Geekbench ML Score

287
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date August 16 2024 09:55 PM
Views 1

System Information

System Information
Operating System Android 14
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 NNAPI
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 124
23.1 IPS
 
Image Classification (F16)
100% 124
23.2 IPS
 
Image Classification (I8)
97% 340
63.6 IPS
 
Image Segmentation (F32)
100% 164
2.73 IPS
 
Image Segmentation (F16)
100% 164
2.73 IPS
 
Image Segmentation (I8)
98% 365
6.09 IPS
 
Pose Estimation (F32)
100% 220
0.27 IPS
 
Pose Estimation (F16)
100% 219
0.27 IPS
 
Pose Estimation (I8)
100% 834
1.01 IPS
 
Object Detection (F32)
100% 130
9.67 IPS
 
Object Detection (F16)
100% 130
9.67 IPS
 
Object Detection (I8)
61% 371
27.7 IPS
 
Face Detection (F32)
100% 317
3.77 IPS
 
Face Detection (F16)
100% 317
3.77 IPS
 
Face Detection (I8)
86% 749
8.91 IPS
 
Depth Estimation (F32)
100% 277
2.15 IPS
 
Depth Estimation (F16)
100% 277
2.15 IPS
 
Depth Estimation (I8)
95% 808
6.27 IPS
 
Style Transfer (F32)
100% 471
0.62 IPS
 
Style Transfer (F16)
100% 471
0.62 IPS
 
Style Transfer (I8)
98% 1299
1.71 IPS
 
Image Super-Resolution (F32)
100% 142
5.07 IPS
 
Image Super-Resolution (F16)
100% 142
5.08 IPS
 
Image Super-Resolution (I8)
98% 502
17.9 IPS
 
Text Classification (F32)
100% 167
240.7 IPS
 
Text Classification (F16)
100% 168
240.8 IPS
 
Text Classification (I8)
92% 322
462.2 IPS
 
Machine Translation (F32)
100% 300
5.52 IPS
 
Machine Translation (F16)
100% 299
5.50 IPS
 
Machine Translation (I8)
64% 391
7.19 IPS
 

Compare

Set Baseline Geekbench 6 now available