Geekbench ML Score

363
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date March 27 2024 07:17 PM
Views 1

System Information

System Information
Operating System Android 14
Model Samsung Galaxy A52
Model IDsamsung SM-A525F
Motherboard atoll
Governorschedutil
CPU Information
Name Qualcomm Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 81 architecture 8 variant 15 part 2052 revision 15
Base Frequency 1.80 GHz
Cluster 16 Cores @ 1.80 GHz
Cluster 22 Cores @ 2.32 GHz
Memory Information
Size 5.37 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 180
33.7 IPS
 
Image Classification (F16)
100% 178
33.4 IPS
 
Image Classification (I8)
97% 415
77.7 IPS
 
Image Segmentation (F32)
100% 255
4.27 IPS
 
Image Segmentation (F16)
100% 252
4.21 IPS
 
Image Segmentation (I8)
98% 348
5.81 IPS
 
Pose Estimation (F32)
100% 339
0.41 IPS
 
Pose Estimation (F16)
100% 339
0.41 IPS
 
Pose Estimation (I8)
100% 1759
2.13 IPS
 
Object Detection (F32)
100% 201
15.0 IPS
 
Object Detection (F16)
100% 195
14.6 IPS
 
Object Detection (I8)
61% 518
38.7 IPS
 
Face Detection (F32)
100% 391
4.65 IPS
 
Face Detection (F16)
100% 390
4.64 IPS
 
Face Detection (I8)
86% 733
8.71 IPS
 
Depth Estimation (F32)
100% 333
2.58 IPS
 
Depth Estimation (F16)
100% 321
2.49 IPS
 
Depth Estimation (I8)
95% 846
6.56 IPS
 
Style Transfer (F32)
100% 476
0.63 IPS
 
Style Transfer (F16)
100% 572
0.75 IPS
 
Style Transfer (I8)
98% 1861
2.45 IPS
 
Image Super-Resolution (F32)
100% 196
7.02 IPS
 
Image Super-Resolution (F16)
100% 196
6.99 IPS
 
Image Super-Resolution (I8)
98% 787
28.1 IPS
 
Text Classification (F32)
100% 224
322.3 IPS
 
Text Classification (F16)
100% 222
318.8 IPS
 
Text Classification (I8)
92% 206
296.7 IPS
 
Machine Translation (F32)
100% 402
7.41 IPS
 
Machine Translation (F16)
100% 428
7.87 IPS
 
Machine Translation (I8)
64% 204
3.76 IPS
 

Compare

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