ENSTA-U2IS-AI · o-laurent · Jul 31, 2025 · Jul 31, 2025 · Jul 31, 2025 · Jul 31, 2025
diff --git a/experiments/classification/cifar10/configs/resnet.yaml b/experiments/classification/cifar10/configs/resnet.yaml
@@ -20,7 +20,7 @@ trainer:
         monitor: val/cls/Acc
         patience: 1000
         check_finite: true
-model:
+routine:
   num_classes: 10
   in_channels: 3
   loss: CrossEntropyLoss

diff --git a/experiments/classification/cifar10/configs/resnet18/batched.yaml b/experiments/classification/cifar10/configs/resnet18/batched.yaml
@@ -22,7 +22,7 @@ trainer:
         monitor: val/cls/Acc
         patience: 1000
         check_finite: true
-model:
+routine:
   num_classes: 10
   in_channels: 3
   loss: CrossEntropyLoss

diff --git a/experiments/classification/cifar10/configs/resnet18/masked.yaml b/experiments/classification/cifar10/configs/resnet18/masked.yaml
@@ -22,7 +22,7 @@ trainer:
         monitor: val/cls/Acc
         patience: 1000
         check_finite: true
-model:
+routine:
   num_classes: 10
   in_channels: 3
   loss: CrossEntropyLoss

diff --git a/experiments/classification/cifar10/configs/resnet18/mimo.yaml b/experiments/classification/cifar10/configs/resnet18/mimo.yaml
@@ -22,7 +22,7 @@ trainer:
         monitor: val/cls/Acc
         patience: 1000
         check_finite: true
-model:
+routine:
   num_classes: 10
   in_channels: 3
   loss: CrossEntropyLoss

diff --git a/experiments/classification/cifar10/configs/resnet18/packed.yaml b/experiments/classification/cifar10/configs/resnet18/packed.yaml
@@ -22,7 +22,7 @@ trainer:
         monitor: val/cls/Acc
         patience: 1000
         check_finite: true
-model:
+routine:
   num_classes: 10
   in_channels: 3
   loss: CrossEntropyLoss

diff --git a/experiments/classification/cifar10/configs/resnet18/standard.yaml b/experiments/classification/cifar10/configs/resnet18/standard.yaml
@@ -22,7 +22,7 @@ trainer:
         monitor: val/cls/Acc
         patience: 1000
         check_finite: true
-model:
+routine:
   num_classes: 10
   in_channels: 3
   loss: CrossEntropyLoss

diff --git a/experiments/classification/cifar10/configs/resnet50/batched.yaml b/experiments/classification/cifar10/configs/resnet50/batched.yaml
@@ -22,7 +22,7 @@ trainer:
       monitor: val/cls/Acc
       patience: 1000
       check_finite: true
-model:
+routine:
   num_classes: 10
   in_channels: 3
   loss: CrossEntropyLoss

diff --git a/experiments/classification/cifar10/configs/resnet50/masked.yaml b/experiments/classification/cifar10/configs/resnet50/masked.yaml
@@ -22,7 +22,7 @@ trainer:
         monitor: val/cls/Acc
         patience: 1000
         check_finite: true
-model:
+routine:
   num_classes: 10
   in_channels: 3
   loss: CrossEntropyLoss

diff --git a/experiments/classification/cifar10/configs/resnet50/mimo.yaml b/experiments/classification/cifar10/configs/resnet50/mimo.yaml
@@ -22,7 +22,7 @@ trainer:
         monitor: val/cls/Acc
         patience: 1000
         check_finite: true
-model:
+routine:
   num_classes: 10
   in_channels: 3
   loss: CrossEntropyLoss

diff --git a/experiments/classification/cifar10/configs/resnet50/packed.yaml b/experiments/classification/cifar10/configs/resnet50/packed.yaml
@@ -22,7 +22,7 @@ trainer:
         monitor: val/cls/Acc
         patience: 1000
         check_finite: true
-model:
+routine:
   num_classes: 10
   in_channels: 3
   loss: CrossEntropyLoss

diff --git a/experiments/classification/cifar10/configs/resnet50/standard.yaml b/experiments/classification/cifar10/configs/resnet50/standard.yaml
@@ -22,7 +22,7 @@ trainer:
         monitor: val/cls/Acc
         patience: 1000
         check_finite: true
-model:
+routine:
   num_classes: 10
   in_channels: 3
   loss: CrossEntropyLoss

