Geekbench ML Score

477
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

User SebsDaBaws
Upload Date August 20 2024 11:50 AM
Views 3

System Information

System Information
Operating System Android 14
Model Samsung Galaxy S23
Model IDsamsung SM-S911B
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 6.89 GB
Inference Information
Framework TensorFlow Lite
Backend NNAPI
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 256
48.0 IPS
 
Image Classification (F16)
100% 248
46.5 IPS
 
Image Classification (I8)
97% 585
109.5 IPS
 
Image Segmentation (F32)
100% 299
4.99 IPS
 
Image Segmentation (F16)
100% 298
4.98 IPS
 
Image Segmentation (I8)
98% 546
9.12 IPS
 
Pose Estimation (F32)
100% 405
0.49 IPS
 
Pose Estimation (F16)
100% 405
0.49 IPS
 
Pose Estimation (I8)
100% 1603
1.94 IPS
 
Object Detection (F32)
100% 241
18.0 IPS
 
Object Detection (F16)
100% 224
16.7 IPS
 
Object Detection (I8)
61% 570
42.6 IPS
 
Face Detection (F32)
100% 530
6.31 IPS
 
Face Detection (F16)
100% 541
6.44 IPS
 
Face Detection (I8)
86% 1071
12.7 IPS
 
Depth Estimation (F32)
100% 450
3.49 IPS
 
Depth Estimation (F16)
100% 445
3.45 IPS
 
Depth Estimation (I8)
95% 1164
9.03 IPS
 
Style Transfer (F32)
100% 730
0.96 IPS
 
Style Transfer (F16)
100% 762
1.00 IPS
 
Style Transfer (I8)
98% 1684
2.22 IPS
 
Image Super-Resolution (F32)
100% 243
8.69 IPS
 
Image Super-Resolution (F16)
100% 240
8.59 IPS
 
Image Super-Resolution (I8)
98% 828
29.6 IPS
 
Text Classification (F32)
100% 294
421.8 IPS
 
Text Classification (F16)
100% 294
422.8 IPS
 
Text Classification (I8)
92% 420
603.8 IPS
 
Machine Translation (F32)
100% 508
9.36 IPS
 
Machine Translation (F16)
100% 537
9.88 IPS
 
Machine Translation (I8)
64% 489
8.99 IPS
 

Compare

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