From 87a05d236ba236e3ad348187e2f882913ac918b1 Mon Sep 17 00:00:00 2001 From: Ziyao Li <36321246+ZiyaoLi@users.noreply.github.com> Date: Mon, 1 Aug 2022 14:35:22 +0800 Subject: [PATCH 01/92] Refine documentation (#1) * readme * add contributing and dco --- CONTRIBUTING.md | 11 +++++++++++ DCO.txt | 21 +++++++++++++++++++++ README.md | 30 ++++++++++++++++++++---------- 3 files changed, 52 insertions(+), 10 deletions(-) create mode 100644 CONTRIBUTING.md create mode 100644 DCO.txt diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md new file mode 100644 index 0000000..061c149 --- /dev/null +++ b/CONTRIBUTING.md @@ -0,0 +1,11 @@ +# How to Contribute + +Uni-Fold is an ongoing project. Our target is to develop better protein folding models and to apply them in real scenarios together with the entire community. We welcome all contributions to this repository, including but not limited to 1) reports and fixes of bugs, 2) new features and 3) accuracy and efficiency improvements. + +## Developer Certificate of Origin + +Contributions to this project must be accompanied by a [Developer Certificate of Origin](DCO.txt). You (or your employer) retain the copyright to your contribution. The certificate only restrict you to use the same license in your contribution. + +## Code review + +All submissions, including submissions by project members, require review. We use GitHub pull requests for this purpose. Consult [GitHub Help](https://help.github.com/articles/about-pull-requests/) for more information on using pull requests. diff --git a/DCO.txt b/DCO.txt new file mode 100644 index 0000000..a791ac5 --- /dev/null +++ b/DCO.txt @@ -0,0 +1,21 @@ + Developer Certificate of Origin + +By making a contribution to this project, the contributor(“I”) certify that: + + (1) The contribution was created in whole or in part by me, and I have the + right to submit it under the open source license indicated in the file; or + + (2) The contribution is based upon previous work which is covered under an + appropriate open source license and I have the right under that license to + submit that work with modifications, whether created in whole or in part by + me, which are under the same open source license (unless I am permitted to + submit under a different license); or + + (3) The contribution was provided directly to me by some other person who + certified (1), (2) or (3), and I have not modified it. + + (4) I understand and agree that this project and the contribution are + public, and that a record of the contribution (including all personal + information I submit with it, including my sign-off) is maintained + indefinitely and may be redistributed consistent with this project or the + open source license(s) involved. \ No newline at end of file diff --git a/README.md b/README.md index 553884d..8b04381 100644 --- a/README.md +++ b/README.md @@ -15,6 +15,8 @@ The name Uni-Fold is inherited from Uni-Fold-JAX. First released on Dec 8 2021, ## Installation +[Instructions on installation] + ## Preparing the datasets @@ -39,19 +41,19 @@ Parameters are coming soon :) ## Running Uni-Fold -After properly configurating the environment and databases, run the following command to predict the structure of the input fasta: +After properly configurating the environment and databases, run the following command to predict the structure of the target fasta: ```bash bash run_unifold.sh \ - path/to/the/input.fasta \ # fasta_path - path/to/the/output/directory/ \ # output_dir_base - path/to/the/databases \ # database_dir - 2020-05-01 \ # max_template_date - model_2_af2 \ # model_name - path/to/model_parameters.pt # param_path + /path/to/the/input.fasta \ # target fasta file + /path/to/the/output/directory/ \ # output directory + /path/to/database/directory/ \ # directory of databases + 2020-05-01 \ # use templates before this date + model_2_af2 \ # specify model name + /path/to/model_parameters.pt # model parameters ``` -[More descriptions for model names and ckp names] +For monomer prediction, each fasta file shall contain only one sequence; for multimer prediction, the input fasta file shall contain all sequences of the target complex, **with duplicated homologous sequences**. ## Uni-Fold outputs @@ -61,8 +63,11 @@ bash run_unifold.sh \ ### Monomer Model +[Train monomer code] + ### Multimer Model +[Train multimer code] ## Citing this work @@ -81,10 +86,15 @@ Our training framework is based on [Uni-Core](https://github.com/dptech-corp/Uni ## License and Disclaimer Copyright 2022 DP Technology. + ### Uni-Fold Code License -Follow AlphaFold, Uni-Fold is licensed under permissive Apache Licence, Version 2.0. +Uni-Fold is licensed under permissive Apache Licence, Version 2.0. ### Model Parameters License -The Uni-Fold parameters are made available under the terms of the Creative Commons Attribution 4.0 International (CC BY 4.0) license. You can find details at: https://creativecommons.org/licenses/by/4.0/legalcode \ No newline at end of file +The Uni-Fold parameters are made available under the terms of the Creative Commons Attribution 4.0 International (CC BY 4.0) license. You can find details at: https://creativecommons.org/licenses/by/4.0/legalcode + +### Contributing to Uni-Fold + +Uni-Fold is an ongoing project. Our target is to develop better protein folding models and to apply them in real scenarios together with the entire community. We welcome all contributions to this repository, including but not limited to 1) reports and fixes of bugs, 2) new features and 3) accuracy and efficiency improvements. Please refer to [CONTRIBUTING.md](CONTRIBUTING.md) for more information. From c900ca80ff1c630429a832a90e627589c055e0cc Mon Sep 17 00:00:00 2001 From: Waikit Chan <37867949+BaozCWJ@users.noreply.github.com> Date: Mon, 1 Aug 2022 16:10:58 +0800 Subject: [PATCH 02/92] add the convert script and alphafold original configs (#2) --- scripts/convert_openfold_to_unifold.py | 67 ++++++++++++++++++++++++++ unifold/config.py | 35 ++++++++++++++ unifold/data/utils.py | 2 +- unifold/dataset.py | 2 +- 4 files changed, 104 insertions(+), 2 deletions(-) create mode 100644 scripts/convert_openfold_to_unifold.py diff --git a/scripts/convert_openfold_to_unifold.py b/scripts/convert_openfold_to_unifold.py new file mode 100644 index 0000000..46f8625 --- /dev/null +++ b/scripts/convert_openfold_to_unifold.py @@ -0,0 +1,67 @@ +import torch +import sys + + + +def openfold2unifold(model_states): + new_model_states = {} + mul_projs = {} + mul_gates = {} + for key, value in model_states.items(): + new_key = key + if "msa_att_col._msa_att" in key: + new_key = new_key.replace("msa_att_col._msa_att", "msa_att_col") + if "extra_msa_stack.stack" in key: + new_key = new_key.replace("extra_msa_stack.stack", "extra_msa_stack") + if "tri_mul" in key: + if "linear_a_p" in key or "linear_b_p" in key: + new_key = key.replace("linear_a_p", "linear_ab_p").replace( + "linear_b_p", "linear_ab_p" + ) + mul_projs[new_key] = 1 + continue + if "linear_a_g" in key or "linear_b_g" in key: + new_key = key.replace("linear_a_g", "linear_ab_g").replace( + "linear_b_g", "linear_ab_g" + ) + mul_gates[new_key] = 1 + continue + if ".tm." in key: + new_key = new_key.replace(".tm.", ".pae.") + if ".core." in key: + new_key = new_key.replace("core." ,"") + new_model_states[new_key] = value + + for key in mul_projs: + new_key = key + k1 = key.replace("linear_ab_p", "linear_a_p") + k2 = key.replace("linear_ab_p", "linear_b_p") + weight = torch.cat([model_states[k1], model_states[k2]], dim=0) + if ".core." in key: + new_key = new_key.replace("core." ,"") + new_model_states[new_key] = weight + + for key in mul_gates: + new_key = key + k1 = key.replace("linear_ab_g", "linear_a_g") + k2 = key.replace("linear_ab_g", "linear_b_g") + weight = torch.cat([model_states[k1], model_states[k2]], dim=0) + if ".core." in key: + new_key = new_key.replace("core." ,"") + new_model_states[new_key] = weight + + return new_model_states + + +load_ckpt=sys.argv[1] +save_ckpt=sys.argv[2] +state_dict = torch.load(load_ckpt) +state_dict = openfold2unifold(state_dict) +save_state_dict = {} +save_state_dict["ema"] = {} +save_state_dict["extra_state"] = {} +save_state_dict["extra_state"]["train_iterator"] = {} +save_state_dict["extra_state"]["train_iterator"]["epoch"] = 1 +update_state_dict = {"model." + k:state_dict[k] for k in state_dict} +save_state_dict["ema"]["params"] = update_state_dict +torch.save(save_state_dict, save_ckpt) diff --git a/unifold/config.py b/unifold/config.py index 2edc46b..1ac2857 100644 --- a/unifold/config.py +++ b/unifold/config.py @@ -513,6 +513,15 @@ def multimer(c): if name == "model_1": pass + elif name == "model_1_af2": + recursive_set(c, "max_extra_msa", 5120) + recursive_set(c, "max_msa_clusters", 512) + c.data.train.crop_size = 384 + c.loss.violation.weight = 0.02 + c.loss.repr_norm.weight = 0 + c.model.heads.experimentally_resolved.enabled = True + c.loss.experimentally_resolved.weight = 0.01 + c.globals.alphafold_original_mode = True elif name == "model_2": pass elif name == "model_2_ft": @@ -537,6 +546,32 @@ def multimer(c): recursive_set(c, "max_msa_clusters", 512) c.data.train.crop_size = 384 c.loss.violation.weight = 0.5 + elif name == "model_3_af2" or name == "model_4_af2": + recursive_set(c, "max_extra_msa", 5120) + recursive_set(c, "max_msa_clusters", 512) + c.data.train.crop_size = 384 + c.loss.violation.weight = 0.02 + c.loss.repr_norm.weight = 0 + c.model.heads.experimentally_resolved.enabled = True + c.loss.experimentally_resolved.weight = 0.01 + c.globals.alphafold_original_mode = True + c.model.template.enabled = False + c.model.template.embed_angles = False + recursive_set(c, "use_templates", False) + recursive_set(c, "use_template_torsion_angles", False) + elif name == "model_5_af2": + recursive_set(c, "max_extra_msa", 1024) + recursive_set(c, "max_msa_clusters", 512) + c.data.train.crop_size = 384 + c.loss.violation.weight = 0.02 + c.loss.repr_norm.weight = 0 + c.model.heads.experimentally_resolved.enabled = True + c.loss.experimentally_resolved.weight = 0.01 + c.globals.alphafold_original_mode = True + c.model.template.enabled = False + c.model.template.embed_angles = False + recursive_set(c, "use_templates", False) + recursive_set(c, "use_template_torsion_angles", False) elif name == "multimer": c = multimer(c) elif name == "multimer_ft": diff --git a/unifold/data/utils.py b/unifold/data/utils.py index 1d758d2..4a07b2f 100644 --- a/unifold/data/utils.py +++ b/unifold/data/utils.py @@ -8,7 +8,7 @@ from typing import * from . import residue_constants as rc -from .ops import NumpyDict +from .data_ops import NumpyDict def lru_cache(maxsize=16, typed=False, copy=False, deepcopy=False): diff --git a/unifold/dataset.py b/unifold/dataset.py index e946e1b..7b7326a 100644 --- a/unifold/dataset.py +++ b/unifold/dataset.py @@ -6,7 +6,7 @@ import torch from typing import * from unifold.data import utils -from unifold.data.ops import NumpyDict, TorchDict +from unifold.data.data_ops import NumpyDict, TorchDict from unifold.data.process import process_features, process_labels from unifold.data.process_multimer import ( pair_and_merge, From e2d555c5ec83da8d5e5a2e7a4098355eaabdf661 Mon Sep 17 00:00:00 2001 From: Ziyao Li <36321246+ZiyaoLi@users.noreply.github.com> Date: Mon, 1 Aug 2022 17:02:44 +0800 Subject: [PATCH 03/92] change scripts, example data and introduction (#3) * rename scripts * fix bug * refine scripts * fix renaming bug * keep 10 ckps * dump outputs * readme * hierachy * title * introduction * rm converter readme * intro * log interval * README * intro --- README.md | 93 ++++++++++++++----- ...mer_multi_gpu_ft.sh => finetune_monomer.sh | 0 ...er_multi_gpu_ft.sh => finetune_multimer.sh | 0 ...omer_multi_gpu_init.sh => train_monomer.sh | 4 +- train_monomer_demo.sh | 4 +- ...mer_multi_gpu_init.sh => train_multimer.sh | 4 +- train_multimer_demo.sh | 4 +- unifold/inference.py | 9 +- 8 files changed, 84 insertions(+), 34 deletions(-) rename train_monomer_multi_gpu_ft.sh => finetune_monomer.sh (100%) rename train_multimer_multi_gpu_ft.sh => finetune_multimer.sh (100%) rename train_monomer_multi_gpu_init.sh => train_monomer.sh (93%) rename train_multimer_multi_gpu_init.sh => train_multimer.sh (93%) diff --git a/README.md b/README.md index 8b04381..38a262c 100644 --- a/README.md +++ b/README.md @@ -1,24 +1,27 @@ -# Uni-Fold: an open-source platform for developing protein folding models beyond AlphaFold. +# Uni-Fold: an open-source platform for developing protein models beyond AlphaFold. -Uni-Fold is a thoroughly open-source platform for developing protein folding models beyond [AlphaFold](https://github.com/deepmind/alphafold/), with following advantages: +We proudly present Uni-Fold as a thoroughly open-source platform for developing protein models beyond [AlphaFold](https://github.com/deepmind/alphafold/). Uni-Fold introduces the following features: -- Reimplemented AlphaFold and AlphaFold-Multimer models in PyTorch framework. The first project for AlphaFold-Multimer training. +- Reimplemented AlphaFold and AlphaFold-Multimer models in PyTorch framework. This is currently the first (if any else) open-source repository that supports training AlphaFold-Multimer -- Model correctness proved by successful from-scratch training with equivalent accuracy. +- Model correctness proved by successful from-scratch training with equivalent accuracy, both monomer and multimer included. -- Highest efficiency among existing AlphaFold implementations. +- Highest efficiency among existing AlphaFold implementations (to our knowledge). -- Rich features from [Uni-Core](https://github.com/dptech-corp/Uni-Core/), such as efficient fp16/bf16 training, per sample gradient clipping, and fused kernels. +- Easy distributed training based on [Uni-Core](https://github.com/dptech-corp/Uni-Core/), as well as other conveniences including half-precision training (`float16/bfloat16`), per-sample gradient clipping, and fused CUDA kernels. -The name Uni-Fold is inherited from Uni-Fold-JAX. First released on Dec 8 2021, [Uni-Fold-JAX](https://github.com/dptech-corp/Uni-Fold-jax) was the first open-source project (with training scripts) that successfully reproduced the from-scratch training of AlphaFold. Until now, Uni-Fold-JAX is still the only project that supports training of the original AlphaFold implementation in JAX framework. Due to efficiency and collaboration considerations, we moved from Jax to PyTorch on Jan 2022, based on which we further developed the multimer models. +- Convenient web server at [Hermite™](https://hermite.dp.tech/). +The name Uni-Fold is inherited from Uni-Fold-JAX. First released on Dec 8 2021, [Uni-Fold-JAX](https://github.com/dptech-corp/Uni-Fold-jax) was the first open-source project (with training scripts) that successfully reproduced the from-scratch training of AlphaFold. Until recently, Uni-Fold-JAX is still the only project that supports training of the original AlphaFold implementation in JAX framework. Due to efficiency and collaboration considerations, we moved from Jax to PyTorch on Jan 2022, based on which we further developed the multimer models. -## Installation -[Instructions on installation] +## Installation and Preparations + +### Installing Uni-Fold +[Instructions on installation] -## Preparing the datasets +### Preparing the datasets Training and inference with Uni-Fold require homology searches on sequence and structure databases. Use the following command to download these databases: @@ -29,15 +32,10 @@ Training and inference with Uni-Fold require homology searches on sequence and s Make sure there is at least 3TB storage space for downloading (~500GB) and uncompressing the databases. -## Downloading the pre-trained model parameters +### Downloading the pre-trained model parameters Parameters are coming soon :) - - -## Converting the AlphaFold and OpenFold parameters to Uni-Fold - -[converting scripts] ## Running Uni-Fold @@ -53,21 +51,68 @@ bash run_unifold.sh \ /path/to/model_parameters.pt # model parameters ``` -For monomer prediction, each fasta file shall contain only one sequence; for multimer prediction, the input fasta file shall contain all sequences of the target complex, **with duplicated homologous sequences**. +For monomer prediction, each fasta file shall contain only one sequence; for multimer prediction, the input fasta file shall contain all sequences of the target complex including **duplicated homologous sequences**. That is, chains with identical sequences shall be duplicated to their number in the complex. -## Uni-Fold outputs +### Prediction results -[Explanations on Uni-Fold Outputs] +The output directory of running Uni-Fold contain the predicted structures in `*.pdb` files. Besides, other outputs are dumped in `*.pkl.gz` files. We summarize the confidence metrics, namely `plddt` and `iptm+ptm` in `*.json` files. ## Training Uni-Fold -### Monomer Model +Training Uni-Fold relies on pre-calculated features of proteins. We provide a demo dataset in the [example data](example_data) folder. A larger dataset will be released