Messis | W&B Run exp-9-dropout2d-p-0.5-0 (https://wandb.ai/crop-classification/messis/runs/cm0hlw6k)

config.json

@@ -12,17 +12,16 @@
     ],
     "batch_size": 4,
     "debug": false,
-    "dropout_p": 0.1,
+    "dropout_p": 0.5,
     "early_stopping_metric": "val_f1_tier3_majority",
     "early_stopping_mode": "max",
     "early_stopping_patience": 10,
-    "experiment_group": "exp-11-more-channels",
-    "experiment_name": "exp-11-more-channels-1024",
+    "experiment_group": "exp-9-dropout2d",
+    "experiment_name": "exp-9-dropout2d-p-0.5",
     "freeze_backbone": true,
     "heads_spec": {
       "tier1": {
         "is_metrics_tier": true,
-        "kernel_size": 1,
         "loss_weight": 1,
         "num_classes_to_predict": 6,
         "target_idx": 0,
@@ -30,7 +29,6 @@
       },
       "tier2": {
         "is_metrics_tier": true,
-        "kernel_size": 1,
         "loss_weight": 1,
         "num_classes_to_predict": 17,
         "target_idx": 1,
@@ -39,7 +37,6 @@
       "tier3": {
         "is_last_tier": true,
         "is_metrics_tier": true,
-        "kernel_size": 1,
         "loss_weight": 1,
         "num_classes_to_predict": 49,
         "target_idx": 2,
@@ -57,7 +54,7 @@
     "img_size": 224,
     "lr": 0.001,
     "max_epochs": 400,
-    "name": "1024",
+    "name": "p-0.5",
     "num_frames": 3,
     "optimizer": "Adam",
     "optimizer_momentum": null,

model.safetensors

@@ -1,3 +1,3 @@
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-size 701932788
+oid sha256:82433c49466cadce058c399230329f0da6b9754e691530e29340a25a472dc9f5
+size 713880940