| Upload Date | September 30 2022 01:37 AM |
| Views | 1 |
| System Information | |
|---|---|
| Operating System | iOS 15.7 |
| Model | iPad Air (3rd generation) |
| Model ID | iPad11,4 |
| Motherboard | J218AP |
| CPU Information | |
|---|---|
| Name | Apple A12 Bionic |
| Topology | 1 Processor, 6 Cores |
| Identifier | ARM |
| Base Frequency | 2.49 GHz |
| L1 Instruction Cache | 48.0 KB x 1 |
| L1 Data Cache | 32.0 KB x 1 |
| L2 Cache | 2.00 MB x 1 |
| Memory Information | |
|---|---|
| Size | 2.84 GB |
| Inference Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | Core ML |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
3981
426.6 IPS |
|
|
Image Classification (F16)
|
100% |
3931
421.1 IPS |
|
|
Image Classification (I8)
|
81% |
403
43.2 IPS |
|
|
Image Segmentation (F32)
|
100% |
1395
8.62 IPS |
|
|
Image Segmentation (F16)
|
100% |
1410
8.71 IPS |
|
|
Image Segmentation (I8)
|
89% |
747
4.61 IPS |
|
|
Pose Estimation (F32)
|
100% |
7455
30.2 IPS |
|
|
Pose Estimation (F16)
|
100% |
7357
29.8 IPS |
|
|
Pose Estimation (I8)
|
80% |
142
0.57 IPS |
|
|
Object Detection (F32)
|
94% |
4062
142.6 IPS |
|
|
Object Detection (F16)
|
94% |
4095
143.7 IPS |
|
|
Object Detection (I8)
|
52% |
568
19.9 IPS |
|
|
Face Detection (F32)
|
67% |
3859
44.3 IPS |
|
|
Face Detection (F16)
|
67% |
3872
44.5 IPS |
|
|
Face Detection (I8)
|
75% |
547
6.29 IPS |
|
|
Text Classification (F32)
|
100% |
382
151.3 IPS |
|
|
Text Classification (F16)
|
100% |
355
140.3 IPS |
|
|
Machine Translation (F32)
|
100% |
1001
154.3 IPS |
|
|
Machine Translation (F16)
|
100% |
1001
154.3 IPS |
Compare
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