Deep Learning, Artificial Intelligence, NLP, Self Supervised Learning, Quantization.
can be quantized independently: This approach has several advantages, both for stability and efficiency: First, each block normalization can be computed independently. Thus no synchronization between cores is required, and throughput is enhanced. Secondly, it is also much more robust to outliers in