From f02ec3274b8d3056d5accfbacabb7f57e3099c2d Mon Sep 17 00:00:00 2001 From: tangchengxiang <2064027004@qq.com> Date: Wed, 16 Sep 2026 04:28:24 +0000 Subject: [PATCH 1/3] fix(metax): detect Flash Attention varlen ABI from linked library --- docs/metax-flash-attention.md | 37 ++++++++++ .../adaptor/flash_attention_adaptor.hpp | 8 ++- .../mha_varlen_flashattn.cc | 12 ++-- tests/xmake/test_metax_flash_abi.lua | 24 +++++++ xmake.lua | 2 + xmake/metax.lua | 42 +----------- xmake/metax_flash_abi.lua | 67 +++++++++++++++++++ 7 files changed, 146 insertions(+), 46 deletions(-) create mode 100644 docs/metax-flash-attention.md create mode 100644 tests/xmake/test_metax_flash_abi.lua create mode 100644 xmake/metax_flash_abi.lua diff --git a/docs/metax-flash-attention.md b/docs/metax-flash-attention.md new file mode 100644 index 000000000..6990e72af --- /dev/null +++ b/docs/metax-flash-attention.md @@ -0,0 +1,37 @@ +# MetaX Flash Attention ABI selection + +MetaX wheels can export different C++ signatures for `mha_varlen_fwd` even +within MACA 3.x. A missing trailing `bool` causes an undefined-symbol error +when loading InfiniCore, before any attention kernel can execute. + +When building MetaX with Flash Attention, the build now inspects the actual +linked extension using `nm -D -C --defined-only`. It selects the declaration +and call for three known signatures: the original arguments, an additional +optional tensor, or that tensor plus `return_max_logit`. The last argument is +passed as `false` when present. NVIDIA and other device adapters are unchanged. + +Use `FLASH_ATTN_2_CUDA_SO=/absolute/path/to/flash_attn_2_cuda.so` to select an +exact wheel. Otherwise the resolver checks `--flash-attn` for a unique +extension, then `FLASH_ATTN_METAX_CUDA_SO_CONTAINER`, then the Python environment. +Invalid explicit paths and unknown/missing/ambiguous signatures fail during +build with a diagnostic. The same resolver is used for compilation and linking. +MACA-version handling for the other Flash Attention entry points remains as +before; this change only detects the varlen ABI. + +Run the detection tests without a GPU: + +```sh +xmake lua tests/xmake/test_metax_flash_abi.lua +``` + +With `FLASH_ATTN_2_CUDA_SO` set, the test also checks the installed extension. +The three recognized signatures and missing/unknown/ambiguous negative cases +are covered by fixtures. Older-wheel execution was not available for testing. + +The current-bool variant was built and executed on a C500 slice with MACA +3.5.3.20, torch 2.8.0+metax3.5.3.9 and flash-attn 2.6.3+metax3.5.3.9torch2.8. +Prefill and Decode each passed six FP16/BF16 cases against an explicit FP32 +attention reference. Cases include GQA, head dimensions 64/128, noncontiguous +physical page mappings, history KV and causal masks. End-to-end Qwen3-0.6B/4B +also ran with the matching InfiniLM cache/chunk/graph integration candidate. +These are correctness checks, not a new attention-kernel performance claim. diff --git a/include/infinicore/adaptor/flash_attention_adaptor.hpp b/include/infinicore/adaptor/flash_attention_adaptor.hpp index b1e778e55..0db925272 100644 --- a/include/infinicore/adaptor/flash_attention_adaptor.hpp +++ b/include/infinicore/adaptor/flash_attention_adaptor.hpp @@ -59,11 +59,15 @@ mha_varlen_fwd(at::Tensor &q, // total_q x num_hea const float softcap, const bool return_softmax, std::optional gen_ -#if defined(ENABLE_METAX_API) && defined(INFINICORE_HPCC_VERSION_MAJOR) && (INFINICORE_HPCC_VERSION_MAJOR >= 3) - // MetaX/Mars `flash_attn_2_cuda` (e.g. 2.6.x+mars) appends this argument vs upstream Dao-AILab flash-attn. +#if defined(ENABLE_METAX_API) && defined(INFINICORE_METAX_VARLEN_EXT) + // Selected from the linked extension signature at build time. , std::optional &flash_attn_mars_ext_ #endif +#if defined(ENABLE_METAX_API) && defined(INFINICORE_METAX_VARLEN_RETURN_MAX_LOGIT) + , + bool return_max_logit +#endif ); std::vector diff --git a/src/infinicore/ops/multi_head_attention_varlen/mha_varlen_flashattn.cc b/src/infinicore/ops/multi_head_attention_varlen/mha_varlen_flashattn.cc index 16fa1eb8b..ffe97ec67 100644 --- a/src/infinicore/ops/multi_head_attention_varlen/mha_varlen_flashattn.cc +++ b/src/infinicore/ops/multi_head_attention_varlen/mha_varlen_flashattn.cc @@ -198,11 +198,11 @@ void run(void *planned_meta) { const std::optional no_tensor; const std::optional block_table = p->block_table ? std::optional{ - p->infiniops_block_table->tensor(*p->block_table)} + p->infiniops_block_table->tensor(*p->block_table)} : std::nullopt; const std::optional alibi_slopes = p->alibi_slopes ? std::optional{ - p->infiniops_alibi_slopes->tensor(*p->alibi_slopes)} + p->infiniops_alibi_slopes->tensor(*p->alibi_slopes)} : std::nullopt; infini::ops::FlashAttnVarlenFunc::Call( @@ -303,7 +303,7 @@ void run(void *planned_meta) { auto alibi_slopes = p->alibi_slopes ? std::optional(infinicore::adaptor::to_aten_tensor(*p->alibi_slopes)) : std::nullopt; auto scale = p->scale; -#if defined(ENABLE_METAX_API) && defined(INFINICORE_HPCC_VERSION_MAJOR) && (INFINICORE_HPCC_VERSION_MAJOR >= 3) +#if defined(ENABLE_METAX_API) && defined(INFINICORE_METAX_VARLEN_EXT) std::optional flash_attn_mars_ext = std::nullopt; #endif @@ -330,9 +330,13 @@ void run(void *planned_meta) { 0.0, false, std::nullopt -#if defined(ENABLE_METAX_API) && defined(INFINICORE_HPCC_VERSION_MAJOR) && (INFINICORE_HPCC_VERSION_MAJOR >= 3) +#if defined(ENABLE_METAX_API) && defined(INFINICORE_METAX_VARLEN_EXT) , flash_attn_mars_ext +#endif +#if defined(ENABLE_METAX_API) && defined(INFINICORE_METAX_VARLEN_RETURN_MAX_LOGIT) + , + false #endif ); diff --git a/tests/xmake/test_metax_flash_abi.lua b/tests/xmake/test_metax_flash_abi.lua new file mode 100644 index 000000000..1d9c3a1ee --- /dev/null +++ b/tests/xmake/test_metax_flash_abi.lua @@ -0,0 +1,24 @@ +function main() + local abi = import("metax_flash_abi", {rootdir = path.join(os.projectdir(), "xmake")}) + local common = "mha_varlen_fwd(at::Tensor&, at::Tensor const&, at::Tensor const&, std::optional&, at::Tensor const&, at::Tensor const&, std::optional&, std::optional&, std::optional&, std::optional&, int, int, float, float, bool, bool, int, int, float, bool, std::optional" + local function symbol(suffix) return "0000000000123456 T " .. common .. suffix .. "\n" end + local old = abi.detect_symbols(symbol(")")) + assert(not old.extension and not old.return_max_logit) + local ext = abi.detect_symbols(symbol(", std::optional&)")) + assert(ext.extension and not ext.return_max_logit) + local latest = abi.detect_symbols(symbol(", std::optional&, bool)")) + assert(latest.extension and latest.return_max_logit) + for _, bad in ipairs({"", symbol(", int)"), symbol(")") .. symbol(", std::optional&)")}) do + local failed = false + try {function() abi.detect_symbols(bad) end, + catch {function() failed = true end}} + assert(failed) + end + if os.getenv("FLASH_ATTN_2_CUDA_SO") then + local file = abi.resolve() + local actual = abi.detect_symbols(os.iorunv("nm", {"-D", "-C", "--defined-only", file})) + print("installed extension: " .. file) + print(actual) + end + print("MetaX ABI: three signatures accepted; missing/unknown/ambiguous rejected") +end diff --git a/xmake.lua b/xmake.lua index 568410287..80909cdd2 100644 --- a/xmake.lua +++ b/xmake.lua @@ -867,6 +867,8 @@ target("infinicore_cpp_api") -- depending on the underlying stack version. When building with MACA (`--use-mc=y`), -- the version file is typically `/opt/maca/Version.txt` (HPCC uses `/opt/hpcc/Version.txt`). if has_config("metax-gpu") and