Geekbench ML Score

558
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date October 11 2024 01:49 AM
Views 1

System Information

System Information
Operating System Android 14
Model Samsung Galaxy S23 Ultra
Model IDsamsung SM-S918U
Motherboard kalama
Governorwalt
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3406 revision 0
Base Frequency 2.02 GHz
Cluster 13 Cores @ 2.02 GHz
Cluster 24 Cores @ 2.80 GHz
Cluster 31 Core @ 3.36 GHz
Memory Information
Size 6.89 GB
Inference Information
Framework TensorFlow Lite
Backend NNAPI
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 293
54.8 IPS
 
Image Classification (F16)
100% 274
51.3 IPS
 
Image Classification (I8)
97% 680
127.3 IPS
 
Image Segmentation (F32)
100% 331
5.53 IPS
 
Image Segmentation (F16)
100% 329
5.50 IPS
 
Image Segmentation (I8)
98% 682
11.4 IPS
 
Pose Estimation (F32)
100% 455
0.55 IPS
 
Pose Estimation (F16)
100% 448
0.54 IPS
 
Pose Estimation (I8)
100% 1792
2.17 IPS
 
Object Detection (F32)
100% 275
20.5 IPS
 
Object Detection (F16)
100% 274
20.4 IPS
 
Object Detection (I8)
61% 758
56.6 IPS
 
Face Detection (F32)
100% 649
7.71 IPS
 
Face Detection (F16)
100% 641
7.63 IPS
 
Face Detection (I8)
86% 1484
17.6 IPS
 
Depth Estimation (F32)
100% 572
4.43 IPS
 
Depth Estimation (F16)
100% 571
4.43 IPS
 
Depth Estimation (I8)
95% 1633
12.7 IPS
 
Style Transfer (F32)
100% 913
1.20 IPS
 
Style Transfer (F16)
100% 868
1.14 IPS
 
Style Transfer (I8)
98% 2022
2.66 IPS
 
Image Super-Resolution (F32)
100% 289
10.3 IPS
 
Image Super-Resolution (F16)
100% 291
10.4 IPS
 
Image Super-Resolution (I8)
98% 1001
35.8 IPS
 
Text Classification (F32)
100% 313
449.5 IPS
 
Text Classification (F16)
100% 312
448.7 IPS
 
Text Classification (I8)
92% 453
650.3 IPS
 
Machine Translation (F32)
100% 543
9.99 IPS
 
Machine Translation (F16)
100% 541
9.96 IPS
 
Machine Translation (I8)
64% 524
9.65 IPS
 

Compare

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