Messis | W&B Run exp-14-more-timesteps-9-0 (https://wandb.ai/crop-classification/messis/runs/mxg42s34)

config.json

@@ -1,6 +1,6 @@
 {
   "hparams": {
-    "accumulate_grad_batches": 4,
+    "accumulate_grad_batches": 16,
     "backbone_weights_path": "./prithvi/models/Prithvi_100M.pt",
     "bands": [
       0,
@@ -10,7 +10,7 @@
       4,
       5
     ],
-    "batch_size": 4,
+    "batch_size": 1,
     "bottleneck_reduction_factor": 8,
     "data_augmentation": {
       "enabled": false,
@@ -23,7 +23,7 @@
     "early_stopping_mode": "max",
     "early_stopping_patience": 10,
     "experiment_group": "exp-14-more-timesteps",
-    "experiment_name": "exp-14-more-timesteps-3",
+    "experiment_name": "exp-14-more-timesteps-9",
     "freeze_backbone": true,
     "heads_spec": {
       "tier1": {
@@ -64,8 +64,8 @@
     "loss_ignore_background": false,
     "lr": 0.001,
     "max_epochs": 400,
-    "name": "3",
-    "num_frames": 3,
+    "name": "9",
+    "num_frames": 9,
     "optimizer": "Adam",
     "optimizer_momentum": null,
     "optimizer_weight_decay": null,
@@ -74,14 +74,14 @@
       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 sha256:94e1dfd6cc1fe310bafd2693cd648daded5e1c20e0fdfd38a909528d65ede2c6
-size 713880940
+oid sha256:87466e07c52b7a4296ee1a87eacc54a09c3969510d08e1b1341859e1dd66af4a
+size 1435975780