Upload Date | September 29 2021 01:45 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.1 |
Model | iPhone 12 |
Model ID | iPhone13,2 |
Motherboard | D53gAP |
CPU Information | |
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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% |
1460
156.5 IPS |
|
Image Classification (F16)
|
100% |
1316
141.0 IPS |
|
Image Classification (I8)
|
81% |
646
69.2 IPS |
|
Image Segmentation (F32)
|
100% |
4206
26.0 IPS |
|
Image Segmentation (F16)
|
100% |
6014
37.1 IPS |
|
Image Segmentation (I8)
|
89% |
1146
7.08 IPS |
|
Pose Estimation (F32)
|
100% |
1483
6.00 IPS |
|
Pose Estimation (F16)
|
100% |
4908
19.9 IPS |
|
Pose Estimation (I8)
|
80% |
217
0.88 IPS |
|
Object Detection (F32)
|
100% |
1613
56.6 IPS |
|
Object Detection (F16)
|
99% |
1677
58.8 IPS |
|
Object Detection (I8)
|
52% |
889
31.2 IPS |
|
Face Detection (F32)
|
100% |
4217
48.4 IPS |
|
Face Detection (F16)
|
97% |
5438
62.5 IPS |
|
Face Detection (I8)
|
75% |
871
10.0 IPS |
|
Text Classification (F32)
|
100% |
818
323.7 IPS |
|
Text Classification (F16)
|
98% |
1037
410.2 IPS |
|
Machine Translation (F32)
|
100% |
1683
259.4 IPS |
|
Machine Translation (F16)
|
100% |
1676
258.2 IPS |