Geekbench ML Score

487
TensorFlow Lite GPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date January 11 2024 05:17 AM
Views 1

System Information

System Information
Operating System Android 13
Model Samsung Galaxy Tab S8
Model IDsamsung SM-X700
Motherboard taro
Governorwalt
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 2 part 3400 revision 0
Base Frequency 1.78 GHz
Cluster 14 Cores @ 1.79 GHz
Cluster 23 Cores @ 2.50 GHz
Cluster 31 Core @ 3.00 GHz
Memory Information
Size 7.13 GB
Inference Information
Framework TensorFlow Lite
Backend GPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 234
43.7 IPS
 
Image Classification (F16)
100% 530
99.1 IPS
 
Image Classification (I8)
97% 454
85.0 IPS
 
Image Segmentation (F32)
100% 583
9.74 IPS
 
Image Segmentation (F16)
100% 913
15.3 IPS
 
Image Segmentation (I8)
98% 845
14.1 IPS
 
Pose Estimation (F32)
100% 487
0.59 IPS
 
Pose Estimation (F16)
100% 691
0.84 IPS
 
Pose Estimation (I8)
100% 682
0.83 IPS
 
Object Detection (F32)
100% 165
12.3 IPS
 
Object Detection (F16)
100% 248
18.5 IPS
 
Object Detection (I8)
62% 244
18.2 IPS
 
Face Detection (F32)
100% 777
9.24 IPS
 
Face Detection (F16)
97% 1210
14.4 IPS
 
Face Detection (I8)
87% 1076
12.8 IPS
 
Depth Estimation (F32)
100% 523
4.06 IPS
 
Depth Estimation (F16)
100% 1131
8.77 IPS
 
Depth Estimation (I8)
95% 1165
9.04 IPS
 
Style Transfer (F32)
100% 1213
1.60 IPS
 
Style Transfer (F16)
100% 2591
3.41 IPS
 
Style Transfer (I8)
98% 2689
3.54 IPS
 
Image Super-Resolution (F32)
100% 195
6.96 IPS
 
Image Super-Resolution (F16)
100% 272
9.70 IPS
 
Image Super-Resolution (I8)
98% 264
9.41 IPS
 
Text Classification (F32)
100% 134
192.0 IPS
 
Text Classification (F16)
100% 134
192.6 IPS
 
Text Classification (I8)
92% 243
349.8 IPS
 
Machine Translation (F32)
100% 262
4.82 IPS
 
Machine Translation (F16)
100% 263
4.84 IPS
 
Machine Translation (I8)
64% 308
5.66 IPS
 

Compare

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