Geekbench ML Score

2325
ONNX DirectML Inference Score
Geekbench ML 0.6.0 for Windows AArch64

Result Information

User andrewillauchmit
Upload Date May 08 2024 08:24 AM
Views 13

System Information

System Information
Operating System Microsoft Windows 11 Pro Insider Preview (64-bit)
Model LENOVO 4810UV0100
Motherboard LENOVO 4810UV0100
Power PlanBalanced
CPU Information
Name Snapdragon X Elite - X1E78100 - Qualcomm Oryon 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 64.00 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% 1421
265.9 IPS
 
Image Classification (F16)
100% 1443
270.1 IPS
 
Image Classification (I8)
100% 1183
221.3 IPS
 
Image Segmentation (F32)
100% 1731
28.9 IPS
 
Image Segmentation (F16)
100% 1686
28.2 IPS
 
Image Segmentation (I8)
98% 1500
25.1 IPS
 
Pose Estimation (F32)
100% 9666
11.7 IPS
 
Pose Estimation (F16)
100% 9450
11.4 IPS
 
Pose Estimation (I8)
100% 8468
10.3 IPS
 
Object Detection (F32)
100% 1209
90.3 IPS
 
Object Detection (F16)
100% 1208
90.2 IPS
 
Object Detection (I8)
71% 1089
81.3 IPS
 
Face Detection (F32)
100% 2897
34.5 IPS
 
Face Detection (F16)
100% 2918
34.7 IPS
 
Face Detection (I8)
93% 2324
27.6 IPS
 
Depth Estimation (F32)
100% 5480
42.5 IPS
 
Depth Estimation (F16)
100% 5413
42.0 IPS
 
Depth Estimation (I8)
94% 4608
35.7 IPS
 
Style Transfer (F32)
100% 12993
17.1 IPS
 
Style Transfer (F16)
100% 12991
17.1 IPS
 
Style Transfer (I8)
98% 12024
15.8 IPS
 
Image Super-Resolution (F32)
100% 4941
176.5 IPS
 
Image Super-Resolution (F16)
100% 4941
176.5 IPS
 
Image Super-Resolution (I8)
99% 3551
126.8 IPS
 
Text Classification (F32)
100% 285
409.5 IPS
 
Text Classification (F16)
100% 300
431.4 IPS
 
Text Classification (I8)
98% 246
353.5 IPS
 
Machine Translation (F32)
100% 1055
19.4 IPS
 
Machine Translation (F16)
100% 1064
19.6 IPS
 
Machine Translation (I8)
65% 678
12.5 IPS
 

Compare

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