Geekbench ML Score

806
TensorFlow Lite GPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date November 27 2024 08:24 AM
Views 1

System Information

System Information
Operating System Android 12
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 10.91 GB
Inference Information
Framework TensorFlow Lite
Backend GPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 478
89.4 IPS
 
Image Classification (F16)
100% 403
75.4 IPS
 
Image Classification (I8)
97% 471
88.1 IPS
 
Image Segmentation (F32)
100% 745
12.4 IPS
 
Image Segmentation (F16)
100% 922
15.4 IPS
 
Image Segmentation (I8)
98% 895
15.0 IPS
 
Pose Estimation (F32)
100% 703
0.85 IPS
 
Pose Estimation (F16)
100% 1271
1.54 IPS
 
Pose Estimation (I8)
100% 1253
1.52 IPS
 
Object Detection (F32)
100% 238
17.8 IPS
 
Object Detection (F16)
100% 256
19.1 IPS
 
Object Detection (I8)
62% 270
20.2 IPS
 
Face Detection (F32)
100% 1558
18.5 IPS
 
Face Detection (F16)
97% 1451
17.3 IPS
 
Face Detection (I8)
87% 1363
16.2 IPS
 
Depth Estimation (F32)
100% 1110
8.61 IPS
 
Depth Estimation (F16)
100% 2536
19.7 IPS
 
Depth Estimation (I8)
95% 2500
19.4 IPS
 
Style Transfer (F32)
100% 2785
3.66 IPS
 
Style Transfer (F16)
100% 6274
8.25 IPS
 
Style Transfer (I8)
98% 6377
8.39 IPS
 
Image Super-Resolution (F32)
100% 389
13.9 IPS
 
Image Super-Resolution (F16)
100% 521
18.6 IPS
 
Image Super-Resolution (I8)
98% 521
18.6 IPS
 
Text Classification (F32)
100% 285
409.5 IPS
 
Text Classification (F16)
100% 285
410.2 IPS
 
Text Classification (I8)
92% 516
740.9 IPS
 
Machine Translation (F32)
100% 478
8.80 IPS
 
Machine Translation (F16)
100% 484
8.91 IPS
 
Machine Translation (I8)
64% 611
11.2 IPS
 

Compare

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