| User | davidblue |
| Upload Date | October 22 2022 01:09 AM |
| Views | 14 |
| System Information | |
|---|---|
| Operating System | iOS 16.1 |
| Model | iPhone 12 Pro Max |
| Model ID | iPhone13,4 |
| Motherboard | D54pAP |
| CPU Information | |
|---|---|
| Name | Apple A14 Bionic |
| Topology | 1 Processor, 6 Cores |
| Identifier | ARM |
| Base Frequency | 2.99 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 | 5.54 GB |
| Inference Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | Core ML |
| Device | |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
6230
667.5 IPS |
|
|
Image Classification (F16)
|
100% |
5925
634.9 IPS |
|
|
Image Classification (I8)
|
81% |
641
68.7 IPS |
|
|
Image Segmentation (F32)
|
100% |
1835
11.3 IPS |
|
|
Image Segmentation (F16)
|
100% |
1850
11.4 IPS |
|
|
Image Segmentation (I8)
|
89% |
1170
7.23 IPS |
|
|
Pose Estimation (F32)
|
100% |
18368
74.3 IPS |
|
|
Pose Estimation (F16)
|
100% |
17889
72.4 IPS |
|
|
Pose Estimation (I8)
|
80% |
224
0.91 IPS |
|
|
Object Detection (F32)
|
100% |
7113
249.6 IPS |
|
|
Object Detection (F16)
|
100% |
7224
253.5 IPS |
|
|
Object Detection (I8)
|
52% |
913
32.0 IPS |
|
|
Face Detection (F32)
|
100% |
7506
86.2 IPS |
|
|
Face Detection (F16)
|
100% |
7410
85.1 IPS |
|
|
Face Detection (I8)
|
75% |
898
10.3 IPS |
|
|
Text Classification (F32)
|
100% |
1089
430.6 IPS |
|
|
Text Classification (F16)
|
100% |
1087
429.8 IPS |
|
|
Machine Translation (F32)
|
100% |
1712
263.9 IPS |
|
|
Machine Translation (F16)
|
100% |
1701
262.2 IPS |