Messis | W&B Run exp-7-label-hierarchy-seasonality-1 (https://wandb.ai/crop-classification/messis/runs/prm2vmqr)

config.json

@@ -1,6 +1,6 @@
 {
   "hparams": {
-    "accumulate_grad_batches": 4,
+    "accumulate_grad_batches": 1,
     "backbone_weights_path": "./prithvi/models/Prithvi_100M.pt",
     "bands": [
       0,
@@ -10,7 +10,7 @@
       4,
       5
     ],
-    "batch_size": 4,
+    "batch_size": 16,
     "bottleneck_reduction_factor": 8,
     "data_augmentation": {
       "enabled": false,
@@ -23,7 +23,7 @@
     "early_stopping_mode": "max",
     "early_stopping_patience": 10,
     "experiment_group": "exp-7-label-hierarchy",
-    "experiment_name": "exp-7-label-hierarchy-seasonality-reduced",
+    "experiment_name": "exp-7-label-hierarchy-seasonality",
     "freeze_backbone": true,
     "heads_spec": {
       "tier1": {
@@ -37,7 +37,7 @@
         "is_last_tier": true,
         "is_metrics_tier": true,
         "loss_weight": 1,
-        "num_classes_to_predict": 25,
+        "num_classes_to_predict": 43,
         "target_idx": 1,
         "type": "HierarchicalFCNHead"
       },
@@ -45,7 +45,7 @@
         "is_final_head": true,
         "is_metrics_tier": false,
         "loss_weight": 1,
-        "num_classes_to_predict": 25,
+        "num_classes_to_predict": 43,
         "target_idx": 1,
         "type": "LabelRefinementHead"
       }
@@ -54,7 +54,7 @@
     "loss_ignore_background": false,
     "lr": 0.001,
     "max_epochs": 400,
-    "name": "seasonality-reduced",
+    "name": "seasonality",
     "num_frames": 3,
     "optimizer": "Adam",
     "optimizer_momentum": null,
@@ -64,14 +64,14 @@
       5
     ],
     "train_folds": [
-      1,
+      0,
       2,
       3,
       4
     ],
     "use_bottleneck_neck": false,
     "val_folds": [
-      0
+      1
     ]
   }
 }

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
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-size 711438096
+oid sha256:d1d563db079462382312a918411eac63dc6ef5f4445a19d1bad6fc536c0205c2
+size 711475104