Geekbench ML Score

474
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date July 25 2024 09:24 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% 216
40.4 IPS
 
Image Classification (F16)
100% 219
41.0 IPS
 
Image Classification (I8)
97% 444
83.1 IPS
 
Image Segmentation (F32)
100% 311
5.20 IPS
 
Image Segmentation (F16)
100% 308
5.14 IPS
 
Image Segmentation (I8)
98% 550
9.19 IPS
 
Pose Estimation (F32)
100% 458
0.56 IPS
 
Pose Estimation (F16)
100% 461
0.56 IPS
 
Pose Estimation (I8)
100% 2051
2.48 IPS
 
Object Detection (F32)
100% 242
18.0 IPS
 
Object Detection (F16)
100% 240
17.9 IPS
 
Object Detection (I8)
61% 490
36.6 IPS
 
Face Detection (F32)
100% 472
5.61 IPS
 
Face Detection (F16)
100% 472
5.61 IPS
 
Face Detection (I8)
86% 1145
13.6 IPS
 
Depth Estimation (F32)
100% 482
3.74 IPS
 
Depth Estimation (F16)
100% 484
3.75 IPS
 
Depth Estimation (I8)
95% 1142
8.85 IPS
 
Style Transfer (F32)
100% 832
1.09 IPS
 
Style Transfer (F16)
100% 827
1.09 IPS
 
Style Transfer (I8)
98% 2229
2.93 IPS
 
Image Super-Resolution (F32)
100% 285
10.2 IPS
 
Image Super-Resolution (F16)
100% 282
10.1 IPS
 
Image Super-Resolution (I8)
98% 856
30.6 IPS
 
Text Classification (F32)
100% 294
422.3 IPS
 
Text Classification (F16)
100% 304
437.0 IPS
 
Text Classification (I8)
92% 245
352.4 IPS
 
Machine Translation (F32)
100% 547
10.1 IPS
 
Machine Translation (F16)
100% 540
9.93 IPS
 
Machine Translation (I8)
64% 308
5.66 IPS
 

Compare

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