Messis | W&B Run exp-6-background-loss-consider-2 (https://wandb.ai/crop-classification/messis/runs/5vbbic8n)

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,
@@ -10,7 +10,7 @@
       4,
       5
     ],
-    "batch_size": 16,
+    "batch_size": 4,
     "bottleneck_reduction_factor": 8,
     "debug": false,
     "dropout_p": 0.1,
@@ -18,7 +18,7 @@
     "early_stopping_mode": "max",
     "early_stopping_patience": 10,
     "experiment_group": "exp-6-background-loss",
-    "experiment_name": "exp-6-background-loss-ignore",
+    "experiment_name": "exp-6-background-loss-consider",
     "freeze_backbone": true,
     "heads_spec": {
       "tier1": {
@@ -56,10 +56,10 @@
       }
     },
     "img_size": 224,
-    "loss_ignore_background": true,
+    "loss_ignore_background": false,
     "lr": 0.001,
     "max_epochs": 400,
-    "name": "ignore",
+    "name": "consider",
     "num_frames": 3,
     "optimizer": "Adam",
     "optimizer_momentum": null,
@@ -71,12 +71,12 @@
     "train_folds": [
       0,
       1,
-      2,
-      3
+      3,
+      4
     ],
     "use_bottleneck_neck": false,
     "val_folds": [
-      4
+      2
     ]
   }
 }

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:3b7e34045cea549549656de846893eafec9e32ed1e8f279b6df9a4faea044181
+oid sha256:c6add0c2962ff81712b54e394fbad1c547580c92ec960a7ba7dada44105ebb64
 size 713880940