Geekbench ML Score

591
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date May 29 2024 07:43 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 CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 271
50.7 IPS
 
Image Classification (F16)
100% 300
56.2 IPS
 
Image Classification (I8)
97% 675
126.4 IPS
 
Image Segmentation (F32)
100% 382
6.39 IPS
 
Image Segmentation (F16)
100% 380
6.35 IPS
 
Image Segmentation (I8)
98% 500
8.34 IPS
 
Pose Estimation (F32)
100% 581
0.70 IPS
 
Pose Estimation (F16)
100% 606
0.73 IPS
 
Pose Estimation (I8)
100% 2573
3.12 IPS
 
Object Detection (F32)
100% 314
23.4 IPS
 
Object Detection (F16)
100% 358
26.7 IPS
 
Object Detection (I8)
61% 759
56.6 IPS
 
Face Detection (F32)
100% 638
7.59 IPS
 
Face Detection (F16)
100% 640
7.61 IPS
 
Face Detection (I8)
86% 1697
20.2 IPS
 
Depth Estimation (F32)
100% 567
4.40 IPS
 
Depth Estimation (F16)
100% 563
4.37 IPS
 
Depth Estimation (I8)
95% 1387
10.8 IPS
 
Style Transfer (F32)
100% 946
1.24 IPS
 
Style Transfer (F16)
100% 946
1.24 IPS
 
Style Transfer (I8)
98% 2771
3.64 IPS
 
Image Super-Resolution (F32)
100% 360
12.9 IPS
 
Image Super-Resolution (F16)
100% 347
12.4 IPS
 
Image Super-Resolution (I8)
98% 1703
60.8 IPS
 
Text Classification (F32)
100% 299
429.3 IPS
 
Text Classification (F16)
100% 249
358.5 IPS
 
Text Classification (I8)
92% 277
398.4 IPS
 
Machine Translation (F32)
100% 642
11.8 IPS
 
Machine Translation (F16)
100% 680
12.5 IPS
 
Machine Translation (I8)
64% 319
5.88 IPS
 

Compare

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