1. 20 Mar, 2025 1 commit
    • Lei Wang's avatar
      [Refactor] Phaseout LLVM Dependency by Making it Optional (#247) · f2e99180
      Lei Wang authored
      * remove llvm build
      
      * [Refactor] Update kernel compilation and profiling in examples
      
      - Replaced `tilelang.lower` with `tilelang.compile` in multiple example scripts to streamline kernel compilation.
      - Updated profiling calls to utilize the new `get_profiler` method, enhancing performance measurement consistency.
      - Adjusted assertions and benchmarking methods to align with the new profiling structure across various examples, ensuring correctness and clarity in performance evaluations.
      
      * lint fix
      
      * License Update
      
      * [Refactor] Improve code formatting and documentation in CUDA header and HIP runtime files
      
      - Adjusted formatting in `cuda.h` for better readability, including alignment of comments and struct fields.
      - Cleaned up whitespace and improved comment clarity in `rt_mod_hip.cc` to enhance code maintainability.
      
      * [Refactor] Enhance formatting and clarity in CUDA header and HIP runtime files
      
      - Improved comment alignment and readability in `cuda.h`.
      - Cleaned up whitespace and formatting in `rt_mod_hip.cc` to enhance maintainability.
      
      * lint fix
      
      * lint fix
      
      * lint fix
      
      * lint fix
      
      * fix
      
      * License update
      
      * [Enhancement] Update JITKernel to use artifact for kernel source
      
      - Assigned the generated artifact to `self.artifact` for better management.
      - Updated kernel source references to use `artifact.kernel_source` for consistency in execution backend handling.
      
      * lint fix
      
      * Add @tilelang.testing.requires_llvm decorator to vectorization tests
      
      * Enhance setup.py and env.py for library management
      
      - Added functionality to remove original files after copying in CMakeBuild.
      - Updated TVM_LIBRARY_PATH in env.py to include the PyPI build library path for better integration.
      
      * Refactor TVM_LIBRARY_PATH assignment for improved readability in env.py
      
      * Refactor CMakeBuild file handling in setup.py
      
      - Added a check to ensure the target library directory exists before copying .so files.
      - Improved the logic for creating the target directory and copying files to enhance robustness.
      
      * bugfix
      
      * Rename BuildTLDebug to BuildTileLangCUDAWithoutCompile and update registration. Add @tilelang.testing.requires_llvm decorator to multiple tests for LLVM requirement.
      
      * lint fix
      
      * Enhance TileLang code generation by adding support for device code generation without compilation. Updated `host_codegen` and `device_codegen` functions to include new transformations and registration for `tilelang_hip_without_compile`. Refactored JIT kernel adapters to accommodate host and device modules, improving overall integration and flexibility.
      
      * lint fix
      
      * Add support for C target in device code generation
      
      - Updated `device_codegen_without_compile` to include handling for the C target by registering the `tilelang_cpp` function.
      
      * [Enhancement] Implement auto-clear cache feature based on environment variable
      
      * Added TILELANG_CLEAR_CACHE environment variable to control cache clearing.
      * Updated CI workflow to set TILELANG_CLEAR_CACHE during testing.
      * Modified cache initialization to clear cache if TILELANG_CLEAR_CACHE is set to true.
      
      * [Refactor] Update kernel invocation and import paths in tests and cache
      
      * Changed kernel invocation in `test_tilelang_kernel_dequantize_gemm.py` to return the result.
      * Updated import statements in `test_tilelang_kernel_int4_gemm_mma.py` to use `bitblas` instead of `tilelang`.
      * Refactored paths for artifact and parameters in `kernel_cache.py` for better maintainability.
      
      * [Refactor] Clean up whitespace and improve code formatting in kernel_cache.py
      
      * Removed unnecessary blank lines and adjusted spacing for better readability in the KernelCache class.
      * Enhanced overall code formatting to align with project standards.
      
      * [Enhancement] Add bfloat16 test case and improve kernel caching logic
      
      * Introduced a new test case for bfloat16 matrix multiplication in `test_tilelang_kernel_gemm_mma_intrinsic.py`.
      * Updated `KernelCache` to handle multiple kernel source files and improve error handling during saving and loading.
      * Refactored `JITKernel` to support instantiation from a database, enhancing flexibility in kernel management.
      * Adjusted `CtypesKernelAdapter` and `CythonKernelAdapter` to utilize the new kernel loading mechanism from the database.
      * Improved code formatting and readability across several files.
      
      * lint fix
      
      * Update bfloat16 matrix multiplication test case to use larger dimensions for improved coverage
      f2e99180
  2. 22 Feb, 2025 1 commit
    • Lei Wang's avatar
      [Wheel] Provide a bare docker scripts to help build wheels for manylinux (#105) · b4bd2a56
      Lei Wang authored
      * [Build] Improve build configuration and package distribution support
      
      - Add `build` to requirements-build.txt for package building
      - Update MANIFEST.in to include Cython wrapper source file
      - Enhance setup.py to improve Cython file copying logic
      - Update build scripts to support multi-Python version distribution
      
      * [Build] Improve Cython file handling in setup.py and MANIFEST.in
      
      - Remove Cython wrapper from MANIFEST.in
      - Enhance setup.py to create target directory if it doesn't exist when copying Cython files
      - Improve file copying logic for Cython source files during build process
      
      * [Build] Remove Cython file copying logic in setup.py
      
      - Comment out Cython file copying code in TileLangBuilPydCommand
      - Simplify setup.py build process by removing redundant Cython file handling
      
      * [Build] Enhance Docker distribution scripts for multi-Python version support
      
      - Refactor local and PyPI distribution Docker scripts
      - Replace hardcoded Python installation with Miniconda-based multi-version Python environment
      - Improve Docker image setup with dynamic Python version creation
      - Simplify build process by using Miniconda for Python environment management
      
      * [Build] Separate lint requirements into a dedicated file
      
      - Create new requirements-lint.txt for formatting and linting tools
      - Update format.sh to use requirements-lint.txt instead of requirements-dev.txt
      - Update requirements-dev.txt and requirements-test.txt to reference requirements-lint.txt
      - Improve dependency management by isolating lint-specific requirements
      
      * [Build] Restore Cython file copying logic in setup.py
      
      - Re-add Cython file copying mechanism in TileLangBuilPydCommand
      - Implement robust file search across multiple potential directories
      - Add warning for cases where Cython source files cannot be found
      - Improve build process reliability for Cython source files
      
      * [Build] Refactor Cython file copying logic in setup.py
      
      - Simplify Cython file copying mechanism in TileLangBuilPydCommand
      - Improve directory creation and file copying for Cython source files
      - Relocate potential directories list to a more logical position
      - Enhance robustness of file and directory handling during build process
      
      * [Build] Refine Cython file copying logic in setup.py
      
      - Improve file existence check when copying Cython source files
      - Use os.path.join to construct full path for more robust file checking
      - Enhance file copying mechanism in TileLangBuilPydCommand
      b4bd2a56
  3. 24 Jan, 2025 1 commit