Skip to content

[Doc] Add user guide page for subgroup shuffle#512

Merged
hughperkins merged 6 commits into
mainfrom
hp/shuffle-doc
Apr 20, 2026
Merged

[Doc] Add user guide page for subgroup shuffle#512
hughperkins merged 6 commits into
mainfrom
hp/shuffle-doc

Conversation

@hughperkins

Copy link
Copy Markdown
Collaborator

Document the portable qd.simt.subgroup.shuffle op: backend support matrix, semantics, examples (broadcast, identity, neighbour swap, per-lane gather), and performance notes. Note that shuffle_up, shuffle_down, and shuffle_xor are not yet implemented across backends. Link from the SIMT primitives section of the user guide index.

Issue: #

Brief Summary

copilot:summary

Walkthrough

copilot:walkthrough

Document the portable qd.simt.subgroup.shuffle op: backend support
matrix, semantics, examples (broadcast, identity, neighbour swap,
per-lane gather), and performance notes. Note that shuffle_up,
shuffle_down, and shuffle_xor are not yet implemented across backends.
Link from the SIMT primitives section of the user guide index.
@hughperkins hughperkins marked this pull request as ready for review April 18, 2026 07:08

@chatgpt-codex-connector chatgpt-codex-connector Bot left a comment

Copy link
Copy Markdown

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

💡 Codex Review

Here are some automated review suggestions for this pull request.

Reviewed commit: 6f781916bf

ℹ️ About Codex in GitHub

Codex has been enabled to automatically review pull requests in this repo. Reviews are triggered when you

  • Open a pull request for review
  • Mark a draft as ready
  • Comment "@codex review".

If Codex has suggestions, it will comment; otherwise it will react with 👍.

When you sign up for Codex through ChatGPT, Codex can also answer questions or update the PR, like "@codex address that feedback".

Comment thread docs/source/user_guide/subgroup.md Outdated
- [tile16](tile16.md) — `Tile16x16` builds on `subgroup.shuffle` to
implement register-resident 16x16 matrix tiles.
- `subgroup.invocation_id()` — returns this lane's subgroup-local index.
- `subgroup.size()` — returns the active subgroup size.

Copy link
Copy Markdown

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

P2 Badge Reference the actual subgroup size API

The new guide points users to subgroup.size(), but the SIMT API exposes group_size() and does not define a size() alias (python/quadrants/lang/simt/subgroup.py). Anyone following this section will hit an AttributeError instead of getting subgroup size, so the doc should use the real callable name.

Useful? React with 👍 / 👎.

The page is the natural home for all qd.simt.subgroup.* docs, not
just shuffle, so give it a name that reflects the broader scope.

@claude claude Bot left a comment

Copy link
Copy Markdown

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Additional findings (outside current diff — PR may have been updated during review):

  • 🔴 docs/source/user_guide/shuffle.md:120-123 — The Related section of shuffle.md (line 123) references subgroup.size(), but this function does not exist in the subgroup module — the correct name is subgroup.group_size(). Any user following the docs and calling subgroup.size() will get an AttributeError at runtime; fix by changing subgroup.size() to subgroup.group_size() on line 123.

    Extended reasoning...

    What the bug is: The newly added shuffle.md documentation page includes a Related section that lists subgroup.size() as a function that returns the active subgroup size. This function name is wrong — it does not exist in the subgroup module.

    Specific code path: In python/quadrants/lang/simt/subgroup.py, line 42 defines the function as def group_size():, which calls impl.call_internal("subgroupSize", ...). There is no size() function anywhere in the module, and size does not appear in __all__ either.

    Why existing code doesn't prevent it: This is a documentation-only error introduced in this PR. The Python module itself is correct; the mistake is purely in the prose of shuffle.md at line 123, which says subgroup.size() — returns the active subgroup size.

    Impact: A user reading the guide and writing lane_count = subgroup.size() will receive an AttributeError: module 'quadrants.lang.simt.subgroup' has no attribute 'size' at runtime. This is directly misleading documentation that references a non-existent API.

    Step-by-step proof:

    1. Open python/quadrants/lang/simt/subgroup.py — the exported names in __all__ are shuffle, shuffle_xor, shuffle_up, shuffle_down; group_size and invocation_id exist as functions but are not in __all__.
    2. Search def size in the file — no results.
    3. A user reads shuffle.md line 123: subgroup.size() — returns the active subgroup size.
    4. User writes n = subgroup.size() in a kernel.
    5. At runtime: AttributeError: module '...' has no attribute 'size'.

    Fix: Change line 123 of shuffle.md from subgroup.size() to subgroup.group_size().

