27e7e160af
Upgrade the version of related toolkits: - upgrade llvm to 15.0 - upgrade wasi-sdk to 19.0 - upgrade emsdk to 3.1.28 - upgrade wabt to 1.0.31 - upgrade binaryen to 111 And upgrade the CI scripts, sample workload build scripts, Dockerfiles, and documents.
49 lines
1.1 KiB
Markdown
49 lines
1.1 KiB
Markdown
"XNNPACK" sample introduction
|
|
==============
|
|
|
|
This sample demonstrates how to build [XNNPACK](https://github.com/google/XNNPACK) benchmarks into WebAssembly with emsdk toolchain and run them with iwasm.
|
|
|
|
## Installation toolchains
|
|
|
|
please refer to [installation instructions](../README.md).
|
|
|
|
## 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_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 -o average_pooling_bench.aot average_pooling_bench.wasm (or other wasm files)
|
|
$ iwasm average_pooling_bench.aot
|
|
```
|
|
|