specific method · filed under inference & serving
Marlin NVFP4 kernels
Marlin NVFP4 linear and MoE kernels with tile- and thread-level alignment constraints.
Also called Marlin NVFP4 linear and MoE kernels.
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Marlin NVFP4 linear and MoE kernels on Hopper that impose tile- and thread-level alignment constraints
usedsoftware implementationin Nemotron 3 UltraNVIDIA
Filed alongside
Other methods under inference & serving :: inference kernel.
Batch-invariant deterministic kernelsCUDA GraphCUDA Graph capture size reductionFlashAttention 3Kernel fusionMoE-side chunkingSynchronization-free static-shape MoE executionTensorRT-LLM multi-head attention backendAvoiding split-KDeepGEMM-based batch-invariant matrix multiplicationDistributed shared memory for cross-SM attention data exchangeDual-kernel batch-invariant attention decodingDynamic load balancingExp-free TopK kernelExpert-optimized Triton kernelsFA4 sheared-bias attention kernelFlashAttentionFlashAttention 4FlashKDAFP8 GEMMFused AttnRes merge and RMSNorm kernelFused latent down-projection and MoE-router GEMMFused mHC kernelsFused QSA kernel