Upload Date | June 12 2021 06:52 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 | |
---|---|
Size | 5.58 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1709
183.2 IPS |
|
Image Classification (F16)
|
100% |
1665
178.4 IPS |
|
Image Classification (I8)
|
81% |
647
69.3 IPS |
|
Image Segmentation (F32)
|
100% |
4006
24.7 IPS |
|
Image Segmentation (F16)
|
100% |
5989
37.0 IPS |
|
Image Segmentation (I8)
|
89% |
1150
7.10 IPS |
|
Pose Estimation (F32)
|
100% |
1418
5.74 IPS |
|
Pose Estimation (F16)
|
100% |
4685
19.0 IPS |
|
Pose Estimation (I8)
|
80% |
223
0.90 IPS |
|
Object Detection (F32)
|
100% |
1584
55.6 IPS |
|
Object Detection (F16)
|
99% |
1693
59.4 IPS |
|
Object Detection (I8)
|
52% |
917
32.2 IPS |
|
Face Detection (F32)
|
100% |
3914
45.0 IPS |
|
Face Detection (F16)
|
97% |
5368
61.7 IPS |
|
Face Detection (I8)
|
75% |
888
10.2 IPS |
|
Text Classification (F32)
|
100% |
864
341.6 IPS |
|
Text Classification (F16)
|
98% |
1110
439.0 IPS |
|
Machine Translation (F32)
|
100% |
1676
258.2 IPS |
|
Machine Translation (F16)
|
100% |
1681
259.0 IPS |