Upload Date | May 11 2021 12:20 PM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 14.5.1 |
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 | |
---|---|
Size | 5.58 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
651
69.7 IPS |
|
Image Classification (F16)
|
100% |
606
65.0 IPS |
|
Image Classification (I8)
|
81% |
442
47.4 IPS |
|
Image Segmentation (F32)
|
100% |
982
6.07 IPS |
|
Image Segmentation (F16)
|
100% |
962
5.94 IPS |
|
Image Segmentation (I8)
|
89% |
1416
8.75 IPS |
|
Pose Estimation (F32)
|
100% |
368
1.49 IPS |
|
Pose Estimation (F16)
|
100% |
364
1.47 IPS |
|
Pose Estimation (I8)
|
80% |
446
1.81 IPS |
|
Object Detection (F32)
|
100% |
720
25.3 IPS |
|
Object Detection (F16)
|
100% |
712
25.0 IPS |
|
Object Detection (I8)
|
52% |
594
20.8 IPS |
|
Face Detection (F32)
|
100% |
1077
12.4 IPS |
|
Face Detection (F16)
|
100% |
1070
12.3 IPS |
|
Face Detection (I8)
|
75% |
821
9.44 IPS |
|
Text Classification (F32)
|
100% |
2345
927.3 IPS |
|
Text Classification (F16)
|
100% |
2344
926.9 IPS |
|
Machine Translation (F32)
|
100% |
1682
259.3 IPS |
|
Machine Translation (F16)
|
100% |
1678
258.6 IPS |