Messis | W&B Run exp-11-more-channels-1024-0 (https://wandb.ai/crop-classification/messis/runs/bb960ge3)

config.json

@@ -12,16 +12,17 @@
     ],
     "batch_size": 4,
     "debug": false,
-    "dropout_p": 0.2,
+    "dropout_p": 0.1,
     "early_stopping_metric": "val_f1_tier3_majority",
     "early_stopping_mode": "max",
     "early_stopping_patience": 10,
-    "experiment_group": "exp-9-dropout2d",
-    "experiment_name": "exp-9-dropout2d-p-0.2",
+    "experiment_group": "exp-11-more-channels",
+    "experiment_name": "exp-11-more-channels-1024",
     "freeze_backbone": true,
     "heads_spec": {
       "tier1": {
         "is_metrics_tier": true,
+        "kernel_size": 1,
         "loss_weight": 1,
         "num_classes_to_predict": 6,
         "target_idx": 0,
@@ -29,6 +30,7 @@
       },
       "tier2": {
         "is_metrics_tier": true,
+        "kernel_size": 1,
         "loss_weight": 1,
         "num_classes_to_predict": 17,
         "target_idx": 1,
@@ -37,6 +39,7 @@
       "tier3": {
         "is_last_tier": true,
         "is_metrics_tier": true,
+        "kernel_size": 1,
         "loss_weight": 1,
         "num_classes_to_predict": 49,
         "target_idx": 2,
@@ -54,7 +57,7 @@
     "img_size": 224,
     "lr": 0.001,
     "max_epochs": 400,
-    "name": "p-0.2",
+    "name": "1024",
     "num_frames": 3,
     "optimizer": "Adam",
     "optimizer_momentum": null,
@@ -64,13 +67,13 @@
       5
     ],
     "train_folds": [
-      0,
       1,
       2,
-      3
+      3,
+      4
     ],
     "val_folds": [
-      4
+      0
     ]
   }
 }

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:e1debb23d5beac64237e3747641039fc49b1255a02b95a9aebde651229659dd1
-size 713880940
+oid sha256:5772c63466c59c3aece49fcc517b3417148431482032c33311498b1195004f2c
+size 701932788