train_demo.sh

# Copyright 2024 ByteDance and/or its affiliates.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#      http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

export LAYERNORM_TYPE=fast_layernorm
export USE_DEEPSPEED_EVO_ATTENTION=true

python3 ./runner/train.py \
--run_name protenix_train \
--seed 42 \
--base_dir ./output \
--dtype bf16 \
--project protenix \
--use_wandb false \
--diffusion_batch_size 48 \
--eval_interval 400 \
--log_interval 50 \
--checkpoint_interval 400 \
--ema_decay 0.999 \
--train_crop_size 384 \
--max_steps 100000 \
--warmup_steps 2000 \
--lr 0.001 \
--sample_diffusion.N_step 20 \
--data.train_sets weightedPDB_before2109_wopb_nometalc_0925 \
--data.test_sets recentPDB_1536_sample384_0925,posebusters_0925 \
--data.posebusters_0925.base_info.max_n_token 768