diff --git a/examples/training/smolvla2_hirobot.slurm b/examples/training/smolvla2_hirobot.slurm index ee5060005..c1f950e8b 100644 --- a/examples/training/smolvla2_hirobot.slurm +++ b/examples/training/smolvla2_hirobot.slurm @@ -39,7 +39,7 @@ POLICY_REPO_ID="${POLICY_REPO_ID:-pepijn223/smolvla2_hirobot_super_poulain_tool6 JOB_NAME="${JOB_NAME:-smolvla2-hirobot-super-poulain-tool6}" NUM_PROCESSES="${NUM_PROCESSES:-8}" BATCH_SIZE="${BATCH_SIZE:-32}" -STEPS="${STEPS:-2000}" +STEPS="${STEPS:-15000}" RUN_ID="${SLURM_JOB_ID:-$(date +%Y%m%d_%H%M%S)}" OUTPUT_DIR="${OUTPUT_DIR:-/fsx/pepijn/outputs/train/smolvla2_hirobot_super_poulain_tool3_${STEPS}_${RUN_ID}}" @@ -48,7 +48,7 @@ echo " GPUs: $NUM_PROCESSES" echo " batch: $BATCH_SIZE / GPU (global=$((NUM_PROCESSES * BATCH_SIZE)))" echo " steps: $STEPS" echo " output: $OUTPUT_DIR" -echo " augmentation: image_transforms ON, prompt dropout {plan:0.50 memory:0.50 subtask:0.20}" +echo " augmentation: image_transforms ON, prompt dropout {plan:0.30 memory:0.30 subtask:0.20}" accelerate launch --multi_gpu --num_processes="$NUM_PROCESSES" \ -m lerobot.scripts.lerobot_train \ @@ -75,6 +75,6 @@ accelerate launch --multi_gpu --num_processes="$NUM_PROCESSES" \ --dataset.image_transforms.enable=true \ --dataset.image_transforms.max_num_transforms=3 \ --dataset.image_transforms.random_order=true \ - --policy.plan_dropout_prob=0.50 \ - --policy.memory_dropout_prob=0.50 \ + --policy.plan_dropout_prob=0.30 \ + --policy.memory_dropout_prob=0.30 \ --policy.subtask_dropout_prob=0.20