Unlocking the Black Box: A Comprehensive Guide to Profiling Attention Mechanisms in PyTorch
Executive Overview As deep learning models scale to unprecedented parameter counts, understanding the precise execution mechanics of hardware…
Demystifying Transformer Inference: Prefill, Decode, and the Mechanics of KV Caching in PyTorch
Executive Overview In the lifecycle of a deep learning model, training and inference are often treated as two…