    Note on the refutations: The only refutations filed were duplicate-of claims between bug_001 and bug_004, which described the same underlying issue. The synthesis agent correctly merged them into a single report. There is no substantive disagreement that this is a real bug.

  • 🔴 docs/source/user_guide/shuffle.md:19-22 — The docs incorrectly describe shuffle_up, shuffle_down, and shuffle_xor as all failing at codegen: shuffle_xor is a Python stub that silently returns None (never reaching the compiler), while shuffle_up and shuffle_down are fully implemented on the SPIR-V/Vulkan backend. Vulkan users should use shuffle_up/shuffle_down freely; for shuffle_xor, callers get a silent None causing a cryptic downstream TypeError rather than the codegen error described.

    Extended reasoning...

    Two distinct inaccuracies are introduced by the documentation on lines 19–22.

    Inaccuracy 1 — shuffle_xor silently returns None (not a codegen error)

    In python/quadrants/lang/simt/subgroup.py, shuffle_xor (lines 145–147) is a stub with only a # TODO comment and a bare pass body. Because it never calls impl.call_internal, it returns None implicitly at the Python level and never touches the compiler. A user calling result = subgroup.shuffle_xor(val, mask) receives None silently; any subsequent use of result (e.g. writing it to an array element) produces a cryptic TypeError rather than the clear codegen error the documentation promises.

    In contrast, shuffle_up (line 150) and shuffle_down (line 154) both call impl.call_internal('subgroupShuffleUp', ...) / impl.call_internal('subgroupShuffleDown', ...), so they do reach the compiler, and a codegen failure is the correct description for them on unsupported backends.

    Inaccuracy 2 — shuffle_up and shuffle_down are fully implemented on SPIR-V/Vulkan

    The SPIR-V codegen (quadrants/codegen/spirv/spirv_codegen.cpp lines 1284–1300) explicitly handles both subgroupShuffleUp and subgroupShuffleDown, lowering them to spv::OpGroupNonUniformShuffleUp and spv::OpGroupNonUniformShuffleDown respectively. A Vulkan user calling either operation will get correct, hardware-accelerated behaviour — not a codegen error.

    Addressing the refutation for this point: One verifier argued that the phrase 'not yet implemented across backends' is still accurate because CUDA and AMDGPU do not handle these ops. That reading is correct in a narrow sense, but the sentence the docs actually writes is 'Calling them will fail at codegen' — an unqualified statement with no backend qualification. A Vulkan user reading this warning would wrongly avoid two operations that work correctly for them. The documentation needs to distinguish between backends.

    Step-by-step proof (shuffle_xor)

    1. User writes: out = subgroup.shuffle_xor(val, 1)
    2. Python calls shuffle_xor(val, 1); the function body is pass; return value is None.
    3. User then writes: arr[i] = out inside a kernel.
    4. The compiler receives None as the RHS, producing a TypeError such as unsupported operand type(s) or a confusing tracing error — not a 'codegen error for unimplemented op' as the docs claim.

    How to fix

    Split the note into two: (a) shuffle_xor is not yet implemented and currently returns None — avoid it; (b) shuffle_up and shuffle_down are supported on SPIR-V/Vulkan but not yet on CUDA or AMDGPU backends — use with awareness of backend limitations.

The helper does not exist under that name (the actual function is
group_size()), and either way the underlying subgroupSize op is only
wired up in the SPIR-V codegen, so it's not portable across backends.
Remove the bullet rather than document a non-portable helper.
@hughperkins

Copy link
Copy Markdown
Collaborator Author

Thanks! 🙌

@hughperkins hughperkins enabled auto-merge (squash) April 20, 2026 16:59
@hughperkins hughperkins merged commit 7c01e59 into main Apr 20, 2026
47 of 49 checks passed
@hughperkins hughperkins deleted the hp/shuffle-doc branch April 20, 2026 18:03
npoulad1 added a commit to ROCm/quadrants that referenced this pull request Jun 8, 2026
* [Misc] Warn user to disable caching when print_ir/QD_DUMP_IR enabled (Genesis-Embodied-AI#425)

Co-authored-by: v01dxyz <v01dxyz@v01d.xyz>

* [Build] Pin torch version to CUDA 12.8 for CUDA tests (Genesis-Embodied-AI#428)

* [Misc] Fixing up taichi-dev urls (Genesis-Embodied-AI#429)

* [Perf] Rename cuda_graph to gpu_graph across the codebase (Genesis-Embodied-AI#430)

* Misc: fix typo integeral -> integral (Genesis-Embodied-AI#434)

