Geekbench ML Score

254
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date December 08 2022 03:50 PM
Views 2

System Information

System Information
Operating System Android 10
Model Huawei nova 5T
Model IDHUAWEI YAL-L21
Motherboard YAL
CPU Information
Name vendor
Topology 1 Processor, 8 Cores
Identifier ARM implementer 72 architecture 8 variant 1 part 3392 revision 0
Base Frequency 1.80 GHz
Cluster 14 Cores @ 1.80 GHz
Cluster 22 Cores @ 1.92 GHz
Cluster 32 Cores @ 2.60 GHz
Memory Information
Size 5.50 GB
Inference Information
Framework TensorFlow Lite
Backend CPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 213
22.8 IPS
 
Image Classification (F16)
100% 145
15.6 IPS
 
Image Classification (I8)
81% 177
18.9 IPS
 
Image Segmentation (F32)
100% 369
2.28 IPS
 
Image Segmentation (F16)
100% 344
2.13 IPS
 
Image Segmentation (I8)
89% 629
3.88 IPS
 
Pose Estimation (F32)
100% 210
0.85 IPS
 
Pose Estimation (F16)
100% 203
0.82 IPS
 
Pose Estimation (I8)
80% 165
0.67 IPS
 
Object Detection (F32)
100% 151
5.30 IPS
 
Object Detection (F16)
100% 161
5.64 IPS
 
Object Detection (I8)
52% 239
8.39 IPS
 
Face Detection (F32)
100% 364
4.18 IPS
 
Face Detection (F16)
100% 370
4.25 IPS
 
Face Detection (I8)
75% 282
3.24 IPS
 
Text Classification (F32)
100% 243
96.0 IPS
 
Text Classification (F16)
100% 238
94.0 IPS
 
Machine Translation (F32)
100% 361
55.6 IPS
 
Machine Translation (F16)
100% 361
55.6 IPS
 

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