AMD PyTorch Job #28

	name: AMD PyTorch Job

	on:
	workflow_dispatch:
	inputs:
	script_content:
	description: 'Content of Python script'
	required: true
	type: string
	filename:
	description: 'Name of Python script'
	required: true
	type: string

	jobs:
	train:
	runs-on: [amdgpu-mi250-x86-64]
	timeout-minutes: 10
	env:
	VENV_DIR: /groups/aig_sharks/pytorch_venv
	steps:
	- name: Setup Python
	uses: actions/setup-python@v5
	with:
	python-version: '3.10'

	- name: Create script
	shell: python
	run: \|
	with open('${{ github.event.inputs.filename }}', 'w') as f:
	f.write('''${{ github.event.inputs.script_content }}''')

	- name: Setup Virtual Environment and Install Dependencies
	run: \|
	python -m venv ${VENV_DIR}
	source ${VENV_DIR}/bin/activate
	pip install --upgrade pip
	pip install --pre pytorch-triton-rocm==3.1.0+cf34004b8a torch==2.6.0.dev20241023+rocm6.2 --index-url https://download.pytorch.org/whl/nightly/rocm6.2

	- name: Run script
	run: \|
	python "${{ github.event.inputs.filename }}" > training.log 2>&1

	- name: Upload training artifacts
	uses: actions/upload-artifact@v4
	if: always()
	with:
	name: training-artifacts
	path: \|
	training.log
	${{ github.event.inputs.filename }}

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