Geekbench ML Score

471
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date July 25 2024 11:42 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 CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 213
39.9 IPS
 
Image Classification (F16)
100% 212
39.7 IPS
 
Image Classification (I8)
97% 453
84.8 IPS
 
Image Segmentation (F32)
100% 309
5.15 IPS
 
Image Segmentation (F16)
100% 302
5.05 IPS
 
Image Segmentation (I8)
98% 547
9.14 IPS
 
Pose Estimation (F32)
100% 459
0.56 IPS
 
Pose Estimation (F16)
100% 459
0.56 IPS
 
Pose Estimation (I8)
100% 2077
2.52 IPS
 
Object Detection (F32)
100% 244
18.2 IPS
 
Object Detection (F16)
100% 241
18.0 IPS
 
Object Detection (I8)
61% 485
36.2 IPS
 
Face Detection (F32)
100% 475
5.64 IPS
 
Face Detection (F16)
100% 471
5.60 IPS
 
Face Detection (I8)
86% 1130
13.4 IPS
 
Depth Estimation (F32)
100% 487
3.77 IPS
 
Depth Estimation (F16)
100% 488
3.79 IPS
 
Depth Estimation (I8)
95% 1124
8.71 IPS
 
Style Transfer (F32)
100% 828
1.09 IPS
 
Style Transfer (F16)
100% 824
1.08 IPS
 
Style Transfer (I8)
98% 2220
2.92 IPS
 
Image Super-Resolution (F32)
100% 278
9.93 IPS
 
Image Super-Resolution (F16)
100% 283
10.1 IPS
 
Image Super-Resolution (I8)
98% 843
30.1 IPS
 
Text Classification (F32)
100% 298
428.6 IPS
 
Text Classification (F16)
100% 295
424.0 IPS
 
Text Classification (I8)
92% 236
338.7 IPS
 
Machine Translation (F32)
100% 542
9.98 IPS
 
Machine Translation (F16)
100% 537
9.89 IPS
 
Machine Translation (I8)
64% 304
5.59 IPS
 

Compare

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