Geekbench ML Score

658
TensorFlow Lite GPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date May 22 2024 04:24 PM
Views 1

System Information

System Information
Operating System Android 14
Model Samsung Galaxy S21 Ultra 5G
Model IDsamsung SM-G998U
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 10.07 GB
Inference Information
Framework TensorFlow Lite
Backend GPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 409
76.6 IPS
 
Image Classification (F16)
100% 413
77.2 IPS
 
Image Classification (I8)
97% 377
70.5 IPS
 
Image Segmentation (F32)
100% 611
10.2 IPS
 
Image Segmentation (F16)
100% 801
13.4 IPS
 
Image Segmentation (I8)
98% 708
11.8 IPS
 
Pose Estimation (F32)
100% 715
0.87 IPS
 
Pose Estimation (F16)
100% 375
0.45 IPS
 
Pose Estimation (I8)
100% 396
0.48 IPS
 
Object Detection (F32)
100% 315
23.5 IPS
 
Object Detection (F16)
100% 306
22.9 IPS
 
Object Detection (I8)
62% 233
17.4 IPS
 
Face Detection (F32)
100% 1464
17.4 IPS
 
Face Detection (F16)
97% 2004
23.8 IPS
 
Face Detection (I8)
87% 1529
18.2 IPS
 
Depth Estimation (F32)
100% 946
7.34 IPS
 
Depth Estimation (F16)
100% 1312
10.2 IPS
 
Depth Estimation (I8)
95% 1302
10.1 IPS
 
Style Transfer (F32)
100% 2083
2.74 IPS
 
Style Transfer (F16)
100% 3318
4.37 IPS
 
Style Transfer (I8)
98% 3723
4.90 IPS
 
Image Super-Resolution (F32)
100% 469
16.7 IPS
 
Image Super-Resolution (F16)
100% 491
17.5 IPS
 
Image Super-Resolution (I8)
98% 493
17.6 IPS
 
Text Classification (F32)
100% 265
380.8 IPS
 
Text Classification (F16)
100% 266
382.3 IPS
 
Text Classification (I8)
92% 509
730.9 IPS
 
Machine Translation (F32)
100% 427
7.86 IPS
 
Machine Translation (F16)
100% 407
7.50 IPS
 
Machine Translation (I8)
64% 528
9.71 IPS
 

Compare

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