Geekbench ML Score

489
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date February 18 2024 04:30 PM
Views 82

System Information

System Information
Operating System Android 13
Model Xiaomi 23090RA98G
Model IDXiaomi 23090RA98G
Motherboard zircon
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3405 revision 0
Base Frequency 2.00 GHz
Cluster 16 Cores @ 2.00 GHz
Cluster 22 Cores @ 2.80 GHz
Memory Information
Size 11.12 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 266
49.7 IPS
 
Image Classification (F16)
100% 267
49.9 IPS
 
Image Classification (I8)
97% 394
73.7 IPS
 
Image Segmentation (F32)
100% 313
5.23 IPS
 
Image Segmentation (F16)
100% 328
5.48 IPS
 
Image Segmentation (I8)
98% 466
7.79 IPS
 
Pose Estimation (F32)
100% 541
0.65 IPS
 
Pose Estimation (F16)
100% 560
0.68 IPS
 
Pose Estimation (I8)
100% 2187
2.65 IPS
 
Object Detection (F32)
100% 269
20.1 IPS
 
Object Detection (F16)
100% 261
19.5 IPS
 
Object Detection (I8)
61% 454
33.9 IPS
 
Face Detection (F32)
100% 570
6.78 IPS
 
Face Detection (F16)
100% 558
6.64 IPS
 
Face Detection (I8)
86% 935
11.1 IPS
 
Depth Estimation (F32)
100% 584
4.53 IPS
 
Depth Estimation (F16)
100% 576
4.47 IPS
 
Depth Estimation (I8)
95% 986
7.65 IPS
 
Style Transfer (F32)
100% 966
1.27 IPS
 
Style Transfer (F16)
100% 983
1.29 IPS
 
Style Transfer (I8)
98% 2489
3.27 IPS
 
Image Super-Resolution (F32)
100% 327
11.7 IPS
 
Image Super-Resolution (F16)
100% 322
11.5 IPS
 
Image Super-Resolution (I8)
98% 798
28.5 IPS
 
Text Classification (F32)
100% 276
397.1 IPS
 
Text Classification (F16)
100% 264
380.1 IPS
 
Text Classification (I8)
92% 230
331.0 IPS
 
Machine Translation (F32)
100% 432
7.96 IPS
 
Machine Translation (F16)
100% 391
7.20 IPS
 
Machine Translation (I8)
64% 307
5.64 IPS
 

Compare

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