Upload Date | January 15 2022 12:57 AM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 15.2.1 |
Model | iPhone 11 |
Model ID | iPhone12,1 |
Motherboard | N104AP |
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 | 3.76 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
550
59.0 IPS |
|
Image Classification (F16)
|
100% |
537
57.6 IPS |
|
Image Classification (I8)
|
81% |
309
33.1 IPS |
|
Image Segmentation (F32)
|
100% |
873
5.39 IPS |
|
Image Segmentation (F16)
|
100% |
862
5.32 IPS |
|
Image Segmentation (I8)
|
89% |
1099
6.79 IPS |
|
Pose Estimation (F32)
|
100% |
271
1.10 IPS |
|
Pose Estimation (F16)
|
100% |
267
1.08 IPS |
|
Pose Estimation (I8)
|
80% |
334
1.35 IPS |
|
Object Detection (F32)
|
100% |
778
27.3 IPS |
|
Object Detection (F16)
|
100% |
794
27.9 IPS |
|
Object Detection (I8)
|
52% |
600
21.1 IPS |
|
Face Detection (F32)
|
100% |
985
11.3 IPS |
|
Face Detection (F16)
|
100% |
966
11.1 IPS |
|
Face Detection (I8)
|
75% |
702
8.07 IPS |
|
Text Classification (F32)
|
100% |
1999
790.7 IPS |
|
Text Classification (F16)
|
100% |
1952
772.2 IPS |
|
Machine Translation (F32)
|
100% |
1145
176.4 IPS |
|
Machine Translation (F16)
|
100% |
1147
176.8 IPS |