Geekbench ML Score

820
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date May 18 2024 10:00 AM
Views 1

System Information

System Information
Operating System Android 14
Model Xiaomi 22021211RC
Model IDXiaomi 22021211RC
Motherboard munch
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 11.33 GB
Inference Information
Framework TensorFlow Lite
Backend NNAPI
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 493
92.3 IPS
 
Image Classification (F16)
100% 810
151.5 IPS
 
Image Classification (I8)
97% 1528
286.0 IPS
 
Image Segmentation (F32)
100% 655
10.9 IPS
 
Image Segmentation (F16)
100% 887
14.8 IPS
 
Image Segmentation (I8)
98% 1357
22.7 IPS
 
Pose Estimation (F32)
100% 1554
1.88 IPS
 
Pose Estimation (F16)
100% 5927
7.18 IPS
 
Pose Estimation (I8)
100% 11535
14.0 IPS
 
Object Detection (F32)
100% 481
35.9 IPS
 
Object Detection (F16)
99% 744
55.5 IPS
 
Object Detection (I8)
59% 1559
116.4 IPS
 
Face Detection (F32)
100% 1329
15.8 IPS
 
Face Detection (F16)
97% 1824
21.7 IPS
 
Face Detection (I8)
88% 4098
48.7 IPS
 
Depth Estimation (F32)
100% 443
3.44 IPS
 
Depth Estimation (F16)
100% 479
3.72 IPS
 
Depth Estimation (I8)
82% 8365
64.9 IPS
 
Style Transfer (F32)
100% 627
0.83 IPS
 
Style Transfer (F16)
100% 674
0.89 IPS
 
Style Transfer (I8)
98% 3190
4.20 IPS
 
Image Super-Resolution (F32)
100% 871
31.1 IPS
 
Image Super-Resolution (F16)
100% 2422
86.5 IPS
 
Image Super-Resolution (I8)
98% 6180
220.7 IPS
 
Text Classification (F32)
64% 10
14.2 IPS
 
Text Classification (F16)
64% 10
13.9 IPS
 
Text Classification (I8)
92% 169
243.0 IPS
 
Machine Translation (F32)
100% 222
4.09 IPS
 
Machine Translation (F16)
100% 270
4.98 IPS
 
Machine Translation (I8)
58% 300
5.51 IPS
 

Compare

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