Geekbench ML Score

1096
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date July 04 2024 07:46 AM
Views 1

System Information

System Information
Operating System Android 14
Model Xiaomi 13
Model IDXiaomi 2211133C
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 7.04 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 530
99.2 IPS
 
Image Classification (F16)
100% 535
100.0 IPS
 
Image Classification (I8)
97% 894
167.3 IPS
 
Image Segmentation (F32)
100% 700
11.7 IPS
 
Image Segmentation (F16)
100% 697
11.6 IPS
 
Image Segmentation (I8)
98% 778
13.0 IPS
 
Pose Estimation (F32)
100% 1254
1.52 IPS
 
Pose Estimation (F16)
100% 1249
1.51 IPS
 
Pose Estimation (I8)
100% 5224
6.33 IPS
 
Object Detection (F32)
100% 552
41.2 IPS
 
Object Detection (F16)
100% 559
41.7 IPS
 
Object Detection (I8)
61% 1172
87.5 IPS
 
Face Detection (F32)
100% 1139
13.5 IPS
 
Face Detection (F16)
100% 1177
14.0 IPS
 
Face Detection (I8)
86% 1987
23.6 IPS
 
Depth Estimation (F32)
100% 1277
9.90 IPS
 
Depth Estimation (F16)
100% 1268
9.84 IPS
 
Depth Estimation (I8)
95% 2338
18.1 IPS
 
Style Transfer (F32)
100% 2360
3.10 IPS
 
Style Transfer (F16)
100% 2338
3.08 IPS
 
Style Transfer (I8)
98% 4934
6.49 IPS
 
Image Super-Resolution (F32)
100% 843
30.1 IPS
 
Image Super-Resolution (F16)
100% 892
31.9 IPS
 
Image Super-Resolution (I8)
98% 2218
79.2 IPS
 
Text Classification (F32)
100% 611
878.3 IPS
 
Text Classification (F16)
100% 618
888.0 IPS
 
Text Classification (I8)
92% 453
651.6 IPS
 
Machine Translation (F32)
100% 1295
23.8 IPS
 
Machine Translation (F16)
100% 1294
23.8 IPS
 
Machine Translation (I8)
64% 427
7.86 IPS
 

Compare

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