Experiment with private rooted Pixel 3 devices #10192
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,62 @@ | ||
| name: android-perf (private devices) | ||
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| on: | ||
| schedule: | ||
| - cron: 0 0,4,8,12,16,20 * * * | ||
| pull_request: | ||
| paths: | ||
| - .github/workflows/android-perf-private-device-experiment.yml | ||
| push: | ||
| branches: | ||
| - main | ||
| paths: | ||
| - .github/workflows/android-perf-private-device-experiment.yml | ||
| # Note: GitHub has an upper limit of 10 inputs | ||
| workflow_dispatch: | ||
| inputs: | ||
| models: | ||
| description: Models to be benchmarked | ||
| required: false | ||
| type: string | ||
| default: mv3,meta-llama/Llama-3.2-1B-Instruct-SpinQuant_INT4_EO8,meta-llama/Llama-3.2-1B-Instruct-QLORA_INT4_EO8 | ||
| devices: | ||
| description: Target devices to run benchmark | ||
| required: false | ||
| type: string | ||
| default: google_pixel_3_private_rooted | ||
| benchmark_configs: | ||
| description: The list of configs used the benchmark | ||
| required: false | ||
| type: string | ||
| workflow_call: | ||
| inputs: | ||
| models: | ||
| description: Models to be benchmarked | ||
| required: false | ||
| type: string | ||
| default: mv3,meta-llama/Llama-3.2-1B-Instruct-SpinQuant_INT4_EO8,meta-llama/Llama-3.2-1B-Instruct-QLORA_INT4_EO8 | ||
| devices: | ||
| description: Target devices to run benchmark | ||
| required: false | ||
| type: string | ||
| default: google_pixel_3_private_rooted | ||
| benchmark_configs: | ||
| description: The list of configs used the benchmark | ||
| required: false | ||
| type: string | ||
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| concurrency: | ||
| group: android-perf-private-devices-${{ github.event.pull_request.number || github.ref_name }}-${{ github.ref_type == 'branch' && github.sha }}-${{ github.event_name == 'workflow_dispatch' }}-${{ github.event_name == 'schedule' }} | ||
| cancel-in-progress: true | ||
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| jobs: | ||
| android: | ||
| uses: ./.github/workflows/android-perf.yml | ||
| secrets: inherit | ||
| permissions: | ||
| id-token: write | ||
| contents: read | ||
| with: | ||
| models: ${{ inputs.models }} | ||
| devices: google_pixel_3_private_rooted | ||
|
There was a problem hiding this comment. Unfortunately we don't have data points of using the same type of device on public pool, can't do any comparison, so we would mainly rely on the new data on the private & rooted device and compare those across different runs. |
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| benchmark_configs: ${{ inputs.benchmark_configs }} | ||
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@guangy10 @kirklandsign Appreciate if you could pass me the list of models and benchmark configs that you want to cover here. We have only 2 devices there though, so I think let's reduce the number of model we want to cover for now.
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Let's pick one non-genAI model (mv3, xnnpack_q8) and one genAI model (llama3.2-1b, spinquant & qlora)
mv3,meta-llama/Llama-3.2-1B-Instruct-SpinQuant_INT4_EO8,meta-llama/Llama-3.2-1B-Instruct-QLORA_INT4_EO8