User | Puffin |
Upload Date | August 09 2021 12:15 AM |
Views | 8 |
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 | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
204
21.8 IPS |
|
Image Classification (F16)
|
100% |
206
22.1 IPS |
|
Image Classification (I8)
|
81% |
375
40.2 IPS |
|
Image Segmentation (F32)
|
100% |
387
2.39 IPS |
|
Image Segmentation (F16)
|
100% |
387
2.39 IPS |
|
Image Segmentation (I8)
|
89% |
683
4.22 IPS |
|
Pose Estimation (F32)
|
100% |
121
0.49 IPS |
|
Pose Estimation (F16)
|
100% |
122
0.49 IPS |
|
Pose Estimation (I8)
|
80% |
155
0.63 IPS |
|
Object Detection (F32)
|
100% |
361
12.7 IPS |
|
Object Detection (F16)
|
100% |
362
12.7 IPS |
|
Object Detection (I8)
|
52% |
539
18.9 IPS |
|
Face Detection (F32)
|
100% |
462
5.31 IPS |
|
Face Detection (F16)
|
100% |
458
5.26 IPS |
|
Face Detection (I8)
|
75% |
496
5.69 IPS |
|
Text Classification (F32)
|
100% |
452
178.8 IPS |
|
Text Classification (F16)
|
100% |
450
178.1 IPS |
|
Machine Translation (F32)
|
100% |
484
74.6 IPS |
|
Machine Translation (F16)
|
100% |
466
71.8 IPS |