Geekbench ML Score

635
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date October 11 2024 09:18 PM
Views 1

System Information

System Information
Operating System Android 14
Model samsung SM-F956U1
Model IDsamsung SM-F956U1
Motherboard pineapple
Governorwalt
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 0 part 3458 revision 1
Base Frequency 2.26 GHz
Cluster 12 Cores @ 2.27 GHz
Cluster 22 Cores @ 2.96 GHz
Cluster 33 Cores @ 3.15 GHz
Cluster 41 Core @ 3.40 GHz
Memory Information
Size 10.86 GB
Inference Information
Framework TensorFlow Lite
Backend NNAPI
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 307
57.4 IPS
 
Image Classification (F16)
100% 292
54.6 IPS
 
Image Classification (I8)
97% 773
144.6 IPS
 
Image Segmentation (F32)
100% 355
5.93 IPS
 
Image Segmentation (F16)
100% 352
5.88 IPS
 
Image Segmentation (I8)
98% 744
12.4 IPS
 
Pose Estimation (F32)
100% 474
0.57 IPS
 
Pose Estimation (F16)
100% 468
0.57 IPS
 
Pose Estimation (I8)
100% 1911
2.31 IPS
 
Object Detection (F32)
100% 301
22.4 IPS
 
Object Detection (F16)
100% 299
22.3 IPS
 
Object Detection (I8)
61% 826
61.7 IPS
 
Face Detection (F32)
100% 695
8.26 IPS
 
Face Detection (F16)
100% 680
8.09 IPS
 
Face Detection (I8)
86% 1592
18.9 IPS
 
Depth Estimation (F32)
100% 595
4.61 IPS
 
Depth Estimation (F16)
100% 588
4.56 IPS
 
Depth Estimation (I8)
95% 1733
13.4 IPS
 
Style Transfer (F32)
100% 964
1.27 IPS
 
Style Transfer (F16)
100% 957
1.26 IPS
 
Style Transfer (I8)
98% 2410
3.17 IPS
 
Image Super-Resolution (F32)
100% 340
12.2 IPS
 
Image Super-Resolution (F16)
100% 348
12.4 IPS
 
Image Super-Resolution (I8)
98% 1180
42.1 IPS
 
Text Classification (F32)
100% 415
596.3 IPS
 
Text Classification (F16)
100% 420
603.1 IPS
 
Text Classification (I8)
92% 693
996.5 IPS
 
Machine Translation (F32)
100% 686
12.6 IPS
 
Machine Translation (F16)
100% 659
12.1 IPS
 
Machine Translation (I8)
64% 778
14.3 IPS
 

Compare

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