Geekbench ML Score

702
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date November 20 2024 03:21 AM
Views 1

System Information

System Information
Operating System Android 15
Model Xiaomi 24129PN74C
Model IDXiaomi 24129PN74C
Motherboard sun
Governorwalt
CPU Information
Name Qualcomm ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 81 architecture 8 variant 3 part 1 revision 4
Base Frequency 3.53 GHz
Cluster 16 Cores @ 3.53 GHz
Cluster 22 Cores @ 4.32 GHz
Memory Information
Size 14.76 GB
Inference Information
Framework TensorFlow Lite
Backend NNAPI
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 297
55.5 IPS
 
Image Classification (F16)
100% 298
55.8 IPS
 
Image Classification (I8)
97% 774
144.8 IPS
 
Image Segmentation (F32)
100% 383
6.40 IPS
 
Image Segmentation (F16)
100% 386
6.45 IPS
 
Image Segmentation (I8)
98% 753
12.6 IPS
 
Pose Estimation (F32)
100% 537
0.65 IPS
 
Pose Estimation (F16)
100% 535
0.65 IPS
 
Pose Estimation (I8)
100% 2058
2.49 IPS
 
Object Detection (F32)
100% 307
22.9 IPS
 
Object Detection (F16)
100% 307
22.9 IPS
 
Object Detection (I8)
61% 860
64.2 IPS
 
Face Detection (F32)
100% 804
9.57 IPS
 
Face Detection (F16)
100% 812
9.65 IPS
 
Face Detection (I8)
86% 2347
27.9 IPS
 
Depth Estimation (F32)
100% 679
5.26 IPS
 
Depth Estimation (F16)
100% 691
5.36 IPS
 
Depth Estimation (I8)
95% 1895
14.7 IPS
 
Style Transfer (F32)
100% 1215
1.60 IPS
 
Style Transfer (F16)
100% 1214
1.60 IPS
 
Style Transfer (I8)
98% 3254
4.28 IPS
 
Image Super-Resolution (F32)
100% 367
13.1 IPS
 
Image Super-Resolution (F16)
100% 373
13.3 IPS
 
Image Super-Resolution (I8)
98% 1325
47.3 IPS
 
Text Classification (F32)
100% 430
617.6 IPS
 
Text Classification (F16)
100% 430
617.8 IPS
 
Text Classification (I8)
92% 666
956.7 IPS
 
Machine Translation (F32)
100% 775
14.3 IPS
 
Machine Translation (F16)
100% 778
14.3 IPS
 
Machine Translation (I8)
64% 796
14.7 IPS
 

Compare

Set Baseline Geekbench 6 now available