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[Bug] Orchestration codegen: a Group wrapper forwarding a multi-result call's tuple poisons the return-param map, silently mis-binding a consumer's tensor operand (leftover of #1573)

Status: Open.

#2003 In hw-native-sys/pypto;

· luohuan19 opened on Jul 11, 2026

jit compile() requires full dummy tensors when only shape/dtype are used

code healthTechnical debt, robustness concerns, code quality improvementsTechnical debt, robustness concerns, code quality improvements

enhancementNew feature or requestNew feature or request

Status: Open.

#1996 In hw-native-sys/pypto;

· ndleslx opened on Jul 10, 2026

[RFC] Pluggable DSA Memory-Planning Solver + PyPTO Adapter

Status: Open.

#1980 In hw-native-sys/pypto;

· tonibohnlein opened on Jul 8, 2026

[Feature] Add MX (MXFP8/MXFP4) DSL ops — matmul_mx, tget_scale_addr, tquant/tdequant — the only gap blocking MX kernels

Status: Open.

#1975 In hw-native-sys/pypto;

· yanghaoran29 opened on Jul 8, 2026

[New Op] pl.dequant_fp4 — MXFP4 (e2m1 + E8M0) weight dequant for bandwidth-bound expert matmuls

enhancementNew feature or requestNew feature or request

new-operationNew tensor or block-level operationNew tensor or block-level operation

Status: Open.

#1971 In hw-native-sys/pypto;

· wangqin1723-max opened on Jul 8, 2026

[RFC] Window-Buffer Allocation API Is Byte-Centric and Error-Prone

Status: Open.

#1968 In hw-native-sys/pypto;

· georgebisbas opened on Jul 7, 2026

[RFC] In-core Tensor reinterpret by shape+stride: extend tensor.reshape vs new tensor.view

rfcDesign proposal / request for commentsDesign proposal / request for comments

Status: Open.

#1964 In hw-native-sys/pypto;

· YunjiQin opened on Jul 7, 2026

[Performance] Support valid-shape-preserving packed tile layouts for small Sinkhorn reductions

enhancementNew feature or requestNew feature or request

Status: Open.

#1958 In hw-native-sys/pypto;

· wangqin1723-max opened on Jul 6, 2026

[Feature] Explicit alloc_tile IR op so codegen is 1:1 (root-fix for PTOAS if/else-yield miscompile)

enhancementNew feature or requestNew feature or request

Status: Open.

#1956 In hw-native-sys/pypto;

· lyfne123 opened on Jul 6, 2026

manual_scope writes need a first-class dependency bridge for downstream auto dependency analysis

Status: Open.

#1939 In hw-native-sys/pypto;

· wangqin1723-max opened on Jul 3, 2026

[Feature] Auto-fence AIV->AIC (V2C) cross-lane GM read-after-write in ExpandMixedKernel

enhancementNew feature or requestNew feature or request

Status: Open.

#1911 In hw-native-sys/pypto;

· Hzfengsy opened on Jun 30, 2026

[Feature] AllocateMemoryAddr: liveness-aware offset-packing for differently-shaped disjoint-lifetime L0 buffers

Status: Open.

#1908 In hw-native-sys/pypto;

· tonibohnlein opened on Jun 30, 2026