Upload Date | September 28 2021 08:04 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.0 |
Model | iPhone14,3 |
Model ID | iPhone14,3 |
Motherboard | D64AP |
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 | 5.53 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% |
764
81.9 IPS |
|
Image Classification (I8)
|
81% |
456
48.8 IPS |
|
Image Segmentation (F32)
|
100% |
1107
6.84 IPS |
|
Image Segmentation (F16)
|
100% |
1099
6.79 IPS |
|
Image Segmentation (I8)
|
89% |
1467
9.06 IPS |
|
Pose Estimation (F32)
|
100% |
440
1.78 IPS |
|
Pose Estimation (F16)
|
100% |
432
1.75 IPS |
|
Pose Estimation (I8)
|
80% |
505
2.04 IPS |
|
Object Detection (F32)
|
100% |
1119
39.3 IPS |
|
Object Detection (F16)
|
100% |
1122
39.4 IPS |
|
Object Detection (I8)
|
52% |
749
26.3 IPS |
|
Face Detection (F32)
|
100% |
1352
15.5 IPS |
|
Face Detection (F16)
|
100% |
1321
15.2 IPS |
|
Face Detection (I8)
|
75% |
862
9.90 IPS |
|
Text Classification (F32)
|
100% |
1132
447.6 IPS |
|
Text Classification (F16)
|
100% |
1183
468.0 IPS |
|
Machine Translation (F32)
|
100% |
1988
306.4 IPS |
|
Machine Translation (F16)
|
100% |
1986
306.1 IPS |