Geekbench ML Score

313
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date July 19 2024 06:45 AM
Views 2

System Information

System Information
Operating System Android 14
Model samsung SM-S711B
Model IDsamsung SM-S711B
Motherboard s5e9925
Governorenergy_aware
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 2 part 3400 revision 0
Base Frequency 1.82 GHz
Cluster 14 Cores @ 1.82 GHz
Cluster 23 Cores @ 2.52 GHz
Cluster 31 Core @ 2.80 GHz
Memory Information
Size 7.12 GB
Inference Information
Framework TensorFlow Lite
Backend NNAPI
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 174
32.6 IPS
 
Image Classification (F16)
100% 175
32.8 IPS
 
Image Classification (I8)
97% 414
77.4 IPS
 
Image Segmentation (F32)
100% 164
2.74 IPS
 
Image Segmentation (F16)
100% 195
3.26 IPS
 
Image Segmentation (I8)
98% 468
7.82 IPS
 
Pose Estimation (F32)
100% 224
0.27 IPS
 
Pose Estimation (F16)
100% 220
0.27 IPS
 
Pose Estimation (I8)
100% 906
1.10 IPS
 
Object Detection (F32)
100% 133
9.96 IPS
 
Object Detection (F16)
100% 134
9.97 IPS
 
Object Detection (I8)
61% 397
29.6 IPS
 
Face Detection (F32)
100% 358
4.25 IPS
 
Face Detection (F16)
100% 360
4.28 IPS
 
Face Detection (I8)
86% 845
10.1 IPS
 
Depth Estimation (F32)
100% 297
2.30 IPS
 
Depth Estimation (F16)
100% 295
2.29 IPS
 
Depth Estimation (I8)
95% 866
6.71 IPS
 
Style Transfer (F32)
100% 509
0.67 IPS
 
Style Transfer (F16)
100% 509
0.67 IPS
 
Style Transfer (I8)
98% 1298
1.71 IPS
 
Image Super-Resolution (F32)
100% 148
5.30 IPS
 
Image Super-Resolution (F16)
100% 149
5.30 IPS
 
Image Super-Resolution (I8)
98% 553
19.7 IPS
 
Text Classification (F32)
100% 168
241.7 IPS
 
Text Classification (F16)
100% 169
242.6 IPS
 
Text Classification (I8)
92% 314
451.3 IPS
 
Machine Translation (F32)
100% 330
6.06 IPS
 
Machine Translation (F16)
100% 316
5.82 IPS
 
Machine Translation (I8)
64% 394
7.25 IPS
 

Compare

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