Upload Date | May 16 2023 09:48 AM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 16.0.2 |
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 | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1203
128.9 IPS |
|
Image Classification (F16)
|
100% |
1568
168.0 IPS |
|
Image Classification (I8)
|
81% |
448
48.1 IPS |
|
Image Segmentation (F32)
|
100% |
3413
21.1 IPS |
|
Image Segmentation (F16)
|
100% |
5548
34.3 IPS |
|
Image Segmentation (I8)
|
89% |
837
5.17 IPS |
|
Pose Estimation (F32)
|
100% |
1423
5.76 IPS |
|
Pose Estimation (F16)
|
100% |
4418
17.9 IPS |
|
Pose Estimation (I8)
|
80% |
154
0.62 IPS |
|
Object Detection (F32)
|
100% |
1451
50.9 IPS |
|
Object Detection (F16)
|
99% |
1803
63.3 IPS |
|
Object Detection (I8)
|
52% |
631
22.2 IPS |
|
Face Detection (F32)
|
100% |
3608
41.5 IPS |
|
Face Detection (F16)
|
97% |
5353
61.5 IPS |
|
Face Detection (I8)
|
75% |
572
6.58 IPS |
|
Text Classification (F32)
|
100% |
953
376.7 IPS |
|
Text Classification (F16)
|
98% |
1215
480.6 IPS |
|
Machine Translation (F32)
|
100% |
1189
183.3 IPS |
|
Machine Translation (F16)
|
100% |
1187
183.0 IPS |