Geekbench ML Score

550
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

User saiht
Upload Date July 25 2024 01:22 PM
Views 4

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 NNAPI
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 288
53.8 IPS
 
Image Classification (F16)
100% 490
91.6 IPS
 
Image Classification (I8)
97% 656
122.8 IPS
 
Image Segmentation (F32)
100% 388
6.49 IPS
 
Image Segmentation (F16)
100% 460
7.69 IPS
 
Image Segmentation (I8)
98% 731
12.2 IPS
 
Pose Estimation (F32)
100% 1521
1.84 IPS
 
Pose Estimation (F16)
100% 5631
6.82 IPS
 
Pose Estimation (I8)
100% 10744
13.0 IPS
 
Object Detection (F32)
100% 341
25.4 IPS
 
Object Detection (F16)
99% 488
36.5 IPS
 
Object Detection (I8)
59% 853
63.6 IPS
 
Face Detection (F32)
100% 930
11.1 IPS
 
Face Detection (F16)
97% 1098
13.1 IPS
 
Face Detection (I8)
88% 3265
38.8 IPS
 
Depth Estimation (F32)
100% 475
3.68 IPS
 
Depth Estimation (F16)
100% 563
4.36 IPS
 
Depth Estimation (I8)
82% 6709
52.0 IPS
 
Style Transfer (F32)
100% 769
1.01 IPS
 
Style Transfer (F16)
100% 811
1.07 IPS
 
Style Transfer (I8)
98% 3456
4.55 IPS
 
Image Super-Resolution (F32)
100% 753
26.9 IPS
 
Image Super-Resolution (F16)
100% 1808
64.6 IPS
 
Image Super-Resolution (I8)
98% 4736
169.1 IPS
 
Text Classification (F32)
64% 2
3.40 IPS
 
Text Classification (F16)
64% 2
3.38 IPS
 
Text Classification (I8)
94% 67
96.3 IPS
 
Machine Translation (F32)
100% 88
1.62 IPS
 
Machine Translation (F16)
100% 239
4.40 IPS
 
Machine Translation (I8)
58% 224
4.12 IPS
 

Compare

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