Co-authored-by: v01dxyz <v01dxyz@v01d.xyz>

* [Perf] CUDA graph 4: call from multiple locations (Genesis-Embodied-AI#420)

* [Bug] Fix fastcache not restoring graph_do_while_arg (Genesis-Embodied-AI#435)

* [Perf] Cache last-call result in perf_dispatch for single-compatible case (Genesis-Embodied-AI#438)

* Fix gpu_graph fallback on old Nvidia GPU. (Genesis-Embodied-AI#443)

* Fix shared memory offset not reset between CUDA kernels. (Genesis-Embodied-AI#442)

* [Misc] Allow disabling GPU graph via QD_GPU_GRAPH=0 env var (Genesis-Embodied-AI#439)

* [Misc] Add named top-level loops (Genesis-Embodied-AI#440)

* [Misc] Rename gpu_graph to graph (Genesis-Embodied-AI#446)

* [Misc] Add cross-platform shuffle (Genesis-Embodied-AI#447)

* [Bug] Fix graph_do_while on Windows: search for cudadevrt.lib (Genesis-Embodied-AI#456)

* [Bug] Also search default CUDA toolkit install location on Windows (Genesis-Embodied-AI#461)

* [SPIRV] Feature Parity Atomics & Shared Array (Genesis-Embodied-AI#432)

* [Misc] Change clang format to 120 characters (Genesis-Embodied-AI#463)

* [Misc] CUDA graph 5 Add fatbin (Genesis-Embodied-AI#464)

* [Bug] Reuse VkInstance across init/reset cycles (Genesis-Embodied-AI#465)

* [Perf] Tiles 1: _load, _store, _eye_ (Genesis-Embodied-AI#466)

* [Misc] Remove dead InternalFuncStmt type_check override (Genesis-Embodied-AI#471)

* [Perf] Tiles 2: add cholesky and ger (Genesis-Embodied-AI#472)

* [Perf] Tiles 2b: add triangular solve (Genesis-Embodied-AI#474)

* [Misc] Refactor: use _get_col/_set_col in tiles load/store/init (Genesis-Embodied-AI#475)

* [Build] Fix flaky test_clock_accuracy (Genesis-Embodied-AI#436)

* Fix AARCH64 emitting invalid asm in CUDA kernels. (Genesis-Embodied-AI#473)

Co-authored-by: Hugh Perkins <hughperkins@gmail.com>

* [AMDGPU] Enable HIP memory pool and surface pool-exhaustion errors. (Genesis-Embodied-AI#485)

* [AMDGPU] Scope hsaco tmp dir per-user to avoid collisions. (Genesis-Embodied-AI#484)

* [Perf] Tiles 3: Add slice syntax, qd.outer() and initial doc (Genesis-Embodied-AI#477)

* [AMDGPU] Fix gradient computation. (Genesis-Embodied-AI#486)

* Enable all backends that are supported in unit tests. (Genesis-Embodied-AI#488)

* Fix SPIRV ID overflow for large kernels due to autodiff. (Genesis-Embodied-AI#489)

* [Misc] Fix purity checker to allow accessing constants from quadrants modules (Genesis-Embodied-AI#487)

* [Misc] Increase tolerance for clock monotonic test (Genesis-Embodied-AI#492)

* [CI] Serialize api doc workflow (Genesis-Embodied-AI#494)

* [CI] Increase tolerance for clock test (Genesis-Embodied-AI#506)

* [CI] Increase clock test tolerance to 20% (Genesis-Embodied-AI#509)

* [Perf] Add tensor_type parametrization to tile16 tests (Genesis-Embodied-AI#504)

* [Perf] Tiles 4b: Migrate tiles16 tests to enable fastcache (Genesis-Embodied-AI#505)

* [Perf] Tiles 4c: add Tiles16x16 proxy (Genesis-Embodied-AI#507)

* [Perf] Tiles 4d: Consolidate slice error tests using parametrize (Genesis-Embodied-AI#508)

* [Perf] Tiles 4: add SharedArray slice support (Genesis-Embodied-AI#482)

* [Perf] Tiles 5: add Cholesky benchmark demo (Genesis-Embodied-AI#483)

* [Doc] Add user guide page for subgroup shuffle (Genesis-Embodied-AI#512)

* [Perf] Implement cross-platform shuffle_down (Genesis-Embodied-AI#510)

* [Perf] Add portable subgroup reduce_add and reduce_all_add (Genesis-Embodied-AI#511)

* [Perf] Add first warmup config to perf dispatch (Genesis-Embodied-AI#422)

