Geekbench ML Score

475
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date July 26 2024 09:15 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 CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 215
40.3 IPS
 
Image Classification (F16)
100% 219
40.9 IPS
 
Image Classification (I8)
97% 454
84.9 IPS
 
Image Segmentation (F32)
100% 310
5.18 IPS
 
Image Segmentation (F16)
100% 310
5.18 IPS
 
Image Segmentation (I8)
98% 560
9.35 IPS
 
Pose Estimation (F32)
100% 454
0.55 IPS
 
Pose Estimation (F16)
100% 454
0.55 IPS
 
Pose Estimation (I8)
100% 2100
2.54 IPS
 
Object Detection (F32)
100% 244
18.2 IPS
 
Object Detection (F16)
100% 242
18.0 IPS
 
Object Detection (I8)
61% 496
37.1 IPS
 
Face Detection (F32)
100% 473
5.62 IPS
 
Face Detection (F16)
100% 473
5.62 IPS
 
Face Detection (I8)
86% 1154
13.7 IPS
 
Depth Estimation (F32)
100% 487
3.78 IPS
 
Depth Estimation (F16)
100% 489
3.79 IPS
 
Depth Estimation (I8)
95% 1188
9.22 IPS
 
Style Transfer (F32)
100% 830
1.09 IPS
 
Style Transfer (F16)
100% 833
1.10 IPS
 
Style Transfer (I8)
98% 2240
2.95 IPS
 
Image Super-Resolution (F32)
100% 280
10.0 IPS
 
Image Super-Resolution (F16)
100% 281
10.0 IPS
 
Image Super-Resolution (I8)
98% 852
30.4 IPS
 
Text Classification (F32)
100% 295
424.2 IPS
 
Text Classification (F16)
100% 298
428.5 IPS
 
Text Classification (I8)
92% 240
344.9 IPS
 
Machine Translation (F32)
100% 554
10.2 IPS
 
Machine Translation (F16)
100% 541
9.96 IPS
 
Machine Translation (I8)
64% 303
5.57 IPS
 

Compare

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