Upload Date | October 21 2021 07:43 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.0.2 |
Model | iPhone14,5 |
Model ID | iPhone14,5 |
Motherboard | D17AP |
CPU Information | |
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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 | 3.60 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1710
183.2 IPS |
|
Image Classification (F16)
|
100% |
1387
148.6 IPS |
|
Image Classification (I8)
|
81% |
680
72.8 IPS |
|
Image Segmentation (F32)
|
100% |
5250
32.4 IPS |
|
Image Segmentation (F16)
|
100% |
7259
44.8 IPS |
|
Image Segmentation (I8)
|
89% |
1156
7.14 IPS |
|
Pose Estimation (F32)
|
100% |
1773
7.18 IPS |
|
Pose Estimation (F16)
|
100% |
4215
17.1 IPS |
|
Pose Estimation (I8)
|
80% |
218
0.88 IPS |
|
Object Detection (F32)
|
100% |
2224
78.1 IPS |
|
Object Detection (F16)
|
100% |
3038
106.6 IPS |
|
Object Detection (I8)
|
52% |
897
31.5 IPS |
|
Face Detection (F32)
|
100% |
4851
55.7 IPS |
|
Face Detection (F16)
|
97% |
5748
66.0 IPS |
|
Face Detection (I8)
|
75% |
869
9.98 IPS |
|
Text Classification (F32)
|
100% |
974
385.0 IPS |
|
Text Classification (F16)
|
100% |
2013
796.0 IPS |
|
Machine Translation (F32)
|
100% |
1964
302.7 IPS |
|
Machine Translation (F16)
|
100% |
1972
303.8 IPS |