Tile Language (tile-lang) is a concise domain-specific language designed to streamline the development of high-performance GPU/CPU kernels (e.g., GEMM, Dequant GEMM, FlashAttention, LinearAttention). By employing a Pythonic syntax with an underlying compiler infrastructure on top of TVM, tile-lang allows developers to focus on productivity without sacrificing the low-level optimizations necessary for state-of-the-art performance.
:::{toctree} :maxdepth: 2 :caption: GET STARTED
get_started/Installation get_started/overview get_started/targets :::
:::{toctree} :maxdepth: 1 :caption: TUTORIALS
tutorials/debug_tools_for_tilelang tutorials/auto_tuning :::
:::{toctree} :maxdepth: 1 :caption: DEEP LEARNING OPERATORS
deeplearning_operators/elementwise deeplearning_operators/gemv deeplearning_operators/matmul deeplearning_operators/matmul_sparse deeplearning_operators/deepseek_mla :::
:::{toctree} :maxdepth: 1 :caption: COMPILER INTERNALS
compiler_internals/letstmt_inline compiler_internals/inject_fence_proxy compiler_internals/tensor_checks :::
:::{toctree} :maxdepth: 1 :caption: API Reference
autoapi/tilelang/index :::
:::{toctree} :maxdepth: 1 :caption: Privacy
privacy :::