Geekbench ML Score

594
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date July 18 2024 04:04 PM
Views 3

System Information

System Information
Operating System Android 13
Model Xiaomi 11T Pro
Model IDXiaomi 2107113SG
Motherboard vili
Governorschedutil
CPU Information
Name ARM Odin
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3396 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 7.05 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 280
52.4 IPS
 
Image Classification (F16)
100% 278
52.0 IPS
 
Image Classification (I8)
97% 611
114.3 IPS
 
Image Segmentation (F32)
100% 385
6.43 IPS
 
Image Segmentation (F16)
100% 378
6.32 IPS
 
Image Segmentation (I8)
98% 486
8.12 IPS
 
Pose Estimation (F32)
100% 665
0.81 IPS
 
Pose Estimation (F16)
100% 610
0.74 IPS
 
Pose Estimation (I8)
100% 2801
3.39 IPS
 
Object Detection (F32)
100% 292
21.8 IPS
 
Object Detection (F16)
100% 293
21.8 IPS
 
Object Detection (I8)
61% 792
59.1 IPS
 
Face Detection (F32)
100% 639
7.60 IPS
 
Face Detection (F16)
100% 638
7.59 IPS
 
Face Detection (I8)
86% 1529
18.2 IPS
 
Depth Estimation (F32)
100% 676
5.24 IPS
 
Depth Estimation (F16)
100% 648
5.02 IPS
 
Depth Estimation (I8)
95% 1376
10.7 IPS
 
Style Transfer (F32)
100% 1176
1.55 IPS
 
Style Transfer (F16)
100% 1118
1.47 IPS
 
Style Transfer (I8)
98% 2050
2.70 IPS
 
Image Super-Resolution (F32)
100% 380
13.6 IPS
 
Image Super-Resolution (F16)
100% 378
13.5 IPS
 
Image Super-Resolution (I8)
98% 1255
44.8 IPS
 
Text Classification (F32)
100% 343
492.9 IPS
 
Text Classification (F16)
100% 334
480.5 IPS
 
Text Classification (I8)
92% 285
409.6 IPS
 
Machine Translation (F32)
100% 686
12.6 IPS
 
Machine Translation (F16)
100% 646
11.9 IPS
 
Machine Translation (I8)
64% 242
4.45 IPS
 

Compare

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