Geekbench ML Score

1560
ONNX DirectML Inference Score
Geekbench ML 0.6.0 for Windows AArch64

Result Information

Upload Date November 04 2024 06:04 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% 1041
194.9 IPS
 
Image Classification (F16)
100% 1046
195.7 IPS
 
Image Classification (I8)
100% 802
150.0 IPS
 
Image Segmentation (F32)
100% 1222
20.4 IPS
 
Image Segmentation (F16)
100% 1207
20.2 IPS
 
Image Segmentation (I8)
98% 976
16.3 IPS
 
Pose Estimation (F32)
100% 6427
7.78 IPS
 
Pose Estimation (F16)
100% 6342
7.68 IPS
 
Pose Estimation (I8)
100% 5628
6.82 IPS
 
Object Detection (F32)
100% 671
50.1 IPS
 
Object Detection (F16)
100% 670
50.1 IPS
 
Object Detection (I8)
71% 589
44.0 IPS
 
Face Detection (F32)
100% 2240
26.6 IPS
 
Face Detection (F16)
100% 2243
26.7 IPS
 
Face Detection (I8)
93% 1561
18.6 IPS
 
Depth Estimation (F32)
100% 4064
31.5 IPS
 
Depth Estimation (F16)
100% 4078
31.6 IPS
 
Depth Estimation (I8)
94% 3216
24.9 IPS
 
Style Transfer (F32)
100% 6301
8.29 IPS
 
Style Transfer (F16)
100% 6301
8.29 IPS
 
Style Transfer (I8)
98% 5699
7.50 IPS
 
Image Super-Resolution (F32)
100% 3001
107.2 IPS
 
Image Super-Resolution (F16)
100% 3032
108.3 IPS
 
Image Super-Resolution (I8)
99% 2086
74.5 IPS
 
Text Classification (F32)
100% 272
391.3 IPS
 
Text Classification (F16)
100% 273
393.0 IPS
 
Text Classification (I8)
98% 211
303.4 IPS
 
Machine Translation (F32)
100% 804
14.8 IPS
 
Machine Translation (F16)
100% 801
14.7 IPS
 
Machine Translation (I8)
48% 457
8.42 IPS
 

Compare

Set Baseline Geekbench 6 now available