Horovod (mašinsko učenje)

Horovod
Programer(i)Uber
Prvo izdanje9. august 2017; prije 7 godina (2017-08-09)[1]
Stabilna verzija
v0.19.5[2] / 6. maj 2020; prije 4 godine (2020-05-06)
Programski jezikPython, C++, CUDA
PlatformaLinux, macOS, Windows
VrstaArtificial intelligence ecosystem
LicencaApache License 2.0
Veb-sajthorovod.ai

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]

Također pogledati

Reference

  1. ^ Alex Sergeev (9. 8. 2017). "Release v0.9.0 · horovod/horovod". horovod. Pristupljeno 9. 7. 2020. Initial release
  2. ^ "Releases · horovod/horovod". horovod. Pristupljeno 9. 7. 2020.
  3. ^ Khari Johnson (13. 12. 2018). "Uber brings Horovod project for distributed deep learning to Linux Foundation". VentureBeat. Pristupljeno 9. 7. 2020.
  4. ^ "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.

Vanjski linkovi