* [AutoDiff] Autodiff 1: Add baseline adstack regression test for unary_collections (Genesis-Embodied-AI#500)

* [AutoDiff] Autodiff 2: Implement derivative for tan (Genesis-Embodied-AI#501)

* [AutoDiff] Autodiff 3: Recompute tanh/exp on the operand in the reverse pass (Genesis-Embodied-AI#502)

* [AutoDiff] Autodiff 4: Mark rsqrt as non-linear for adstack promotion (Genesis-Embodied-AI#503)

* [AutoDiff] Autodiff 5: Fix adjoint-alloca placement for GlobalLoads outside the current range-for (Genesis-Embodied-AI#496)

* [AutoDiff] Autodiff 6: Adstack regression tests (Genesis-Embodied-AI#491)

* [AutoDiff] Autodiff 7: Fix header size in AdStackAllocaStmt to match u64 runtime layout (Genesis-Embodied-AI#534)

* [AutoDiff] Autodiff 8: Surface LLVM adstack push/pop overflow as a Python exception (Genesis-Embodied-AI#535)

* [AutoDiff] Autodiff 9: Guard against LLVM worker-thread stack overflow from large per-task adstack budget (Genesis-Embodied-AI#495)

* [AutoDiff] Autodiff 10: Implement adstack for SPIR-V (Genesis-Embodied-AI#490)

* [AutoDiff] Autodiff 11: Latent adstack-adjacent fixes (AMDGPU hipFree, flush() keeps ctx_buffers_, always-preallocate) (Genesis-Embodied-AI#536)

* [Doc] Add AGENTS.md with instructions for AI agents (Genesis-Embodied-AI#541)

* [Bug] Abort kernel execution on assertion failure instead of segfaulting (Genesis-Embodied-AI#419)

* [Type] ndarray typing 1: Add eval_str=True to inspect.signature() calls (Genesis-Embodied-AI#411)

* [CI] Suppress reportPrivateImportUsage in torch-using files (Genesis-Embodied-AI#552)

* [Misc] QD_DUMP_IR dumps to files with the task_id added to the filename (Genesis-Embodied-AI#441)

* [Type] ndarray typing 2: Fix NDArray single-arg subscript crash (Genesis-Embodied-AI#412)

* [Test] Flush xdist channel before worker exit so test failure reports are visible (Genesis-Embodied-AI#555)

* [CI] Reduce test retries on CI from 3 to 1. (Genesis-Embodied-AI#554)

* [AutoDiff] Autodiff 12: Heap-backed adstack on LLVM backends (CPU/CUDA/AMDGPU) (Genesis-Embodied-AI#537)

* [AutoDiff] Autodiff 13: Heap-backed adstack on SPIR-V backends (Metal, Vulkan) (Genesis-Embodied-AI#493)

* [AutoDiff] Autodiff 14: Resolve bounded-inner-loop adstacks without default_ad_stack_size fallback (Genesis-Embodied-AI#539)

* [SPIRV] Vulkan SPIR-V correctness: atomic-view aliasing, PSB stride, narrow storage caps, u1 cast, per-init layer recheck (Genesis-Embodied-AI#513)

* [Build] Autodiff 15: Replace 2022 MoltenVK pin with LunarG Vulkan SDK fetch and sanitise MoltenVK cap advertisement (Genesis-Embodied-AI#551)

* [Test] Suppress stock pytest-timeout to avoid conflict with pytest_hardtle (Genesis-Embodied-AI#557)

* [Vulkan] Use SDK validation layer for debugPrintf instead of apt package (Genesis-Embodied-AI#562)

* [Test] Fix flaky perf_dispatch tests by increasing work amounts (Genesis-Embodied-AI#559)

* [Test] Add --maxfail CLI option to run_tests.py (default 20) (Genesis-Embodied-AI#558)

* [CI] Vulkan debug printf fix to address flaky tests (Genesis-Embodied-AI#563)

* [Docs] Add a new page to help for first time contributors (Genesis-Embodied-AI#426)

Authored-by: v01dxyz <v01dxyz@v01d.xyz>

* [AutoDiff] Autodiff 16: Resolve reverse-mode adstack depths per-launch via runtime-evaluated SizeExpr (Genesis-Embodied-AI#543)

* Fix: raise error if device memory allocation fails (Genesis-Embodied-AI#451) (Genesis-Embodied-AI#453)

Co-authored-by: v01dxyz <v01dxyz@v01d.xyz>
Co-authored-by: Hugh Perkins <hughperkins@gmail.com>

* [CI] Add CI job to check line wrapping of comments and docs (Genesis-Embodied-AI#564)

