Amazon EC2 g4dn.xlarge Amazon EC2 g4dn.xlarge Difference
Single Precision 8430 8430 100.0%
Amazon EC2 g4dn.xlarge
 
Amazon EC2 g4dn.xlarge
 
Half Precision 13629 13629 100.0%
Amazon EC2 g4dn.xlarge
 
Amazon EC2 g4dn.xlarge
 
Quantized 6146 6146 100.0%
Amazon EC2 g4dn.xlarge
 
Amazon EC2 g4dn.xlarge
 
Geekbench AI 1.1.0 Geekbench AI 1.1.0

System Information

Amazon EC2 g4dn.xlarge Amazon EC2 g4dn.xlarge
AI Framework ONNX ONNX
AI Backend DirectML DirectML
AI Device NVIDIA Tesla T4 NVIDIA Tesla T4
Operating System Microsoft Windows Server 2022 Datacenter (64-bit) Microsoft Windows Server 2022 Datacenter (64-bit)
Model Amazon EC2 g4dn.xlarge Amazon EC2 g4dn.xlarge
Processor Intel Xeon Platinum 8259CL @ 2.50 GHz
1 Processor, 2 Cores, 4 Threads
Intel Xeon Platinum 8259CL @ 2.50 GHz
1 Processor, 2 Cores, 4 Threads
Processor ID GenuineIntel Family 6 Model 85 Stepping 7 GenuineIntel Family 6 Model 85 Stepping 7
Processor Codename
Processor Package
Motherboard Amazon EC2 Amazon EC2
Northbridge
Southbridge
BIOS Amazon EC2 1.0 Amazon EC2 1.0
Memory 16.00 GB 16.00 GB

AI Performance

Amazon EC2 g4dn.xlarge Amazon EC2 g4dn.xlarge Difference
Image Classification (SP) 4012 4012 100.0%
Amazon EC2 g4dn.xlarge
 
Amazon EC2 g4dn.xlarge
 
Image Classification (HP) 6101 6101 100.0%
Amazon EC2 g4dn.xlarge
 
Amazon EC2 g4dn.xlarge
 
Image Classification (Q) 3169 3169 100.0%
Amazon EC2 g4dn.xlarge
 
Amazon EC2 g4dn.xlarge
 
Image Segmentation (SP) 4226 4226 100.0%
Amazon EC2 g4dn.xlarge
 
Amazon EC2 g4dn.xlarge
 
Image Segmentation (HP) 4898 4898 100.0%
Amazon EC2 g4dn.xlarge
 
Amazon EC2 g4dn.xlarge
 
Image Segmentation (Q) 3764 3764 100.0%
Amazon EC2 g4dn.xlarge
 
Amazon EC2 g4dn.xlarge
 
Pose Estimation (SP) 46431 46431 100.0%
Amazon EC2 g4dn.xlarge
 
Amazon EC2 g4dn.xlarge
 
Pose Estimation (HP) 136065 136065 100.0%
Amazon EC2 g4dn.xlarge
 
Amazon EC2 g4dn.xlarge
 
Pose Estimation (Q) 39229 39229 100.0%
Amazon EC2 g4dn.xlarge
 
Amazon EC2 g4dn.xlarge
 
Object Detection (SP) 4618 4618 100.0%
Amazon EC2 g4dn.xlarge
 
Amazon EC2 g4dn.xlarge
 
Object Detection (HP) 7239 7239 100.0%
Amazon EC2 g4dn.xlarge
 
Amazon EC2 g4dn.xlarge
 
Object Detection (Q) 3515 3515 100.0%
Amazon EC2 g4dn.xlarge
 
Amazon EC2 g4dn.xlarge
 
Face Detection (SP) 9039 9039 100.0%
Amazon EC2 g4dn.xlarge
 
Amazon EC2 g4dn.xlarge
 
Face Detection (HP) 12893 12893 100.0%
Amazon EC2 g4dn.xlarge
 
Amazon EC2 g4dn.xlarge
 
Face Detection (Q) 7054 7054 100.0%
Amazon EC2 g4dn.xlarge
 
Amazon EC2 g4dn.xlarge
 
Depth Estimation (SP) 22270 22270 100.0%
Amazon EC2 g4dn.xlarge
 
Amazon EC2 g4dn.xlarge
 
Depth Estimation (HP) 44297 44297 100.0%
Amazon EC2 g4dn.xlarge
 
Amazon EC2 g4dn.xlarge
 
Depth Estimation (Q) 16165 16165 100.0%
Amazon EC2 g4dn.xlarge
 
Amazon EC2 g4dn.xlarge
 
Style Transfer (SP) 83330 83330 100.0%
Amazon EC2 g4dn.xlarge
 
Amazon EC2 g4dn.xlarge
 
Style Transfer (HP) 194945 194945 100.0%
Amazon EC2 g4dn.xlarge
 
Amazon EC2 g4dn.xlarge
 
Style Transfer (Q) 69046 69046 100.0%
Amazon EC2 g4dn.xlarge
 
Amazon EC2 g4dn.xlarge
 
Image Super-Resolution (SP) 16579 16579 100.0%
Amazon EC2 g4dn.xlarge
 
Amazon EC2 g4dn.xlarge
 
Image Super-Resolution (HP) 24743 24743 100.0%
Amazon EC2 g4dn.xlarge
 
Amazon EC2 g4dn.xlarge
 
Image Super-Resolution (Q) 10325 10325 100.0%
Amazon EC2 g4dn.xlarge
 
Amazon EC2 g4dn.xlarge
 
Text Classification (SP) 1142 1142 100.0%
Amazon EC2 g4dn.xlarge
 
Amazon EC2 g4dn.xlarge
 
Text Classification (HP) 1707 1707 100.0%
Amazon EC2 g4dn.xlarge
 
Amazon EC2 g4dn.xlarge
 
Text Classification (Q) 772 772 100.0%
Amazon EC2 g4dn.xlarge
 
Amazon EC2 g4dn.xlarge
 
Machine Translation (SP) 1570 1570 100.0%
Amazon EC2 g4dn.xlarge
 
Amazon EC2 g4dn.xlarge
 
Machine Translation (HP) 1598 1598 100.0%
Amazon EC2 g4dn.xlarge
 
Amazon EC2 g4dn.xlarge
 
Machine Translation (Q) 746 746 100.0%
Amazon EC2 g4dn.xlarge
 
Amazon EC2 g4dn.xlarge