Geekbench ML Score

430
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date July 18 2024 01:28 PM
Views 1

System Information

System Information
Operating System Android 14
Model Xiaomi 22101320G
Model IDXiaomi 22101320G
Motherboard redwood
Governorschedutil
CPU Information
Name ARM redwood
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3393 revision 1
Base Frequency 1.80 GHz
Cluster 14 Cores @ 1.80 GHz
Cluster 24 Cores @ 2.40 GHz
Memory Information
Size 7.02 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 229
42.9 IPS
 
Image Classification (F16)
100% 216
40.3 IPS
 
Image Classification (I8)
97% 449
84.0 IPS
 
Image Segmentation (F32)
100% 287
4.80 IPS
 
Image Segmentation (F16)
100% 288
4.80 IPS
 
Image Segmentation (I8)
98% 348
5.81 IPS
 
Pose Estimation (F32)
100% 450
0.54 IPS
 
Pose Estimation (F16)
100% 445
0.54 IPS
 
Pose Estimation (I8)
100% 1934
2.34 IPS
 
Object Detection (F32)
100% 229
17.1 IPS
 
Object Detection (F16)
100% 226
16.9 IPS
 
Object Detection (I8)
61% 534
39.9 IPS
 
Face Detection (F32)
100% 478
5.68 IPS
 
Face Detection (F16)
100% 478
5.69 IPS
 
Face Detection (I8)
86% 1033
12.3 IPS
 
Depth Estimation (F32)
100% 473
3.67 IPS
 
Depth Estimation (F16)
100% 478
3.70 IPS
 
Depth Estimation (I8)
95% 1016
7.88 IPS
 
Style Transfer (F32)
100% 798
1.05 IPS
 
Style Transfer (F16)
100% 788
1.04 IPS
 
Style Transfer (I8)
98% 1650
2.17 IPS
 
Image Super-Resolution (F32)
100% 268
9.56 IPS
 
Image Super-Resolution (F16)
100% 256
9.14 IPS
 
Image Super-Resolution (I8)
98% 755
27.0 IPS
 
Text Classification (F32)
100% 241
346.3 IPS
 
Text Classification (F16)
100% 234
336.7 IPS
 
Text Classification (I8)
92% 198
283.9 IPS
 
Machine Translation (F32)
100% 513
9.44 IPS
 
Machine Translation (F16)
100% 511
9.41 IPS
 
Machine Translation (I8)
64% 181
3.33 IPS
 

Compare

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