Geekbench ML Score

529
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date January 23 2024 09:00 AM
Views 2

System Information

System Information
Operating System Android 13
Model OnePlus 7T
Model IDOnePlus HD1901
Motherboard msmnile
Governorschedutil
CPU Information
Name Qualcomm Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 81 architecture 8 variant 13 part 2052 revision 14
Base Frequency 1.78 GHz
Cluster 14 Cores @ 1.79 GHz
Cluster 23 Cores @ 2.42 GHz
Cluster 31 Core @ 2.96 GHz
Memory Information
Size 7.28 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 253
47.4 IPS
 
Image Classification (F16)
100% 256
47.9 IPS
 
Image Classification (I8)
97% 467
87.5 IPS
 
Image Segmentation (F32)
100% 344
5.75 IPS
 
Image Segmentation (F16)
100% 338
5.64 IPS
 
Image Segmentation (I8)
98% 373
6.23 IPS
 
Pose Estimation (F32)
100% 555
0.67 IPS
 
Pose Estimation (F16)
100% 561
0.68 IPS
 
Pose Estimation (I8)
100% 2531
3.06 IPS
 
Object Detection (F32)
100% 306
22.9 IPS
 
Object Detection (F16)
100% 288
21.5 IPS
 
Object Detection (I8)
61% 691
51.6 IPS
 
Face Detection (F32)
100% 567
6.75 IPS
 
Face Detection (F16)
100% 573
6.81 IPS
 
Face Detection (I8)
86% 1123
13.4 IPS
 
Depth Estimation (F32)
100% 564
4.37 IPS
 
Depth Estimation (F16)
100% 555
4.30 IPS
 
Depth Estimation (I8)
95% 1133
8.79 IPS
 
Style Transfer (F32)
100% 906
1.19 IPS
 
Style Transfer (F16)
100% 894
1.18 IPS
 
Style Transfer (I8)
98% 2243
2.95 IPS
 
Image Super-Resolution (F32)
100% 354
12.6 IPS
 
Image Super-Resolution (F16)
100% 353
12.6 IPS
 
Image Super-Resolution (I8)
98% 1197
42.8 IPS
 
Text Classification (F32)
100% 317
456.3 IPS
 
Text Classification (F16)
100% 317
456.2 IPS
 
Text Classification (I8)
92% 274
393.9 IPS
 
Machine Translation (F32)
100% 627
11.5 IPS
 
Machine Translation (F16)
100% 642
11.8 IPS
 
Machine Translation (I8)
64% 210
3.87 IPS
 

Compare

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