Add a mock perf test for llama2 on Android #2963
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🔗 Helpful Links🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/2963
Note: Links to docs will display an error until the docs builds have been completed. ✅ You can merge normally! (3 Unrelated Failures)As of commit 694e24c with merge base a983ebc ( BROKEN TRUNK - The following jobs failed but were present on the merge base:👉 Rebase onto the `viable/strict` branch to avoid these failures
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Summary: I'm trying to setup a simple perf test when running llama2 on Android. It's naively sent a prompt and record the TPS. Open for comment about the test here before setting this up on CI. ### Testing Copy the exported model and the tokenizer as usual, then cd to the app and run `./gradlew :app:connectAndroidTest`. The test will fail if the model is failed to load or if the TPS is lower than 7 as measure by https://github.com/pytorch/executorch/tree/main/examples/models/llama2 Differential Revision: D55951637 Pulled By: huydhn
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This pull request was exported from Phabricator. Differential Revision: D55951637 |
kirklandsign
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I'm trying to setup a simple perf test when running llama2 on Android. It's naively sent a prompt and record the TPS. Open for comment about the test here before setting this up on CI.
Testing
Copy the exported model and the tokenizer as usual, then cd to the app and run
./gradlew :app:connectAndroidTest. The test will fail if the model is failed to load or if the TPS is lower than 7 as measure by https://github.com/pytorch/executorch/tree/main/examples/models/llama2