Geekbench ML Score

572
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date August 18 2024 04:17 AM
Views 1

System Information

System Information
Operating System Android 14
Model Samsung Galaxy S21 FE
Model IDsamsung SM-G990U
Motherboard lahaina
Governorschedutil
CPU Information
Name ARM SM8350
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3396 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 5.24 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 260
48.7 IPS
 
Image Classification (F16)
100% 254
47.5 IPS
 
Image Classification (I8)
97% 594
111.2 IPS
 
Image Segmentation (F32)
100% 353
5.90 IPS
 
Image Segmentation (F16)
100% 352
5.88 IPS
 
Image Segmentation (I8)
98% 509
8.50 IPS
 
Pose Estimation (F32)
100% 504
0.61 IPS
 
Pose Estimation (F16)
100% 528
0.64 IPS
 
Pose Estimation (I8)
100% 2784
3.37 IPS
 
Object Detection (F32)
100% 276
20.6 IPS
 
Object Detection (F16)
100% 275
20.5 IPS
 
Object Detection (I8)
61% 814
60.7 IPS
 
Face Detection (F32)
100% 615
7.32 IPS
 
Face Detection (F16)
100% 619
7.36 IPS
 
Face Detection (I8)
86% 1339
15.9 IPS
 
Depth Estimation (F32)
100% 569
4.41 IPS
 
Depth Estimation (F16)
100% 592
4.59 IPS
 
Depth Estimation (I8)
95% 1515
11.8 IPS
 
Style Transfer (F32)
100% 1043
1.37 IPS
 
Style Transfer (F16)
100% 982
1.29 IPS
 
Style Transfer (I8)
98% 2726
3.59 IPS
 
Image Super-Resolution (F32)
100% 350
12.5 IPS
 
Image Super-Resolution (F16)
100% 375
13.4 IPS
 
Image Super-Resolution (I8)
98% 1262
45.1 IPS
 
Text Classification (F32)
100% 334
479.7 IPS
 
Text Classification (F16)
100% 325
467.7 IPS
 
Text Classification (I8)
92% 297
426.6 IPS
 
Machine Translation (F32)
100% 626
11.5 IPS
 
Machine Translation (F16)
100% 592
10.9 IPS
 
Machine Translation (I8)
64% 326
6.00 IPS
 

Compare

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