Geekbench ML Score

248
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date July 18 2024 04:50 PM
Views 1

System Information

System Information
Operating System Android 13
Model motorola motorola edge 20
Model IDmotorola motorola edge 20
Motherboard berlin
Governorschedutil
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3393 revision 1
Base Frequency 1.80 GHz
Cluster 14 Cores @ 1.80 GHz
Cluster 24 Cores @ 2.40 GHz
Memory Information
Size 7.21 GB
Inference Information
Framework TensorFlow Lite
Backend NNAPI
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 113
21.1 IPS
 
Image Classification (F16)
100% 113
21.1 IPS
 
Image Classification (I8)
97% 303
56.7 IPS
 
Image Segmentation (F32)
100% 147
2.46 IPS
 
Image Segmentation (F16)
100% 148
2.47 IPS
 
Image Segmentation (I8)
98% 325
5.44 IPS
 
Pose Estimation (F32)
100% 199
0.24 IPS
 
Pose Estimation (F16)
100% 196
0.24 IPS
 
Pose Estimation (I8)
100% 705
0.85 IPS
 
Object Detection (F32)
100% 109
8.14 IPS
 
Object Detection (F16)
100% 109
8.11 IPS
 
Object Detection (I8)
61% 304
22.7 IPS
 
Face Detection (F32)
100% 275
3.27 IPS
 
Face Detection (F16)
100% 274
3.26 IPS
 
Face Detection (I8)
86% 634
7.54 IPS
 
Depth Estimation (F32)
100% 239
1.85 IPS
 
Depth Estimation (F16)
100% 239
1.85 IPS
 
Depth Estimation (I8)
95% 679
5.26 IPS
 
Style Transfer (F32)
100% 408
0.54 IPS
 
Style Transfer (F16)
100% 407
0.54 IPS
 
Style Transfer (I8)
98% 1153
1.52 IPS
 
Image Super-Resolution (F32)
100% 121
4.32 IPS
 
Image Super-Resolution (F16)
100% 121
4.31 IPS
 
Image Super-Resolution (I8)
98% 428
15.3 IPS
 
Text Classification (F32)
100% 141
202.6 IPS
 
Text Classification (F16)
100% 141
203.3 IPS
 
Text Classification (I8)
92% 275
395.3 IPS
 
Machine Translation (F32)
100% 257
4.74 IPS
 
Machine Translation (F16)
100% 256
4.72 IPS
 
Machine Translation (I8)
64% 332
6.11 IPS
 

Compare

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