Upload Date | May 15 2022 12:53 PM |
Views | 1 |
System Information | |
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Operating System | iOS 14.5.1 |
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 | 3.77 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1621
173.7 IPS |
|
Image Classification (F16)
|
100% |
1563
167.5 IPS |
|
Image Classification (I8)
|
81% |
238
25.5 IPS |
|
Image Segmentation (F32)
|
100% |
3277
20.2 IPS |
|
Image Segmentation (F16)
|
100% |
5138
31.7 IPS |
|
Image Segmentation (I8)
|
89% |
458
2.83 IPS |
|
Pose Estimation (F32)
|
100% |
1418
5.74 IPS |
|
Pose Estimation (F16)
|
100% |
4221
17.1 IPS |
|
Pose Estimation (I8)
|
80% |
82
0.33 IPS |
|
Object Detection (F32)
|
100% |
1301
45.7 IPS |
|
Object Detection (F16)
|
99% |
1665
58.4 IPS |
|
Object Detection (I8)
|
52% |
481
16.9 IPS |
|
Face Detection (F32)
|
100% |
3490
40.1 IPS |
|
Face Detection (F16)
|
97% |
4989
57.3 IPS |
|
Face Detection (I8)
|
75% |
318
3.65 IPS |
|
Text Classification (F32)
|
100% |
953
377.0 IPS |
|
Text Classification (F16)
|
98% |
1165
460.7 IPS |
|
Machine Translation (F32)
|
100% |
964
148.6 IPS |
|
Machine Translation (F16)
|
100% |
795
122.6 IPS |