Geekbench ML Score

1309
TensorFlow Lite GPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date August 14 2023 10:44 AM
Views 1

System Information

System Information
Operating System Android 13
Model Xiaomi M2012K11AG
Model IDXiaomi M2012K11AG
Motherboard alioth
Governorschedutil
CPU Information
Name ARM Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3341 revision 0
Base Frequency 1.80 GHz
Cluster 14 Cores @ 1.80 GHz
Cluster 23 Cores @ 2.42 GHz
Cluster 31 Core @ 3.19 GHz
Memory Information
Size 5.48 GB
Inference Information
Framework TensorFlow Lite
Backend GPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 965
103.4 IPS
 
Image Classification (F16)
100% 1626
174.3 IPS
 
Image Classification (I8)
80% 1394
149.4 IPS
 
Image Segmentation (F32)
100% 2540
15.7 IPS
 
Image Segmentation (F16)
100% 4089
25.3 IPS
 
Image Segmentation (I8)
89% 3918
24.2 IPS
 
Pose Estimation (F32)
100% 1294
5.24 IPS
 
Pose Estimation (F16)
100% 2273
9.20 IPS
 
Pose Estimation (I8)
80% 2262
9.15 IPS
 
Object Detection (F32)
100% 605
21.2 IPS
 
Object Detection (F16)
99% 716
25.1 IPS
 
Object Detection (I8)
53% 700
24.6 IPS
 
Face Detection (F32)
100% 1833
21.1 IPS
 
Face Detection (F16)
97% 3035
34.9 IPS
 
Face Detection (I8)
76% 2723
31.3 IPS
 
Text Classification (F32)
100% 514
203.3 IPS
 
Text Classification (F16)
98% 530
209.6 IPS
 
Machine Translation (F32)
100% 478
73.7 IPS
 
Machine Translation (F16)
100% 472
72.8 IPS
 

Compare

Set Baseline Geekbench 6 now available