Geekbench ML Score

565
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date January 26 2024 09:18 AM
Views 1

System Information

System Information
Operating System Android 14
Model Samsung Galaxy S22
Model IDsamsung SM-S901E
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 7.06 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 269
50.3 IPS
 
Image Classification (F16)
100% 272
50.9 IPS
 
Image Classification (I8)
97% 443
82.8 IPS
 
Image Segmentation (F32)
100% 380
6.34 IPS
 
Image Segmentation (F16)
100% 386
6.45 IPS
 
Image Segmentation (I8)
98% 409
6.83 IPS
 
Pose Estimation (F32)
100% 602
0.73 IPS
 
Pose Estimation (F16)
100% 586
0.71 IPS
 
Pose Estimation (I8)
100% 1675
2.03 IPS
 
Object Detection (F32)
100% 217
16.2 IPS
 
Object Detection (F16)
100% 252
18.8 IPS
 
Object Detection (I8)
61% 580
43.3 IPS
 
Face Detection (F32)
100% 630
7.49 IPS
 
Face Detection (F16)
100% 628
7.47 IPS
 
Face Detection (I8)
86% 965
11.5 IPS
 
Depth Estimation (F32)
100% 692
5.37 IPS
 
Depth Estimation (F16)
100% 669
5.19 IPS
 
Depth Estimation (I8)
95% 1314
10.2 IPS
 
Style Transfer (F32)
100% 1372
1.80 IPS
 
Style Transfer (F16)
100% 1379
1.81 IPS
 
Style Transfer (I8)
98% 2856
3.76 IPS
 
Image Super-Resolution (F32)
100% 438
15.7 IPS
 
Image Super-Resolution (F16)
100% 431
15.4 IPS
 
Image Super-Resolution (I8)
98% 1134
40.5 IPS
 
Text Classification (F32)
100% 397
571.1 IPS
 
Text Classification (F16)
100% 394
566.7 IPS
 
Text Classification (I8)
92% 272
390.9 IPS
 
Machine Translation (F32)
100% 585
10.8 IPS
 
Machine Translation (F16)
100% 582
10.7 IPS
 
Machine Translation (I8)
64% 270
4.96 IPS
 

Compare

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