Geekbench ML Score

362
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date July 26 2024 02:18 PM
Views 1

System Information

System Information
Operating System Android 14
Model samsung SM-S926N
Model IDsamsung SM-S926N
Motherboard s5e9945
Governorenergy_aware
CPU Information
Name ARM ARMv8
Topology 1 Processor, 10 Cores
Identifier ARM implementer 65 architecture 8 variant 0 part 3458 revision 1
Base Frequency 1.96 GHz
Cluster 14 Cores @ 1.96 GHz
Cluster 23 Cores @ 2.59 GHz
Cluster 32 Cores @ 2.90 GHz
Cluster 41 Core @ 3.21 GHz
Memory Information
Size 10.95 GB
Inference Information
Framework TensorFlow Lite
Backend NNAPI
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 263
49.2 IPS
 
Image Classification (F16)
100% 249
46.5 IPS
 
Image Classification (I8)
97% 631
118.1 IPS
 
Image Segmentation (F32)
100% 826
13.8 IPS
 
Image Segmentation (F16)
100% 1134
18.9 IPS
 
Image Segmentation (I8)
98% 565
9.44 IPS
 
Pose Estimation (F32)
0
 
Pose Estimation (F16)
0
 
Pose Estimation (I8)
100% 1523
1.84 IPS
 
Object Detection (F32)
100% 232
17.3 IPS
 
Object Detection (F16)
100% 232
17.3 IPS
 
Object Detection (I8)
61% 371
27.7 IPS
 
Face Detection (F32)
100% 556
6.61 IPS
 
Face Detection (F16)
100% 516
6.14 IPS
 
Face Detection (I8)
86% 1113
13.2 IPS
 
Depth Estimation (F32)
100% 437
3.39 IPS
 
Depth Estimation (F16)
100% 418
3.24 IPS
 
Depth Estimation (I8)
95% 1027
7.97 IPS
 
Style Transfer (F32)
100% 642
0.84 IPS
 
Style Transfer (F16)
100% 589
0.77 IPS
 
Style Transfer (I8)
98% 1372
1.80 IPS
 
Image Super-Resolution (F32)
100% 1600
57.1 IPS
 
Image Super-Resolution (F16)
100% 2106
75.2 IPS
 
Image Super-Resolution (I8)
98% 631
22.5 IPS
 
Text Classification (F32)
100% 228
328.1 IPS
 
Text Classification (F16)
100% 127
182.6 IPS
 
Text Classification (I8)
92% 380
545.5 IPS
 
Machine Translation (F32)
100% 475
8.74 IPS
 
Machine Translation (F16)
100% 495
9.12 IPS
 
Machine Translation (I8)
64% 551
10.1 IPS
 

Compare

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