soon. + +### Demo case + +To start with, we provide a demo script to train the monomer/multimer system of Uni-Fold: + +```bash +bash train_monomer_demo.sh . +``` + +and + +```bash +bash train_multimer_demo.sh . +``` + +This command starts a training process on the [demo data](example_data) included in this repository. Note that this demo script only tests the correctness of package installation and does not reflect any true performances. + + +### From-scratch Training + +Run the following command to train Uni-Fold Monomer/Multimer from-scratch: + +```bash +bash train_monomer.sh \ # train_multimer.sh for multimer + /path/to/training/data/directory/ \ # dataset directory + /path/to/output/directory/ \ # output directory where parameters are stored + model_2_af2 # model name +``` + +Notice that: + +1. The dataset directory should be configurated in a similar way as [example data](example_data). +2. The output directory should have enough space to store model parameters (~3GB per checkpoint, so empirically >100GB satisfies). +3. We provide several default model names in [config.py](unifold/config.py), namely `model_1`, `model_2`, `model_2_af2` etc. for monomer models and `multimer`, `multimer_af2` etc. for multimer models. Check `model_config()` function for the differences between model names. You may also personalize your own model by modifying the function (i.e. forking the if-elses). + + +### Finetuning + +Run the following command to finetune Uni-Fold Monomer/Multimer pretrained models: + +```bash +bash finetune_monomer.sh \ # finetune_multimer.sh for multimer + /path/to/training/data/directory/ \ # dataset directory + /path/to/output/directory/ \ # output directory where parameters are stored + /path/to/pretrained/parameters.pt \ # pretrained parameters + model_2_af2 # model name +``` -[Train monomer code] +Besides the notices in the previous section, additionaly notice that: -### Multimer Model +1. The model architecture should be correctly specified by the model name. +2. Checkpoints must be in Uni-Fold format (`*.pt`). -[Train multimer code] ## Citing this work @@ -81,7 +126,7 @@ Citation is coming soon :) ## Acknowledgements -Our training framework is based on [Uni-Core](https://github.com/dptech-corp/Uni-Core/), and fused operators are from [fused_ops](https://github.com/guolinke/fused_ops/). Some of the PyTorch implementations refer to an early version of [OpenFold](https://github.com/aqlaboratory/openfold), while mostly follow the original codes of [AlphaFold](https://github.com/deepmind/alphafold/). For the data processing part, we follow [AlphaFold](https://github.com/deepmind/alphafold/), and use [Biopython](https://biopython.org/), [HH-suite3](https://github.com/soedinglab/hh-suite/), [HMMER](http://eddylab.org/software/hmmer/), [Kalign](https://msa.sbc.su.se/cgi-bin/msa.cgi), [pandas](https://pandas.pydata.org/), [NumPy](https://numpy.org/), and [SciPy](https://scipy.org/). +Our training framework is based on [Uni-Core](https://github.com/dptech-corp/Uni-Core/). Implementation of fused operators referred to [fused_ops](https://github.com/guolinke/fused_ops/). We partly referred to an early version of [OpenFold](https://github.com/aqlaboratory/openfold) for some of the PyTorch implementation, while mostly followed the original code of [AlphaFold](https://github.com/deepmind/alphafold/). For the data processing part, we followed [AlphaFold](https://github.com/deepmind/alphafold/), and referred to utilities in [Biopython](https://biopython.org/), [HH-suite3](https://github.com/soedinglab/hh-suite/), [HMMER](http://eddylab.org/software/hmmer/), [Kalign](https://msa.sbc.su.se/cgi-bin/msa.cgi), [pandas](https://pandas.pydata.org/), [NumPy](https://numpy.org/), and [SciPy](https://scipy.org/). ## License and Disclaimer diff --git a/train_monomer_multi_gpu_ft.sh b/finetune_monomer.sh similarity index 100% rename from train_monomer_multi_gpu_ft.sh rename to finetune_monomer.sh diff --git a/train_multimer_multi_gpu_ft.sh b/finetune_multimer.sh similarity index 100% rename from train_multimer_multi_gpu_ft.sh rename to finetune_multimer.sh diff --git a/train_monomer_multi_gpu_init.sh b/train_monomer.sh similarity index 93% rename from train_monomer_multi_gpu_init.sh rename to train_monomer.sh index db41020..deec515 100755 --- a/train_monomer_multi_gpu_init.sh +++ b/train_monomer.sh @@ -46,8 +46,8 @@ python -m torch.distributed.launch --nproc_per_node=$n_gpu --master_port $MASTER --optimizer adam --adam-betas '(0.9, 0.999)' --adam-eps 1e-6 --clip-norm 0.0 --per-sample-clip-norm 0.1 --allreduce-fp32-grad \ --lr-scheduler exponential_decay --lr $lr --warmup-updates $warmup_step --decay-ratio $decay_ratio --decay-steps $decay_step --stair-decay --batch-size 1 \ --update-freq $update_freq --seed $seed --tensorboard-logdir $2/tsb/ \ - --max-update $total_step --max-epoch 1 --log-interval 1 --log-format simple \ - --save-interval-updates 250 --validate-interval-updates 250 --keep-interval-updates 1000 --no-epoch-checkpoints \ + --max-update $total_step --max-epoch 1 --log-interval 10 --log-format simple \ + --save-interval-updates 250 --validate-interval-updates 250 --keep-interval-updates 10 --no-epoch-checkpoints \ --save-dir $2 --tmp-save-dir $tmp_dir --required-batch-size-multiple 1 --bf16 --ema-decay 0.999 --data-buffer-size 32 --bf16-sr rm -rf $tmp_dir diff --git a/train_monomer_demo.sh b/train_monomer_demo.sh index 2e141ea..1d3c0ef 100755 --- a/train_monomer_demo.sh +++ b/train_monomer_demo.sh @@ -10,7 +10,7 @@ python -m torch.distributed.launch --nproc_per_node=$n_gpu --master_port $MASTER --optimizer adam --adam-betas '(0.9, 0.999)' --adam-eps 1e-6 --clip-norm 0.0 --per-sample-clip-norm 0.1 --allreduce-fp32-grad \ --lr-scheduler exponential_decay --lr 1e-3 --warmup-updates 1000 --decay-ratio 0.95 --decay-steps 50000 --batch-size 1 \ --update-freq 1 --seed 42 --tensorboard-logdir $1/tsb/ \ - --max-update 80000 --max-epoch 1 --log-interval 1 --log-format simple \ - --save-interval-updates 2500 --validate-interval-updates 500 --keep-interval-updates 1000 --no-epoch-checkpoints \ + --max-update 1000 --max-epoch 1 --log-interval 1 --log-format simple \ + --save-interval-updates 100 --validate-interval-updates 100 --keep-interval-updates 5 --no-epoch-checkpoints \ --save-dir $1 --tmp-save-dir $tmp_dir --required-batch-size-multiple 1 --ema-decay 0.999 rm -rf $tmp_dir \ No newline at end of file diff --git a/train_multimer_multi_gpu_init.sh b/train_multimer.sh similarity index 93% rename from train_multimer_multi_gpu_init.sh rename to train_multimer.sh index 723eaaa..7db8c7b 100644 --- a/train_multimer_multi_gpu_init.sh +++ b/train_multimer.sh @@ -45,8 +45,8 @@ python -m torch.distributed.launch --nproc_per_node=$n_gpu --master_port $MASTER --optimizer adam --adam-betas '(0.9, 0.999)' --adam-eps 1e-6 --clip-norm 0.0 --per-sample-clip-norm 0.1 --allreduce-fp32-grad \ --lr-scheduler exponential_decay --lr $lr --warmup-updates $warmup_step --decay-ratio $decay_ratio --decay-steps $decay_step --stair-decay --batch-size 1 \ --update-freq $update_freq --seed $seed --tensorboard-logdir $2/tsb/ \ - --max-update $total_step --max-epoch 1 --log-interval 1 --log-format simple \ - --save-interval-updates 250 --validate-interval-updates 250 --keep-interval-updates 1000 --no-epoch-checkpoints \ + --max-update $total_step --max-epoch 1 --log-interval 10 --log-format simple \ + --save-interval-updates 250 --validate-interval-updates 250 --keep-interval-updates 10 --no-epoch-checkpoints \ --save-dir $2 --tmp-save-dir $tmp_dir --required-batch-size-multiple 1 --bf16 --ema-decay 0.999 --data-buffer-size 32 --bf16-sr --model-name $model_name rm -rf $tmp_dir diff --git a/train_multimer_demo.sh b/train_multimer_demo.sh index ec58625..484fab2 100755 --- a/train_multimer_demo.sh +++ b/train_multimer_demo.sh @@ -10,7 +10,7 @@ python -m torch.distributed.launch --nproc_per_node=$n_gpu --master_port $MASTER --optimizer adam --adam-betas '(0.9, 0.999)' --adam-eps 1e-6 --clip-norm 0.0 --per-sample-clip-norm 0.1 --allreduce-fp32-grad \ --lr-scheduler exponential_decay --lr 1e-3 --warmup-updates 1000 --decay-ratio 0.95 --decay-steps 50000 --batch-size 1 \ --update-freq 1 --seed 42 --tensorboard-logdir $1/tsb/ \ - --max-update 80000 --max-epoch 1 --log-interval 1 --log-format simple \ - --save-interval-updates 2500 --validate-interval-updates 500 --keep-interval-updates 1000 --no-epoch-checkpoints \ + --max-update 1000 --max-epoch 1 --log-interval 1 --log-format simple \ + --save-interval-updates 100 --validate-interval-updates 100 --keep-interval-updates 5 --no-epoch-checkpoints \ --save-dir $1 --tmp-save-dir $tmp_dir --required-batch-size-multiple 1 --ema-decay 0.999 --model-name multimer rm -rf $tmp_dir \ No newline at end of file diff --git a/unifold/inference.py b/unifold/inference.py index d9c9e1f..061a165 100644 --- a/unifold/inference.py +++ b/unifold/inference.py @@ -1,4 +1,5 @@ import argparse +import gzip import logging import numpy as np import os @@ -6,6 +7,7 @@ import time import torch import json +import pickle from unifold.config import model_config from unifold.modules.alphafold import AlphaFold from unifold.data import residue_constants, protein @@ -143,13 +145,16 @@ def to_float(x): features=batch, result=out, b_factors=plddt_b_factors ) cur_save_name = ( - f"{args.model_name}_{cur_param_path_postfix}_{cur_seed}{name_postfix}.pdb" + f"{args.model_name}_{cur_param_path_postfix}_{cur_seed}{name_postfix}" ) plddts[cur_save_name] = str(mean_plddt) if is_multimer: ptms[cur_save_name] = str(np.mean(out["iptm+ptm"])) - with open(os.path.join(output_dir, cur_save_name), "w") as f: + with open(os.path.join(output_dir, cur_save_name + '.pdb'), "w") as f: f.write(protein.to_pdb(cur_protein)) + with gzip.open(os.path.join(output_dir, cur_save_name + '_outputs.pkl.gz'), 'wb') as f: + pickle.dump(out, f) + print("plddts", plddts) score_name = f"{args.model_name}_{cur_param_path_postfix}_{args.data_random_seed}_{args.times}{name_postfix}" plddt_fname = score_name + "_plddt.json" From aad12504bb21ff04d42a2c2393bbb285ad472cdc Mon Sep 17 00:00:00 2001 From: Ziyao Li <36321246+ZiyaoLi@users.noreply.github.com> Date: Mon, 1 Aug 2022 17:32:42 +0800 Subject: [PATCH 04/92] fix typos (#4) --- README.md | 29 +++++++++++++++++------------ 1 file changed, 17 insertions(+), 12 deletions(-) diff --git a/README.md b/README.md index 38a262c..d021c79 100644 --- a/README.md +++ b/README.md @@ -2,7 +2,7 @@ We proudly present Uni-Fold as a thoroughly open-source platform for developing protein models beyond [AlphaFold](https://github.com/deepmind/alphafold/). Uni-Fold introduces the following features: -- Reimplemented AlphaFold and AlphaFold-Multimer models in PyTorch framework. This is currently the first (if any else) open-source repository that supports training AlphaFold-Multimer +- Reimplemented AlphaFold and AlphaFold-Multimer models in PyTorch framework. This is currently the first (if any else) open-source repository that supports training AlphaFold-Multimer. - Model correctness proved by successful from-scratch training with equivalent accuracy, both monomer and multimer included. @@ -12,7 +12,7 @@ We proudly present Uni-Fold as a thoroughly open-source platform for developing - Convenient web server at [Hermite™](https://hermite.dp.tech/). -The name Uni-Fold is inherited from Uni-Fold-JAX. First released on Dec 8 2021, [Uni-Fold-JAX](https://github.com/dptech-corp/Uni-Fold-jax) was the first open-source project (with training scripts) that successfully reproduced the from-scratch training of AlphaFold. Until recently, Uni-Fold-JAX is still the only project that supports training of the original AlphaFold implementation in JAX framework. Due to efficiency and collaboration considerations, we moved from Jax to PyTorch on Jan 2022, based on which we further developed the multimer models. +The name Uni-Fold is inherited from our previous repository, [Uni-Fold-JAX](https://github.com/dptech-corp/Uni-Fold-jax). First released on Dec 8 2021, Uni-Fold-JAX was the first open-source project (with training scripts) that successfully reproduced the from-scratch training of AlphaFold. Until recently, Uni-Fold-JAX is still the only project that supports training of the original AlphaFold implementation in JAX framework. Due to efficiency and collaboration considerations, we moved from JAX to PyTorch on Jan 2022, based on which we further developed the multimer models. ## Installation and Preparations @@ -51,11 +51,11 @@ bash run_unifold.sh \ /path/to/model_parameters.pt # model parameters ``` -For monomer prediction, each fasta file shall contain only one sequence; for multimer prediction, the input fasta file shall contain all sequences of the target complex including **duplicated homologous sequences**. That is, chains with identical sequences shall be duplicated to their number in the complex. +For monomer prediction, each fasta file shall contain only one sequence; for multimer prediction, the input fasta file shall contain all sequences of the target complex including duplicated homologous sequences. That is, **chains with identical sequences shall be duplicated to their number in the complex**. ### Prediction results -The output directory of running Uni-Fold contain the predicted structures in `*.pdb` files. Besides, other outputs are dumped in `*.pkl.gz` files. We summarize the confidence metrics, namely `plddt` and `iptm+ptm` in `*.json` files. +The output directory of running Uni-Fold contain the predicted structures in `*.pdb` files, where `best.pdb` contains prediction with the highest confidence. Besides, other outputs are dumped in `*.pkl.gz` files. We summarize the confidence metrics, namely `plddt` and `iptm+ptm` in `*.json` files. ## Training Uni-Fold @@ -89,16 +89,16 @@ bash train_monomer.sh \ # train_multimer.sh for multimer model_2_af2 # model name ``` -Notice that: +Note that: -1. The dataset directory should be configurated in a similar way as [example data](example_data). -2. The output directory should have enough space to store model parameters (~3GB per checkpoint, so empirically >100GB satisfies). +1. The dataset directory should be configurated in a similar way as the [example data](example_data). +2. The output directory should have enough space to store model parameters (~3GB per checkpoint, so empirically 100GB satisfies the default configuration in the shell script). 3. We provide several default model names in [config.py](unifold/config.py), namely `model_1`, `model_2`, `model_2_af2` etc. for monomer models and `multimer`, `multimer_af2` etc. for multimer models. Check `model_config()` function for the differences between model names. You may also personalize your own model by modifying the function (i.e. forking the if-elses). ### Finetuning -Run the following command to finetune Uni-Fold Monomer/Multimer pretrained models: +Run the following command to finetune the given Uni-Fold Monomer/Multimer parameters: ```bash bash finetune_monomer.sh \ # finetune_multimer.sh for multimer @@ -108,7 +108,7 @@ bash finetune_monomer.sh \ # finetune_multimer.sh for multimer model_2_af2 # model name ``` -Besides the notices in the previous section, additionaly notice that: +Besides the notices in the previous section, additionaly note that: 1. The model architecture should be correctly specified by the model name. 2. Checkpoints must be in Uni-Fold format (`*.pt`). @@ -126,15 +126,15 @@ Citation is coming soon :) ## Acknowledgements -Our training framework is based on [Uni-Core](https://github.com/dptech-corp/Uni-Core/). Implementation of fused operators referred to [fused_ops](https://github.com/guolinke/fused_ops/). We partly referred to an early version of [OpenFold](https://github.com/aqlaboratory/openfold) for some of the PyTorch implementation, while mostly followed the original code of [AlphaFold](https://github.com/deepmind/alphafold/). For the data processing part, we followed [AlphaFold](https://github.com/deepmind/alphafold/), and referred to utilities in [Biopython](https://biopython.org/), [HH-suite3](https://github.com/soedinglab/hh-suite/), [HMMER](http://eddylab.org/software/hmmer/), [Kalign](https://msa.sbc.su.se/cgi-bin/msa.cgi), [pandas](https://pandas.pydata.org/), [NumPy](https://numpy.org/), and [SciPy](https://scipy.org/). +Our training framework is based on [Uni-Core](https://github.com/dptech-corp/Uni-Core/). Implementation of fused operators referred to [fused_ops](https://github.com/guolinke/fused_ops/). We partly referred to an early version of [OpenFold](https://github.com/aqlaboratory/openfold) for some of the PyTorch implementations, while mostly followed the original code of [AlphaFold](https://github.com/deepmind/alphafold/). For the data processing part, we followed [AlphaFold](https://github.com/deepmind/alphafold/), and referred to utilities in [Biopython](https://biopython.org/), [HH-suite3](https://github.com/soedinglab/hh-suite/), [HMMER](http://eddylab.org/software/hmmer/), [Kalign](https://msa.sbc.su.se/cgi-bin/msa.cgi), [pandas](https://pandas.pydata.org/), [NumPy](https://numpy.org/), and [SciPy](https://scipy.org/). ## License and Disclaimer Copyright 2022 DP Technology. -### Uni-Fold Code License +### Code License -Uni-Fold is licensed under permissive Apache Licence, Version 2.0. +Uni-Fold is licensed under permissive Apache Licence, Version 2.0. You may obtain a copy of the License at https://www.apache.org/licenses/LICENSE-2.0. ### Model Parameters License @@ -143,3 +143,8 @@ The Uni-Fold parameters are made available under the terms of the Creative Commo ### Contributing to Uni-Fold Uni-Fold is an ongoing project. Our target is to develop better protein folding models and to apply them in real scenarios together with the entire community. We welcome all contributions to this repository, including but not limited to 1) reports and fixes of bugs, 2) new features and 3) accuracy and efficiency improvements. Please refer to [CONTRIBUTING.md](CONTRIBUTING.md) for more information. + +### Third-party software + +Use of the third-party software, libraries or code referred to in the [Acknowledgements](README.md/#acknowledgements) section above may be governed by separate terms and conditions or license provisions. Your use of the third-party software, libraries or code is subject to any such terms and you should check that you can comply with any applicable restrictions or terms and conditions before use. + From 6d2447298d15322b04914a9529fce18460b79eb7 Mon Sep 17 00:00:00 2001 From: Guolin Ke Date: Mon, 1 Aug 2022 18:01:52 +0800 Subject: [PATCH 05/92] add docker auto-build workflow (#5) --- .github/workflows/docker.yml | 33 +++++++++++++++++++++++++++++++++ 1 file changed, 33 insertions(+) create mode 100644 .github/workflows/docker.yml diff --git a/.github/workflows/docker.yml b/.github/workflows/docker.yml new file mode 100644 index 0000000..9e3c1ca --- /dev/null +++ b/.github/workflows/docker.yml @@ -0,0 +1,33 @@ +name: Build and Publish Docker + +on: + push: + branches: + - main + +jobs: + docker: + runs-on: ubuntu-latest + steps: + - + name: Checkout + uses: actions/checkout@v3 + - + name: Set up QEMU + uses: docker/setup-qemu-action@v2 + - + name: Set up Docker Buildx + uses: docker/setup-buildx-action@v2 + - + name: Login to DockerHub + uses: docker/login-action@v2 + with: + username: ${{ secrets.DOCKERHUB_USERNAME }} + password: ${{ secrets.DOCKERHUB_TOKEN }} + - + name: Build and push + uses: docker/build-push-action@v3 + with: + context: ./docker/ + push: true + tags: dptechnology/unifold:pytorch1.11.0-cuda11.3-latest \ No newline at end of file From 087f49c0c74e2a8e203222f402a172a92332fe10 Mon Sep 17 00:00:00 2001 From: Guolin Ke Date: Mon, 1 Aug 2022 19:45:53 +0800 Subject: [PATCH 06/92] add a simple install command (#6) --- README.md | 14 +++++++++++++- 1 file changed, 13 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index d021c79..f683796 100644 --- a/README.md +++ b/README.md @@ -19,7 +19,19 @@ The name Uni-Fold is inherited from our previous repository, [Uni-Fold-JAX](http ### Installing Uni-Fold -[Instructions on installation] +As Uni-Core needs to compile CUDA kernels in installation, we also provide a docker image to save your efforts. To use the GPU within docker you need to install nvidia-docker2 first. Use the following command to pull the docker image: + +```bash +docker pull dptechnology/unifold:pytorch1.11.0-cuda11.3-latest +``` + +Then, you can create and attach into docker container, and clone & install unifold. + +```bash +git clone https://github.com/dptech-corp/Uni-Fold +cd Uni-Fold +pip install -e . +``` ### Preparing the datasets From 7553b29762222455c98fd138c7b909fb776fc1d9 Mon Sep 17 00:00:00 2001 From: Guolin Ke Date: Mon, 1 Aug 2022 19:51:14 +0800 Subject: [PATCH 07/92] code clean for imports --- scripts/get_assembly_from_mmcif.py | 1 - scripts/get_chain_mapper_from_mmcif.py | 1 - scripts/get_pdb_assembly.py | 2 -- 3 files changed, 4 deletions(-) diff --git a/scripts/get_assembly_from_mmcif.py b/scripts/get_assembly_from_mmcif.py index 2bd29ce..b4077f2 100644 --- a/scripts/get_assembly_from_mmcif.py +++ b/scripts/get_assembly_from_mmcif.py @@ -1,6 +1,5 @@ import os, sys -sys.path.append(os.path.abspath(".")) import shlex import glob import json diff --git a/scripts/get_chain_mapper_from_mmcif.py b/scripts/get_chain_mapper_from_mmcif.py index 8b431a8..8d29a8d 100644 --- a/scripts/get_chain_mapper_from_mmcif.py +++ b/scripts/get_chain_mapper_from_mmcif.py @@ -1,6 +1,5 @@ import os, sys -sys.path.append(os.path.abspath(".")) import shlex import glob import json diff --git a/scripts/get_pdb_assembly.py b/scripts/get_pdb_assembly.py index a0aa8b4..d10200f 100644 --- a/scripts/get_pdb_assembly.py +++ b/scripts/get_pdb_assembly.py @@ -1,7 +1,5 @@ import os, sys -sys.path.append(os.path.abspath(".")) -import shlex import glob import json from tqdm import tqdm From bb2d556380a58760ae493a5e64505ee1bee67d3b Mon Sep 17 00:00:00 2001 From: Guolin Ke Date: Mon, 1 Aug 2022 21:44:42 +0800 Subject: [PATCH 08/92] fix violation loss weight in monomer fine-tune --- unifold/config.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/unifold/config.py b/unifold/config.py index 1ac2857..1b62077 100644 --- a/unifold/config.py +++ b/unifold/config.py @@ -528,12 +528,12 @@ def multimer(c): recursive_set(c, "max_extra_msa", 1024) recursive_set(c, "max_msa_clusters", 512) c.data.train.crop_size = 384 - c.loss.violation.weight = 0.5 + c.loss.violation.weight = 0.02 elif name == "model_2_af2": recursive_set(c, "max_extra_msa", 1024) recursive_set(c, "max_msa_clusters", 512) c.data.train.crop_size = 384 - c.loss.violation.weight = 0.5 + c.loss.violation.weight = 0.02 c.loss.repr_norm.weight = 0 c.model.heads.experimentally_resolved.enabled = True c.loss.experimentally_resolved.weight = 0.01 @@ -545,7 +545,7 @@ def multimer(c): recursive_set(c, "max_extra_msa", 1024) recursive_set(c, "max_msa_clusters", 512) c.data.train.crop_size = 384 - c.loss.violation.weight = 0.5 + c.loss.violation.weight = 0.02 elif name == "model_3_af2" or name == "model_4_af2": recursive_set(c, "max_extra_msa", 5120) recursive_set(c, "max_msa_clusters", 512) From 2e30eb9f70ee7ca1eca2f1fc9125b620d0531345 Mon Sep 17 00:00:00 2001 From: Waikit Chan <37867949+BaozCWJ@users.noreply.github.com> Date: Tue, 2 Aug 2022 15:40:25 +0800 Subject: [PATCH 09/92] add the convert script for AlphaFold and modify the README (#7) * add the convert script and alphafold original configs * add the convert script for alphafold and modify the README * add the convert script for alphafold * merge from main --- README.md | 26 +- scripts/convert_alphafold_to_unifold.py | 26 + scripts/convert_openfold_to_unifold.py | 2 - scripts/download/download_alphafold_params.sh | 2 +- scripts/translate_jax_params.py | 532 ++++++++++++++++++ 5 files changed, 579 insertions(+), 9 deletions(-) create mode 100644 scripts/convert_alphafold_to_unifold.py create mode 100644 scripts/translate_jax_params.py diff --git a/README.md b/README.md index f683796..7cdce37 100644 --- a/README.md +++ b/README.md @@ -48,7 +48,22 @@ Make sure there is at least 3TB storage space for downloading (~500GB) and uncom Parameters are coming soon :) + +## Converting the AlphaFold and OpenFold parameters to Uni-Fold +One can convert the pretrained AlphaFold and OpenFold parameters to Uni-Fold format via the following commands. +```bash +python scripts/convert_alphafold_to_unifold.py \ + /path/to/alphafold_params.npz \ # AlphaFold params *.npz file + /path/to/unifold_format.pt \ # save checkpoint in Uni-Fold format + alphafold_model_name \ # specify model name, e.g. model_2_af2, multimer_af2 +``` + +```bash +python scripts/convert_openfold_to_unifold.py \ + /path/to/openfold_params.pt \ # OpenFold params *.pt file + /path/to/unifold_format.pt \ # save checkpoint in Uni-Fold format +``` ## Running Uni-Fold After properly configurating the environment and databases, run the following command to predict the structure of the target fasta: @@ -59,7 +74,7 @@ bash run_unifold.sh \ /path/to/the/output/directory/ \ # output directory /path/to/database/directory/ \ # directory of databases 2020-05-01 \ # use templates before this date - model_2_af2 \ # specify model name + alphafold_model_name \ # specify model name, e.g. model_2_af2, multimer_af2 /path/to/model_parameters.pt # model parameters ``` @@ -67,7 +82,7 @@ For monomer prediction, each fasta file shall contain only one sequence; for mul ### Prediction results -The output directory of running Uni-Fold contain the predicted structures in `*.pdb` files, where `best.pdb` contains prediction with the highest confidence. Besides, other outputs are dumped in `*.pkl.gz` files. We summarize the confidence metrics, namely `plddt` and `iptm+ptm` in `*.json` files. +The output directory of running Uni-Fold contain the predicted structures in `*.pdb` files, where `best.pdb` contains prediction with the highest confidence. Besides, other outputs are dumped in `*.pkl.gz` files. We summarize the confidence metrics, namely `plddt` and `iptm+ptm` in `*.json` files. ## Training Uni-Fold @@ -87,7 +102,7 @@ and bash train_multimer_demo.sh . ``` -This command starts a training process on the [demo data](example_data) included in this repository. Note that this demo script only tests the correctness of package installation and does not reflect any true performances. +This command starts a training process on the [demo data](example_data) included in this repository. Note that this demo script only tests the correctness of package installation and does not reflect any true performances. ### From-scratch Training @@ -101,7 +116,7 @@ bash train_monomer.sh \ # train_multimer.sh for multimer model_2_af2 # model name ``` -Note that: +Note that: 1. The dataset directory should be configurated in a similar way as the [example data](example_data). 2. The output directory should have enough space to store model parameters (~3GB per checkpoint, so empirically 100GB satisfies the default configuration in the shell script). @@ -120,7 +135,7 @@ bash finetune_monomer.sh \ # finetune_multimer.sh for multimer model_2_af2 # model name ``` -Besides the notices in the previous section, additionaly note that: +Besides the notices in the previous section, additionaly note that: 1. The model architecture should be correctly specified by the model name. 2. Checkpoints must be in Uni-Fold format (`*.pt`). @@ -159,4 +174,3 @@ Uni-Fold is an ongoing project. Our target is to develop better protein folding ### Third-party software Use of the third-party software, libraries or code referred to in the [Acknowledgements](README.md/#acknowledgements) section above may be governed by separate terms and conditions or license provisions. Your use of the third-party software, libraries or code is subject to any such terms and you should check that you can comply with any applicable restrictions or terms and conditions before use. - diff --git a/scripts/convert_alphafold_to_unifold.py b/scripts/convert_alphafold_to_unifold.py new file mode 100644 index 0000000..da0056a --- /dev/null +++ b/scripts/convert_alphafold_to_unifold.py @@ -0,0 +1,26 @@ +import torch +import sys + +from unifold.config import model_config +from unifold.modules.alphafold import AlphaFold + +from scripts.translate_jax_params import ( + import_jax_weights_, +) + +load_ckpt=sys.argv[1] +save_ckpt=sys.argv[2] +model_name = sys.argv[3] + +config = model_config(model_name) +model = AlphaFold(config) +import_jax_weights_(model, load_ckpt, version=model_name) +state_dict = model.state_dict() +save_state_dict = {} +save_state_dict["ema"] = {} +save_state_dict["extra_state"] = {} +save_state_dict["extra_state"]["train_iterator"] = {} +save_state_dict["extra_state"]["train_iterator"]["epoch"] = 1 +update_state_dict = {"model." + k:state_dict[k] for k in state_dict} +save_state_dict["ema"]["params"] = update_state_dict +torch.save(save_state_dict, save_ckpt) diff --git a/scripts/convert_openfold_to_unifold.py b/scripts/convert_openfold_to_unifold.py index 46f8625..359cabb 100644 --- a/scripts/convert_openfold_to_unifold.py +++ b/scripts/convert_openfold_to_unifold.py @@ -1,8 +1,6 @@ import torch import sys - - def openfold2unifold(model_states): new_model_states = {} mul_projs = {} diff --git a/scripts/download/download_alphafold_params.sh b/scripts/download/download_alphafold_params.sh index 1b6a917..bf577c0 100755 --- a/scripts/download/download_alphafold_params.sh +++ b/scripts/download/download_alphafold_params.sh @@ -31,7 +31,7 @@ fi DOWNLOAD_DIR="$1" ROOT_DIR="${DOWNLOAD_DIR}/params" -SOURCE_URL="https://storage.googleapis.com/alphafold/alphafold_params_2021-10-27.tar" +SOURCE_URL="https://storage.googleapis.com/alphafold/alphafold_params_2022-03-02.tar" BASENAME=$(basename "${SOURCE_URL}") mkdir --parents "${ROOT_DIR}" diff --git a/scripts/translate_jax_params.py b/scripts/translate_jax_params.py new file mode 100644 index 0000000..a0a64a4 --- /dev/null +++ b/scripts/translate_jax_params.py @@ -0,0 +1,532 @@ +# Copyright 2022 DP Technology +# Copyright 2021 AlQuraishi Laboratory +# Copyright 2021 DeepMind Technologies Limited +# +# 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. + +from enum import Enum +from dataclasses import dataclass +from functools import partial +import numpy as np +import torch +from typing import Union, List + + +_NPZ_KEY_PREFIX = "alphafold/alphafold_iteration/" + +def reshape_weight(x): + len_shape = len(x.shape) + if len_shape == 2: + return x.transpose(-1, -2) + elif len_shape == 1: + return x.reshape(-1, 1) + +# With Param, a poor man's enum with attributes (Rust-style) +class ParamType(Enum): + LinearWeight = partial( # hack: partial prevents fns from becoming methods + lambda w: reshape_weight(w) + ) + LinearWeightMHA = partial( + lambda w: w.reshape(*w.shape[:-2], -1).transpose(-1, -2) + ) + LinearMHAOutputWeight = partial( + lambda w: w.reshape(*w.shape[:-3], -1, w.shape[-1]).transpose(-1, -2) + ) + LinearBiasMHA = partial(lambda w: w.reshape(*w.shape[:-2], -1)) + LinearWeightOPM = partial( + lambda w: w.reshape(*w.shape[:-3], -1, w.shape[-1]).transpose(-1, -2) + ) + Other = partial(lambda w: w) + + def __init__(self, fn): + self.transformation = fn + + +@dataclass +class Param: + param: Union[torch.Tensor, List[torch.Tensor]] + param_type: ParamType = ParamType.Other + stacked: bool = False + + +def _process_translations_dict(d, top_layer=True): + flat = {} + for k, v in d.items(): + if type(v) == dict: + prefix = _NPZ_KEY_PREFIX if top_layer else "" + sub_flat = { + (prefix + "/".join([k, k_prime])): v_prime + for k_prime, v_prime in _process_translations_dict( + v, top_layer=False + ).items() + } + flat.update(sub_flat) + else: + k = "/" + k if not top_layer else k + flat[k] = v + + return flat + + +def stacked(param_dict_list, out=None): + """ + Args: + param_dict_list: + A list of (nested) Param dicts to stack. The structure of + each dict must be the identical (down to the ParamTypes of + "parallel" Params). There must be at least one dict + in the list. + """ + if out is None: + out = {} + template = param_dict_list[0] + for k, _ in template.items(): + v = [d[k] for d in param_dict_list] + if type(v[0]) is dict: + out[k] = {} + stacked(v, out=out[k]) + elif type(v[0]) is Param: + stacked_param = Param( + param=[param.param for param in v], + param_type=v[0].param_type, + stacked=True, + ) + + out[k] = stacked_param + + return out + + +def assign(translation_dict, orig_weights): + for k, param in translation_dict.items(): + with torch.no_grad(): + weights = torch.as_tensor(orig_weights[k]) + ref, param_type = param.param, param.param_type + if param.stacked: + weights = torch.unbind(weights, 0) + else: + weights = [weights] + ref = [ref] + + try: + weights = list(map(param_type.transformation, weights)) + for p, w in zip(ref, weights): + p.copy_(w) + except: + print(k) + print(ref[0].shape) + print(weights[0].shape) + raise + +def import_jax_weights_(model, npz_path, version="model_1"): + is_multimer = False + if version in ["multimer_af2"]: + is_multimer = True + data = np.load(npz_path, allow_pickle=True) + if 'arr_0' in data: + data = data['arr_0'].flat[0] + global _NPZ_KEY_PREFIX + _NPZ_KEY_PREFIX = "unifold/unifold_iteration/" + keys = list(data.keys()) + for key in keys: + for subkey in data[key]: + data[key + '//' + subkey] = data[key][subkey] + del data[key] + ####################### + # Some templates + ####################### + + LinearWeight = lambda l: (Param(l, param_type=ParamType.LinearWeight)) + + LinearBias = lambda l: (Param(l)) + + LinearWeightMHA = lambda l: (Param(l, param_type=ParamType.LinearWeightMHA)) + + LinearBiasMHA = lambda b: (Param(b, param_type=ParamType.LinearBiasMHA)) + + LinearWeightOPM = lambda l: (Param(l, param_type=ParamType.LinearWeightOPM)) + + LinearParams = lambda l: { + "weights": LinearWeight(l.weight), + "bias": LinearBias(l.bias), + } + LinearLeftParams = lambda l,index: { + "weights": LinearWeight(l.weight[:index,:]), + "bias": LinearBias(l.bias[:index]), + } + LinearRightParams = lambda l,index: { + "weights": LinearWeight(l.weight[index:,:]), + "bias": LinearBias(l.bias[index:]), + } + + LinearMHAParams = lambda l: { + "weights": LinearWeightMHA(l.weight), + "bias": LinearBiasMHA(l.bias), + } + + LinearNoBiasParams = lambda l: { + "weights": LinearWeight(l.weight), + } + + LayerNormParams = lambda l: { + "scale": Param(l.weight), + "offset": Param(l.bias), + } + + AttentionParams = lambda att: { + "query_w": LinearWeightMHA(att.linear_q.weight), + "key_w": LinearWeightMHA(att.linear_k.weight), + "value_w": LinearWeightMHA(att.linear_v.weight), + "output_w": Param( + att.linear_o.weight, + param_type=ParamType.LinearMHAOutputWeight, + ), + "output_b": LinearBias(att.linear_o.bias), + } + + AttentionGatedParams = lambda att: dict( + **AttentionParams(att), + **{ + "gating_w": LinearWeightMHA(att.linear_g.weight), + "gating_b": LinearBiasMHA(att.linear_g.bias), + }, + ) + + GlobalAttentionParams = lambda att: dict( + AttentionGatedParams(att), + key_w=LinearWeight(att.linear_k.weight), + value_w=LinearWeight(att.linear_v.weight), + ) + + TriAttParams = lambda tri_att: { + "query_norm": LayerNormParams(tri_att.layer_norm), + "feat_2d_weights": LinearWeight(tri_att.linear.weight), + "attention": AttentionGatedParams(tri_att.mha), + } + + TriMulOutParams = lambda tri_mul: { + "layer_norm_input": LayerNormParams(tri_mul.layer_norm_in), + "left_projection": LinearLeftParams(tri_mul.linear_ab_p, tri_mul.linear_ab_p.weight.shape[0]//2), + "right_projection": LinearRightParams(tri_mul.linear_ab_p, tri_mul.linear_ab_p.weight.shape[0]//2), + "left_gate": LinearLeftParams(tri_mul.linear_ab_g, tri_mul.linear_ab_g.weight.shape[0]//2), + "right_gate": LinearRightParams(tri_mul.linear_ab_g, tri_mul.linear_ab_g.weight.shape[0]//2), + "center_layer_norm": LayerNormParams(tri_mul.layer_norm_out), + "output_projection": LinearParams(tri_mul.linear_z), + "gating_linear": LinearParams(tri_mul.linear_g), + } + + # see commit b88f8da on the Alphafold repo + # Alphafold swaps the pseudocode's a and b between the incoming/outcoming + # iterations of triangle multiplication, which is confusing and not + # reproduced in our implementation. + TriMulInParams = lambda tri_mul: { + "layer_norm_input": LayerNormParams(tri_mul.layer_norm_in), + "left_projection": LinearRightParams(tri_mul.linear_ab_p, tri_mul.linear_ab_p.weight.shape[0]//2), + "right_projection": LinearLeftParams(tri_mul.linear_ab_p, tri_mul.linear_ab_p.weight.shape[0]//2), + "left_gate": LinearRightParams(tri_mul.linear_ab_g, tri_mul.linear_ab_g.weight.shape[0]//2), + "right_gate": LinearLeftParams(tri_mul.linear_ab_g, tri_mul.linear_ab_g.weight.shape[0]//2), + "center_layer_norm": LayerNormParams(tri_mul.layer_norm_out), + "output_projection": LinearParams(tri_mul.linear_z), + "gating_linear": LinearParams(tri_mul.linear_g), + } + + PairTransitionParams = lambda pt: { + "input_layer_norm": LayerNormParams(pt.layer_norm), + "transition1": LinearParams(pt.linear_1), + "transition2": LinearParams(pt.linear_2), + } + + MSAAttParams = lambda matt: { + "query_norm": LayerNormParams(matt.layer_norm_m), + "attention": AttentionGatedParams(matt.mha), + } + + MSAColAttParams = lambda matt: { + "query_norm": LayerNormParams(matt.layer_norm_m), + "attention": AttentionGatedParams(matt.mha), + } + + MSAGlobalAttParams = lambda matt: { + "query_norm": LayerNormParams(matt.layer_norm_m), + "attention": GlobalAttentionParams(matt.global_attention), + } + + MSAAttPairBiasParams = lambda matt: dict( + **MSAAttParams(matt), + **{ + "feat_2d_norm": LayerNormParams(matt.layer_norm_z), + "feat_2d_weights": LinearWeight(matt.linear_z.weight), + }, + ) + + IPAParams = lambda ipa: { + "q_scalar": LinearParams(ipa.linear_q), + "kv_scalar": LinearParams(ipa.linear_kv), + "q_point_local": LinearParams(ipa.linear_q_points), + "kv_point_local": LinearParams(ipa.linear_kv_points), + "trainable_point_weights": Param( + param=ipa.head_weights, param_type=ParamType.Other + ), + "attention_2d": LinearParams(ipa.linear_b), + "output_projection": LinearParams(ipa.linear_out), + } + if is_multimer: + MultimerIPAParams = lambda ipa: { + "q_scalar_projection": {"weights": LinearWeightMHA(ipa.linear_q.weight)}, + "k_scalar_projection": {"weights": LinearWeightMHA(ipa.linear_k.weight)}, + "v_scalar_projection": {"weights": LinearWeightMHA(ipa.linear_v.weight)}, + "q_point_projection": {"point_projection": LinearMHAParams(ipa.linear_q_points)}, + "k_point_projection": {"point_projection": LinearMHAParams(ipa.linear_k_points)}, + "v_point_projection": {"point_projection": LinearMHAParams(ipa.linear_v_points)}, + "trainable_point_weights": Param( + param=ipa.head_weights, param_type=ParamType.Other + ), + "attention_2d": LinearParams(ipa.linear_b), + "output_projection": LinearParams(ipa.linear_out), + } + + TemplatePairBlockParams = lambda b: { + "triangle_attention_starting_node": TriAttParams(b.tri_att_start), + "triangle_attention_ending_node": TriAttParams(b.tri_att_end), + "triangle_multiplication_outgoing": TriMulOutParams(b.tri_mul_out), + "triangle_multiplication_incoming": TriMulInParams(b.tri_mul_in), + "pair_transition": PairTransitionParams(b.pair_transition), + } + + MSATransitionParams = lambda m: { + "input_layer_norm": LayerNormParams(m.layer_norm), + "transition1": LinearParams(m.linear_1), + "transition2": LinearParams(m.linear_2), + } + + OuterProductMeanParams = lambda o: { + "layer_norm_input": LayerNormParams(o.layer_norm), + "left_projection": LinearParams(o.linear_1), + "right_projection": LinearParams(o.linear_2), + "output_w": LinearWeightOPM(o.linear_out.weight), + "output_b": LinearBias(o.linear_out.bias), + } + + def EvoformerBlockParams(b, is_extra_msa=False): + if is_extra_msa: + col_att_name = "msa_column_global_attention" + msa_col_att_params = MSAGlobalAttParams(b.msa_att_col) + else: + col_att_name = "msa_column_attention" + msa_col_att_params = MSAColAttParams(b.msa_att_col) + + d = { + "msa_row_attention_with_pair_bias": MSAAttPairBiasParams( + b.msa_att_row + ), + col_att_name: msa_col_att_params, + "msa_transition": MSATransitionParams(b.msa_transition), + "outer_product_mean": OuterProductMeanParams(b.outer_product_mean), + "triangle_multiplication_outgoing": TriMulOutParams(b.tri_mul_out), + "triangle_multiplication_incoming": TriMulInParams(b.tri_mul_in), + "triangle_attention_starting_node": TriAttParams(b.tri_att_start), + "triangle_attention_ending_node": TriAttParams(b.tri_att_end), + "pair_transition": PairTransitionParams(b.pair_transition), + } + + return d + + ExtraMSABlockParams = partial(EvoformerBlockParams, is_extra_msa=True) + + FoldIterationParams = lambda sm: { + "invariant_point_attention": IPAParams(sm.ipa), + "attention_layer_norm": LayerNormParams(sm.layer_norm_ipa), + "transition": LinearParams(sm.transition.layers[0].linear_1), + "transition_1": LinearParams(sm.transition.layers[0].linear_2), + "transition_2": LinearParams(sm.transition.layers[0].linear_3), + "transition_layer_norm": LayerNormParams(sm.transition.layer_norm), + "affine_update": LinearParams(sm.bb_update.linear), + "rigid_sidechain": { + "input_projection": LinearParams(sm.angle_resnet.linear_in), + "input_projection_1": LinearParams(sm.angle_resnet.linear_initial), + "resblock1": LinearParams(sm.angle_resnet.layers[0].linear_1), + "resblock2": LinearParams(sm.angle_resnet.layers[0].linear_2), + "resblock1_1": LinearParams(sm.angle_resnet.layers[1].linear_1), + "resblock2_1": LinearParams(sm.angle_resnet.layers[1].linear_2), + "unnormalized_angles": LinearParams(sm.angle_resnet.linear_out), + }, + } + if is_multimer: + MultimerFoldIterationParams = lambda sm: { + "invariant_point_attention": MultimerIPAParams(sm.ipa), + "attention_layer_norm": LayerNormParams(sm.layer_norm_ipa), + "transition": LinearParams(sm.transition.layers[0].linear_1), + "transition_1": LinearParams(sm.transition.layers[0].linear_2), + "transition_2": LinearParams(sm.transition.layers[0].linear_3), + "transition_layer_norm": LayerNormParams(sm.transition.layer_norm), + "quat_rigid": {"rigid": LinearParams(sm.bb_update.linear)}, + "rigid_sidechain": { + "input_projection": LinearParams(sm.angle_resnet.linear_in), + "input_projection_1": LinearParams(sm.angle_resnet.linear_initial), + "resblock1": LinearParams(sm.angle_resnet.layers[0].linear_1), + "resblock2": LinearParams(sm.angle_resnet.layers[0].linear_2), + "resblock1_1": LinearParams(sm.angle_resnet.layers[1].linear_1), + "resblock2_1": LinearParams(sm.angle_resnet.layers[1].linear_2), + "unnormalized_angles": LinearParams(sm.angle_resnet.linear_out), + }, + } + + ############################ + # translations dict overflow + ############################ + tps_blocks_params = None + template_pair_ln = None + template_angle_emb = None + template_angle_proj = None + if model.template_pair_stack is not None: + tps_blocks = model.template_pair_stack.blocks + tps_blocks_params = stacked( + [TemplatePairBlockParams(b) for b in tps_blocks] + ) + template_pair_ln = LayerNormParams(model.template_pair_stack.layer_norm) + template_angle_emb = LinearParams(model.template_angle_embedder.linear_1) + template_angle_proj = LinearParams(model.template_angle_embedder.linear_2) + + ems_blocks = model.extra_msa_stack.blocks + ems_blocks_params = stacked([ExtraMSABlockParams(b) for b in ems_blocks]) + + evo_blocks = model.evoformer.blocks + evo_blocks_params = stacked([EvoformerBlockParams(b) for b in evo_blocks]) + + translations = { + "evoformer": { + "preprocess_1d": LinearParams(model.input_embedder.linear_tf_m), + "preprocess_msa": LinearParams(model.input_embedder.linear_msa_m), + "left_single": LinearParams(model.input_embedder.linear_tf_z_i), + "right_single": LinearParams(model.input_embedder.linear_tf_z_j), + "prev_pos_linear": LinearParams(model.recycling_embedder.linear), + "prev_msa_first_row_norm": LayerNormParams( + model.recycling_embedder.layer_norm_m + ), + "prev_pair_norm": LayerNormParams( + model.recycling_embedder.layer_norm_z + ), + "pair_activiations": LinearParams( + model.input_embedder.linear_relpos + ), + "template_embedding": { + "single_template_embedding": { + "template_pair_stack": { + "__layer_stack_no_state": tps_blocks_params, + }, + "output_layer_norm": template_pair_ln, + }, + # "attention": AttentionParams(model.template_pointwise_att.mha), + }, + "extra_msa_activations": LinearParams( + model.extra_msa_embedder.linear + ), + "extra_msa_stack": ems_blocks_params, + "template_single_embedding": template_angle_emb, + "template_projection": template_angle_proj, + "evoformer_iteration": evo_blocks_params, + "single_activations": LinearParams(model.evoformer.linear), + }, + "structure_module": { + "single_layer_norm": LayerNormParams( + model.structure_module.layer_norm_s + ), + "initial_projection": LinearParams( + model.structure_module.linear_in + ), + "pair_layer_norm": LayerNormParams( + model.structure_module.layer_norm_z + ), + "fold_iteration": MultimerFoldIterationParams(model.structure_module) if is_multimer else FoldIterationParams(model.structure_module) + }, + "predicted_lddt_head": { + "input_layer_norm": LayerNormParams( + model.aux_heads.plddt.layer_norm + ), + "act_0": LinearParams(model.aux_heads.plddt.linear_1), + "act_1": LinearParams(model.aux_heads.plddt.linear_2), + "logits": LinearParams(model.aux_heads.plddt.linear_3), + }, + "distogram_head": { + "half_logits": LinearParams(model.aux_heads.distogram.linear), + }, + "experimentally_resolved_head": { + "logits": LinearParams( + model.aux_heads.experimentally_resolved.linear + ), + }, + "masked_msa_head": { + "logits": LinearParams(model.aux_heads.masked_msa.linear), + }, + } + + no_temp = version in ["model_3_af2", "model_4_af2", "model_5_af2"] + + if no_temp: + evo_dict = translations["evoformer"] + keys = list(evo_dict.keys()) + for k in keys: + if "template_" in k: + evo_dict.pop(k) + + if "_ptm" in version: + translations["predicted_aligned_error_head"] = { + "logits": LinearParams(model.aux_heads.pae.linear) + } + + if is_multimer: + translations["predicted_aligned_error_head"] = { + "logits": LinearParams(model.aux_heads.pae.linear) + } + # fix rel-pos embedding + del translations["evoformer"]["pair_activiations"] + translations["evoformer"]["~_relative_encoding"] = {} + translations["evoformer"]["~_relative_encoding"]["position_activations"] = LinearParams( + model.input_embedder.linear_relpos + ) + for i in range(8): + translations["evoformer"]["template_embedding"]["single_template_embedding"]["template_pair_embedding_{}".format(i)] = LinearParams( + model.template_pair_embedder.linear[i] + ) + translations["evoformer"]["template_embedding"]["single_template_embedding"]["template_pair_embedding_8"] = LinearParams( + model.template_pair_embedder.z_linear + ) + translations["evoformer"]["template_embedding"]["single_template_embedding"]["query_embedding_norm"] = LayerNormParams( + model.template_pair_embedder.z_layer_norm + ) + del translations["evoformer"]["template_embedding"]["single_template_embedding"]["template_pair_stack"] + translations["evoformer"]["template_embedding"]["output_linear"] = LinearParams( + model.template_proj.output_linear + ) + translations["evoformer"]["template_embedding"]["single_template_embedding"]["template_embedding_iteration"] = tps_blocks_params + else: + if not no_temp: + translations["evoformer"]["template_embedding"]["single_template_embedding"]["embedding2d"] = LinearParams( + model.template_pair_embedder.linear + ) + translations["evoformer"]["template_embedding"]["attention"] = AttentionParams(model.template_pointwise_att.mha) + + # Flatten keys and insert missing key prefixes + flat = _process_translations_dict(translations) + # Sanity check + keys = list(data.keys()) + flat_keys = list(flat.keys()) + + incorrect = [k for k in flat_keys if k not in keys] + missing = [k for k in keys if k not in flat_keys] + # assert len(missing) == 0 + # assert(sorted(list(flat.keys())) == sorted(list(data.keys()))) + print("incorrect keys:", incorrect) + print("missing keys:", missing) + # Set weights + assign(flat, data) From 0153644e28b04f024f44df9a23b50cbac888f109 Mon Sep 17 00:00:00 2001 From: Ziyao Li <36321246+ZiyaoLi@users.noreply.github.com> Date: Tue, 2 Aug 2022 15:52:16 +0800 Subject: [PATCH 10/92] improve details (#8) --- README.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index 7cdce37..b6de46b 100644 --- a/README.md +++ b/README.md @@ -2,7 +2,7 @@ We proudly present Uni-Fold as a thoroughly open-source platform for developing protein models beyond [AlphaFold](https://github.com/deepmind/alphafold/). Uni-Fold introduces the following features: -- Reimplemented AlphaFold and AlphaFold-Multimer models in PyTorch framework. This is currently the first (if any else) open-source repository that supports training AlphaFold-Multimer. +- Reimplemented AlphaFold and AlphaFold-Multimer models in PyTorch framework. **This is currently the first (if any else) open-source repository that supports training AlphaFold-Multimer.** - Model correctness proved by successful from-scratch training with equivalent accuracy, both monomer and multimer included. @@ -46,7 +46,7 @@ Make sure there is at least 3TB storage space for downloading (~500GB) and uncom ### Downloading the pre-trained model parameters -Parameters are coming soon :) +Uni-Fold parameters are coming soon :) @@ -74,7 +74,7 @@ bash run_unifold.sh \ /path/to/the/output/directory/ \ # output directory /path/to/database/directory/ \ # directory of databases 2020-05-01 \ # use templates before this date - alphafold_model_name \ # specify model name, e.g. model_2_af2, multimer_af2 + model_name \ # specify model name, must be consistent with model parameters /path/to/model_parameters.pt # model parameters ``` From a2b00e8230f16a0da31e63acd75e5379bda59152 Mon Sep 17 00:00:00 2001 From: Ziyao Li <36321246+ZiyaoLi@users.noreply.github.com> Date: Tue, 2 Aug 2022 16:20:49 +0800 Subject: [PATCH 11/92] add evaluation set (#9) --- evaluation/README.md | 5 + evaluation/monomer_list.json | 1480 +++++++++++++++++++++++++++++++++ evaluation/multimer_list.json | 164 ++++ 3 files changed, 1649 insertions(+) create mode 100644 evaluation/README.md create mode 100644 evaluation/monomer_list.json create mode 100644 evaluation/multimer_list.json diff --git a/evaluation/README.md b/evaluation/README.md new file mode 100644 index 0000000..9bf45c9 --- /dev/null +++ b/evaluation/README.md @@ -0,0 +1,5 @@ +# Evaluation of Uni-Fold + +Uni-Fold is evaluated on recently released Protein Data Bank (PDB) structures. This folder contains the ID of the evaluation set. + +[monomer_list.json](./monomer_list.json) contains the IDs of 876 (301 unique) chains we used to evaluate Uni-Fold Monomer. Chains with identical sequences yet (slightly) different structures are grouped together. 