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[wave] NSA: SGLang / inference backend integration

enhancementNew feature or requestNew feature or request

nsaDeepSeek Native Sparse AttentionDeepSeek Native Sparse Attention

Status: Open.

#1263 In iree-org/wave;

· harsh-nod opened on Apr 4, 2026

[wave] NSA: water dialect lowering for NSA composite ops

enhancementNew feature or requestNew feature or request

nsaDeepSeek Native Sparse AttentionDeepSeek Native Sparse Attention

Status: Open.

#1262 In iree-org/wave;

· harsh-nod opened on Apr 4, 2026

[wave] NSA: performance benchmarks on MI350

enhancementNew feature or requestNew feature or request

nsaDeepSeek Native Sparse AttentionDeepSeek Native Sparse Attention

Status: Open.

#1261 In iree-org/wave;

· harsh-nod opened on Apr 4, 2026

[wave] NSA: gradient correctness tests (backward pass)

enhancementNew feature or requestNew feature or request

nsaDeepSeek Native Sparse AttentionDeepSeek Native Sparse Attention

Status: Open.

#1260 In iree-org/wave;

· harsh-nod opened on Apr 4, 2026

[wave] NSA: numerical correctness tests vs dense attention reference

enhancementNew feature or requestNew feature or request

nsaDeepSeek Native Sparse AttentionDeepSeek Native Sparse Attention

Status: Open.

#1259 In iree-org/wave;

· harsh-nod opened on Apr 4, 2026

[wave] NSA: GQA-aware memory layout & tiling for MI350 cache hierarchy

enhancementNew feature or requestNew feature or request

nsaDeepSeek Native Sparse AttentionDeepSeek Native Sparse Attention

Status: Open.

#1258 In iree-org/wave;

· harsh-nod opened on Apr 4, 2026

[wave] NSA: LDS optimization for block-gather in selection attention

enhancementNew feature or requestNew feature or request

nsaDeepSeek Native Sparse AttentionDeepSeek Native Sparse Attention

Status: Open.

#1257 In iree-org/wave;

· harsh-nod opened on Apr 4, 2026

[wave] NSA: CDNA4 wavefront scheduling for sparse gather patterns

enhancementNew feature or requestNew feature or request

nsaDeepSeek Native Sparse AttentionDeepSeek Native Sparse Attention

Status: Open.

#1256 In iree-org/wave;

· harsh-nod opened on Apr 4, 2026

[wave] NSA: end-to-end training integration with autograd

enhancementNew feature or requestNew feature or request

nsaDeepSeek Native Sparse AttentionDeepSeek Native Sparse Attention

Status: Open.

#1255 In iree-org/wave;

· harsh-nod opened on Apr 4, 2026

[wave] NSA: gating parameter gradients & top-k STE backward

enhancementNew feature or requestNew feature or request

nsaDeepSeek Native Sparse AttentionDeepSeek Native Sparse Attention

Status: Open.

#1254 In iree-org/wave;

· harsh-nod opened on Apr 4, 2026

[wave] NSA: compressed attention backward kernel

enhancementNew feature or requestNew feature or request

nsaDeepSeek Native Sparse AttentionDeepSeek Native Sparse Attention

Status: Open.

#1253 In iree-org/wave;

· harsh-nod opened on Apr 4, 2026

[wave] NSA: selection attention backward kernel (dQ, dK, dV)

enhancementNew feature or requestNew feature or request

nsaDeepSeek Native Sparse AttentionDeepSeek Native Sparse Attention

Status: Open.

#1252 In iree-org/wave;

· harsh-nod opened on Apr 4, 2026