Upload Date | October 22 2021 09:16 PM |
Views | 5 |
System Information | |
---|---|
Operating System | iOS 15.0.2 |
Model | iPhone14,2 |
Model ID | iPhone14,2 |
Motherboard | D63AP |
CPU Information | |
---|---|
Name | ARM |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 3.23 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 | 5.56 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
2860
306.5 IPS |
|
Image Classification (F16)
|
100% |
4538
486.3 IPS |
|
Image Classification (I8)
|
81% |
697
74.7 IPS |
|
Image Segmentation (F32)
|
100% |
5964
36.8 IPS |
|
Image Segmentation (F16)
|
100% |
8420
52.0 IPS |
|
Image Segmentation (I8)
|
89% |
1257
7.77 IPS |
|
Pose Estimation (F32)
|
100% |
1921
7.77 IPS |
|
Pose Estimation (F16)
|
100% |
4907
19.9 IPS |
|
Pose Estimation (I8)
|
80% |
237
0.96 IPS |
|
Object Detection (F32)
|
100% |
3223
113.1 IPS |
|
Object Detection (F16)
|
100% |
3341
117.3 IPS |
|
Object Detection (I8)
|
52% |
994
34.9 IPS |
|
Face Detection (F32)
|
100% |
5216
59.9 IPS |
|
Face Detection (F16)
|
97% |
9318
107.0 IPS |
|
Face Detection (I8)
|
75% |
933
10.7 IPS |
|
Text Classification (F32)
|
100% |
1568
620.2 IPS |
|
Text Classification (F16)
|
100% |
1545
611.1 IPS |
|
Machine Translation (F32)
|
100% |
1960
302.1 IPS |
|
Machine Translation (F16)
|
100% |
1972
304.0 IPS |