Upload Date | August 12 2023 07:30 PM |
Views | 1 |
System Information | |
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Operating System | iOS 17.0 |
Model | iPad12,1 |
Model ID | iPad12,1 |
Motherboard | J181AP |
CPU Information | |
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Name | ARM |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.65 GHz |
L1 Instruction Cache | 96.0 KB x 1 |
L1 Data Cache | 48.0 KB x 1 |
L2 Cache | 4.00 MB x 1 |
Memory Information | |
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Size | 2.87 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
511
54.7 IPS |
|
Image Classification (F16)
|
100% |
512
54.9 IPS |
|
Image Classification (I8)
|
81% |
200
21.4 IPS |
|
Image Segmentation (F32)
|
100% |
839
5.19 IPS |
|
Image Segmentation (F16)
|
100% |
791
4.89 IPS |
|
Image Segmentation (I8)
|
89% |
1052
6.50 IPS |
|
Pose Estimation (F32)
|
100% |
135
0.55 IPS |
|
Pose Estimation (F16)
|
100% |
157
0.64 IPS |
|
Pose Estimation (I8)
|
80% |
293
1.19 IPS |
|
Object Detection (F32)
|
100% |
786
27.6 IPS |
|
Object Detection (F16)
|
100% |
775
27.2 IPS |
|
Object Detection (I8)
|
52% |
435
15.2 IPS |
|
Face Detection (F32)
|
100% |
975
11.2 IPS |
|
Face Detection (F16)
|
100% |
891
10.2 IPS |
|
Face Detection (I8)
|
75% |
705
8.10 IPS |
|
Text Classification (F32)
|
100% |
1693
669.6 IPS |
|
Text Classification (F16)
|
100% |
1575
623.1 IPS |
|
Machine Translation (F32)
|
100% |
1130
174.2 IPS |
|
Machine Translation (F16)
|
100% |
1186
182.8 IPS |