Geekbench ML Score

1039
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date October 15 2024 09:12 AM
Views 1

System Information

System Information
Operating System Android 14
Model samsung SM-X910
Model IDsamsung SM-X910
Motherboard kalama
Governorwalt
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3406 revision 0
Base Frequency 2.02 GHz
Cluster 13 Cores @ 2.02 GHz
Cluster 24 Cores @ 2.80 GHz
Cluster 31 Core @ 3.36 GHz
Memory Information
Size 10.91 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 398
74.6 IPS
 
Image Classification (F16)
100% 518
96.9 IPS
 
Image Classification (I8)
97% 881
164.8 IPS
 
Image Segmentation (F32)
100% 646
10.8 IPS
 
Image Segmentation (F16)
100% 667
11.1 IPS
 
Image Segmentation (I8)
98% 790
13.2 IPS
 
Pose Estimation (F32)
100% 1246
1.51 IPS
 
Pose Estimation (F16)
100% 1226
1.48 IPS
 
Pose Estimation (I8)
100% 4943
5.99 IPS
 
Object Detection (F32)
100% 548
40.9 IPS
 
Object Detection (F16)
100% 545
40.7 IPS
 
Object Detection (I8)
61% 1130
84.4 IPS
 
Face Detection (F32)
100% 1134
13.5 IPS
 
Face Detection (F16)
100% 1070
12.7 IPS
 
Face Detection (I8)
86% 1912
22.7 IPS
 
Depth Estimation (F32)
100% 1214
9.41 IPS
 
Depth Estimation (F16)
100% 1208
9.36 IPS
 
Depth Estimation (I8)
95% 2234
17.3 IPS
 
Style Transfer (F32)
100% 2208
2.90 IPS
 
Style Transfer (F16)
100% 2305
3.03 IPS
 
Style Transfer (I8)
98% 4526
5.95 IPS
 
Image Super-Resolution (F32)
100% 773
27.6 IPS
 
Image Super-Resolution (F16)
100% 791
28.2 IPS
 
Image Super-Resolution (I8)
98% 2046
73.1 IPS
 
Text Classification (F32)
100% 603
866.0 IPS
 
Text Classification (F16)
100% 609
875.4 IPS
 
Text Classification (I8)
92% 471
676.5 IPS
 
Machine Translation (F32)
100% 1132
20.8 IPS
 
Machine Translation (F16)
100% 1102
20.3 IPS
 
Machine Translation (I8)
64% 429
7.90 IPS
 

Compare

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