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wasm-micro-runtime/samples/workload/tensorflow/README.md
Wenyong Huang 24a7e5c1e6
Update sample workload tensorflow (#2101) 
Auto download emsdk under core/deps and hack it, and fix multi-thread issues.
2023-04-03 14:56:46 +08:00

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"tensorflow" sample introduction

This sample demonstrates how to build tensorflow into WebAssembly with emsdk toolchain and run it with iwasm.:

./build.sh
# for linux platform, or
./build.sh --threads
# for multi-threading on linux platform
./build.sh --sgx
# for linux-sgx platform

to build tensorflow and run it with iwasm, which basically contains the following steps:

  • clone emsdk under <wamr_dir>/core/deps, install and activate 2.0.26
  • hack emcc to delete some objects in libc.a
  • build tf-lite with emcc compiler
  • build iwasm with lib-pthread and libc-emcc enabled
  • run benchmark model with iwasm: --max-secs 300: means the max training time cost is 5 minutes, you can adjust it by yourself