Upload Date | December 09 2023 07:15 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 17.1.2 |
Model | iPhone16,1 |
Model ID | iPhone16,1 |
Motherboard | D83AP |
CPU Information | |
---|---|
Name | ARM |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 3.77 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 | 7.50 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
7958
852.7 IPS |
|
Image Classification (F16)
|
100% |
7977
854.7 IPS |
|
Image Classification (I8)
|
81% |
821
88.0 IPS |
|
Image Segmentation (F32)
|
100% |
2552
15.8 IPS |
|
Image Segmentation (F16)
|
100% |
2556
15.8 IPS |
|
Image Segmentation (I8)
|
89% |
1413
8.73 IPS |
|
Pose Estimation (F32)
|
100% |
28406
114.9 IPS |
|
Pose Estimation (F16)
|
100% |
28200
114.1 IPS |
|
Pose Estimation (I8)
|
80% |
268
1.08 IPS |
|
Object Detection (F32)
|
100% |
8978
315.1 IPS |
|
Object Detection (F16)
|
100% |
8600
301.8 IPS |
|
Object Detection (I8)
|
52% |
1117
39.2 IPS |
|
Face Detection (F32)
|
100% |
11898
136.7 IPS |
|
Face Detection (F16)
|
100% |
11875
136.4 IPS |
|
Face Detection (I8)
|
75% |
1087
12.5 IPS |
|
Text Classification (F32)
|
100% |
1864
737.4 IPS |
|
Text Classification (F16)
|
100% |
1698
671.6 IPS |
|
Machine Translation (F32)
|
100% |
2824
435.3 IPS |
|
Machine Translation (F16)
|
100% |
2845
438.5 IPS |