diff --git a/.agents/resume b/.agents/resume index d41928e..a4ba655 100755 --- a/.agents/resume +++ b/.agents/resume @@ -7,6 +7,7 @@ command -v cmake >/dev/null command -v clang-20 >/dev/null command -v clang++-20 >/dev/null command -v clang-tidy-20 >/dev/null +command -v doxygen >/dev/null command -v run-clang-tidy-20.py >/dev/null command -v uv >/dev/null test -f "$llvm_root/lib/cmake/mlir/MLIRConfig.cmake" diff --git a/.agents/setup b/.agents/setup index 8b199e5..6543aea 100755 --- a/.agents/setup +++ b/.agents/setup @@ -24,6 +24,7 @@ install_system_dependencies() { clang-tidy-20 cmake curl + doxygen gnupg libmlir-20-dev llvm-20-dev diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 7425310..1bd1be2 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -29,6 +29,7 @@ jobs: clang-${LLVM_VERSION} \ clang-format-${LLVM_VERSION} \ clang-tidy-${LLVM_VERSION} \ + doxygen \ llvm-${LLVM_VERSION}-dev \ libmlir-${LLVM_VERSION}-dev \ mlir-${LLVM_VERSION}-tools @@ -36,7 +37,7 @@ jobs: - uses: astral-sh/setup-uv@v4 - name: Install Python dependencies - run: uv sync + run: uv sync --group docs - name: Configure run: | @@ -45,7 +46,8 @@ jobs: -DCMAKE_C_COMPILER=clang-${LLVM_VERSION} \ -DCMAKE_CXX_COMPILER=clang++-${LLVM_VERSION} \ -DMLIR_DIR=/usr/lib/llvm-${LLVM_VERSION}/lib/cmake/mlir \ - -DLLVM_DIR=/usr/lib/llvm-${LLVM_VERSION}/lib/cmake/llvm + -DLLVM_DIR=/usr/lib/llvm-${LLVM_VERSION}/lib/cmake/llvm \ + -DWARPFORTH_ENABLE_DOCS=ON - name: Build run: cmake --build build @@ -53,6 +55,9 @@ jobs: - name: Test run: cmake --build build --target check-warpforth + - name: Build documentation + run: cmake --build build --target docs-warpforth + - name: Check C++ with clang-tidy run: cmake --build build --target check-clang-tidy diff --git a/.gitignore b/.gitignore index 567609b..9bd80f2 100644 --- a/.gitignore +++ b/.gitignore @@ -1 +1,2 @@ build/ +build-*/ diff --git a/CMakeLists.txt b/CMakeLists.txt index d1c1f63..14df632 100644 --- a/CMakeLists.txt +++ b/CMakeLists.txt @@ -34,6 +34,11 @@ add_subdirectory(include) add_subdirectory(lib) add_subdirectory(tools) +option(WARPFORTH_ENABLE_DOCS "Build WarpForth documentation" OFF) +if(WARPFORTH_ENABLE_DOCS) + add_subdirectory(docs) +endif() + # Add clang-tidy target after the TableGen targets it depends on are defined. find_program(CLANG_TIDY_EXECUTABLE NAMES clang-tidy-${LLVM_VERSION_MAJOR} clang-tidy diff --git a/README.md b/README.md index 63541a5..0c97ed5 100644 --- a/README.md +++ b/README.md @@ -117,7 +117,7 @@ WarpForth compiles Forth through a series of MLIR dialect lowerings, each replac ## Demo -The `demo/` directory contains a GPT-2 text generation demo that routes scaled dot-product attention through a WarpForth-compiled kernel. See [demo/README.md](demo/README.md) for setup instructions. +The `demo/` directory contains a GPT-2 text generation demo that routes scaled dot-product attention through a WarpForth-compiled kernel. See [docs/demo.md](docs/demo.md) for setup instructions. ## Testing diff --git a/demo/README.md b/demo/README.md deleted file mode 100644 index f1a7224..0000000 --- a/demo/README.md +++ /dev/null @@ -1,56 +0,0 @@ -# GPT-2 Demo - -Text generation with GPT-2-124M using a WarpForth-compiled attention kernel. The stock Hugging Face model is loaded normally, then `eager_attention_forward` is monkey-patched to route scaled dot-product attention through a WarpForth kernel compiled to PTX. PyCUDA shares PyTorch's CUDA context via `autoprimaryctx`, so device pointers pass directly between the two — no copies, no CPU roundtrips. - -## Prerequisites - -- WarpForth built locally (`cmake --build build`) -- A Vast.ai GPU instance with a PyTorch image (e.g. `pytorch/pytorch:2.6.0-cuda12.6-cudnn9-runtime`) - -## Step 1: Compile the Kernel (Local) - -```bash -./build/bin/warpforthc demo/attention.forth > demo/attention.ptx -``` - -A pre-compiled `attention.ptx` is included in this directory. - -## Step 2: Upload to GPU Instance - -```bash -scp -r demo/ root@HOST:/workspace -``` - -## Step 3: Install Dependencies (Remote) - -```bash -pip install pycuda transformers -``` - -## Step 4: Generate Text (Remote) - -```bash -python /workspace/demo/gpt2_generate.py --ptx /workspace/demo/attention.ptx --prompt "The meaning of life is" -``` - -| Flag | Default | Description | -|------|---------|-------------| -| `--ptx` | (required) | Path to compiled `attention.ptx` | -| `--prompt` | `"The meaning of life is"` | Input text prompt | -| `--max-tokens` | `100` | Maximum new tokens to generate | - -## Limitations - -- **Batch size 1** — the kernel processes one sequence at a time -- **No KV cache** — all positions are recomputed each step (`use_cache=False`) -- **Max sequence length 1024** — limited by shared memory allocation -- **12 kernel launches per layer** — one per attention head - -## Files - -| File | Description | -|------|-------------| -| `attention.forth` | Attention kernel source (f32 global, f64 shared) | -| `attention.ptx` | Pre-compiled PTX | -| `warpforth.py` | PyCUDA wrapper for loading and launching the kernel | -| `gpt2_generate.py` | Loads GPT-2, patches attention, generates text | diff --git a/docs/CMakeLists.txt b/docs/CMakeLists.txt new file mode 100644 index 0000000..5575d37 --- /dev/null +++ b/docs/CMakeLists.txt @@ -0,0 +1,67 @@ +find_program(SPHINX_EXECUTABLE + NAMES sphinx-build + HINTS ${PROJECT_SOURCE_DIR}/.venv/bin + REQUIRED) +find_package(Doxygen REQUIRED) + +set(WARPFORTH_DOC_SOURCE_DIR ${CMAKE_CURRENT_BINARY_DIR}/source) +set(WARPFORTH_DOC_HTML_DIR ${CMAKE_CURRENT_BINARY_DIR}/html) +set(WARPFORTH_DIALECT_DOC + ${PROJECT_BINARY_DIR}/include/warpforth/Dialect/Forth/ForthDialect.md) +set(WARPFORTH_STAGED_DIALECT_DOC + ${WARPFORTH_DOC_SOURCE_DIR}/ForthDialect.md) + +file(MAKE_DIRECTORY ${WARPFORTH_DOC_SOURCE_DIR}/_templates/sidebar) +configure_file(conf.py ${WARPFORTH_DOC_SOURCE_DIR}/conf.py COPYONLY) +configure_file(index.md ${WARPFORTH_DOC_SOURCE_DIR}/index.md COPYONLY) +configure_file(language.md ${WARPFORTH_DOC_SOURCE_DIR}/language.md COPYONLY) +configure_file(demo.md ${WARPFORTH_DOC_SOURCE_DIR}/demo.md COPYONLY) +configure_file( + _templates/sidebar/navigation.html + ${WARPFORTH_DOC_SOURCE_DIR}/_templates/sidebar/navigation.html + COPYONLY) +configure_file(Doxyfile.in ${CMAKE_CURRENT_BINARY_DIR}/Doxyfile @ONLY) + +add_custom_command( + OUTPUT ${WARPFORTH_STAGED_DIALECT_DOC} + COMMAND ${CMAKE_COMMAND} + -DINPUT=${WARPFORTH_DIALECT_DOC} + -DOUTPUT=${WARPFORTH_STAGED_DIALECT_DOC} + -P ${CMAKE_CURRENT_SOURCE_DIR}/stage-dialect-doc.cmake + DEPENDS + ForthDialectDocGen + ${WARPFORTH_DIALECT_DOC} + ${CMAKE_CURRENT_SOURCE_DIR}/stage-dialect-doc.cmake + COMMENT "Staging generated Forth dialect documentation" + VERBATIM) +add_custom_target(warpforth-doc-sources + DEPENDS ${WARPFORTH_STAGED_DIALECT_DOC}) + +add_custom_target(docs-warpforth-api + COMMAND ${CMAKE_COMMAND} -E make_directory + ${WARPFORTH_DOC_HTML_DIR}/api + COMMAND ${DOXYGEN_EXECUTABLE} ${CMAKE_CURRENT_BINARY_DIR}/Doxyfile + COMMENT "Generating WarpForth C++ API documentation" + VERBATIM) + +add_custom_target(docs-warpforth-html + COMMAND ${SPHINX_EXECUTABLE} + -b html + -a + -W + --keep-going + -d ${CMAKE_CURRENT_BINARY_DIR}/doctrees + ${WARPFORTH_DOC_SOURCE_DIR} + ${WARPFORTH_DOC_HTML_DIR} + DEPENDS + warpforth-doc-sources + docs-warpforth-api + COMMENT "Generating WarpForth HTML documentation" + VERBATIM) + +add_custom_target(docs-warpforth DEPENDS docs-warpforth-html) + +set_property(DIRECTORY APPEND PROPERTY ADDITIONAL_MAKE_CLEAN_FILES + ${WARPFORTH_DOC_SOURCE_DIR} + ${WARPFORTH_DOC_HTML_DIR} + ${CMAKE_CURRENT_BINARY_DIR}/doctrees) diff --git a/docs/Doxyfile.in b/docs/Doxyfile.in new file mode 100644 index 0000000..d50e85f --- /dev/null +++ b/docs/Doxyfile.in @@ -0,0 +1,29 @@ +PROJECT_NAME = "WarpForth" +PROJECT_BRIEF = "C++ API Reference" +OUTPUT_DIRECTORY = "@WARPFORTH_DOC_HTML_DIR@/api" +INPUT = "@PROJECT_SOURCE_DIR@/docs/api.md" \ + "@PROJECT_SOURCE_DIR@/include/warpforth" \ + "@PROJECT_SOURCE_DIR@/lib" \ + "@PROJECT_SOURCE_DIR@/tools" +INCLUDE_PATH = "@PROJECT_SOURCE_DIR@/include" \ + "@PROJECT_BINARY_DIR@/include" +STRIP_FROM_PATH = "@PROJECT_SOURCE_DIR@" +STRIP_FROM_INC_PATH = "@PROJECT_SOURCE_DIR@/include" +USE_MDFILE_AS_MAINPAGE = "@PROJECT_SOURCE_DIR@/docs/api.md" +RECURSIVE = YES +FILE_PATTERNS = *.h *.cpp +EXTRACT_ALL = YES +EXTRACT_PRIVATE = YES +EXTRACT_STATIC = YES +JAVADOC_AUTOBRIEF = YES +QUIET = YES +WARNINGS = NO +GENERATE_HTML = YES +HTML_OUTPUT = . +GENERATE_TREEVIEW = YES +SOURCE_BROWSER = YES +INLINE_SOURCES = YES +REFERENCED_BY_RELATION = YES +REFERENCES_RELATION = YES +GENERATE_LATEX = NO +HAVE_DOT = NO diff --git a/docs/_templates/sidebar/navigation.html b/docs/_templates/sidebar/navigation.html new file mode 100644 index 0000000..68efdc2 --- /dev/null +++ b/docs/_templates/sidebar/navigation.html @@ -0,0 +1,8 @@ +
+ {{ furo_navigation_tree }} + +
diff --git a/docs/api.md b/docs/api.md new file mode 100644 index 0000000..01faed6 --- /dev/null +++ b/docs/api.md @@ -0,0 +1,6 @@ +# WarpForth C++ API + +This reference is generated from all WarpForth C++ headers and implementation files. +It covers the compiler pipeline, conversion passes, translations, dialect implementation, command-line tools, and handwritten internal implementation types. + +Use the **Classes** and **Files** navigation to browse the API, or return to the [WarpForth guide](../index.html). diff --git a/docs/conf.py b/docs/conf.py new file mode 100644 index 0000000..3f4868b --- /dev/null +++ b/docs/conf.py @@ -0,0 +1,18 @@ +project = "WarpForth" +author = "WarpForth contributors" + +extensions = ["myst_parser"] +source_suffix = {".md": "markdown"} +master_doc = "index" +templates_path = ["_templates"] + +myst_heading_anchors = 4 +myst_enable_extensions = ["colon_fence"] + +html_theme = "furo" +html_title = "WarpForth" +html_theme_options = { + "source_repository": "https://github.com/tetsuo-cpp/warpforth/", + "source_branch": "canon", + "source_directory": "docs/", +} diff --git a/docs/demo.md b/docs/demo.md new file mode 100644 index 0000000..99e4195 --- /dev/null +++ b/docs/demo.md @@ -0,0 +1,60 @@ +# GPT-2 demo + +The GPT-2 demo performs text generation with GPT-2-124M using a WarpForth-compiled attention kernel. +It loads the stock Hugging Face model, then patches `eager_attention_forward` to route scaled dot-product attention through a WarpForth kernel compiled to PTX. +PyCUDA shares PyTorch's CUDA context through `autoprimaryctx`, so device pointers pass directly between the two without copies or CPU round trips. + +## Prerequisites + +- WarpForth built locally with `cmake --build build` +- A Vast.ai GPU instance with a PyTorch image such as `pytorch/pytorch:2.6.0-cuda12.6-cudnn9-runtime` + +## Compile the kernel locally + +```bash +./build/bin/warpforthc demo/attention.forth > demo/attention.ptx +``` + +A precompiled `attention.ptx` is included in the `demo` directory. + +## Upload the demo + +```bash +scp -r demo/ root@HOST:/workspace +``` + +## Install