Upload Date | September 16 2021 01:59 AM |
Views | 20 |
System Information | |
---|---|
Operating System | iOS 15.0 |
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 | 3.24 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 | 3.60 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1404
150.5 IPS |
|
Image Classification (F16)
|
100% |
1331
142.6 IPS |
|
Image Classification (I8)
|
81% |
700
75.0 IPS |
|
Image Segmentation (F32)
|
100% |
5251
32.4 IPS |
|
Image Segmentation (F16)
|
100% |
7197
44.5 IPS |
|
Image Segmentation (I8)
|
89% |
1258
7.77 IPS |
|
Pose Estimation (F32)
|
100% |
1771
7.17 IPS |
|
Pose Estimation (F16)
|
100% |
4215
17.1 IPS |
|
Pose Estimation (I8)
|
80% |
239
0.97 IPS |
|
Object Detection (F32)
|
100% |
1577
55.3 IPS |
|
Object Detection (F16)
|
100% |
3066
107.6 IPS |
|
Object Detection (I8)
|
52% |
986
34.6 IPS |
|
Face Detection (F32)
|
100% |
4874
56.0 IPS |
|
Face Detection (F16)
|
97% |
6350
73.0 IPS |
|
Face Detection (I8)
|
75% |
935
10.7 IPS |
|
Text Classification (F32)
|
100% |
925
366.0 IPS |
|
Text Classification (F16)
|
100% |
998
394.8 IPS |
|
Machine Translation (F32)
|
100% |
1979
305.0 IPS |
|
Machine Translation (F16)
|
100% |
1986
306.1 IPS |