Geekbench ML Score

637
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date May 26 2024 05:28 PM
Views 3

System Information

System Information
Operating System Android 14
Model Samsung Galaxy S21 5G
Model IDsamsung SM-G991W
Motherboard lahaina
Governorschedutil
CPU Information
Name ARM SM8350
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3396 revision 0
Base Frequency 1.80 GHz
Cluster 14 Cores @ 1.80 GHz
Cluster 23 Cores @ 2.42 GHz
Cluster 31 Core @ 2.84 GHz
Memory Information
Size 7.19 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 304
56.9 IPS
 
Image Classification (F16)
100% 302
56.6 IPS
 
Image Classification (I8)
97% 718
134.3 IPS
 
Image Segmentation (F32)
100% 388
6.48 IPS
 
Image Segmentation (F16)
100% 384
6.42 IPS
 
Image Segmentation (I8)
98% 562
9.38 IPS
 
Pose Estimation (F32)
100% 671
0.81 IPS
 
Pose Estimation (F16)
100% 646
0.78 IPS
 
Pose Estimation (I8)
100% 1827
2.21 IPS
 
Object Detection (F32)
100% 305
22.8 IPS
 
Object Detection (F16)
100% 301
22.5 IPS
 
Object Detection (I8)
61% 840
62.7 IPS
 
Face Detection (F32)
100% 625
7.43 IPS
 
Face Detection (F16)
100% 672
8.00 IPS
 
Face Detection (I8)
86% 1658
19.7 IPS
 
Depth Estimation (F32)
100% 593
4.60 IPS
 
Depth Estimation (F16)
100% 630
4.88 IPS
 
Depth Estimation (I8)
95% 1708
13.2 IPS
 
Style Transfer (F32)
100% 1226
1.61 IPS
 
Style Transfer (F16)
100% 1234
1.62 IPS
 
Style Transfer (I8)
98% 2986
3.93 IPS
 
Image Super-Resolution (F32)
100% 413
14.7 IPS
 
Image Super-Resolution (F16)
100% 401
14.3 IPS
 
Image Super-Resolution (I8)
98% 1401
50.0 IPS
 
Text Classification (F32)
100% 389
559.0 IPS
 
Text Classification (F16)
100% 376
540.9 IPS
 
Text Classification (I8)
92% 321
460.9 IPS
 
Machine Translation (F32)
100% 727
13.4 IPS
 
Machine Translation (F16)
100% 722
13.3 IPS
 
Machine Translation (I8)
64% 345
6.36 IPS
 

Compare

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