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make it easier to pass experiment names to wandb #466

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Merged
eugenevinitsky merged 2 commits into from
May 31, 2026
Merged

make it easier to pass experiment names to wandb #466

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f9a863b
pufferl: add --run-name with {date}/{seed} template + wire into singl…
May 31, 2026
f217eca
Update launch_single_agent.sh
eugenevinitsky May 31, 2026
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7 changes: 7 additions & 0 deletions pufferlib/pufferl.py
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Original file line number Diff line number Diff line change
Expand Up @@ -1265,6 +1265,7 @@ def __init__(self, args, load_id=None, resume="allow"):

wandb.init(
id=load_id or wandb.util.generate_id(),
name=args.get("run_name") or None,
project=args["wandb_project"],
group=args["wandb_group"],
allow_val_change=True,
Expand Down Expand Up @@ -2117,6 +2118,12 @@ def load_config(env_name, config_dir=None):
parser.add_argument("--wandb", action="store_true", help="Use wandb for logging")
parser.add_argument("--wandb-project", type=str, default="pufferlib")
parser.add_argument("--wandb-group", type=str, default="debug")
parser.add_argument(
"--run-name",
type=str,
default=None,
help="Wandb run display name. Unset → wandb auto-generates one.",
)
parser.add_argument("--neptune", action="store_true", help="Use neptune for logging")
parser.add_argument("--neptune-name", type=str, default="pufferai")
parser.add_argument("--neptune-project", type=str, default="ablations")
Expand Down
23 changes: 15 additions & 8 deletions scripts/launch_single_agent.sh
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Expand Up @@ -26,13 +26,20 @@ PARTITION="${PARTITION:-h200_tandon}"
TIME="${TIME:-720}"
SEEDS="${SEEDS:-0:1:2}"
PREFIX="${PREFIX:-$(date +%Y-%m-%d)_single_agent}"
DATE_STAMP="$(date +%Y-%m-%d)"

source "/scratch/$USER/venvs/pufferdrive/bin/activate"
python scripts/submit_cluster.py \
--save_dir "/scratch/$USER/runs" \
--prefix "$PREFIX" \
--compute_config "$COMPUTE_CONFIG" \
--program_config "$PROGRAM_CONFIG" \
--container --heartbeat \
--account "$ACCOUNT" --partition "$PARTITION" --time "$TIME" \
--args "train.seed=$SEEDS"

# One submission per seed so we can pass a per-seed run_name (wandb display
# name like 2026-05-31_seed0)
IFS=':' read -ra SEED_LIST <<< "$SEEDS"
for SEED in "${SEED_LIST[@]}"; do
python scripts/submit_cluster.py \
--save_dir "/scratch/$USER/runs" \
--prefix "$PREFIX" \
--compute_config "$COMPUTE_CONFIG" \
--program_config "$PROGRAM_CONFIG" \
--container --heartbeat \
--account "$ACCOUNT" --partition "$PARTITION" --time "$TIME" \
--args "train.seed=$SEED" "run_name=${DATE_STAMP}_seed${SEED}"
done
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