Geekbench ML Score

277
TensorFlow Lite GPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date July 26 2024 09:21 AM
Views 1

System Information

System Information
Operating System Android 13
Model motorola motorola edge 40 neo
Model IDmotorola motorola edge 40 neo
Motherboard manaus
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3393 revision 0
Base Frequency 2.00 GHz
Cluster 16 Cores @ 2.00 GHz
Cluster 22 Cores @ 2.50 GHz
Memory Information
Size 11.19 GB
Inference Information
Framework TensorFlow Lite
Backend GPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 139
26.0 IPS
 
Image Classification (F16)
100% 208
39.0 IPS
 
Image Classification (I8)
97% 191
35.7 IPS
 
Image Segmentation (F32)
100% 194
3.25 IPS
 
Image Segmentation (F16)
100% 290
4.84 IPS
 
Image Segmentation (I8)
98% 281
4.70 IPS
 
Pose Estimation (F32)
100% 165
0.20 IPS
 
Pose Estimation (F16)
100% 256
0.31 IPS
 
Pose Estimation (I8)
100% 255
0.31 IPS
 
Object Detection (F32)
100% 131
9.80 IPS
 
Object Detection (F16)
100% 198
14.8 IPS
 
Object Detection (I8)
62% 208
15.5 IPS
 
Face Detection (F32)
100% 355
4.22 IPS
 
Face Detection (F16)
98% 499
5.93 IPS
 
Face Detection (I8)
86% 438
5.21 IPS
 
Depth Estimation (F32)
100% 326
2.53 IPS
 
Depth Estimation (F16)
100% 398
3.09 IPS
 
Depth Estimation (I8)
95% 397
3.08 IPS
 
Style Transfer (F32)
100% 713
0.94 IPS
 
Style Transfer (F16)
100% 996
1.31 IPS
 
Style Transfer (I8)
98% 997
1.31 IPS
 
Image Super-Resolution (F32)
100% 151
5.39 IPS
 
Image Super-Resolution (F16)
100% 203
7.24 IPS
 
Image Super-Resolution (I8)
98% 203
7.25 IPS
 
Text Classification (F32)
100% 160
230.1 IPS
 
Text Classification (F16)
100% 164
236.3 IPS
 
Text Classification (I8)
92% 332
477.5 IPS
 
Machine Translation (F32)
100% 295
5.42 IPS
 
Machine Translation (F16)
100% 295
5.43 IPS
 
Machine Translation (I8)
64% 300
5.51 IPS
 

Compare

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