Training in progress, epoch 0

config.json

@@ -1,50 +1,36 @@
 {
-  "_name_or_path": "microsoft/resnet-50",
+  "_name_or_path": "google/vit-base-patch16-224",
   "architectures": [
-    "ResNetForImageClassification"
-  ],
-  "depths": [
-    3,
-    4,
-    6,
-    3
-  ],
-  "downsample_in_first_stage": false,
-  "embedding_size": 64,
-  "hidden_act": "relu",
-  "hidden_sizes": [
-    256,
-    512,
-    1024,
-    2048
+    "ViTForImageClassification"
   ],
+  "attention_probs_dropout_prob": 0.0,
+  "encoder_stride": 16,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.0,
+  "hidden_size": 768,
   "id2label": {
-    "0": "Bacterial leaf blight",
-    "1": "Brown spot",
-    "2": "Leaf smut"
+    "0": "Bacterial blight",
+    "1": "Blast",
+    "2": "Brownspot",
+    "3": "Tungro"
   },
+  "image_size": 224,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
   "label2id": {
-    "Bacterial leaf blight": 0,
-    "Brown spot": 1,
-    "Leaf smut": 2
+    "Bacterial blight": 0,
+    "Blast": 1,
+    "Brownspot": 2,
+    "Tungro": 3
   },
-  "layer_type": "bottleneck",
-  "model_type": "resnet",
+  "layer_norm_eps": 1e-12,
+  "model_type": "vit",
+  "num_attention_heads": 12,
   "num_channels": 3,
-  "out_features": [
-    "stage4"
-  ],
-  "out_indices": [
-    4
-  ],
+  "num_hidden_layers": 9,
+  "patch_size": 16,
   "problem_type": "single_label_classification",
-  "stage_names": [
-    "stem",
-    "stage1",
-    "stage2",
-    "stage3",
-    "stage4"
-  ],
+  "qkv_bias": true,
   "torch_dtype": "float32",
   "transformers_version": "4.30.0.dev0"
 }

preprocessor_config.json

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

pytorch_model.bin

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+size 258203949

runs/Jun07_17-33-39_215d878de3e1/events.out.tfevents.1686159250.215d878de3e1.918.0

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training_args.bin

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