forked from mindspore-Ecosystem/mindspore
!3292 Move googlenet into ModelZoo official directory
Merge pull request !3292 from liyanliu96/liyan
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@ -36,14 +36,8 @@ GoogleNet, a 22 layers deep network, was proposed in 2014 and won the first plac
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# [Model Architecture](#contents)
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# [Model Architecture](#contents)
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The overall network architecture of GoogleNet is shown below:
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![](https://miro.medium.com/max/3780/1*ZFPOSAted10TPd3hBQU8iQ.png)
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Specifically, the GoogleNet contains numerous inception modules, which are connected together to go deeper. In general, an inception module with dimensionality reduction consists of **1×1 conv**, **3×3 conv**, **5×5 conv**, and **3×3 max pooling**, which are done altogether for the previous input, and stack together again at output.
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Specifically, the GoogleNet contains numerous inception modules, which are connected together to go deeper. In general, an inception module with dimensionality reduction consists of **1×1 conv**, **3×3 conv**, **5×5 conv**, and **3×3 max pooling**, which are done altogether for the previous input, and stack together again at output.
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![](https://miro.medium.com/max/1108/1*sezFsYW1MyM9YOMa1q909A.png)
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# [Dataset](#contents)
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# [Dataset](#contents)
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@ -230,10 +224,10 @@ accuracy: {'acc': 0.9217}
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| Loss | 0.0016 |
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| Loss | 0.0016 |
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| Speed | 1pc: 79 ms/step; 8pcs: 82 ms/step |
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| Speed | 1pc: 79 ms/step; 8pcs: 82 ms/step |
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| Total time | 1pc: 63.85 mins; 8pcs: 11.28 mins |
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| Total time | 1pc: 63.85 mins; 8pcs: 11.28 mins |
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| Parameters (M) | 6.8 |
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| Parameters (M) | 13.0 |
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| Checkpoint for Fine tuning | 43.07M (.ckpt file) |
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| Checkpoint for Fine tuning | 43.07M (.ckpt file) |
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| Model for inference | 21.50M (.onnx file), 21.60M(.geir file) |
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| Model for inference | 21.50M (.onnx file), 21.60M(.geir file) |
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| Scripts | https://gitee.com/mindspore/mindspore/tree/master/model_zoo/googlenet |
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| Scripts | https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/googlenet |
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### Inference Performance
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### Inference Performance
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@ -243,7 +237,7 @@ accuracy: {'acc': 0.9217}
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| Model Version | Inception V1 |
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| Model Version | Inception V1 |
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| Resource | Ascend 910 |
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| Resource | Ascend 910 |
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| Uploaded Date | 06/09/2020 (month/day/year) |
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| Uploaded Date | 06/09/2020 (month/day/year) |
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| MindSpore Version | 0.3.0-alpha |
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| MindSpore Version | 0.2.0-alpha |
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| Dataset | CIFAR-10, 10,000 images |
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| Dataset | CIFAR-10, 10,000 images |
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| batch_size | 128 |
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| batch_size | 128 |
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| outputs | probability |
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| outputs | probability |
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