# 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 | |
# wget -P /af3-dev/release_model/ https://af3-dev.tos-cn-beijing.volces.com/release_model/protenix_base_default_v0.5.0.pt | |
checkpoint_path="/af3-dev/release_model/protenix_base_default_v0.5.0.pt" | |
python3 ./runner/train.py \ | |
--model_name "protenix_base_constraint_v0.5.0" \ | |
--run_name protenix_finetune \ | |
--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 \ | |
--load_checkpoint_path ${checkpoint_path} \ | |
--load_ema_checkpoint_path ${checkpoint_path} \ | |
--data.train_sets weightedPDB_before2109_wopb_nometalc_0925 \ | |
--data.weightedPDB_before2109_wopb_nometalc_0925.base_info.pdb_list examples/finetune_subset.txt \ | |
--data.test_sets recentPDB_1536_sample384_0925,posebusters_0925 |