diff --git a/examples/training/smolvla2_hirobot.slurm b/examples/training/smolvla2_hirobot.slurm index 9ea327f91..35faf8a27 100644 --- a/examples/training/smolvla2_hirobot.slurm +++ b/examples/training/smolvla2_hirobot.slurm @@ -52,7 +52,7 @@ echo " GPUs: $NUM_PROCESSES" echo " batch: $BATCH_SIZE / GPU (global=$((NUM_PROCESSES * BATCH_SIZE)))" echo " steps: $STEPS" echo " output: $OUTPUT_DIR" -echo " augmentation: image_transforms ON, prompt dropout {plan:0.15 memory:0.15 subtask:0.20}" +echo " augmentation: image_transforms ON (wide), prompt dropout {plan:0.20 memory:0.20 subtask:0.30}" accelerate launch --multi_gpu --num_processes="$NUM_PROCESSES" \ -m lerobot.scripts.lerobot_train \ @@ -62,11 +62,16 @@ accelerate launch --multi_gpu --num_processes="$NUM_PROCESSES" \ --dataset.revision=main \ --dataset.video_backend=pyav \ --dataset.image_transforms.enable=true \ - --dataset.image_transforms.max_num_transforms=3 \ + --dataset.image_transforms.max_num_transforms=4 \ --dataset.image_transforms.random_order=true \ - --policy.plan_dropout_prob=0.15 \ - --policy.memory_dropout_prob=0.15 \ - --policy.subtask_dropout_prob=0.20 \ + --dataset.image_transforms.tfs.brightness.kwargs='{"brightness": [0.5, 1.6]}' \ + --dataset.image_transforms.tfs.contrast.kwargs='{"contrast": [0.6, 1.5]}' \ + --dataset.image_transforms.tfs.saturation.kwargs='{"saturation": [0.3, 1.7]}' \ + --dataset.image_transforms.tfs.hue.kwargs='{"hue": [-0.1, 0.1]}' \ + --dataset.image_transforms.tfs.affine.kwargs='{"degrees": [-15.0, 15.0], "translate": [0.15, 0.15]}' \ + --policy.plan_dropout_prob=0.20 \ + --policy.memory_dropout_prob=0.20 \ + --policy.subtask_dropout_prob=0.30 \ --output_dir="$OUTPUT_DIR" \ --job_name="$JOB_NAME" \ --policy.repo_id="$POLICY_REPO_ID" \