Geekbench ML Score

2333
ONNX DirectML Inference Score
Geekbench ML 0.6.0 for Windows AArch64

Result Information

Upload Date August 16 2024 11:22 AM
Views 2

System Information

System Information
Operating System Microsoft Windows 11 Home (64-bit)
Model ASUSTeK COMPUTER INC. ASUS Vivobook S 15 S5507QA_S5507QAD
Motherboard ASUSTeK COMPUTER INC. S5507QAD
Power PlanEquilibrado
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 Qualcomm(R) Adreno(TM) X1-85 GPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 1484
277.6 IPS
 
Image Classification (F16)
100% 1494
279.5 IPS
 
Image Classification (I8)
100% 1229
230.0 IPS
 
Image Segmentation (F32)
100% 1689
28.2 IPS
 
Image Segmentation (F16)
100% 1676
28.0 IPS
 
Image Segmentation (I8)
98% 1481
24.7 IPS
 
Pose Estimation (F32)
100% 9276
11.2 IPS
 
Pose Estimation (F16)
100% 9524
11.5 IPS
 
Pose Estimation (I8)
100% 8601
10.4 IPS
 
Object Detection (F32)
100% 1212
90.5 IPS
 
Object Detection (F16)
100% 1211
90.4 IPS
 
Object Detection (I8)
71% 1073
80.1 IPS
 
Face Detection (F32)
100% 2844
33.8 IPS
 
Face Detection (F16)
100% 2811
33.4 IPS
 
Face Detection (I8)
93% 2303
27.4 IPS
 
Depth Estimation (F32)
100% 5496
42.6 IPS
 
Depth Estimation (F16)
100% 5422
42.0 IPS
 
Depth Estimation (I8)
94% 4513
35.0 IPS
 
Style Transfer (F32)
100% 13222
17.4 IPS
 
Style Transfer (F16)
100% 12957
17.0 IPS
 
Style Transfer (I8)
98% 11927
15.7 IPS
 
Image Super-Resolution (F32)
100% 4913
175.5 IPS
 
Image Super-Resolution (F16)
100% 4883
174.4 IPS
 
Image Super-Resolution (I8)
99% 3495
124.8 IPS
 
Text Classification (F32)
100% 303
435.7 IPS
 
Text Classification (F16)
100% 297
427.3 IPS
 
Text Classification (I8)
98% 257
368.7 IPS
 
Machine Translation (F32)
100% 1085
20.0 IPS
 
Machine Translation (F16)
100% 1085
20.0 IPS
 
Machine Translation (I8)
65% 694
12.8 IPS
 

Compare

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