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"7tze", + "7esi", + "7dz9", + "7tae", + "7e11", + "7wze", + "7pb4", + "7o1f", + "7yxw", + "7x87", + "7fbl", + "7e12", + "7vtf", + "7rcz", + "7bgs", + "7ly6", + "7obv", + "7eqb", + "7ob7", + "7obd", + "7pc3", + "7p8x", + "7rrg", + "7rej", + "7u13", + "7dtr", + "7vcr", + "7n1j", + "7epq", + "7ewe", + "7tj1", + "7qoc", + "7l1b", + "7zb0", + "7qnq", + "7wa4", + "7rbp", + "7eid", + "7aoo", + "7wwf", + "7t8i", + "7vw0", + "7vuf", + "8d27", + "7qqy", + "7eru", + "7e85", + "7f4s", + "7zcv", + "7en6", + "7tzv", + "7u8t", + "7yxm", + "7txm", + "7stv", + "7t6t", + "7qpc", + "7u2s", + "7ei2", + "7ews", + "7xkg", + "7eey", + "7mq2", + "7tjl", + "7qih", + "7f8m", + "7ero", + "7t6u", + "7wq3", + "7a67", + "7acz", + "7ovp", + "7f7i", + "7v4m", + "7qii", + "7vwk", + "7f4n", + "7wsj", + "7wq4", + "7tb6", + "7fga", + "7ejx", + "7vo4", + "7pvh", + "7r9b", + "7p6f", + "7wdw", + "7sf8", + "7n29", + "7r09", + "7vg5", + "7vkb", + "7vu7", + "7od9", + "7o97", + "7ywe", + "7oct", + "7oh2", + "7r7m", + "7p1c", + "7vni", + "7sj2", + "7xeb", + "7e8r", + "7tcu", + "7e0z", + "7aam", + "7qvb", + "7q4i", + "7qwg", + "7acw", + "7eew", + "7aan", + "7eys", + "7vvv", + "7ep7", + "7ewj", + "7sp6", + "7vb4", + "7r5y", + "7trv", + "7mk3", + "7twa" + ] \ No newline at end of file From f5a4157537b3f68713ef5e3ae9eb98621698d54e Mon Sep 17 00:00:00 2001 From: Waikit Chan <37867949+BaozCWJ@users.noreply.github.com> Date: Wed, 3 Aug 2022 16:30:21 +0800 Subject: [PATCH 12/92] add the description about downloading Uni-Fold pretrained model parameters (#11) --- README.md | 9 ++++++--- 1 file changed, 6 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index b6de46b..91f12d8 100644 --- a/README.md +++ b/README.md @@ -46,9 +46,12 @@ Make sure there is at least 3TB storage space for downloading (~500GB) and uncom ### Downloading the pre-trained model parameters -Uni-Fold parameters are coming soon :) - - +Inferenece and finetuning with Uni-Fold requires pretrained model parameters. Use the following command to download the parameters: +```bash +wget https://uni-fold.dp.tech/unifold_params_2022-08-01.tar.gz +tar -zxf unifold_params_2022-08-01.tar.gz +``` +It contains 1 **monomer** and 1 **multimer** pretrained model parameters, whose model name are `model_2_ft` and `multimer_ft` respectively. ## Converting the AlphaFold and OpenFold parameters to Uni-Fold One can convert the pretrained AlphaFold and OpenFold parameters to Uni-Fold format via the following commands. From 7c7ea7bedc23c746aec1682b3312fee60d94dd3e Mon Sep 17 00:00:00 2001 From: Guolin Ke Date: Wed, 3 Aug 2022 16:37:21 +0800 Subject: [PATCH 13/92] add script for benchmarking & benchmark results (#10) * add script for benchmarking * code clean * add benchmark in memory cost * remove use_lma * add option for LMA --- benchmark/perf_others.py | 179 +++++++++++++++++++++++++++++++ benchmark/perf_unifold.py | 220 ++++++++++++++++++++++++++++++++++++++ 2 files changed, 399 insertions(+) create mode 100644 benchmark/perf_others.py create mode 100644 benchmark/perf_unifold.py diff --git a/benchmark/perf_others.py b/benchmark/perf_others.py new file mode 100644 index 0000000..9e0d5bb --- /dev/null +++ b/benchmark/perf_others.py @@ -0,0 +1,179 @@ +# modified from https://github.com/hpcaitech/FastFold/blob/main/benchmark/perf.py +import argparse +import os + +import torch +import torch.nn as nn + +from fastfold.distributed import init_dap +from fastfold.model.fastnn import Evoformer + + +def main(): + + parser = argparse.ArgumentParser(description='Evoformer Standalone Perf Benchmark') + parser.add_argument("--dap-size", default=1, type=int, help='batch size') + parser.add_argument('--batch-size', default=1, type=int, help='batch size') + parser.add_argument('--msa-length', default=128, type=int, help='Sequence Length of MSA') + parser.add_argument('--res-length', + default=256, + type=int, + help='Sequence Length of Residues') + parser.add_argument('--trials', default=50, type=int, help='Number of Trials to Execute') + parser.add_argument('--warmup-trials', default=5, type=int, help='Warmup Trials to discard') + parser.add_argument('--layers', + default=4, + type=int, + help='Evoformer Layers to Execute') + parser.add_argument('--cm', default=256, type=int, help='MSA hidden dimension') + parser.add_argument('--cz', default=128, type=int, help='Pair hidden dimension') + parser.add_argument('--heads', default=8, type=int, help='Number of Multihead Attention heads') + parser.add_argument('--openfold', + action='store_true', + help='Benchmark with Evoformer Implementation from OpenFold.') + parser.add_argument('--openfold-lma', + action='store_true', + help='set use_lma to True in openfold.') + parser.add_argument('--fwd', action='store_true', help='Only execute Fwd Pass.') + + args = parser.parse_args() + + init_dap(args.dap_size) + + precision = torch.bfloat16 + if args.dap_size > 1: + # (PyTorch issue) Currently All2All communication does not support the Bfloat16 datatype in PyTorch + precision = torch.float16 + + if not torch.cuda.is_available(): + raise NotImplementedError('Running on CPU is not supported') + + torch.manual_seed(42) + if torch.cuda.is_available(): + torch.cuda.manual_seed_all(42) + + if args.openfold: + from openfold.model.evoformer import EvoformerBlock + + class OpenFoldEvoformer(nn.Module): + + def __init__(self, d_node, d_pair): + super(OpenFoldEvoformer, self).__init__() + self.d_node = d_node + self.d_pair = d_pair + + self.c_hidden_msa_att = int(d_node / 8) + self.c_hidden_pair_att = int(d_pair / 4) + + self.EvoformerBlock = EvoformerBlock(c_m=d_node, + c_z=d_pair, + c_hidden_msa_att=self.c_hidden_msa_att, + c_hidden_opm=self.c_hidden_msa_att, + c_hidden_mul=self.d_pair, + c_hidden_pair_att=self.c_hidden_pair_att, + no_heads_msa=8, + no_heads_pair=4, + transition_n=4, + msa_dropout=0.15, + pair_dropout=0.25, + inf=1e9, + eps=1e-10) + + def forward(self, node, pair, node_mask, pair_mask): + node, pair = self.EvoformerBlock(node, pair, node_mask, pair_mask, use_lma=args.openfold_lma) + return node, pair + + attn_layers = [] + for idx in range(0, args.layers): + if args.openfold: + attn_layers.append(OpenFoldEvoformer(d_node=args.cm, d_pair=args.cz)) + else: + attn_layers.append(Evoformer(d_node=args.cm, d_pair=args.cz)) + attn_layers[idx].cuda() + attn_layers[idx].to(dtype=precision) + + start_evt_fwd = [] + start_evt_bwd = [] + stop_evt_bwd = [] + for recorded_trial in range(0, args.trials): + start_evt_fwd.append(torch.cuda.Event(enable_timing=True)) + start_evt_bwd.append(torch.cuda.Event(enable_timing=True)) + stop_evt_bwd.append(torch.cuda.Event(enable_timing=True)) + + inputs_node = torch.randn(args.batch_size, + args.msa_length // args.dap_size, + args.res_length, + args.cm, + dtype=precision, + device=torch.device("cuda")).requires_grad_(True) + inputs_pair = torch.randn(args.batch_size, + args.res_length // args.dap_size, + args.res_length, + args.cz, + dtype=precision, + device=torch.device("cuda")).requires_grad_(True) + node_mask = torch.ones((args.batch_size, args.msa_length, args.res_length), + dtype=precision, + device=torch.device("cuda")).requires_grad_(False) + pair_mask = torch.ones((args.batch_size, args.res_length, args.res_length), + dtype=precision, + device=torch.device("cuda")).requires_grad_(False) + + + total_used_mem_gb = 0 + for trial in range(0, args.trials + args.warmup_trials): + layer_inputs = inputs_node, inputs_pair + evt_idx = trial - args.warmup_trials + + torch.distributed.barrier() + torch.cuda.synchronize() + torch.cuda.reset_peak_memory_stats() + if evt_idx >= 0: + start_evt_fwd[evt_idx].record() + with torch.set_grad_enabled(not args.fwd): + for lyr_idx in range(0, args.layers): + layer_inputs = attn_layers[lyr_idx].forward( + *layer_inputs, + node_mask, + pair_mask, + ) + + torch.cuda.synchronize() + + if evt_idx >= 0: + start_evt_bwd[evt_idx].record() + + if not args.fwd: + s = layer_inputs[0].mean() + layer_inputs[1].mean() + s.backward() + + torch.cuda.synchronize() + cur_cost_mem = torch.cuda.max_memory_allocated() / 1024 / 1024 / 1024 + total_used_mem_gb += cur_cost_mem + if evt_idx >= 0: + stop_evt_bwd[evt_idx].record() + + + torch.cuda.synchronize() + elapsed_time_fwd = 0.0 + elapsed_time_bwd = 0.0 + for evt_idx in range(0, args.trials): + elapsed_time_fwd += start_evt_fwd[evt_idx].elapsed_time(start_evt_bwd[evt_idx]) + elapsed_time_bwd += start_evt_bwd[evt_idx].elapsed_time(stop_evt_bwd[evt_idx]) + + print( + "Input: {:4d}, {:4d}, {:4d}, ({:4d} {:4d}), Fwd Time / Layer: {:.3f} ms, Bwd Time / Layer: {:.3f} ms, Memory cost {:.3f} GB".format( + args.batch_size, + args.msa_length, + args.res_length, + args.cm, + args.cz, + elapsed_time_fwd / (args.trials * args.layers), + elapsed_time_bwd / (args.trials * args.layers), + total_used_mem_gb / (args.trials), + ) + ) + + +if __name__ == '__main__': + main() diff --git a/benchmark/perf_unifold.py b/benchmark/perf_unifold.py new file mode 100644 index 0000000..5580a3b --- /dev/null +++ b/benchmark/perf_unifold.py @@ -0,0 +1,220 @@ +import argparse +import os + +import torch +import torch.nn as nn + +import os +import sys +import pathlib + +from tqdm import tqdm + +from unifold.modules.evoformer import EvoformerIteration +from unifold.modules.attentions import gen_msa_attn_mask, gen_tri_attn_mask + + +class WrapEvoformerLayer(nn.Module): + def __init__(self, d_node, d_pair): + super(WrapEvoformerLayer, self).__init__() + self.d_node = d_node + self.d_pair = d_pair + + self.c_hidden_msa_att = int(d_node / 8) + self.c_hidden_pair_att = int(d_pair / 4) + + self.EvoformerIteration = EvoformerIteration( + d_msa=d_node, + d_pair=d_pair, + d_hid_msa_att=self.c_hidden_msa_att, + d_hid_opm=self.c_hidden_msa_att, + d_hid_mul=self.d_pair, + d_hid_pair_att=self.c_hidden_pair_att, + num_heads_msa=8, + num_heads_pair=4, + transition_n=4, + msa_dropout=0.15, + pair_dropout=0.25, + outer_product_mean_first=False, + inf=3e4, + eps=1e-5, + ) + self.alphafold_original_mode() + + def alphafold_original_mode(self): + def set_alphafold_original_mode(module): + if hasattr(module, "apply_alphafold_original_mode"): + module.apply_alphafold_original_mode() + if hasattr(module, "act"): + module.act = nn.ReLU() + + self.apply(set_alphafold_original_mode) + + def forward( + self, + node, + pair, + node_mask, + pair_mask, + msa_row_attn_mask: torch.Tensor, + msa_col_attn_mask: torch.Tensor, + tri_start_attn_mask: torch.Tensor, + tri_end_attn_mask: torch.Tensor, + ): + node, pair = self.EvoformerIteration( + node, + pair, + node_mask, + pair_mask, + msa_row_attn_mask, + msa_col_attn_mask, + tri_start_attn_mask, + tri_end_attn_mask, + ) + return node, pair + + +def main(): + + parser = argparse.ArgumentParser(description="Evoformer Standalone Perf Benchmark") + parser.add_argument("--batch-size", default=1, type=int, help="batch size") + parser.add_argument( + "--msa-length", default=128, type=int, help="Sequence Length of MSA" + ) + parser.add_argument( + "--res-length", default=256, type=int, help="Sequence Length of Residues" + ) + parser.add_argument( + "--trials", default=50, type=int, help="Number of Trials to Execute" + ) + parser.add_argument( + "--warmup-trials", default=5, type=int, help="Warmup Trials to discard" + ) + parser.add_argument( + "--layers", default=4, type=int, help="Evoformer Layers to Execute" + ) + parser.add_argument("--cm", default=256, type=int, help="MSA hidden dimension") + parser.add_argument("--cz", default=128, type=int, help="Pair hidden dimension") + parser.add_argument("--fwd", action="store_true", help="Only execute Fwd Pass.") + parser.add_argument( + "--fp16", action="store_true", help="Use fp16 for benchmark (for V100)" + ) + + args = parser.parse_args() + + precision = torch.bfloat16 + + if args.fp16: + precision = torch.float16 + + if not torch.cuda.is_available(): + raise NotImplementedError("Running on CPU is not supported") + + torch.manual_seed(42) + if torch.cuda.is_available(): + torch.cuda.manual_seed_all(42) + + attn_layers = [] + for idx in range(0, args.layers): + attn_layers.append(WrapEvoformerLayer(d_node=args.cm, d_pair=args.cz)) + attn_layers[idx].cuda() + attn_layers[idx].to(dtype=precision) + + start_evt_fwd = [] + start_evt_bwd = [] + stop_evt_bwd = [] + for recorded_trial in range(0, args.trials): + start_evt_fwd.append(torch.cuda.Event(enable_timing=True)) + start_evt_bwd.append(torch.cuda.Event(enable_timing=True)) + stop_evt_bwd.append(torch.cuda.Event(enable_timing=True)) + + inputs_node = torch.randn( + args.batch_size, + args.msa_length, + args.res_length, + args.cm, + dtype=precision, + device=torch.device("cuda"), + ).requires_grad_(True) + inputs_pair = torch.randn( + args.batch_size, + args.res_length, + args.res_length, + args.cz, + dtype=precision, + device=torch.device("cuda"), + ).requires_grad_(True) + node_mask = torch.ones( + (args.batch_size, args.msa_length, args.res_length), + dtype=precision, + device=torch.device("cuda"), + ).requires_grad_(False) + + msa_raw_mask, msa_col_mask = gen_msa_attn_mask(node_mask, 3e4) + pair_mask = torch.ones( + (args.batch_size, args.res_length, args.res_length), + dtype=precision, + device=torch.device("cuda"), + ).requires_grad_(False) + tri_start_mask, tri_end_mask = gen_tri_attn_mask(pair_mask, 3e4) + + total_used_mem_gb = 0 + for trial in range(0, args.trials + args.warmup_trials): + layer_inputs = inputs_node, inputs_pair + evt_idx = trial - args.warmup_trials + + torch.cuda.synchronize() + torch.cuda.reset_peak_memory_stats() + if evt_idx >= 0: + start_evt_fwd[evt_idx].record() + with torch.set_grad_enabled(not args.fwd): + for lyr_idx in range(0, args.layers): + layer_inputs = attn_layers[lyr_idx].forward( + *layer_inputs, + node_mask, + pair_mask, + msa_raw_mask, + msa_col_mask, + tri_start_mask, + tri_end_mask + ) + + torch.cuda.synchronize() + + if evt_idx >= 0: + start_evt_bwd[evt_idx].record() + + if not args.fwd: + s = layer_inputs[0].mean() + layer_inputs[1].mean() + s.backward() + + torch.cuda.synchronize() + cur_cost_mem = torch.cuda.max_memory_allocated() / 1024 / 1024 / 1024 + total_used_mem_gb += cur_cost_mem + if evt_idx >= 0: + stop_evt_bwd[evt_idx].record() + + + torch.cuda.synchronize() + elapsed_time_fwd = 0.0 + elapsed_time_bwd = 0.0 + for evt_idx in range(0, args.trials): + elapsed_time_fwd += start_evt_fwd[evt_idx].elapsed_time(start_evt_bwd[evt_idx]) + elapsed_time_bwd += start_evt_bwd[evt_idx].elapsed_time(stop_evt_bwd[evt_idx]) + + print( + " Input: {:4d}, {:4d}, {:4d}, ({:4d} {:4d}), Fwd Time / Layer: {:.3f} ms, Bwd Time / Layer: {:.3f} ms, Memory cost {:.3f} GB".format( + args.batch_size, + args.msa_length, + args.res_length, + args.cm, + args.cz, + elapsed_time_fwd / (args.trials * args.layers), + elapsed_time_bwd / (args.trials * args.layers), + total_used_mem_gb / (args.trials), + ) + ) + + +if __name__ == "__main__": + main() \ No newline at end of file From d167d6045fa91f50e9bfb484f6084ccafd6afade Mon Sep 17 00:00:00 2001 From: Guolin Ke Date: Fri, 5 Aug 2022 09:43:10 +0800 Subject: [PATCH 14/92] dynamic length for extra_msa --- unifold/data/data_ops.py | 13 +++++++++---- 1 file changed, 9 insertions(+), 4 deletions(-) diff --git a/unifold/data/data_ops.py b/unifold/data/data_ops.py index bcb22b5..78dcd57 100644 --- a/unifold/data/data_ops.py +++ b/unifold/data/data_ops.py @@ -615,6 +615,10 @@ def make_fixed_size( num_templates=0, ): """Guess at the MSA and sequence dimension to make fixed size.""" + def get_pad_size(cur_size, multiplier=4): + return max(multiplier, + ((cur_size + multiplier - 1) // multiplier) * multiplier + ) if num_res is not None: input_num_res = ( protein["aatype"].shape[0] @@ -622,10 +626,11 @@ def make_fixed_size( else protein["msa_mask"].shape[1] ) if input_num_res != num_res: - padding_multimer = 4 - num_res = ( - (input_num_res + padding_multimer - 1) // padding_multimer - ) * padding_multimer + num_res = get_pad_size(input_num_res, 4) + if "extra_msa_mask" in protein: + input_extra_msa_size = protein["extra_msa_mask"].shape[0] + if input_extra_msa_size != extra_msa_size: + extra_msa_size = get_pad_size(input_extra_msa_size, 8) pad_size_map = { N_RES: num_res, N_MSA: msa_cluster_size, From f50639ed20204f5200f284202365771f0d953941 Mon Sep 17 00:00:00 2001 From: Guolin Ke Date: Fri, 5 Aug 2022 09:45:17 +0800 Subject: [PATCH 15/92] add config for model_1_ft --- unifold/config.py | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/unifold/config.py b/unifold/config.py index 1b62077..6b5ddd6 100644 --- a/unifold/config.py +++ b/unifold/config.py @@ -513,6 +513,11 @@ def multimer(c): if name == "model_1": pass + elif name == "model_1_ft": + recursive_set(c, "max_extra_msa", 5120) + recursive_set(c, "max_msa_clusters", 512) + c.data.train.crop_size = 384 + c.loss.violation.weight = 0.02 elif name == "model_1_af2": recursive_set(c, "max_extra_msa", 5120) recursive_set(c, "max_msa_clusters", 512) From a97d7e96242b8a78994dd41599f8716e9acca97e Mon Sep 17 00:00:00 2001 From: Guolin Ke Date: Fri, 5 Aug 2022 13:42:42 +0800 Subject: [PATCH 16/92] fix feature stack of recycling --- unifold/data/process.py | 21 +++++++++++++++++++-- 1 file changed, 19 insertions(+), 2 deletions(-) diff --git a/unifold/data/process.py b/unifold/data/process.py index 9f23d46..5661231 100644 --- a/unifold/data/process.py +++ b/unifold/data/process.py @@ -214,13 +214,30 @@ def compose(x, fs): return x +def pad_then_stack( + values, +): + if len(values[0].shape) >= 