Geekbench ML Score

432
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date May 09 2024 11:37 AM
Views 1

System Information

System Information
Operating System Android 14
Model Samsung Galaxy S21 FE
Model IDsamsung SM-G990E
Motherboard exynos2100
Governorenergy_step
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3396 revision 0
Base Frequency 2.21 GHz
Cluster 14 Cores @ 2.21 GHz
Cluster 23 Cores @ 2.81 GHz
Cluster 31 Core @ 2.91 GHz
Memory Information
Size 7.13 GB
Inference Information
Framework TensorFlow Lite
Backend NNAPI
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 170
31.8 IPS
 
Image Classification (F16)
100% 166
31.0 IPS
 
Image Classification (I8)
97% 463
86.7 IPS
 
Image Segmentation (F32)
100% 386
6.45 IPS
 
Image Segmentation (F16)
100% 510
8.52 IPS
 
Image Segmentation (I8)
98% 478
7.98 IPS
 
Pose Estimation (F32)
100% 1532
1.85 IPS
 
Pose Estimation (F16)
100% 6278
7.60 IPS
 
Pose Estimation (I8)
100% 1264
1.53 IPS
 
Object Detection (F32)
100% 170
12.7 IPS
 
Object Detection (F16)
100% 171
12.8 IPS
 
Object Detection (I8)
61% 522
38.9 IPS
 
Face Detection (F32)
100% 415
4.94 IPS
 
Face Detection (F16)
100% 403
4.79 IPS
 
Face Detection (I8)
86% 958
11.4 IPS
 
Depth Estimation (F32)
100% 360
2.79 IPS
 
Depth Estimation (F16)
100% 355
2.76 IPS
 
Depth Estimation (I8)
95% 1123
8.71 IPS
 
Style Transfer (F32)
100% 727
0.96 IPS
 
Style Transfer (F16)
100% 726
0.96 IPS
 
Style Transfer (I8)
98% 618
0.81 IPS
 
Image Super-Resolution (F32)
100% 416
14.9 IPS
 
Image Super-Resolution (F16)
100% 650
23.2 IPS
 
Image Super-Resolution (I8)
98% 852
30.4 IPS
 
Text Classification (F32)
100% 80
114.3 IPS
 
Text Classification (F16)
100% 85
121.7 IPS
 
Text Classification (I8)
92% 59
85.1 IPS
 
Machine Translation (F32)
100% 420
7.72 IPS
 
Machine Translation (F16)
100% 395
7.28 IPS
 
Machine Translation (I8)
64% 463
8.51 IPS
 

Compare

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