Geekbench ML Score

1993
ONNX DirectML Inference Score
Geekbench ML 0.6.0 for Windows AArch64

Result Information

Upload Date July 10 2024 08:09 PM
Views 2

System Information

System Information
Operating System Microsoft Windows 11 Home (64-bit)
Model Microsoft Corporation Microsoft Surface Laptop, 7th Edition
Motherboard Microsoft Corporation Microsoft Surface Laptop, 7th Edition
Power PlanBalanced
CPU Information
Name Snapdragon(R) X 10-core X1P64100 @ 3.40 GHz
Topology 1 Processor, 10 Cores
Identifier ARMv8 (64-bit) Family 8 Model 1 Revision 201
Base Frequency 3.42 GHz
Cluster 16 Cores
Cluster 24 Cores
Memory Information
Size 16.00 GB
Inference Information
Framework ONNX
Backend DirectML
Device Snapdragon(R) X Plus - X1P64100 - Qualcomm(R) Adreno(TM) GPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 1401
262.2 IPS
 
Image Classification (F16)
100% 1359
254.3 IPS
 
Image Classification (I8)
100% 1109
207.5 IPS
 
Image Segmentation (F32)
100% 1349
22.5 IPS
 
Image Segmentation (F16)
100% 1367
22.8 IPS
 
Image Segmentation (I8)
98% 1204
20.1 IPS
 
Pose Estimation (F32)
100% 8626
10.4 IPS
 
Pose Estimation (F16)
100% 9000
10.9 IPS
 
Pose Estimation (I8)
100% 7677
9.30 IPS
 
Object Detection (F32)
100% 1069
79.8 IPS
 
Object Detection (F16)
100% 1037
77.4 IPS
 
Object Detection (I8)
71% 935
69.8 IPS
 
Face Detection (F32)
100% 2225
26.5 IPS
 
Face Detection (F16)
100% 2204
26.2 IPS
 
Face Detection (I8)
93% 1930
22.9 IPS
 
Depth Estimation (F32)
100% 4872
37.8 IPS
 
Depth Estimation (F16)
100% 5011
38.9 IPS
 
Depth Estimation (I8)
94% 4294
33.3 IPS
 
Style Transfer (F32)
100% 11951
15.7 IPS
 
Style Transfer (F16)
100% 12233
16.1 IPS
 
Style Transfer (I8)
98% 11029
14.5 IPS
 
Image Super-Resolution (F32)
100% 4748
169.6 IPS
 
Image Super-Resolution (F16)
100% 4695
167.7 IPS
 
Image Super-Resolution (I8)
99% 3300
117.9 IPS
 
Text Classification (F32)
100% 237
341.1 IPS
 
Text Classification (F16)
100% 168
241.2 IPS
 
Text Classification (I8)
98% 201
288.4 IPS
 
Machine Translation (F32)
100% 805
14.8 IPS
 
Machine Translation (F16)
100% 814
15.0 IPS
 
Machine Translation (I8)
65% 544
10.0 IPS
 

Compare

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