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⇱ AVX-512 Performance With 256-bit vs. 512-bit Data Path For AMD EPYC 9005 CPUs Review - Phoronix

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AVX-512 Performance With 256-bit vs. 512-bit Data Path For AMD EPYC 9005 CPUs

Written by Michael Larabel in Processors on 11 October 2024 at 10:40 AM EDT. Page 5 of 7. 21 Comments.

👁 PyTorch benchmark with settings of Device: CPU, Batch Size: 1, Model: ResNet-50. AVX-512 512b DP was the fastest.

👁 PyTorch benchmark with settings of Device: CPU, Batch Size: 512, Model: ResNet-50. AVX-512 256b DP was the fastest.

👁 TensorFlow benchmark with settings of Device: CPU, Batch Size: 256, Model: ResNet-50. AVX-512 512b DP was the fastest.

👁 TensorFlow benchmark with settings of Device: CPU, Batch Size: 512, Model: ResNet-50. AVX-512 512b DP was the fastest.

The 512-bit data path was helping AI workloads like TensorFlow and PyTorch.

👁 OpenVINO benchmark with settings of Model: Face Detection FP16-INT8, Device: CPU. AVX-512 512b DP was the fastest.

👁 OpenVINO benchmark with settings of Model: Face Detection FP16-INT8, Device: CPU. AVX-512 512b DP was the fastest.

👁 OpenVINO benchmark with settings of Model: Age Gender Recognition Retail 0013 FP16-INT8, Device: CPU. AVX-512 512b DP was the fastest.

👁 OpenVINO benchmark with settings of Model: Age Gender Recognition Retail 0013 FP16-INT8, Device: CPU. AVX-512 512b DP was the fastest.

👁 OpenVINO benchmark with settings of Model: Person Detection FP16, Device: CPU. AVX-512 512b DP was the fastest.

👁 OpenVINO benchmark with settings of Model: Person Detection FP16, Device: CPU. AVX-512 512b DP was the fastest.

👁 OpenVINO benchmark with settings of Model: Weld Porosity Detection FP16-INT8, Device: CPU. AVX-512 512b DP was the fastest.

👁 OpenVINO benchmark with settings of Model: Weld Porosity Detection FP16-INT8, Device: CPU. AVX-512 512b DP was the fastest.

👁 OpenVINO benchmark with settings of Model: Vehicle Detection FP16-INT8, Device: CPU. AVX-512 512b DP was the fastest.

👁 OpenVINO benchmark with settings of Model: Vehicle Detection FP16-INT8, Device: CPU. AVX-512 512b DP was the fastest.

👁 OpenVINO benchmark with settings of Model: Person Vehicle Bike Detection FP16, Device: CPU. AVX-512 512b DP was the fastest.

👁 OpenVINO benchmark with settings of Model: Person Vehicle Bike Detection FP16, Device: CPU. AVX-512 512b DP was the fastest.

👁 OpenVINO benchmark with settings of Model: Machine Translation EN To DE FP16, Device: CPU. AVX-512 512b DP was the fastest.

👁 OpenVINO benchmark with settings of Model: Machine Translation EN To DE FP16, Device: CPU. AVX-512 512b DP was the fastest.

👁 OpenVINO benchmark with settings of Model: Handwritten English Recognition FP16-INT8, Device: CPU. AVX-512 512b DP was the fastest.

👁 OpenVINO benchmark with settings of Model: Handwritten English Recognition FP16-INT8, Device: CPU. AVX-512 512b DP was the fastest.

👁 OpenVINO benchmark with settings of Model: Person Re-Identification Retail FP16, Device: CPU. AVX-512 512b DP was the fastest.

👁 OpenVINO benchmark with settings of Model: Person Re-Identification Retail FP16, Device: CPU. AVX-512 512b DP was the fastest.

With the OpenVINO AI toolkit were very clear benefits from having the 512-bit data path on Zen 5 with the 5th Gen AMD EPYC processors. Great performance and great power efficiency with this AVX-512 support on the AMD EPYC 9755 128-core processor.

21 Comments - Next Page

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