quilt",
+    "1": "11_cover_the_quilt_with_only_the_head_exposed",
+    "2": "12_just_a_pure_face",
+    "3": "13_cover_the_quilt_to_expose_the_head_and_shoulders",
+    "4": "14_has_nothing_to_do_with_11_and_13_above"
+  },
+  "label2id": {
+    "10_just_a_pure_cotton_quilt": 0,
+    "11_cover_the_quilt_with_only_the_head_exposed": 1,
+    "12_just_a_pure_face": 2,
+    "13_cover_the_quilt_to_expose_the_head_and_shoulders": 3,
+    "14_has_nothing_to_do_with_11_and_13_above": 4
+  },
+  "layer_type": "bottleneck",
+  "model_type": "resnet",
+  "num_channels": 3,
+  "out_features": [
+    "stage4"
+  ],
+  "out_indices": [
+    4
+  ],
+  "problem_type": "single_label_classification",
+  "stage_names": [
+    "stem",
+    "stage1",
+    "stage2",
+    "stage3",
+    "stage4"
+  ],
+  "torch_dtype": "float32",
+  "transformers_version": "4.36.1"
+}

checkpoint-5/model.safetensors

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checkpoint-5/optimizer.pt

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checkpoint-5/rng_state.pth

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checkpoint-5/trainer_state.json

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+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
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checkpoint-5/training_args.bin

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config.json

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+{
+  "_name_or_path": "microsoft/resnet-50",
+  "_num_labels": 5,
+  "architectures": [
+    "ResNetForImageClassification"
+  ],
+  "depths": [
+    3,
+    4,
+    6,
+    3
+  ],
+  "downsample_in_bottleneck": false,
+  "downsample_in_first_stage": false,
+  "embedding_size": 64,
+  "hidden_act": "relu",
+  "hidden_sizes": [
+    256,
+    512,
+    1024,
+    2048
+  ],
+  "id2label": {
+    "0": "10_just_a_pure_cotton_quilt",
+    "1": "11_cover_the_quilt_with_only_the_head_exposed",
+    "2": "12_just_a_pure_face",
+    "3": "13_cover_the_quilt_to_expose_the_head_and_shoulders",
+    "4": "14_has_nothing_to_do_with_11_and_13_above"
+  },
+  "label2id": {
+    "10_just_a_pure_cotton_quilt": 0,
+    "11_cover_the_quilt_with_only_the_head_exposed": 1,
+    "12_just_a_pure_face": 2,
+    "13_cover_the_quilt_to_expose_the_head_and_shoulders": 3,
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+  "model_type": "resnet",
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+  "stage_names": [
+    "stem",
+    "stage1",
+    "stage2",
+    "stage3",
+    "stage4"
+  ],
+  "torch_dtype": "float32",
+  "transformers_version": "4.36.1"
+}

model.safetensors

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preprocessor_config.json

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+  "do_normalize": true,
+  "do_rescale": true,
+  "do_resize": true,
+  "image_mean": [
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+  "image_processor_type": "ConvNextImageProcessor",
+  "image_std": [
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+  ],
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+  "rescale_factor": 0.00392156862745098,
+  "size": {
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+  }
+}

training_args.bin

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training_params.json

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+    "data_path": "chanhua/autotrain-data-autotrain-82nel-cfd2f",
+    "model": "microsoft/resnet-50",
+    "username": "chanhua",
+    "lr": 5e-05,
+    "epochs": 3,
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+    "warmup_ratio": 0.1,
+    "gradient_accumulation": 1,
+    "optimizer": "adamw_torch",
+    "scheduler": "linear",
+    "weight_decay": 0.0,
+    "max_grad_norm": 1.0,
+    "seed": 42,
+    "train_split": "train",
+    "valid_split": "validation",
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+    "project_name": "/tmp/model",
+    "auto_find_batch_size": false,
+    "mixed_precision": "no",
+    "save_total_limit": 1,
+    "save_strategy": "epoch",
+    "push_to_hub": true,
+    "repo_id": "chanhua/autotrain-82nel-cfd2f",
+    "evaluation_strategy": "epoch",
+    "image_column": "autotrain_image",
+    "target_column": "autotrain_label",
+    "log": "none"
+}