Upload Date | September 19 2021 03:05 PM |
Views | 26 |
System Information | |
---|---|
Operating System | iOS 15.0 |
Model | iPad12,2 |
Model ID | iPad12,2 |
Motherboard | J182AP |
CPU Information | |
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Name | ARM |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.66 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 | |
---|---|
Size | 2.87 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
4560
488.6 IPS |
|
Image Classification (F16)
|
100% |
4568
489.5 IPS |
|
Image Classification (I8)
|
81% |
448
48.0 IPS |
|
Image Segmentation (F32)
|
100% |
1611
9.95 IPS |
|
Image Segmentation (F16)
|
100% |
1597
9.86 IPS |
|
Image Segmentation (I8)
|
89% |
820
5.06 IPS |
|
Pose Estimation (F32)
|
100% |
8683
35.1 IPS |
|
Pose Estimation (F16)
|
100% |
8670
35.1 IPS |
|
Pose Estimation (I8)
|
80% |
151
0.61 IPS |
|
Object Detection (F32)
|
94% |
5581
195.9 IPS |
|
Object Detection (F16)
|
94% |
5604
196.7 IPS |
|
Object Detection (I8)
|
52% |
634
22.2 IPS |
|
Face Detection (F32)
|
67% |
5632
64.7 IPS |
|
Face Detection (F16)
|
67% |
5723
65.7 IPS |
|
Face Detection (I8)
|
75% |
628
7.21 IPS |
|
Text Classification (F32)
|
100% |
842
333.2 IPS |
|
Text Classification (F16)
|
100% |
846
334.6 IPS |
|
Machine Translation (F32)
|
100% |
1204
185.5 IPS |
|
Machine Translation (F16)
|
100% |
1202
185.3 IPS |