Geekbench ML Score

522
TensorFlow Lite GPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date September 06 2024 09:49 PM
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% 264
49.5 IPS
 
Image Classification (F16)
100% 394
73.7 IPS
 
Image Classification (I8)
97% 407
76.1 IPS
 
Image Segmentation (F32)
100% 346
5.77 IPS
 
Image Segmentation (F16)
100% 653
10.9 IPS
 
Image Segmentation (I8)
98% 690
11.5 IPS
 
Pose Estimation (F32)
100% 474
0.57 IPS
 
Pose Estimation (F16)
100% 957
1.16 IPS
 
Pose Estimation (I8)
100% 958
1.16 IPS
 
Object Detection (F32)
100% 205
15.3 IPS
 
Object Detection (F16)
100% 321
24.0 IPS
 
Object Detection (I8)
62% 374
27.9 IPS
 
Face Detection (F32)
100% 653
7.76 IPS
 
Face Detection (F16)
97% 1140
13.6 IPS
 
Face Detection (I8)
87% 1205
14.3 IPS
 
Depth Estimation (F32)
100% 587
4.55 IPS
 
Depth Estimation (F16)
100% 1156
8.96 IPS
 
Depth Estimation (I8)
95% 1143
8.86 IPS
 
Style Transfer (F32)
100% 1080
1.42 IPS
 
Style Transfer (F16)
100% 2693
3.54 IPS
 
Style Transfer (I8)
98% 2700
3.55 IPS
 
Image Super-Resolution (F32)
100% 272
9.73 IPS
 
Image Super-Resolution (F16)
100% 465
16.6 IPS
 
Image Super-Resolution (I8)
98% 476
17.0 IPS
 
Text Classification (F32)
100% 151
217.5 IPS
 
Text Classification (F16)
100% 157
226.0 IPS
 
Text Classification (I8)
92% 264
378.7 IPS
 
Machine Translation (F32)
100% 269
4.96 IPS
 
Machine Translation (F16)
100% 271
4.99 IPS
 
Machine Translation (I8)
64% 329
6.05 IPS
 

Compare

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