Upload Date | September 28 2021 08:54 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% |
549
58.8 IPS |
|
Image Classification (F16)
|
100% |
539
57.7 IPS |
|
Image Classification (I8)
|
81% |
320
34.3 IPS |
|
Image Segmentation (F32)
|
100% |
868
5.36 IPS |
|
Image Segmentation (F16)
|
100% |
850
5.25 IPS |
|
Image Segmentation (I8)
|
89% |
1094
6.76 IPS |
|
Pose Estimation (F32)
|
100% |
276
1.12 IPS |
|
Pose Estimation (F16)
|
100% |
273
1.10 IPS |
|
Pose Estimation (I8)
|
80% |
178
0.72 IPS |
|
Object Detection (F32)
|
100% |
778
27.3 IPS |
|
Object Detection (F16)
|
100% |
780
27.4 IPS |
|
Object Detection (I8)
|
52% |
603
21.2 IPS |
|
Face Detection (F32)
|
100% |
871
10.0 IPS |
|
Face Detection (F16)
|
100% |
919
10.6 IPS |
|
Face Detection (I8)
|
75% |
707
8.12 IPS |
|
Text Classification (F32)
|
100% |
1991
787.6 IPS |
|
Text Classification (F16)
|
100% |
1987
785.8 IPS |
|
Machine Translation (F32)
|
100% |
1194
184.1 IPS |
|
Machine Translation (F16)
|
100% |
1193
183.8 IPS |