Geekbench ML Score

329
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date September 06 2023 06:34 PM
Views 9

System Information

System Information
Operating System Android 12
Model LG G8 ThinQ
Model IDLGE LM-G850
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 5.35 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 269
28.9 IPS
 
Image Classification (F16)
100% 266
28.5 IPS
 
Image Classification (I8)
81% 176
18.8 IPS
 
Image Segmentation (F32)
100% 458
2.83 IPS
 
Image Segmentation (F16)
100% 467
2.88 IPS
 
Image Segmentation (I8)
89% 757
4.68 IPS
 
Pose Estimation (F32)
100% 208
0.84 IPS
 
Pose Estimation (F16)
100% 202
0.82 IPS
 
Pose Estimation (I8)
80% 205
0.83 IPS
 
Object Detection (F32)
100% 329
11.6 IPS
 
Object Detection (F16)
100% 332
11.6 IPS
 
Object Detection (I8)
52% 254
8.90 IPS
 
Face Detection (F32)
100% 492
5.65 IPS
 
Face Detection (F16)
100% 481
5.53 IPS
 
Face Detection (I8)
75% 483
5.55 IPS
 
Text Classification (F32)
100% 300
118.8 IPS
 
Text Classification (F16)
100% 303
120.0 IPS
 
Machine Translation (F32)
100% 368
56.8 IPS
 
Machine Translation (F16)
100% 375
57.8 IPS
 

Compare

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