Geekbench ML Score

583
TensorFlow Lite GPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date May 29 2024 07:47 AM
Views 1

System Information

System Information
Operating System Android 13
Model Samsung Galaxy S20 FE 5G
Model IDsamsung SM-G780G
Motherboard kona
Governorschedutil
CPU Information
Name ARM Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3341 revision 0
Base Frequency 1.80 GHz
Cluster 14 Cores @ 1.80 GHz
Cluster 23 Cores @ 2.42 GHz
Cluster 31 Core @ 2.84 GHz
Memory Information
Size 5.50 GB
Inference Information
Framework TensorFlow Lite
Backend GPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 265
49.6 IPS
 
Image Classification (F16)
100% 385
72.1 IPS
 
Image Classification (I8)
97% 390
72.9 IPS
 
Image Segmentation (F32)
100% 345
5.77 IPS
 
Image Segmentation (F16)
100% 669
11.2 IPS
 
Image Segmentation (I8)
98% 659
11.0 IPS
 
Pose Estimation (F32)
100% 476
0.58 IPS
 
Pose Estimation (F16)
100% 960
1.16 IPS
 
Pose Estimation (I8)
100% 960
1.16 IPS
 
Object Detection (F32)
100% 226
16.9 IPS
 
Object Detection (F16)
100% 324
24.2 IPS
 
Object Detection (I8)
62% 376
28.1 IPS
 
Face Detection (F32)
100% 690
8.21 IPS
 
Face Detection (F16)
97% 1475
17.5 IPS
 
Face Detection (I8)
87% 1541
18.3 IPS
 
Depth Estimation (F32)
100% 588
4.56 IPS
 
Depth Estimation (F16)
100% 1148
8.90 IPS
 
Depth Estimation (I8)
95% 1156
8.97 IPS
 
Style Transfer (F32)
100% 1102
1.45 IPS
 
Style Transfer (F16)
100% 2878
3.79 IPS
 
Style Transfer (I8)
98% 2876
3.78 IPS
 
Image Super-Resolution (F32)
100% 295
10.5 IPS
 
Image Super-Resolution (F16)
100% 667
23.8 IPS
 
Image Super-Resolution (I8)
98% 665
23.7 IPS
 
Text Classification (F32)
100% 209
300.1 IPS
 
Text Classification (F16)
100% 208
298.7 IPS
 
Text Classification (I8)
92% 361
519.1 IPS
 
Machine Translation (F32)
100% 353
6.49 IPS
 
Machine Translation (F16)
100% 354
6.51 IPS
 
Machine Translation (I8)
64% 446
8.21 IPS
 

Compare

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