Geekbench ML Score

345
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date May 16 2022 10:40 AM
Views 1

System Information

System Information
Operating System Android 12
Model vivo I2019
Model IDvivo I2019
Motherboard lahaina
Governorschedutil
CPU Information
Name ARM Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3396 revision 0
Base Frequency 1.80 GHz
Cluster 14 Cores @ 1.80 GHz
Cluster 23 Cores @ 2.42 GHz
Cluster 31 Core @ 2.84 GHz
Memory Information
Size 7.16 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 384
41.2 IPS
 
Image Classification (F16)
100% 282
30.2 IPS
 
Image Classification (I8)
81% 194
20.8 IPS
 
Image Segmentation (F32)
100% 456
2.82 IPS
 
Image Segmentation (F16)
100% 449
2.78 IPS
 
Image Segmentation (I8)
89% 648
4.00 IPS
 
Pose Estimation (F32)
100% 256
1.04 IPS
 
Pose Estimation (F16)
100% 254
1.03 IPS
 
Pose Estimation (I8)
80% 173
0.70 IPS
 
Object Detection (F32)
100% 273
9.59 IPS
 
Object Detection (F16)
100% 301
10.5 IPS
 
Object Detection (I8)
52% 259
9.07 IPS
 
Face Detection (F32)
100% 481
5.52 IPS
 
Face Detection (F16)
100% 473
5.44 IPS
 
Face Detection (I8)
75% 422
4.85 IPS
 
Text Classification (F32)
100% 292
115.5 IPS
 
Text Classification (F16)
100% 294
116.1 IPS
 
Machine Translation (F32)
100% 568
87.6 IPS
 
Machine Translation (F16)
100% 547
84.3 IPS
 

Compare

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