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Fix TypeError in meshgrid #8252

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Merged
KumoLiu merged 4 commits into from
Dec 4, 2024
Merged

Fix TypeError in meshgrid #8252

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eee75b1
fix #8248
KumoLiu Dec 2, 2024
a3d0917
fix #8251
KumoLiu Dec 3, 2024
ed026f8
Merge remote-tracking branch 'origin/dev' into fix-meshgrid
KumoLiu Dec 3, 2024
957dbd8
Merge branch 'dev' into fix-meshgrid
KumoLiu Dec 3, 2024
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4 changes: 2 additions & 2 deletions monai/networks/blocks/pos_embed_utils.py
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Original file line number Diff line number Diff line change
Expand Up @@ -56,7 +56,7 @@ def build_sincos_position_embedding(
grid_h = torch.arange(h, dtype=torch.float32)
grid_w = torch.arange(w, dtype=torch.float32)

grid_h, grid_w = torch.meshgrid(grid_h, grid_w, indexing="ij")
grid_h, grid_w = torch.meshgrid(grid_h, grid_w)

if embed_dim % 4 != 0:
raise AssertionError("Embed dimension must be divisible by 4 for 2D sin-cos position embedding")
Expand All @@ -75,7 +75,7 @@ def build_sincos_position_embedding(
grid_w = torch.arange(w, dtype=torch.float32)
grid_d = torch.arange(d, dtype=torch.float32)

grid_h, grid_w, grid_d = torch.meshgrid(grid_h, grid_w, grid_d, indexing="ij")
grid_h, grid_w, grid_d = torch.meshgrid(grid_h, grid_w, grid_d)

if embed_dim % 6 != 0:
raise AssertionError("Embed dimension must be divisible by 6 for 3D sin-cos position embedding")
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