laya: pre-resolve native execution resources and kernel handles

[Levius-Fubuki]

Purpose

Resolve encoder/decision weights, rotary tables and native entry points at load time, then bind workspace pointers into fixed host argument arrays. Preserve optimized/original RoPE, full/local attention, specialized B1/B4 L512 wrappers, zero-buffer widths and launch order. Missing specialized wrappers only reject shapes that need them.

Stack 1/4, based on main after #90. The older #49 implementation is no longer its integration prerequisite.

Test Plan

Published head: 6043294de5c98d88c999388d0d673764e8d90dfa
Validated source revision: 5833efab791f9f53669690c96e6ad90fa6b2f5a3 (source-identical tree; the published head adds only an empty CI-trigger commit)
Incremental baseline: 7f39ac40902c374803992407bb26eeba29c8a588
Current-main baseline: 7f39ac40902c374803992407bb26eeba29c8a588

cargo fmt --all --check
cargo clippy --workspace --locked --all-targets --offline --features omni-laya/serve -- -D warnings
cargo test --workspace --locked --offline --features omni-laya/serve
cargo build --workspace --release --locked --offline --features omni-laya/serve

Review incremental and cumulative diffs. Existing history is preserved: the previous PR head remains an ancestor. Current full-request processing/heads/HTTP/runtime integration replaces obsolete encoder-only modules.

Test Result

All four checks passed on the exact individual validated source revision above. The published head has the same tree, confirmed with Git; its current-head CI is checked separately. 83 passed, 0 failed, 10 ignored. Ignored checkpoint/GPU tests remain unverified. Incremental git diff --check passed. The PR remains core source only; external fixtures/logs/evidence are retained locally.

External mock ABI matched all 242 kernel launches and argument pointers against literal current-main encode() across 20 combinations (B1/2/4/8/16, L16/512, original/optimized RoPE). Sparse-wrapper compatibility and resolved-handle lifetime/missing/invalid dispatch checks passed.

Fresh generic CUDA validation passed using exact #73 backend source 231cf358770e1464efbbce86ec6ce47cb5746056 on RTX 4090 (sm89), driver 580.105.08, nvcc 13.0.88 and Rust 1.99.0. An external init-only sm89 bootstrap and scalar-add kernel exercised production resource/copy/capture/replay/free operations. The production Hopper gate was preserved. #71 resolved dispatch matches tested methods byte-for-byte; #72 group copy matches outside the later capture guard; #74 backend source equals #73. Two setup attempts stopped before GPU work because Python was missing from PATH; corrected PATH passed with unchanged source/assertions.

Validation limit: This is generic host/backend FFI evidence, not Laya support on RTX 4090. Full optimized Laya eager/Graph/scorer/action-head/HTTP numerical parity and performance were not rerun on Hopper after this port. No new Laya accuracy or speedup claim is made. The earlier 2026-10-04 H800 encoder-stack comparison remains historical.

Numerical CUDA/TileLang/RoPE implementation, operator export/build sources, weights/conversion, preprocessing, padding, decoding, executor/serving and Cargo metadata match current main. Only host execution/resources/cache and scoped C capture cleanup change.

Self-review

Incremental and cumulative diffs were reviewed against current architecture/runtime contracts, supported inputs, precision, pointer/drop lifetimes, failure paths and claims. Local review found no remaining actionable defect in this host scope. Fresh full-Hopper validation remains unverified; contributor and maintainer review are separate from this assistance.

Demo / evidence

Raw current-source workspace, CPU trace/copy/capture/cache fixture logs, exact source/ancestry hashes and real-driver output are retained under artifacts/all-pr-followups-20261005/laya/, outside this core-code diff. The deliberately caught panic in the driver log is an expected cleanup test; the suite exit code is zero. No video or measured speedup is claimed. Current-head GitHub Rust, benchmark and docs CI all passed; deploy skipped. CI run.

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