Geekbench ML Score

336
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date March 28 2024 04:32 PM
Views 1

System Information

System Information
Operating System Android 14
Model Samsung Galaxy S22
Model IDsamsung SM-S901N
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 NNAPI
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 144
26.9 IPS
 
Image Classification (F16)
100% 143
26.7 IPS
 
Image Classification (I8)
97% 414
77.5 IPS
 
Image Segmentation (F32)
100% 188
3.15 IPS
 
Image Segmentation (F16)
100% 189
3.15 IPS
 
Image Segmentation (I8)
98% 432
7.21 IPS
 
Pose Estimation (F32)
100% 252
0.31 IPS
 
Pose Estimation (F16)
100% 254
0.31 IPS
 
Pose Estimation (I8)
100% 1029
1.25 IPS
 
Object Detection (F32)
100% 147
11.0 IPS
 
Object Detection (F16)
100% 148
11.0 IPS
 
Object Detection (I8)
61% 428
31.9 IPS
 
Face Detection (F32)
100% 397
4.72 IPS
 
Face Detection (F16)
100% 396
4.71 IPS
 
Face Detection (I8)
86% 946
11.3 IPS
 
Depth Estimation (F32)
100% 326
2.53 IPS
 
Depth Estimation (F16)
100% 339
2.63 IPS
 
Depth Estimation (I8)
95% 956
7.41 IPS
 
Style Transfer (F32)
100% 575
0.76 IPS
 
Style Transfer (F16)
100% 567
0.75 IPS
 
Style Transfer (I8)
98% 1421
1.87 IPS
 
Image Super-Resolution (F32)
100% 164
5.86 IPS
 
Image Super-Resolution (F16)
100% 163
5.84 IPS
 
Image Super-Resolution (I8)
98% 608
21.7 IPS
 
Text Classification (F32)
100% 193
277.8 IPS
 
Text Classification (F16)
100% 193
278.1 IPS
 
Text Classification (I8)
92% 352
506.0 IPS
 
Machine Translation (F32)
100% 351
6.46 IPS
 
Machine Translation (F16)
100% 352
6.48 IPS
 
Machine Translation (I8)
64% 429
7.90 IPS
 

Compare

Set Baseline Geekbench 6 now available