* [Misc] Add coverage report to PRs, including kernels (Genesis-Embodied-AI#470)

* [CI] CI wrap check feeds only diffs to agent (Genesis-Embodied-AI#567)

* Skip 'flaky' test on MacOS CI. (Genesis-Embodied-AI#573)

* [Test] Fix missing `import sys` in test_fail_device_memory_allocation (Genesis-Embodied-AI#574)

* [CI] Fix Vulkan debugPrintf flake with session-scoped warmup (Genesis-Embodied-AI#571)

* [AutoDiff] determine_ad_stack_size: replace whole-CFG Bellman-Ford with SCC + DAG DP (Genesis-Embodied-AI#575)

* [Test] Fix macOS OOM skip reason to describe actual root cause (Genesis-Embodied-AI#576)

* [Lang] whole_kernel_cse: 2.5x compile time speedup on large kernels (Genesis-Embodied-AI#577)

* [CI] Add CI check for unnecessarily deleted comments (Genesis-Embodied-AI#570)

* [CI] Migrate coverage report to github Check page (Genesis-Embodied-AI#566)

* [Lang] Skip IR verifier between passes unless debug=true (Genesis-Embodied-AI#579)

* [Lang] Inline AdStack ops on release LLVM codegen: dramatically reduces compile time for adstack-enabled reverse-mode kernels (Genesis-Embodied-AI#584)

* [CUDA] Honor offline_cache=False end-to-end so QD_OFFLINE_CACHE=0 actually gives a cold compile (Genesis-Embodied-AI#580)

* [Type] Tensor 24 (Genesis-Embodied-AI#561)

Co-authored-by: hugh <hugh@slurm-login-0.slurm-login.tenant-slurm.svc.cluster.local>

* [Lang] auto_diff host-walk reductions: dramatically faster front-end compile time on adstack-enabled reverse-mode kernels (Genesis-Embodied-AI#587)

* [AutoDiff] Speed up reverse-mode kernel launches on GPU backends (Genesis-Embodied-AI#578)

* [Vulkan] Move adstack-sizer scratch out of Function-scope memory to fix SPIR-V pipeline build failures (Genesis-Embodied-AI#588)

* [AutoDiff] Improve diagnosis of unsupported reverse-mode AD patterns (Genesis-Embodied-AI#590)

* [Bug] Fix: promote Ndarray to AnyArray in build_Name for flattened struct fields (Genesis-Embodied-AI#592)

* [SPIR-V] Shrink reverse-grad kernel MSL by ~50% (Genesis-Embodied-AI#591)

* [CI] Add CI check that PR changes have test coverage (Genesis-Embodied-AI#596)

* [Perf] Enable zero-copy in to_torch() and to_numpy() (Genesis-Embodied-AI#450)

* Add BufferView: safe sub-range ndarray access for kernels (Genesis-Embodied-AI#585)

Co-authored-by: alanray-tech <alanray-tech@users.noreply.github.com>
Co-authored-by: Hugh Perkins <hughperkins@gmail.com>

* [Doc] Add user-facing fastcache documentation (Genesis-Embodied-AI#597)

Co-authored-by: hugh <hugh@slurm-login-0.slurm-login.tenant-slurm.svc.cluster.local>

* [Misc] Upgrade to enable v1 dlpack so to_numpy(copy=False) writable (Genesis-Embodied-AI#598)

Co-authored-by: root <root@rtx-209-201.slurm-compute.tenant-slurm.svc.cluster.local>

* [AutoDiff] Cut reverse-mode adstack memory usage 10x on all backends (Genesis-Embodied-AI#599)

* [Misc] Add CI check for feature file factorization (Genesis-Embodied-AI#606)

* [Perf] Skip _recursive_set_args for all-Field frozen dataclass structs (Genesis-Embodied-AI#607)

Co-authored-by: Cursor <cursoragent@cursor.com>

* [AutoDiff] SNode-arm bound-expr capture rejects fold-attack gate indices (Genesis-Embodied-AI#610)

* [Misc] Suppress field fastcache warning for qd.Tensor (Genesis-Embodied-AI#615)

Co-authored-by: Cursor <cursoragent@cursor.com>

* [AutoDiff] Adstack heap: clip reducer count by per-task loop trip count (compile-time and SizeExpr-evaluated) (Genesis-Embodied-AI#611)

* [Misc] Forward copy= through qd.Tensor, add copy=None option (Genesis-Embodied-AI#616)

Co-authored-by: Cursor <cursoragent@cursor.com>

* [Doc] Update README (Genesis-Embodied-AI#617)

