Upload Date | September 17 2021 12:46 PM |
Views | 1 |
System Information | |
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Operating System | iOS 15.0 |
Model | iPhone 11 Pro Max |
Model ID | iPhone12,5 |
Motherboard | D431AP |
CPU Information | |
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Name | Apple A13 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.66 GHz |
L1 Instruction Cache | 96.0 KB x 1 |
L1 Data Cache | 48.0 KB x 1 |
L2 Cache | 4.00 MB x 1 |
Memory Information | |
---|---|
Size | 3.66 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1238
132.7 IPS |
|
Image Classification (F16)
|
100% |
1580
169.3 IPS |
|
Image Classification (I8)
|
81% |
449
48.1 IPS |
|
Image Segmentation (F32)
|
100% |
3429
21.2 IPS |
|
Image Segmentation (F16)
|
100% |
5393
33.3 IPS |
|
Image Segmentation (I8)
|
89% |
837
5.17 IPS |
|
Pose Estimation (F32)
|
100% |
1418
5.74 IPS |
|
Pose Estimation (F16)
|
100% |
4409
17.8 IPS |
|
Pose Estimation (I8)
|
80% |
152
0.62 IPS |
|
Object Detection (F32)
|
100% |
1563
54.9 IPS |
|
Object Detection (F16)
|
99% |
1863
65.4 IPS |
|
Object Detection (I8)
|
52% |
639
22.4 IPS |
|
Face Detection (F32)
|
100% |
3621
41.6 IPS |
|
Face Detection (F16)
|
97% |
5098
58.6 IPS |
|
Face Detection (I8)
|
75% |
624
7.16 IPS |
|
Text Classification (F32)
|
100% |
961
380.0 IPS |
|
Text Classification (F16)
|
98% |
1203
475.8 IPS |
|
Machine Translation (F32)
|
100% |
1185
182.6 IPS |
|
Machine Translation (F16)
|
100% |
1209
186.4 IPS |