cgn

3 ms·

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by cgn 6y ago
I am an author on the paper, and just saw this thread. Thanks for all of your comments. Note this work focuses on errors in test sets, not training labels. Test sets are foundation of benchmarking for machine learning. We study test sets (v
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by cgn 7y ago
Hi, friends. With NeurIPS behind us and ICML ahead, maybe you want to do some deep learning. Inspired by Justin Johnson's original work benchmarking the older GTX GPUs, I extended this work to the new RTX GPUs with benchmarks for most
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Simple trick to double deep learning speed and CNN and GPU Benchmarks(github.com)
2 points by cgn 7y ago|1 comments
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by cgn 7y ago
Hi, Hackers. I'm excited to share confident learning for characterizing, finding, and learning with label errors in datasets. To promote and standardize future research in learning with noisy labels and weak supervision, I've also
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Announcing Confident Learning: Finding and Learning with Dataset Label Errors(l7.curtisnorthcutt.com)
2 points by cgn 7y ago|1 comments
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by cgn 7y ago
Hi hackers! This is a follow-up to the previous post "I built Lambda's $12,500 deep learning rig for $6200" which had around 480 upvotes on Reddit. That previous build had only 3-GPUs and took some shortcuts. In response to t
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I built Lambda's 4-GPU deep learning rig for $4000 cheaper(l7.curtisnorthcutt.com)
7 points by cgn 7y ago|2 comments
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by cgn 8y ago
Hi Hackers, Announcing reproducible benchmarks for all Keras-@TensorFlow and @PyTorch pre-trained models. PyTorch rules ResNet. Keras rules InceptionNet. GitHub: https://github.com/cgnorthcutt/benchmarking-keras-pytorch
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Benchmarking All 34 Keras-TensorFlow and PyTorch Pre-Trained Models(l7.curtisnorthcutt.com)
3 points by cgn 8y ago|1 comments
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by cgn 8y ago
Hi hackers! I built a deep learning workstation comparable to Lambda's 4-GPU ( RTX 2080 ti ) rig for about half the price. So you can do the same, I'm sharing a time-lapse of the build, the parts list, the receipt, and benchmarkin
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I built Lambda's $12,500 4-GPU deep learning rig for $6200. Now you can, too(l7.curtisnorthcutt.com)
3 points by cgn 8y ago|1 comments