diff --git a/experiments/classification/cifar10/configs/wideresnet28x10.yaml b/experiments/classification/cifar10/configs/wideresnet28x10.yaml
@@ -21,7 +21,7 @@ trainer:
         monitor: val/cls/Acc
         patience: 1000
         check_finite: true
-model:
+routine:
   num_classes: 10
   in_channels: 3
   loss: CrossEntropyLoss

diff --git a/experiments/classification/cifar10/configs/wideresnet28x10/batched.yaml b/experiments/classification/cifar10/configs/wideresnet28x10/batched.yaml
@@ -22,7 +22,7 @@ trainer:
         monitor: val/cls/Acc
         patience: 1000
         check_finite: true
-model:
+routine:
   num_classes: 10
   in_channels: 3
   loss: CrossEntropyLoss

diff --git a/experiments/classification/cifar10/configs/wideresnet28x10/masked.yaml b/experiments/classification/cifar10/configs/wideresnet28x10/masked.yaml
@@ -22,7 +22,7 @@ trainer:
         monitor: val/cls/Acc
         patience: 1000
         check_finite: true
-model:
+routine:
   num_classes: 10
   in_channels: 3
   loss: CrossEntropyLoss

diff --git a/experiments/classification/cifar10/configs/wideresnet28x10/mimo.yaml b/experiments/classification/cifar10/configs/wideresnet28x10/mimo.yaml
@@ -22,7 +22,7 @@ trainer:
         monitor: val/cls/Acc
         patience: 1000
         check_finite: true
-model:
+routine:
   num_classes: 10
   in_channels: 3
   loss: CrossEntropyLoss

diff --git a/experiments/classification/cifar10/configs/wideresnet28x10/packed.yaml b/experiments/classification/cifar10/configs/wideresnet28x10/packed.yaml
@@ -22,7 +22,7 @@ trainer:
         monitor: val/cls/Acc
         patience: 1000
         check_finite: true
-model:
+routine:
   num_classes: 10
   in_channels: 3
   loss: CrossEntropyLoss

diff --git a/experiments/classification/cifar10/configs/wideresnet28x10/standard.yaml b/experiments/classification/cifar10/configs/wideresnet28x10/standard.yaml
@@ -22,7 +22,7 @@ trainer:
         monitor: val/cls/Acc
         patience: 1000
         check_finite: true
-model:
+routine:
   num_classes: 10
   in_channels: 3
   loss: CrossEntropyLoss

diff --git a/experiments/classification/cifar100/configs/resnet.yaml b/experiments/classification/cifar100/configs/resnet.yaml
@@ -20,7 +20,7 @@ trainer:
         monitor: val/cls/Acc
         patience: 1000
         check_finite: true
-model:
+routine:
   num_classes: 10
   in_channels: 3
   loss: CrossEntropyLoss

diff --git a/experiments/classification/cifar100/configs/resnet18/batched.yaml b/experiments/classification/cifar100/configs/resnet18/batched.yaml
@@ -22,7 +22,7 @@ trainer:
         monitor: val/cls/Acc
         patience: 1000
         check_finite: true
-model:
+routine:
   num_classes: 100
   in_channels: 3
   loss: CrossEntropyLoss

diff --git a/experiments/classification/cifar100/configs/resnet18/masked.yaml b/experiments/classification/cifar100/configs/resnet18/masked.yaml
@@ -22,7 +22,7 @@ trainer:
         monitor: val/cls/Acc
         patience: 1000
         check_finite: true
-model:
+routine:
   num_classes: 100
   in_channels: 3
   loss: CrossEntropyLoss

diff --git a/experiments/classification/cifar100/configs/resnet18/mimo.yaml b/experiments/classification/cifar100/configs/resnet18/mimo.yaml
@@ -22,7 +22,7 @@ trainer:
         monitor: val/cls/Acc
         patience: 1000
         check_finite: true
-model:
+routine:
   num_classes: 100
   in_channels: 3
   loss: CrossEntropyLoss

diff --git a/experiments/classification/cifar100/configs/resnet18/packed.yaml b/experiments/classification/cifar100/configs/resnet18/packed.yaml
@@ -22,7 +22,7 @@ trainer:
         monitor: val/cls/Acc
         patience: 1000
         check_finite: true
-model:
+routine:
   num_classes: 100
   in_channels: 3
   loss: CrossEntropyLoss

