Summary, MLPerf™ Inference v2.1 with NVIDIA GPU-Based Benchmarks on Dell PowerEdge Servers
Por um escritor misterioso
Last updated 16 junho 2024
![Summary, MLPerf™ Inference v2.1 with NVIDIA GPU-Based Benchmarks on Dell PowerEdge Servers](https://cdn-prod.scdn6.secure.raxcdn.com/static/media/9198938f-8c47-5a0e-82d9-6db6a62cd3f7/DAM-423a380e-c9c0-4b3d-88bb-e7c5bb4c885f/out/2721.015.png)
This white paper describes the successful submission, which is the sixth round of submissions to MLPerf Inference v2.1 by Dell Technologies. It provides an overview and highlights the performance of different servers that were in submission.
![Summary, MLPerf™ Inference v2.1 with NVIDIA GPU-Based Benchmarks on Dell PowerEdge Servers](https://0.academia-photos.com/attachment_thumbnails/59214881/mini_magick20190511-8057-eegcxm.png?1557600535)
PDF) Performance Evaluation and Benchmarking for the Era of
![Summary, MLPerf™ Inference v2.1 with NVIDIA GPU-Based Benchmarks on Dell PowerEdge Servers](https://www.hpcwire.com/wp-content/uploads/2021/09/Nvidia_MLPerf_Edge.png)
The Latest MLPerf Inference Results: Nvidia GPUs Hold Sway but
![Summary, MLPerf™ Inference v2.1 with NVIDIA GPU-Based Benchmarks on Dell PowerEdge Servers](https://cdn-prod.scdn6.secure.raxcdn.com/static/media/d21a90e9-7ca9-466f-a4f5-227986fb756e.png?_cb=1666794933.21)
MLPerf™ Inference v2.1 with NVIDIA GPU-Based Benchmarks on Dell
![Summary, MLPerf™ Inference v2.1 with NVIDIA GPU-Based Benchmarks on Dell PowerEdge Servers](https://www.hpcwire.com/wp-content/uploads/2022/04/MLPewerf_Nvidia_Power.png)
Nvidia Dominates MLPerf Inference, Qualcomm also Shines, Where's
![Summary, MLPerf™ Inference v2.1 with NVIDIA GPU-Based Benchmarks on Dell PowerEdge Servers](https://www.dell.com/wp-uploads/2022/05/processor-processing-data-cpu-chip-circuit-data-flowing-picture-id1335002548.jpg)
Dell Servers Turn in Top Performances on Machine Learning
ESC4000A-E12 ASUS Servers and Workstations
![Summary, MLPerf™ Inference v2.1 with NVIDIA GPU-Based Benchmarks on Dell PowerEdge Servers](https://blogs.vmware.com/performance/files/2023/07/ml-training-fig01.png)
VMware vSphere 8 Performance Is in the “Goldilocks Zone” for AI/ML
![Summary, MLPerf™ Inference v2.1 with NVIDIA GPU-Based Benchmarks on Dell PowerEdge Servers](https://media.springernature.com/lw685/springer-static/image/chp%3A10.1007%2F978-3-030-94437-7_4/MediaObjects/526561_1_En_4_Fig3_HTML.png)
Everyone is a Winner: Interpreting MLPerf Inference Benchmark
![Summary, MLPerf™ Inference v2.1 with NVIDIA GPU-Based Benchmarks on Dell PowerEdge Servers](https://media.springernature.com/lw685/springer-static/image/chp%3A10.1007%2F978-3-030-94437-7_4/MediaObjects/526561_1_En_4_Fig2_HTML.png)
Everyone is a Winner: Interpreting MLPerf Inference Benchmark
![Summary, MLPerf™ Inference v2.1 with NVIDIA GPU-Based Benchmarks on Dell PowerEdge Servers](https://www.nvidia.com/content/dam/en-zz/Solutions/gtcs21/a10/nvidia-a100-80gb-2c50-p@2x.jpg)
A10 Tensor Core GPU
![Summary, MLPerf™ Inference v2.1 with NVIDIA GPU-Based Benchmarks on Dell PowerEdge Servers](https://www.hyperscalers.com/image/catalog/!1%20HS%20CATALOGUE/A100%20GPU/Capture.png)
NVIDIA A100 40G GPU
G593-SD0 (rev. AAX1) GPU Servers - GIGABYTE U.S.A.
![Summary, MLPerf™ Inference v2.1 with NVIDIA GPU-Based Benchmarks on Dell PowerEdge Servers](https://www.dell.com/wp-uploads/2021/10/3d-render-of-concept-data-visualization-picture-id1309217186.jpg)
Benchmarks Confirm Dell Technologies as an AI Systems Leader
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