Messis | W&B Run exp-9-dropout2d-p-0.1-3 (https://wandb.ai/crop-classification/messis/runs/sft8i5l2)

config.json

@@ -1,6 +1,6 @@
 {
   "hparams": {
-    "accumulate_grad_batches": 2,
+    "accumulate_grad_batches": 4,
     "backbone_weights_path": "./prithvi/models/Prithvi_100M.pt",
     "bands": [
       0,
@@ -10,15 +10,14 @@
       4,
       5
     ],
-    "batch_size": 8,
-    "bottleneck_reduction_factor": 4,
+    "batch_size": 4,
     "debug": false,
     "dropout_p": 0.1,
     "early_stopping_metric": "val_f1_tier3_majority",
     "early_stopping_mode": "max",
     "early_stopping_patience": 10,
-    "experiment_group": "exp-13-neck-reduction",
-    "experiment_name": "exp-13-neck-reduction-bottleneck-rf-4",
+    "experiment_group": "exp-9-dropout2d",
+    "experiment_name": "exp-9-dropout2d-p-0.1",
     "freeze_backbone": true,
     "heads_spec": {
       "tier1": {
@@ -55,7 +54,7 @@
     "img_size": 224,
     "lr": 0.001,
     "max_epochs": 400,
-    "name": "bottleneck-rf-4",
+    "name": "p-0.1",
     "num_frames": 3,
     "optimizer": "Adam",
     "optimizer_momentum": null,
@@ -68,11 +67,10 @@
       0,
       1,
       2,
-      3
+      4
     ],
-    "use_bottleneck_neck": true,
     "val_folds": [
-      4
+      3
     ]
   }
 }

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:199b191853e0252c2241606ed481fc03eb9f1a0ee5b867233845c24aed90d9aa
-size 416634516
+oid sha256:7397071fbd0cb91cc416d6ba1c408e119cb1c9b1ec242d5646bc76763c338b3e
+size 713880940