Geekbench ML Score

1563
ONNX DirectML Inference Score
Geekbench ML 0.6.0 for Windows AArch64

Result Information

Upload Date November 04 2024 06:07 PM
Views 2

System Information

System Information
Operating System Microsoft Windows 11 Pro (64-bit)
Model LENOVO 21NH
Motherboard LENOVO LNVNB161216
Power PlanBalanced
CPU Information
Name Snapdragon(R) X Plus - X1P42100 - Qualcomm(R) Oryon(TM) CPU
Topology 1 Processor, 8 Cores
Identifier ARMv8 (64-bit) Family 8 Model 1 Revision 201
Base Frequency 3.42 GHz
Cluster 14 Cores
Cluster 24 Cores
Memory Information
Size 32.00 GB
Inference Information
Framework ONNX
Backend DirectML
Device Qualcomm(R) Adreno(TM) X1-45 GPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 1073
200.8 IPS
 
Image Classification (F16)
100% 1040
194.7 IPS
 
Image Classification (I8)
100% 812
151.9 IPS
 
Image Segmentation (F32)
100% 1229
20.5 IPS
 
Image Segmentation (F16)
100% 1219
20.4 IPS
 
Image Segmentation (I8)
98% 979
16.3 IPS
 
Pose Estimation (F32)
100% 6494
7.86 IPS
 
Pose Estimation (F16)
100% 6486
7.85 IPS
 
Pose Estimation (I8)
100% 5628
6.82 IPS
 
Object Detection (F32)
100% 669
50.0 IPS
 
Object Detection (F16)
100% 674
50.3 IPS
 
Object Detection (I8)
71% 587
43.9 IPS
 
Face Detection (F32)
100% 2210
26.3 IPS
 
Face Detection (F16)
100% 2215
26.3 IPS
 
Face Detection (I8)
93% 1558
18.5 IPS
 
Depth Estimation (F32)
100% 4079
31.6 IPS
 
Depth Estimation (F16)
100% 4047
31.4 IPS
 
Depth Estimation (I8)
94% 3204
24.8 IPS
 
Style Transfer (F32)
100% 6272
8.25 IPS
 
Style Transfer (F16)
100% 6267
8.24 IPS
 
Style Transfer (I8)
98% 5685
7.48 IPS
 
Image Super-Resolution (F32)
100% 3035
108.4 IPS
 
Image Super-Resolution (F16)
100% 3048
108.8 IPS
 
Image Super-Resolution (I8)
99% 2099
75.0 IPS
 
Text Classification (F32)
100% 268
384.6 IPS
 
Text Classification (F16)
100% 270
387.7 IPS
 
Text Classification (I8)
98% 215
309.0 IPS
 
Machine Translation (F32)
100% 806
14.8 IPS
 
Machine Translation (F16)
100% 803
14.8 IPS
 
Machine Translation (I8)
48% 457
8.40 IPS
 

Compare

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