Geekbench ML Score

2205
ONNX DirectML Inference Score
Geekbench ML 0.6.0 for Windows AArch64

Result Information

Upload Date November 16 2024 08:54 AM
Views 4

System Information

System Information
Operating System Microsoft Windows 11 Home (64-bit)
Model Microsoft Corporation Microsoft Surface Laptop, 7th Edition
Motherboard Microsoft Corporation Microsoft Surface Laptop, 7th Edition
Power PlanAusbalanciert
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 16.00 GB
Inference Information
Framework ONNX
Backend DirectML
Device Qualcomm(R) Adreno(TM) X1-85 GPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 1145
214.2 IPS
 
Image Classification (F16)
100% 1178
220.5 IPS
 
Image Classification (I8)
100% 993
185.9 IPS
 
Image Segmentation (F32)
100% 1521
25.4 IPS
 
Image Segmentation (F16)
100% 1509
25.2 IPS
 
Image Segmentation (I8)
98% 1294
21.6 IPS
 
Pose Estimation (F32)
100% 8203
9.93 IPS
 
Pose Estimation (F16)
100% 7732
9.36 IPS
 
Pose Estimation (I8)
100% 8323
10.1 IPS
 
Object Detection (F32)
100% 1238
92.4 IPS
 
Object Detection (F16)
100% 1212
90.5 IPS
 
Object Detection (I8)
71% 1092
81.5 IPS
 
Face Detection (F32)
100% 2841
33.8 IPS
 
Face Detection (F16)
100% 2701
32.1 IPS
 
Face Detection (I8)
93% 2242
26.7 IPS
 
Depth Estimation (F32)
100% 5454
42.3 IPS
 
Depth Estimation (F16)
100% 5408
41.9 IPS
 
Depth Estimation (I8)
94% 4573
35.5 IPS
 
Style Transfer (F32)
100% 12902
17.0 IPS
 
Style Transfer (F16)
100% 13131
17.3 IPS
 
Style Transfer (I8)
98% 12109
15.9 IPS
 
Image Super-Resolution (F32)
100% 4969
177.5 IPS
 
Image Super-Resolution (F16)
100% 4679
167.1 IPS
 
Image Super-Resolution (I8)
99% 3509
125.3 IPS
 
Text Classification (F32)
100% 295
423.9 IPS
 
Text Classification (F16)
100% 293
421.7 IPS
 
Text Classification (I8)
98% 227
326.0 IPS
 
Machine Translation (F32)
100% 1061
19.5 IPS
 
Machine Translation (F16)
100% 1068
19.6 IPS
 
Machine Translation (I8)
65% 678
12.5 IPS
 

Compare

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