Upload Date | November 30 2023 02:23 PM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 16.5.1 |
Model | iPhone14,8 |
Model ID | iPhone14,8 |
Motherboard | D28AP |
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 | 5.54 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
778
83.4 IPS |
|
Image Classification (F16)
|
100% |
764
81.9 IPS |
|
Image Classification (I8)
|
81% |
465
49.8 IPS |
|
Image Segmentation (F32)
|
100% |
1138
7.03 IPS |
|
Image Segmentation (F16)
|
100% |
1081
6.68 IPS |
|
Image Segmentation (I8)
|
89% |
1442
8.91 IPS |
|
Pose Estimation (F32)
|
100% |
423
1.71 IPS |
|
Pose Estimation (F16)
|
100% |
414
1.68 IPS |
|
Pose Estimation (I8)
|
80% |
485
1.96 IPS |
|
Object Detection (F32)
|
100% |
1094
38.4 IPS |
|
Object Detection (F16)
|
100% |
1101
38.6 IPS |
|
Object Detection (I8)
|
52% |
771
27.1 IPS |
|
Face Detection (F32)
|
100% |
1331
15.3 IPS |
|
Face Detection (F16)
|
100% |
1327
15.2 IPS |
|
Face Detection (I8)
|
75% |
859
9.87 IPS |
|
Text Classification (F32)
|
100% |
975
385.8 IPS |
|
Text Classification (F16)
|
100% |
1059
419.0 IPS |
|
Machine Translation (F32)
|
100% |
2045
315.2 IPS |
|
Machine Translation (F16)
|
100% |
2057
317.1 IPS |