Geekbench ML Score

460
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date January 21 2024 01:09 PM
Views 1

System Information

System Information
Operating System Android 14
Model Samsung Galaxy S22 Ultra
Model IDsamsung SM-S908B
Motherboard s5e9925
Governorenergy_aware
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 2 part 3400 revision 0
Base Frequency 1.82 GHz
Cluster 14 Cores @ 1.82 GHz
Cluster 23 Cores @ 2.52 GHz
Cluster 31 Core @ 2.80 GHz
Memory Information
Size 7.12 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 312
58.4 IPS
 
Image Classification (F16)
100% 340
63.6 IPS
 
Image Classification (I8)
97% 551
103.2 IPS
 
Image Segmentation (F32)
100% 289
4.83 IPS
 
Image Segmentation (F16)
100% 270
4.50 IPS
 
Image Segmentation (I8)
98% 293
4.89 IPS
 
Pose Estimation (F32)
100% 731
0.89 IPS
 
Pose Estimation (F16)
100% 695
0.84 IPS
 
Pose Estimation (I8)
100% 2922
3.54 IPS
 
Object Detection (F32)
100% 177
13.2 IPS
 
Object Detection (F16)
100% 150
11.2 IPS
 
Object Detection (I8)
61% 258
19.2 IPS
 
Face Detection (F32)
100% 383
4.55 IPS
 
Face Detection (F16)
100% 419
4.98 IPS
 
Face Detection (I8)
86% 545
6.48 IPS
 
Depth Estimation (F32)
100% 511
3.96 IPS
 
Depth Estimation (F16)
100% 477
3.70 IPS
 
Depth Estimation (I8)
95% 812
6.30 IPS
 
Style Transfer (F32)
100% 1348
1.77 IPS
 
Style Transfer (F16)
100% 1335
1.76 IPS
 
Style Transfer (I8)
98% 2654
3.49 IPS
 
Image Super-Resolution (F32)
100% 456
16.3 IPS
 
Image Super-Resolution (F16)
100% 576
20.6 IPS
 
Image Super-Resolution (I8)
98% 388
13.9 IPS
 
Text Classification (F32)
100% 484
696.2 IPS
 
Text Classification (F16)
100% 494
709.3 IPS
 
Text Classification (I8)
92% 401
575.8 IPS
 
Machine Translation (F32)
100% 250
4.60 IPS
 
Machine Translation (F16)
100% 314
5.78 IPS
 
Machine Translation (I8)
64% 89
1.65 IPS
 

Compare

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