Geekbench ML Score

97
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date May 16 2023 06:40 AM
Views 1

System Information

System Information
Operating System Android 10
Model Xiaomi Redmi Note 7S
Model IDXiaomi Redmi Note 7S
Motherboard sdm660
Governorinteractive
CPU Information
Name Qualcomm Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 81 architecture 8 variant 10 part 2048 revision 2
Base Frequency 1.84 GHz
Cluster 14 Cores @ 1.84 GHz
Cluster 24 Cores @ 2.21 GHz
Memory Information
Size 2.67 GB
Inference Information
Framework TensorFlow Lite
Backend CPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 72
7.71 IPS
 
Image Classification (F16)
100% 74
7.95 IPS
 
Image Classification (I8)
81% 93
9.96 IPS
 
Image Segmentation (F32)
100% 167
1.03 IPS
 
Image Segmentation (F16)
100% 160
0.99 IPS
 
Image Segmentation (I8)
89% 314
1.94 IPS
 
Pose Estimation (F32)
100% 53
0.21 IPS
 
Pose Estimation (F16)
100% 42
0.17 IPS
 
Pose Estimation (I8)
80% 69
0.28 IPS
 
Object Detection (F32)
100% 82
2.87 IPS
 
Object Detection (F16)
100% 81
2.83 IPS
 
Object Detection (I8)
52% 120
4.20 IPS
 
Face Detection (F32)
100% 130
1.49 IPS
 
Face Detection (F16)
100% 128
1.47 IPS
 
Face Detection (I8)
75% 166
1.90 IPS
 
Text Classification (F32)
100% 78
31.0 IPS
 
Text Classification (F16)
100% 106
42.0 IPS
 
Machine Translation (F32)
100% 78
12.1 IPS
 
Machine Translation (F16)
100% 73
11.3 IPS
 

Compare

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