Wenyong Huang e9e75a6b09 Fix interpreter not update memory size after call native func (#563)		4 years ago
..
README.md	365ec6360b Update build scripts and documents of workload samples for wasi-sdk-12.0 (#484)	5 years ago
build.sh	adb05ea719 Enable SIMD support for Linux SGX platform (#474)	5 years ago
tf_lite.patch	e9e75a6b09 Fix interpreter not update memory size after call native func (#563)	4 years ago

"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 latest
./emsdk activate latest

And set up ensdk environment:

source emsdk_env.sh

Then run

./build.sh
# for linux platform, or
./build.sh --sgx
# for linux-sgx 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 by yourself