Upload Date | October 23 2021 03:24 AM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 15.1 |
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 | |
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Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
5127
549.3 IPS |
|
Image Classification (F16)
|
100% |
5180
555.1 IPS |
|
Image Classification (I8)
|
81% |
694
74.3 IPS |
|
Image Segmentation (F32)
|
100% |
2042
12.6 IPS |
|
Image Segmentation (F16)
|
100% |
2014
12.4 IPS |
|
Image Segmentation (I8)
|
89% |
1202
7.43 IPS |
|
Pose Estimation (F32)
|
100% |
23311
94.3 IPS |
|
Pose Estimation (F16)
|
100% |
23053
93.3 IPS |
|
Pose Estimation (I8)
|
80% |
231
0.93 IPS |
|
Object Detection (F32)
|
100% |
7064
247.9 IPS |
|
Object Detection (F16)
|
100% |
6903
242.3 IPS |
|
Object Detection (I8)
|
52% |
950
33.3 IPS |
|
Face Detection (F32)
|
100% |
7842
90.1 IPS |
|
Face Detection (F16)
|
100% |
7842
90.1 IPS |
|
Face Detection (I8)
|
75% |
912
10.5 IPS |
|
Text Classification (F32)
|
100% |
1079
426.7 IPS |
|
Text Classification (F16)
|
100% |
1101
435.4 IPS |
|
Machine Translation (F32)
|
100% |
1958
301.7 IPS |
|
Machine Translation (F16)
|
100% |
1945
299.8 IPS |