This directory contains examples for BERT PTQ/QAT related training. mpirun -np 4 -H localhost:4 \ --allow-run-as-root -bind-to none -map-by slot \ -x NCCL_DEBUG=INFO \ -x LD_LIBRARY_PATH \ -x PATH ...

Quantization stores the nearest codebook index per coordinate; dequantization maps indices back to centroids and then rotates back into the original basis. Theorem 1 states that the MSE obeys an upper ...

From the Department of Bizarre Anomalies: Microsoft has suppressed an unexplained anomaly on its network that was routing traffic destined to example.com—a domain reserved for testing purposes—to a ...

In my last post, we looked at why willpower-based parenting resolutions fail. Intentional parenting offers a different approach: understand what needs aren't getting met, then build systems that ...

As OpenAI marks its tenth birthday in December 2025, it can celebrate becoming one of the world’s leading companies, worth perhaps as much as US$1 trillion (£750 billion). But it started as a ...

In the history of our country, has there ever been a president like Donald Trump who set such a poor example for our young people? Children are scolded at home and in school for name-calling and ...

Trump fired the Bureau of Labor Statistics head. In Argentina, the government manipulated the inflation rate. Economists went rogue to calculate the real rate, and people lost trust in the numbers.

With the rapid development of machine learning, Deep Neural Network (DNN) exhibits superior performance in solving complex problems like computer vision and natural language processing compared with ...