Messis | W&B Run exp-9-dropout2d-p-0.2-0 (https://wandb.ai/crop-classification/messis/runs/d3zidx38)

config.json

@@ -1,6 +1,6 @@
 {
   "hparams": {
-    "accumulate_grad_batches": 1,
+    "accumulate_grad_batches": 4,
     "backbone_weights_path": "./prithvi/models/Prithvi_100M.pt",
     "bands": [
       0,
@@ -10,15 +10,14 @@
       4,
       5
     ],
-    "batch_size": 16,
-    "bottleneck_reduction_factor": null,
+    "batch_size": 4,
     "debug": false,
-    "dropout_p": 0.1,
+    "dropout_p": 0.2,
     "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-full-neck",
+    "experiment_group": "exp-9-dropout2d",
+    "experiment_name": "exp-9-dropout2d-p-0.2",
     "freeze_backbone": true,
     "heads_spec": {
       "tier1": {
@@ -55,7 +54,7 @@
     "img_size": 224,
     "lr": 0.001,
     "max_epochs": 400,
-    "name": "full-neck",
+    "name": "p-0.2",
     "num_frames": 3,
     "optimizer": "Adam",
     "optimizer_momentum": null,
@@ -65,14 +64,13 @@
       5
     ],
     "train_folds": [
-      0,
       1,
       2,
-      3
+      3,
+      4
     ],
-    "use_bottleneck_neck": false,
     "val_folds": [
-      4
+      0
     ]
   }
 }

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:b2f42714a5b904e5d6fff53287f334008a230e03a3c1ac93f282925e53a04e10
+oid sha256:d8c9f88c16431c3bf972b27473cc92bee5a912a882b97c30247e22e67525924f
 size 713880940