Upload Date | May 26 2021 09:08 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.6 |
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 | 3.77 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1572
168.5 IPS |
|
Image Classification (F16)
|
100% |
1674
179.3 IPS |
|
Image Classification (I8)
|
81% |
449
48.1 IPS |
|
Image Segmentation (F32)
|
100% |
3486
21.5 IPS |
|
Image Segmentation (F16)
|
100% |
5406
33.4 IPS |
|
Image Segmentation (I8)
|
89% |
823
5.08 IPS |
|
Pose Estimation (F32)
|
100% |
1421
5.75 IPS |
|
Pose Estimation (F16)
|
100% |
4432
17.9 IPS |
|
Pose Estimation (I8)
|
80% |
150
0.61 IPS |
|
Object Detection (F32)
|
100% |
1528
53.6 IPS |
|
Object Detection (F16)
|
99% |
1868
65.6 IPS |
|
Object Detection (I8)
|
52% |
638
22.4 IPS |
|
Face Detection (F32)
|
100% |
3642
41.8 IPS |
|
Face Detection (F16)
|
97% |
5094
58.5 IPS |
|
Face Detection (I8)
|
75% |
624
7.17 IPS |
|
Text Classification (F32)
|
100% |
1008
398.5 IPS |
|
Text Classification (F16)
|
98% |
1255
496.4 IPS |
|
Machine Translation (F32)
|
100% |
1179
181.7 IPS |
|
Machine Translation (F16)
|
100% |
1174
180.9 IPS |