Can You Close the Performance Gap Between GPU and CPU for Deep Learning Models? - Deci
Por um escritor misterioso
Last updated 03 julho 2024
![Can You Close the Performance Gap Between GPU and CPU for Deep Learning Models? - Deci](https://deci.ai/wp-content/uploads/2022/02/Graph7-cpu-gpu-gap-last-graph-scaled.jpg)
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.
The Deep Learning Inference Acceleration Blog Series — Part 1: Introduction, by Amnon Geifman
![Can You Close the Performance Gap Between GPU and CPU for Deep Learning Models? - Deci](https://developer.nvidia.com/blog/wp-content/uploads/2015/11/inference_performance_TX1_TitanX1-624x403.png)
Inference: The Next Step in GPU-Accelerated Deep Learning
The Correct Way to Measure Inference Time of Deep Neural Networks, by Amnon Geifman
The Definitive Guide to Deep Learning with GPUs
![Can You Close the Performance Gap Between GPU and CPU for Deep Learning Models? - Deci](https://miro.medium.com/v2/resize:fit:624/1*TY97_nzDNDWK-2fdTM5cGg.png)
How Deci and Intel Achieved up to 16.8x throughput increase and +1.74% accuracy improvement at MLPerf, by OpenVINO™ toolkit, OpenVINO-toolkit
Is there a way to Train simultaneously on CPU and GPU? (e.g. 2 separate neural network models) - Quora
![Can You Close the Performance Gap Between GPU and CPU for Deep Learning Models? - Deci](https://developer-blogs.nvidia.com/wp-content/uploads/2023/09/4.6X-Performance-Llama2.png)
NVIDIA TensorRT-LLM Supercharges Large Language Model Inference on NVIDIA H100 GPUs
![Can You Close the Performance Gap Between GPU and CPU for Deep Learning Models? - Deci](https://deci.ai/wp-content/uploads/2022/12/Full-Stack-4-1-1-1.png)
The Ultimate Deep Learning Inference Acceleration Guide
![Can You Close the Performance Gap Between GPU and CPU for Deep Learning Models? - Deci](https://ww1.prweb.com/prfiles/2022/02/16/18502267/gI_156529_CPU.png)
Deci's New Family of Models Delivers Breakthrough Deep Learning Performance on CPU
![Can You Close the Performance Gap Between GPU and CPU for Deep Learning Models? - Deci](https://deci.ai/wp-content/uploads/2022/04/deci-sota-dnns-updated-featured-768x432.jpg)
Can You Close the Performance Gap Between GPU and CPU for Deep Learning Models? - Deci
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