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Upgrade XNNPACK workload (#2394)

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- Sync source code to b9d4073a6913891ce9cbd8965c8d506075d2a45a, which is
  referred by tensorflow
- Upgrade emscripten to 3.1.44
- CMake outputs are .wasm files and .aot files
This commit is contained in:
liang.he
2023-08-01 19:13:00 +08:00
committed by GitHub
parent cb6d85069e
commit ecd4fccc96
3 changed files with 304 additions and 255 deletions
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51
samples/workload/XNNPACK/README.md
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@ -9,26 +9,7 @@ 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:
please build wamrc:
``` bash
cd <wamr-dir>/wamr-compiler
@ -38,11 +19,31 @@ cmake ..
make
```
Then compile wasm file to aot file and run:
And then build xnnpack standalone wasm files
``` 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
```bash
$ cd <wamr-dir>/samples/workload/XNNPACK
$ cmake -S . -B build
$ cmake --build build
```
Generated .wasm(and .aot) files are under *samples/workload/XNNPACK/build*.
## Run benchmarks
Firstly please build iwasm with simd, libc-emcc and lib-pthread supporting:
``` bash
$ cd <wamr-dir>/product-mini/platforms/linux/
$ mkdir build && cd build
$ cmake .. -DWAMR_BUILD_LIBC_EMCC=1 -DWAMR_BUILD_LIB_PTHREAD=1
$ make
```
Then run:
``` shell
$ cd <wamr-dir>/samples/workload/XNNPACK/build
$ iwasm averag_pooling_bench.aot # (or other aot files)
```