Geekbench ML Score

656
TensorFlow Lite GPU Inference Score
Geekbench ML 0.6.0 Corporate for Android AArch64

Result Information

Upload Date December 08 2023 03:46 PM
Views 3

System Information

System Information
Operating System Android 13
Model Samsung Galaxy S22
Model IDsamsung SM-S901W
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 GPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 304
56.9 IPS
 
Image Classification (F16)
100% 344
64.3 IPS
 
Image Classification (I8)
97% 411
77.0 IPS
 
Image Segmentation (F32)
100% 722
12.1 IPS
 
Image Segmentation (F16)
100% 969
16.2 IPS
 
Image Segmentation (I8)
98% 866
14.5 IPS
 
Pose Estimation (F32)
100% 660
0.80 IPS
 
Pose Estimation (F16)
100% 1117
1.35 IPS
 
Pose Estimation (I8)
100% 1176
1.42 IPS
 
Object Detection (F32)
100% 87
6.46 IPS
 
Object Detection (F16)
100% 100
7.44 IPS
 
Object Detection (I8)
62% 97
7.22 IPS
 
Face Detection (F32)
100% 1677
19.9 IPS
 
Face Detection (F16)
97% 1817
21.6 IPS
 
Face Detection (I8)
87% 1426
17.0 IPS
 
Depth Estimation (F32)
100% 1026
7.96 IPS
 
Depth Estimation (F16)
100% 1942
15.1 IPS
 
Depth Estimation (I8)
95% 1943
15.1 IPS
 
Style Transfer (F32)
100% 2582
3.40 IPS
 
Style Transfer (F16)
100% 5068
6.67 IPS
 
Style Transfer (I8)
98% 5108
6.72 IPS
 
Image Super-Resolution (F32)
100% 328
11.7 IPS
 
Image Super-Resolution (F16)
100% 442
15.8 IPS
 
Image Super-Resolution (I8)
98% 423
15.1 IPS
 
Text Classification (F32)
100% 245
352.7 IPS
 
Text Classification (F16)
100% 248
356.8 IPS
 
Text Classification (I8)
92% 456
655.9 IPS
 
Machine Translation (F32)
100% 412
7.58 IPS
 
Machine Translation (F16)
100% 410
7.54 IPS
 
Machine Translation (I8)
64% 536
9.87 IPS
 

Compare

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