Geekbench ML Score

1181
TensorFlow Lite GPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date October 19 2024 08:09 AM
Views 4

System Information

System Information
Operating System Android 15
Model Xiaomi 24018RPACC
Model IDXiaomi 24018RPACC
Motherboard kalama
Governorwalt
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3406 revision 0
Base Frequency 2.02 GHz
Cluster 13 Cores @ 2.02 GHz
Cluster 24 Cores @ 2.80 GHz
Cluster 31 Core @ 3.19 GHz
Memory Information
Size 11.19 GB
Inference Information
Framework TensorFlow Lite
Backend GPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 657
123.0 IPS
 
Image Classification (F16)
100% 1133
212.1 IPS
 
Image Classification (I8)
99% 1103
206.4 IPS
 
Image Segmentation (F32)
100% 1272
21.2 IPS
 
Image Segmentation (F16)
100% 1995
33.3 IPS
 
Image Segmentation (I8)
98% 1910
31.9 IPS
 
Pose Estimation (F32)
100% 916
1.11 IPS
 
Pose Estimation (F16)
100% 1256
1.52 IPS
 
Pose Estimation (I8)
100% 1235
1.50 IPS
 
Object Detection (F32)
100% 497
37.1 IPS
 
Object Detection (F16)
100% 771
57.6 IPS
 
Object Detection (I8)
62% 839
62.6 IPS
 
Face Detection (F32)
100% 2323
27.6 IPS
 
Face Detection (F16)
97% 3845
45.7 IPS
 
Face Detection (I8)
86% 3612
42.9 IPS
 
Depth Estimation (F32)
100% 1411
10.9 IPS
 
Depth Estimation (F16)
100% 2769
21.5 IPS
 
Depth Estimation (I8)
95% 2782
21.6 IPS
 
Style Transfer (F32)
100% 3581
4.71 IPS
 
Style Transfer (F16)
100% 8170
10.7 IPS
 
Style Transfer (I8)
98% 8212
10.8 IPS
 
Image Super-Resolution (F32)
100% 387
13.8 IPS
 
Image Super-Resolution (F16)
100% 358
12.8 IPS
 
Image Super-Resolution (I8)
98% 345
12.3 IPS
 
Text Classification (F32)
100% 396
569.1 IPS
 
Text Classification (F16)
100% 392
562.8 IPS
 
Text Classification (I8)
92% 615
884.5 IPS
 
Machine Translation (F32)
100% 589
10.8 IPS
 
Machine Translation (F16)
100% 576
10.6 IPS
 
Machine Translation (I8)
64% 624
11.5 IPS
 

Compare

Set Baseline Geekbench 6 now available