Geekbench ML Score

416
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date March 27 2024 07:22 PM
Views 1

System Information

System Information
Operating System Android 13
Model Samsung Galaxy S21 Ultra 5G
Model IDsamsung SM-G998B
Motherboard exynos2100
Governorenergy_step
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3396 revision 0
Base Frequency 2.21 GHz
Cluster 14 Cores @ 2.21 GHz
Cluster 23 Cores @ 2.81 GHz
Cluster 31 Core @ 2.91 GHz
Memory Information
Size 14.25 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 192
35.9 IPS
 
Image Classification (F16)
100% 186
34.8 IPS
 
Image Classification (I8)
97% 334
62.5 IPS
 
Image Segmentation (F32)
100% 336
5.62 IPS
 
Image Segmentation (F16)
100% 319
5.32 IPS
 
Image Segmentation (I8)
98% 478
7.98 IPS
 
Pose Estimation (F32)
100% 635
0.77 IPS
 
Pose Estimation (F16)
100% 522
0.63 IPS
 
Pose Estimation (I8)
100% 2279
2.76 IPS
 
Object Detection (F32)
100% 152
11.4 IPS
 
Object Detection (F16)
100% 162
12.1 IPS
 
Object Detection (I8)
61% 353
26.4 IPS
 
Face Detection (F32)
100% 372
4.43 IPS
 
Face Detection (F16)
100% 379
4.50 IPS
 
Face Detection (I8)
86% 798
9.49 IPS
 
Depth Estimation (F32)
100% 384
2.98 IPS
 
Depth Estimation (F16)
100% 400
3.10 IPS
 
Depth Estimation (I8)
95% 944
7.32 IPS
 
Style Transfer (F32)
100% 1004
1.32 IPS
 
Style Transfer (F16)
100% 995
1.31 IPS
 
Style Transfer (I8)
98% 2193
2.88 IPS
 
Image Super-Resolution (F32)
100% 290
10.3 IPS
 
Image Super-Resolution (F16)
100% 271
9.69 IPS
 
Image Super-Resolution (I8)
98% 955
34.1 IPS
 
Text Classification (F32)
100% 284
407.8 IPS
 
Text Classification (F16)
100% 264
379.8 IPS
 
Text Classification (I8)
92% 300
431.6 IPS
 
Machine Translation (F32)
100% 298
5.49 IPS
 
Machine Translation (F16)
100% 285
5.25 IPS
 
Machine Translation (I8)
64% 189
3.47 IPS
 

Compare

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