Training in progress, epoch 1

config.json

@@ -1,24 +1,14 @@
 {
+  "apply_layernorm": true,
   "architectures": [
-    "ResNetForImageClassification"
+    "Dinov2ForImageClassification"
   ],
-  "depths": [
-    3,
-    4,
-    6,
-    3
-  ],
-  "downsample_in_bottleneck": false,
-  "downsample_in_first_stage": false,
+  "attention_probs_dropout_prob": 0.0,
+  "drop_path_rate": 0.0,
   "dtype": "float32",
-  "embedding_size": 64,
-  "hidden_act": "relu",
-  "hidden_sizes": [
-    64,
-    128,
-    256,
-    512
-  ],
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.0,
+  "hidden_size": 768,
   "id2label": {
     "0": "abnormal_lymphocyte",
     "1": "agg_plt",
@@ -39,6 +29,8 @@
     "8": "immature_wbc",
     "9": "lymphocyte"
   },
+  "image_size": 518,
+  "initializer_range": 0.02,
   "label2id": {
     "abnormal_lymphocyte": "0",
     "agg_plt": "1",
@@ -59,21 +51,38 @@
     "smudge": "16",
     "unk_wbc": "17"
   },
-  "layer_type": "basic",
-  "model_type": "resnet",
+  "layer_norm_eps": 1e-06,
+  "layerscale_value": 1.0,
+  "mlp_ratio": 4,
+  "model_type": "dinov2",
+  "num_attention_heads": 12,
   "num_channels": 3,
+  "num_hidden_layers": 12,
   "out_features": [
-    "stage4"
+    "stage12"
   ],
   "out_indices": [
-    4
+    12
   ],
+  "patch_size": 14,
+  "qkv_bias": true,
+  "reshape_hidden_states": true,
   "stage_names": [
     "stem",
     "stage1",
     "stage2",
     "stage3",
-    "stage4"
+    "stage4",
+    "stage5",
+    "stage6",
+    "stage7",
+    "stage8",
+    "stage9",
+    "stage10",
+    "stage11",
+    "stage12"
   ],
-  "transformers_version": "4.56.1"
+  "transformers_version": "4.56.1",
+  "use_mask_token": true,
+  "use_swiglu_ffn": false
 }

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:5d827eca4e7e51aa74c42cff89d7acbc0bbdca74c9804d78d97a61f05b73761b
-size 85272184
+oid sha256:8da26c92b37c4d3041a5e60469adb1204a0f0de71523be717b2cdcb3fef8aefb
+size 346458304

preprocessor_config.json

@@ -1,12 +1,14 @@
 {
-  "crop_pct": 0.875,
-  "crop_size": null,
+  "crop_size": {
+    "height": 224,
+    "width": 224
+  },
   "data_format": "channels_first",
   "default_to_square": false,
   "device": null,
   "disable_grouping": null,
-  "do_center_crop": null,
-  "do_convert_rgb": null,
+  "do_center_crop": true,
+  "do_convert_rgb": true,
   "do_normalize": true,
   "do_rescale": true,
   "do_resize": true,
@@ -15,7 +17,7 @@
     0.456,
     0.406
   ],
-  "image_processor_type": "ConvNextImageProcessorFast",
+  "image_processor_type": "BitImageProcessorFast",
   "image_std": [
     0.229,
     0.224,
@@ -26,6 +28,6 @@
   "rescale_factor": 0.00392156862745098,
   "return_tensors": null,
   "size": {
-    "shortest_edge": 224
+    "shortest_edge": 256
   }
 }

training_args.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:baa334e609da2540084d105c9a91639a863876cdbb2cd271f38e02588754ee6b
+oid sha256:d69e81f94e004239385f76e01a8a0b69bf82ddb5b1b68d1cb0a8097aebfe3f79
 size 5777