Upload Date | September 28 2021 07:57 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.0 |
Model | iPad13,4 |
Model ID | iPad13,4 |
Motherboard | J517AP |
CPU Information | |
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Name | ARM |
Topology | 1 Processor, 8 Cores |
Identifier | ARM |
Base Frequency | 3.20 GHz |
L1 Instruction Cache | 128 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 4.00 MB x 1 |
Memory Information | |
---|---|
Size | 7.33 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
928
99.5 IPS |
|
Image Classification (F16)
|
100% |
937
100.4 IPS |
|
Image Classification (I8)
|
81% |
389
41.7 IPS |
|
Image Segmentation (F32)
|
100% |
1244
7.69 IPS |
|
Image Segmentation (F16)
|
100% |
1240
7.66 IPS |
|
Image Segmentation (I8)
|
89% |
1491
9.21 IPS |
|
Pose Estimation (F32)
|
100% |
670
2.71 IPS |
|
Pose Estimation (F16)
|
100% |
668
2.70 IPS |
|
Pose Estimation (I8)
|
80% |
785
3.17 IPS |
|
Object Detection (F32)
|
100% |
1417
49.7 IPS |
|
Object Detection (F16)
|
100% |
1417
49.7 IPS |
|
Object Detection (I8)
|
52% |
617
21.6 IPS |
|
Face Detection (F32)
|
100% |
1624
18.7 IPS |
|
Face Detection (F16)
|
100% |
1622
18.6 IPS |
|
Face Detection (I8)
|
75% |
786
9.03 IPS |
|
Text Classification (F32)
|
100% |
686
271.2 IPS |
|
Text Classification (F16)
|
100% |
680
268.8 IPS |
|
Machine Translation (F32)
|
100% |
1839
283.4 IPS |
|
Machine Translation (F16)
|
100% |
1847
284.6 IPS |