Upload Date | May 11 2021 12:20 PM |
Views | 3 |
System Information | |
---|---|
Operating System | iOS 14.6 |
Model | iPhone 12 Pro |
Model ID | iPhone13,3 |
Motherboard | D53pAP |
CPU Information | |
---|---|
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 | 5.60 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
484
51.9 IPS |
|
Image Classification (F16)
|
100% |
376
40.3 IPS |
|
Image Classification (I8)
|
81% |
552
59.1 IPS |
|
Image Segmentation (F32)
|
100% |
612
3.78 IPS |
|
Image Segmentation (F16)
|
100% |
634
3.92 IPS |
|
Image Segmentation (I8)
|
89% |
1252
7.73 IPS |
|
Pose Estimation (F32)
|
100% |
263
1.07 IPS |
|
Pose Estimation (F16)
|
100% |
227
0.92 IPS |
|
Pose Estimation (I8)
|
80% |
342
1.38 IPS |
|
Object Detection (F32)
|
100% |
511
17.9 IPS |
|
Object Detection (F16)
|
100% |
547
19.2 IPS |
|
Object Detection (I8)
|
52% |
543
19.1 IPS |
|
Face Detection (F32)
|
100% |
719
8.26 IPS |
|
Face Detection (F16)
|
100% |
678
7.79 IPS |
|
Face Detection (I8)
|
75% |
909
10.4 IPS |
|
Text Classification (F32)
|
100% |
1892
748.4 IPS |
|
Text Classification (F16)
|
100% |
2233
883.1 IPS |
|
Machine Translation (F32)
|
100% |
1686
259.9 IPS |
|
Machine Translation (F16)
|
100% |
1700
262.1 IPS |