https://cluster-site.onrender.com/tags/deep-learning/ Recent content in Deep-Learning on Tenu Tech Brief Hugo -- 0.146.0 en-us Tue, 24 Feb 2026 06:03:07 +0000 https://cluster-site.onrender.com/posts/establishing-a-scalable-sparse-ecosystem-with-the-universal-sparse-tensor/ Fri, 30 Jan 2026 18:00:00 +0000 https://cluster-site.onrender.com/posts/establishing-a-scalable-sparse-ecosystem-with-the-universal-sparse-tensor/ • UST decouples tensor sparsity from memory representation, enabling flexible storage formats. • Developers describe storage via a DSL, focusing solely on sparsity patterns. • Comp https://cluster-site.onrender.com/posts/enhancing-neural-network-training-at-yelp-achieving-1400x-speedup-with-wideanddeep/ Wed, 22 Jan 2025 00:00:00 +0000 https://cluster-site.onrender.com/posts/enhancing-neural-network-training-at-yelp-achieving-1400x-speedup-with-wideanddeep/ • Reduced pCTR model training from 75 hours/epoch on 450M samples to under 1 hour on 2B samples. • Built ArrowStreamServer, an in‑house low‑latency Parquet streaming library, repla https://cluster-site.onrender.com/posts/efficient-visual-representation-learning-and-evaluation/ Fri, 07 Jun 2024 17:23:02 +0000 https://cluster-site.onrender.com/posts/efficient-visual-representation-learning-and-evaluation/ • Etsy leverages computer vision to enhance shopping via visual search and recommendations. • Deep neural networks encode images into vector representations, powering downstream ta