Upload Date | June 13 2021 07:40 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.6 |
Model | iPhone 12 |
Model ID | iPhone13,2 |
Motherboard | D53gAP |
CPU Information | |
---|---|
Name | Apple A14 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.99 GHz |
L1 Instruction Cache | 128 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 4.00 MB x 1 |
Memory Information | |
---|---|
Size | 3.62 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1661
177.9 IPS |
|
Image Classification (F16)
|
100% |
1692
181.3 IPS |
|
Image Classification (I8)
|
81% |
646
69.2 IPS |
|
Image Segmentation (F32)
|
100% |
3933
24.3 IPS |
|
Image Segmentation (F16)
|
100% |
5778
35.7 IPS |
|
Image Segmentation (I8)
|
89% |
1129
6.98 IPS |
|
Pose Estimation (F32)
|
100% |
1420
5.75 IPS |
|
Pose Estimation (F16)
|
100% |
4666
18.9 IPS |
|
Pose Estimation (I8)
|
80% |
212
0.86 IPS |
|
Object Detection (F32)
|
100% |
1729
60.7 IPS |
|
Object Detection (F16)
|
99% |
1695
59.5 IPS |
|
Object Detection (I8)
|
52% |
858
30.1 IPS |
|
Face Detection (F32)
|
100% |
3907
44.9 IPS |
|
Face Detection (F16)
|
97% |
5374
61.7 IPS |
|
Face Detection (I8)
|
75% |
847
9.73 IPS |
|
Text Classification (F32)
|
100% |
860
340.0 IPS |
|
Text Classification (F16)
|
98% |
1107
438.0 IPS |
|
Machine Translation (F32)
|
100% |
1684
259.5 IPS |
|
Machine Translation (F16)
|
100% |
1680
259.0 IPS |