Upload Date | June 13 2021 12:45 AM |
Views | 1 |
System Information | |
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Operating System | iOS 15.0 |
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% |
220
23.6 IPS |
|
Image Classification (F16)
|
100% |
217
23.3 IPS |
|
Image Classification (I8)
|
81% |
410
44.0 IPS |
|
Image Segmentation (F32)
|
100% |
399
2.47 IPS |
|
Image Segmentation (F16)
|
100% |
397
2.45 IPS |
|
Image Segmentation (I8)
|
89% |
747
4.61 IPS |
|
Pose Estimation (F32)
|
100% |
127
0.51 IPS |
|
Pose Estimation (F16)
|
100% |
127
0.51 IPS |
|
Pose Estimation (I8)
|
80% |
169
0.68 IPS |
|
Object Detection (F32)
|
100% |
379
13.3 IPS |
|
Object Detection (F16)
|
100% |
377
13.2 IPS |
|
Object Detection (I8)
|
52% |
577
20.3 IPS |
|
Face Detection (F32)
|
100% |
487
5.60 IPS |
|
Face Detection (F16)
|
100% |
488
5.60 IPS |
|
Face Detection (I8)
|
75% |
538
6.18 IPS |
|
Text Classification (F32)
|
100% |
500
197.8 IPS |
|
Text Classification (F16)
|
100% |
464
183.5 IPS |
|
Machine Translation (F32)
|
100% |
508
78.4 IPS |
|
Machine Translation (F16)
|
100% |
507
78.2 IPS |