Upload Date | September 28 2021 08:58 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.0 |
Model | iPhone14,2 |
Model ID | iPhone14,2 |
Motherboard | D63AP |
CPU Information | |
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Name | ARM |
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 | 5.56 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
791
84.8 IPS |
|
Image Classification (F16)
|
100% |
765
81.9 IPS |
|
Image Classification (I8)
|
81% |
454
48.7 IPS |
|
Image Segmentation (F32)
|
100% |
1132
6.99 IPS |
|
Image Segmentation (F16)
|
100% |
1091
6.74 IPS |
|
Image Segmentation (I8)
|
89% |
1475
9.11 IPS |
|
Pose Estimation (F32)
|
100% |
434
1.76 IPS |
|
Pose Estimation (F16)
|
100% |
426
1.73 IPS |
|
Pose Estimation (I8)
|
80% |
498
2.01 IPS |
|
Object Detection (F32)
|
100% |
1103
38.7 IPS |
|
Object Detection (F16)
|
100% |
1114
39.1 IPS |
|
Object Detection (I8)
|
52% |
768
26.9 IPS |
|
Face Detection (F32)
|
100% |
1345
15.5 IPS |
|
Face Detection (F16)
|
100% |
1332
15.3 IPS |
|
Face Detection (I8)
|
75% |
857
9.85 IPS |
|
Text Classification (F32)
|
100% |
1050
415.1 IPS |
|
Text Classification (F16)
|
100% |
1186
468.9 IPS |
|
Machine Translation (F32)
|
100% |
1969
303.4 IPS |
|
Machine Translation (F16)
|
100% |
1966
302.9 IPS |