Geekbench ML Score

3146
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date April 26 2024 06:42 AM
Views 3

System Information

System Information
Operating System Android 14
Model Xiaomi 2311DRK48C
Model IDXiaomi 2311DRK48C
Motherboard duchamp
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3405 revision 0
Base Frequency 2.20 GHz
Cluster 14 Cores @ 2.20 GHz
Cluster 23 Cores @ 3.20 GHz
Cluster 31 Core @ 3.35 GHz
Memory Information
Size 11.08 GB
Inference Information
Framework TensorFlow Lite
Backend NNAPI
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 713
133.5 IPS
 
Image Classification (F16)
100% 4142
775.1 IPS
 
Image Classification (I8)
97% 7888
1.48 KIPS
 
Image Segmentation (F32)
100% 557
9.30 IPS
 
Image Segmentation (F16)
100% 4124
68.9 IPS
 
Image Segmentation (I8)
98% 1744
29.1 IPS
 
Pose Estimation (F32)
100% 5870
7.11 IPS
 
Pose Estimation (F16)
100% 17063
20.7 IPS
 
Pose Estimation (I8)
100% 70139
84.9 IPS
 
Object Detection (F32)
100% 529
39.5 IPS
 
Object Detection (F16)
100% 3359
250.8 IPS
 
Object Detection (I8)
64% 3842
286.8 IPS
 
Face Detection (F32)
100% 2521
30.0 IPS
 
Face Detection (F16)
97% 10452
124.3 IPS
 
Face Detection (I8)
86% 11235
133.6 IPS
 
Depth Estimation (F32)
100% 808
6.27 IPS
 
Depth Estimation (F16)
100% 18990
147.3 IPS
 
Depth Estimation (I8)
95% 37759
292.8 IPS
 
Style Transfer (F32)
100% 2630
3.46 IPS
 
Style Transfer (F16)
100% 2764
3.64 IPS
 
Style Transfer (I8)
31% 5689
7.48 IPS
 
Image Super-Resolution (F32)
100% 1951
69.7 IPS
 
Image Super-Resolution (F16)
100% 10468
373.8 IPS
 
Image Super-Resolution (I8)
33% 29050
1.04 KIPS
 
Text Classification (F32)
100% 83
118.8 IPS
 
Text Classification (F16)
100% 1653
2.38 KIPS
 
Text Classification (I8)
92% 1677
2.41 KIPS
 
Machine Translation (F32)
100% 305
5.61 IPS
 
Machine Translation (F16)
100% 1325
24.4 IPS
 
Machine Translation (I8)
76% 492
9.06 IPS
 

Compare

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