2020-11-13 09:53:23 +00:00
"XNNPACK" sample introduction
==============
2020-12-29 06:41:09 +00:00
This sample demonstrates how to build [XNNPACK ](https://github.com/google/XNNPACK ) benchmarks into WebAssembly with emsdk toolchain and run them with iwasm.
2020-11-13 09:53:23 +00:00
## Installation toolchains
- **bazel**. Please install bazel from [latest release ](https://github.com/bazelbuild/bazel/releases )
- **emsdk**. Please install [emsdk ](https://github.com/emscripten-core/emsdk ) to /opt/emsdk:
```bash
cd /opt
git clone https://github.com/emscripten-core/emsdk.git
cd emsdk
./emsdk install latest
./emsdk activate latest
```
And set up ensdk environment:
```bash
source /opt/emsdk/emsdk_env.sh
```
## Build XNNPACK
```bash
cd < wamr-dir > /samples/workload/XNNPACK
mkdir build
cd build
cmake ..
```
The wasm files are generated under folder samples/workload/XNNPACK/xnnpack/bazel-bin.
## Run benchmarks
Firstly please build iwasm with simd, libc-emcc and lib-pthread support:
``` bash
$ cd < wamr-dir > /product-mini/platforms/linux/
$ mkdir build & & cd build
$ cmake .. -DWAMR_BUILD_SIMD=1 -DWAMR_BUILD_LIBC_EMCC=1 -DWAMR_BUILD_LIB_PTHREAD=1
$ make
```
And please build wamrc:
``` bash
cd < wamr-dir > /wamr-compiler
./build_llvm.sh
mkdir build & & cd build
cmake ..
make
```
Then compile wasm file to aot file and run:
``` shell
$ cd < wamr-dir > /samples/workload/XNNPACK/xnnpack/bazel-bin
$ wamrc --enable-simd -o average_pooling_bench.aot average_pooling_bench.wasm (or other wasm files)
$ iwasm average_pooling_bench.aot
```