Upload Date | November 12 2024 09:55 AM |
Views | 1 |
System Information | |
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Operating System | iOS 17.7.1 |
Model | iPhone 11 Pro |
Model ID | iPhone12,3 |
Motherboard | D421AP |
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 | 3.68 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1179
126.3 IPS |
|
Image Classification (F16)
|
100% |
1564
167.6 IPS |
|
Image Classification (I8)
|
81% |
448
48.0 IPS |
|
Image Segmentation (F32)
|
100% |
3521
21.7 IPS |
|
Image Segmentation (F16)
|
100% |
5509
34.0 IPS |
|
Image Segmentation (I8)
|
89% |
836
5.16 IPS |
|
Pose Estimation (F32)
|
100% |
1568
6.34 IPS |
|
Pose Estimation (F16)
|
100% |
4570
18.5 IPS |
|
Pose Estimation (I8)
|
80% |
154
0.62 IPS |
|
Object Detection (F32)
|
100% |
1567
55.0 IPS |
|
Object Detection (F16)
|
99% |
1795
63.0 IPS |
|
Object Detection (I8)
|
52% |
642
22.5 IPS |
|
Face Detection (F32)
|
100% |
3800
43.7 IPS |
|
Face Detection (F16)
|
97% |
5374
61.7 IPS |
|
Face Detection (I8)
|
75% |
634
7.29 IPS |
|
Text Classification (F32)
|
100% |
954
377.4 IPS |
|
Text Classification (F16)
|
98% |
1217
481.3 IPS |
|
Machine Translation (F32)
|
100% |
1204
185.6 IPS |
|
Machine Translation (F16)
|
100% |
1217
187.5 IPS |