Geekbench ML Score

346
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

User LinFengJun
Upload Date August 18 2024 02:22 AM
Views 2

System Information

System Information
Operating System Android 12
Model Xiaomi Redmi 9
Model IDXiaomi M2004J19C
Motherboard lancelot
CPU Information
Name ARM MT6769T
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 3 part 3338 revision 1
Base Frequency 1.80 GHz
Cluster 16 Cores @ 1.80 GHz
Cluster 22 Cores @ 2.00 GHz
Memory Information
Size 3.61 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 172
32.2 IPS
 
Image Classification (F16)
100% 178
33.3 IPS
 
Image Classification (I8)
97% 391
73.1 IPS
 
Image Segmentation (F32)
100% 229
3.83 IPS
 
Image Segmentation (F16)
100% 226
3.78 IPS
 
Image Segmentation (I8)
98% 297
4.96 IPS
 
Pose Estimation (F32)
100% 300
0.36 IPS
 
Pose Estimation (F16)
100% 304
0.37 IPS
 
Pose Estimation (I8)
100% 1438
1.74 IPS
 
Object Detection (F32)
100% 195
14.5 IPS
 
Object Detection (F16)
100% 182
13.6 IPS
 
Object Detection (I8)
61% 440
32.8 IPS
 
Face Detection (F32)
100% 368
4.37 IPS
 
Face Detection (F16)
100% 363
4.31 IPS
 
Face Detection (I8)
86% 806
9.58 IPS
 
Depth Estimation (F32)
100% 384
2.98 IPS
 
Depth Estimation (F16)
100% 314
2.43 IPS
 
Depth Estimation (I8)
95% 822
6.37 IPS
 
Style Transfer (F32)
100% 503
0.66 IPS
 
Style Transfer (F16)
100% 501
0.66 IPS
 
Style Transfer (I8)
98% 1419
1.87 IPS
 
Image Super-Resolution (F32)
100% 224
7.99 IPS
 
Image Super-Resolution (F16)
100% 228
8.15 IPS
 
Image Super-Resolution (I8)
98% 635
22.7 IPS
 
Text Classification (F32)
100% 225
323.6 IPS
 
Text Classification (F16)
100% 270
388.3 IPS
 
Text Classification (I8)
92% 219
314.9 IPS
 
Machine Translation (F32)
100% 345
6.35 IPS
 
Machine Translation (F16)
100% 359
6.60 IPS
 
Machine Translation (I8)
64% 200
3.68 IPS
 

Compare

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