Geekbench ML Score

1244
TensorFlow Lite GPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date November 21 2024 08:11 AM
Views 1

System Information

System Information
Operating System Android 15
Model Xiaomi 24129PN74C
Model IDXiaomi 24129PN74C
Motherboard sun
Governorwalt
CPU Information
Name Qualcomm ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 81 architecture 8 variant 3 part 1 revision 4
Base Frequency 3.53 GHz
Cluster 16 Cores @ 3.53 GHz
Cluster 22 Cores @ 4.32 GHz
Memory Information
Size 14.76 GB
Inference Information
Framework TensorFlow Lite
Backend GPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 636
119.1 IPS
 
Image Classification (F16)
100% 1551
290.2 IPS
 
Image Classification (I8)
100% 817
152.8 IPS
 
Image Segmentation (F32)
100% 995
16.6 IPS
 
Image Segmentation (F16)
100% 1375
23.0 IPS
 
Image Segmentation (I8)
98% 2570
42.9 IPS
 
Pose Estimation (F32)
100% 1437
1.74 IPS
 
Pose Estimation (F16)
100% 2359
2.86 IPS
 
Pose Estimation (I8)
100% 2421
2.93 IPS
 
Object Detection (F32)
100% 437
32.6 IPS
 
Object Detection (F16)
100% 506
37.8 IPS
 
Object Detection (I8)
59% 511
38.1 IPS
 
Face Detection (F32)
100% 2804
33.3 IPS
 
Face Detection (F16)
97% 4775
56.8 IPS
 
Face Detection (I8)
86% 4223
50.2 IPS
 
Depth Estimation (F32)
100% 1450
11.2 IPS
 
Depth Estimation (F16)
100% 4114
31.9 IPS
 
Depth Estimation (I8)
94% 4084
31.7 IPS
 
Style Transfer (F32)
100% 4147
5.45 IPS
 
Style Transfer (F16)
100% 10356
13.6 IPS
 
Style Transfer (I8)
98% 7517
9.89 IPS
 
Image Super-Resolution (F32)
100% 662
23.6 IPS
 
Image Super-Resolution (F16)
100% 1523
54.4 IPS
 
Image Super-Resolution (I8)
98% 1087
38.8 IPS
 
Text Classification (F32)
100% 187
268.8 IPS
 
Text Classification (F16)
100% 187
269.1 IPS
 
Text Classification (I8)
92% 310
445.3 IPS
 
Machine Translation (F32)
100% 357
6.57 IPS
 
Machine Translation (F16)
100% 361
6.64 IPS
 
Machine Translation (I8)
64% 399
7.34 IPS
 

Compare

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