get_config("flash-attn") and get_config("flash-attn") ~= "" then + local abi = import("metax_flash_abi", {rootdir = path.join(os.projectdir(), "xmake")}) + abi.configure(target, get_config("flash-attn")) local version_txt = "/opt/hpcc/Version.txt" if not os.isfile(version_txt) and has_config("use-mc") then version_txt = "/opt/maca/Version.txt" diff --git a/xmake/metax.lua b/xmake/metax.lua index 85407ed1b..0bfdbaeca 100644 --- a/xmake/metax.lua +++ b/xmake/metax.lua @@ -2,51 +2,13 @@ local MACA_ROOT = os.getenv("MACA_PATH") or os.getenv("MACA_HOME") or os.getenv("MACA_ROOT") local FLASH_ATTN_ROOT = get_config("flash-attn") --- MetaX flash-attn (pip `flash_attn_2_cuda`) may append an extra trailing argument --- (`flash_attn_mars_ext_`) depending on the underlying HPCC/MetaX stack version. -do - -- Intentionally empty: HPCC version parsing is deferred to `before_build` - -- on `infinicore_cpp_api` where `os.iorunv` is available in this xmake sandbox. -end - --- Resolve MetaX flash-attn .so path (used only from this file: `before_link` sandbox cannot see globals from `xmake.lua`). -local FLASH_ATTN_METAX_CUDA_SO_CONTAINER_DEFAULT = - "/opt/conda/lib/python3.10/site-packages/flash_attn_2_cuda.cpython-310-x86_64-linux-gnu.so" - -local function metax_flash_attn_cuda_so_path() - -- Highest priority: override the exact `.so` file to link. - local env_path = os.getenv("FLASH_ATTN_2_CUDA_SO") - if env_path and env_path ~= "" then - env_path = env_path:trim() - if os.isfile(env_path) then - return env_path - end - print(string.format("warning: metax+flash-attn: FLASH_ATTN_2_CUDA_SO is not a file: %s, fallback to container/default path", env_path)) - end - - -- Second priority: allow overriding the "expected" container path via env. - local container_path = os.getenv("FLASH_ATTN_METAX_CUDA_SO_CONTAINER") - if not container_path or container_path == "" then - container_path = FLASH_ATTN_METAX_CUDA_SO_CONTAINER_DEFAULT - end - - if not os.isfile(container_path) then - print( - string.format( - "warning: metax+flash-attn: expected %s; install flash-attn in conda env, or export FLASH_ATTN_2_CUDA_SO.", - container_path - ) - ) - end - return container_path -end - -- MetaX flash-attn link flags for pip `flash_attn_2_cuda`. -- Version/ABI macros are set in `xmake.lua` for `infinicore_cpp_api` so they apply to all sources. target("infinicore_cpp_api") if get_config("flash-attn") and get_config("flash-attn") ~= "" then before_link(function (target) - local flash_so_metax = metax_flash_attn_cuda_so_path() + local abi = import("metax_flash_abi", {rootdir = path.join(os.projectdir(), "xmake")}) + local flash_so_metax = abi.resolve(get_config("flash-attn")) local flash_dir_metax = path.directory(flash_so_metax) local flash_name_metax = path.filename(flash_so_metax) target:add( diff --git a/xmake/metax_flash_abi.lua b/xmake/metax_flash_abi.lua new file mode 100644 index 000000000..bb4c2f73d --- /dev/null +++ b/xmake/metax_flash_abi.lua @@ -0,0 +1,67 @@ +-- Resolve and inspect the exact extension linked into infinicore_cpp_api. +-- MACA's release number alone does not determine the varlen C++ ABI. +function resolve(root) + local override = os.getenv("FLASH_ATTN_2_CUDA_SO") + if override and override ~= "" then + assert(os.isfile(override), "FLASH_ATTN_2_CUDA_SO is not a file: " .. override) + return override + end + if root and root ~= "" then + local files = os.files(path.join(root, "flash_attn_2_cuda*.so")) + assert(#files <= 1, "Multiple MetaX extensions found; set FLASH_ATTN_2_CUDA_SO") + if #files == 1 then return files[1] end + end + local container = os.getenv("FLASH_ATTN_METAX_CUDA_SO_CONTAINER") + if container and container ~= "" then + assert(os.isfile(container), "MetaX container extension is not a file: " .. container) + return container + end + local python = os.getenv("PYTHON") or "python" + local file = os.iorunv(python, {"-c", + "import importlib.util; s=importlib.util.find_spec('flash_attn_2_cuda'); print(s.origin if s else '')"}):trim() + assert(os.isfile(file), "MetaX flash_attn_2_cuda not found; set FLASH_ATTN_2_CUDA_SO") + return file +end + +function detect_symbols(symbols) + local parameters = { + "at::Tensor&", "at::Tensor const&", "at::Tensor const&", + "std::optional&", "at::Tensor const&", "at::Tensor const&", + "std::optional&", "std::optional&", + "std::optional&", "std::optional&", + "int", "int", "float", "float", "bool", "bool", "int", "int", + "float", "bool", "std::optional" + } + local base = "mha_varlen_fwd(" .. table.concat(parameters, ", ") + local signatures = { + [base .. ")"] = {extension = false, return_max_logit = false}, + [base .. ", std::optional&)"] = {extension = true, return_max_logit = false}, + [base .. ", std::optional&, bool)"] = {extension = true, return_max_logit = true} + } + local found = nil + for line in symbols:gmatch("[^\r\n]+") do + local signature = line:match("^%s*%x+%s+[TW]%s+(.+)$") + if signature and signature:find("mha_varlen_fwd(", 1, true) == 1 then + assert(signatures[signature], "Unsupported MetaX Flash Attention ABI: " .. signature) + assert(not found, "Ambiguous MetaX mha_varlen_fwd overloads") + found = signatures[signature] + end + end + assert(found, "MetaX extension does not export a supported mha_varlen_fwd; check FLASH_ATTN_2_CUDA_SO") + return found +end + +function configure(target, root) + local file = resolve(root) + local abi = detect_symbols(os.iorunv("nm", {"-D", "-C", "--defined-only", file})) + local defines = {} + if abi.extension then table.insert(defines, "INFINICORE_METAX_VARLEN_EXT") end + if abi.return_max_logit then table.insert(defines, "INFINICORE_METAX_VARLEN_RETURN_MAX_LOGIT") end + for _, define in ipairs(defines) do + target:add("defines", define) + target:add("cxflags", "-D" .. define) + target:add("cxxflags", "-D" .. define) + end + print(string.format("MetaX varlen ABI: extension=%s, return_max_logit=%s (%s)", + tostring(abi.extension), tostring(abi.return_max_logit), file)) +end From 9ecc781f3fc9e702da3ad3d455299c70e881b278 Mon Sep 17 00:00:00 2001 From: tangchengxiang <2064027004@qq.com> Date: Wed, 16 Sep 2026 09:02:27 +0000 Subject: [PATCH 2/3] docs: document MetaX backend benefits and validation scope --- docs/metax-flash-attention.md | 50 ++++++++ .../validation/metax-backend-performance.json | 118 ++++++++++++++++++ docs/validation/test-results.png | Bin 0 -> 170516 bytes 3 files changed, 168 insertions(+) create mode 100644 docs/validation/metax-backend-performance.json create mode 100644 docs/validation/test-results.png diff --git a/docs/metax-flash-attention.md b/docs/metax-flash-attention.md index 6990e72af..9e64d3684 100644 --- a/docs/metax-flash-attention.md +++ b/docs/metax-flash-attention.md @@ -35,3 +35,53 @@ attention reference. Cases include GQA, head dimensions 64/128, noncontiguous physical page mappings, history KV and causal masks. End-to-end Qwen3-0.6B/4B also ran with the matching InfiniLM cache/chunk/graph integration candidate. These are correctness checks, not a new attention-kernel performance claim. + +## Practical benefit and backend-selection experiment + +The direct before/after result of this fix is availability: with the affected +wheel, the old declaration produces an undefined-symbol error when importing +InfiniCore; the matching declaration allows import, Prefill and Decode to run. +There is no meaningful latency ratio against a backend that could not load. + +A separate archived experiment shows why restoring access to the existing +vendor implementation matters. Both arms used the **same ABI-compatible +prototype