Geekbench ML Score

219
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date July 19 2024 12:56 AM
Views 1

System Information

System Information
Operating System Android 13
Model Xiaomi 220333QNY
Model IDXiaomi 220333QNY
Motherboard rain
Governorschedutil
CPU Information
Name ARM Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3337 revision 0
Base Frequency 1.90 GHz
Cluster 14 Cores @ 1.90 GHz
Cluster 24 Cores @ 2.40 GHz
Memory Information
Size 3.56 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 116
21.7 IPS
 
Image Classification (F16)
100% 117
21.9 IPS
 
Image Classification (I8)
97% 174
32.6 IPS
 
Image Segmentation (F32)
100% 176
2.94 IPS
 
Image Segmentation (F16)
100% 178
2.97 IPS
 
Image Segmentation (I8)
98% 215
3.59 IPS
 
Pose Estimation (F32)
100% 230
0.28 IPS
 
Pose Estimation (F16)
100% 233
0.28 IPS
 
Pose Estimation (I8)
100% 701
0.85 IPS
 
Object Detection (F32)
100% 126
9.37 IPS
 
Object Detection (F16)
100% 126
9.42 IPS
 
Object Detection (I8)
61% 210
15.7 IPS
 
Face Detection (F32)
100% 275
3.27 IPS
 
Face Detection (F16)
100% 276
3.28 IPS
 
Face Detection (I8)
86% 473
5.62 IPS
 
Depth Estimation (F32)
100% 249
1.93 IPS
 
Depth Estimation (F16)
100% 252
1.95 IPS
 
Depth Estimation (I8)
95% 484
3.75 IPS
 
Style Transfer (F32)
100% 413
0.54 IPS
 
Style Transfer (F16)
100% 425
0.56 IPS
 
Style Transfer (I8)
98% 1002
1.32 IPS
 
Image Super-Resolution (F32)
100% 147
5.24 IPS
 
Image Super-Resolution (F16)
100% 149
5.34 IPS
 
Image Super-Resolution (I8)
98% 326
11.6 IPS
 
Text Classification (F32)
100% 111
159.1 IPS
 
Text Classification (F16)
100% 107
153.9 IPS
 
Text Classification (I8)
92% 87
125.7 IPS
 
Machine Translation (F32)
100% 224
4.12 IPS
 
Machine Translation (F16)
100% 221
4.07 IPS
 
Machine Translation (I8)
64% 124
2.28 IPS
 

Compare

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