Upload Date | November 06 2021 04:24 AM |
Views | 1 |
System Information | |
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Operating System | iOS 15.1 |
Model | iPhone SE (2nd generation) |
Model ID | iPhone12,8 |
Motherboard | D79AP |
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 | |
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Size | 2.89 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1192
127.8 IPS |
|
Image Classification (F16)
|
100% |
1587
170.0 IPS |
|
Image Classification (I8)
|
81% |
448
48.0 IPS |
|
Image Segmentation (F32)
|
100% |
3406
21.0 IPS |
|
Image Segmentation (F16)
|
100% |
5295
32.7 IPS |
|
Image Segmentation (I8)
|
89% |
821
5.07 IPS |
|
Pose Estimation (F32)
|
100% |
1419
5.74 IPS |
|
Pose Estimation (F16)
|
100% |
4435
17.9 IPS |
|
Pose Estimation (I8)
|
80% |
152
0.62 IPS |
|
Object Detection (F32)
|
100% |
1553
54.5 IPS |
|
Object Detection (F16)
|
99% |
1864
65.4 IPS |
|
Object Detection (I8)
|
52% |
640
22.5 IPS |
|
Face Detection (F32)
|
100% |
3615
41.5 IPS |
|
Face Detection (F16)
|
97% |
5402
62.1 IPS |
|
Face Detection (I8)
|
75% |
629
7.23 IPS |
|
Text Classification (F32)
|
100% |
959
379.5 IPS |
|
Text Classification (F16)
|
98% |
1205
476.6 IPS |
|
Machine Translation (F32)
|
100% |
1203
185.4 IPS |
|
Machine Translation (F16)
|
100% |
1195
184.2 IPS |