Geekbench ML Score

553
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

User saiht
Upload Date July 25 2024 01:01 PM
Views 5

System Information

System Information
Operating System Android 13
Model Samsung Galaxy Note20 5G
Model IDsamsung SM-N981N
Motherboard kona
Governorschedutil
CPU Information
Name ARM Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3341 revision 0
Base Frequency 1.80 GHz
Cluster 14 Cores @ 1.80 GHz
Cluster 23 Cores @ 2.42 GHz
Cluster 31 Core @ 3.09 GHz
Memory Information
Size 7.47 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 260
48.7 IPS
 
Image Classification (F16)
100% 250
46.8 IPS
 
Image Classification (I8)
97% 578
108.1 IPS
 
Image Segmentation (F32)
100% 352
5.88 IPS
 
Image Segmentation (F16)
100% 357
5.96 IPS
 
Image Segmentation (I8)
98% 440
7.34 IPS
 
Pose Estimation (F32)
100% 568
0.69 IPS
 
Pose Estimation (F16)
100% 560
0.68 IPS
 
Pose Estimation (I8)
100% 2622
3.18 IPS
 
Object Detection (F32)
100% 272
20.3 IPS
 
Object Detection (F16)
100% 285
21.3 IPS
 
Object Detection (I8)
61% 752
56.2 IPS
 
Face Detection (F32)
100% 612
7.28 IPS
 
Face Detection (F16)
100% 609
7.24 IPS
 
Face Detection (I8)
86% 1484
17.6 IPS
 
Depth Estimation (F32)
100% 560
4.34 IPS
 
Depth Estimation (F16)
100% 525
4.08 IPS
 
Depth Estimation (I8)
95% 1291
10.0 IPS
 
Style Transfer (F32)
100% 930
1.22 IPS
 
Style Transfer (F16)
100% 934
1.23 IPS
 
Style Transfer (I8)
98% 2708
3.56 IPS
 
Image Super-Resolution (F32)
100% 340
12.1 IPS
 
Image Super-Resolution (F16)
100% 349
12.5 IPS
 
Image Super-Resolution (I8)
98% 1250
44.6 IPS
 
Text Classification (F32)
100% 293
420.7 IPS
 
Text Classification (F16)
100% 303
435.2 IPS
 
Text Classification (I8)
92% 257
369.5 IPS
 
Machine Translation (F32)
100% 616
11.3 IPS
 
Machine Translation (F16)
100% 622
11.5 IPS
 
Machine Translation (I8)
64% 303
5.58 IPS
 

Compare

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