Geekbench ML Score

278
TensorFlow Lite GPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date July 25 2024 11:48 PM
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% 136
25.5 IPS
 
Image Classification (F16)
100% 210
39.2 IPS
 
Image Classification (I8)
97% 191
35.7 IPS
 
Image Segmentation (F32)
100% 192
3.20 IPS
 
Image Segmentation (F16)
100% 300
5.01 IPS
 
Image Segmentation (I8)
98% 287
4.79 IPS
 
Pose Estimation (F32)
100% 167
0.20 IPS
 
Pose Estimation (F16)
100% 255
0.31 IPS
 
Pose Estimation (I8)
100% 254
0.31 IPS
 
Object Detection (F32)
100% 129
9.60 IPS
 
Object Detection (F16)
100% 195
14.6 IPS
 
Object Detection (I8)
62% 197
14.7 IPS
 
Face Detection (F32)
100% 358
4.26 IPS
 
Face Detection (F16)
98% 514
6.11 IPS
 
Face Detection (I8)
86% 439
5.23 IPS
 
Depth Estimation (F32)
100% 323
2.51 IPS
 
Depth Estimation (F16)
100% 400
3.10 IPS
 
Depth Estimation (I8)
95% 402
3.12 IPS
 
Style Transfer (F32)
100% 720
0.95 IPS
 
Style Transfer (F16)
100% 999
1.31 IPS
 
Style Transfer (I8)
98% 1001
1.32 IPS
 
Image Super-Resolution (F32)
100% 154
5.51 IPS
 
Image Super-Resolution (F16)
100% 217
7.75 IPS
 
Image Super-Resolution (I8)
98% 207
7.39 IPS
 
Text Classification (F32)
100% 160
230.0 IPS
 
Text Classification (F16)
100% 164
236.4 IPS
 
Text Classification (I8)
92% 331
475.9 IPS
 
Machine Translation (F32)
100% 292
5.38 IPS
 
Machine Translation (F16)
100% 294
5.41 IPS
 
Machine Translation (I8)
64% 299
5.51 IPS
 

Compare

Set Baseline Geekbench 6 now available