Kernels:

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kernels-staging

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megablocks

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Kernels Staging 6

Trusted publisher

This is the repository card of kernels-community/megablocks that has been pushed on the Hub. It was built to be used with the kernels library. This card was automatically generated.

How to use

# make sure `kernels` is installed: `pip install -U kernels`
from kernels import get_kernel

kernel_module = get_kernel("kernels-community/megablocks", version=2)
exclusive_cumsum = kernel_module.exclusive_cumsum

exclusive_cumsum(...)

Available functions

• exclusive_cumsum
• inclusive_cumsum
• histogram
• indices
• replicate_forward
• replicate_backward
• sort
• cumsum
• argsort
• Arguments
• ParallelDroplessMLP
• dMoE
• SparseGLU
• MLP
• SparseMLP
• MoE
• ParallelMLP
• get_load_balancing_loss

Available layers

• MegaBlocksMoeMLP
• MegaBlocksMoeMLPWithSharedExpert

Benchmarks

Benchmarking script is available for this kernel. Run kernels benchmark kernels-community/megablocks --version 2.