Geekbench ML Score

121
TensorFlow Lite GPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

User LinFengJun
Upload Date August 18 2024 04:24 AM
Views 2

System Information

System Information
Operating System Android 12
Model Xiaomi Redmi 9
Model IDXiaomi M2004J19C
Motherboard lancelot
CPU Information
Name ARM MT6769T
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 3 part 3338 revision 1
Base Frequency 1.80 GHz
Cluster 16 Cores @ 1.80 GHz
Cluster 22 Cores @ 2.00 GHz
Memory Information
Size 3.61 GB
Inference Information
Framework TensorFlow Lite
Backend GPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 70
13.1 IPS
 
Image Classification (F16)
100% 115
21.5 IPS
 
Image Classification (I8)
97% 108
20.1 IPS
 
Image Segmentation (F32)
100% 99
1.66 IPS
 
Image Segmentation (F16)
100% 181
3.02 IPS
 
Image Segmentation (I8)
98% 171
2.86 IPS
 
Pose Estimation (F32)
100% 54
0.07 IPS
 
Pose Estimation (F16)
100% 74
0.09 IPS
 
Pose Estimation (I8)
100% 74
0.09 IPS
 
Object Detection (F32)
100% 54
4.02 IPS
 
Object Detection (F16)
100% 86
6.39 IPS
 
Object Detection (I8)
62% 83
6.20 IPS
 
Face Detection (F32)
100% 222
2.64 IPS
 
Face Detection (F16)
98% 342
4.07 IPS
 
Face Detection (I8)
86% 325
3.86 IPS
 
Depth Estimation (F32)
100% 120
0.93 IPS
 
Depth Estimation (F16)
100% 164
1.27 IPS
 
Depth Estimation (I8)
95% 163
1.27 IPS
 
Style Transfer (F32)
100% 230
0.30 IPS
 
Style Transfer (F16)
100% 348
0.46 IPS
 
Style Transfer (I8)
98% 346
0.46 IPS
 
Image Super-Resolution (F32)
100% 67
2.41 IPS
 
Image Super-Resolution (F16)
100% 102
3.66 IPS
 
Image Super-Resolution (I8)
98% 102
3.63 IPS
 
Text Classification (F32)
100% 63
91.0 IPS
 
Text Classification (F16)
100% 64
91.4 IPS
 
Text Classification (I8)
92% 96
138.0 IPS
 
Machine Translation (F32)
100% 121
2.24 IPS
 
Machine Translation (F16)
100% 121
2.22 IPS
 
Machine Translation (I8)
64% 131
2.41 IPS
 

Compare

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