Co-authored-by: Cursor <cursoragent@cursor.com>

* [CI] Fix coverage report showing def lines as uncovered (Genesis-Embodied-AI#623)

Co-authored-by: Cursor <cursoragent@cursor.com>

* [Perf] Generic launcher: persistent context, JIT-pointer reuse, Metal compute encoder, LLVM-GPU async memory ops (Part 1/2) (Genesis-Embodied-AI#619)

* [CI] Encode Python-first testing policy in coverage-check prompt (Genesis-Embodied-AI#622)

Co-authored-by: Cursor <cursoragent@cursor.com>

* [CI] Add PR Line change report (Genesis-Embodied-AI#624)

Co-authored-by: Cursor <cursoragent@cursor.com>

* [CI] Disable quadrants pytest plugin during quadrants internal coverage runs (Genesis-Embodied-AI#629)

Co-authored-by: Cursor <cursoragent@cursor.com>

* [AutoDiff] Adstack load+store eliminations: EliminateRecomputableAdStackPushes pass + leaf extensions (Genesis-Embodied-AI#621)

* [CI] Simplify coverage PR comment to a single linked line (Genesis-Embodied-AI#630)

* [CUDA] Add AGX Thor, SM_110 (Genesis-Embodied-AI#631)

Co-authored-by: Johnny Nunez and Hugh Perkins

* [CI] Lines changed report: collapse PR comment to a single linked totals line (Genesis-Embodied-AI#632)

* [FEATURE] Support external Metal command queue via qd.init (Genesis-Embodied-AI#618)

Co-authored-by: Cursor <cursoragent@cursor.com>

* [Perf] Cache adstack-sizer metadata per task across SPIR-V + LLVM-GPU; per-snode / DeviceAllocation invalidation (Part 2/2) (Genesis-Embodied-AI#620)

* [AutoDiff] Disable EliminateRecomputableAdStackPushes pending mutated-SNode chain-leaf fix (Genesis-Embodied-AI#633)

* [AutoDiff] Adstack chain-clone safety: mutated-SNode leaf reject + load_top consumer-aware guard (Genesis-Embodied-AI#634)

* [Docs] Add user-guide page for qd.simt.block.* primitives (Genesis-Embodied-AI#638)

* [Docs] Expand qd.simt.subgroup user-guide page to cover every op (Genesis-Embodied-AI#639)

* [Perf] Streams 1-4 (Genesis-Embodied-AI#410)

* [Docs] Add user-guide page for matrix decompositions and solvers (Genesis-Embodied-AI#643)

* [Bug] Revert "[Perf] Streams 1-4 (Genesis-Embodied-AI#410)" (Genesis-Embodied-AI#650)

* [Docs] Add user-guide page for atomics and bit operations (Genesis-Embodied-AI#640)

* [Docs] Add user-guide page for qd.simt.grid.* primitives (Genesis-Embodied-AI#641)

* [AutoDiff] Adstack max-reducer: parallel multi-axis MaxOverRange dispatch (Genesis-Embodied-AI#635)

* [AMDGPU] Fix amdgpu parallel rand init (Genesis-Embodied-AI#658)

* [Perf] Adstack: skip max-reducer recognizer on CPU + lift host-eval cap (Genesis-Embodied-AI#655)

* [Perf] Re-land Streams 1-4 with bug fixes (Genesis-Embodied-AI#653)

* [AMDGPU] Apply device_memory_GB=0.3 cap to AMDGPU tests (Genesis-Embodied-AI#659)

* [Perf] Per-launch host sync: drop wait_idle on SPIR-V, pin stream and drop stream_synchronize on CUDA/AMDGPU (Genesis-Embodied-AI#654)

* [AMDGPU] Unload hipModule_t in JITModuleAMDGPU destructor (Genesis-Embodied-AI#660)

* [AMDGPU] Trim default mempool on qd.reset() (Genesis-Embodied-AI#669)

* [AMDGPU] Hoist rand-state buffer to process lifetime (Genesis-Embodied-AI#668)

* [Streams] Use events for streams serialization on AMDGPU and CUDA (Genesis-Embodied-AI#667)

* [Perf] Adstack max-reducer: launch cache + zero-copy result map; content-stable registry_id (Genesis-Embodied-AI#671)

* [SPIR-V] dispatch_max_reducers: register each task with the real kernel name (Genesis-Embodied-AI#675)

* [AutoDiff] Debug-mode field/grad/dual: dtype, layout, and access-time invariants (Genesis-Embodied-AI#677)

* [Docs] Add user-guide page for qd.algorithms.* device-wide algorithms (Genesis-Embodied-AI#642)

