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megablocks

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megablocks / README.md

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metadata

library_name: kernels
license: apache-2.0

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.