OpenAI no longer has to save every ChatGPT conversation

OpenAI is no longer required to preserve and segregate all output log data that would otherwise be deleted on a going-forward ...
Frontiers

PiCCO Hemodynamic Parameters in Cardiogenic Shock: Prediction of LVEF, NT-proBNP and MACE based on XGBoost Machine Learning Model

Shanghai East Hospital, School of Medicine, Tongji University, Shanghai, China The final, formatted version of the article will be published soon. This study used the Extreme Gradient Boosting ...
GitHub

[BUG]DeepSpeed ZeRO-2 Offload: backward does not populate IPG buckets even though autograd graph reaches parameters (PyTorch 2.0 / Python 3.8 / DeepSpeed 0.17.6)

When training with DeepSpeed ZeRO Stage 2 and optimizer offload to CPU, calling engine.backward(loss_) results in empty IPG buckets during gradient reduction (e.g., bucket.buffer: []). This leads to ...
IEEE

Impedance Angle Model for Undersea Wireless Power Transfer Systems Based on Real-Time Monitoring of Marine Environmental Parameters

Abstract: Seawater temperature, salinity, and pressure influence the electrical conductivity and dielectric constant of seawater. These complex and variable electrical parameters cause electromagnetic ...
Frontiers

Nomogram model for prognosis of early colorectal cancer after endoscopic therapy: integration of intestinal microbiota and clinicopathological parameters

Department of Gastroenterology, The First Affiliated Hospital of Henan Medical University, Xinxiang, China Objective: To integrate the characteristics of intestinal flora and clinical pathological ...
IEEE

Towards Purely Parameter-Specific Model Order Reduction: A Tensor Decomposition-Based Approach

Abstract: In the context of digital twins, projection-based model order reduction (MOR) plays a crucial role in real-time control, fault diagnosis and performance prediction, particularly when ...
GitHub

Implement a notebook to demonstrate "PyTorch building a model"

Based on the code, attached, and the description below to create the notebook. The video "Building Models with PyTorch" by Brad Heinz focuses on the foundational concepts and tools within PyTorch's ...