Geekbench ML Score

527
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date May 18 2024 09:55 AM
Views 1

System Information

System Information
Operating System Android 14
Model Xiaomi 22021211RC
Model IDXiaomi 22021211RC
Motherboard munch
Governorschedutil
CPU Information
Name ARM Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3341 revision 0
Base Frequency 1.80 GHz
Cluster 14 Cores @ 1.80 GHz
Cluster 23 Cores @ 2.42 GHz
Cluster 31 Core @ 3.19 GHz
Memory Information
Size 11.33 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 246
46.1 IPS
 
Image Classification (F16)
100% 236
44.2 IPS
 
Image Classification (I8)
97% 545
102.0 IPS
 
Image Segmentation (F32)
100% 345
5.75 IPS
 
Image Segmentation (F16)
100% 348
5.82 IPS
 
Image Segmentation (I8)
98% 444
7.42 IPS
 
Pose Estimation (F32)
100% 541
0.65 IPS
 
Pose Estimation (F16)
100% 538
0.65 IPS
 
Pose Estimation (I8)
100% 2365
2.86 IPS
 
Object Detection (F32)
100% 280
20.9 IPS
 
Object Detection (F16)
100% 274
20.5 IPS
 
Object Detection (I8)
61% 723
53.9 IPS
 
Face Detection (F32)
100% 584
6.94 IPS
 
Face Detection (F16)
100% 582
6.92 IPS
 
Face Detection (I8)
86% 1269
15.1 IPS
 
Depth Estimation (F32)
100% 528
4.10 IPS
 
Depth Estimation (F16)
100% 520
4.04 IPS
 
Depth Estimation (I8)
95% 1151
8.92 IPS
 
Style Transfer (F32)
100% 911
1.20 IPS
 
Style Transfer (F16)
100% 900
1.18 IPS
 
Style Transfer (I8)
98% 2202
2.90 IPS
 
Image Super-Resolution (F32)
100% 316
11.3 IPS
 
Image Super-Resolution (F16)
100% 310
11.1 IPS
 
Image Super-Resolution (I8)
98% 1042
37.2 IPS
 
Text Classification (F32)
100% 292
420.0 IPS
 
Text Classification (F16)
100% 305
439.0 IPS
 
Text Classification (I8)
92% 244
350.6 IPS
 
Machine Translation (F32)
100% 616
11.3 IPS
 
Machine Translation (F16)
100% 627
11.5 IPS
 
Machine Translation (I8)
64% 336
6.18 IPS
 

Compare

Set Baseline Geekbench 6 now available