Geekbench ML Score

462
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date May 07 2024 08:58 AM
Views 4

System Information

System Information
Operating System Android 14
Model samsung SM-S926U
Model IDsamsung SM-S926U
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 10.81 GB
Inference Information
Framework TensorFlow Lite
Backend NNAPI
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 268
50.1 IPS
 
Image Classification (F16)
100% 279
52.2 IPS
 
Image Classification (I8)
97% 737
137.9 IPS
 
Image Segmentation (F32)
100% 293
4.90 IPS
 
Image Segmentation (F16)
100% 290
4.84 IPS
 
Image Segmentation (I8)
98% 504
8.41 IPS
 
Pose Estimation (F32)
100% 353
0.43 IPS
 
Pose Estimation (F16)
100% 354
0.43 IPS
 
Pose Estimation (I8)
100% 1290
1.56 IPS
 
Object Detection (F32)
100% 202
15.1 IPS
 
Object Detection (F16)
100% 202
15.1 IPS
 
Object Detection (I8)
61% 541
40.4 IPS
 
Face Detection (F32)
100% 492
5.85 IPS
 
Face Detection (F16)
100% 491
5.84 IPS
 
Face Detection (I8)
86% 1108
13.2 IPS
 
Depth Estimation (F32)
100% 442
3.43 IPS
 
Depth Estimation (F16)
100% 444
3.45 IPS
 
Depth Estimation (I8)
95% 1165
9.04 IPS
 
Style Transfer (F32)
100% 698
0.92 IPS
 
Style Transfer (F16)
100% 700
0.92 IPS
 
Style Transfer (I8)
98% 1636
2.15 IPS
 
Image Super-Resolution (F32)
100% 236
8.42 IPS
 
Image Super-Resolution (F16)
100% 236
8.42 IPS
 
Image Super-Resolution (I8)
98% 777
27.7 IPS
 
Text Classification (F32)
100% 271
389.1 IPS
 
Text Classification (F16)
100% 272
391.2 IPS
 
Text Classification (I8)
92% 447
642.6 IPS
 
Machine Translation (F32)
100% 482
8.86 IPS
 
Machine Translation (F16)
100% 549
10.1 IPS
 
Machine Translation (I8)
64% 577
10.6 IPS
 

Compare

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