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!wget 	http://blpd13.ssl.berkeley.edu/dl/GBT_58402_66623_NGC5238_mid.h5
!wget 	http://blpd13.ssl.berkeley.edu/dl/GBT_58402_66967_HIP66130_mid.h5
!wget 	http://blpd13.ssl.berkeley.edu/dl/GBT_58402_67632_HIP65057_mid.h5
!wget 	http://blpd13.ssl.berkeley.edu/dl/GBT_58402_67960_NGC5204_mid.h5
!wget 	http://blpd13.ssl.berkeley.edu/dl/GBT_58402_73341_LV_J1342+484_mid.h5
!wget 	http://blpd13.ssl.berkeley.edu/dl/GBT_58404_29759_UGC05288_mid.h5
!wget   http://blpd7.ssl.berkeley.edu/dl2/GBT_57635_43626_HIP14172_mid.h5
!wget 	http://blpd7.ssl.berkeley.edu/dl2/GBT_57635_38417_HIP14445_mid.h5
!wget 	http://blpd7.ssl.berkeley.edu/dl2/GBT_57635_36680_HIP15598_mid.h5
!wget   http://blpd7.ssl.berkeley.edu/dl2/GBT_57635_39116_HIP14729_mid.h5
!wget   http://blpd7.ssl.berkeley.edu/dl2/GBT_57626_79639_HIP67301_mid.h5
!wget   http://blpd7.ssl.berkeley.edu/dl2/GBT_57626_70117_HIP55241_mid.h5
!wget 	http://blpd7.ssl.berkeley.edu/dl2/GBT_57626_66564_HIP56035_mid.h5

!pip install blimpy 
!pip install setigen


    

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!git init 
!git remote add origin https://github.com/PetchMa/DeepSeti.git
!git pull origin master


    

In [0]:

    

from DeepSeti import DeepSeti

direct = ['/content/GBT_58402_66623_NGC5238_mid.h5',
          '/content/GBT_58402_66967_HIP66130_mid.h5',
          '/content/GBT_58402_67632_HIP65057_mid.h5',
          '/content/GBT_58402_67960_NGC5204_mid.h5',
          '/content/GBT_58402_73341_LV_J1342+484_mid.h5',
          '/content/GBT_58404_29759_UGC05288_mid.h5',
          '/content/GBT_57635_43626_HIP14172_mid.h5',
          '/content/GBT_57635_39116_HIP14729_mid.h5',
          ]

DeepSeti = DeepSeti()
DeepSeti.unsupervised_data(direct)
DeepSeti.supervised_data(direct)
DeepSeti.encoder_injection_model_defualt_create(CuDNNLSTM=False)
DeepSeti.train_custom_data(epoch=150, batch=20000)


    

    




single Data load Execution: 7.63322639465332 Sec
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