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I am trying to implement a fused Conv3d (NDHWC) + Bias operator using CUTLASS on an Ampere (SM80) GPU with Tensor Cores.
The goal is to achieve: Output = alpha * Conv3d(Input, Weight) + Bias.
When I don't use bias, the results are exactly the same as with torch.conv3d. However, when I use bias, a calculation error occurs, and this is not due to accumulated error.
The Problem
Implicit Broadcast (Stride 0): Setting Tensor C's stride to 0 to mimic a bias vector. This works for Conv2d in official examples but fails for Conv3d, likely due to 5D coordinate mapping issues.
Request
Could the maintainers provide a clear example or confirm the correct Arguments structure for Conv3d + Bias on SM80 Tensor Cores? Specifically:
Is LinearCombination fully supported for OpClassTensorOp in 3D convolutions?
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I am trying to implement a fused Conv3d (NDHWC) + Bias operator using CUTLASS on an Ampere (SM80) GPU with Tensor Cores.
The goal is to achieve: Output = alpha * Conv3d(Input, Weight) + Bias.
When I don't use bias, the results are exactly the same as with
torch.conv3d. However, when I use bias, a calculation error occurs, and this is not due to accumulated error.The Problem
Request
Could the maintainers provide a clear example or confirm the correct Arguments structure for Conv3d + Bias on SM80 Tensor Cores? Specifically:
Is LinearCombination fully supported for OpClassTensorOp in 3D convolutions?
What is the correct way to pass the Bias vector?
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