Geekbench ML Score

534
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date July 06 2024 10:16 AM
Views 2

System Information

System Information
Operating System Android 13
Model Samsung Galaxy A73
Model IDsamsung SM-A736B
Motherboard lahaina
Governorschedutil
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3393 revision 1
Base Frequency 1.80 GHz
Cluster 14 Cores @ 1.80 GHz
Cluster 24 Cores @ 2.40 GHz
Memory Information
Size 7.16 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 247
46.3 IPS
 
Image Classification (F16)
100% 256
48.0 IPS
 
Image Classification (I8)
97% 627
117.3 IPS
 
Image Segmentation (F32)
100% 326
5.44 IPS
 
Image Segmentation (F16)
100% 350
5.84 IPS
 
Image Segmentation (I8)
98% 437
7.29 IPS
 
Pose Estimation (F32)
100% 502
0.61 IPS
 
Pose Estimation (F16)
100% 505
0.61 IPS
 
Pose Estimation (I8)
100% 2800
3.39 IPS
 
Object Detection (F32)
100% 278
20.7 IPS
 
Object Detection (F16)
100% 259
19.4 IPS
 
Object Detection (I8)
61% 734
54.8 IPS
 
Face Detection (F32)
100% 516
6.14 IPS
 
Face Detection (F16)
100% 505
6.01 IPS
 
Face Detection (I8)
86% 1371
16.3 IPS
 
Depth Estimation (F32)
100% 542
4.21 IPS
 
Depth Estimation (F16)
100% 520
4.03 IPS
 
Depth Estimation (I8)
95% 1356
10.5 IPS
 
Style Transfer (F32)
100% 886
1.17 IPS
 
Style Transfer (F16)
100% 885
1.16 IPS
 
Style Transfer (I8)
98% 2451
3.22 IPS
 
Image Super-Resolution (F32)
100% 325
11.6 IPS
 
Image Super-Resolution (F16)
100% 338
12.1 IPS
 
Image Super-Resolution (I8)
98% 1093
39.1 IPS
 
Text Classification (F32)
100% 335
481.5 IPS
 
Text Classification (F16)
100% 343
492.5 IPS
 
Text Classification (I8)
92% 313
449.4 IPS
 
Machine Translation (F32)
100% 568
10.5 IPS
 
Machine Translation (F16)
100% 548
10.1 IPS
 
Machine Translation (I8)
64% 263
4.84 IPS
 

Compare

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