Geekbench ML Score

591
TensorFlow Lite GPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date May 16 2024 02:43 AM
Views 1

System Information

System Information
Operating System Android 14
Model Xiaomi 23043RP34G
Model IDXiaomi 23043RP34G
Motherboard pipa
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 @ 3.19 GHz
Memory Information
Size 7.43 GB
Inference Information
Framework TensorFlow Lite
Backend GPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 279
52.2 IPS
 
Image Classification (F16)
100% 399
74.7 IPS
 
Image Classification (I8)
97% 403
75.4 IPS
 
Image Segmentation (F32)
100% 366
6.11 IPS
 
Image Segmentation (F16)
100% 665
11.1 IPS
 
Image Segmentation (I8)
98% 660
11.0 IPS
 
Pose Estimation (F32)
100% 540
0.65 IPS
 
Pose Estimation (F16)
100% 1082
1.31 IPS
 
Pose Estimation (I8)
100% 1080
1.31 IPS
 
Object Detection (F32)
100% 202
15.1 IPS
 
Object Detection (F16)
100% 233
17.4 IPS
 
Object Detection (I8)
62% 221
16.5 IPS
 
Face Detection (F32)
100% 664
7.90 IPS
 
Face Detection (F16)
97% 1232
14.6 IPS
 
Face Detection (I8)
87% 1250
14.9 IPS
 
Depth Estimation (F32)
100% 655
5.08 IPS
 
Depth Estimation (F16)
100% 1244
9.64 IPS
 
Depth Estimation (I8)
95% 1249
9.69 IPS
 
Style Transfer (F32)
100% 1222
1.61 IPS
 
Style Transfer (F16)
100% 2934
3.86 IPS
 
Style Transfer (I8)
98% 2921
3.84 IPS
 
Image Super-Resolution (F32)
100% 329
11.8 IPS
 
Image Super-Resolution (F16)
100% 748
26.7 IPS
 
Image Super-Resolution (I8)
98% 739
26.4 IPS
 
Text Classification (F32)
100% 231
331.7 IPS
 
Text Classification (F16)
100% 230
330.0 IPS
 
Text Classification (I8)
92% 405
582.4 IPS
 
Machine Translation (F32)
100% 380
7.00 IPS
 
Machine Translation (F16)
100% 381
7.01 IPS
 
Machine Translation (I8)
64% 482
8.87 IPS
 

Compare

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