Quantization to INT8 doubles throughput because tensor cores process INT8 2x faster
Image: dvgodoy, CC BY 4.0, via Wikimedia Commons
quantization to INT8 doubles throughput
Quantization to INT8 doubles throughput because tensor cores process INT8 2x faster
Related concepts
tensor cores are
Why can computers crunch numbers faster than humans?
AWQ does differently
AWQ selectively retains weights crucial for model performance, unlike traditional quantization
Nvidia
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tensor cores do 4x4 matrix multiply in one clock cycle
Tensor cores perform 4x4 matrix multiply using optimized GEMM (General Matrix Multiply) instructions in one clock cycle
GPTQ quantization does
Post-training quantization using second-order information for model compression
Tensor network
Ever wondered how scientists manage massive data without endless storage?
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