Geekbench ML Score

658
ONNX DirectML Inference Score
Geekbench ML 0.6.0 for Windows AArch64

Result Information

Upload Date August 26 2024 09:06 AM
Views 2

System Information

System Information
Operating System Microsoft Windows 11 Home (64-bit)
Model SAMSUNG ELECTRONICS CO., LTD. Galaxy Book Go 5G
Motherboard SAMSUNG ELECTRONICS CO., LTD. NP545XLA-KA1TT
Power PlanBalanced
CPU Information
Name Snapdragon (TM) 8cx Gen 2 @ 3.15 GHz
Topology 1 Processor, 8 Cores
Identifier ARMv8 (64-bit) Family 8 Model 805 Revision D0E
Base Frequency 3.15 GHz
Cluster 14 Cores
Cluster 24 Cores
Memory Information
Size 8.00 GB
Inference Information
Framework ONNX
Backend DirectML
Device Qualcomm(R) Adreno(TM) 690 GPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 460
86.0 IPS
 
Image Classification (F16)
100% 461
86.2 IPS
 
Image Classification (I8)
100% 245
45.8 IPS
 
Image Segmentation (F32)
100% 464
7.76 IPS
 
Image Segmentation (F16)
100% 473
7.90 IPS
 
Image Segmentation (I8)
98% 282
4.70 IPS
 
Pose Estimation (F32)
100% 2702
3.27 IPS
 
Pose Estimation (F16)
100% 2690
3.26 IPS
 
Pose Estimation (I8)
100% 1922
2.33 IPS
 
Object Detection (F32)
100% 321
23.9 IPS
 
Object Detection (F16)
100% 322
24.1 IPS
 
Object Detection (I8)
71% 224
16.7 IPS
 
Face Detection (F32)
100% 883
10.5 IPS
 
Face Detection (F16)
100% 869
10.3 IPS
 
Face Detection (I8)
93% 414
4.92 IPS
 
Depth Estimation (F32)
100% 1806
14.0 IPS
 
Depth Estimation (F16)
100% 1811
14.0 IPS
 
Depth Estimation (I8)
94% 1023
7.94 IPS
 
Style Transfer (F32)
100% 3853
5.07 IPS
 
Style Transfer (F16)
100% 3840
5.05 IPS
 
Style Transfer (I8)
98% 2754
3.62 IPS
 
Image Super-Resolution (F32)
100% 1432
51.1 IPS
 
Image Super-Resolution (F16)
100% 1416
50.6 IPS
 
Image Super-Resolution (I8)
99% 615
22.0 IPS
 
Text Classification (F32)
100% 160
230.0 IPS
 
Text Classification (F16)
100% 159
229.0 IPS
 
Text Classification (I8)
98% 92
132.3 IPS
 
Machine Translation (F32)
100% 402
7.40 IPS
 
Machine Translation (F16)
100% 402
7.40 IPS
 
Machine Translation (I8)
65% 170
3.12 IPS
 

Compare

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