Why Your GPU Is Idle: Understanding the Host and Device Paradigm
Understanding the Host and Device Paradigm is the key to unlocking true AI performance. In this architect’s critique, I break down why your CPU and GPU interaction is likely a bottleneck, how to leverage CUDA streams for asynchronous execution, and why most developers accidentally kill their throughput with synchronization traps.