Co-authored-by: alanray-tech <alan.ray@genesis-ai.company>

* [Docs] Doc for existing atomics: switch support table to per-backend columns (Genesis-Embodied-AI#657)

Co-authored-by: alanray-tech <alan.ray@genesis-ai.company>

* [GPU] Cross gpu atomics (Genesis-Embodied-AI#666)

Co-authored-by: alanray-tech <alan.ray@genesis-ai.company>

* [GPU] Make block operations portable cross-gpu (Genesis-Embodied-AI#664)

* [Perf] CPU LLVM adstack-cache: skip per-launch bump-writes + ndarray_shapes capture on forward-only handles (Genesis-Embodied-AI#685)

* [GPU] Cross-GPU for grid ops (Genesis-Embodied-AI#670)

* [Math] Make bitop operations portable cross-gpu (Genesis-Embodied-AI#662)

* [AMDGPU] Always use wave64, on both RDNA and CDNA (Genesis-Embodied-AI#687)

* [AMDGPU] Use syncscope("agent") for atomix xor to avoid CAS livelock (Genesis-Embodied-AI#672)

* [GPU] New bit ops for QIPC (Genesis-Embodied-AI#679)

* [GPU] Subgroup ops cross-gpu (Genesis-Embodied-AI#665)

* [Graph] Rename CUDA Graph to Graph in docs (Genesis-Embodied-AI#691)

* [SPIR-V] Fix FIFO-queue ordering when sharing command queue. (Genesis-Embodied-AI#694)

* [Atomics] New QIPC ops for atomics (Genesis-Embodied-AI#690)

* Pass dataclass sub-structs into qd.func (Genesis-Embodied-AI#698)

* [AMDGPU] HIP graph runtime support for @qd.kernel(graph=True) (Genesis-Embodied-AI#692)

* [CI] Add per-file timing report to Mac Metal test job (Genesis-Embodied-AI#695)

Co-authored-by: Cursor <cursoragent@cursor.com>

* [CI] Enable kernel disk cache during tests (Genesis-Embodied-AI#696)

* [Math] New QIPC ops for single-threaded linalg (Genesis-Embodied-AI#683)

* [BREAKING][GPU] New QIPC ops for subgroups (Genesis-Embodied-AI#676)

* [GPU] New QIPC ops for block (Genesis-Embodied-AI#684)

* [GPU] New device-level ops for QIPC (Genesis-Embodied-AI#693)

* [algorithms] PrefixSumExecutor: drop unused GRID_SZ local (Genesis-Embodied-AI#701)

* [block] sync(): fix unsupported-arch error message (Genesis-Embodied-AI#700)

* [volatile_load] add qd.volatile_load primitive (closes Genesis-Embodied-AI#648) (Genesis-Embodied-AI#702)

* [AutoDiff] Reject recycled identity_key in AdStackCache::register_adstack_sizing_info (Genesis-Embodied-AI#708)

* [Vulkan] Declare GroupNonUniform SPIR-V caps and enable shaderSubgroupExtendedTypes (Genesis-Embodied-AI#707)

* Fix duplicate HIP graph driver-function declarations after v1.0.0 merge

The amd-integration fork had cherry-picked the HIP graph driver functions
(graph_create / graph_destroy / graph_add_kernel_node / graph_instantiate /
graph_exec_destroy / graph_launch), and upstream v1.0.0 added the same set.
The per-file 3-way merge appended both copies into
amdgpu_driver_functions.inc.h, producing redeclaration errors that broke the
AMDGPU RHI/runtime compile. Drop the upstream duplicate block; the signatures
are identical to the fork's existing declarations.

Co-authored-by: Cursor <cursoragent@cursor.com>

* Fix AMDGPU launcher coherence and num_instructions visibility after v1.0.0 merge

- kernel_launcher.cpp: the 3-way merge spliced upstream v1.0.0's launch_llvm_kernel
  rewrite (ephemeral arg/context buffers, explicit-stream path, AmdgpuDefaultStream
  PinGuard) onto the AMD fork's kernarg-by-value + persistent-scratch design,
  leaving references to undefined `ephemeral_context_ptr`. Restore the fork's
  coherent launch_llvm_kernel verbatim; it calls the (already merged) enhanced
  launch_offloaded_tasks, which keeps the max-reducer dispatch and stream-parallel
  groups adapted onto the AMD launch path.
- llvm_context.h: both the fork and upstream added `num_instructions`; the merge
  kept upstream's private placement, but the AMDGPU codegen force-inline heuristic
  calls it statically from outside the class. Move it back to the public section.

