Upload Date | May 26 2021 08:15 PM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 14.7 |
Model | iPhone 11 Pro Max |
Model ID | iPhone12,5 |
Motherboard | D431AP |
CPU Information | |
---|---|
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 | 3.67 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
552
59.2 IPS |
|
Image Classification (F16)
|
100% |
544
58.2 IPS |
|
Image Classification (I8)
|
81% |
323
34.6 IPS |
|
Image Segmentation (F32)
|
100% |
873
5.39 IPS |
|
Image Segmentation (F16)
|
100% |
863
5.33 IPS |
|
Image Segmentation (I8)
|
89% |
1116
6.89 IPS |
|
Pose Estimation (F32)
|
100% |
282
1.14 IPS |
|
Pose Estimation (F16)
|
100% |
280
1.13 IPS |
|
Pose Estimation (I8)
|
80% |
338
1.37 IPS |
|
Object Detection (F32)
|
100% |
621
21.8 IPS |
|
Object Detection (F16)
|
100% |
769
27.0 IPS |
|
Object Detection (I8)
|
52% |
602
21.1 IPS |
|
Face Detection (F32)
|
100% |
747
8.59 IPS |
|
Face Detection (F16)
|
100% |
853
9.79 IPS |
|
Face Detection (I8)
|
75% |
702
8.07 IPS |
|
Text Classification (F32)
|
100% |
1949
770.9 IPS |
|
Text Classification (F16)
|
100% |
1955
773.2 IPS |
|
Machine Translation (F32)
|
100% |
1214
187.1 IPS |
|
Machine Translation (F16)
|
100% |
1207
186.0 IPS |