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[BENCHMARKS][ADRENO] Documentation for Adreno (Texture) benchmarks #13679

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masahi merged 1 commit into from
Jan 3, 2023
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[BENCHMARKS][ADRENO] Documentation for Adreno (Texture) benchmarks #13679

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16 changes: 15 additions & 1 deletion apps/benchmark/README.md
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Expand Up @@ -37,7 +37,8 @@ It is recommended that you run tuning by yourself if you have your customized ne
Please follow the tutorial for
[NVIDIA GPU](https://tvm.apache.org/docs/tutorials/autotvm/tune_conv2d_cuda.html),
[ARM CPU](https://tvm.apache.org/docs/tutorials/autotvm/tune_relay_arm.html),
[Mobile GPU](https://tvm.apache.org/docs/tutorials/autotvm/tune_relay_mobile_gpu.html).
[Mobile GPU](https://tvm.apache.org/docs/tutorials/autotvm/tune_relay_mobile_gpu.html) and
[Adreno GPU](https://www.qualcomm.com/products/features/adreno).

### NVIDIA GPU

Expand Down Expand Up @@ -127,3 +128,16 @@ Build TVM with LLVM and ROCm enabled. [Help](https://tvm.apache.org/docs/install
```bash
python3 gpu_imagenet_bench.py --model gfx900 --target rocm
```

### Adreno GPU

Adreno benchmarks are automated over the docker - [ci_adreno](https://github.com/apache/tvm/blob/main/docker/Dockerfile.ci_adreno).
Adreno docker share the Android devices from host. It is adviced to have host adb version same as docker, which is ```1.0.41```

Below command runs all the benchmarks over given Android device.
```bash
export ANDROID_SERIAL=<ADB ID>
./tests/scripts/ci.py adreno -b
Comment on lines +139 to +140
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@echuraev echuraev Jan 9, 2023

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@srkreddy1238, @driazati Do you have any ideas, why after running this command I got the following error?

Running 'bash .ci-py-scripts/ci-adreno-prhyz.sh' inside ci_adreno...
Unable to find image 'ci_adreno:latest' locally
docker: Error response from daemon: pull access denied for ci_adreno, repository does not exist or may require 'docker login': denied: requested access to the resource is denied.
See 'docker run --help'.

It is not the first time when I don't have access to the adreno_ci docker image. I would like to have this access.

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@driazati driazati Jan 9, 2023

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It's not an access issue, the adreno Docker image was never added to the tlcpack docker hub so there is nothing to download. You'll need to build the image locally (bash docker/build.sh ci_adreno) or fix it so adreno is uploaded along with the other images.

```

Note: Tuning cache is implicite through tophub repo for all the benchmarks and is tuned over Snapdragon Gen 1.