Geekbench ML Score

229
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date July 27 2024 07:39 AM
Views 1

System Information

System Information
Operating System Android 12
Model Xiaomi Redmi 9T
Model IDXiaomi M2010J19SY
Motherboard lemon
Governorschedutil
CPU Information
Name Qualcomm Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 81 architecture 8 variant 10 part 2048 revision 2
Base Frequency 1.80 GHz
Cluster 14 Cores @ 1.80 GHz
Cluster 24 Cores @ 2.02 GHz
Memory Information
Size 3.63 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 136
25.5 IPS
 
Image Classification (F16)
100% 136
25.5 IPS
 
Image Classification (I8)
97% 183
34.2 IPS
 
Image Segmentation (F32)
100% 169
2.83 IPS
 
Image Segmentation (F16)
100% 185
3.09 IPS
 
Image Segmentation (I8)
98% 208
3.47 IPS
 
Pose Estimation (F32)
100% 223
0.27 IPS
 
Pose Estimation (F16)
100% 219
0.27 IPS
 
Pose Estimation (I8)
100% 643
0.78 IPS
 
Object Detection (F32)
100% 131
9.77 IPS
 
Object Detection (F16)
100% 128
9.58 IPS
 
Object Detection (I8)
61% 205
15.3 IPS
 
Face Detection (F32)
100% 277
3.29 IPS
 
Face Detection (F16)
100% 276
3.28 IPS
 
Face Detection (I8)
86% 423
5.03 IPS
 
Depth Estimation (F32)
100% 246
1.91 IPS
 
Depth Estimation (F16)
100% 251
1.95 IPS
 
Depth Estimation (I8)
95% 442
3.42 IPS
 
Style Transfer (F32)
100% 367
0.48 IPS
 
Style Transfer (F16)
100% 365
0.48 IPS
 
Style Transfer (I8)
98% 863
1.14 IPS
 
Image Super-Resolution (F32)
100% 153
5.47 IPS
 
Image Super-Resolution (F16)
100% 151
5.40 IPS
 
Image Super-Resolution (I8)
98% 322
11.5 IPS
 
Text Classification (F32)
100% 159
228.4 IPS
 
Text Classification (F16)
100% 161
230.9 IPS
 
Text Classification (I8)
92% 118
169.9 IPS
 
Machine Translation (F32)
100% 298
5.49 IPS
 
Machine Translation (F16)
100% 296
5.45 IPS
 
Machine Translation (I8)
64% 134
2.46 IPS
 

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