User | Puffin |
Upload Date | August 09 2021 12:06 AM |
Views | 11 |
System Information | |
---|---|
Operating System | iOS 14.7.1 |
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 | |
---|---|
Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
191
20.5 IPS |
|
Image Classification (F16)
|
100% |
208
22.3 IPS |
|
Image Classification (I8)
|
81% |
223
23.9 IPS |
|
Image Segmentation (F32)
|
100% |
465
2.87 IPS |
|
Image Segmentation (F16)
|
100% |
458
2.83 IPS |
|
Image Segmentation (I8)
|
89% |
409
2.52 IPS |
|
Pose Estimation (F32)
|
100% |
279
1.13 IPS |
|
Pose Estimation (F16)
|
100% |
283
1.14 IPS |
|
Pose Estimation (I8)
|
80% |
87
0.35 IPS |
|
Object Detection (F32)
|
100% |
346
12.1 IPS |
|
Object Detection (F16)
|
100% |
392
13.8 IPS |
|
Object Detection (I8)
|
52% |
319
11.2 IPS |
|
Face Detection (F32)
|
100% |
566
6.50 IPS |
|
Face Detection (F16)
|
100% |
701
8.06 IPS |
|
Face Detection (I8)
|
75% |
292
3.35 IPS |
|
Text Classification (F32)
|
98% |
116
45.7 IPS |
|
Text Classification (F16)
|
98% |
150
59.4 IPS |
|
Machine Translation (F32)
|
100% |
486
74.9 IPS |
|
Machine Translation (F16)
|
100% |
488
75.2 IPS |