| Upload Date | September 16 2021 01:59 AM |
| Views | 23 |
| System Information | |
|---|---|
| Operating System | iOS 15.0 |
| Model | iPhone14,5 |
| Model ID | iPhone14,5 |
| Motherboard | D17AP |
| CPU Information | |
|---|---|
| Name | ARM |
| Topology | 1 Processor, 6 Cores |
| Identifier | ARM |
| Base Frequency | 3.24 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 | 3.60 GB |
| Inference Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | GPU |
| Device | |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
1404
150.5 IPS |
|
|
Image Classification (F16)
|
100% |
1331
142.6 IPS |
|
|
Image Classification (I8)
|
81% |
700
75.0 IPS |
|
|
Image Segmentation (F32)
|
100% |
5251
32.4 IPS |
|
|
Image Segmentation (F16)
|
100% |
7197
44.5 IPS |
|
|
Image Segmentation (I8)
|
89% |
1258
7.77 IPS |
|
|
Pose Estimation (F32)
|
100% |
1771
7.17 IPS |
|
|
Pose Estimation (F16)
|
100% |
4215
17.1 IPS |
|
|
Pose Estimation (I8)
|
80% |
239
0.97 IPS |
|
|
Object Detection (F32)
|
100% |
1577
55.3 IPS |
|
|
Object Detection (F16)
|
100% |
3066
107.6 IPS |
|
|
Object Detection (I8)
|
52% |
986
34.6 IPS |
|
|
Face Detection (F32)
|
100% |
4874
56.0 IPS |
|
|
Face Detection (F16)
|
97% |
6350
73.0 IPS |
|
|
Face Detection (I8)
|
75% |
935
10.7 IPS |
|
|
Text Classification (F32)
|
100% |
925
366.0 IPS |
|
|
Text Classification (F16)
|
100% |
998
394.8 IPS |
|
|
Machine Translation (F32)
|
100% |
1979
305.0 IPS |
|
|
Machine Translation (F16)
|
100% |
1986
306.1 IPS |