On Windows I still suggest to use WSL2 when It will be ready (hopefully quite soon):

  

      github.com/RadeonOpenCompute/ROCm
  

  
    
  
	  
  

  
    
      WSL 2 Clarification 2
    

    
      
        opened 
        
          
        
        May 14, 2019
      
      


      
        
          
          iamkucuk
        
      
    

    
    
  


  
    As you may know, Microsoft is about to publish a new WSL version. My question is…: How can we benefit from WSL 2.0 which will provide a full linux kernel?
  

  

  
    
    
  

  


On native Windows with Directml when the RFC is finalized and we will have TF2.x support.
Today I don’t suggest to start a new project with  TF 1.x