Geekbench ML Score

1018
TensorFlow Lite GPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date May 08 2024 03:22 AM
Views 1

System Information

System Information
Operating System Android 14
Model Xiaomi 23116PN5BC
Model IDXiaomi 23116PN5BC
Motherboard shennong
Governorwalt
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 0 part 3458 revision 1
Base Frequency 2.26 GHz
Cluster 12 Cores @ 2.27 GHz
Cluster 22 Cores @ 2.96 GHz
Cluster 33 Cores @ 3.15 GHz
Cluster 41 Core @ 3.30 GHz
Memory Information
Size 14.85 GB
Inference Information
Framework TensorFlow Lite
Backend GPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 726
135.9 IPS
 
Image Classification (F16)
100% 752
140.7 IPS
 
Image Classification (I8)
99% 554
103.7 IPS
 
Image Segmentation (F32)
100% 801
13.4 IPS
 
Image Segmentation (F16)
100% 1037
17.3 IPS
 
Image Segmentation (I8)
98% 1198
20.0 IPS
 
Pose Estimation (F32)
100% 982
1.19 IPS
 
Pose Estimation (F16)
100% 2060
2.49 IPS
 
Pose Estimation (I8)
100% 2101
2.54 IPS
 
Object Detection (F32)
100% 334
24.9 IPS
 
Object Detection (F16)
100% 441
32.9 IPS
 
Object Detection (I8)
62% 282
21.1 IPS
 
Face Detection (F32)
100% 2299
27.3 IPS
 
Face Detection (F16)
97% 3070
36.5 IPS
 
Face Detection (I8)
86% 2287
27.2 IPS
 
Depth Estimation (F32)
100% 1655
12.8 IPS
 
Depth Estimation (F16)
100% 3219
25.0 IPS
 
Depth Estimation (I8)
95% 3173
24.6 IPS
 
Style Transfer (F32)
100% 4664
6.13 IPS
 
Style Transfer (F16)
100% 9056
11.9 IPS
 
Style Transfer (I8)
98% 8985
11.8 IPS
 
Image Super-Resolution (F32)
100% 448
16.0 IPS
 
Image Super-Resolution (F16)
100% 994
35.5 IPS
 
Image Super-Resolution (I8)
98% 1316
47.0 IPS
 
Text Classification (F32)
100% 187
268.1 IPS
 
Text Classification (F16)
100% 186
267.5 IPS
 
Text Classification (I8)
92% 305
438.0 IPS
 
Machine Translation (F32)
100% 356
6.55 IPS
 
Machine Translation (F16)
100% 356
6.55 IPS
 
Machine Translation (I8)
64% 398
7.32 IPS
 

Compare

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