Developing fixed-point algorithm descriptions used to require tradeoffs between design functionality, modeling of numerical precision, and validation (simulation) speed. Now, a new class of C++ ...
Advanced artificial intelligence (AI) edge devices need to perform dot-product operations with high bit precision for the input (IN), weight (W) and output (OUT) bits to achieve the inference accuracy ...
Quantization is a widely adopted technique in model deployment as it offers a favorable trade-off between computational overhead and performance loss. Integer-arithmetic-only quantization is an ...
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