| Upload Date | September 23 2022 05:40 AM |
| Views | 2 |
| System Information | |
|---|---|
| Operating System | iOS 16.1 |
| 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% |
2913
312.1 IPS |
|
|
Image Classification (F16)
|
100% |
4568
489.4 IPS |
|
|
Image Classification (I8)
|
81% |
744
79.7 IPS |
|
|
Image Segmentation (F32)
|
100% |
6398
39.5 IPS |
|
|
Image Segmentation (F16)
|
100% |
9335
57.7 IPS |
|
|
Image Segmentation (I8)
|
89% |
1365
8.43 IPS |
|
|
Pose Estimation (F32)
|
100% |
2384
9.64 IPS |
|
|
Pose Estimation (F16)
|
100% |
5136
20.8 IPS |
|
|
Pose Estimation (I8)
|
80% |
258
1.04 IPS |
|
|
Object Detection (F32)
|
100% |
3362
118.0 IPS |
|
|
Object Detection (F16)
|
100% |
3739
131.2 IPS |
|
|
Object Detection (I8)
|
52% |
1066
37.4 IPS |
|
|
Face Detection (F32)
|
100% |
5876
67.5 IPS |
|
|
Face Detection (F16)
|
97% |
9966
114.5 IPS |
|
|
Face Detection (I8)
|
75% |
1041
12.0 IPS |
|
|
Text Classification (F32)
|
100% |
2143
847.4 IPS |
|
|
Text Classification (F16)
|
100% |
1873
740.9 IPS |
|
|
Machine Translation (F32)
|
100% |
2273
350.3 IPS |
|
|
Machine Translation (F16)
|
100% |
2275
350.7 IPS |