Training in progress, epoch 2

config.json

@@ -1,5 +1,5 @@
 {
-  "_name_or_path": "microsoft/swinv2-large-patch4-window12to24-192to384-22kto1k-ft",
+  "_name_or_path": "microsoft/swinv2-base-patch4-window16-256",
   "architectures": [
     "Swinv2ForImageClassification"
   ],
@@ -11,44 +11,44 @@
     2
   ],
   "drop_path_rate": 0.1,
-  "embed_dim": 192,
+  "embed_dim": 128,
   "encoder_stride": 32,
   "hidden_act": "gelu",
   "hidden_dropout_prob": 0.0,
-  "hidden_size": 1536,
+  "hidden_size": 1024,
   "id2label": {
-    "0": "HGSO",
-    "1": "LGLO",
-    "2": "HGLO",
-    "3": "MWL",
-    "4": "UGLO",
-    "5": "MGLO",
-    "6": "MWS",
-    "7": "MGSO",
-    "8": "LGSO"
+    "0": "LGSO",
+    "1": "MWL",
+    "2": "HGSO",
+    "3": "MWS",
+    "4": "HGLO",
+    "5": "LGLO",
+    "6": "UGLO",
+    "7": "MGLO",
+    "8": "MGSO"
   },
-  "image_size": 384,
+  "image_size": 256,
   "initializer_range": 0.02,
   "label2id": {
-    "HGLO": 2,
-    "HGSO": 0,
-    "LGLO": 1,
-    "LGSO": 8,
-    "MGLO": 5,
-    "MGSO": 7,
-    "MWL": 3,
-    "MWS": 6,
-    "UGLO": 4
+    "HGLO": 4,
+    "HGSO": 2,
+    "LGLO": 5,
+    "LGSO": 0,
+    "MGLO": 7,
+    "MGSO": 8,
+    "MWL": 1,
+    "MWS": 3,
+    "UGLO": 6
   },
   "layer_norm_eps": 1e-05,
   "mlp_ratio": 4.0,
   "model_type": "swinv2",
   "num_channels": 3,
   "num_heads": [
-    6,
-    12,
-    24,
-    48
+    4,
+    8,
+    16,
+    32
   ],
   "num_layers": 4,
   "out_features": [
@@ -60,10 +60,10 @@
   "patch_size": 4,
   "path_norm": true,
   "pretrained_window_sizes": [
-    12,
-    12,
-    12,
-    6
+    0,
+    0,
+    0,
+    0
   ],
   "problem_type": "single_label_classification",
   "qkv_bias": true,
@@ -77,5 +77,5 @@
   "torch_dtype": "float32",
   "transformers_version": "4.45.2",
   "use_absolute_embeddings": false,
-  "window_size": 24
+  "window_size": 16
 }

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preprocessor_config.json

@@ -16,7 +16,7 @@
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   "rescale_factor": 0.00392156862745098,
   "size": {
-    "height": 384,
-    "width": 384
+    "height": 256,
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 }

training_args.bin

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