Upload Date | June 12 2021 09:08 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.0 |
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 | 5.54 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
647
69.4 IPS |
|
Image Classification (F16)
|
100% |
598
64.1 IPS |
|
Image Classification (I8)
|
81% |
433
46.4 IPS |
|
Image Segmentation (F32)
|
100% |
960
5.93 IPS |
|
Image Segmentation (F16)
|
100% |
932
5.76 IPS |
|
Image Segmentation (I8)
|
89% |
1392
8.60 IPS |
|
Pose Estimation (F32)
|
100% |
360
1.45 IPS |
|
Pose Estimation (F16)
|
100% |
356
1.44 IPS |
|
Pose Estimation (I8)
|
80% |
438
1.77 IPS |
|
Object Detection (F32)
|
100% |
914
32.1 IPS |
|
Object Detection (F16)
|
100% |
927
32.5 IPS |
|
Object Detection (I8)
|
52% |
752
26.4 IPS |
|
Face Detection (F32)
|
100% |
1079
12.4 IPS |
|
Face Detection (F16)
|
100% |
1060
12.2 IPS |
|
Face Detection (I8)
|
75% |
817
9.39 IPS |
|
Text Classification (F32)
|
100% |
2349
929.1 IPS |
|
Text Classification (F16)
|
100% |
2343
926.9 IPS |
|
Machine Translation (F32)
|
100% |
1701
262.2 IPS |
|
Machine Translation (F16)
|
100% |
1685
259.6 IPS |