| Upload Date | January 14 2022 11:16 PM |
| Views | 4 |
| System Information | |
|---|---|
| Operating System | iOS 15.2.1 |
| Model | iPhone 11 Pro |
| Model ID | iPhone12,3 |
| Motherboard | D421AP |
| CPU Information | |
|---|---|
| Name | Apple A13 Bionic |
| 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 | 3.68 GB |
| Inference Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | CPU |
| Device | |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
549
58.8 IPS |
|
|
Image Classification (F16)
|
100% |
544
58.3 IPS |
|
|
Image Classification (I8)
|
81% |
320
34.2 IPS |
|
|
Image Segmentation (F32)
|
100% |
877
5.42 IPS |
|
|
Image Segmentation (F16)
|
100% |
875
5.41 IPS |
|
|
Image Segmentation (I8)
|
89% |
1114
6.88 IPS |
|
|
Pose Estimation (F32)
|
100% |
286
1.16 IPS |
|
|
Pose Estimation (F16)
|
100% |
283
1.15 IPS |
|
|
Pose Estimation (I8)
|
80% |
341
1.38 IPS |
|
|
Object Detection (F32)
|
100% |
804
28.2 IPS |
|
|
Object Detection (F16)
|
100% |
814
28.6 IPS |
|
|
Object Detection (I8)
|
52% |
609
21.4 IPS |
|
|
Face Detection (F32)
|
100% |
1005
11.5 IPS |
|
|
Face Detection (F16)
|
100% |
999
11.5 IPS |
|
|
Face Detection (I8)
|
75% |
716
8.23 IPS |
|
|
Text Classification (F32)
|
100% |
2000
790.9 IPS |
|
|
Text Classification (F16)
|
100% |
1990
787.0 IPS |
|
|
Machine Translation (F32)
|
100% |
1204
185.5 IPS |
|
|
Machine Translation (F16)
|
100% |
1201
185.2 IPS |