| Upload Date | August 11 2023 08:46 AM |
| Views | 1 |
| System Information | |
|---|---|
| Operating System | iOS 17.0 |
| Model | iPhone15,3 |
| Model ID | iPhone15,3 |
| Motherboard | D74AP |
| CPU Information | |
|---|---|
| Name | ARM |
| Topology | 1 Processor, 6 Cores |
| Identifier | ARM |
| Base Frequency | 3.44 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 | 5.49 GB |
| Inference Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | GPU |
| Device | |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
2887
309.3 IPS |
|
|
Image Classification (F16)
|
100% |
4500
482.2 IPS |
|
|
Image Classification (I8)
|
81% |
743
79.6 IPS |
|
|
Image Segmentation (F32)
|
100% |
6227
38.5 IPS |
|
|
Image Segmentation (F16)
|
100% |
8971
55.4 IPS |
|
|
Image Segmentation (I8)
|
89% |
1362
8.42 IPS |
|
|
Pose Estimation (F32)
|
100% |
2516
10.2 IPS |
|
|
Pose Estimation (F16)
|
100% |
5277
21.4 IPS |
|
|
Pose Estimation (I8)
|
80% |
257
1.04 IPS |
|
|
Object Detection (F32)
|
100% |
3363
118.0 IPS |
|
|
Object Detection (F16)
|
100% |
3618
127.0 IPS |
|
|
Object Detection (I8)
|
52% |
1063
37.3 IPS |
|
|
Face Detection (F32)
|
100% |
5912
67.9 IPS |
|
|
Face Detection (F16)
|
97% |
10061
115.6 IPS |
|
|
Face Detection (I8)
|
75% |
1052
12.1 IPS |
|
|
Text Classification (F32)
|
100% |
2333
922.9 IPS |
|
|
Text Classification (F16)
|
100% |
1910
755.4 IPS |
|
|
Machine Translation (F32)
|
100% |
2370
365.2 IPS |
|
|
Machine Translation (F16)
|
100% |
2370
365.2 IPS |