Wenyong Huang 7be0d385a6 Implement SIMD latest opcodes and update LLVM to 13.0 (#758)		4 سال پیش
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README.md	7be0d385a6 Implement SIMD latest opcodes and update LLVM to 13.0 (#758)	4 سال پیش
build.sh	7be0d385a6 Implement SIMD latest opcodes and update LLVM to 13.0 (#758)	4 سال پیش
tf_lite.patch	1a4aa5ac2f Enable multi-thread for tensorflow sample, update wasm-c-api document (#651)	4 سال پیش

"tensorflow" sample introduction

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

git clone https://github.com/emscripten-core/emsdk.git
cd emsdk
./emsdk install 2.0.26
./emsdk activate 2.0.26

And set up ensdk environment:

source emsdk_env.sh

Then run

./build.sh
# for linux platform, or
./build.sh --sgx
# for linux-sgx platform or
./build.sh --threads
# for multi-thread execution (on linux platform)

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

hack emcc to delete some objects in libc.a
build tf-lite with emcc compiler
build iwasm with pthread enable and include libiary under libc-emcc
run benchmark model with iwasm: --max-secs 300: means the max training time cost is 5 minutes, you can adjust it by yourself

README.md

"tensorflow" sample introduction