Geekbench ML Score

296
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date December 08 2022 01:05 PM
Views 1

System Information

System Information
Operating System Android 12
Model Xiaomi 22021211RI
Model IDXiaomi 22021211RI
Motherboard munch
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 @ 3.19 GHz
Memory Information
Size 7.43 GB
Inference Information
Framework TensorFlow Lite
Backend CPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 423
45.4 IPS
 
Image Classification (F16)
100% 79
8.47 IPS
 
Image Classification (I8)
81% 233
25.0 IPS
 
Image Segmentation (F32)
100% 332
2.05 IPS
 
Image Segmentation (F16)
100% 323
2.00 IPS
 
Image Segmentation (I8)
89% 786
4.85 IPS
 
Pose Estimation (F32)
100% 242
0.98 IPS
 
Pose Estimation (F16)
100% 245
0.99 IPS
 
Pose Estimation (I8)
80% 221
0.89 IPS
 
Object Detection (F32)
100% 166
5.82 IPS
 
Object Detection (F16)
100% 140
4.93 IPS
 
Object Detection (I8)
52% 308
10.8 IPS
 
Face Detection (F32)
100% 285
3.28 IPS
 
Face Detection (F16)
100% 317
3.64 IPS
 
Face Detection (I8)
75% 476
5.47 IPS
 
Text Classification (F32)
100% 528
209.0 IPS
 
Text Classification (F16)
100% 225
89.1 IPS
 
Machine Translation (F32)
100% 547
84.2 IPS
 
Machine Translation (F16)
100% 530
81.7 IPS
 

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