Training in progress, epoch 0

config.json

@@ -1,13 +1,22 @@
 {
-  "_name_or_path": "google/vit-large-patch32-384",
+  "_name_or_path": "facebook/convnext-tiny-224",
   "architectures": [
-    "ViTForImageClassification"
+    "ConvNextForImageClassification"
   ],
-  "attention_probs_dropout_prob": 0.0,
-  "encoder_stride": 16,
+  "depths": [
+    3,
+    3,
+    9,
+    3
+  ],
+  "drop_path_rate": 0.0,
   "hidden_act": "gelu",
-  "hidden_dropout_prob": 0.0,
-  "hidden_size": 1024,
+  "hidden_sizes": [
+    96,
+    192,
+    384,
+    768
+  ],
   "id2label": {
     "0": "Elbove Extension",
     "1": "KNEE Flexion",
@@ -18,9 +27,8 @@
     "6": "Wrist Extension",
     "7": "Wrist Flexion"
   },
-  "image_size": 384,
+  "image_size": 224,
   "initializer_range": 0.02,
-  "intermediate_size": 4096,
   "label2id": {
     "Elbove Extension": 0,
     "KNEE Flexion": 1,
@@ -32,13 +40,25 @@
     "Wrist Flexion": 7
   },
   "layer_norm_eps": 1e-12,
-  "model_type": "vit",
-  "num_attention_heads": 16,
+  "layer_scale_init_value": 1e-06,
+  "model_type": "convnext",
   "num_channels": 3,
-  "num_hidden_layers": 24,
-  "patch_size": 32,
+  "num_stages": 4,
+  "out_features": [
+    "stage4"
+  ],
+  "out_indices": [
+    4
+  ],
+  "patch_size": 4,
   "problem_type": "single_label_classification",
-  "qkv_bias": true,
+  "stage_names": [
+    "stem",
+    "stage1",
+    "stage2",
+    "stage3",
+    "stage4"
+  ],
   "torch_dtype": "float32",
   "transformers_version": "4.43.3"
 }

model.safetensors

@@ -1,3 +1,3 @@
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+size 111326392

preprocessor_config.json

@@ -1,22 +1,22 @@
 {
+  "crop_pct": 0.875,
   "do_normalize": true,
   "do_rescale": true,
   "do_resize": true,
   "image_mean": [
-    0.5,
-    0.5,
-    0.5
+    0.485,
+    0.456,
+    0.406
   ],
-  "image_processor_type": "ViTImageProcessor",
+  "image_processor_type": "ConvNextImageProcessor",
   "image_std": [
-    0.5,
-    0.5,
-    0.5
+    0.229,
+    0.224,
+    0.225
   ],
-  "resample": 2,
+  "resample": 3,
   "rescale_factor": 0.00392156862745098,
   "size": {
-    "height": 384,
-    "width": 384
+    "shortest_edge": 224
   }
 }

runs/Jul30_06-29-23_64c3671c02ec/events.out.tfevents.1722320991.64c3671c02ec.351.0

@@ -0,0 +1,3 @@
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training_args.bin

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