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update readme

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Nicklas Hansen
2024-11-10 12:32:57 -08:00
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README.md
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@@ -12,11 +12,9 @@ Official implementation of
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**Note: the `speedups` branch is experimental and may contain bugs. Please use the `main` branch for the latest stable release.**
**Announcement: training just got ~4.5x faster!**
Expect **3-8x** faster wall-time (depending on hardware and task) compared to `main` branch. A majority of the speedups in this branch are enabled with the additional flag `compile=true`. To run the code with `compile=true`, **you will need to install the latest `nightly` versions of PyTorch, TensorDict, and TorchRL**. See `docker/environment.yaml` for a tested configuration. We are not responsible for any issues that may arise from using our repository.
Thank you to [Vincent Moens](https://github.com/vmoens) who has been a key contributor to this branch!
Expect **~4.5x** faster wall-time (depending on hardware and task) with the most recent release (Nov 10, 2024). A majority of the speedups in this branch are enabled with the additional flag `compile=true`. To run the code with `compile=true`, **you will need to install the latest `nightly` versions of PyTorch, TensorDict, and TorchRL**. See `docker/environment.yaml` for a tested configuration. `compile=true` is available in state-based online RL at the moment, and we expect to roll out support across all settings in the coming months. Thank you to [Vincent Moens](https://github.com/vmoens) who has been a key contributor to our torch.compile compatibility!
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