{"id":"Dpgk9A6TziQ","title":"Distributed GPU Ownership","description":"Parallel computing! Learn about the future of distributed GPU ownership and unlock the potential of collaborative deep learning. This video explores how distributed GPU ownership makes large-scale training a reality, even without co-located servers.  Watch now! #distributedGPU #parallelcomputing #deeplearning #GPUownership #AI #machinelearning #cloudcomputing #bigdata #tech #futureofcomputing","channel_name":"NEAR Protocol","published_at":"2025-02-20T00:00:00.000Z","thumbnail_url":"https://img.youtube.com/vi/Dpgk9A6TziQ/hqdefault.jpg","transcript_text":"this is going to be huge although it's not comparable with you know just using the MV link do the training on colocated servers but it actually make the this distributed training somehow you know possible they are pretty hot on crypto Twitter recently they have some algorithm to reduce the training bandwidth between the I mean the nose by from like a 100 ft to 900 f","transcript_synced_at":"2026-11-03T05:07:19.146Z","segments":[{"start_seconds":0,"text":"this is going to be huge although it's not comparable with you know just using the MV link do the training on colocated servers but it actually make the this","url":"https://www.youtube.com/watch?v=Dpgk9A6TziQ&t=0s"},{"start_seconds":9,"text":"distributed training somehow you know possible they are pretty hot on crypto Twitter recently they have some","url":"https://www.youtube.com/watch?v=Dpgk9A6TziQ&t=9s"},{"start_seconds":17,"text":"algorithm to reduce the training bandwidth between the I mean the nose by","url":"https://www.youtube.com/watch?v=Dpgk9A6TziQ&t=17s"},{"start_seconds":24,"text":"from like a 100 ft to 900 f","url":"https://www.youtube.com/watch?v=Dpgk9A6TziQ&t=24s"}],"youtube_url":"https://youtube.com/watch?v=Dpgk9A6TziQ","url":"https://near-pedia.xyz/videos/Dpgk9A6TziQ"}