| Upload Date | December 09 2022 01:24 AM |
| Views | 1 |
| System Information | |
|---|---|
| Operating System | iOS 16.1.2 |
| Model | iPhone 12 Pro |
| Model ID | iPhone13,3 |
| Motherboard | D53pAP |
| 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 | 5.57 GB |
| Inference Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | CPU |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
633
67.8 IPS |
|
|
Image Classification (F16)
|
100% |
587
62.9 IPS |
|
|
Image Classification (I8)
|
81% |
375
40.2 IPS |
|
|
Image Segmentation (F32)
|
100% |
959
5.93 IPS |
|
|
Image Segmentation (F16)
|
100% |
914
5.64 IPS |
|
|
Image Segmentation (I8)
|
89% |
1308
8.08 IPS |
|
|
Pose Estimation (F32)
|
100% |
325
1.32 IPS |
|
|
Pose Estimation (F16)
|
100% |
322
1.30 IPS |
|
|
Pose Estimation (I8)
|
80% |
415
1.68 IPS |
|
|
Object Detection (F32)
|
100% |
842
29.6 IPS |
|
|
Object Detection (F16)
|
100% |
844
29.6 IPS |
|
|
Object Detection (I8)
|
52% |
696
24.4 IPS |
|
|
Face Detection (F32)
|
100% |
1034
11.9 IPS |
|
|
Face Detection (F16)
|
100% |
995
11.4 IPS |
|
|
Face Detection (I8)
|
75% |
806
9.26 IPS |
|
|
Text Classification (F32)
|
100% |
1907
754.2 IPS |
|
|
Text Classification (F16)
|
100% |
1685
666.3 IPS |
|
|
Machine Translation (F32)
|
100% |
1704
262.7 IPS |
|
|
Machine Translation (F16)
|
100% |
1710
263.6 IPS |
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