Upload Date | March 10 2022 11:59 PM |
Views | 103 |
System Information | |
---|---|
Operating System | iOS 15.4 |
Model | iPhone14,6 |
Model ID | iPhone14,6 |
Motherboard | D49AP |
CPU Information | |
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Name | ARM |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 3.22 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 | 3.79 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
744
79.7 IPS |
|
Image Classification (F16)
|
100% |
702
75.3 IPS |
|
Image Classification (I8)
|
81% |
464
49.7 IPS |
|
Image Segmentation (F32)
|
100% |
1033
6.38 IPS |
|
Image Segmentation (F16)
|
100% |
988
6.11 IPS |
|
Image Segmentation (I8)
|
89% |
1454
8.98 IPS |
|
Pose Estimation (F32)
|
100% |
393
1.59 IPS |
|
Pose Estimation (F16)
|
100% |
382
1.55 IPS |
|
Pose Estimation (I8)
|
80% |
454
1.84 IPS |
|
Object Detection (F32)
|
100% |
994
34.9 IPS |
|
Object Detection (F16)
|
100% |
997
35.0 IPS |
|
Object Detection (I8)
|
52% |
776
27.2 IPS |
|
Face Detection (F32)
|
100% |
1206
13.9 IPS |
|
Face Detection (F16)
|
100% |
1120
12.9 IPS |
|
Face Detection (I8)
|
75% |
1100
12.6 IPS |
|
Text Classification (F32)
|
100% |
1028
406.5 IPS |
|
Text Classification (F16)
|
100% |
1026
405.7 IPS |
|
Machine Translation (F32)
|
100% |
1956
301.4 IPS |
|
Machine Translation (F16)
|
100% |
1955
301.3 IPS |