1: + size = max(v.shape[0] for v in values) + new_values = [] + for v in values: + if v.shape[0] < size: + res = values[0].new_zeros(size, *v.shape[1:]) + res[:v.shape[0], ...] = v + else: + res = v + new_values.append(res) + else: + new_values = values + return torch.stack(new_values, dim=0) + def map_fn(fun, x): ensembles = [fun(elem) for elem in x] features = ensembles[0].keys() ensembled_dict = {} for feat in features: - ensembled_dict[feat] = torch.stack( - [dict_i[feat] for dict_i in ensembles], dim=0 + ensembled_dict[feat] = pad_then_stack( + [dict_i[feat] for dict_i in ensembles] ) return ensembled_dict From d0c4c13969e02b0fe5f930b80f296947d015b0df Mon Sep 17 00:00:00 2001 From: Guolin Ke Date: Sat, 6 Aug 2022 09:28:44 +0800 Subject: [PATCH 17/92] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 91f12d8..5fb8abe 100644 --- a/README.md +++ b/README.md @@ -156,7 +156,7 @@ Citation is coming soon :) ## Acknowledgements -Our training framework is based on [Uni-Core](https://github.com/dptech-corp/Uni-Core/). Implementation of fused operators referred to [fused_ops](https://github.com/guolinke/fused_ops/). We partly referred to an early version of [OpenFold](https://github.com/aqlaboratory/openfold) for some of the PyTorch implementations, while mostly followed the original code of [AlphaFold](https://github.com/deepmind/alphafold/). For the data processing part, we followed [AlphaFold](https://github.com/deepmind/alphafold/), and referred to utilities in [Biopython](https://biopython.org/), [HH-suite3](https://github.com/soedinglab/hh-suite/), [HMMER](http://eddylab.org/software/hmmer/), [Kalign](https://msa.sbc.su.se/cgi-bin/msa.cgi), [pandas](https://pandas.pydata.org/), [NumPy](https://numpy.org/), and [SciPy](https://scipy.org/). +Our training framework is based on [Uni-Core](https://github.com/dptech-corp/Uni-Core/). Implementation of fused operators referred to [fused_ops](https://github.com/guolinke/fused_ops/) and [OneFlow](https://github.com/Oneflow-Inc/oneflow). We partly referred to an early version of [OpenFold](https://github.com/aqlaboratory/openfold) for some of the PyTorch implementations, while mostly followed the original code of [AlphaFold](https://github.com/deepmind/alphafold/). For the data processing part, we followed [AlphaFold](https://github.com/deepmind/alphafold/), and referred to utilities in [Biopython](https://biopython.org/), [HH-suite3](https://github.com/soedinglab/hh-suite/), [HMMER](http://eddylab.org/software/hmmer/), [Kalign](https://msa.sbc.su.se/cgi-bin/msa.cgi), [pandas](https://pandas.pydata.org/), [NumPy](https://numpy.org/), and [SciPy](https://scipy.org/). ## License and Disclaimer From 32fbcf9204ff661c1354cf6193ba06ad0c709db2 Mon Sep 17 00:00:00 2001 From: Guolin Ke Date: Sat, 6 Aug 2022 09:38:49 +0800 Subject: [PATCH 18/92] refine model parameters descriptions --- README.md | 2 +- finetune_monomer.sh | 2 +- finetune_multimer.sh | 2 +- train_monomer.sh | 2 +- train_multimer.sh | 2 +- 5 files changed, 5 insertions(+), 5 deletions(-) diff --git a/README.md b/README.md index 5fb8abe..a852e83 100644 --- a/README.md +++ b/README.md @@ -122,7 +122,7 @@ bash train_monomer.sh \ # train_multimer.sh for multimer Note that: 1. The dataset directory should be configurated in a similar way as the [example data](example_data). -2. The output directory should have enough space to store model parameters (~3GB per checkpoint, so empirically 100GB satisfies the default configuration in the shell script). +2. The output directory should have enough space to store model parameters (~1.5GB per checkpoint, so empirically 60GB satisfies the default configuration in the shell script). 3. We provide several default model names in [config.py](unifold/config.py), namely `model_1`, `model_2`, `model_2_af2` etc. for monomer models and `multimer`, `multimer_af2` etc. for multimer models. Check `model_config()` function for the differences between model names. You may also personalize your own model by modifying the function (i.e. forking the if-elses). diff --git a/finetune_monomer.sh b/finetune_monomer.sh index abeb0a7..e0d5a2b 100755 --- a/finetune_monomer.sh +++ b/finetune_monomer.sh @@ -53,7 +53,7 @@ python -m torch.distributed.launch --nproc_per_node=$n_gpu --master_port $MASTER --lr-scheduler exponential_decay --lr $lr --warmup-updates $warmup_step --decay-ratio $decay_ratio --decay-steps $decay_step --stair-decay --batch-size 1 \ --update-freq $update_freq --seed $seed --tensorboard-logdir $2/tsb/ \ --max-update $total_step --max-epoch 1 --log-interval 10 --log-format simple \ - --save-interval-updates 500 --validate-interval-updates 500 --keep-interval-updates 1000 --no-epoch-checkpoints \ + --save-interval-updates 500 --validate-interval-updates 500 --keep-interval-updates 40 --no-epoch-checkpoints \ --save-dir $2 --tmp-save-dir $tmp_dir --required-batch-size-multiple 1 --bf16 --ema-decay 0.999 --data-buffer-size 32 --bf16-sr --model-name $model_name $OPTION rm -rf $tmp_dir diff --git a/finetune_multimer.sh b/finetune_multimer.sh index a286a0f..52d7f6f 100644 --- a/finetune_multimer.sh +++ b/finetune_multimer.sh @@ -53,7 +53,7 @@ python -m torch.distributed.launch --nproc_per_node=$n_gpu --master_port $MASTER --lr-scheduler exponential_decay --lr $lr --warmup-updates $warmup_step --decay-ratio $decay_ratio --decay-steps $decay_step --stair-decay --batch-size 1 \ --update-freq $update_freq --seed $seed --tensorboard-logdir $2/tsb/ \ --max-update $total_step --max-epoch 1 --log-interval 10 --log-format simple \ - --save-interval-updates 250 --validate-interval-updates 250 --keep-interval-updates 1000 --no-epoch-checkpoints \ + --save-interval-updates 500 --validate-interval-updates 500 --keep-interval-updates 40 --no-epoch-checkpoints \ --save-dir $2 --tmp-save-dir $tmp_dir --required-batch-size-multiple 1 --bf16 --ema-decay 0.999 --data-buffer-size 32 --bf16-sr --model-name $model_name $OPTION rm -rf $tmp_dir diff --git a/train_monomer.sh b/train_monomer.sh index deec515..3f7f112 100755 --- a/train_monomer.sh +++ b/train_monomer.sh @@ -47,7 +47,7 @@ python -m torch.distributed.launch --nproc_per_node=$n_gpu --master_port $MASTER --lr-scheduler exponential_decay --lr $lr --warmup-updates $warmup_step --decay-ratio $decay_ratio --decay-steps $decay_step --stair-decay --batch-size 1 \ --update-freq $update_freq --seed $seed --tensorboard-logdir $2/tsb/ \ --max-update $total_step --max-epoch 1 --log-interval 10 --log-format simple \ - --save-interval-updates 250 --validate-interval-updates 250 --keep-interval-updates 10 --no-epoch-checkpoints \ + --save-interval-updates 500 --validate-interval-updates 500 --keep-interval-updates 40 --no-epoch-checkpoints \ --save-dir $2 --tmp-save-dir $tmp_dir --required-batch-size-multiple 1 --bf16 --ema-decay 0.999 --data-buffer-size 32 --bf16-sr rm -rf $tmp_dir diff --git a/train_multimer.sh b/train_multimer.sh index 7db8c7b..5f36fce 100644 --- a/train_multimer.sh +++ b/train_multimer.sh @@ -46,7 +46,7 @@ python -m torch.distributed.launch --nproc_per_node=$n_gpu --master_port $MASTER --lr-scheduler exponential_decay --lr $lr --warmup-updates $warmup_step --decay-ratio $decay_ratio --decay-steps $decay_step --stair-decay --batch-size 1 \ --update-freq $update_freq --seed $seed --tensorboard-logdir $2/tsb/ \ --max-update $total_step --max-epoch 1 --log-interval 10 --log-format simple \ - --save-interval-updates 250 --validate-interval-updates 250 --keep-interval-updates 10 --no-epoch-checkpoints \ + --save-interval-updates 500 --validate-interval-updates 500 --keep-interval-updates 40 --no-epoch-checkpoints \ --save-dir $2 --tmp-save-dir $tmp_dir --required-batch-size-multiple 1 --bf16 --ema-decay 0.999 --data-buffer-size 32 --bf16-sr --model-name $model_name rm -rf $tmp_dir From c2c12c3cf68e588a3402ef5b6274357eb53f9cac Mon Sep 17 00:00:00 2001 From: Ziyao Li <36321246+ZiyaoLi@users.noreply.github.com> Date: Sat, 6 Aug 2022 20:05:13 +0800 Subject: [PATCH 19/92] citation (#12) --- README.md | 16 +++++++++++----- 1 file changed, 11 insertions(+), 5 deletions(-) diff --git a/README.md b/README.md index a852e83..0933971 100644 --- a/README.md +++ b/README.md @@ -146,13 +146,19 @@ Besides the notices in the previous section, additionaly note that: ## Citing this work -Citation is coming soon :) - - +@article {uni-fold, + author = {Li, Ziyao and Liu, Xuyang and Chen, Weijie and Shen, Fan and Bi, Hangrui and Ke, Guolin and Zhang, Linfeng}, + title = {Uni-Fold: An Open-Source Platform for Developing Protein Folding Models beyond AlphaFold}, + year = {2022}, + doi = {10.1101/2022.08.04.502811}, + URL = {https://www.biorxiv.org/content/early/2022/08/06/2022.08.04.502811}, + eprint = {https://www.biorxiv.org/content/early/2022/08/06/2022.08.04.502811.full.pdf}, + journal = {bioRxiv} +} +``` ## Acknowledgements From b88286fce8312c6d714357bcb7de97eea4c67cea Mon Sep 17 00:00:00 2001 From: Ziyao Li <36321246+ZiyaoLi@users.noreply.github.com> Date: Sat, 6 Aug 2022 21:29:39 +0800 Subject: [PATCH 20/92] add evaluation results (#13) * add evaluation results * par * compress img * figure layout * white bg * png -> jpg * Revert "figure layout" * revert to green --- README.md | 31 ++++++++++++++++++++++++++++++- img/7t6u.png | Bin 0 -> 964738 bytes img/accuracy.png | Bin 0 -> 121949 bytes img/train_time.png | Bin 0 -> 121779 bytes 4 files changed, 30 insertions(+), 1 deletion(-) create mode 100644 img/7t6u.png create mode 100644 img/accuracy.png create mode 100644 img/train_time.png diff --git a/README.md b/README.md index 0933971..ef18d70 100644 --- a/README.md +++ b/README.md @@ -12,8 +12,38 @@ We proudly present Uni-Fold as a thoroughly open-source platform for developing - Convenient web server at [Hermite™](https://hermite.dp.tech/). +![case](./img/7t6u.png) +
+ +Figure 1. Uni-Fold successfully predicted the interaction between the nanobody and the GPCR-G protein complex, while AlphaFold-Multimer failed. + +
+ +  + +We evaluated Uni-Fold on PDB structures release after our training set with less than 40% template identity. The structures for evaluations are included in [`evaluation`](./evaluation). Uni-Fold enjoys similar monomer prediction accuracy and better multimer prediction accuracy compared with AlphaFold(-Multimer). We also benchmarked the efficiency of Uni-Fold. The end-to-end training speed of Uni-Fold is about 2.2 times of the official AlphaFold. More evaluation results and details are included in our [bioRxiv preprint](https://www.biorxiv.org/content/10.1101/2022.08.04.502811). + +![case](./img/accuracy.png) +
+ +Figure 2. Uni-Fold has similar performance on monomers and better performance on multimers compared with AlphaFold(-Multimer). + +
+ +  + +![case](./img/train_time.png) +
+ +Figure 3. Uni-Fold is to our knowledge the fastest implemetation of AlphaFold. + +
+ +  + The name Uni-Fold is inherited from our previous repository, [Uni-Fold-JAX](https://github.com/dptech-corp/Uni-Fold-jax). First released on Dec 8 2021, Uni-Fold-JAX was the first open-source project (with training scripts) that successfully reproduced the from-scratch training of AlphaFold. Until recently, Uni-Fold-JAX is still the only project that supports training of the original AlphaFold implementation in JAX framework. Due to efficiency and collaboration considerations, we moved from JAX to PyTorch on Jan 2022, based on which we further developed the multimer models. +--- ## Installation and Preparations @@ -143,7 +173,6 @@ Besides the notices in the previous section, additionaly note that: 1. The model architecture should be correctly specified by the model name. 2. Checkpoints must be in Uni-Fold format (`*.pt`). - ## Citing this work If you use the code, the model parameters, the web server at [Hermite™](https://hermite.dp.tech/), or the released data of Uni-Fold as well as [Uni-Fold-JAX](https://github.com/dptech-corp/Uni-Fold-jax), please cite diff --git a/img/7t6u.png b/img/7t6u.png new file mode 100644 index 0000000000000000000000000000000000000000..f83fc2cc5e25b9ec4336248496bb59c845428db6 GIT binary patch literal 964738 zcmagG1y~hp_ddKq8j%Jm=`K;aySqE3M7pIB1UC(v?nWAl@C|be)^?9ifq31xfm3T!CnFL!>vuMe+-`hif8D_ioIhS> zCL{Ul7AGq{GEF%}5)oSmQxbNjmrO6o_>o9RNO&FIm~ktMivM~X_>GUu!pX^wo0-|w z)s@NhHIuD_IWr3v7Z>x(SInlmI=b698M!gqIFkR}$nSPUO&v`fEbW{uZEZ*% z+ch$_b#~$-BYW)VpFe+()5+58Pfs?EzorFDkooZ&W)`NG%>T3vJj(lcm0Q8V(iG_V zv3-6P-oNhrKi7Ws!^`~G`M(D9_e}q~3QUzBiI@4GW#dP}(_e-MfdoNPqC%=}P`jz{ zDSB$vK^Lh~sD6>c1^qC>81E6A$uqF9A$0y=?7)0}dL%l-gY_S1SXhc+GP>pq3~m@< zL{dab3ex8I#GCuY7Ol>H&KTLe9NGJuc*oKD&D}49t|P;{%~SeTu>;cm{V=j^|34q~ 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+0800 Subject: [PATCH 21/92] link to nvidia-docker-2 (#16) --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index ef18d70..7ce6c2b 100644 --- a/README.md +++ b/README.md @@ -49,13 +49,13 @@ The name Uni-Fold is inherited from our previous repository, [Uni-Fold-JAX](http ### Installing Uni-Fold -As Uni-Core needs to compile CUDA kernels in installation, we also provide a docker image to save your efforts. To use the GPU within docker you need to install nvidia-docker2 first. Use the following command to pull the docker image: +As Uni-Core needs to compile CUDA kernels in installation, we also provide a docker image to save your efforts. To use the GPU within docker you need to [install `nvidia-docker-2`](https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/install-guide.html#docker) first. Use the following command to pull the docker image: ```bash docker pull dptechnology/unifold:pytorch1.11.0-cuda11.3-latest ``` -Then, you can create and attach into docker container, and clone & install unifold. +Then, you can create and attach into the docker container, and clone & install unifold. ```bash git clone https://github.com/dptech-corp/Uni-Fold From e05de86f15d67e9f4783c55dc39ede4b4e39dc91 Mon Sep 17 00:00:00 2001 From: Guolin Ke Date: Tue, 9 Aug 2022 19:25:02 +0800 Subject: [PATCH 22/92] use bf16 in demo by default --- train_monomer_demo.sh | 4 ++-- train_multimer_demo.sh | 2 +- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/train_monomer_demo.sh b/train_monomer_demo.sh index 1d3c0ef..421006b 100755 --- a/train_monomer_demo.sh +++ b/train_monomer_demo.sh @@ -10,7 +10,7 @@ python -m torch.distributed.launch --nproc_per_node=$n_gpu --master_port $MASTER --optimizer adam --adam-betas '(0.9, 0.999)' --adam-eps 1e-6 --clip-norm 0.0 --per-sample-clip-norm 0.1 --allreduce-fp32-grad \ --lr-scheduler exponential_decay --lr 1e-3 --warmup-updates 1000 --decay-ratio 0.95 --decay-steps 50000 --batch-size 1 \ --update-freq 1 --seed 42 --tensorboard-logdir $1/tsb/ \ - --max-update 1000 --max-epoch 1 --log-interval 1 --log-format simple \ + --max-update 1000 --max-epoch 1 --log-interval 10 --log-format simple \ --save-interval-updates 100 --validate-interval-updates 100 --keep-interval-updates 5 --no-epoch-checkpoints \ - --save-dir $1 --tmp-save-dir $tmp_dir --required-batch-size-multiple 1 --ema-decay 0.999 + --save-dir $1 --tmp-save-dir $tmp_dir --required-batch-size-multiple 1 --ema-decay 0.999 --bf16 --bf16-sr # for V100 or older GPUs, you can disable --bf16 for faster speed. rm -rf $tmp_dir \ No newline at end of file diff --git a/train_multimer_demo.sh b/train_multimer_demo.sh index 484fab2..8cc64b1 100755 --- a/train_multimer_demo.sh +++ b/train_multimer_demo.sh @@ -12,5 +12,5 @@ python -m torch.distributed.launch --nproc_per_node=$n_gpu --master_port $MASTER --update-freq 1 --seed 42 --tensorboard-logdir $1/tsb/ \ --max-update 1000 --max-epoch 1 --log-interval 1 --log-format simple \ --save-interval-updates 100 --validate-interval-updates 100 --keep-interval-updates 5 --no-epoch-checkpoints \ - --save-dir $1 --tmp-save-dir $tmp_dir --required-batch-size-multiple 1 --ema-decay 0.999 --model-name multimer + --save-dir $1 --tmp-save-dir $tmp_dir --required-batch-size-multiple 1 --ema-decay 0.999 --model-name multimer --bf16 --bf16-sr # for V100 or older GPUs, you can disable --bf16 for faster speed. rm -rf $tmp_dir \ No newline at end of file From 782592cd35f1ef2ad63ec8a0b4e20847a3d3f151 Mon Sep 17 00:00:00 2001 From: Ziyao Li <36321246+ZiyaoLi@users.noreply.github.com> Date: Wed, 10 Aug 2022 13:21:44 +0800 Subject: [PATCH 23/92] Hermite (#17) * Update README.md * Update README.md --- README.md | 10 ++++++++-- 1 file changed, 8 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 7ce6c2b..b160641 100644 --- a/README.md +++ b/README.md @@ -10,7 +10,7 @@ We proudly present Uni-Fold as a thoroughly open-source platform for developing - Easy distributed training based on [Uni-Core](https://github.com/dptech-corp/Uni-Core/), as well as other conveniences including half-precision training (`float16/bfloat16`), per-sample gradient clipping, and fused CUDA kernels. -- Convenient web server at [Hermite™](https://hermite.dp.tech/). +- Convenient web server at [Hermite™](https://hermite.dp.tech/). [More Information](#inference-on-hermite) ![case](./img/7t6u.png)

