Geekbench ML Score

689
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date July 18 2024 12:22 PM
Views 1

System Information

System Information
Operating System Android 14
Model samsung SM-F956B
Model IDsamsung SM-F956B
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% 324
60.6 IPS
 
Image Classification (F16)
100% 317
59.3 IPS
 
Image Classification (I8)
97% 822
153.8 IPS
 
Image Segmentation (F32)
100% 390
6.51 IPS
 
Image Segmentation (F16)
100% 387
6.46 IPS
 
Image Segmentation (I8)
98% 787
13.1 IPS
 
Pose Estimation (F32)
100% 533
0.65 IPS
 
Pose Estimation (F16)
100% 525
0.64 IPS
 
Pose Estimation (I8)
100% 2090
2.53 IPS
 
Object Detection (F32)
100% 324
24.2 IPS
 
Object Detection (F16)
100% 325
24.2 IPS
 
Object Detection (I8)
61% 884
66.0 IPS
 
Face Detection (F32)
100% 757
9.01 IPS
 
Face Detection (F16)
100% 745
8.86 IPS
 
Face Detection (I8)
86% 1798
21.4 IPS
 
Depth Estimation (F32)
100% 664
5.15 IPS
 
Depth Estimation (F16)
100% 661
5.12 IPS
 
Depth Estimation (I8)
95% 1875
14.5 IPS
 
Style Transfer (F32)
100% 1048
1.38 IPS
 
Style Transfer (F16)
100% 1037
1.36 IPS
 
Style Transfer (I8)
98% 2584
3.40 IPS
 
Image Super-Resolution (F32)
100% 377
13.5 IPS
 
Image Super-Resolution (F16)
100% 377
13.5 IPS
 
Image Super-Resolution (I8)
98% 1268
45.3 IPS
 
Text Classification (F32)
100% 444
638.5 IPS
 
Text Classification (F16)
100% 447
642.4 IPS
 
Text Classification (I8)
92% 713
1.03 KIPS
 
Machine Translation (F32)
100% 738
13.6 IPS
 
Machine Translation (F16)
100% 716
13.2 IPS
 
Machine Translation (I8)
64% 828
15.2 IPS
 

Compare

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