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Which GPU(s) to Get for Deep Learning: My Experience and Advice for Using GPUs in Deep Learning

Tim Dettmers · published 30 January 2023

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4blogs citing
First cited
1 Jul 2024
Most recent
13 May 2026
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Cited by

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Links from this post

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Host
https://www.quora.com/Why-are-GPUs-well-suited-to-deep-learning/answer/Tim-Dettmers-1
quora.com
https://www.quora.com/Tim-Dettmers-1
quora.com
https://www.quora.com
quora.com
https://www.nvidia.com/en-us/on-demand/session/gtcspring21-s33322/
nvidia.com
https://github.com/NervanaSystems/maxas/wiki/SGEMM
github.com
https://developer.nvidia.com/deep-learning-performance-training-inference
developer.nvidia.com
https://twitter.com/Tim_Dettmers
twitter.com
https://developer.download.nvidia.com/video/gputechconf/gtc/2020/presentations/s22085-accelerating-sparsity-in-the-nvidia-ampere-architecture%E2%80%8B.pdf
developer.download.nvidia.com
https://arxiv.org/abs/1907.04840
arxiv.org
https://arxiv.org/abs/2002.03231
arxiv.org
https://arxiv.org/abs/2002.07376
arxiv.org
https://arxiv.org/abs/1911.11134
arxiv.org
https://arxiv.org/abs/1902.05967
arxiv.org
https://arxiv.org/abs/1511.04561
arxiv.org
https://www.youtube.com/watch?v=ig2px7ofKhQ&t=1065s
youtube.com
https://arxiv.org/abs/2208.07339
arxiv.org
https://i0.wp.com/timdettmers.com/wp-content/uploads/2023/01/LLM_int8_zeroshot_emergence.png?ssl=1
i0.wp.com
https://arxiv.org/abs/2212.09720
arxiv.org
https://i0.wp.com/timdettmers.com/wp-content/uploads/2023/01/pythia_4bit_datatypes2.png?ssl=1
i0.wp.com
https://i0.wp.com/timdettmers.com/wp-content/uploads/2023/01/GPUS_Ada_raw_performance3.png?ssl=1
i0.wp.com
https://i0.wp.com/timdettmers.com/wp-content/uploads/2023/01/GPUs_Ada_performance_per_dollar6.png?ssl=1
i0.wp.com
https://nanx.me/gpu/
nanx.me
https://i0.wp.com/timdettmers.com/wp-content/uploads/2023/01/gpu_recommendations.png?ssl=1
i0.wp.com
https://github.com/TimDettmers/carbonneutral
github.com
https://wccftech.com/amd-cdna-architecture-radeon-instinct-arcturus-gpu-120-cu-7680-cores/
wccftech.com
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