Upload Date | September 16 2021 01:59 AM |
Views | 53 |
System Information | |
---|---|
Operating System | iOS 15.0 |
Model | iPhone14,2 |
Model ID | iPhone14,2 |
Motherboard | D63AP |
CPU Information | |
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Name | ARM |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 3.24 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% |
2869
307.4 IPS |
|
Image Classification (F16)
|
100% |
4417
473.3 IPS |
|
Image Classification (I8)
|
81% |
699
74.9 IPS |
|
Image Segmentation (F32)
|
100% |
5953
36.8 IPS |
|
Image Segmentation (F16)
|
100% |
8357
51.6 IPS |
|
Image Segmentation (I8)
|
89% |
1281
7.91 IPS |
|
Pose Estimation (F32)
|
100% |
1899
7.68 IPS |
|
Pose Estimation (F16)
|
100% |
4855
19.6 IPS |
|
Pose Estimation (I8)
|
80% |
241
0.97 IPS |
|
Object Detection (F32)
|
100% |
3175
111.4 IPS |
|
Object Detection (F16)
|
100% |
3526
123.7 IPS |
|
Object Detection (I8)
|
52% |
994
34.9 IPS |
|
Face Detection (F32)
|
100% |
5177
59.5 IPS |
|
Face Detection (F16)
|
97% |
9333
107.2 IPS |
|
Face Detection (I8)
|
75% |
967
11.1 IPS |
|
Text Classification (F32)
|
100% |
1567
619.7 IPS |
|
Text Classification (F16)
|
100% |
1462
578.3 IPS |
|
Machine Translation (F32)
|
100% |
1975
304.3 IPS |
|
Machine Translation (F16)
|
100% |
1963
302.5 IPS |