A 42M-parameter Conformer ASR model runs on simulated memristor hardware with about 28% relative WER degradation at 3-bit quantization-aware training.
While PTQ works well for 8-bit precision formats, the performance degrades with decreas- ing bit depth [30]
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Running Conventional Automatic Speech Recognition on Memristor Hardware: A Simulated Approach
A 42M-parameter Conformer ASR model runs on simulated memristor hardware with about 28% relative WER degradation at 3-bit quantization-aware training.