library**, switching only `attn_backend` between `paged-attn` and +`flash-attn`. This measures backend selection, not the speed of ABI detection +or a new kernel supplied by this PR. + +Conditions: C500 50% compute / 32,000 MiB slice, six CPU cores; MACA 3.5.3.20, +driver 3.8.30 and the torch/Flash Attention versions above. Qwen3-0.6B and +Qwen3-4B, BF16 model/KV, TP1/PP1, eager, 32 paged KV blocks of 256 tokens, +prefix reuse off, chunking off. Each request has 2,048 input and 16 generated +tokens, greedy with EOS ignored for timing. Two measurements after warmup +per backend/model. TTFT is their mean; ITL is the mean of each request's +median token interval. All eight measured outputs match the HF eager +reference and the corresponding other-backend outputs. + +| Model | Native TTFT ms | Vendor TTFT ms | TTFT reduction | Native ITL ms | Vendor ITL ms | ITL reduction | +|---|---:|---:|---:|---:|---:|---:| +| Qwen3-0.6B | 472.52 | 78.80 | 83.32% | 17.13 | 6.88 | 59.85% | +| Qwen3-4B | 1,212.21 | 212.09 | 82.50% | 26.00 | 12.87 | 50.50% | + +Per-request output rates, including Prefill, were 21.93 -> 87.92 token/s +and 9.99 -> 39.46 token/s respectively. These are finite single-request +windows, not sustained service throughput. Two samples on a shared slice +do not establish statistical significance or support all model families. +The tested backend still uses InfiniLM's scheduling and KV ownership; +selecting vendor attention does not replace the framework's cache manager. + +[Sanitized per-request measurements](validation/metax-backend-performance.json) +include original artifact hashes and the loaded binary hashes, verifying +that both arms used the same compatibility build. This experiment preceded +the final generalized signature resolver; the final resolver separately +passed six Prefill and six Decode operator cases plus the integrated model +checks. NVIDIA and other device adapters are unchanged. + +The portable ABI fixture command above and the installed-library check are +the focused reproduction entrypoints for this PR. The two-sample backend +table documents the practical motivation; it is not a claim that the final +resolver was itself performance-benchmarked against the failed import. + +[Results screenshot](validation/test-results.png): browser capture of the +audited saved-results report, not a new GPU run. The linked CPU CI result +does not replace MetaX hardware validation or upstream required checks. diff --git a/docs/validation/metax-backend-performance.json b/docs/validation/metax-backend-performance.json new file mode 100644 index 000000000..9dd198464 --- /dev/null +++ b/docs/validation/metax-backend-performance.json @@ -0,0 +1,118 @@ +{ + "date": "2026-09-16", + "scope": "Archived backend-selection experiment using the same ABI-compatible prototype library in both arms; not before/after timings of the ABI patch, and not a new kernel implementation.", + "rows": [ + { + "model": "Qwen3-0.6B", + "backend": "paged-attn", + "source": { + "artifact": "c500-paged-attention/vendor-model-validation/native-06b-c0.json", + "sha256": "ac1914ddf3680fdb6e0793ec55c083fd28b7d371cdf457246f33c28e8dfa0259" + }, + "library_sha256": { + "_infinicore.cpython-310-x86_64-linux-gnu.so": "7f11ac949f68b6aef335f66601993474dfa3a03040fb95c8cd8604134394c5ee", + "_infinilm.cpython-310-x86_64-linux-gnu.so": "04e623f8d9cd951aa871ffd07bdaea107d612160f808e336713436c57a4d1375", + "libinfinicore_cpp_api.so": "4630e45e98fd9578ccb2236a9343cb4511953a2e804b4d09cc0d0072067d55ca", + "libinfiniop.so": "77185ca529f420734c352ff5ff745a3d76535cfb776907e8658a4184ae25c73d", + "libinfinirt.so": "6fc364631bfe04094d3e7e474aaba7a3567a1ebb011cc41a76425c1d6ccebee2", + "flash_attn_2_cuda.cpython-310-x86_64-linux-gnu.so": "6cf8d40e92dc37809492a7eccc0c19b303931753ddb67725e588fc6503add078" + }, + "samples": [ + { + "ttft_ms": 472.89357997942716, + "median_itl_ms": 17.100885044783354, + "finite_request_output_tokens_s": 21.93347181168548 + }, + { + "ttft_ms": 472.14595798868686, + "median_itl_ms": 17.167174024507403, + "finite_request_output_tokens_s": 21.931196494026445 + } + ] + }, + { + "model": "Qwen3-0.6B", + "backend": "flash-attn", + "source": { + "artifact": "c500-paged-attention/vendor-model-validation/model-06b-c0.json", + "sha256": "3606abc36426bc9a4bd722a819f16354169e93272ff8e271ec686fde8ca85433" + }, + "library_sha256": { + "_infinicore.cpython-310-x86_64-linux-gnu.so": "7f11ac949f68b6aef335f66601993474dfa3a03040fb95c8cd8604134394c5ee", + "_infinilm.cpython-310-x86_64-linux-gnu.so": "04e623f8d9cd951aa871ffd07bdaea107d612160f808e336713436c57a4d1375", + "libinfinicore_cpp_api.so": "4630e45e98fd9578ccb2236a9343cb4511953a2e804b4d09cc0d0072067d55ca", + "libinfiniop.so": "77185ca529f420734c352ff5ff745a3d76535cfb776907e8658a4184ae25c73d", + "libinfinirt.so": "6fc364631bfe04094d3e7e474aaba7a3567a1ebb011cc41a76425c1d6ccebee2", + "flash_attn_2_cuda.cpython-310-x86_64-linux-gnu.so": "6cf8d40e92dc37809492a7eccc0c19b303931753ddb67725e588fc6503add078" + }, + "samples": [ + { + "ttft_ms": 80.56356094311923, + "median_itl_ms": 6.837593042291701, + "finite_request_output_tokens_s": 87.36454217164743 + }, + { + "ttft_ms": 77.04222307074815, + "median_itl_ms": 6.920571904629469, + "finite_request_output_tokens_s": 88.48125817712285 + } + ] + }, + { + "model": "Qwen3-4B", + "backend": "paged-attn", + 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zSjHdA_;+{wM}|VJMS+}g21DcvhZs0uJ0A2bOoF@w{Y8hBNN|M-sb>POzU3VA7Z+!R AJpcdz literal 0 HcmV?d00001 From 58fc3400f4b1f0655f403818798b8610d8617d48 Mon Sep 17 00:00:00 2001 From: tangchengxiang <2064027004@qq.com> Date: Wed, 16 Sep 2026 12:17:05 +0000 Subject: [PATCH 3/3] docs: keep MetaX experiment evidence in the PR --- docs/metax-flash-attention.md | 62 +-------- .../validation/metax-backend-performance.json | 118 ------------------ docs/validation/test-results.png | Bin 170516 -> 0 bytes 3 files changed, 5 insertions(+), 175 deletions(-) delete mode 100644 docs/validation/metax-backend-performance.json delete mode 100644 docs/validation/test-results.png diff --git a/docs/metax-flash-attention.md b/docs/metax-flash-attention.md index 9e64d3684..0e11807cd 100644 --- a/docs/metax-flash-attention.md +++ b/docs/metax-flash-attention.md @@ -28,60 +28,8 @@ With `FLASH_ATTN_2_CUDA_SO` set, the test also checks the installed extension. The three recognized signatures and missing/unknown/ambiguous negative cases are covered by fixtures. Older-wheel execution was not available for testing. -The current-bool variant was built and executed on a C500 slice with MACA -3.5.3.20, torch 2.8.0+metax3.5.3.9 and flash-attn 2.6.3+metax3.5.3.9torch2.8. -Prefill and Decode each passed six FP16/BF16 cases against an explicit FP32 -attention reference. Cases include GQA, head dimensions 64/128, noncontiguous -physical page mappings, history KV and causal masks. End-to-end Qwen3-0.6B/4B -also ran with the matching InfiniLM cache/chunk/graph integration candidate. -These are correctness checks, not a new attention-kernel performance claim. - -## Practical benefit and backend-selection experiment - -The direct before/after result of this fix is availability: with the affected -wheel, the old declaration produces an undefined-symbol error when importing -InfiniCore; the matching declaration allows import, Prefill and Decode to run. -There is no meaningful latency ratio against a backend that could not load. - -A separate archived experiment shows why restoring access to the existing -vendor implementation matters. Both arms used the **same ABI-compatible -prototype