Geekbench ML Score

2194
ONNX DirectML Inference Score
Geekbench ML 0.6.0 for Windows AArch64

Result Information

Upload Date August 17 2024 12:29 AM
Views 1

System Information

System Information
Operating System Microsoft Windows 11 Home (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 16.00 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% 1255
234.9 IPS
 
Image Classification (F16)
100% 1291
241.5 IPS
 
Image Classification (I8)
100% 1058
198.1 IPS
 
Image Segmentation (F32)
100% 1554
26.0 IPS
 
Image Segmentation (F16)
100% 1623
27.1 IPS
 
Image Segmentation (I8)
98% 1385
23.1 IPS
 
Pose Estimation (F32)
100% 8549
10.4 IPS
 
Pose Estimation (F16)
100% 8536
10.3 IPS
 
Pose Estimation (I8)
100% 8497
10.3 IPS
 
Object Detection (F32)
100% 1167
87.1 IPS
 
Object Detection (F16)
100% 1171
87.4 IPS
 
Object Detection (I8)
71% 1084
81.0 IPS
 
Face Detection (F32)
100% 2355
28.0 IPS
 
Face Detection (F16)
100% 2349
27.9 IPS
 
Face Detection (I8)
93% 2015
24.0 IPS
 
Depth Estimation (F32)
100% 5208
40.4 IPS
 
Depth Estimation (F16)
100% 5273
40.9 IPS
 
Depth Estimation (I8)
94% 4589
35.6 IPS
 
Style Transfer (F32)
100% 12682
16.7 IPS
 
Style Transfer (F16)
100% 12969
17.1 IPS
 
Style Transfer (I8)
98% 11571
15.2 IPS
 
Image Super-Resolution (F32)
100% 4855
173.4 IPS
 
Image Super-Resolution (F16)
100% 4959
177.1 IPS
 
Image Super-Resolution (I8)
99% 3480
124.3 IPS
 
Text Classification (F32)
100% 265
381.4 IPS
 
Text Classification (F16)
100% 313
449.4 IPS
 
Text Classification (I8)
98% 239
344.0 IPS
 
Machine Translation (F32)
100% 1010
18.6 IPS
 
Machine Translation (F16)
100% 1018
18.7 IPS
 
Machine Translation (I8)
65% 693
12.7 IPS
 

Compare

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