diff --git a/configs/vision/pathology/offline/classification/camelyon16.yaml b/configs/vision/pathology/offline/classification/camelyon16.yaml
index e39a86cd..cde5204b 100644
--- a/configs/vision/pathology/offline/classification/camelyon16.yaml
+++ b/configs/vision/pathology/offline/classification/camelyon16.yaml
@@ -83,7 +83,7 @@ data:
           embeddings_transforms:
             class_path: eva.core.data.transforms.Pad2DTensor
             init_args:
-              pad_size: 10_000
+              pad_size: &N_PATCHES ${oc.env:N_PATCHES, 10000}
           target_transforms:
             class_path: eva.core.data.transforms.dtype.ArrayToFloatTensor
       val:
@@ -103,7 +103,7 @@ data:
             sampler:
               class_path: eva.vision.data.wsi.patching.samplers.ForegroundGridSampler
               init_args:
-                max_samples: 10_000
+                max_samples: *N_PATCHES
             width: 224
             height: 224
             target_mpp: 0.25
diff --git a/configs/vision/pathology/offline/classification/camelyon16_small.yaml b/configs/vision/pathology/offline/classification/camelyon16_small.yaml
index 490a5038..3f00ebf4 100644
--- a/configs/vision/pathology/offline/classification/camelyon16_small.yaml
+++ b/configs/vision/pathology/offline/classification/camelyon16_small.yaml
@@ -83,7 +83,7 @@ data:
           embeddings_transforms:
             class_path: eva.core.data.transforms.Pad2DTensor
             init_args:
-              pad_size: &N_PATCHES ${oc.env:N_PATCHES, 500}
+              pad_size: &N_PATCHES ${oc.env:N_PATCHES, 1000}
           target_transforms:
             class_path: eva.core.data.transforms.dtype.ArrayToFloatTensor
       val:
diff --git a/configs/vision/pathology/offline/classification/panda.yaml b/configs/vision/pathology/offline/classification/panda.yaml
index dab70371..bb70fd94 100644
--- a/configs/vision/pathology/offline/classification/panda.yaml
+++ b/configs/vision/pathology/offline/classification/panda.yaml
@@ -84,7 +84,7 @@ data:
           embeddings_transforms:
             class_path: eva.core.data.transforms.Pad2DTensor
             init_args:
-              pad_size: &N_PATCHES 1000
+              pad_size: &N_PATCHES ${oc.env:N_PATCHES, 1000}
       val:
         class_path: eva.datasets.MultiEmbeddingsClassificationDataset
         init_args: