Geekbench ML Score

1139
TensorFlow Lite GPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date September 26 2022 10:55 AM
Views 1

System Information

System Information
Operating System Android 12
Model Xiaomi M2102J20SG
Model IDXiaomi M2102J20SG
Motherboard vayu
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 @ 2.96 GHz
Memory Information
Size 7.32 GB
Inference Information
Framework TensorFlow Lite
Backend GPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 866
92.8 IPS
 
Image Classification (F16)
100% 1634
175.0 IPS
 
Image Classification (I8)
80% 1463
156.7 IPS
 
Image Segmentation (F32)
100% 2139
13.2 IPS
 
Image Segmentation (F16)
100% 3975
24.6 IPS
 
Image Segmentation (I8)
89% 3901
24.1 IPS
 
Pose Estimation (F32)
100% 1021
4.13 IPS
 
Pose Estimation (F16)
100% 1823
7.38 IPS
 
Pose Estimation (I8)
80% 1834
7.42 IPS
 
Object Detection (F32)
100% 501
17.6 IPS
 
Object Detection (F16)
99% 592
20.8 IPS
 
Object Detection (I8)
53% 595
20.9 IPS
 
Face Detection (F32)
100% 1767
20.3 IPS
 
Face Detection (F16)
97% 3064
35.2 IPS
 
Face Detection (I8)
76% 2686
30.9 IPS
 
Text Classification (F32)
100% 553
218.7 IPS
 
Text Classification (F16)
98% 559
221.1 IPS
 
Machine Translation (F32)
100% 254
39.2 IPS
 
Machine Translation (F16)
100% 255
39.3 IPS
 

Compare

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