Geekbench ML Score

1561
ONNX DirectML Inference Score
Geekbench ML 0.6.0 for Windows AArch64

Result Information

Upload Date November 04 2024 06:09 PM
Views 3

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% 1055
197.4 IPS
 
Image Classification (F16)
100% 1053
197.0 IPS
 
Image Classification (I8)
100% 803
150.3 IPS
 
Image Segmentation (F32)
100% 1223
20.4 IPS
 
Image Segmentation (F16)
100% 1248
20.8 IPS
 
Image Segmentation (I8)
98% 983
16.4 IPS
 
Pose Estimation (F32)
100% 6481
7.85 IPS
 
Pose Estimation (F16)
100% 6501
7.87 IPS
 
Pose Estimation (I8)
100% 5602
6.78 IPS
 
Object Detection (F32)
100% 673
50.2 IPS
 
Object Detection (F16)
100% 675
50.4 IPS
 
Object Detection (I8)
71% 587
43.8 IPS
 
Face Detection (F32)
100% 2235
26.6 IPS
 
Face Detection (F16)
100% 2257
26.8 IPS
 
Face Detection (I8)
93% 1563
18.6 IPS
 
Depth Estimation (F32)
100% 4039
31.3 IPS
 
Depth Estimation (F16)
100% 4055
31.5 IPS
 
Depth Estimation (I8)
94% 3205
24.9 IPS
 
Style Transfer (F32)
100% 6322
8.32 IPS
 
Style Transfer (F16)
100% 6271
8.25 IPS
 
Style Transfer (I8)
98% 5695
7.49 IPS
 
Image Super-Resolution (F32)
100% 3004
107.3 IPS
 
Image Super-Resolution (F16)
100% 2885
103.0 IPS
 
Image Super-Resolution (I8)
99% 2096
74.9 IPS
 
Text Classification (F32)
100% 274
393.4 IPS
 
Text Classification (F16)
100% 250
359.4 IPS
 
Text Classification (I8)
98% 217
312.3 IPS
 
Machine Translation (F32)
100% 801
14.7 IPS
 
Machine Translation (F16)
100% 811
14.9 IPS
 
Machine Translation (I8)
48% 462
8.51 IPS
 

Compare

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