Geekbench ML Score

313
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date July 18 2024 09:01 PM
Views 1

System Information

System Information
Operating System Android 13
Model Samsung Galaxy S20
Model IDsamsung SM-G980F
Motherboard exynos990
Governorenergy_step
CPU Information
Name ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 83 architecture 8 variant 1 part 4 revision 0
Base Frequency 2.00 GHz
Cluster 14 Cores @ 2.00 GHz
Cluster 22 Cores @ 2.50 GHz
Cluster 32 Cores @ 2.73 GHz
Memory Information
Size 7.27 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 171
31.9 IPS
 
Image Classification (F16)
100% 170
31.9 IPS
 
Image Classification (I8)
97% 235
43.9 IPS
 
Image Segmentation (F32)
100% 202
3.38 IPS
 
Image Segmentation (F16)
100% 175
2.92 IPS
 
Image Segmentation (I8)
98% 226
3.78 IPS
 
Pose Estimation (F32)
100% 489
0.59 IPS
 
Pose Estimation (F16)
100% 490
0.59 IPS
 
Pose Estimation (I8)
100% 1896
2.30 IPS
 
Object Detection (F32)
100% 127
9.50 IPS
 
Object Detection (F16)
100% 141
10.5 IPS
 
Object Detection (I8)
61% 148
11.0 IPS
 
Face Detection (F32)
100% 294
3.49 IPS
 
Face Detection (F16)
100% 297
3.54 IPS
 
Face Detection (I8)
86% 335
3.98 IPS
 
Depth Estimation (F32)
100% 355
2.75 IPS
 
Depth Estimation (F16)
100% 376
2.92 IPS
 
Depth Estimation (I8)
95% 434
3.37 IPS
 
Style Transfer (F32)
100% 915
1.20 IPS
 
Style Transfer (F16)
100% 920
1.21 IPS
 
Style Transfer (I8)
98% 1918
2.52 IPS
 
Image Super-Resolution (F32)
100% 222
7.93 IPS
 
Image Super-Resolution (F16)
100% 187
6.68 IPS
 
Image Super-Resolution (I8)
98% 825
29.5 IPS
 
Text Classification (F32)
100% 253
364.3 IPS
 
Text Classification (F16)
100% 265
381.3 IPS
 
Text Classification (I8)
92% 275
394.6 IPS
 
Machine Translation (F32)
100% 338
6.21 IPS
 
Machine Translation (F16)
100% 321
5.91 IPS
 
Machine Translation (I8)
64% 63
1.15 IPS
 

Compare

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