Geekbench ML Score

773
TensorFlow Lite GPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date September 26 2022 01:11 AM
Views 1

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 GPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 547
58.6 IPS
 
Image Classification (F16)
100% 892
95.6 IPS
 
Image Classification (I8)
80% 873
93.6 IPS
 
Image Segmentation (F32)
100% 1297
8.01 IPS
 
Image Segmentation (F16)
100% 2408
14.9 IPS
 
Image Segmentation (I8)
89% 2362
14.6 IPS
 
Pose Estimation (F32)
100% 692
2.80 IPS
 
Pose Estimation (F16)
100% 1219
4.93 IPS
 
Pose Estimation (I8)
80% 1203
4.87 IPS
 
Object Detection (F32)
100% 333
11.7 IPS
 
Object Detection (F16)
99% 396
13.9 IPS
 
Object Detection (I8)
53% 366
12.9 IPS
 
Face Detection (F32)
100% 1161
13.3 IPS
 
Face Detection (F16)
97% 1997
22.9 IPS
 
Face Detection (I8)
76% 1788
20.5 IPS
 
Text Classification (F32)
100% 403
159.3 IPS
 
Text Classification (F16)
98% 454
179.5 IPS
 
Machine Translation (F32)
100% 255
39.3 IPS
 
Machine Translation (F16)
100% 254
39.2 IPS
 

Compare

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