Geekbench ML Score

410
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date May 08 2024 10:29 AM
Views 2

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% 210
39.3 IPS
 
Image Classification (F16)
100% 210
39.3 IPS
 
Image Classification (I8)
97% 467
87.4 IPS
 
Image Segmentation (F32)
100% 231
3.86 IPS
 
Image Segmentation (F16)
100% 232
3.88 IPS
 
Image Segmentation (I8)
98% 447
7.46 IPS
 
Pose Estimation (F32)
100% 332
0.40 IPS
 
Pose Estimation (F16)
100% 328
0.40 IPS
 
Pose Estimation (I8)
100% 1276
1.54 IPS
 
Object Detection (F32)
100% 194
14.5 IPS
 
Object Detection (F16)
100% 184
13.8 IPS
 
Object Detection (I8)
61% 506
37.8 IPS
 
Face Detection (F32)
100% 472
5.62 IPS
 
Face Detection (F16)
100% 470
5.59 IPS
 
Face Detection (I8)
86% 941
11.2 IPS
 
Depth Estimation (F32)
100% 399
3.10 IPS
 
Depth Estimation (F16)
100% 415
3.22 IPS
 
Depth Estimation (I8)
95% 1083
8.40 IPS
 
Style Transfer (F32)
100% 669
0.88 IPS
 
Style Transfer (F16)
100% 676
0.89 IPS
 
Style Transfer (I8)
98% 1600
2.10 IPS
 
Image Super-Resolution (F32)
100% 223
7.95 IPS
 
Image Super-Resolution (F16)
100% 219
7.81 IPS
 
Image Super-Resolution (I8)
98% 754
26.9 IPS
 
Text Classification (F32)
100% 256
367.7 IPS
 
Text Classification (F16)
100% 257
368.8 IPS
 
Text Classification (I8)
92% 373
535.7 IPS
 
Machine Translation (F32)
100% 445
8.19 IPS
 
Machine Translation (F16)
100% 449
8.26 IPS
 
Machine Translation (I8)
64% 400
7.37 IPS
 

Compare

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