How do I optimize TensorFlow or PyTorch for multi-GPU training?
Optimizing TensorFlow or PyTorch for multi-GPU training involves several techniques and configurations to efficiently utilize the hardware and maximize performance. Here are the steps to optimize your setup: 1. Hardware Setup: Ensure proper GPU placement: GPUs should be connected via high-bandwidth links (e.g., NVLink for NVIDIA GPUs) to minimize communication overhead. Use fast interconnects: PCIe […]