Upload Date | May 17 2022 07:19 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.4.1 |
Model | iPhone 13 Pro |
Model ID | iPhone14,2 |
Motherboard | D63AP |
CPU Information | |
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Name | Apple A15 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 3.23 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 | 5.52 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
792
84.9 IPS |
|
Image Classification (F16)
|
100% |
757
81.1 IPS |
|
Image Classification (I8)
|
81% |
459
49.2 IPS |
|
Image Segmentation (F32)
|
100% |
1136
7.02 IPS |
|
Image Segmentation (F16)
|
100% |
1079
6.67 IPS |
|
Image Segmentation (I8)
|
89% |
1456
8.99 IPS |
|
Pose Estimation (F32)
|
100% |
422
1.71 IPS |
|
Pose Estimation (F16)
|
100% |
414
1.68 IPS |
|
Pose Estimation (I8)
|
80% |
486
1.97 IPS |
|
Object Detection (F32)
|
100% |
1065
37.4 IPS |
|
Object Detection (F16)
|
100% |
1067
37.4 IPS |
|
Object Detection (I8)
|
52% |
758
26.6 IPS |
|
Face Detection (F32)
|
100% |
1325
15.2 IPS |
|
Face Detection (F16)
|
100% |
1303
15.0 IPS |
|
Face Detection (I8)
|
75% |
852
9.79 IPS |
|
Text Classification (F32)
|
100% |
1085
429.0 IPS |
|
Text Classification (F16)
|
100% |
1045
413.4 IPS |
|
Machine Translation (F32)
|
100% |
1954
301.1 IPS |
|
Machine Translation (F16)
|
100% |
1955
301.4 IPS |