Geekbench ML Score

519
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date October 21 2024 04:49 PM
Views 3

System Information

System Information
Operating System Android 14
Model Xiaomi 2201122C
Model IDXiaomi 2201122C
Motherboard taro
Governorwalt
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 2 part 3400 revision 0
Base Frequency 1.78 GHz
Cluster 14 Cores @ 1.79 GHz
Cluster 23 Cores @ 2.50 GHz
Cluster 31 Core @ 3.00 GHz
Memory Information
Size 10.93 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 230
43.0 IPS
 
Image Classification (F16)
100% 233
43.6 IPS
 
Image Classification (I8)
97% 314
58.7 IPS
 
Image Segmentation (F32)
100% 320
5.34 IPS
 
Image Segmentation (F16)
100% 317
5.30 IPS
 
Image Segmentation (I8)
98% 381
6.37 IPS
 
Pose Estimation (F32)
100% 802
0.97 IPS
 
Pose Estimation (F16)
100% 774
0.94 IPS
 
Pose Estimation (I8)
100% 2712
3.28 IPS
 
Object Detection (F32)
100% 243
18.1 IPS
 
Object Detection (F16)
100% 235
17.6 IPS
 
Object Detection (I8)
61% 465
34.7 IPS
 
Face Detection (F32)
100% 561
6.67 IPS
 
Face Detection (F16)
100% 559
6.65 IPS
 
Face Detection (I8)
86% 921
11.0 IPS
 
Depth Estimation (F32)
100% 654
5.07 IPS
 
Depth Estimation (F16)
100% 670
5.20 IPS
 
Depth Estimation (I8)
95% 1104
8.56 IPS
 
Style Transfer (F32)
100% 1227
1.61 IPS
 
Style Transfer (F16)
100% 1099
1.45 IPS
 
Style Transfer (I8)
98% 2790
3.67 IPS
 
Image Super-Resolution (F32)
100% 437
15.6 IPS
 
Image Super-Resolution (F16)
100% 423
15.1 IPS
 
Image Super-Resolution (I8)
98% 970
34.6 IPS
 
Text Classification (F32)
100% 286
410.4 IPS
 
Text Classification (F16)
100% 287
412.0 IPS
 
Text Classification (I8)
92% 215
308.8 IPS
 
Machine Translation (F32)
100% 491
9.03 IPS
 
Machine Translation (F16)
100% 501
9.22 IPS
 
Machine Translation (I8)
64% 241
4.44 IPS
 

Compare

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