Upload Date | May 16 2022 11:15 PM |
Views | 1 |
System Information | |
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Operating System | iOS 15.4 |
Model | iPod (7th generation) |
Model ID | iPod9,1 |
Motherboard | N112AP |
CPU Information | |
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Name | Apple A10 Fusion |
Topology | 1 Processor, 2 Cores |
Identifier | ARM |
Base Frequency | 1.63 GHz |
L1 Instruction Cache | 64.0 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 3.00 MB x 1 |
Memory Information | |
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Size | 1.97 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
211
22.6 IPS |
|
Image Classification (F16)
|
100% |
210
22.5 IPS |
|
Image Classification (I8)
|
81% |
227
24.3 IPS |
|
Image Segmentation (F32)
|
100% |
496
3.07 IPS |
|
Image Segmentation (F16)
|
100% |
490
3.03 IPS |
|
Image Segmentation (I8)
|
89% |
416
2.57 IPS |
|
Pose Estimation (F32)
|
100% |
280
1.13 IPS |
|
Pose Estimation (F16)
|
100% |
278
1.12 IPS |
|
Pose Estimation (I8)
|
80% |
88
0.36 IPS |
|
Object Detection (F32)
|
100% |
370
13.0 IPS |
|
Object Detection (F16)
|
100% |
400
14.0 IPS |
|
Object Detection (I8)
|
52% |
325
11.4 IPS |
|
Face Detection (F32)
|
100% |
611
7.02 IPS |
|
Face Detection (F16)
|
100% |
633
7.28 IPS |
|
Face Detection (I8)
|
75% |
298
3.43 IPS |
|
Text Classification (F32)
|
98% |
142
56.2 IPS |
|
Text Classification (F16)
|
98% |
120
47.5 IPS |
|
Machine Translation (F32)
|
100% |
507
78.2 IPS |
|
Machine Translation (F16)
|
100% |
511
78.7 IPS |