Geekbench ML Score

1613
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date November 19 2024 03:00 PM
Views 1

System Information

System Information
Operating System Android 15
Model Xiaomi 2410DPN6CC
Model IDXiaomi 2410DPN6CC
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 CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 949
177.6 IPS
 
Image Classification (F16)
100% 962
179.9 IPS
 
Image Classification (I8)
97% 1338
250.5 IPS
 
Image Segmentation (F32)
100% 1273
21.3 IPS
 
Image Segmentation (F16)
100% 1199
20.0 IPS
 
Image Segmentation (I8)
98% 1445
24.1 IPS
 
Pose Estimation (F32)
100% 1911
2.31 IPS
 
Pose Estimation (F16)
100% 1884
2.28 IPS
 
Pose Estimation (I8)
100% 7297
8.84 IPS
 
Object Detection (F32)
100% 889
66.4 IPS
 
Object Detection (F16)
100% 914
68.2 IPS
 
Object Detection (I8)
61% 1598
119.3 IPS
 
Face Detection (F32)
100% 2081
24.7 IPS
 
Face Detection (F16)
100% 2095
24.9 IPS
 
Face Detection (I8)
86% 3040
36.1 IPS
 
Depth Estimation (F32)
100% 1946
15.1 IPS
 
Depth Estimation (F16)
100% 1928
15.0 IPS
 
Depth Estimation (I8)
95% 3485
27.0 IPS
 
Style Transfer (F32)
100% 3142
4.13 IPS
 
Style Transfer (F16)
100% 3047
4.01 IPS
 
Style Transfer (I8)
98% 7933
10.4 IPS
 
Image Super-Resolution (F32)
100% 1102
39.4 IPS
 
Image Super-Resolution (F16)
100% 1035
37.0 IPS
 
Image Super-Resolution (I8)
98% 2625
93.8 IPS
 
Text Classification (F32)
100% 704
1.01 KIPS
 
Text Classification (F16)
100% 720
1.03 KIPS
 
Text Classification (I8)
92% 495
711.9 IPS
 
Machine Translation (F32)
100% 1524
28.0 IPS
 
Machine Translation (F16)
100% 1540
28.3 IPS
 
Machine Translation (I8)
64% 798
14.7 IPS
 

Compare

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