Geekbench ML Score

641
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date September 18 2024 08:58 PM
Views 3

System Information

System Information
Operating System Android 14
Model Samsung Galaxy S22 Ultra
Model IDsamsung SM-S908W
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 10.95 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 267
50.0 IPS
 
Image Classification (F16)
100% 295
55.2 IPS
 
Image Classification (I8)
97% 538
100.7 IPS
 
Image Segmentation (F32)
100% 422
7.06 IPS
 
Image Segmentation (F16)
100% 432
7.22 IPS
 
Image Segmentation (I8)
98% 597
9.98 IPS
 
Pose Estimation (F32)
100% 684
0.83 IPS
 
Pose Estimation (F16)
100% 653
0.79 IPS
 
Pose Estimation (I8)
100% 2502
3.03 IPS
 
Object Detection (F32)
100% 312
23.3 IPS
 
Object Detection (F16)
100% 309
23.1 IPS
 
Object Detection (I8)
61% 653
48.7 IPS
 
Face Detection (F32)
100% 702
8.35 IPS
 
Face Detection (F16)
100% 720
8.56 IPS
 
Face Detection (I8)
86% 1345
16.0 IPS
 
Depth Estimation (F32)
100% 733
5.68 IPS
 
Depth Estimation (F16)
100% 715
5.55 IPS
 
Depth Estimation (I8)
95% 1374
10.7 IPS
 
Style Transfer (F32)
100% 1323
1.74 IPS
 
Style Transfer (F16)
100% 1285
1.69 IPS
 
Style Transfer (I8)
98% 2906
3.82 IPS
 
Image Super-Resolution (F32)
100% 452
16.1 IPS
 
Image Super-Resolution (F16)
100% 445
15.9 IPS
 
Image Super-Resolution (I8)
98% 1224
43.7 IPS
 
Text Classification (F32)
100% 410
589.3 IPS
 
Text Classification (F16)
100% 426
612.0 IPS
 
Text Classification (I8)
92% 314
451.8 IPS
 
Machine Translation (F32)
100% 676
12.4 IPS
 
Machine Translation (F16)
100% 680
12.5 IPS
 
Machine Translation (I8)
64% 331
6.09 IPS
 

Compare

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