p-doom/crowd-code-dataset-0.2 huggingface dataset:
[tab] scripts_horeka/overfit_sample_tiny/sample.sh (shellscript)
#!/usr/bin/env bash

# Unload modules that may interfere
module unload mpi/openmpi/5.0
module unload devel/cuda/12.4

# Activate virtual environment
source .venv/bin/activate

# Set workspace and checkpoint directory (update slurm_job_id as needed)
ws_dir='/hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared'
# Replace the following with the actual job id/checkpoint you want to sample from
slurm_job_id=3301029

# job_name=train_dynamics_minecraft_overfit_sample_tiny
CHECKPOINT_DIR=$ws_dir/checkpoints/${slurm_job_id}

# Example: If you want to use a specific checkpoint, set it here
# CHECKPOINT_PATH=$ws_dir/checkpoints/3299272/dynamics-tiny-overfit-big-lr-3299272_50000/
# Or use the latest in the directory
# CHECKPOINT_PATH=$(ls -d $CHECKPOINT_DIR/*/ | sort | tail -n 1)
CHECKPOINT_PATH=$CHECKPOINT_DIR/genie_1751067601_200000/
# CHECKPOINT_PATH=/hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/0000/genie_1751301068_2000/
# CHECKPOINT_PATH=/hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/data/../checkpoints/3307618/genie_1751322003_15500/
# CHECKPOINT_PATH=/hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/3307619/genie_1751322003_200000/
CHECKPOINT_PATH=/hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/checkpoints/0000/genie_1751381954_17000


echo "Sampling from checkpoint: $CHECKPOINT_PATH"

python sample.py \
    --checkpoint "$CHECKPOINT_PATH" \
    --tokenizer_dim=384 \
    --latent_patch_dim=32 \
    --num_patch_latents=1024 \
    --patch_size=4 \
    --tokenizer_num_blocks=8 \
    --tokenizer_num_heads=8 \
    --lam_dim=384 \
    --latent_action_dim=32 \
    --lam_patch_size=16 \
    --lam_num_blocks=8 \
    --lam_num_heads=8 \
    --dyna_dim=128 \
    --dyna_num_blocks=2 \
    --dyna_num_heads=4 \
    --maskgit_steps=1000 \
    --num_latent_actions=6 \
    --seq_len=16 \
    --start_frame=0

# python sample.py \
    # --checkpoint "$CHECKPOINT_PATH" \
    # --data_dir=/hkfs/work/workspace/scratch/tum_ind3695-jafa_ws_shared/data/coinrun_episodes