Messis | W&B Run exp-12-num_convs-3-0 (https://wandb.ai/crop-classification/messis/runs/53i9t5aa)

config.json

@@ -11,13 +11,14 @@
       5
     ],
     "batch_size": 4,
+    "bottleneck_reduction_factor": 8,
     "debug": false,
     "dropout_p": 0.1,
     "early_stopping_metric": "val_f1_tier3_majority",
     "early_stopping_mode": "max",
     "early_stopping_patience": 10,
-    "experiment_group": "exp-10-fcn-head-kernel-size",
-    "experiment_name": "exp-10-fcn-head-kernel-size-3x3",
+    "experiment_group": "exp-12-num_convs",
+    "experiment_name": "exp-12-num_convs-3",
     "freeze_backbone": true,
     "heads_spec": {
       "tier1": {
@@ -25,6 +26,7 @@
         "kernel_size": 3,
         "loss_weight": 1,
         "num_classes_to_predict": 6,
+        "num_convs": 3,
         "target_idx": 0,
         "type": "HierarchicalFCNHead"
       },
@@ -33,6 +35,7 @@
         "kernel_size": 3,
         "loss_weight": 1,
         "num_classes_to_predict": 17,
+        "num_convs": 3,
         "target_idx": 1,
         "type": "HierarchicalFCNHead"
       },
@@ -42,6 +45,7 @@
         "kernel_size": 3,
         "loss_weight": 1,
         "num_classes_to_predict": 49,
+        "num_convs": 3,
         "target_idx": 2,
         "type": "HierarchicalFCNHead"
       },
@@ -57,7 +61,7 @@
     "img_size": 224,
     "lr": 0.001,
     "max_epochs": 400,
-    "name": "3x3",
+    "name": "3",
     "num_frames": 3,
     "optimizer": "Adam",
     "optimizer_momentum": null,
@@ -67,13 +71,14 @@
       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
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-size 713880940
+oid sha256:f981d768bd838bc030eb7eef798c479e9b9a7c551f28406b56209ada0ffe9774
+size 728065156