FasterTransformer | FasterTransformer Architecture Explained | Optimize Transformer

FasterTransformer | FasterTransformer Architecture Explained | Optimize Transformer

In this video, we dive deep into the FasterTransformer architecture, an open-source library developed by NVIDIA designed to accelerate transformer models like BERT, GPT-2, and T5 for real-time NLP tasks. Learn how FasterTransformer improves GPU efficiency, reduces latency, and optimizes matrix multiplication and multi-head attention mechanisms.

FasterTransformer’s high-performance optimizations, including:
Dynamic sequence length handling
Key/Value caching for multi-head attention
Layer fusion for memory efficiency
GEMM kernel autotuning
Fused kernel operations

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