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BREAKING CHANGE: legacy InfiniCore runtime and inference APIs are removed in favor of InfiniRT, InfiniOps, and the migrated InfiniLM runtime.
Carry segmented P2P graph replay, graph-aware tensor initializers, runtime compatibility helpers, and long-context chunking into the InfiniLM-owned runtime. Preserve the stronger migrated graph ownership, cancellation, and allocation lease semantics while reconciling current InfiniLM attention behavior.
…ention feat(cambricon): enable tensor-parallel flash attention
* feat(iluvatar): enable modern Infini stack * feat(iluvatar): enable canonical attention adapters * feat(iluvatar): enable flash attention backend * fix(iluvatar): address review feedback * fix(model-loading): mmap zip-format pytorch checkpoints * fix(bench): reuse paged cache during warmup
Register Hygon with the canonical InfiniOps bridge, greedy sampling, RoPE cache, and FlashAttention adapters. Extend the integration builder with Hygon architecture and RCCL wiring. Keep the platform-specific InfiniOps operator selection outside the repository and require it through --operator-config, matching the Iluvatar workflow.
* perf(runtime): make stream access constant time * perf(mlp): consume packed gate-up output * perf(ops): cache default infiniops implementation * perf(paged): reuse decode metadata buffers * perf(cache): skip unused paged cache scale upload * perf(graph): avoid eager output snapshots * perf(inference): optimize reviewed execution paths * perf(speculative): reuse graphs for token verification * perf(paged): capture ChatGLM short decode graph * test(runtime): cover optimized inference paths * style: format optimized inference paths * refactor(graph): centralize reviewed profile checks
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Summary
Motivation
Closes #
Type of Change
feat— new feature / new modelfix— bug fixperf— performance improvement (no behavioral change)refactor— code restructuring without behavior changetest— adding or fixing tests onlydocs— documentation onlybuild/ci— build system or CI configurationchore— tooling, formatting, or other non-code changesTest Results of Involved Models on Supported Platforms (Please attach screenshots)
Benchmark / Performance Impact
Notes for Reviewers
CI / ChatOps
Checklist
Title, Branch, and Commits
feat(nvidia): …,fix(cuda/gemm): …).<type>/xxx-yyyy-zzzzwhere<type>matches the PR title's Conventional Commits type and words are joined with hyphens (seeCONTRIBUTING.md§Branches).CONTRIBUTING.md§Pull Requests).main— the branch is rebased cleanly on top of the currentmain.fixup!/squash!/wipcommits remain.Scope and Design
CONTRIBUTING.md§Code/General).printf/std::cout/print(...)left behind, orTODOwithout an owner and issue link.General Code Hygiene (applies to all languages)
CONTRIBUTING.md§Code/General).CONTRIBUTING.md§Code/General).the `seqlens_k` tensor) (CONTRIBUTING.md§Code/General).CONTRIBUTING.md§Code/General).CONTRIBUTING.md§Code/General; §Python).C++ Specific (if C++ files changed)
CONTRIBUTING.md§C++).CONTRIBUTING.md§C++).new/delete; RAII / smart pointers / existing allocators are used.scripts/format.py.csrc/models/llama_legacy/.Python Specific (if Python files changed)
CONTRIBUTING.md§Python).CONTRIBUTING.md§Python).scripts/format.py.python/infinilm/auto_config.py.Testing
examples/test_infer.py), or specify the reason for skipping.examples/bench.py), or specify the reason for skipping.test/bench/test_benchmark.py), or specify the reason for skipping.python/infinilm/server/inference_server.py+scripts/test_perf.py), or specify the reason for skipping.Build, CI, and Tooling
/retestwas requested.Documentation
README.md,CONTRIBUTING.md, or inline docs updated when behavior, build flags, or developer workflow changed.!orBREAKING CHANGE:footer.Security and Safety