remote dependencies + +```bash +pip install pycuda transformers +``` + +## Generate text + +```bash +python /workspace/demo/gpt2_generate.py \ + --ptx /workspace/demo/attention.ptx \ + --prompt "The meaning of life is" +``` + +| Flag | Default | Description | +|---|---|---| +| `--ptx` | required | Path to the compiled `attention.ptx`. | +| `--prompt` | `"The meaning of life is"` | Input text prompt. | +| `--max-tokens` | `100` | Maximum number of new tokens. | + +## Limitations + +- **Batch size 1:** the kernel processes one sequence at a time. +- **No KV cache:** all positions are recomputed at each step with `use_cache=False`. +- **Maximum sequence length 1024:** shared-memory allocation limits the sequence length. +- **12 kernel launches per layer:** one launch is made for each attention head. + +## Files + +| File | Description | +|---|---| +| `attention.forth` | Attention kernel source using f32 global and f64 shared memory. | +| `attention.ptx` | Precompiled PTX. | +| `warpforth.py` | PyCUDA wrapper for loading and launching the kernel. | +| `gpt2_generate.py` | Loads GPT-2, patches attention, and generates text. | diff --git a/docs/index.md b/docs/index.md new file mode 100644 index 0000000..0ed32ad --- /dev/null +++ b/docs/index.md @@ -0,0 +1,15 @@ +# WarpForth + +An MLIR-based Forth compiler for programming GPU kernels. WarpForth defines a custom MLIR dialect for Forth stack operations and lowers through a pipeline of passes to PTX assembly. + +```{toctree} +:maxdepth: 1 +:caption: Documentation +:hidden: +:titlesonly: + +Home +language +demo +ForthDialect +``` diff --git a/docs/stage-dialect-doc.cmake b/docs/stage-dialect-doc.cmake new file mode 100644 index 0000000..f86c797 --- /dev/null +++ b/docs/stage-dialect-doc.cmake @@ -0,0 +1,3 @@ +file(READ "${INPUT}" DIALECT_DOC) +string(REPLACE "\n[TOC]\n" "\n" DIALECT_DOC "${DIALECT_DOC}") +file(WRITE "${OUTPUT}" "${DIALECT_DOC}") diff --git a/include/warpforth/Conversion/Passes.h b/include/warpforth/Conversion/Passes.h index 57cb232..68a9dac 100644 --- a/include/warpforth/Conversion/Passes.h +++ b/include/warpforth/Conversion/Passes.h @@ -24,10 +24,15 @@ struct WarpForthPipelineOptions : public PassPipelineOptions { WarpForthPipelineOptions(); + /// NVVM target chip, such as `sm_70`. PassOptions::Option chip; + /// NVVM target features, such as `+ptx60`. PassOptions::Option features; + /// Path to the CUDA libdevice bitcode library. PassOptions::Option libdevicePath; + /// NVVM target optimization level. PassOptions::Option optLevel; + /// GPU output format: LLVM bitcode, assembly, binary, or fat binary. PassOptions::Option compilationTarget; }; diff --git a/include/warpforth/Dialect/Forth/CMakeLists.txt b/include/warpforth/Dialect/Forth/CMakeLists.txt index fc25f0c..9dadd3d 100644 --- a/include/warpforth/Dialect/Forth/CMakeLists.txt +++ b/include/warpforth/Dialect/Forth/CMakeLists.txt @@ -1,2 +1,5 @@ add_mlir_dialect(ForthOps forth) -add_mlir_doc(ForthDialect ForthDialect Dialects/ -gen-dialect-doc) + +set(LLVM_TARGET_DEFINITIONS ForthOps.td) +mlir_tablegen(ForthDialect.md -gen-dialect-doc) +add_public_tablegen_target(ForthDialectDocGen) diff --git a/pyproject.toml b/pyproject.toml index c3a47e6..f416b7e 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -12,6 +12,11 @@ dependencies = [ [dependency-groups] dev = ["ruff", "pytest-timeout"] +docs = [ + "furo", + "myst-parser", + "sphinx", +] [tool.pytest.ini_options] log_cli = true diff --git a/uv.lock b/uv.lock index 6cf4ae6..f2bb18e 100644 --- a/uv.lock +++ b/uv.lock @@ -3,7 +3,20 @@ revision = 3 requires-python = ">=3.11" 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