Upload Date | June 15 2021 03:45 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.6 |
Model | iPhone 12 Pro Max |
Model ID | iPhone13,4 |
Motherboard | D54pAP |
CPU Information | |
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Name | Apple A14 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.99 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 | |
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Size | 5.58 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
4761
510.1 IPS |
|
Image Classification (F16)
|
100% |
4865
521.3 IPS |
|
Image Classification (I8)
|
81% |
647
69.3 IPS |
|
Image Segmentation (F32)
|
100% |
1813
11.2 IPS |
|
Image Segmentation (F16)
|
100% |
1809
11.2 IPS |
|
Image Segmentation (I8)
|
89% |
1182
7.30 IPS |
|
Pose Estimation (F32)
|
100% |
16764
67.8 IPS |
|
Pose Estimation (F16)
|
100% |
17728
71.7 IPS |
|
Pose Estimation (I8)
|
80% |
224
0.91 IPS |
|
Object Detection (F32)
|
100% |
6579
230.9 IPS |
|
Object Detection (F16)
|
100% |
6676
234.3 IPS |
|
Object Detection (I8)
|
52% |
917
32.2 IPS |
|
Face Detection (F32)
|
100% |
6151
70.7 IPS |
|
Face Detection (F16)
|
100% |
6138
70.5 IPS |
|
Face Detection (I8)
|
75% |
896
10.3 IPS |
|
Text Classification (F32)
|
100% |
950
375.6 IPS |
|
Text Classification (F16)
|
100% |
960
379.8 IPS |
|
Machine Translation (F32)
|
100% |
1677
258.4 IPS |
|
Machine Translation (F16)
|
100% |
1681
259.0 IPS |