Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Jump to bottom

[Examples] Add env vars to deepspeed example #3981

Merged
merged 3 commits into from
Sep 27, 2024
Merged

[Examples] Add env vars to deepspeed example #3981

Changes from all commits
Commits
Show all changes
3 commits
Select commit Hold shift + click to select a range
3498b46
Add env vars to deepspeed example
romilbhardwaj Sep 24, 2024
e34c0b9
Add env vars to deepspeed example
romilbhardwaj Sep 24, 2024
ba747f1
Add env vars to deepspeed example
romilbhardwaj Sep 24, 2024
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
11 changes: 11 additions & 0 deletions examples/deepspeed-multinode/sky.yaml
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -18,8 +18,15 @@ resources:
# accelerators: A100-80GB:1 # Azure, GCP, SCP
# accelerators: A10G:1 # AWS. Will OOM for (1) single_node/run_1.3b_lora.sh (2) multi_node/run_66b.sh.
# accelerators: T4:1 # AWS, Azure, GCP. Will OOM for (1) single_node/run_1.3b_lora.sh (2) multi_node/run_66b.sh.

num_nodes: 2

envs:
MY_VAR_1: "hello"
MY_VAR_2: "world"
# List of env vars to propagate to all nodes in deepspeed. If you add an env above, add it to this list.
DEEPSPEED_ENVS: "MY_VAR_1,MY_VAR_2,SKYPILOT_NODE_RANK"

setup: |
git clone https://github.com/microsoft/DeepSpeedExamples.git || true
cd DeepSpeedExamples
Expand Down Expand Up @@ -60,6 +67,10 @@ run: |
HOSTFILE_PATH=/tmp/hostfile.${SKYPILOT_TASK_ID}
python -c "import os;n_gpus=os.environ['SKYPILOT_NUM_GPUS_PER_NODE'];print('\n'.join([f'{ip} slots={n_gpus}' for ip in os.environ['SKYPILOT_NODE_IPS'].splitlines()]))" > ${HOSTFILE_PATH}

# Generate .deepspeed_env to propagate env vars to all workers spawned by DeepSpeed.
echo "Generating .deepspeed_env"
python3 -c 'import os; f = open(".deepspeed_env", "w"); f.write("\n".join(["{}=\"{}\"".format(var, os.getenv(var, "")) for var in os.getenv("DEEPSPEED_ENVS").split(",")])); f.write("\n"); f.close()'
romilbhardwaj marked this conversation as resolved.
Show resolved Hide resolved

echo "*******************************************"
echo "Hostfile: ${HOSTFILE_PATH}"
cat ${HOSTFILE_PATH}
Expand Down
Loading