Upload Date | October 03 2023 06:19 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 17.1 |
Model | iPhone 12 Pro |
Model ID | iPhone13,3 |
Motherboard | D53pAP |
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 | 5.56 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1469
157.4 IPS |
|
Image Classification (F16)
|
100% |
1550
166.1 IPS |
|
Image Classification (I8)
|
81% |
642
68.7 IPS |
|
Image Segmentation (F32)
|
100% |
4207
26.0 IPS |
|
Image Segmentation (F16)
|
100% |
5962
36.8 IPS |
|
Image Segmentation (I8)
|
89% |
1149
7.10 IPS |
|
Pose Estimation (F32)
|
100% |
1673
6.77 IPS |
|
Pose Estimation (F16)
|
100% |
4895
19.8 IPS |
|
Pose Estimation (I8)
|
80% |
217
0.88 IPS |
|
Object Detection (F32)
|
100% |
1632
57.3 IPS |
|
Object Detection (F16)
|
99% |
1658
58.2 IPS |
|
Object Detection (I8)
|
52% |
907
31.8 IPS |
|
Face Detection (F32)
|
100% |
4417
50.8 IPS |
|
Face Detection (F16)
|
97% |
5414
62.2 IPS |
|
Face Detection (I8)
|
75% |
863
9.91 IPS |
|
Text Classification (F32)
|
100% |
841
332.4 IPS |
|
Text Classification (F16)
|
98% |
1064
420.7 IPS |
|
Machine Translation (F32)
|
100% |
1692
260.8 IPS |
|
Machine Translation (F16)
|
100% |
1690
260.4 IPS |