Geekbench ML Score

2317
ONNX DirectML Inference Score
Geekbench ML 0.6.0 for Windows AArch64

Result Information

Upload Date July 27 2024 01:54 AM
Views 2

System Information

System Information
Operating System Microsoft Windows 11 Pro (64-bit)
Model LENOVO 83ED
Motherboard LENOVO LNVNB161216
Power PlanBalanced
CPU Information
Name Snapdragon(R) X Elite - X1E78100 - Qualcomm(R) Oryon(TM) CPU
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 Snapdragon(R) X Elite - X1E78100 - Qualcomm(R) Adreno(TM) GPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 1457
272.6 IPS
 
Image Classification (F16)
100% 1450
271.2 IPS
 
Image Classification (I8)
100% 1186
221.9 IPS
 
Image Segmentation (F32)
100% 1698
28.4 IPS
 
Image Segmentation (F16)
100% 1716
28.7 IPS
 
Image Segmentation (I8)
98% 1469
24.5 IPS
 
Pose Estimation (F32)
100% 9217
11.2 IPS
 
Pose Estimation (F16)
100% 9398
11.4 IPS
 
Pose Estimation (I8)
100% 8507
10.3 IPS
 
Object Detection (F32)
100% 1213
90.6 IPS
 
Object Detection (F16)
100% 1188
88.7 IPS
 
Object Detection (I8)
71% 1084
80.9 IPS
 
Face Detection (F32)
100% 2850
33.9 IPS
 
Face Detection (F16)
100% 2878
34.2 IPS
 
Face Detection (I8)
93% 2323
27.6 IPS
 
Depth Estimation (F32)
100% 5412
42.0 IPS
 
Depth Estimation (F16)
100% 5467
42.4 IPS
 
Depth Estimation (I8)
94% 4591
35.6 IPS
 
Style Transfer (F32)
100% 12899
17.0 IPS
 
Style Transfer (F16)
100% 12886
17.0 IPS
 
Style Transfer (I8)
98% 11868
15.6 IPS
 
Image Super-Resolution (F32)
100% 5000
178.6 IPS
 
Image Super-Resolution (F16)
100% 4915
175.5 IPS
 
Image Super-Resolution (I8)
99% 3552
126.9 IPS
 
Text Classification (F32)
100% 293
421.3 IPS
 
Text Classification (F16)
100% 290
417.1 IPS
 
Text Classification (I8)
98% 238
341.9 IPS
 
Machine Translation (F32)
100% 1072
19.7 IPS
 
Machine Translation (F16)
100% 1081
19.9 IPS
 
Machine Translation (I8)
65% 689
12.7 IPS
 

Compare

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