Geekbench ML Score

680
TensorFlow Lite GPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date November 04 2024 12:27 PM
Views 1

System Information

System Information
Operating System Android 14
Model Xiaomi Redmi K50 Ultra
Model IDXiaomi 22081212C
Motherboard diting
Governorwalt
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 2 part 3400 revision 0
Base Frequency 2.02 GHz
Cluster 14 Cores @ 2.02 GHz
Cluster 23 Cores @ 2.75 GHz
Cluster 31 Core @ 3.19 GHz
Memory Information
Size 10.93 GB
Inference Information
Framework TensorFlow Lite
Backend GPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 413
77.3 IPS
 
Image Classification (F16)
100% 510
95.4 IPS
 
Image Classification (I8)
97% 383
71.6 IPS
 
Image Segmentation (F32)
100% 705
11.8 IPS
 
Image Segmentation (F16)
100% 952
15.9 IPS
 
Image Segmentation (I8)
98% 891
14.9 IPS
 
Pose Estimation (F32)
100% 617
0.75 IPS
 
Pose Estimation (F16)
100% 1144
1.39 IPS
 
Pose Estimation (I8)
100% 1148
1.39 IPS
 
Object Detection (F32)
100% 317
23.7 IPS
 
Object Detection (F16)
100% 253
18.9 IPS
 
Object Detection (I8)
62% 247
18.4 IPS
 
Face Detection (F32)
100% 1331
15.8 IPS
 
Face Detection (F16)
97% 1913
22.7 IPS
 
Face Detection (I8)
87% 1604
19.1 IPS
 
Depth Estimation (F32)
100% 955
7.41 IPS
 
Depth Estimation (F16)
100% 1637
12.7 IPS
 
Depth Estimation (I8)
95% 1707
13.2 IPS
 
Style Transfer (F32)
100% 2121
2.79 IPS
 
Style Transfer (F16)
100% 4232
5.57 IPS
 
Style Transfer (I8)
98% 4259
5.60 IPS
 
Image Super-Resolution (F32)
100% 340
12.2 IPS
 
Image Super-Resolution (F16)
100% 371
13.2 IPS
 
Image Super-Resolution (I8)
98% 362
12.9 IPS
 
Text Classification (F32)
100% 192
276.2 IPS
 
Text Classification (F16)
100% 192
275.5 IPS
 
Text Classification (I8)
92% 343
493.4 IPS
 
Machine Translation (F32)
100% 352
6.48 IPS
 
Machine Translation (F16)
100% 350
6.45 IPS
 
Machine Translation (I8)
64% 421
7.74 IPS
 

Compare

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