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# distributed with this work for additional information
# regarding copyright ownership.  The ASF licenses this file
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License.  You may obtain a copy of the License at
#
#   http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
# KIND, either express or implied.  See the License for the
# specific language governing permissions and limitations
# under the License.

# Define the workflow
workflow:
  name: "Pytorch"

# Define the tasks within the workflow
tasks:

  # run project with existing environment
  - name: task_existing_env
    task_type: pytorch
    script: main.py
    script_params: --dry-run --no-cuda
    project_path: https://github.com/pytorch/examples#mnist
    python_command: /home/anaconda3/envs/pytorch/bin/python3


  # run project with creating conda environment
  - name: task_conda_env
    task_type: pytorch
    script: main.py
    script_params: --dry-run --no-cuda
    project_path: https://github.com/pytorch/examples#mnist
    is_create_environment: True
    python_env_tool: conda
    requirements: requirements.txt
    conda_python_version: 3.7

  # run project with creating virtualenv environment
  - name: task_virtualenv_env
    task_type: pytorch
    script: main.py
    script_params: --dry-run --no-cuda
    project_path: https://github.com/pytorch/examples#mnist
    is_create_environment: True
    python_env_tool: virtualenv
    requirements: requirements.txt