Geekbench ML Score

424
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date October 22 2021 08:47 PM
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System Information

System Information
Operating System Android 11
Model samsung SM-G780G
Model IDsamsung SM-G780G
Motherboard kona
Governorschedutil
CPU Information
Name ARM Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3341 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 5.43 GB
Inference Information
Framework TensorFlow Lite
Backend CPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 439
47.1 IPS
 
Image Classification (F16)
100% 413
44.2 IPS
 
Image Classification (I8)
81% 197
21.1 IPS
 
Image Segmentation (F32)
100% 563
3.48 IPS
 
Image Segmentation (F16)
100% 559
3.46 IPS
 
Image Segmentation (I8)
89% 835
5.16 IPS
 
Pose Estimation (F32)
100% 255
1.03 IPS
 
Pose Estimation (F16)
100% 259
1.05 IPS
 
Pose Estimation (I8)
80% 235
0.95 IPS
 
Object Detection (F32)
100% 423
14.8 IPS
 
Object Detection (F16)
100% 462
16.2 IPS
 
Object Detection (I8)
52% 324
11.4 IPS
 
Face Detection (F32)
100% 660
7.58 IPS
 
Face Detection (F16)
100% 657
7.55 IPS
 
Face Detection (I8)
75% 559
6.43 IPS
 
Text Classification (F32)
100% 360
142.2 IPS
 
Text Classification (F16)
100% 340
134.6 IPS
 
Machine Translation (F32)
100% 560
86.4 IPS
 
Machine Translation (F16)
100% 543
83.6 IPS
 

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