Geekbench ML Score

603
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date May 09 2024 08:25 AM
Views 1

System Information

System Information
Operating System Android 14
Model samsung SM-S928N
Model IDsamsung SM-S928N
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% 297
55.5 IPS
 
Image Classification (F16)
100% 288
53.8 IPS
 
Image Classification (I8)
97% 776
145.3 IPS
 
Image Segmentation (F32)
100% 351
5.86 IPS
 
Image Segmentation (F16)
100% 359
6.00 IPS
 
Image Segmentation (I8)
98% 742
12.4 IPS
 
Pose Estimation (F32)
100% 495
0.60 IPS
 
Pose Estimation (F16)
100% 491
0.59 IPS
 
Pose Estimation (I8)
100% 1774
2.15 IPS
 
Object Detection (F32)
100% 274
20.5 IPS
 
Object Detection (F16)
100% 261
19.5 IPS
 
Object Detection (I8)
61% 643
48.0 IPS
 
Face Detection (F32)
100% 633
7.52 IPS
 
Face Detection (F16)
100% 652
7.75 IPS
 
Face Detection (I8)
86% 1512
18.0 IPS
 
Depth Estimation (F32)
100% 567
4.40 IPS
 
Depth Estimation (F16)
100% 564
4.37 IPS
 
Depth Estimation (I8)
95% 1553
12.0 IPS
 
Style Transfer (F32)
100% 929
1.22 IPS
 
Style Transfer (F16)
100% 957
1.26 IPS
 
Style Transfer (I8)
98% 2325
3.06 IPS
 
Image Super-Resolution (F32)
100% 318
11.4 IPS
 
Image Super-Resolution (F16)
100% 316
11.3 IPS
 
Image Super-Resolution (I8)
98% 1086
38.8 IPS
 
Text Classification (F32)
100% 362
520.6 IPS
 
Text Classification (F16)
100% 367
527.7 IPS
 
Text Classification (I8)
92% 604
868.0 IPS
 
Machine Translation (F32)
100% 697
12.8 IPS
 
Machine Translation (F16)
100% 692
12.7 IPS
 
Machine Translation (I8)
64% 799
14.7 IPS
 

Compare

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