Upload Date | May 17 2022 12:51 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.4.1 |
Model | iPhone 12 Pro |
Model ID | iPhone13,3 |
Motherboard | D53pAP |
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 | 5.56 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1350
144.7 IPS |
|
Image Classification (F16)
|
100% |
1443
154.6 IPS |
|
Image Classification (I8)
|
81% |
641
68.6 IPS |
|
Image Segmentation (F32)
|
100% |
4205
26.0 IPS |
|
Image Segmentation (F16)
|
100% |
5682
35.1 IPS |
|
Image Segmentation (I8)
|
89% |
1107
6.84 IPS |
|
Pose Estimation (F32)
|
100% |
1491
6.03 IPS |
|
Pose Estimation (F16)
|
100% |
4992
20.2 IPS |
|
Pose Estimation (I8)
|
80% |
203
0.82 IPS |
|
Object Detection (F32)
|
100% |
1628
57.1 IPS |
|
Object Detection (F16)
|
99% |
1696
59.5 IPS |
|
Object Detection (I8)
|
52% |
871
30.6 IPS |
|
Face Detection (F32)
|
100% |
4293
49.3 IPS |
|
Face Detection (F16)
|
97% |
5461
62.7 IPS |
|
Face Detection (I8)
|
75% |
829
9.52 IPS |
|
Text Classification (F32)
|
100% |
854
337.6 IPS |
|
Text Classification (F16)
|
98% |
1094
432.8 IPS |
|
Machine Translation (F32)
|
100% |
1662
256.1 IPS |
|
Machine Translation (F16)
|
100% |
1671
257.5 IPS |