Geekbench ML Score

384
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date July 27 2024 04:15 AM
Views 1

System Information

System Information
Operating System Android 13
Model Sony Xperia 5
Model IDSony J9210
Motherboard msmnile
Governorschedutil
CPU Information
Name Qualcomm Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 81 architecture 8 variant 13 part 2052 revision 14
Base Frequency 1.78 GHz
Cluster 14 Cores @ 1.79 GHz
Cluster 23 Cores @ 2.42 GHz
Cluster 31 Core @ 2.84 GHz
Memory Information
Size 5.36 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 246
46.0 IPS
 
Image Classification (F16)
100% 207
38.8 IPS
 
Image Classification (I8)
97% 349
65.3 IPS
 
Image Segmentation (F32)
100% 280
4.68 IPS
 
Image Segmentation (F16)
100% 275
4.59 IPS
 
Image Segmentation (I8)
98% 357
5.97 IPS
 
Pose Estimation (F32)
100% 384
0.47 IPS
 
Pose Estimation (F16)
100% 365
0.44 IPS
 
Pose Estimation (I8)
100% 1692
2.05 IPS
 
Object Detection (F32)
100% 195
14.5 IPS
 
Object Detection (F16)
100% 202
15.1 IPS
 
Object Detection (I8)
61% 379
28.3 IPS
 
Face Detection (F32)
100% 472
5.61 IPS
 
Face Detection (F16)
100% 452
5.37 IPS
 
Face Detection (I8)
86% 745
8.86 IPS
 
Depth Estimation (F32)
100% 406
3.15 IPS
 
Depth Estimation (F16)
100% 392
3.04 IPS
 
Depth Estimation (I8)
95% 793
6.15 IPS
 
Style Transfer (F32)
100% 634
0.83 IPS
 
Style Transfer (F16)
100% 633
0.83 IPS
 
Style Transfer (I8)
98% 1941
2.55 IPS
 
Image Super-Resolution (F32)
100% 200
7.13 IPS
 
Image Super-Resolution (F16)
100% 215
7.68 IPS
 
Image Super-Resolution (I8)
98% 810
28.9 IPS
 
Text Classification (F32)
100% 269
386.2 IPS
 
Text Classification (F16)
100% 259
372.5 IPS
 
Text Classification (I8)
92% 207
296.9 IPS
 
Machine Translation (F32)
100% 433
7.96 IPS
 
Machine Translation (F16)
100% 409
7.53 IPS
 
Machine Translation (I8)
64% 148
2.72 IPS
 

Compare

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