Geekbench ML Score

739
TensorFlow Lite GPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date July 27 2024 06:42 AM
Views 2

System Information

System Information
Operating System Android 14
Model Samsung Galaxy S22 Ultra
Model IDsamsung SM-S908U1
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% 459
85.8 IPS
 
Image Classification (F16)
100% 365
68.4 IPS
 
Image Classification (I8)
97% 352
65.9 IPS
 
Image Segmentation (F32)
100% 758
12.7 IPS
 
Image Segmentation (F16)
100% 921
15.4 IPS
 
Image Segmentation (I8)
98% 838
14.0 IPS
 
Pose Estimation (F32)
100% 689
0.83 IPS
 
Pose Estimation (F16)
100% 1249
1.51 IPS
 
Pose Estimation (I8)
100% 1259
1.52 IPS
 
Object Detection (F32)
100% 303
22.6 IPS
 
Object Detection (F16)
100% 246
18.4 IPS
 
Object Detection (I8)
62% 239
17.8 IPS
 
Face Detection (F32)
100% 1580
18.8 IPS
 
Face Detection (F16)
97% 1487
17.7 IPS
 
Face Detection (I8)
87% 1840
21.9 IPS
 
Depth Estimation (F32)
100% 1097
8.51 IPS
 
Depth Estimation (F16)
100% 2530
19.6 IPS
 
Depth Estimation (I8)
95% 2490
19.3 IPS
 
Style Transfer (F32)
100% 2576
3.39 IPS
 
Style Transfer (F16)
100% 3755
4.94 IPS
 
Style Transfer (I8)
98% 4309
5.67 IPS
 
Image Super-Resolution (F32)
100% 328
11.7 IPS
 
Image Super-Resolution (F16)
100% 410
14.6 IPS
 
Image Super-Resolution (I8)
98% 415
14.8 IPS
 
Text Classification (F32)
100% 242
347.6 IPS
 
Text Classification (F16)
100% 254
365.6 IPS
 
Text Classification (I8)
92% 488
701.3 IPS
 
Machine Translation (F32)
100% 412
7.58 IPS
 
Machine Translation (F16)
100% 398
7.32 IPS
 
Machine Translation (I8)
64% 504
9.27 IPS
 

Compare

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