diff --git a/experiments/classification/cifar100/configs/resnet18/standard.yaml b/experiments/classification/cifar100/configs/resnet18/standard.yaml
@@ -22,7 +22,7 @@ trainer:
         monitor: val/cls/Acc
         patience: 1000
         check_finite: true
-model:
+routine:
   num_classes: 100
   in_channels: 3
   loss: CrossEntropyLoss

diff --git a/experiments/classification/cifar100/configs/resnet50/batched.yaml b/experiments/classification/cifar100/configs/resnet50/batched.yaml
@@ -22,7 +22,7 @@ trainer:
         monitor: val/cls/Acc
         patience: 1000
         check_finite: true
-model:
+routine:
   num_classes: 100
   in_channels: 3
   loss: CrossEntropyLoss

diff --git a/experiments/classification/cifar100/configs/resnet50/masked.yaml b/experiments/classification/cifar100/configs/resnet50/masked.yaml
@@ -22,7 +22,7 @@ trainer:
         monitor: val/cls/Acc
         patience: 1000
         check_finite: true
-model:
+routine:
   num_classes: 100
   in_channels: 3
   loss: CrossEntropyLoss

diff --git a/experiments/classification/cifar100/configs/resnet50/mimo.yaml b/experiments/classification/cifar100/configs/resnet50/mimo.yaml
@@ -22,7 +22,7 @@ trainer:
         monitor: val/cls/Acc
         patience: 1000
         check_finite: true
-model:
+routine:
   num_classes: 100
   in_channels: 3
   loss: CrossEntropyLoss

diff --git a/experiments/classification/cifar100/configs/resnet50/packed.yaml b/experiments/classification/cifar100/configs/resnet50/packed.yaml
@@ -22,7 +22,7 @@ trainer:
         monitor: val/cls/Acc
         patience: 1000
         check_finite: true
-model:
+routine:
   num_classes: 100
   in_channels: 3
   loss: CrossEntropyLoss

diff --git a/experiments/classification/cifar100/configs/resnet50/standard.yaml b/experiments/classification/cifar100/configs/resnet50/standard.yaml
@@ -22,7 +22,7 @@ trainer:
       monitor: val/cls/Acc
       patience: 1000
       check_finite: true
-model:
+routine:
   num_classes: 100
   in_channels: 3
   loss: CrossEntropyLoss

diff --git a/experiments/classification/cifar100/configs/wideresnet28x10/standard.yaml b/experiments/classification/cifar100/configs/wideresnet28x10/standard.yaml
@@ -22,7 +22,7 @@ trainer:
         monitor: val/cls/Acc
         patience: 1000
         check_finite: true
-model:
+routine:
   num_classes: 100
   in_channels: 3
   loss: CrossEntropyLoss

diff --git a/experiments/classification/mnist/configs/lenet/batch_ensemble.yaml b/experiments/classification/mnist/configs/lenet/batch_ensemble.yaml
@@ -23,7 +23,7 @@ trainer:
         monitor: val/cls/Acc
         patience: 1000
         check_finite: true
-model:
+routine:
   # ClassificationRoutine
   model:
     # BatchEnsemble

diff --git a/experiments/classification/mnist/configs/lenet/bayesian.yaml b/experiments/classification/mnist/configs/lenet/bayesian.yaml
@@ -22,7 +22,7 @@ trainer:
         monitor: val/cls/Acc
         patience: 1000
         check_finite: true
-model:
+routine:
   model:
     class_path: torch_uncertainty.models.classification.bayesian_lenet
     init_args:

diff --git a/experiments/classification/mnist/configs/lenet/checkpoint_ensemble.yaml b/experiments/classification/mnist/configs/lenet/checkpoint_ensemble.yaml
@@ -22,7 +22,7 @@ trainer:
         monitor: val/cls/Acc
         patience: 1000
         check_finite: true
-model:
+routine:
   model:
     class_path: torch_uncertainty.models.CheckpointCollector
     init_args:

diff --git a/experiments/classification/mnist/configs/lenet/checkpoint_ensemble_cycle.yaml b/experiments/classification/mnist/configs/lenet/checkpoint_ensemble_cycle.yaml
@@ -22,7 +22,7 @@ trainer:
         monitor: val/cls/Acc
         patience: 1000
         check_finite: true
-model:
+routine:
   model:
     class_path: torch_uncertainty.models.CheckpointCollector
     init_args:

