👋 Welcome to Tile Language =========================== `GitHub `_ 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.rst get_started/overview.rst .. toctree:: :maxdepth: 1 :caption: TUTORIALS tutorials/writing_kernels_with_tilelibrary.rst tutorials/writint_kernels_with_thread_primitives.rst tutorials/annotate_memory_layout.rst tutorials/debug_tools_for_tilelang.rst tutorials/auto_tuning.rst tutorials/jit_compilation.rst tutorials/pipelining_computations_and_data_movements.rst .. toctree:: :maxdepth: 1 :caption: DEEP LEARNING OPERATORS deeplearning_operators/elementwise.rst deeplearning_operators/gemv.rst deeplearning_operators/matmul.rst deeplearning_operators/matmul_dequant.rst deeplearning_operators/flash_attention.rst deeplearning_operators/flash_linear_attention.rst deeplearning_operators/convolution.rst deeplearning_operators/tmac_gpu.rst .. toctree:: :maxdepth: 2 :caption: LANGUAGE REFERENCE language_ref/ast.rst language_ref/primitives.rst language_ref/tilelibrary.rst .. toctree:: :maxdepth: 1 :caption: Privacy privacy.rst