Geekbench ML Score

399
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date February 23 2024 01:20 AM
Views 2

System Information

System Information
Operating System Android 13
Model Xiaomi 21121210G
Model IDXiaomi 21121210G
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 10.91 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 218
40.8 IPS
 
Image Classification (F16)
100% 223
41.7 IPS
 
Image Classification (I8)
97% 200
37.5 IPS
 
Image Segmentation (F32)
100% 311
5.19 IPS
 
Image Segmentation (F16)
100% 288
4.81 IPS
 
Image Segmentation (I8)
98% 349
5.83 IPS
 
Pose Estimation (F32)
100% 634
0.77 IPS
 
Pose Estimation (F16)
100% 637
0.77 IPS
 
Pose Estimation (I8)
100% 2172
2.63 IPS
 
Object Detection (F32)
100% 195
14.6 IPS
 
Object Detection (F16)
100% 213
15.9 IPS
 
Object Detection (I8)
61% 305
22.8 IPS
 
Face Detection (F32)
100% 457
5.44 IPS
 
Face Detection (F16)
100% 450
5.36 IPS
 
Face Detection (I8)
86% 616
7.33 IPS
 
Depth Estimation (F32)
100% 439
3.40 IPS
 
Depth Estimation (F16)
100% 437
3.39 IPS
 
Depth Estimation (I8)
95% 790
6.13 IPS
 
Style Transfer (F32)
100% 1135
1.49 IPS
 
Style Transfer (F16)
100% 1128
1.48 IPS
 
Style Transfer (I8)
98% 2317
3.05 IPS
 
Image Super-Resolution (F32)
100% 289
10.3 IPS
 
Image Super-Resolution (F16)
100% 269
9.60 IPS
 
Image Super-Resolution (I8)
98% 582
20.8 IPS
 
Text Classification (F32)
100% 229
329.3 IPS
 
Text Classification (F16)
100% 228
328.1 IPS
 
Text Classification (I8)
92% 119
170.4 IPS
 
Machine Translation (F32)
100% 320
5.89 IPS
 
Machine Translation (F16)
100% 333
6.12 IPS
 
Machine Translation (I8)
64% 189
3.49 IPS
 

Compare

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