Geekbench ML Score

2324
ONNX DirectML Inference Score
Geekbench ML 0.6.0 for Windows AArch64

Result Information

Upload Date July 27 2024 02:12 AM
Views 4

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% 1449
271.2 IPS
 
Image Classification (F16)
100% 1468
274.7 IPS
 
Image Classification (I8)
100% 1202
225.0 IPS
 
Image Segmentation (F32)
100% 1710
28.6 IPS
 
Image Segmentation (F16)
100% 1728
28.9 IPS
 
Image Segmentation (I8)
98% 1484
24.8 IPS
 
Pose Estimation (F32)
100% 9388
11.4 IPS
 
Pose Estimation (F16)
100% 9400
11.4 IPS
 
Pose Estimation (I8)
100% 8463
10.2 IPS
 
Object Detection (F32)
100% 1213
90.5 IPS
 
Object Detection (F16)
100% 1203
89.8 IPS
 
Object Detection (I8)
71% 1087
81.1 IPS
 
Face Detection (F32)
100% 2872
34.1 IPS
 
Face Detection (F16)
100% 2854
33.9 IPS
 
Face Detection (I8)
93% 2239
26.6 IPS
 
Depth Estimation (F32)
100% 5387
41.8 IPS
 
Depth Estimation (F16)
100% 5450
42.3 IPS
 
Depth Estimation (I8)
94% 4607
35.7 IPS
 
Style Transfer (F32)
100% 13143
17.3 IPS
 
Style Transfer (F16)
100% 13032
17.1 IPS
 
Style Transfer (I8)
98% 11832
15.6 IPS
 
Image Super-Resolution (F32)
100% 4943
176.5 IPS
 
Image Super-Resolution (F16)
100% 4967
177.4 IPS
 
Image Super-Resolution (I8)
99% 3576
127.7 IPS
 
Text Classification (F32)
100% 290
416.4 IPS
 
Text Classification (F16)
100% 294
422.1 IPS
 
Text Classification (I8)
98% 246
353.6 IPS
 
Machine Translation (F32)
100% 1071
19.7 IPS
 
Machine Translation (F16)
100% 1070
19.7 IPS
 
Machine Translation (I8)
65% 695
12.8 IPS
 

Compare

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