Can You Close the Performance Gap Between GPU and CPU for Deep
Descrição
How can we optimize CPU for deep learning models' performance? This post discusses model efficiency and the gap between GPU and CPU inference. Read on.
![Can You Close the Performance Gap Between GPU and CPU for Deep](https://orbograph.com/wp-content/uploads/2020/12/gpu-vs-cpu.png)
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![Can You Close the Performance Gap Between GPU and CPU for Deep](https://image.slidesharecdn.com/w69ejoigsewjwetvbmwx-signature-600322f58dd0972f78d9395dd13259e83b846b0f09d6bd4f43956745ecd4e6f8-poli-150502101952-conversion-gate02/95/gpu-power-consumption-and-performance-trends-14-638.jpg?cb=1430578632)
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![Can You Close the Performance Gap Between GPU and CPU for Deep](https://www.researchgate.net/publication/224194485/figure/fig2/AS:302721551880196@1449185850727/FLOPS-capability-comparison-of-GPUs-and-CPUs-clearly-demonstrating-dominance-of-the-GPU.png)
FLOPS capability comparison of GPUs and CPUs clearly demonstrating
![Can You Close the Performance Gap Between GPU and CPU for Deep](https://www.researchgate.net/profile/Nicholas-Hamilton-4/publication/51041816/figure/fig1/AS:277435603013632@1443157210133/Performance-gap-between-many-core-GPU-and-multicore-CPU-20_Q320.jpg)
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![Can You Close the Performance Gap Between GPU and CPU for Deep](http://michaelgalloy.com/wp-content/uploads/2013/06/cpu-vs-gpu.png)
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![Can You Close the Performance Gap Between GPU and CPU for Deep](https://miro.medium.com/v2/resize:fit:1400/1*3Z2h5isI8cCNRV-EO5BFLA.jpeg)
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![Can You Close the Performance Gap Between GPU and CPU for Deep](https://i0.wp.com/timdettmers.com/wp-content/uploads/2023/01/gpu_recommendations.png?resize=845%2C686&ssl=1)
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