Upload Date | September 15 2021 09:21 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.7.1 |
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 | |
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Size | 7.33 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
933
100.0 IPS |
|
Image Classification (F16)
|
100% |
934
100.1 IPS |
|
Image Classification (I8)
|
81% |
416
44.5 IPS |
|
Image Segmentation (F32)
|
100% |
1240
7.66 IPS |
|
Image Segmentation (F16)
|
100% |
1240
7.66 IPS |
|
Image Segmentation (I8)
|
89% |
1544
9.54 IPS |
|
Pose Estimation (F32)
|
100% |
673
2.72 IPS |
|
Pose Estimation (F16)
|
100% |
655
2.65 IPS |
|
Pose Estimation (I8)
|
80% |
801
3.24 IPS |
|
Object Detection (F32)
|
100% |
1465
51.4 IPS |
|
Object Detection (F16)
|
100% |
1470
51.6 IPS |
|
Object Detection (I8)
|
52% |
622
21.8 IPS |
|
Face Detection (F32)
|
100% |
1638
18.8 IPS |
|
Face Detection (F16)
|
100% |
1661
19.1 IPS |
|
Face Detection (I8)
|
75% |
820
9.42 IPS |
|
Text Classification (F32)
|
100% |
660
260.9 IPS |
|
Text Classification (F16)
|
100% |
682
269.9 IPS |
|
Machine Translation (F32)
|
100% |
1879
289.5 IPS |
|
Machine Translation (F16)
|
100% |
1858
286.4 IPS |