Geekbench ML Score

424
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date May 08 2024 12:02 PM
Views 1

System Information

System Information
Operating System Android 14
Model Xiaomi 22101320I
Model IDXiaomi 22101320I
Motherboard redwoodin
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% 222
41.5 IPS
 
Image Classification (F16)
100% 210
39.4 IPS
 
Image Classification (I8)
97% 383
71.7 IPS
 
Image Segmentation (F32)
100% 290
4.85 IPS
 
Image Segmentation (F16)
100% 284
4.74 IPS
 
Image Segmentation (I8)
98% 381
6.36 IPS
 
Pose Estimation (F32)
100% 429
0.52 IPS
 
Pose Estimation (F16)
100% 439
0.53 IPS
 
Pose Estimation (I8)
100% 1843
2.23 IPS
 
Object Detection (F32)
100% 222
16.6 IPS
 
Object Detection (F16)
100% 225
16.8 IPS
 
Object Detection (I8)
61% 548
40.9 IPS
 
Face Detection (F32)
100% 469
5.57 IPS
 
Face Detection (F16)
100% 457
5.43 IPS
 
Face Detection (I8)
86% 940
11.2 IPS
 
Depth Estimation (F32)
100% 470
3.65 IPS
 
Depth Estimation (F16)
100% 461
3.57 IPS
 
Depth Estimation (I8)
95% 994
7.71 IPS
 
Style Transfer (F32)
100% 807
1.06 IPS
 
Style Transfer (F16)
100% 805
1.06 IPS
 
Style Transfer (I8)
98% 1834
2.41 IPS
 
Image Super-Resolution (F32)
100% 258
9.23 IPS
 
Image Super-Resolution (F16)
100% 248
8.84 IPS
 
Image Super-Resolution (I8)
98% 738
26.4 IPS
 
Text Classification (F32)
100% 210
301.4 IPS
 
Text Classification (F16)
100% 231
332.0 IPS
 
Text Classification (I8)
92% 185
266.3 IPS
 
Machine Translation (F32)
100% 509
9.36 IPS
 
Machine Translation (F16)
100% 509
9.36 IPS
 
Machine Translation (I8)
64% 224
4.12 IPS
 

Compare

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