Geekbench ML Score

1920
ONNX DirectML Inference Score
Geekbench ML 0.6.0 for Windows AArch64

Result Information

Upload Date August 15 2024 06:37 PM
Views 2

System Information

System Information
Operating System Microsoft Windows 11 Pro (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 12-core X1E80100 @ 3.40 GHz
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 - X1E80100 - Qualcomm(R) Adreno(TM) GPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 1056
197.5 IPS
 
Image Classification (F16)
100% 1020
190.8 IPS
 
Image Classification (I8)
100% 828
154.9 IPS
 
Image Segmentation (F32)
100% 1476
24.7 IPS
 
Image Segmentation (F16)
100% 1439
24.0 IPS
 
Image Segmentation (I8)
98% 1374
22.9 IPS
 
Pose Estimation (F32)
100% 8447
10.2 IPS
 
Pose Estimation (F16)
100% 8614
10.4 IPS
 
Pose Estimation (I8)
100% 7512
9.10 IPS
 
Object Detection (F32)
100% 916
68.4 IPS
 
Object Detection (F16)
100% 802
59.8 IPS
 
Object Detection (I8)
71% 751
56.0 IPS
 
Face Detection (F32)
100% 2191
26.1 IPS
 
Face Detection (F16)
100% 2191
26.1 IPS
 
Face Detection (I8)
93% 1902
22.6 IPS
 
Depth Estimation (F32)
100% 5001
38.8 IPS
 
Depth Estimation (F16)
100% 5037
39.1 IPS
 
Depth Estimation (I8)
94% 4260
33.0 IPS
 
Style Transfer (F32)
100% 12840
16.9 IPS
 
Style Transfer (F16)
100% 12108
15.9 IPS
 
Style Transfer (I8)
98% 11035
14.5 IPS
 
Image Super-Resolution (F32)
100% 4941
176.5 IPS
 
Image Super-Resolution (F16)
100% 4907
175.3 IPS
 
Image Super-Resolution (I8)
99% 3368
120.3 IPS
 
Text Classification (F32)
100% 218
313.6 IPS
 
Text Classification (F16)
100% 203
291.9 IPS
 
Text Classification (I8)
98% 202
289.6 IPS
 
Machine Translation (F32)
100% 782
14.4 IPS
 
Machine Translation (F16)
100% 793
14.6 IPS
 
Machine Translation (I8)
65% 529
9.74 IPS
 

Compare

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