| Upload Date | September 15 2021 09:36 AM |
| Views | 2 |
| System Information | |
|---|---|
| Operating System | iOS 14.8 |
| Model | iPhone 12 |
| Model ID | iPhone13,2 |
| Motherboard | D53gAP |
| CPU Information | |
|---|---|
| Name | Apple A14 Bionic |
| Topology | 1 Processor, 6 Cores |
| Identifier | ARM |
| Base Frequency | 2.99 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 | 3.62 GB |
| Inference Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | Core ML |
| Device | |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
4739
507.7 IPS |
|
|
Image Classification (F16)
|
100% |
4787
512.9 IPS |
|
|
Image Classification (I8)
|
81% |
646
69.2 IPS |
|
|
Image Segmentation (F32)
|
100% |
1806
11.2 IPS |
|
|
Image Segmentation (F16)
|
100% |
1813
11.2 IPS |
|
|
Image Segmentation (I8)
|
89% |
1135
7.01 IPS |
|
|
Pose Estimation (F32)
|
100% |
17210
69.6 IPS |
|
|
Pose Estimation (F16)
|
100% |
17694
71.6 IPS |
|
|
Pose Estimation (I8)
|
80% |
207
0.84 IPS |
|
|
Object Detection (F32)
|
100% |
6277
220.3 IPS |
|
|
Object Detection (F16)
|
100% |
6066
212.9 IPS |
|
|
Object Detection (I8)
|
52% |
867
30.4 IPS |
|
|
Face Detection (F32)
|
100% |
6050
69.5 IPS |
|
|
Face Detection (F16)
|
100% |
6063
69.7 IPS |
|
|
Face Detection (I8)
|
75% |
871
10.0 IPS |
|
|
Text Classification (F32)
|
100% |
949
375.4 IPS |
|
|
Text Classification (F16)
|
100% |
948
374.8 IPS |
|
|
Machine Translation (F32)
|
100% |
1683
259.4 IPS |
|
|
Machine Translation (F16)
|
100% |
1679
258.8 IPS |