WIP: add nkigen-lite as a standalone IR-based kernel generation backend#59

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ymwangg wants to merge 45 commits into

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Commits on Jun 2, 2026

feat: add nkigen-lite as a standalone IR-based kernel generation backend
ymwangg
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Commits on Jun 3, 2026

feat: integrate nkigen-lite as a third backend for nkipy
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test: run shared test suites with both hlo and nkigen-lite backends
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fix: support keepdims=False reduce and scalar outputs in nkigen-lite
ymwangg
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fix: improve nkigen-lite op coverage and input validation
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fix: add expand_dims validation and skip HLO-specific error tests
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feat: support cross-lane MIN reduction via negate-max-negate
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test: use on_device_test in alias tests for backend-agnostic execution
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fix: handle scalar broadcast and f16 tensor_scalar_arith
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feat: add native bitwise ops (AND, OR, XOR) via tensor_tensor_bitvec
ymwangg
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feat: add comparison and scalar bitvec primitives; rewrite floor
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Commits on Jun 23, 2026

Commits on Jun 24, 2026

Commits on Jun 25, 2026

Commits on Jun 26, 2026

perf: collapse adjacent in-order axes in transpose lowering (8x on Qwen conv3d weight)
ymwangg
committed