Upload Date | May 30 2023 11:45 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 16.5 |
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 | GPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1314
140.8 IPS |
|
Image Classification (F16)
|
100% |
1579
169.1 IPS |
|
Image Classification (I8)
|
81% |
642
68.8 IPS |
|
Image Segmentation (F32)
|
100% |
4232
26.1 IPS |
|
Image Segmentation (F16)
|
100% |
5870
36.3 IPS |
|
Image Segmentation (I8)
|
89% |
1173
7.24 IPS |
|
Pose Estimation (F32)
|
100% |
1490
6.03 IPS |
|
Pose Estimation (F16)
|
100% |
4982
20.2 IPS |
|
Pose Estimation (I8)
|
80% |
224
0.91 IPS |
|
Object Detection (F32)
|
100% |
1576
55.3 IPS |
|
Object Detection (F16)
|
99% |
1647
57.8 IPS |
|
Object Detection (I8)
|
52% |
900
31.6 IPS |
|
Face Detection (F32)
|
100% |
4278
49.1 IPS |
|
Face Detection (F16)
|
97% |
5460
62.7 IPS |
|
Face Detection (I8)
|
75% |
895
10.3 IPS |
|
Text Classification (F32)
|
100% |
842
332.8 IPS |
|
Text Classification (F16)
|
98% |
1049
414.9 IPS |
|
Machine Translation (F32)
|
100% |
1636
252.2 IPS |
|
Machine Translation (F16)
|
100% |
1650
254.2 IPS |