Upload Date | October 23 2021 06:51 AM |
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 | 3.22 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 | 5.56 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
784
84.0 IPS |
|
Image Classification (F16)
|
100% |
761
81.6 IPS |
|
Image Classification (I8)
|
81% |
456
48.9 IPS |
|
Image Segmentation (F32)
|
100% |
1070
6.61 IPS |
|
Image Segmentation (F16)
|
100% |
1053
6.50 IPS |
|
Image Segmentation (I8)
|
89% |
1457
9.00 IPS |
|
Pose Estimation (F32)
|
100% |
412
1.67 IPS |
|
Pose Estimation (F16)
|
100% |
406
1.64 IPS |
|
Pose Estimation (I8)
|
80% |
484
1.96 IPS |
|
Object Detection (F32)
|
100% |
1056
37.1 IPS |
|
Object Detection (F16)
|
100% |
1051
36.9 IPS |
|
Object Detection (I8)
|
52% |
744
26.1 IPS |
|
Face Detection (F32)
|
100% |
1294
14.9 IPS |
|
Face Detection (F16)
|
100% |
1260
14.5 IPS |
|
Face Detection (I8)
|
75% |
849
9.75 IPS |
|
Text Classification (F32)
|
100% |
1132
447.6 IPS |
|
Text Classification (F16)
|
100% |
1205
476.6 IPS |
|
Machine Translation (F32)
|
100% |
1972
303.9 IPS |
|
Machine Translation (F16)
|
100% |
1969
303.5 IPS |