Geekbench ML Score

441
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date September 24 2024 04:26 PM
Views 2

System Information

System Information
Operating System Android 12
Model Xiaomi M2007J3SC
Model IDXiaomi M2007J3SC
Motherboard apollo
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 @ 2.84 GHz
Memory Information
Size 7.43 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 93
17.4 IPS
 
Image Classification (F16)
100% 53
9.89 IPS
 
Image Classification (I8)
97% 136
25.4 IPS
 
Image Segmentation (F32)
100% 256
4.27 IPS
 
Image Segmentation (F16)
100% 252
4.21 IPS
 
Image Segmentation (I8)
98% 345
5.77 IPS
 
Pose Estimation (F32)
100% 476
0.58 IPS
 
Pose Estimation (F16)
100% 465
0.56 IPS
 
Pose Estimation (I8)
100% 2421
2.93 IPS
 
Object Detection (F32)
100% 249
18.6 IPS
 
Object Detection (F16)
100% 265
19.8 IPS
 
Object Detection (I8)
61% 642
47.9 IPS
 
Face Detection (F32)
100% 561
6.67 IPS
 
Face Detection (F16)
100% 575
6.84 IPS
 
Face Detection (I8)
86% 1449
17.2 IPS
 
Depth Estimation (F32)
100% 536
4.15 IPS
 
Depth Estimation (F16)
100% 543
4.21 IPS
 
Depth Estimation (I8)
95% 1079
8.37 IPS
 
Style Transfer (F32)
100% 886
1.17 IPS
 
Style Transfer (F16)
100% 915
1.20 IPS
 
Style Transfer (I8)
98% 2676
3.52 IPS
 
Image Super-Resolution (F32)
100% 346
12.4 IPS
 
Image Super-Resolution (F16)
100% 330
11.8 IPS
 
Image Super-Resolution (I8)
98% 1131
40.4 IPS
 
Text Classification (F32)
100% 329
472.4 IPS
 
Text Classification (F16)
100% 322
462.2 IPS
 
Text Classification (I8)
92% 300
431.7 IPS
 
Machine Translation (F32)
100% 468
8.60 IPS
 
Machine Translation (F16)
100% 446
8.20 IPS
 
Machine Translation (I8)
64% 237
4.36 IPS
 

Compare

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