{"library":"triton","type":"library","category":null,"description":"Triton is a language and compiler for writing highly efficient custom Deep Learning operations. It provides a Python-based programming environment for writing custom GPU kernels that can achieve performance on par with hand-tuned CUDA, but with higher productivity and flexibility than other existing DSLs. Triton aims to bridge the gap between high-level deep learning frameworks and low-level GPU programming. The current version is 3.6.0, with frequent releases (multiple major/minor releases per year).","language":"python","status":"active","version":"3.6.0","tags":["deep learning","GPU programming","compiler","custom kernels","JIT","CUDA","HIP","performance"],"last_verified":"Tue Jun 09","install":[{"cmd":"pip install triton","imports":["import triton","import triton.language as tl","@triton.jit"]}],"homepage":"https://triton-lang.org","github":"https://github.com/triton-lang/triton","docs":null,"changelog":null,"pypi":"https://pypi.org/project/triton/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":50,"avg_install_s":6.5,"avg_import_s":0.39,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/triton/compatibility"}}