Geekbench ML Score

1052
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date December 01 2024 03:25 PM
Views 1

System Information

System Information
Operating System Android 13
Model Xiaomi 2304FPN6DC
Model IDXiaomi 2304FPN6DC
Motherboard kalama
Governorwalt
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3406 revision 0
Base Frequency 2.02 GHz
Cluster 13 Cores @ 2.02 GHz
Cluster 24 Cores @ 2.80 GHz
Cluster 31 Core @ 3.19 GHz
Memory Information
Size 14.84 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 518
96.9 IPS
 
Image Classification (F16)
100% 529
98.9 IPS
 
Image Classification (I8)
97% 881
164.9 IPS
 
Image Segmentation (F32)
100% 683
11.4 IPS
 
Image Segmentation (F16)
100% 701
11.7 IPS
 
Image Segmentation (I8)
98% 748
12.5 IPS
 
Pose Estimation (F32)
100% 1211
1.47 IPS
 
Pose Estimation (F16)
100% 1221
1.48 IPS
 
Pose Estimation (I8)
100% 5007
6.06 IPS
 
Object Detection (F32)
100% 552
41.2 IPS
 
Object Detection (F16)
100% 555
41.5 IPS
 
Object Detection (I8)
61% 1119
83.5 IPS
 
Face Detection (F32)
100% 1207
14.4 IPS
 
Face Detection (F16)
100% 1190
14.1 IPS
 
Face Detection (I8)
86% 1935
23.0 IPS
 
Depth Estimation (F32)
100% 1192
9.24 IPS
 
Depth Estimation (F16)
100% 1218
9.44 IPS
 
Depth Estimation (I8)
95% 2216
17.2 IPS
 
Style Transfer (F32)
100% 2107
2.77 IPS
 
Style Transfer (F16)
100% 2055
2.70 IPS
 
Style Transfer (I8)
98% 5295
6.97 IPS
 
Image Super-Resolution (F32)
100% 813
29.0 IPS
 
Image Super-Resolution (F16)
100% 752
26.9 IPS
 
Image Super-Resolution (I8)
98% 2005
71.6 IPS
 
Text Classification (F32)
100% 555
798.1 IPS
 
Text Classification (F16)
100% 569
817.9 IPS
 
Text Classification (I8)
92% 432
620.3 IPS
 
Machine Translation (F32)
100% 1241
22.8 IPS
 
Machine Translation (F16)
100% 1228
22.6 IPS
 
Machine Translation (I8)
64% 409
7.52 IPS
 

Compare

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