    @@ -49,7 +49,9 @@ The name Uni-Fold is inherited from our previous repository, [Uni-Fold-JAX](http ### Installing Uni-Fold -As Uni-Core needs to compile CUDA kernels in installation, we also provide a docker image to save your efforts. To use the GPU within docker you need to [install `nvidia-docker-2`](https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/install-guide.html#docker) first. Use the following command to pull the docker image: +Uni-Fold is implemented on a distributed PyTorch framework, [Uni-Core](https://github.com/dptech-corp/Uni-Core). As Uni-Core needs to compile CUDA kernels in installation which requires specific CUDA and PyTorch versions, we provide a Docker image to save potential trouble. + +To use GPUs within docker you need to [install nvidia-docker-2](https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/install-guide.html#docker) first. Use the following command to pull the docker image: ```bash docker pull dptechnology/unifold:pytorch1.11.0-cuda11.3-latest @@ -173,6 +175,10 @@ Besides the notices in the previous section, additionaly note that: 1. The model architecture should be correctly specified by the model name. 2. Checkpoints must be in Uni-Fold format (`*.pt`). +## Inference on Hermite + +We provide covenient structure prediction service on [Hermite™](https://hermite.dp.tech/), a new-generation drug design platform powered by AI, physics, and computing. Users only need to upload sequences of protein monomers and multimers to obtain the predicted structures from Uni-Fold, acompanied by various analyzing tools. [Click here](https://docs.google.com/document/d/1iFdezkKJVuhyqN3WvzsC7-422T-zf18IhP7M9CBj5gs) for more information of how to use Hermite™. + ## Citing this work If you use the code, the model parameters, the web server at [Hermite™](https://hermite.dp.tech/), or the released data of Uni-Fold as well as [Uni-Fold-JAX](https://github.com/dptech-corp/Uni-Fold-jax), please cite From 7fe51ed34010845260252b4dd9e4eb5cf8fa9ce2 Mon Sep 17 00:00:00 2001 From: Ziyao Li <36321246+ZiyaoLi@users.noreply.github.com> Date: Fri, 12 Aug 2022 13:33:13 +0800 Subject: [PATCH 24/92] save extra msa mem (#18) * optional msa col attn mask * chunk attention * fix chunk_size * code clean Co-authored-by: Guolin Ke --- unifold/config.py | 5 +++++ unifold/modules/alphafold.py | 5 +++-- unifold/modules/attentions.py | 37 +++++++++++++++++++++++++++++++---- unifold/modules/evoformer.py | 2 +- 4 files changed, 42 insertions(+), 7 deletions(-) diff --git a/unifold/config.py b/unifold/config.py index 6b5ddd6..c396973 100644 --- a/unifold/config.py +++ b/unifold/config.py @@ -529,6 +529,11 @@ def multimer(c): c.globals.alphafold_original_mode = True elif name == "model_2": pass + elif name == "model_init": + pass + elif name == "model_init_af2": + c.globals.alphafold_original_mode = True + pass elif name == "model_2_ft": recursive_set(c, "max_extra_msa", 1024) recursive_set(c, "max_msa_clusters", 512) diff --git a/unifold/modules/alphafold.py b/unifold/modules/alphafold.py index c6d8b56..2d0393a 100644 --- a/unifold/modules/alphafold.py +++ b/unifold/modules/alphafold.py @@ -259,9 +259,10 @@ def iteration_evoformer(self, feats, m_1_prev, z_prev, x_prev): if self.config.extra_msa.enabled: a = self.extra_msa_embedder(build_extra_msa_feat(feats)) - extra_msa_row_mask, extra_msa_col_mask = gen_msa_attn_mask( + extra_msa_row_mask = gen_msa_attn_mask( feats["extra_msa_mask"], inf=self.inf, + gen_col_mask=False, ) z = self.extra_msa_stack( a, @@ -270,7 +271,7 @@ def iteration_evoformer(self, feats, m_1_prev, z_prev, x_prev): chunk_size=self.globals.chunk_size, pair_mask=pair_mask, msa_row_attn_mask=extra_msa_row_mask, - msa_col_attn_mask=extra_msa_col_mask, + msa_col_attn_mask=None, tri_start_attn_mask=tri_start_attn_mask, tri_end_attn_mask=tri_end_attn_mask, ) diff --git a/unifold/modules/attentions.py b/unifold/modules/attentions.py index e4059aa..17c401b 100644 --- a/unifold/modules/attentions.py +++ b/unifold/modules/attentions.py @@ -141,10 +141,13 @@ def forward(self, x: torch.Tensor, mask: torch.Tensor) -> torch.Tensor: return self.linear_o(o) -def gen_msa_attn_mask(mask, inf): +def gen_msa_attn_mask(mask, inf, gen_col_mask=True): row_mask = gen_attn_mask(mask, -inf)[..., :, None, None, :] - col_mask = gen_attn_mask(mask.transpose(-1, -2), -inf)[..., :, None, None, :] - return row_mask, col_mask + if gen_col_mask: + col_mask = gen_attn_mask(mask.transpose(-1, -2), -inf)[..., :, None, None, :] + return row_mask, col_mask + else: + return row_mask class MSAAttention(nn.Module): @@ -183,6 +186,28 @@ def _chunk( num_batch_dims=len(m.shape[:-2]), ) + + @torch.jit.ignore + def _chunk_attn( + self, + m: torch.Tensor, + mask: Optional[torch.Tensor] = None, + bias: Optional[torch.Tensor] = None, + chunk_size: Optional[int] = 2560, + ) -> torch.Tensor: + num_chunk = (m.shape[-3] + chunk_size - 1) // chunk_size + outputs = [] + for i in range(num_chunk): + chunk_start = i * chunk_size + chunk_end = min(m.shape[-3], chunk_start + chunk_size) + cur_m = m[..., chunk_start: chunk_end , :, :] + cur_mask = mask[..., chunk_start: chunk_end, :, :, :] if mask is not None else None + outputs.append( + self.mha(q=cur_m, k=cur_m, v=cur_m, mask=cur_mask, bias=bias) + ) + return torch.concat(outputs, dim=-3) + + def forward( self, m: torch.Tensor, @@ -204,7 +229,11 @@ def forward( if chunk_size is not None: m = self._chunk(m, attn_mask, bias, chunk_size) else: - m = self.mha(q=m, k=m, v=m, mask=attn_mask, bias=bias) + attn_chunk_size = 2560 + if m.shape[-3] <= attn_chunk_size: + m = self.mha(q=m, k=m, v=m, mask=attn_mask, bias=bias) + else: + return self._chunk_attn(m, attn_mask, bias, chunk_size=attn_chunk_size) return m diff --git a/unifold/modules/evoformer.py b/unifold/modules/evoformer.py index 5c66da6..671054d 100644 --- a/unifold/modules/evoformer.py +++ b/unifold/modules/evoformer.py @@ -120,7 +120,7 @@ def forward( msa_mask: torch.Tensor, pair_mask: torch.Tensor, msa_row_attn_mask: torch.Tensor, - msa_col_attn_mask: torch.Tensor, + msa_col_attn_mask: Optional[torch.Tensor], tri_start_attn_mask: torch.Tensor, tri_end_attn_mask: torch.Tensor, chunk_size: Optional[int] = None, From 21754b8db165a83481e4b98293e60298a0de6655 Mon Sep 17 00:00:00 2001 From: Waikit Chan <37867949+BaozCWJ@users.noreply.github.com> Date: Fri, 12 Aug 2022 15:03:56 +0800 Subject: [PATCH 25/92] add the colab version of Uni-Fold (#19) * add the colab version of Uni-Fold * add the description of Uni-Fold Colab at README --- README.md | 4 +- notebooks/unifold.ipynb | 952 ++++++++++++++++++++++++++++++++++++++++ 2 files changed, 955 insertions(+), 1 deletion(-) create mode 100644 notebooks/unifold.ipynb diff --git a/README.md b/README.md index b160641..7eb5953 100644 --- a/README.md +++ b/README.md @@ -12,6 +12,8 @@ We proudly present Uni-Fold as a thoroughly open-source platform for developing - Convenient web server at [Hermite™](https://hermite.dp.tech/). [More Information](#inference-on-hermite) +- Simplified version of Uni-Fold at Google Colab: [Uni-Fold Colab](https://colab.research.google.com/github/dptech-corp/Uni-Fold/blob/main/notebooks/unifold.ipynb). + ![case](./img/7t6u.png)
    @@ -49,7 +51,7 @@ The name Uni-Fold is inherited from our previous repository, [Uni-Fold-JAX](http ### Installing Uni-Fold -Uni-Fold is implemented on a distributed PyTorch framework, [Uni-Core](https://github.com/dptech-corp/Uni-Core). As Uni-Core needs to compile CUDA kernels in installation which requires specific CUDA and PyTorch versions, we provide a Docker image to save potential trouble. +Uni-Fold is implemented on a distributed PyTorch framework, [Uni-Core](https://github.com/dptech-corp/Uni-Core). As Uni-Core needs to compile CUDA kernels in installation which requires specific CUDA and PyTorch versions, we provide a Docker image to save potential trouble. To use GPUs within docker you need to [install nvidia-docker-2](https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/install-guide.html#docker) first. Use the following command to pull the docker image: diff --git a/notebooks/unifold.ipynb b/notebooks/unifold.ipynb new file mode 100644 index 0000000..c5b85db --- /dev/null +++ b/notebooks/unifold.ipynb @@ -0,0 +1,952 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": { + "id": "jMGcXXPabEN4" + }, + "source": [ + "# Uni-Fold Colab\n", + "\n", + "This Colab notebook provide a simplified version of [Uni-Fold](https://github.com/dptech-corp/Uni-Fold/) for user to predict the structure of protein with some custom settings.\n", + "\n", + "**Limitations of Uni-Fold Colab**\n", + "\n", + "Compared with Uni-Fold, this Colab notebook uses the server provided by [ColabFold](https://github.com/sokrypton/ColabFold) for homogeneous searching. Considering the constraint of computational resources, the server use [MMSeqs2](https://github.com/soedinglab/MMseqs2.git) to search MSA and template features. Thus, the accuracy of prediction will have a drop due to the smaller MSA and lack of templates. For better performances, we recommend to use the [full open source Uni-Fold](https://github.com/dptech-corp/Uni-Fold/), or the convenient web server at [Hermite™](https://hermite.dp.tech/).\n", + "\n", + "Please note that this Colab notebook is provided as an early-access prototype and is not a finished product. It is provided for theoretical modelling only and caution should be exercised in its use. \n", + "\n", + "**Licenses**\n", + "\n", + "This Colab uses the [Uni-Fold model parameters](https://github.com/dptech-corp/Uni-Fold/#model-parameters-license) and its outputs are thus for non-commercial use only, under the Creative Commons Attribution-NonCommercial 4.0 International ([CC BY-NC 4.0](https://creativecommons.org/licenses/by-nc/4.0/legalcode)) license. The Colab itself is provided under the [Apache 2.0 license](https://www.apache.org/licenses/LICENSE-2.0). See the full license statement below.\n", + "\n", + "**More information**\n", + "\n", + "You can find more information about how Uni-Fold works in the following paper:\n", + "\n", + "* [Uni-Fold paper](https://www.biorxiv.org/content/10.1101/2022.08.04.502811v1)\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "y0Evc150bEN7" + }, + "outputs": [], + "source": [ + "#@title Install third-party software\n", + "#@markdown Please execute this cell by pressing the _Play_ button \n", + "#@markdown on the left to download and import third-party software \n", + "#@markdown in this Colab notebook. (See the [acknowledgements](https://github.com/dptech-corp/Uni-Fold/#acknowledgements) in our readme.)\n", + "\n", + "#@markdown **Note**: This installs the software on the Colab \n", + "#@markdown notebook in the cloud and not on your computer.\n", + "\n", + "!apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install -y \\\n", + " hmmer \\\n", + " kalign\n", + "\n", + "# Compile HHsuite from source.\n", + "!git clone --branch v3.3.0 https://github.com/soedinglab/hh-suite.git /tmp/hh-suite \\\n", + " && mkdir /tmp/hh-suite/build \\\n", + " && pushd /tmp/hh-suite/build \\\n", + " && cmake -DCMAKE_INSTALL_PREFIX=/opt/hhsuite .. \\\n", + " && make -j 4 && make install \\\n", + " && ln -s /opt/hhsuite/bin/* /usr/bin \\\n", + " && popd \\\n", + " && rm -rf /tmp/hh-suite\n", + "\n", + "!pip3 install py3dmol gdown" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "rETqvokYbEN9" + }, + "outputs": [], + "source": [ + "#@title Download Uni-Fold\n", + "\n", + "#@markdown Please execute this cell by pressing the *Play* button on \n", + "#@markdown the left.\n", + "\n", + "GIT_REPO = 'https://github.com/dptech-corp/Uni-Fold'\n", + "UNICORE_URL = 'https://github.com/dptech-corp/Uni-Core/releases/download/colab-whl/unicore-0.0.1a0-cp37-cp37m-linux_x86_64.whl'\n", + "PARAM_URL = 'https://drive.google.com/uc?id=1A9iXMYCwP0f_U0FgISJ_6BX7FXZtglvV'\n", + "\n", + "!wget {UNICORE_URL}\n", + "!pip3 install \"unicore-0.0.1a0-cp37-cp37m-linux_x86_64.whl\"\n", + "!git clone -b main {GIT_REPO}\n", + "!pip3 install ./Uni-Fold\n", + "!gdown {PARAM_URL}\n", + "!tar -xzf \"unifold_params_2022-08-01.tar.gz\"\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "j-xTD0QubEN-" + }, + "outputs": [], + "source": [ + "#@title Input protein sequence(s), then hit `Runtime` -> `Run all`\n", + "import os\n", + "import re\n", + "import hashlib\n", + "import random\n", + "import numpy as np\n", + "from pathlib import Path\n", + "from typing import Dict, List, Sequence, Tuple, Union, Any, Optional\n", + "\n", + "from unifold.data import residue_constants, protein\n", + "from unifold.msa.utils import divide_multi_chains\n", + "\n", + "MIN_SINGLE_SEQUENCE_LENGTH = 16\n", + "MAX_SINGLE_SEQUENCE_LENGTH = 1000\n", + "MAX_MULTIMER_LENGTH = 1000\n", + "\n", + "output_dir_base = \"./prediction\"\n", + "os.makedirs(output_dir_base, exist_ok=True)\n", + "\n", + "\n", + "def clean_and_validate_sequence(\n", + " input_sequence: str, min_length: int, max_length: int) -> str:\n", + " \"\"\"Checks that the input sequence is ok and returns a clean version of it.\"\"\"\n", + " # Remove all whitespaces, tabs and end lines; upper-case.\n", + " clean_sequence = input_sequence.translate(\n", + " str.maketrans('', '', ' \\n\\t')).upper()\n", + " aatypes = set(residue_constants.restypes) # 20 standard aatypes.\n", + " if not set(clean_sequence).issubset(aatypes):\n", + " raise ValueError(\n", + " f'Input sequence contains non-amino acid letters: '\n", + " f'{set(clean_sequence) - aatypes}. AlphaFold only supports 20 standard '\n", + " 'amino acids as inputs.')\n", + " if len(clean_sequence) < min_length:\n", + " raise ValueError(\n", + " f'Input sequence is too short: {len(clean_sequence)} amino acids, '\n", + " f'while the minimum is {min_length}')\n", + " if len(clean_sequence) > max_length:\n", + " raise ValueError(\n", + " f'Input sequence is too long: {len(clean_sequence)} amino acids, while '\n", + " f'the maximum is {max_length}. You may be able to run it with the full '\n", + " f'Uni-Fold system depending on your resources (system memory, '\n", + " f'GPU memory).')\n", + " return clean_sequence\n", + "\n", + "\n", + "def validate_input(\n", + " input_sequences: Sequence[str],\n", + " min_length: int,\n", + " max_length: int,\n", + " max_multimer_length: int) -> Tuple[Sequence[str], bool]:\n", + " \"\"\"Validates and cleans input sequences and determines which model to use.\"\"\"\n", + " sequences = []\n", + "\n", + " for input_sequence in input_sequences:\n", + " if input_sequence.strip():\n", + " input_sequence = clean_and_validate_sequence(\n", + " input_sequence=input_sequence,\n", + " min_length=min_length,\n", + " max_length=max_length)\n", + " sequences.append(input_sequence)\n", + "\n", + " if len(sequences) == 1:\n", + " print('Using the single-chain model.')\n", + " return sequences, False\n", + "\n", + " elif len(sequences) > 1:\n", + " total_multimer_length = sum([len(seq) for seq in sequences])\n", + " if total_multimer_length > max_multimer_length:\n", + " raise ValueError(f'The total length of multimer sequences is too long: '\n", + " f'{total_multimer_length}, while the maximum is '\n", + " f'{max_multimer_length}. Please use the full AlphaFold '\n", + " f'system for long multimers.')\n", + " print(f'Using the multimer model with {len(sequences)} sequences.')\n", + " return sequences, True\n", + "\n", + " else:\n", + " raise ValueError('No input amino acid sequence provided, please provide at '\n", + " 'least one sequence.')\n", + "\n", + "def add_hash(x,y):\n", + " return x+\"_\"+hashlib.sha1(y.encode()).hexdigest()[:5]\n", + "\n", + "\n", + "sequence_1 = 'LILNLRGGAFVSNTQITMADKQKKFINEIQEGDLVRSYSITDETFQQNAVTSIVKHEADQLCQINFGKQHVVCTVNHRFYDPESKLWKSVCPHPGSGISFLKKYDYLLSEEGEKLQITEIKTFTTKQPVFIYHIQVENNHNFFANGVLAHAMQVSI' #@param {type:\"string\"}\n", + "sequence_2 = '' #@param {type:\"string\"}\n", + "sequence_3 = '' #@param {type:\"string\"}\n", + "sequence_4 = '' #@param {type:\"string\"}\n", + "\n", + "use_templates = True #@param {type:\"boolean\"}\n", + "msa_mode = \"MMseqs2\" #@param [\"MMseqs2\",\"single_sequence\"]\n", + "\n", + "input_sequences = [sequence_1, sequence_2, sequence_3, sequence_4]\n", + "\n", + "jobname = 'unifold_colab' #@param {type:\"string\"}\n", + "\n", + "basejobname = \"\".join(input_sequences)\n", + "basejobname = re.sub(r'\\W+', '', basejobname)\n", + "target_id = add_hash(jobname, basejobname)\n", + "\n", + "# Validate the input.