Geekbench ML Score

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

Result Information

Upload Date July 15 2024 12:38 PM
Views 1

System Information

System Information
Operating System Android 14
Model samsung SM-F956B
Model IDsamsung SM-F956B
Motherboard pineapple
Governorwalt
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 0 part 3458 revision 1
Base Frequency 2.26 GHz
Cluster 12 Cores @ 2.27 GHz
Cluster 22 Cores @ 2.96 GHz
Cluster 33 Cores @ 3.15 GHz
Cluster 41 Core @ 3.40 GHz
Memory Information
Size 10.86 GB
Inference Information
Framework TensorFlow Lite
Backend NNAPI
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 310
58.1 IPS
 
Image Classification (F16)
100% 297
55.5 IPS
 
Image Classification (I8)
97% 785
146.9 IPS
 
Image Segmentation (F32)
100% 373
6.23 IPS
 
Image Segmentation (F16)
100% 365
6.10 IPS
 
Image Segmentation (I8)
98% 743
12.4 IPS
 
Pose Estimation (F32)
100% 489
0.59 IPS
 
Pose Estimation (F16)
100% 479
0.58 IPS
 
Pose Estimation (I8)
100% 1989
2.41 IPS
 
Object Detection (F32)
100% 303
22.6 IPS
 
Object Detection (F16)
100% 309
23.0 IPS
 
Object Detection (I8)
61% 834
62.3 IPS
 
Face Detection (F32)
100% 740
8.80 IPS
 
Face Detection (F16)
100% 724
8.61 IPS
 
Face Detection (I8)
86% 1664
19.8 IPS
 
Depth Estimation (F32)
100% 631
4.89 IPS
 
Depth Estimation (F16)
100% 623
4.83 IPS
 
Depth Estimation (I8)
95% 1769
13.7 IPS
 
Style Transfer (F32)
100% 968
1.27 IPS
 
Style Transfer (F16)
100% 971
1.28 IPS
 
Style Transfer (I8)
98% 2471
3.25 IPS
 
Image Super-Resolution (F32)
100% 348
12.4 IPS
 
Image Super-Resolution (F16)
100% 351
12.5 IPS
 
Image Super-Resolution (I8)
98% 1199
42.8 IPS
 
Text Classification (F32)
100% 419
601.8 IPS
 
Text Classification (F16)
100% 424
609.3 IPS
 
Text Classification (I8)
92% 700
1.01 KIPS
 
Machine Translation (F32)
100% 703
12.9 IPS
 
Machine Translation (F16)
100% 678
12.5 IPS
 
Machine Translation (I8)
64% 794
14.6 IPS
 

Compare

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