| Upload Date | December 20 2024 03:16 AM |
| Views | 5 |
| System Information | |
|---|---|
| Operating System | iOS 15.6 |
| Model | iPhone X |
| Model ID | iPhone10,6 |
| Motherboard | D221AP |
| CPU Information | |
|---|---|
| Name | Apple A11 Bionic |
| Topology | 1 Processor, 6 Cores |
| Identifier | ARM |
| Base Frequency | 2.39 GHz |
| L1 Instruction Cache | 48.0 KB x 1 |
| L1 Data Cache | 32.0 KB x 1 |
| L2 Cache | 8.00 MB x 1 |
| Memory Information | |
|---|---|
| Size | 2.76 GB |
| Inference Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | CPU |
| Device | |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
95
10.2 IPS |
|
|
Image Classification (F16)
|
100% |
100
10.7 IPS |
|
|
Image Classification (I8)
|
81% |
89
9.55 IPS |
|
|
Image Segmentation (F32)
|
100% |
175
1.08 IPS |
|
|
Image Segmentation (F16)
|
100% |
188
1.16 IPS |
|
|
Image Segmentation (I8)
|
89% |
308
1.90 IPS |
|
|
Pose Estimation (F32)
|
100% |
60
0.24 IPS |
|
|
Pose Estimation (F16)
|
100% |
56
0.23 IPS |
|
|
Pose Estimation (I8)
|
80% |
72
0.29 IPS |
|
|
Object Detection (F32)
|
100% |
182
6.38 IPS |
|
|
Object Detection (F16)
|
100% |
182
6.37 IPS |
|
|
Object Detection (I8)
|
52% |
157
5.52 IPS |
|
|
Face Detection (F32)
|
100% |
173
1.99 IPS |
|
|
Face Detection (F16)
|
100% |
154
1.77 IPS |
|
|
Face Detection (I8)
|
75% |
151
1.73 IPS |
|
|
Text Classification (F32)
|
100% |
109
43.3 IPS |
|
|
Text Classification (F16)
|
100% |
110
43.5 IPS |
|
|
Machine Translation (F32)
|
100% |
124
19.2 IPS |
|
|
Machine Translation (F16)
|
100% |
131
20.2 IPS |