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

#SBATCH --nodes=1
#SBATCH --ntasks-per-node=8
#SBATCH --time=12:00:00
#SBATCH --cpus-per-task=1
#SBATCH --gres=gpu:8
#SBATCH --mem=100GB

source .venv/bin/activate

data_dir="$PWD/data_arrayrecord/dummy"
ckpt_dir="$PWD/checkpoints/tokenizer_openai_grain_checkpointing"

mkdir -p $ckpt_dir

export XLA_FLAGS=--xla_gpu_autotune_level=0
export PYTHONUNBUFFERED=1
srun python train_tokenizer.py \
    --batch_size 12 \
    --save_ckpt \
    --log_checkpoint_interval 5 \
    --ckpt_dir $ckpt_dir \
    --num_steps 300000 \
    --warmup_steps 10000 \
    --seed 0 \
    --init_lr=0.0000866 \
    --max_lr=0.0000866 \
    --data_dir $data_dir
[tab] experiments/lam_grain_checkpointing.sh (shellscript)
#!/usr/bin/env bash
source .venv/bin/activate

data_dir="$PWD/data_arrayrecord/dummy"
ckpt_dir="$PWD/checkpoints/lam_openai_grain_checkpointing"

mkdir -p $ckpt_dir

export XLA_FLAGS=--xla_gpu_autotune_level=0
PYTHONUNBUFFERED=1 python train_lam.py \
    --batch_size 12 \
    --save_ckpt \
    --log_checkpoint_interval 5 \
    --ckpt_dir $ckpt_dir \
    --num_steps 300000 \
    --warmup_steps 10000 \
    --seed 0 \
    --init_lr=0.0000866 \
    --max_lr=0.0000866 \
    --data_dir $data_dir
[tab] experiments/dynamics_grain_tok_restore.sh (shellscript)
#!/usr/bin/env bash

#SBATCH --nodes=2
#SBATCH --ntasks-per-node=8
#SBATCH --time=12:00:00
#SBATCH --cpus-per-task=1
#SBATCH --gres=gpu:8
#SBATCH --mem=100GB

source .venv/bin/activate

data_dir="$PWD/data_arrayrecord/dummy"
ckpt_dir="$PWD/checkpoints/maskgit_dynamics_openai_grain_tok_lam_restore"
tokenizer_ckpt_dir="$PWD/checkpoints/tokenizer_openai_grain_checkpointing"

export XLA_FLAGS=--xla_gpu_autotune_level=0
export PYTHONUNBUFFERED=1
srun python train_dynamics.py \
    --save_ckpt \
    --log_checkpoint_interval 5 \
    --batch_size 12 \
    --tokenizer_checkpoint $tokenizer_ckpt_dir \
    --ckpt_dir $ckpt_dir \
    --num_steps 300000 \
    --warmup_steps 10000 \
    --seed 0 \
    --init_lr=0.0000866 \
    --max_lr=0.0000866 \
    --data_dir $data_dir
[tab] experiments/sample.sh (shellscript)
source .venv/bin/activate

data_dir="$PWD/data_arrayrecord/dummy"
ckpt_dir="$PWD/checkpoints/maskgit_dynamics_openai_grain_tok_lam_restore"

export XLA_FLAGS=--xla_gpu_autotune_level=0
    #--dynamics_type "causal" \
srun python sample.py \
    --batch_size 1 \
    --seq_len 2 \
    --start_frame 1 \
    --checkpoint $ckpt_dir \
    --data_dir $data_dir