Co-authored-by: Cursor <cursoragent@cursor.com>

* Restore async result D2H and hoist kernarg vectors in AMDGPU launcher

The v1.0.0 merge resolution regressed two amd-integration baseline
optimizations in launch_llvm_kernel / launch_offloaded_tasks:

  - The per-launch result-buffer copy was a blocking memcpy_device_to_host,
    forcing a host stall on every value-returning launch and serializing the
    GPU pipeline. Restore the async D2H (the caller synchronizes lazily when it
    needs the value); external-array transfers still stream_synchronize once
    before reading back.

  - launch_task constructed the kernarg std::vectors from initializer lists
    ({kernarg_payload} / {kernarg_size}) on every dispatch (heap alloc + free
    per launch). Hoist arg_ptrs/arg_sizes out of the per-task launch and reuse.

Co-authored-by: Cursor <cursoragent@cursor.com>

* amdgpu: default to LDS permlane64 emulation; drop host-x86 barrier asm on retarget

Two AMDGPU JIT-compile crashes surfaced after the v1.0.0 merge pulled in the QIPC subgroup
ops (Genesis-Embodied-AI#676), which made the rigid constraint solver's wave-cooperative reductions route through
`amdgpu_cross_half_shuffle_i32`. Both manifested as a SIGSEGV inside
`llvm::SIInstrInfo::getInstSizeInBytes` during `JITSessionAMDGPU::compile_module_to_hsaco`
(i.e. at first kernel launch), and reproduce on gfx942 / MI300X. Baseline 0.4.6 never emitted
these constructs, which is why it was unaffected.

1. Native `llvm.amdgcn.permlane64` lowering crashes the bundled LLVM 22.1.0 AMDGPU backend.
   Default `amdgpu_permlane64` to the existing LDS-roundtrip software emulation on every target
   (it produces identical results). Add `QD_AMDGPU_USE_NATIVE_PERMLANE64=1` to opt back into the
   native instruction once the backend bug is fixed; the old `QD_AMDGPU_FORCE_PERMLANE64_FALLBACK`
   is now the default and still honored. This is the actual crash fix.

2. The runtime module is compiled by the host x86_64 clang and only retargeted to amdgcn here, so
   `amdgpu_cross_half_shuffle_i32`'s `__asm__ volatile("" : "+v"(byte))` optimization barrier carries
   x86 flag clobbers (`~{dirflag},~{fpsr},~{flags}`) that are meaningless on AMDGPU. The IR verifies
   but the empty-body INLINEASM is invalid on the amdgcn target. Neutralize empty-body barrier asm
   during retarget (forward the tied value, then erase) so no stale host asm reaches codegen. On the
   wave64 targets we ship `ds_bpermute` already addresses the full wave, so the hint is a no-op.

Co-authored-by: Cursor <cursoragent@cursor.com>

* style: apply clang-format (v19.1.7) to AMDGPU fn_attrs and launcher sources

CI pre-commit's clang-format hook reformatted these files (long
declarations/lambda signatures collapsed onto single lines per the repo's
clang-format config). Apply the same formatting so the hook passes.

No functional changes.

Co-authored-by: Cursor <cursoragent@cursor.com>

* fix(amdgpu): use CreateNeg for branchless i32 sgn instead of CreateSub(0, input)

clang-tidy (modernize-use-nullptr, -warnings-as-errors) flagged
`builder->CreateSub(0, input)` in the i32 sgn path: the literal `0` binds to
the `llvm::Value*` LHS parameter as a null pointer, not an integer zero.
Replace with `builder->CreateNeg(input)`, which emits `0 - input` with a proper
zero constant -- identical intended semantics, and clang-tidy clean.

Co-authored-by: Cursor <cursoragent@cursor.com>

---------

Co-authored-by: Robert Dazi <14996868+v01dXYZ@users.noreply.github.com>
Co-authored-by: v01dxyz <v01dxyz@v01d.xyz>
Co-authored-by: Hugh Perkins <hughperkins@gmail.com>
Co-authored-by: Alexis DUBURCQ <alexis.duburcq@gmail.com>
Co-authored-by: hugh <hugh@slurm-login-0.slurm-login.tenant-slurm.svc.cluster.local>
Co-authored-by: alanray-tech <alan.ray@genesis-ai.company>
Co-authored-by: alanray-tech <alanray-tech@users.noreply.github.com>
Co-authored-by: root <root@rtx-209-201.slurm-compute.tenant-slurm.svc.cluster.local>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Johnny <johnnynuca14@gmail.com>
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

2 participants