Geekbench ML Score

373
TensorFlow Lite GPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date July 18 2024 04:42 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 GPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 201
37.6 IPS
 
Image Classification (F16)
100% 274
51.3 IPS
 
Image Classification (I8)
97% 263
49.1 IPS
 
Image Segmentation (F32)
100% 315
5.25 IPS
 
Image Segmentation (F16)
100% 398
6.65 IPS
 
Image Segmentation (I8)
98% 390
6.51 IPS
 
Pose Estimation (F32)
100% 312
0.38 IPS
 
Pose Estimation (F16)
100% 228
0.28 IPS
 
Pose Estimation (I8)
100% 224
0.27 IPS
 
Object Detection (F32)
100% 161
12.0 IPS
 
Object Detection (F16)
100% 192
14.3 IPS
 
Object Detection (I8)
62% 189
14.1 IPS
 
Face Detection (F32)
100% 668
7.94 IPS
 
Face Detection (F16)
97% 987
11.7 IPS
 
Face Detection (I8)
87% 922
11.0 IPS
 
Depth Estimation (F32)
100% 494
3.83 IPS
 
Depth Estimation (F16)
100% 733
5.68 IPS
 
Depth Estimation (I8)
95% 731
5.67 IPS
 
Style Transfer (F32)
100% 951
1.25 IPS
 
Style Transfer (F16)
100% 1617
2.13 IPS
 
Style Transfer (I8)
98% 1584
2.08 IPS
 
Image Super-Resolution (F32)
100% 217
7.74 IPS
 
Image Super-Resolution (F16)
100% 385
13.7 IPS
 
Image Super-Resolution (I8)
98% 394
14.1 IPS
 
Text Classification (F32)
100% 151
216.8 IPS
 
Text Classification (F16)
100% 151
217.1 IPS
 
Text Classification (I8)
92% 295
424.1 IPS
 
Machine Translation (F32)
100% 274
5.04 IPS
 
Machine Translation (F16)
100% 270
4.96 IPS
 
Machine Translation (I8)
64% 353
6.49 IPS
 

Compare

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