[Kubeflow Training Service] V1, merge from kubeflow branch to master … #72
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…branch (#382) * Kubeflow TrainingService support, v1 (#373) 1. Create new Training Service: kubeflow trainning service, use 'kubectl' and kubeflow tfjobs CRD to submit and manage jobs 2. Update nni python SDK to support new kubeflow platform 3. Update nni python SDK's get_sequende_id() implementation, read NNI_TRIAL_SEQ_ID env variable, instead of reading .nni/sequence_id file 4. This version only supports Tensorflow operator. Will add more operators' support in future versions
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…branch (microsoft#382)