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  1. 19 Feb, 2025 1 commit
    • Lei Wang's avatar
      [Bugfix] Put `InjectPtxAsyncCopy` Pass behind `ThreadSync` Pass (#97) · 7cd6b3cd
      Lei Wang authored
      * bump version into v0.1.0
      
      * [Enhancement] Add custom develop command for editable installs and update .gitignore
      
      * [Documentation] Update README to include system dependencies installation instructions
      
      * [Build] Update setup.py to support library file copying for both release and develop modes
      
      * [Build] Refactor library file copying logic in setup.py
      
      * [Documentation] Remove unnecessary install section header in Installation.md
      
      * [Build] Add tox configuration and local distribution script for multi-Python version support
      
      * [Build] Improve git submodule update function with better error handling
      
      * [Build] Update LLVM configuration path in ROCm installation script
      
      * [Build] Add .tox/ to .gitignore for tox testing environment
      
      * [Build] Add support for TVM prebuild path configuration in CMakeLists.txt
      
      * [Cleanup] Remove unused TVM runtime error codes header
      
      * [Cleanup] Fix TVM grid constant type reference in CUDA module
      
      * [Cleanup] Remove unused customized_code function from IR module
      
      * [Feature] Add TileLang thread synchronization and storage access analysis passes
      
      * [Build] Reorder DLL search path directories for more flexible library loading
      
      * [Refactor] Improve thread synchronization and library path handling
      
      - Rename ThreadSync and TileLangThreadSync functions in C++ code
      - Update Python docstring for ThreadSync with more detailed description
      - Reorder library path detection in tilelang environment setup
      - Minor comment and code cleanup in CUDA and warp specialization modules
      
      * [Refactor] Improve thread synchronization code style and formatting
      
      - Standardize pointer type spacing in storage_access.h and storage_access.cc
      - Update whitespace and indentation in thread_storage_sync.cc
      - Reorder include statements in thread_partial_sync.cc
      - Minor code formatting improvements across thread synchronization files
      
      * [Refactor] Fix global function registration for ThreadSync
      
      - Correct global function registration to use ThreadSync instead of TileLangThreadSync
      - Update TVM global registration to match recent refactoring efforts
      
      * [Refactor] Simplify ThreadSync global function registration
      
      - Remove unnecessary whitespace in global function registration
      - Compact the TVM global registration line for ThreadSync
      
      * [Feature] Add WebGPU code generation support in TileLang
      
      - Implement WebGPU code generator (codegen_webgpu.cc and codegen_webgpu.h)
      - Add WebGPU target support in lower.py and target.py
      - Update CMakeLists.txt to include WebGPU codegen source files
      - Introduce WebGPU-specific code generation for WGSL shader language
      
      * [Refactor] Improve WebGPU code generation formatting and readability
      
      - Enhance code formatting in codegen_webgpu.cc and codegen_webgpu.h
      - Standardize pointer type spacing and indentation
      - Improve line breaks and reduce line length for better readability
      - Minor code style improvements in WebGPU code generation
      
      * [Test] Add WebGPU matrix multiplication code generation test
      
      - Implement test_webgpu_codegen.py for WebGPU matrix multiplication
      - Add assert_gemm_codegen function to validate WebGPU code generation
      - Include basic matrix multiplication kernel test case
      
      * Update README with WebGPU codegen support announcement
      
      * Support multi version pypi package build via tox
      
      * Add support for CPU device backend with C code generation
      
      - Introduce `is_cpu_device_backend` function to detect CPU backend with C code generation
      - Modify `lower` function to handle special case of CPU device backend
      - Update host and device call filtering for CPU backend
      - Add conditional source code generation for C host target
      - Extend JITKernel to support optional target_host parameter
      
      * lint fix
      
      * Enhance JIT kernel adapters with CTypes and Torch C++ backends
      
      - Add CtypesKernelAdapter with dynamic library generation and kernel wrapping
      - Implement TorchCPPKernelAdapter for CUDA kernel compilation
      - Refactor BaseKernelAdapter to support more flexible initialization
      - Improve error handling and argument processing in kernel adapters
      - Update adapter initialization to support various execution backends
      
      * Refactor and clean up code style in JIT CTypes adapter modules
      
      - Apply consistent code formatting and whitespace in CTypes adapter files
      - Remove unused imports and improve import organization
      - Enhance readability of code in adapter, libgen, and wrapper modules
      - Add missing whitespace and improve line breaks
      - Minor linting and code style improvements across CTypes adapter files
      
      * Add test for TileLang JIT GEMM with CTypes backend
      
      - Implement comprehensive test for matrix multiplication using CTypes execution backend
      - Create test functions for GEMM with float16 data type
      - Add kernel source verification with custom callback
      - Implement reference implementation using PyTorch for result validation
      - Support various matrix multiplication configurations (transposition, block sizes)
      
      * test fix
      
      * Update TileLang JIT callback registration with override parameter
      
      - Modify tilelang_callback_cuda_postproc to use @tvm.register_func(override=True)
      - Ensure proper function registration with ability to replace existing implementations
      
      * Reorder TileLang lowering passes for Hopper intrinsics and PTX async copy
      
      - Adjust the order of LowerHopperIntrin and InjectPTXAsyncCopy passes
      - Move these passes to ensure correct synchronization and device preparation
      
      * Rebase main
      
      * shared.dyn
      
      * lint fix
      
      * test fix
      
      * Add environment variable handling for TileLang template and CUTLASS paths
      
      - Introduce fallback logic for TL_TEMPLATE_PATH environment variable
      - Add support for optional TL_CUTLASS_PATH configuration
      - Include TODO comment for future environment variable renaming
      7cd6b3cd