Geekbench ML Score

1333
TensorFlow Lite GPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date November 27 2024 04:06 PM
Views 1

System Information

System Information
Operating System Android 15
Model Xiaomi 24129PN74C
Model IDXiaomi 24129PN74C
Motherboard sun
Governorwalt
CPU Information
Name Qualcomm ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 81 architecture 8 variant 3 part 1 revision 4
Base Frequency 3.53 GHz
Cluster 16 Cores @ 3.53 GHz
Cluster 22 Cores @ 4.32 GHz
Memory Information
Size 14.76 GB
Inference Information
Framework TensorFlow Lite
Backend GPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 651
121.9 IPS
 
Image Classification (F16)
100% 1511
282.8 IPS
 
Image Classification (I8)
100% 1591
297.7 IPS
 
Image Segmentation (F32)
100% 1000
16.7 IPS
 
Image Segmentation (F16)
100% 1508
25.2 IPS
 
Image Segmentation (I8)
98% 1405
23.5 IPS
 
Pose Estimation (F32)
100% 1431
1.73 IPS
 
Pose Estimation (F16)
100% 2421
2.93 IPS
 
Pose Estimation (I8)
100% 2432
2.95 IPS
 
Object Detection (F32)
100% 499
37.2 IPS
 
Object Detection (F16)
100% 494
36.9 IPS
 
Object Detection (I8)
59% 537
40.1 IPS
 
Face Detection (F32)
100% 2926
34.8 IPS
 
Face Detection (F16)
97% 5690
67.7 IPS
 
Face Detection (I8)
86% 5070
60.3 IPS
 
Depth Estimation (F32)
100% 1438
11.2 IPS
 
Depth Estimation (F16)
100% 4117
31.9 IPS
 
Depth Estimation (I8)
94% 4124
32.0 IPS
 
Style Transfer (F32)
100% 4133
5.44 IPS
 
Style Transfer (F16)
100% 10099
13.3 IPS
 
Style Transfer (I8)
98% 7558
9.94 IPS
 
Image Super-Resolution (F32)
100% 630
22.5 IPS
 
Image Super-Resolution (F16)
100% 1204
43.0 IPS
 
Image Super-Resolution (I8)
98% 737
26.3 IPS
 
Text Classification (F32)
100% 186
267.1 IPS
 
Text Classification (F16)
100% 186
267.2 IPS
 
Text Classification (I8)
92% 309
443.7 IPS
 
Machine Translation (F32)
100% 728
13.4 IPS
 
Machine Translation (F16)
100% 726
13.4 IPS
 
Machine Translation (I8)
64% 746
13.7 IPS
 

Compare

Set Baseline Geekbench 6 now available