Geekbench ML Score

474
TensorFlow Lite GPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date August 18 2024 11:22 AM
Views 1

System Information

System Information
Operating System Android 14
Model samsung SM-A556E
Model IDsamsung SM-A556E
Motherboard s5e8845
Governorenergy_aware
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3393 revision 2
Base Frequency 2.05 GHz
Cluster 14 Cores @ 2.05 GHz
Cluster 24 Cores @ 2.75 GHz
Memory Information
Size 7.26 GB
Inference Information
Framework TensorFlow Lite
Backend GPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 175
32.8 IPS
 
Image Classification (F16)
100% 260
48.7 IPS
 
Image Classification (I8)
99% 245
45.9 IPS
 
Image Segmentation (F32)
100% 444
7.42 IPS
 
Image Segmentation (F16)
100% 600
10.0 IPS
 
Image Segmentation (I8)
98% 589
9.84 IPS
 
Pose Estimation (F32)
100% 385
0.47 IPS
 
Pose Estimation (F16)
100% 484
0.59 IPS
 
Pose Estimation (I8)
100% 500
0.61 IPS
 
Object Detection (F32)
100% 272
20.3 IPS
 
Object Detection (F16)
100% 354
26.5 IPS
 
Object Detection (I8)
58% 343
25.6 IPS
 
Face Detection (F32)
100% 912
10.8 IPS
 
Face Detection (F16)
97% 1153
13.7 IPS
 
Face Detection (I8)
86% 1053
12.5 IPS
 
Depth Estimation (F32)
100% 681
5.28 IPS
 
Depth Estimation (F16)
100% 940
7.29 IPS
 
Depth Estimation (I8)
95% 919
7.13 IPS
 
Style Transfer (F32)
100% 1876
2.47 IPS
 
Style Transfer (F16)
100% 2093
2.75 IPS
 
Style Transfer (I8)
98% 2106
2.77 IPS
 
Image Super-Resolution (F32)
100% 353
12.6 IPS
 
Image Super-Resolution (F16)
100% 483
17.2 IPS
 
Image Super-Resolution (I8)
98% 469
16.8 IPS
 
Text Classification (F32)
100% 119
171.4 IPS
 
Text Classification (F16)
100% 120
172.3 IPS
 
Text Classification (I8)
92% 295
424.0 IPS
 
Machine Translation (F32)
100% 224
4.13 IPS
 
Machine Translation (F16)
100% 227
4.17 IPS
 
Machine Translation (I8)
64% 391
7.19 IPS
 

Compare

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