Geekbench ML Score

518
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date August 15 2024 04:22 PM
Views 1

System Information

System Information
Operating System Android 14
Model samsung SM-S928W
Model IDsamsung SM-S928W
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 10.81 GB
Inference Information
Framework TensorFlow Lite
Backend NNAPI
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 288
53.9 IPS
 
Image Classification (F16)
100% 275
51.5 IPS
 
Image Classification (I8)
97% 752
140.6 IPS
 
Image Segmentation (F32)
100% 353
5.89 IPS
 
Image Segmentation (F16)
100% 350
5.85 IPS
 
Image Segmentation (I8)
98% 652
10.9 IPS
 
Pose Estimation (F32)
100% 436
0.53 IPS
 
Pose Estimation (F16)
100% 424
0.51 IPS
 
Pose Estimation (I8)
100% 1674
2.03 IPS
 
Object Detection (F32)
100% 246
18.4 IPS
 
Object Detection (F16)
100% 247
18.4 IPS
 
Object Detection (I8)
61% 641
47.8 IPS
 
Face Detection (F32)
100% 609
7.24 IPS
 
Face Detection (F16)
100% 600
7.13 IPS
 
Face Detection (I8)
86% 1272
15.1 IPS
 
Depth Estimation (F32)
100% 485
3.76 IPS
 
Depth Estimation (F16)
100% 475
3.68 IPS
 
Depth Estimation (I8)
95% 1236
9.59 IPS
 
Style Transfer (F32)
100% 770
1.01 IPS
 
Style Transfer (F16)
100% 715
0.94 IPS
 
Style Transfer (I8)
98% 1707
2.24 IPS
 
Image Super-Resolution (F32)
100% 252
9.01 IPS
 
Image Super-Resolution (F16)
100% 250
8.93 IPS
 
Image Super-Resolution (I8)
98% 839
30.0 IPS
 
Text Classification (F32)
100% 277
398.6 IPS
 
Text Classification (F16)
100% 309
443.9 IPS
 
Text Classification (I8)
92% 507
729.1 IPS
 
Machine Translation (F32)
100% 556
10.2 IPS
 
Machine Translation (F16)
100% 553
10.2 IPS
 
Machine Translation (I8)
64% 539
9.92 IPS
 

Compare

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