Upload Date | October 06 2022 06:26 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.6.1 |
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 | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1275
136.6 IPS |
|
Image Classification (F16)
|
100% |
1582
169.5 IPS |
|
Image Classification (I8)
|
81% |
449
48.1 IPS |
|
Image Segmentation (F32)
|
100% |
3511
21.7 IPS |
|
Image Segmentation (F16)
|
100% |
5171
31.9 IPS |
|
Image Segmentation (I8)
|
89% |
814
5.03 IPS |
|
Pose Estimation (F32)
|
100% |
1412
5.71 IPS |
|
Pose Estimation (F16)
|
100% |
4393
17.8 IPS |
|
Pose Estimation (I8)
|
80% |
149
0.60 IPS |
|
Object Detection (F32)
|
100% |
1581
55.5 IPS |
|
Object Detection (F16)
|
99% |
1860
65.3 IPS |
|
Object Detection (I8)
|
52% |
631
22.1 IPS |
|
Face Detection (F32)
|
100% |
3572
41.0 IPS |
|
Face Detection (F16)
|
97% |
5284
60.7 IPS |
|
Face Detection (I8)
|
75% |
613
7.05 IPS |
|
Text Classification (F32)
|
100% |
962
380.5 IPS |
|
Text Classification (F16)
|
98% |
1207
477.3 IPS |
|
Machine Translation (F32)
|
100% |
1166
179.7 IPS |
|
Machine Translation (F16)
|
100% |
1196
184.3 IPS |