The conversation between human and AI assistant.
What are some distributed SGD implementations?
Interesting. Can you explain how Horovod works?
Horovod is a popular distributed deep learning framework that supports TensorFlow, PyTorch, and other backends. It uses a ring-allreduce communication pattern to aggregate the gradients from all the workers, which reduces the communication overhead and allows for faster training.