Geekbench ML Score

296
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date April 24 2024 04:09 PM
Views 1

System Information

System Information
Operating System Android 12
Model OnePlus Nord
Model IDOnePlus AC2001
Motherboard lito
Governorschedutil
CPU Information
Name Qualcomm Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 81 architecture 8 variant 15 part 2052 revision 14
Base Frequency 1.80 GHz
Cluster 16 Cores @ 1.80 GHz
Cluster 21 Core @ 2.21 GHz
Cluster 31 Core @ 2.40 GHz
Memory Information
Size 11.11 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 148
27.7 IPS
 
Image Classification (F16)
100% 164
30.6 IPS
 
Image Classification (I8)
97% 257
48.1 IPS
 
Image Segmentation (F32)
100% 240
4.01 IPS
 
Image Segmentation (F16)
100% 203
3.40 IPS
 
Image Segmentation (I8)
98% 260
4.35 IPS
 
Pose Estimation (F32)
100% 331
0.40 IPS
 
Pose Estimation (F16)
100% 364
0.44 IPS
 
Pose Estimation (I8)
100% 1126
1.36 IPS
 
Object Detection (F32)
100% 171
12.8 IPS
 
Object Detection (F16)
100% 173
12.9 IPS
 
Object Detection (I8)
61% 364
27.2 IPS
 
Face Detection (F32)
100% 327
3.89 IPS
 
Face Detection (F16)
100% 324
3.85 IPS
 
Face Detection (I8)
86% 528
6.27 IPS
 
Depth Estimation (F32)
100% 299
2.32 IPS
 
Depth Estimation (F16)
100% 313
2.42 IPS
 
Depth Estimation (I8)
95% 739
5.73 IPS
 
Style Transfer (F32)
100% 620
0.82 IPS
 
Style Transfer (F16)
100% 619
0.81 IPS
 
Style Transfer (I8)
98% 1322
1.74 IPS
 
Image Super-Resolution (F32)
100% 40
1.45 IPS
 
Image Super-Resolution (F16)
100% 200
7.15 IPS
 
Image Super-Resolution (I8)
98% 554
19.8 IPS
 
Text Classification (F32)
100% 192
276.4 IPS
 
Text Classification (F16)
100% 189
271.7 IPS
 
Text Classification (I8)
92% 163
234.2 IPS
 
Machine Translation (F32)
100% 407
7.48 IPS
 
Machine Translation (F16)
100% 415
7.65 IPS
 
Machine Translation (I8)
64% 144
2.65 IPS
 

Compare

Set Baseline Geekbench 6 now available