Geekbench ML Score

282
TensorFlow Lite GPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date February 01 2025 12:56 PM
Views 3

System Information

System Information
Operating System Android 14
Model Samsung Galaxy A53 5G
Model IDsamsung SM-A536B
Motherboard s5e8825
Governorenergy_aware
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3393 revision 1
Base Frequency 2.00 GHz
Cluster 16 Cores @ 2.00 GHz
Cluster 22 Cores @ 2.40 GHz
Memory Information
Size 5.26 GB
Inference Information
Framework TensorFlow Lite
Backend GPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 102
19.2 IPS
 
Image Classification (F16)
100% 201
37.6 IPS
 
Image Classification (I8)
97% 195
36.5 IPS
 
Image Segmentation (F32)
100% 203
3.39 IPS
 
Image Segmentation (F16)
100% 367
6.12 IPS
 
Image Segmentation (I8)
98% 363
6.06 IPS
 
Pose Estimation (F32)
100% 148
0.18 IPS
 
Pose Estimation (F16)
100% 174
0.21 IPS
 
Pose Estimation (I8)
100% 173
0.21 IPS
 
Object Detection (F32)
100% 138
10.3 IPS
 
Object Detection (F16)
100% 226
16.9 IPS
 
Object Detection (I8)
62% 217
16.2 IPS
 
Face Detection (F32)
100% 542
6.45 IPS
 
Face Detection (F16)
98% 813
9.66 IPS
 
Face Detection (I8)
86% 758
9.02 IPS
 
Depth Estimation (F32)
100% 293
2.27 IPS
 
Depth Estimation (F16)
100% 379
2.94 IPS
 
Depth Estimation (I8)
95% 376
2.92 IPS
 
Style Transfer (F32)
100% 583
0.77 IPS
 
Style Transfer (F16)
100% 822
1.08 IPS
 
Style Transfer (I8)
98% 822
1.08 IPS
 
Image Super-Resolution (F32)
100% 164
5.85 IPS
 
Image Super-Resolution (F16)
100% 250
8.94 IPS
 
Image Super-Resolution (I8)
98% 250
8.93 IPS
 
Text Classification (F32)
100% 148
212.7 IPS
 
Text Classification (F16)
100% 152
219.0 IPS
 
Text Classification (I8)
92% 310
445.7 IPS
 
Machine Translation (F32)
100% 262
4.82 IPS
 
Machine Translation (F16)
100% 268
4.92 IPS
 
Machine Translation (I8)
64% 362
6.67 IPS
 

Compare

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