8-bit Inference with TensorRT - NVIDIA
May 8, 2017. Intro Goal: Convert FP32 CNNs into INT8 without significant accuracy loss. Why: INT8 math has higher throughput, and lower memory requirements. Challenge: INT8 has significantly lower precision and dynamic range than FP32.
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