Geekbench ML Score

484
TensorFlow Lite GPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date January 23 2024 09:05 AM
Views 1

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 GPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 234
43.9 IPS
 
Image Classification (F16)
100% 394
73.7 IPS
 
Image Classification (I8)
97% 397
74.3 IPS
 
Image Segmentation (F32)
100% 306
5.11 IPS
 
Image Segmentation (F16)
100% 574
9.59 IPS
 
Image Segmentation (I8)
98% 558
9.32 IPS
 
Pose Estimation (F32)
100% 474
0.57 IPS
 
Pose Estimation (F16)
100% 361
0.44 IPS
 
Pose Estimation (I8)
100% 360
0.44 IPS
 
Object Detection (F32)
100% 204
15.2 IPS
 
Object Detection (F16)
100% 235
17.5 IPS
 
Object Detection (I8)
62% 237
17.7 IPS
 
Face Detection (F32)
100% 551
6.55 IPS
 
Face Detection (F16)
97% 1035
12.3 IPS
 
Face Detection (I8)
87% 1317
15.7 IPS
 
Depth Estimation (F32)
100% 530
4.11 IPS
 
Depth Estimation (F16)
100% 1058
8.21 IPS
 
Depth Estimation (I8)
95% 1067
8.28 IPS
 
Style Transfer (F32)
100% 1099
1.45 IPS
 
Style Transfer (F16)
100% 2621
3.45 IPS
 
Style Transfer (I8)
98% 2613
3.44 IPS
 
Image Super-Resolution (F32)
100% 300
10.7 IPS
 
Image Super-Resolution (F16)
100% 496
17.7 IPS
 
Image Super-Resolution (I8)
98% 495
17.7 IPS
 
Text Classification (F32)
100% 203
291.5 IPS
 
Text Classification (F16)
100% 202
291.0 IPS
 
Text Classification (I8)
92% 334
479.9 IPS
 
Machine Translation (F32)
100% 350
6.44 IPS
 
Machine Translation (F16)
100% 354
6.51 IPS
 
Machine Translation (I8)
64% 349
6.41 IPS
 

Compare

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