We already know the best performance/cost GPUs for state-of-the-art deep learning and computer vision are RTX GPUs. So, which RTX GPU should you use? To help you decide, I benchmark the three premier GPUs: 2080 ti non-blower, 2080 ti blower,...
Welcome to L7,
a place for machine learning and human learning.
Why L7? An
L or a
7 alone are fragile shapes, but combined they form a sturdy square. This is an allegory for human learning and machine learning.
L7 captures that symmetry about the diagonal. The
L7 counts the letters after the
This is short post to explain the impact that GPU positioning can have on training time and suggest how to position your GPUs for better performance when you mix blower-style and non-blower GPUs. Consider a deep learning workstation with the...
We often deal with label errors in datasets, but no common framework exists to support machine learning research and benchmarking with label noise. Announcing cleanlab: a Python package for finding label errors in datasets and learning with noisy labels. cleanlab...
This post overviews the paper Confident Learning: Estimating Uncertainty in Dataset Labels authored by Curtis G. Northcutt, Lu Jiang, and Isaac L. Chuang.
In a previous post, Build a Pro Deep Learning Workstation… for Half the Price, I shared every detail to buy parts and build a professional quality deep learning rig for nearly half the cost of pre-built rigs from companies like...