Upload Date | October 22 2021 09:14 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.0.2 |
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% |
779
83.5 IPS |
|
Image Classification (F16)
|
100% |
760
81.5 IPS |
|
Image Classification (I8)
|
81% |
459
49.2 IPS |
|
Image Segmentation (F32)
|
100% |
1107
6.84 IPS |
|
Image Segmentation (F16)
|
100% |
1096
6.77 IPS |
|
Image Segmentation (I8)
|
89% |
1477
9.12 IPS |
|
Pose Estimation (F32)
|
100% |
431
1.75 IPS |
|
Pose Estimation (F16)
|
100% |
425
1.72 IPS |
|
Pose Estimation (I8)
|
80% |
492
1.99 IPS |
|
Object Detection (F32)
|
100% |
1118
39.3 IPS |
|
Object Detection (F16)
|
100% |
1107
38.9 IPS |
|
Object Detection (I8)
|
52% |
764
26.8 IPS |
|
Face Detection (F32)
|
100% |
1345
15.4 IPS |
|
Face Detection (F16)
|
100% |
1306
15.0 IPS |
|
Face Detection (I8)
|
75% |
855
9.82 IPS |
|
Text Classification (F32)
|
100% |
1133
448.1 IPS |
|
Text Classification (F16)
|
100% |
1203
475.9 IPS |
|
Machine Translation (F32)
|
100% |
1969
303.5 IPS |
|
Machine Translation (F16)
|
100% |
1970
303.6 IPS |