2 Commits
Author SHA1 Message Date
西风逍遥游 31880f0021 feat(examples): gate examples in CI and make repository scripts UTF-8 on every host
`examples/<name>/` was a tested surface in name only. The source-quality job had
no examples check at all, and scripts/smoke_examples.sh accepted any process that
had not printed one of its error markers: a project that died during startup,
exited after a single frame, or crashed without a marker was reported as PASS.
Nothing stopped a malformed or unregistered example from reaching dev, which is
how 14 examples arrived without READMEs and 20 were never registered in the
overview table.

Source side
- scripts/check_examples.py classifies every directory under examples/ as either
  runnable (main.nut plus a config.nut that assigns the engine `config` table) or
  as a reviewed non-runnable sample listed in NON_RUNNABLE_EXAMPLES with a
  reason. Both kinds must own a README.md and appear in examples/README.md.
  Stale exemptions and overview links to missing directories fail as well.
- `make check/examples` and a new source-quality CI step run the gate.
- scripts/tests/test_check_examples.py covers it and pins each failure mode
  against fixtures.

Runtime side
- scripts/smoke_examples.sh now enforces liveness, not just marker absence: every
  runnable example must still be running after MIN_RUN_SECONDS (default 2s; CI
  passes 2s), and a process that dies inside that window fails whatever its exit
  code. A clean self-exit after the window passes with an explicit note instead
  of being silently accepted as a pass.
- The Linux CI step sets MIN_RUN_SECONDS=2 and keeps RUN_SECONDS=6, so the job's
  wall clock is unchanged (13.7 min of its 20 min budget on dev).

Windows / GBK
- scripts/utf8_stdio.py re-encodes stdout/stderr as UTF-8 and every scripts/*.py
  program calls it as the first statement of its __main__ block. On a Chinese
  Windows a redirected stream falls back to the ANSI code page (cp936), and
  printing a character that code page cannot encode (arrows, superscripts, bullet
  separators, emoji - all common in this repository) raised UnicodeEncodeError
  and turned a checker into a traceback.
- The mirror image is input: read_text() without encoding= decoded UTF-8
  repository text as cp936 and raised UnicodeDecodeError.
- scripts/tests/test_utf8_stdio.py enforces both conventions for every script and
  test module; text file I/O and child-process decoding now pass encoding="utf-8"
  explicitly.
- Unit-test invocations run with `python3 -X utf8` so the runner's own output
  never follows the host code page.

Violations the new gates found on top of dev, fixed here: 14 examples shipped
without a README (fluid3d, mesh-impact-lab, mesh-modifier-lab, spline-tube-lab on
the earlier dev tip, plus pcg-depth-of-field, pcg-detail-overwrite,
pcg-layer-culling, pcg-location-system, pcg-runtime-orchestration,
pcg-scene-player-culling, pcg-snow-wind, pcg-thunder-strike, pcg-ui-scaler and
pcg-underwater added by #397), 20 were missing from the overview table (those 14
plus archspace-editor, geometry-stroke-lab, interior-mapping, layered-animation,
triplanar-decal, terrain-stamping), and scripts/export_meshret_onnx.py had no
UTF-8 stdio guard.

Verified locally: `python -m ruff check scripts` (All checks passed);
scripts/check_test_manifest.py; scripts/check_quality_metadata.py;
scripts/check_architecture_contracts.py --base HEAD; scripts/check_nodiscard.py;
`make -n check/examples`; scripts/check_examples.py (125 examples: 118 runnable,
7 reviewed non-runnable); and `python -X utf8 -m unittest discover -s scripts/tests
-p "test_*.py"` (155 tests, OK). The runtime half of the contract needs a Linux
headless build, so it is verified by the CI examples smoke step rather than
locally.
2026-09-15 20:20:23 +08:00
西风逍遥游 cff9bb4d0c tensor: AITemplate-style compile pipeline, gpgpu Sequence, mini-LLM demo and weight-only quantization
Refactor the tensor module around AITemplate-style static compilation:

- Optimizer: DCE, constant folding, elementwise chain fusion, matmul/conv
  bias+activation epilogue fusion, liveness-based static memory planning,
  topological group execution order.
- KernelGen: shape-baked GLSL per fused group; two-pass softmax/layernorm;
  shared-memory SDPA; naive + 16x16 tiled matmul templates.
- GpuBackend: arena buffer allocation per memory plan, matmul autotuning,
  single command-buffer submission via the new gpgpu::Sequence (uploads,
  dispatches and downloads recorded once per run, Kompute-style).
- shaderc in-process GLSL->SPIR-V on Windows (no glslc.exe dependency),
  with glslc spawn fallback.
- CPU reference kernels shared by eager and the compiled interpreter;
  no-Vulkan fallback keeps compiled graphs runnable headless.

Neural-network coverage: softmax/logsoftmax, layernorm/rmsnorm (with
weight/bias), gelu/silu, conv1d/conv2d, pool, embedding, concat/slice,
axis reduces, argmax, cast, fused SDPA (+masked), resize2d, batched
matmul, seeded random.

Weight-only quantization (activations stay fp32):
- fp16 (IEEE half), fp8 (e4m3), fp4 (e2m1), int8, int4 with per-group
  block scales (MXFP-style: scale = maxAbs / format max magnitude).
- Quantized weights capture into graph Const nodes; CPU interpreter
  dequantizes at materialization; GPU matmul/embedding kernels dequantize
  inline from packed uint buffers (naive matmul variant).
- TF::quantizeWeight API + script binding.

Mini-LLM validation (TinyStories-gpt2-3M, 8 layers d=64):
- test/tensor_llm.cpp builds the full GPT-2 graph from engine ops and
  matches numpy reference: probs within 3e-7, greedy generation 24/24
  identical (~100 ms/token CPU), compiled path exact.
- tensor.llm.quantizedDtypes: fp16/int8/fp8/int4 all keep 16/16 greedy
  top-1 (fp4 16/16 with proper block scaling), weights 27.6 MB -> 3.3-13 MB.
- scripts/export_tiny_gpt2.py converts a PyTorch .bin checkpoint (no torch
  dependency) plus GPT-2 tokenizer into engine assets + numpy reference.

Tests: gpgpu 8/8, tensor 31/31 (original suite) + tensor.llm.* + tensor.quant.*
Assets in test/assets/mini_llm are gitignored (regenerate via the script).
2026-08-18 17:42:38 +08:00