Geekbench ML Score

651
TensorFlow Lite GPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date May 26 2024 05:36 PM
Views 1

System Information

System Information
Operating System Android 14
Model Samsung Galaxy S21 5G
Model IDsamsung SM-G991W
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 7.19 GB
Inference Information
Framework TensorFlow Lite
Backend GPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 389
72.8 IPS
 
Image Classification (F16)
100% 358
67.0 IPS
 
Image Classification (I8)
97% 373
69.9 IPS
 
Image Segmentation (F32)
100% 645
10.8 IPS
 
Image Segmentation (F16)
100% 763
12.7 IPS
 
Image Segmentation (I8)
98% 749
12.5 IPS
 
Pose Estimation (F32)
100% 715
0.87 IPS
 
Pose Estimation (F16)
100% 378
0.46 IPS
 
Pose Estimation (I8)
100% 375
0.45 IPS
 
Object Detection (F32)
100% 238
17.8 IPS
 
Object Detection (F16)
100% 229
17.1 IPS
 
Object Detection (I8)
62% 224
16.7 IPS
 
Face Detection (F32)
100% 1426
17.0 IPS
 
Face Detection (F16)
97% 1623
19.3 IPS
 
Face Detection (I8)
87% 1548
18.4 IPS
 
Depth Estimation (F32)
100% 1010
7.83 IPS
 
Depth Estimation (F16)
100% 1304
10.1 IPS
 
Depth Estimation (I8)
95% 1288
9.99 IPS
 
Style Transfer (F32)
100% 2073
2.73 IPS
 
Style Transfer (F16)
100% 3747
4.93 IPS
 
Style Transfer (I8)
98% 3751
4.93 IPS
 
Image Super-Resolution (F32)
100% 384
13.7 IPS
 
Image Super-Resolution (F16)
100% 519
18.5 IPS
 
Image Super-Resolution (I8)
98% 528
18.8 IPS
 
Text Classification (F32)
100% 290
416.1 IPS
 
Text Classification (F16)
100% 320
460.4 IPS
 
Text Classification (I8)
92% 509
731.4 IPS
 
Machine Translation (F32)
100% 466
8.58 IPS
 
Machine Translation (F16)
100% 454
8.36 IPS
 
Machine Translation (I8)
64% 586
10.8 IPS
 

Compare

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