Geekbench ML Score

852
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date May 16 2024 02:48 AM
Views 1

System Information

System Information
Operating System Android 14
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% 458
85.8 IPS
 
Image Classification (F16)
100% 755
141.2 IPS
 
Image Classification (I8)
97% 1395
261.0 IPS
 
Image Segmentation (F32)
100% 637
10.6 IPS
 
Image Segmentation (F16)
100% 848
14.2 IPS
 
Image Segmentation (I8)
98% 1267
21.2 IPS
 
Pose Estimation (F32)
100% 1548
1.87 IPS
 
Pose Estimation (F16)
100% 5866
7.10 IPS
 
Pose Estimation (I8)
100% 11256
13.6 IPS
 
Object Detection (F32)
100% 458
34.2 IPS
 
Object Detection (F16)
99% 702
52.4 IPS
 
Object Detection (I8)
59% 1493
111.5 IPS
 
Face Detection (F32)
100% 1290
15.3 IPS
 
Face Detection (F16)
97% 1759
20.9 IPS
 
Face Detection (I8)
88% 3655
43.5 IPS
 
Depth Estimation (F32)
100% 529
4.10 IPS
 
Depth Estimation (F16)
100% 611
4.74 IPS
 
Depth Estimation (I8)
82% 7431
57.6 IPS
 
Style Transfer (F32)
100% 797
1.05 IPS
 
Style Transfer (F16)
100% 846
1.11 IPS
 
Style Transfer (I8)
98% 4141
5.45 IPS
 
Image Super-Resolution (F32)
100% 839
30.0 IPS
 
Image Super-Resolution (F16)
100% 2361
84.3 IPS
 
Image Super-Resolution (I8)
98% 5838
208.5 IPS
 
Text Classification (F32)
64% 11
16.0 IPS
 
Text Classification (F16)
64% 11
16.4 IPS
 
Text Classification (I8)
92% 145
208.7 IPS
 
Machine Translation (F32)
100% 292
5.37 IPS
 
Machine Translation (F16)
100% 378
6.96 IPS
 
Machine Translation (I8)
58% 413
7.60 IPS
 

Compare

Set Baseline Geekbench 6 now available