Upload Date | September 28 2021 08:19 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.0 |
Model | iPhone 11 |
Model ID | iPhone12,1 |
Motherboard | N104AP |
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 | 3.76 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
464
49.7 IPS |
|
Image Classification (F16)
|
100% |
478
51.3 IPS |
|
Image Classification (I8)
|
81% |
316
33.8 IPS |
|
Image Segmentation (F32)
|
100% |
856
5.29 IPS |
|
Image Segmentation (F16)
|
100% |
860
5.31 IPS |
|
Image Segmentation (I8)
|
89% |
1110
6.85 IPS |
|
Pose Estimation (F32)
|
100% |
258
1.04 IPS |
|
Pose Estimation (F16)
|
100% |
261
1.05 IPS |
|
Pose Estimation (I8)
|
80% |
338
1.37 IPS |
|
Object Detection (F32)
|
100% |
796
27.9 IPS |
|
Object Detection (F16)
|
100% |
793
27.8 IPS |
|
Object Detection (I8)
|
52% |
606
21.3 IPS |
|
Face Detection (F32)
|
100% |
990
11.4 IPS |
|
Face Detection (F16)
|
100% |
981
11.3 IPS |
|
Face Detection (I8)
|
75% |
712
8.17 IPS |
|
Text Classification (F32)
|
100% |
1998
790.2 IPS |
|
Text Classification (F16)
|
100% |
1951
771.5 IPS |
|
Machine Translation (F32)
|
100% |
1203
185.5 IPS |
|
Machine Translation (F16)
|
100% |
1196
184.3 IPS |