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all_results.json

@@ -0,0 +1,13 @@
+{
+    "epoch": 5.0,
+    "eval_f1": 0.9538885065381968,
+    "eval_loss": 0.12370797991752625,
+    "eval_runtime": 15.1389,
+    "eval_samples_per_second": 198.165,
+    "eval_steps_per_second": 6.209,
+    "total_flos": 1.4339856401173094e+19,
+    "train_loss": 0.13944385742400917,
+    "train_runtime": 1629.9678,
+    "train_samples_per_second": 167.519,
+    "train_steps_per_second": 5.236
+}

config.json

@@ -0,0 +1,49 @@
+{
+  "_name_or_path": "microsoft/resnet-152",
+  "architectures": [
+    "ResNetForImageClassification"
+  ],
+  "depths": [
+    3,
+    8,
+    36,
+    3
+  ],
+  "downsample_in_bottleneck": false,
+  "downsample_in_first_stage": false,
+  "embedding_size": 64,
+  "hidden_act": "relu",
+  "hidden_sizes": [
+    256,
+    512,
+    1024,
+    2048
+  ],
+  "id2label": {
+    "0": "benign",
+    "1": "malignant"
+  },
+  "label2id": {
+    "benign": 0,
+    "malignant": 1
+  },
+  "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": "4.48.2"
+}

eval_results.json

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+{
+    "epoch": 5.0,
+    "eval_f1": 0.9538885065381968,
+    "eval_loss": 0.12370797991752625,
+    "eval_runtime": 15.1389,
+    "eval_samples_per_second": 198.165,
+    "eval_steps_per_second": 6.209
+}

model.safetensors

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+size 233321808

preprocessor_config.json

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+{
+  "crop_pct": 0.875,
+  "do_normalize": true,
+  "do_rescale": true,
+  "do_resize": true,
+  "image_mean": [
+    0.485,
+    0.456,
+    0.406
+  ],
+  "image_processor_type": "ConvNextImageProcessor",
+  "image_std": [
+    0.229,
+    0.224,
+    0.225
+  ],
+  "resample": 3,
+  "rescale_factor": 0.00392156862745098,
+  "size": {
+    "shortest_edge": 224
+  }
+}

train_results.json

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+{
+    "epoch": 5.0,
+    "total_flos": 1.4339856401173094e+19,
+    "train_loss": 0.13944385742400917,
+    "train_runtime": 1629.9678,
+    "train_samples_per_second": 167.519,
+    "train_steps_per_second": 5.236
+}

training_args.bin

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+size 5304