Geekbench ML Score

472
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date May 10 2024 12:26 PM
Views 1

System Information

System Information
Operating System Android 12
Model Xiaomi Mi 10T Pro 5G
Model IDXiaomi M2007J3SG
Motherboard apollo
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 @ 2.84 GHz
Memory Information
Size 7.43 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 200
37.5 IPS
 
Image Classification (F16)
100% 198
37.0 IPS
 
Image Classification (I8)
97% 463
86.6 IPS
 
Image Segmentation (F32)
100% 328
5.48 IPS
 
Image Segmentation (F16)
100% 328
5.48 IPS
 
Image Segmentation (I8)
98% 412
6.88 IPS
 
Pose Estimation (F32)
100% 540
0.65 IPS
 
Pose Estimation (F16)
100% 531
0.64 IPS
 
Pose Estimation (I8)
100% 2403
2.91 IPS
 
Object Detection (F32)
100% 246
18.4 IPS
 
Object Detection (F16)
100% 245
18.3 IPS
 
Object Detection (I8)
61% 645
48.2 IPS
 
Face Detection (F32)
100% 527
6.27 IPS
 
Face Detection (F16)
100% 533
6.34 IPS
 
Face Detection (I8)
86% 1228
14.6 IPS
 
Depth Estimation (F32)
100% 465
3.61 IPS
 
Depth Estimation (F16)
100% 487
3.78 IPS
 
Depth Estimation (I8)
95% 1130
8.77 IPS
 
Style Transfer (F32)
100% 859
1.13 IPS
 
Style Transfer (F16)
100% 854
1.12 IPS
 
Style Transfer (I8)
98% 1921
2.53 IPS
 
Image Super-Resolution (F32)
100% 278
9.92 IPS
 
Image Super-Resolution (F16)
100% 267
9.53 IPS
 
Image Super-Resolution (I8)
98% 1141
40.7 IPS
 
Text Classification (F32)
100% 244
350.3 IPS
 
Text Classification (F16)
100% 257
369.2 IPS
 
Text Classification (I8)
92% 257
369.4 IPS
 
Machine Translation (F32)
100% 455
8.38 IPS
 
Machine Translation (F16)
100% 456
8.39 IPS
 
Machine Translation (I8)
64% 227
4.17 IPS
 

Compare

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