Geekbench ML Score

664
TensorFlow Lite GPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

User Cho_Seung_Woo
Upload Date February 23 2024 02:58 AM
Views 3

System Information

System Information
Operating System Android 14
Model Samsung Galaxy S21+ 5G
Model IDsamsung SM-G996N
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 7.03 GB
Inference Information
Framework TensorFlow Lite
Backend GPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 438
82.0 IPS
 
Image Classification (F16)
100% 760
142.3 IPS
 
Image Classification (I8)
97% 713
133.4 IPS
 
Image Segmentation (F32)
100% 575
9.60 IPS
 
Image Segmentation (F16)
100% 958
16.0 IPS
 
Image Segmentation (I8)
98% 935
15.6 IPS
 
Pose Estimation (F32)
100% 266
0.32 IPS
 
Pose Estimation (F16)
100% 340
0.41 IPS
 
Pose Estimation (I8)
100% 338
0.41 IPS
 
Object Detection (F32)
100% 355
26.5 IPS
 
Object Detection (F16)
100% 558
41.6 IPS
 
Object Detection (I8)
62% 555
41.4 IPS
 
Face Detection (F32)
100% 1498
17.8 IPS
 
Face Detection (F16)
98% 2273
27.0 IPS
 
Face Detection (I8)
86% 2098
24.9 IPS
 
Depth Estimation (F32)
100% 579
4.49 IPS
 
Depth Estimation (F16)
100% 763
5.91 IPS
 
Depth Estimation (I8)
95% 756
5.86 IPS
 
Style Transfer (F32)
100% 1209
1.59 IPS
 
Style Transfer (F16)
100% 2096
2.76 IPS
 
Style Transfer (I8)
98% 2089
2.75 IPS
 
Image Super-Resolution (F32)
100% 400
14.3 IPS
 
Image Super-Resolution (F16)
100% 678
24.2 IPS
 
Image Super-Resolution (I8)
98% 674
24.1 IPS
 
Text Classification (F32)
100% 285
409.8 IPS
 
Text Classification (F16)
100% 287
412.8 IPS
 
Text Classification (I8)
92% 512
735.7 IPS
 
Machine Translation (F32)
100% 473
8.71 IPS
 
Machine Translation (F16)
100% 464
8.54 IPS
 
Machine Translation (I8)
64% 539
9.92 IPS
 

Compare

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