Geekbench ML Score

807
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date January 21 2024 04:47 PM
Views 1

System Information

System Information
Operating System Android 13
Model Xiaomi 23043RP34G
Model IDXiaomi 23043RP34G
Motherboard pipa
Governorschedutil
CPU Information
Name ARM Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3341 revision 0
Base Frequency 1.80 GHz
Cluster 14 Cores @ 1.80 GHz
Cluster 23 Cores @ 2.42 GHz
Cluster 31 Core @ 3.19 GHz
Memory Information
Size 7.43 GB
Inference Information
Framework TensorFlow Lite
Backend NNAPI
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 393
73.5 IPS
 
Image Classification (F16)
100% 664
124.3 IPS
 
Image Classification (I8)
97% 1400
262.1 IPS
 
Image Segmentation (F32)
100% 570
9.52 IPS
 
Image Segmentation (F16)
100% 785
13.1 IPS
 
Image Segmentation (I8)
98% 1233
20.6 IPS
 
Pose Estimation (F32)
100% 1241
1.50 IPS
 
Pose Estimation (F16)
100% 4683
5.67 IPS
 
Pose Estimation (I8)
100% 11218
13.6 IPS
 
Object Detection (F32)
100% 397
29.7 IPS
 
Object Detection (F16)
99% 644
48.1 IPS
 
Object Detection (I8)
59% 1579
117.8 IPS
 
Face Detection (F32)
100% 1174
14.0 IPS
 
Face Detection (F16)
97% 1653
19.7 IPS
 
Face Detection (I8)
88% 3779
44.9 IPS
 
Depth Estimation (F32)
100% 499
3.87 IPS
 
Depth Estimation (F16)
100% 589
4.57 IPS
 
Depth Estimation (I8)
82% 7835
60.8 IPS
 
Style Transfer (F32)
100% 769
1.01 IPS
 
Style Transfer (F16)
100% 813
1.07 IPS
 
Style Transfer (I8)
98% 4084
5.37 IPS
 
Image Super-Resolution (F32)
100% 704
25.1 IPS
 
Image Super-Resolution (F16)
100% 1991
71.1 IPS
 
Image Super-Resolution (I8)
98% 5974
213.4 IPS
 
Text Classification (F32)
64% 11
16.4 IPS
 
Text Classification (F16)
64% 12
16.6 IPS
 
Text Classification (I8)
92% 155
222.6 IPS
 
Machine Translation (F32)
100% 284
5.23 IPS
 
Machine Translation (F16)
100% 384
7.06 IPS
 
Machine Translation (I8)
58% 384
7.06 IPS
 

Compare

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