Geekbench ML Score

2182
ONNX DirectML Inference Score
Geekbench ML 0.6.0 for Windows AArch64

Result Information

Upload Date January 22 2025 06:30 AM
Views 4

System Information

System Information
Operating System Microsoft Windows 11 Pro (64-bit)
Model Microsoft Corporation Microsoft Surface Pro, 11th Edition
Motherboard Microsoft Corporation Microsoft Surface Pro, 11th Edition
Power PlanBalanced
CPU Information
Name Snapdragon(R) X 12-core X1E80100 @ 3.40 GHz
Topology 1 Processor, 12 Cores
Identifier ARMv8 (64-bit) Family 8 Model 1 Revision 201
Base Frequency 3.42 GHz
Cluster 18 Cores
Cluster 24 Cores
Memory Information
Size 32.00 GB
Inference Information
Framework ONNX
Backend DirectML
Device Qualcomm(R) Adreno(TM) X1-85 GPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 1320
246.9 IPS
 
Image Classification (F16)
100% 1160
217.1 IPS
 
Image Classification (I8)
100% 919
172.0 IPS
 
Image Segmentation (F32)
100% 1697
28.3 IPS
 
Image Segmentation (F16)
100% 1757
29.3 IPS
 
Image Segmentation (I8)
98% 1462
24.4 IPS
 
Pose Estimation (F32)
100% 9707
11.8 IPS
 
Pose Estimation (F16)
100% 9568
11.6 IPS
 
Pose Estimation (I8)
100% 8596
10.4 IPS
 
Object Detection (F32)
100% 1131
84.4 IPS
 
Object Detection (F16)
100% 1249
93.3 IPS
 
Object Detection (I8)
71% 1017
75.9 IPS
 
Face Detection (F32)
100% 2406
28.6 IPS
 
Face Detection (F16)
100% 2290
27.2 IPS
 
Face Detection (I8)
93% 1973
23.5 IPS
 
Depth Estimation (F32)
100% 5314
41.2 IPS
 
Depth Estimation (F16)
100% 5334
41.4 IPS
 
Depth Estimation (I8)
94% 4478
34.7 IPS
 
Style Transfer (F32)
100% 12679
16.7 IPS
 
Style Transfer (F16)
100% 12738
16.8 IPS
 
Style Transfer (I8)
98% 11786
15.5 IPS
 
Image Super-Resolution (F32)
100% 4949
176.7 IPS
 
Image Super-Resolution (F16)
100% 4857
173.4 IPS
 
Image Super-Resolution (I8)
99% 3624
129.4 IPS
 
Text Classification (F32)
100% 241
346.5 IPS
 
Text Classification (F16)
100% 269
386.0 IPS
 
Text Classification (I8)
98% 204
293.8 IPS
 
Machine Translation (F32)
100% 1021
18.8 IPS
 
Machine Translation (F16)
100% 1053
19.4 IPS
 
Machine Translation (I8)
65% 645
11.9 IPS
 

Compare

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