Geekbench ML Score

569
TensorFlow Lite GPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date April 26 2024 06:36 AM
Views 1

System Information

System Information
Operating System Android 14
Model Xiaomi 2311DRK48C
Model IDXiaomi 2311DRK48C
Motherboard duchamp
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3405 revision 0
Base Frequency 2.20 GHz
Cluster 14 Cores @ 2.20 GHz
Cluster 23 Cores @ 3.20 GHz
Cluster 31 Core @ 3.35 GHz
Memory Information
Size 11.08 GB
Inference Information
Framework TensorFlow Lite
Backend GPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 312
58.4 IPS
 
Image Classification (F16)
100% 420
78.6 IPS
 
Image Classification (I8)
97% 358
67.1 IPS
 
Image Segmentation (F32)
100% 695
11.6 IPS
 
Image Segmentation (F16)
100% 780
13.0 IPS
 
Image Segmentation (I8)
98% 769
12.8 IPS
 
Pose Estimation (F32)
100% 353
0.43 IPS
 
Pose Estimation (F16)
100% 493
0.60 IPS
 
Pose Estimation (I8)
100% 492
0.60 IPS
 
Object Detection (F32)
100% 265
19.8 IPS
 
Object Detection (F16)
100% 334
24.9 IPS
 
Object Detection (I8)
62% 370
27.6 IPS
 
Face Detection (F32)
100% 1254
14.9 IPS
 
Face Detection (F16)
98% 1401
16.7 IPS
 
Face Detection (I8)
86% 1295
15.4 IPS
 
Depth Estimation (F32)
100% 704
5.46 IPS
 
Depth Estimation (F16)
100% 857
6.64 IPS
 
Depth Estimation (I8)
95% 848
6.58 IPS
 
Style Transfer (F32)
100% 1922
2.53 IPS
 
Style Transfer (F16)
100% 2374
3.12 IPS
 
Style Transfer (I8)
98% 2377
3.13 IPS
 
Image Super-Resolution (F32)
100% 412
14.7 IPS
 
Image Super-Resolution (F16)
100% 498
17.8 IPS
 
Image Super-Resolution (I8)
98% 494
17.6 IPS
 
Text Classification (F32)
100% 194
278.9 IPS
 
Text Classification (F16)
100% 194
278.4 IPS
 
Text Classification (I8)
92% 339
487.4 IPS
 
Machine Translation (F32)
100% 357
6.58 IPS
 
Machine Translation (F16)
100% 359
6.60 IPS
 
Machine Translation (I8)
64% 400
7.36 IPS
 

Compare

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