Geekbench ML Score

444
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date September 02 2024 12:28 AM
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% 295
55.2 IPS
 
Image Classification (F16)
100% 283
52.9 IPS
 
Image Classification (I8)
97% 742
138.9 IPS
 
Image Segmentation (F32)
100% 340
5.68 IPS
 
Image Segmentation (F16)
100% 327
5.46 IPS
 
Image Segmentation (I8)
98% 607
10.1 IPS
 
Pose Estimation (F32)
100% 413
0.50 IPS
 
Pose Estimation (F16)
100% 386
0.47 IPS
 
Pose Estimation (I8)
100% 1335
1.62 IPS
 
Object Detection (F32)
100% 204
15.2 IPS
 
Object Detection (F16)
100% 203
15.2 IPS
 
Object Detection (I8)
61% 539
40.2 IPS
 
Face Detection (F32)
100% 508
6.04 IPS
 
Face Detection (F16)
100% 481
5.72 IPS
 
Face Detection (I8)
86% 992
11.8 IPS
 
Depth Estimation (F32)
100% 383
2.97 IPS
 
Depth Estimation (F16)
100% 389
3.01 IPS
 
Depth Estimation (I8)
95% 1005
7.79 IPS
 
Style Transfer (F32)
100% 631
0.83 IPS
 
Style Transfer (F16)
100% 625
0.82 IPS
 
Style Transfer (I8)
98% 1503
1.98 IPS
 
Image Super-Resolution (F32)
100% 211
7.52 IPS
 
Image Super-Resolution (F16)
100% 209
7.46 IPS
 
Image Super-Resolution (I8)
98% 686
24.5 IPS
 
Text Classification (F32)
100% 243
349.3 IPS
 
Text Classification (F16)
100% 245
351.9 IPS
 
Text Classification (I8)
92% 400
574.9 IPS
 
Machine Translation (F32)
100% 446
8.20 IPS
 
Machine Translation (F16)
100% 425
7.82 IPS
 
Machine Translation (I8)
64% 455
8.37 IPS
 

Compare

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