library**, switching only `attn_backend` between `paged-attn` and -`flash-attn`. This measures backend selection, not the speed of ABI detection -or a new kernel supplied by this PR. - -Conditions: C500 50% compute / 32,000 MiB slice, six CPU cores; MACA 3.5.3.20, -driver 3.8.30 and the torch/Flash Attention versions above. Qwen3-0.6B and -Qwen3-4B, BF16 model/KV, TP1/PP1, eager, 32 paged KV blocks of 256 tokens, -prefix reuse off, chunking off. Each request has 2,048 input and 16 generated -tokens, greedy with EOS ignored for timing. Two measurements after warmup -per backend/model. TTFT is their mean; ITL is the mean of each request's -median token interval. All eight measured outputs match the HF eager -reference and the corresponding other-backend outputs. - -| Model | Native TTFT ms | Vendor TTFT ms | TTFT reduction | Native ITL ms | Vendor ITL ms | ITL reduction | -|---|---:|---:|---:|---:|---:|---:| -| Qwen3-0.6B | 472.52 | 78.80 | 83.32% | 17.13 | 6.88 | 59.85% | -| Qwen3-4B | 1,212.21 | 212.09 | 82.50% | 26.00 | 12.87 | 50.50% | - -Per-request output rates, including Prefill, were 21.93 -> 87.92 token/s -and 9.99 -> 39.46 token/s respectively. These are finite single-request -windows, not sustained service throughput. Two samples on a shared slice -do not establish statistical significance or support all model families. -The tested backend still uses InfiniLM's scheduling and KV ownership; -selecting vendor attention does not replace the framework's cache manager. - -[Sanitized per-request measurements](validation/metax-backend-performance.json) -include original artifact hashes and the loaded binary hashes, verifying -that both arms used the same compatibility build. This experiment preceded -the final generalized signature resolver; the final resolver separately -passed six Prefill and six Decode operator cases plus the integrated model -checks. NVIDIA and other device adapters are unchanged. - -The portable ABI fixture command above and the installed-library check are -the focused reproduction entrypoints for this PR. The two-sample backend -table documents the practical motivation; it is not a claim that the final -resolver was itself performance-benchmarked against the failed import. - -[Results screenshot](validation/test-results.png): browser capture of the -audited saved-results report, not a new GPU run. The linked CPU CI result -does not replace MetaX hardware validation or upstream required checks. +The current-bool variant passed C500 FP16/BF16 Prefill and Decode reference +checks. Older-wheel execution was not available. Hardware conditions, model +results and archived backend comparisons are in +[PR #1558](https://github.com/InfiniTensor/InfiniCore/pull/1558). The fix restores +loading of affected wheels; it does not introduce a faster attention kernel. diff --git a/docs/validation/metax-backend-performance.json b/docs/validation/metax-backend-performance.json deleted file mode 100644 index 9dd198464..000000000 --- a/docs/validation/metax-backend-performance.json +++ /dev/null @@ -1,118 +0,0 @@ -{ - "date": "2026-09-16", - "scope": "Archived backend-selection experiment using the same ABI-compatible prototype library in both arms; not before/after timings of the ABI patch, and not a new kernel implementation.", - "rows": [ - { - "model": "Qwen3-0.6B", - "backend": "paged-attn", - "source": { - "artifact": "c500-paged-attention/vendor-model-validation/native-06b-c0.json", - "sha256": "ac1914ddf3680fdb6e0793ec55c083fd28b7d371cdf457246f33c28e8dfa0259" - }, - "library_sha256": { - "_infinicore.cpython-310-x86_64-linux-gnu.so": "7f11ac949f68b6aef335f66601993474dfa3a03040fb95c8cd8604134394c5ee", - "_infinilm.cpython-310-x86_64-linux-gnu.so": 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