first commit

.gitignore

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+checkpoint-*/

all_results.json

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+{
+    "epoch": 2.0,
+    "eval_accuracy": 0.9043314126763362,
+    "eval_loss": 0.23999236524105072,
+    "eval_runtime": 93.6052,
+    "eval_samples_per_second": 107.537,
+    "eval_steps_per_second": 3.365,
+    "total_flos": 5.679462069216204e+19,
+    "train_loss": 0.1848815517786954,
+    "train_runtime": 16137.6204,
+    "train_samples_per_second": 45.426,
+    "train_steps_per_second": 0.355
+}

config.json

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+{
+  "_name_or_path": "google/vit-base-patch16-224-in21k",
+  "architectures": [
+    "ViTForImageClassification"
+  ],
+  "attention_probs_dropout_prob": 0.0,
+  "encoder_stride": 16,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.0,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "nude",
+    "1": "safe",
+    "2": "sexy"
+  },
+  "image_size": 224,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "nude": 0,
+    "safe": 1,
+    "sexy": 2
+  },
+  "layer_norm_eps": 1e-12,
+  "model_type": "vit",
+  "num_attention_heads": 12,
+  "num_channels": 3,
+  "num_hidden_layers": 12,
+  "patch_size": 16,
+  "problem_type": "single_label_classification",
+  "qkv_bias": true,
+  "torch_dtype": "float32",
+  "transformers_version": "4.28.0"
+}

eval_results.json

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+{
+    "epoch": 2.0,
+    "eval_accuracy": 0.9043314126763362,
+    "eval_loss": 0.23999236524105072,
+    "eval_runtime": 93.6052,
+    "eval_samples_per_second": 107.537,
+    "eval_steps_per_second": 3.365
+}

preprocessor_config.json

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+{
+  "do_normalize": true,
+  "do_rescale": true,
+  "do_resize": true,
+  "image_mean": [
+    0.5,
+    0.5,
+    0.5
+  ],
+  "image_processor_type": "ViTImageProcessor",
+  "image_std": [
+    0.5,
+    0.5,
+    0.5
+  ],
+  "resample": 2,
+  "rescale_factor": 0.00392156862745098,
+  "size": {
+    "height": 224,
+    "width": 224
+  }
+}

train_results.json

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+{
+    "epoch": 2.0,
+    "total_flos": 5.679462069216204e+19,
+    "train_loss": 0.1848815517786954,
+    "train_runtime": 16137.6204,
+    "train_samples_per_second": 45.426,
+    "train_steps_per_second": 0.355
+}