diff --git a/experiments/classification/mnist/configs/lenet/conformal.yaml b/experiments/classification/mnist/configs/lenet/conformal.yaml
@@ -28,7 +28,7 @@ trainer:
         monitor: val/cls/Acc
         patience: 1000
         check_finite: true
-model:
+routine:
   model:
     class_path: torch_uncertainty.models.classification.lenet
     init_args:

diff --git a/experiments/classification/mnist/configs/lenet/deep_ensemble.yaml b/experiments/classification/mnist/configs/lenet/deep_ensemble.yaml
@@ -23,7 +23,7 @@ trainer:
         monitor: val/cls/Acc
         patience: 1000
         check_finite: true
-model:
+routine:
   # ClassificationRoutine
   model:
     # DeepEnsemble

diff --git a/experiments/classification/mnist/configs/lenet/ema.yaml b/experiments/classification/mnist/configs/lenet/ema.yaml
@@ -22,7 +22,7 @@ trainer:
         monitor: val/cls/Acc
         patience: 1000
         check_finite: true
-model:
+routine:
   model:
     class_path: torch_uncertainty.models.wrappers.EMA
     init_args:

diff --git a/experiments/classification/mnist/configs/lenet/sghmc.yaml b/experiments/classification/mnist/configs/lenet/sghmc.yaml
@@ -23,7 +23,7 @@ trainer:
         patience: 1000
         check_finite: true
   gradient_clip_val: 5
-model:
+routine:
   model:
     class_path: torch_uncertainty.models.wrappers.CheckpointCollector
     init_args:

diff --git a/experiments/classification/mnist/configs/lenet/sgld.yaml b/experiments/classification/mnist/configs/lenet/sgld.yaml
@@ -22,7 +22,7 @@ trainer:
         monitor: val/cls/Acc
         patience: 1000
         check_finite: true
-model:
+routine:
   model:
     class_path: torch_uncertainty.models.wrappers.CheckpointCollector
     init_args:

diff --git a/experiments/classification/mnist/configs/lenet/standard.yaml b/experiments/classification/mnist/configs/lenet/standard.yaml
@@ -28,7 +28,7 @@ trainer:
         monitor: val/cls/Acc
         patience: 1000
         check_finite: true
-model:
+routine:
   model:
     class_path: torch_uncertainty.models.classification.lenet
     init_args:

diff --git a/experiments/classification/mnist/configs/lenet/swa.yaml b/experiments/classification/mnist/configs/lenet/swa.yaml
@@ -22,7 +22,7 @@ trainer:
         monitor: val/cls/Acc
         patience: 1000
         check_finite: true
-model:
+routine:
   model:
     class_path: torch_uncertainty.models.wrappers.SWA
     init_args:

diff --git a/experiments/classification/mnist/configs/lenet/swag.yaml b/experiments/classification/mnist/configs/lenet/swag.yaml
@@ -22,7 +22,7 @@ trainer:
         monitor: val/cls/Acc
         patience: 1000
         check_finite: true
-model:
+routine:
   model:
     class_path: torch_uncertainty.models.wrappers.SWAG
     init_args:

diff --git a/experiments/classification/mnist/configs/lenet/tta_zero.yaml b/experiments/classification/mnist/configs/lenet/tta_zero.yaml
@@ -26,7 +26,7 @@ trainer:
         monitor: val/cls/Acc
         patience: 1000
         check_finite: true
-model:
+routine:
   model:
     class_path: torch_uncertainty.models.wrappers.Zero
     init_args:

diff --git a/experiments/classification/tiny-imagenet/configs/resnet18/standard.yaml b/experiments/classification/tiny-imagenet/configs/resnet18/standard.yaml
@@ -22,7 +22,7 @@ trainer:
         monitor: val/cls/Acc
         patience: 1000
         check_finite: true
-model:
+routine:
   num_classes: 100
   in_channels: 3
   loss: CrossEntropyLoss

diff --git a/experiments/classification/ucr-uea/configs/adiac/inception-time/batch_ensemble.yaml b/experiments/classification/ucr-uea/configs/adiac/inception-time/batch_ensemble.yaml
@@ -13,7 +13,7 @@ trainer:
       default_hp_metric: false
   callbacks:
     - class_path: torch_uncertainty.callbacks.TUClsCheckpoint
-model:
+routine:
   model:
     class_path: torch_uncertainty.models.classification.batched_inception_time
     init_args: