Geekbench ML Score

281
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date July 26 2024 01:44 PM
Views 1

System Information

System Information
Operating System Android 14
Model Xiaomi 12T Pro
Model IDXiaomi 22081212UG
Motherboard diting
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 2.02 GHz
Cluster 14 Cores @ 2.02 GHz
Cluster 23 Cores @ 2.75 GHz
Cluster 31 Core @ 3.19 GHz
Memory Information
Size 10.93 GB
Inference Information
Framework TensorFlow Lite
Backend NNAPI
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 121
22.6 IPS
 
Image Classification (F16)
100% 121
22.6 IPS
 
Image Classification (I8)
97% 319
59.6 IPS
 
Image Segmentation (F32)
100% 155
2.58 IPS
 
Image Segmentation (F16)
100% 155
2.58 IPS
 
Image Segmentation (I8)
98% 337
5.63 IPS
 
Pose Estimation (F32)
100% 213
0.26 IPS
 
Pose Estimation (F16)
100% 213
0.26 IPS
 
Pose Estimation (I8)
100% 814
0.99 IPS
 
Object Detection (F32)
100% 127
9.46 IPS
 
Object Detection (F16)
100% 127
9.45 IPS
 
Object Detection (I8)
61% 359
26.8 IPS
 
Face Detection (F32)
100% 323
3.84 IPS
 
Face Detection (F16)
100% 324
3.85 IPS
 
Face Detection (I8)
86% 714
8.49 IPS
 
Depth Estimation (F32)
100% 277
2.15 IPS
 
Depth Estimation (F16)
100% 277
2.15 IPS
 
Depth Estimation (I8)
95% 795
6.16 IPS
 
Style Transfer (F32)
100% 482
0.63 IPS
 
Style Transfer (F16)
100% 484
0.64 IPS
 
Style Transfer (I8)
98% 1310
1.72 IPS
 
Image Super-Resolution (F32)
100% 143
5.12 IPS
 
Image Super-Resolution (F16)
100% 144
5.14 IPS
 
Image Super-Resolution (I8)
98% 504
18.0 IPS
 
Text Classification (F32)
100% 166
238.3 IPS
 
Text Classification (F16)
100% 166
237.9 IPS
 
Text Classification (I8)
92% 297
426.5 IPS
 
Machine Translation (F32)
100% 301
5.54 IPS
 
Machine Translation (F16)
100% 300
5.51 IPS
 
Machine Translation (I8)
64% 365
6.73 IPS
 

Compare

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