Horovod (mašinsko učenje)
Horovod je besplatni softverski okvir otvorenog koda za distribuiranu obuku dubokog učenja koristeći TensorFlow, Keras, PyTorch i Apache MXNet . Horovod se nalazi u okviru Linux Foundation AI (LF AI).[3] Horovod ima za cilj poboljšanje brzine, razmjera i raspodjele resursa prilikom obuke modela mašinskog učenja.[4]
| Horovod | |
|---|---|
 | |
| Programer(i) | Uber |
| Prvo izdanje | 9. august 2017[1] |
| Stabilna verzija | v0.19.5[2]
/ 6. maj 2020 |
| Programski jezik | Python, C++, CUDA |
| Platforma | Linux, macOS, Windows |
| Vrsta | Artificial intelligence ecosystem |
| Licenca | Apache License 2.0 |
| Veb-sajt | horovod |
Također pogledati
uredi- Poređenje softvera za duboko učenje
- Različito programiranje
- [1]All-Reduce
Reference
uredi- ^ Alex Sergeev (9. 8. 2017). "Release v0.9.0 · horovod/horovod". horovod. Pristupljeno 9. 7. 2020.
Initial release
- ^ "Releases · horovod/horovod". horovod. Pristupljeno 9. 7. 2020.
- ^ Khari Johnson (13. 12. 2018). "Uber brings Horovod project for distributed deep learning to Linux Foundation". VentureBeat. Pristupljeno 9. 7. 2020.
- ^ "Projects - LF AI". Linux Foundation - LF AI. Pristupljeno 9. 7. 2020.
Horovod, a distributed training framework for TensorFlow, Keras and PyTorch, improves speed, scale and resource allocation in machine learning training activities. Uber uses Horovod for self-driving vehicles, fraud detection, and trip forecasting. It is also being used by Alibaba, Amazon and NVIDIA.