Upload Date | September 17 2021 12:35 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.8 |
Model | iPhone 11 Pro |
Model ID | iPhone12,3 |
Motherboard | D421AP |
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 | 3.69 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1634
175.1 IPS |
|
Image Classification (F16)
|
100% |
1681
180.1 IPS |
|
Image Classification (I8)
|
81% |
449
48.1 IPS |
|
Image Segmentation (F32)
|
100% |
3519
21.7 IPS |
|
Image Segmentation (F16)
|
100% |
5410
33.4 IPS |
|
Image Segmentation (I8)
|
89% |
834
5.15 IPS |
|
Pose Estimation (F32)
|
100% |
1421
5.75 IPS |
|
Pose Estimation (F16)
|
100% |
4406
17.8 IPS |
|
Pose Estimation (I8)
|
80% |
154
0.62 IPS |
|
Object Detection (F32)
|
100% |
1539
54.0 IPS |
|
Object Detection (F16)
|
99% |
1874
65.8 IPS |
|
Object Detection (I8)
|
52% |
640
22.4 IPS |
|
Face Detection (F32)
|
100% |
3641
41.8 IPS |
|
Face Detection (F16)
|
97% |
5447
62.6 IPS |
|
Face Detection (I8)
|
75% |
635
7.30 IPS |
|
Text Classification (F32)
|
100% |
985
389.7 IPS |
|
Text Classification (F16)
|
98% |
1236
488.7 IPS |
|
Machine Translation (F32)
|
100% |
1199
184.8 IPS |
|
Machine Translation (F16)
|
100% |
1209
186.4 IPS |