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[Feature] Support automatic valid_shape inference

enhancementNew feature or requestNew feature or request

Status: Open.

#594 In hw-native-sys/pypto;

· lyfne123 opened on Mar 18, 2026

[Feature] Simplify orchestration tensor memory creation without placeholder frontend functions

enhancementNew feature or requestNew feature or request

Status: Open.

#589 In hw-native-sys/pypto;

· lyfne123 opened on Mar 18, 2026

[Bug] MemoryReuse aliases gate_acc and up_acc in qwen3_decode_layer_incore_8_aiv

bugSomething isn't workingSomething isn't working

Status: Open.

#585 In hw-native-sys/pypto;

· lyfne123 opened on Mar 17, 2026

[Bug] Generated orchestration uses undeclared source tensor for view on incore result

bugSomething isn't workingSomething isn't working

Status: Open.

#583 In hw-native-sys/pypto;

· lyfne123 opened on Mar 17, 2026

[Bug] Generated orchestration uses undeclared loop-carried tensor names in mixed-kernel codegen

bugSomething isn't workingSomething isn't working

Status: Open.

#582 In hw-native-sys/pypto;

· lyfne123 opened on Mar 17, 2026

[Bug] chunked pl.parallel outside auto_incore is accepted instead of rejected

bugSomething isn't workingSomething isn't working

Status: Open.

#577 In hw-native-sys/pypto;

· lyfne123 opened on Mar 17, 2026

[Code Health] Stop using suffix-based variable names as SSA identity in orchestration codegen

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

Status: Open.

#573 In hw-native-sys/pypto;

· lyfne123 opened on Mar 17, 2026

[New Op] Need Topk to simplify code

enhancementNew feature or requestNew feature or request

Status: Open.

#569 In hw-native-sys/pypto;

· Inspiron-st opened on Mar 16, 2026

[Bug][Deepseek] PTO reshape isn't working

bugSomething isn't workingSomething isn't working

Status: Open.

#568 In hw-native-sys/pypto;

· Inspiron-st opened on Mar 16, 2026

feat(ir): Distributed machine compiler pipeline — represent, lower, codegen

enhancementNew feature or requestNew feature or request

TrackingTracking the roadmap or other processTracking the roadmap or other process

Status: Open.

#565 In hw-native-sys/pypto;

· Hzfengsy opened on Mar 16, 2026

[Code Health] PTO Codegen: replace if-else chains with lookup tables and merge cross-core functions

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

Status: Open.

#552 In hw-native-sys/pypto;

· lyfne123 opened on Mar 16, 2026

[Code Health] Add operator== to TileView and TileType for structural comparison

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

Status: Open.

#551 In hw-native-sys/pypto;

· lyfne123 opened on Mar 16, 2026