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Branch: revert-411-add-tools
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MegEngine/dnn/scripts/cutlass_generator
Megvii Engine Team 16678bb998 fix(dnn): fix_short_cutlass_name_gemm 3 years ago
..
BUILD feat(dnn/cuda): add nhwc int8 deconv 3 years ago
README.md feat(dnn/cuda): generate cutlass kimpls using cmake and bazel 3 years ago
conv2d_operation.py feat(dnn/cuda): add nhwc int8 deconv 3 years ago
gemm_operation.py fix(dnn): fix_short_cutlass_name_gemm 3 years ago
gen_list.py feat(dnn/cuda): add nhwc int8 deconv 3 years ago
generator.py feat(dnn/cuda): add nhwc int8 deconv 3 years ago
library.py feat(dnn/cuda): add nhwc int8 deconv 3 years ago
list.bzl feat(dnn/cuda): add nhwc int8 deconv 3 years ago
manifest.py fix(dnn/cuda): fix cutlass tensorop kernels 3 years ago

README.md

Generate device kernel registration code for CUTLASS kernels

Usage

python3 generator.py [--operations {gemm, gemv, conv2d, deconv}] [--type {simt, tensorop8816, tensorop8832}]
                     output
  • operations: operation kind, including gemm|gemv|conv2d|deconv
  • type: opcode class, simt|tensorop8816|tensorop8832
  • output: the output directory for CUTLASS kernels

Generate file list for bazel

We generate list.bzl because the genrule method of bazel requires that the output file list be specified in the analysis phase.

Please call gen_list.py when new operations are added.

python3 gen_list.py
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MegEngine 安装包中集成了使用 GPU 运行代码所需的 CUDA 环境，不用区分 CPU 和 GPU 版。 如果想要运行 GPU 程序，请确保机器本身配有 GPU 硬件设备并安装好驱动。 如果你想体验在云端 GPU 算力平台进行深度学习开发的感觉，欢迎访问 MegStudio 平台

C++ Cuda Python C SVG other