\n", + "sequences, is_multimer = validate_input(\n", + " input_sequences=input_sequences,\n", + " min_length=MIN_SINGLE_SEQUENCE_LENGTH,\n", + " max_length=MAX_SINGLE_SEQUENCE_LENGTH,\n", + " max_multimer_length=MAX_MULTIMER_LENGTH)\n", + "\n", + "descriptions = ['> '+target_id+' seq'+str(ii) for ii in range(len(sequences))]\n", + "\n", + "if is_multimer:\n", + " divide_multi_chains(target_id, output_dir_base, sequences, descriptions)\n", + " \n", + "s = []\n", + "for des, seq in zip(descriptions, sequences):\n", + " s += [des, seq]\n", + "\n", + "unique_sequences = []\n", + "[unique_sequences.append(x) for x in sequences if x not in unique_sequences]\n", + "\n", + "if len(unique_sequences)==1:\n", + " homooligomers_num = len(sequences)\n", + "else:\n", + " homooligomers_num = 1\n", + " \n", + "with open(f\"{jobname}.fasta\", \"w\") as f:\n", + " f.write(\"\\n\".join(s))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "QThPtPvlbEN_" + }, + "outputs": [], + "source": [ + "#@title Generate homogeneous features via ColabFold-MMSeqs2 server\n", + "#@markdown Acknowledge to [ColabFold](https://github.com/sokrypton/ColabFold.git)\n", + "\n", + "import tarfile\n", + "import requests\n", + "from tqdm import tqdm\n", + "import time\n", + "import logging\n", + "\n", + "from unifold.msa import templates, pipeline\n", + "from unifold.msa.tools import hhsearch\n", + "\n", + "\n", + "logger = logging.getLogger(__name__)\n", + "\n", + "TQDM_BAR_FORMAT = '{l_bar}{bar}| {n_fmt}/{total_fmt} [elapsed: {elapsed} remaining: {remaining}]'\n", + "DEFAULT_API_SERVER = \"https://api.colabfold.com\"\n", + "\n", + "def run_mmseqs2(x, prefix, use_env=True, \n", + " use_templates=False, use_pairing=False,\n", + " host_url=\"https://api.colabfold.com\") -> Tuple[List[str], List[str]]:\n", + " submission_endpoint = \"ticket/pair\" if use_pairing else \"ticket/msa\"\n", + "\n", + " def submit(seqs, mode, N=101):\n", + " n, query = N, \"\"\n", + " for seq in seqs:\n", + " query += f\">{n}\\n{seq}\\n\"\n", + " n += 1\n", + "\n", + " res = requests.post(f'{host_url}/{submission_endpoint}', data={'q':query,'mode': mode})\n", + " try:\n", + " out = res.json()\n", + " except ValueError:\n", + " logger.error(f\"Server didn't reply with json: {res.text}\")\n", + " out = {\"status\":\"ERROR\"}\n", + " return out\n", + "\n", + " def status(ID):\n", + " res = requests.get(f'{host_url}/ticket/{ID}')\n", + " try:\n", + " out = res.json()\n", + " except ValueError:\n", + " logger.error(f\"Server didn't reply with json: {res.text}\")\n", + " out = {\"status\":\"ERROR\"}\n", + " return out\n", + "\n", + " def download(ID, path):\n", + " res = requests.get(f'{host_url}/result/download/{ID}')\n", + " with open(path,\"wb\") as out: out.write(res.content)\n", + "\n", + " # process input x\n", + " seqs = [x] if isinstance(x, str) else x\n", + "\n", + " mode = \"env\"\n", + " if use_pairing:\n", + " mode = \"\"\n", + " use_templates = False\n", + " use_env = False\n", + "\n", + " # define path\n", + " path = f\"{prefix}\"\n", + " if not os.path.isdir(path): os.mkdir(path)\n", + "\n", + " # call mmseqs2 api\n", + " tar_gz_file = f'{path}/out.tar.gz'\n", + " N,REDO = 101,True\n", + "\n", + " # deduplicate and keep track of order\n", + " seqs_unique = []\n", + " #TODO this might be slow for large sets\n", + " [seqs_unique.append(x) for x in seqs if x not in seqs_unique]\n", + " Ms = [N + seqs_unique.index(seq) for seq in seqs]\n", + " # lets do it!\n", + " if not os.path.isfile(tar_gz_file):\n", + " TIME_ESTIMATE = 150 * len(seqs_unique)\n", + " with tqdm(total=TIME_ESTIMATE, bar_format=TQDM_BAR_FORMAT) as pbar:\n", + " while REDO:\n", + " pbar.set_description(\"SUBMIT\")\n", + "\n", + " # Resubmit job until it goes through\n", + " out = submit(seqs_unique, mode, N)\n", + " while out[\"status\"] in [\"UNKNOWN\", \"RATELIMIT\"]:\n", + " sleep_time = 5 + random.randint(0, 5)\n", + " logger.error(f\"Sleeping for {sleep_time}s. Reason: {out['status']}\")\n", + " # resubmit\n", + " time.sleep(sleep_time)\n", + " out = submit(seqs_unique, mode, N)\n", + "\n", + " if out[\"status\"] == \"ERROR\":\n", + " raise Exception(f'MMseqs2 API is giving errors. Please confirm your input is a valid protein sequence. If error persists, please try again an hour later.')\n", + "\n", + " if out[\"status\"] == \"MAINTENANCE\":\n", + " raise Exception(f'MMseqs2 API is undergoing maintenance. Please try again in a few minutes.')\n", + "\n", + " # wait for job to finish\n", + " ID,TIME = out[\"id\"],0\n", + " pbar.set_description(out[\"status\"])\n", + " while out[\"status\"] in [\"UNKNOWN\",\"RUNNING\",\"PENDING\"]:\n", + " t = 5 + random.randint(0,5)\n", + " logger.error(f\"Sleeping for {t}s. Reason: {out['status']}\")\n", + " time.sleep(t)\n", + " out = status(ID)\n", + " pbar.set_description(out[\"status\"])\n", + " if out[\"status\"] == \"RUNNING\":\n", + " TIME += t\n", + " pbar.update(n=t)\n", + "\n", + " if out[\"status\"] == \"COMPLETE\":\n", + " if TIME < TIME_ESTIMATE:\n", + " pbar.update(n=(TIME_ESTIMATE-TIME))\n", + " REDO = False\n", + "\n", + " if out[\"status\"] == \"ERROR\":\n", + " REDO = False\n", + " raise Exception(f'MMseqs2 API is giving errors. Please confirm your input is a valid protein sequence. If error persists, please try again an hour later.')\n", + "\n", + " # Download results\n", + " download(ID, tar_gz_file)\n", + "\n", + " # prep list of a3m files\n", + " if use_pairing:\n", + " a3m_files = [f\"{path}/pair.a3m\"]\n", + " else:\n", + " a3m_files = [f\"{path}/uniref.a3m\"]\n", + " if use_env: a3m_files.append(f\"{path}/bfd.mgnify30.metaeuk30.smag30.a3m\")\n", + "\n", + " # extract a3m files\n", + " if any(not os.path.isfile(a3m_file) for a3m_file in a3m_files):\n", + " with tarfile.open(tar_gz_file) as tar_gz:\n", + " tar_gz.extractall(path)\n", + "\n", + " # templates\n", + " if use_templates:\n", + " templates = {}\n", + "\n", + " for line in open(f\"{path}/pdb70.m8\",\"r\"):\n", + " p = line.rstrip().split()\n", + " M,pdb,qid,e_value = p[0],p[1],p[2],p[10]\n", + " M = int(M)\n", + " if M not in templates: templates[M] = []\n", + " templates[M].append(pdb)\n", + "\n", + " template_paths = {}\n", + " for k,TMPL in templates.items():\n", + " TMPL_PATH = f\"{prefix}/templates_{k}\"\n", + " if not os.path.isdir(TMPL_PATH):\n", + " os.mkdir(TMPL_PATH)\n", + " TMPL_LINE = \",\".join(TMPL[:20])\n", + " os.system(f\"curl -s -L {host_url}/template/{TMPL_LINE} | tar xzf - -C {TMPL_PATH}/\")\n", + " os.system(f\"cp {TMPL_PATH}/pdb70_a3m.ffindex {TMPL_PATH}/pdb70_cs219.ffindex\")\n", + " os.system(f\"touch {TMPL_PATH}/pdb70_cs219.ffdata\")\n", + " template_paths[k] = TMPL_PATH\n", + "\n", + " # gather a3m lines\n", + " a3m_lines = {}\n", + " for a3m_file in a3m_files:\n", + " update_M,M = True,None\n", + " for line in open(a3m_file,\"r\"):\n", + " if len(line) > 0:\n", + " if \"\\x00\" in line:\n", + " line = line.replace(\"\\x00\",\"\")\n", + " update_M = True\n", + " if line.startswith(\">\") and update_M:\n", + " M = int(line[1:].rstrip())\n", + " update_M = False\n", + " if M not in a3m_lines: a3m_lines[M] = []\n", + " a3m_lines[M].append(line)\n", + "\n", + " # return results\n", + "\n", + " a3m_lines = [\"\".join(a3m_lines[n]) for n in Ms]\n", + "\n", + " if use_templates:\n", + " template_paths_ = []\n", + " for n in Ms:\n", + " if n not in template_paths:\n", + " template_paths_.append(None)\n", + " #print(f\"{n-N}\\tno_templates_found\")\n", + " else:\n", + " template_paths_.append(template_paths[n])\n", + " template_paths = template_paths_\n", + "\n", + "\n", + " return (a3m_lines, template_paths) if use_templates else a3m_lines\n", + "\n", + "def get_null_template(\n", + " query_sequence: Union[List[str], str], num_temp: int = 1\n", + ") -> Dict[str, Any]:\n", + " ln = (\n", + " len(query_sequence)\n", + " if isinstance(query_sequence, str)\n", + " else sum(len(s) for s in query_sequence)\n", + " )\n", + " output_templates_sequence = \"A\" * ln\n", + " output_confidence_scores = np.full(ln, 1.0)\n", + "\n", + " templates_all_atom_positions = np.zeros(\n", + " (ln, templates.residue_constants.atom_type_num, 3)\n", + " )\n", + " templates_all_atom_masks = np.zeros((ln, templates.residue_constants.atom_type_num))\n", + " templates_aatype = templates.residue_constants.sequence_to_onehot(\n", + " output_templates_sequence, templates.residue_constants.HHBLITS_AA_TO_ID\n", + " )\n", + " template_features = {\n", + " \"template_all_atom_positions\": np.tile(\n", + " templates_all_atom_positions[None], [num_temp, 1, 1, 1]\n", + " ),\n", + " \"template_all_atom_masks\": np.tile(\n", + " templates_all_atom_masks[None], [num_temp, 1, 1]\n", + " ),\n", + " \"template_sequence\": [f\"none\".encode()] * num_temp,\n", + " \"template_aatype\": np.tile(np.array(templates_aatype)[None], [num_temp, 1, 1]),\n", + " \"template_confidence_scores\": np.tile(\n", + " output_confidence_scores[None], [num_temp, 1]\n", + " ),\n", + " \"template_domain_names\": [f\"none\".encode()] * num_temp,\n", + " \"template_release_date\": [f\"none\".encode()] * num_temp,\n", + " \"template_sum_probs\": np.zeros([num_temp], dtype=np.float32),\n", + " }\n", + " return template_features\n", + "\n", + "\n", + "def get_template(\n", + " a3m_lines: str, template_path: str, query_sequence: str\n", + ") -> Dict[str, Any]:\n", + " template_featurizer = templates.HhsearchHitFeaturizer(\n", + " mmcif_dir=template_path,\n", + " max_template_date=\"2100-01-01\",\n", + " max_hits=20,\n", + " kalign_binary_path=\"kalign\",\n", + " release_dates_path=None,\n", + " obsolete_pdbs_path=None,\n", + " )\n", + "\n", + " hhsearch_pdb70_runner = hhsearch.HHSearch(\n", + " binary_path=\"hhsearch\", databases=[f\"{template_path}/pdb70\"]\n", + " )\n", + "\n", + " hhsearch_result = hhsearch_pdb70_runner.query(a3m_lines)\n", + " hhsearch_hits = pipeline.parsers.parse_hhr(hhsearch_result)\n", + " templates_result = template_featurizer.get_templates(\n", + " query_sequence=query_sequence, hits=hhsearch_hits\n", + " )\n", + " return dict(templates_result.features)\n", + " \n", + "def get_msa_and_templates(\n", + " jobname: str,\n", + " query_seqs_unique: Union[str, List[str]],\n", + " result_dir: Path,\n", + " msa_mode: str,\n", + " use_templates: bool,\n", + " homooligomers_num: int = 1,\n", + " host_url: str = DEFAULT_API_SERVER,\n", + ") -> Tuple[\n", + " Optional[List[str]], Optional[List[str]], List[str], List[int], List[Dict[str, Any]]\n", + "]:\n", + " \n", + " use_env = msa_mode == \"MMseqs2\"\n", + "\n", + " template_features = []\n", + " if use_templates:\n", + " a3m_lines_mmseqs2, template_paths = run_mmseqs2(\n", + " query_seqs_unique,\n", + " str(result_dir.joinpath(jobname)),\n", + " use_env,\n", + " use_templates=True,\n", + " host_url=host_url,\n", + " )\n", + " if template_paths is None:\n", + " logger.info(\"No template detected\")\n", + " for index in range(0, len(query_seqs_unique)):\n", + " template_feature = get_null_template(query_seqs_unique[index])\n", + " template_features.append(template_feature)\n", + " else:\n", + " for index in range(0, len(query_seqs_unique)):\n", + " if template_paths[index] is not None:\n", + " template_feature = get_template(\n", + " a3m_lines_mmseqs2[index],\n", + " template_paths[index],\n", + " query_seqs_unique[index],\n", + " )\n", + " if len(template_feature[\"template_domain_names\"]) == 0:\n", + " template_feature = get_null_template(query_seqs_unique[index])\n", + " logger.info(f\"Sequence {index} found no templates\")\n", + " else:\n", + " logger.info(\n", + " f\"Sequence {index} found templates: {template_feature['template_domain_names'].astype(str).tolist()}\"\n", + " )\n", + " else:\n", + " template_feature = get_null_template(query_seqs_unique[index])\n", + " logger.info(f\"Sequence {index} found no templates\")\n", + "\n", + " template_features.append(template_feature)\n", + " else:\n", + " for index in range(0, len(query_seqs_unique)):\n", + " template_feature = get_null_template(query_seqs_unique[index])\n", + " template_features.append(template_feature)\n", + "\n", + "\n", + " if msa_mode == \"single_sequence\":\n", + " a3m_lines = []\n", + " num = 101\n", + " for i, seq in enumerate(query_seqs_unique):\n", + " a3m_lines.append(\">\" + str(num + i) + \"\\n\" + seq)\n", + " else:\n", + " # find normal a3ms\n", + " a3m_lines = run_mmseqs2(\n", + " query_seqs_unique,\n", + " str(result_dir.joinpath(jobname)),\n", + " use_env,\n", + " use_pairing=False,\n", + " host_url=host_url,\n", + " )\n", + " if len(query_seqs_unique)>1:\n", + " # find paired a3m if not a homooligomers\n", + " paired_a3m_lines = run_mmseqs2(\n", + " query_seqs_unique,\n", + " str(result_dir.joinpath(jobname)),\n", + " use_env,\n", + " use_pairing=True,\n", + " host_url=host_url,\n", + " )\n", + " else:\n", + " num = 101\n", + " paired_a3m_lines = []\n", + " for i in range(0, homooligomers_num):\n", + " paired_a3m_lines.append(\n", + " \">\" + str(num + i) + \"\\n\" + query_seqs_unique[0] + \"\\n\"\n", + " )\n", + "\n", + " return (\n", + " a3m_lines,\n", + " paired_a3m_lines,\n", + " template_features,\n", + " )\n", + "\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "RWwTgjo4bEOB" + }, + "outputs": [], + "source": [ + "#@title Process features for Uni-Fold prediction\n", + "import pickle\n", + "import gzip\n", + "from unifold.msa import parsers\n", + "from unifold.msa import pipeline\n", + "from unifold.data.utils import compress_features\n", + "from unifold.data.protein import PDB_CHAIN_IDS\n", + "\n", + "result_dir = Path(output_dir_base)\n", + "output_dir = os.path.join(output_dir_base, target_id)\n", + "\n", + "(\n", + " unpaired_msa,\n", + " paired_msa,\n", + " template_results,\n", + ") = get_msa_and_templates(\n", + " target_id,\n", + " unique_sequences,\n", + " result_dir=result_dir,\n", + " msa_mode=msa_mode,\n", + " use_templates=use_templates,\n", + " pair_mode = \"unpaired+paired\",\n", + " homooligomers_num = homooligomers_num\n", + ")\n", + "\n", + "\n", + "for idx, seq in enumerate(unique_sequences):\n", + " chain_id = PDB_CHAIN_IDS[idx]\n", + " sequence_features = pipeline.make_sequence_features(\n", + " sequence=seq, description=f'> {jobname} seq {chain_id}', num_res=len(seq)\n", + " )\n", + " monomer_msa = parsers.parse_a3m(unpaired_msa[idx])\n", + " msa_features = pipeline.make_msa_features([monomer_msa])\n", + " template_features = template_results[idx]\n", + " feature_dict = {**sequence_features, **msa_features, **template_features}\n", + " feature_dict = compress_features(feature_dict)\n", + " features_output_path = os.path.join(\n", + " output_dir, \"{}.feature.pkl.gz\".format(chain_id)\n", + " )\n", + " pickle.dump(\n", + " feature_dict, \n", + " gzip.GzipFile(features_output_path, \"wb\"), \n", + " protocol=4\n", + " )\n", + " if is_multimer:\n", + " multimer_msa = parsers.parse_a3m(paired_msa[idx])\n", + " pair_features = pipeline.make_msa_features([multimer_msa])\n", + " pair_feature_dict = compress_features(pair_features)\n", + " uniprot_output_path = os.path.join(\n", + " output_dir, \"{}.uniprot.pkl.gz\".format(chain_id)\n", + " )\n", + " pickle.dump(\n", + " pair_feature_dict,\n", + " gzip.GzipFile(uniprot_output_path, \"wb\"),\n", + " protocol=4,\n", + " )\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "RJUxaO7Ofw1L" + }, + "outputs": [], + "source": [ + "#@title Uni-Fold prediction\n", + "\n", + "import torch\n", + "import json\n", + "from unifold.config import model_config\n", + "from unifold.modules.alphafold import AlphaFold\n", + "from unifold.dataset import load_and_process, UnifoldDataset\n", + "from unicore.utils import (\n", + " tensor_tree_map,\n", + ")\n", + "\n", + "def automatic_chunk_size(seq_len):\n", + " if seq_len < 512:\n", + " chunk_size = 256\n", + " elif seq_len < 1024:\n", + " chunk_size = 128\n", + " elif seq_len < 2048:\n", + " chunk_size = 32\n", + " elif seq_len < 3072:\n", + " chunk_size = 16\n", + " else:\n", + " chunk_size = 1\n", + " return chunk_size\n", + "\n", + "\n", + "def load_feature_for_one_target(\n", + " config, data_folder, seed=0, is_multimer=False, use_uniprot=False\n", + "):\n", + " if not is_multimer:\n", + " uniprot_msa_dir = None\n", + " sequence_ids = [\"A\"]\n", + " if use_uniprot:\n", + " uniprot_msa_dir = data_folder\n", + "\n", + " else:\n", + " uniprot_msa_dir = data_folder\n", + " sequence_ids = open(os.path.join(data_folder, \"chains.txt\")).readline().split()\n", + " batch, _ = load_and_process(\n", + " config=config.data,\n", + " mode=\"predict\",\n", + " seed=seed,\n", + " batch_idx=None,\n", + " data_idx=0,\n", + " is_distillation=False,\n", + " sequence_ids=sequence_ids,\n", + " monomer_feature_dir=data_folder,\n", + " uniprot_msa_dir=uniprot_msa_dir,\n", + " )\n", + " batch = UnifoldDataset.collater([batch])\n", + " return batch\n", + "\n", + "if is_multimer:\n", + " model_name = \"multimer_ft\"\n", + " param_path = \"./multimer.unifold.pt\"\n", + "else:\n", + " model_name = \"model_2_ft\"\n", + " param_path = \"./monomer.unifold.pt\"\n", + "\n", + "max_recycling_iters = 3 #@param {type:\"integer\"}\n", + "num_ensembles = 2 #@param {type:\"integer\"}\n", + "manual_seed = 42 #@param {type:\"integer\"}\n", + "times = 3 #@param {type:\"integer\"}\n", + "\n", + "config = model_config(model_name)\n", + "config.data.common.max_recycling_iters = max_recycling_iters\n", + "config.globals.max_recycling_iters = max_recycling_iters\n", + "config.data.predict.num_ensembles = num_ensembles\n", + "\n", + "# faster prediction with large chunk\n", + "config.globals.chunk_size = 128\n", + "model = AlphaFold(config)\n", + "print(\"start to load params {}\".format(param_path))\n", + "state_dict = torch.load(param_path)[\"ema\"][\"params\"]\n", + "state_dict = {\".\".join(k.split(\".\")[1:]): v for k, v in state_dict.items()}\n", + "model.load_state_dict(state_dict)\n", + "model = model.to(\"cuda:0\")\n", + "model.eval()\n", + "\n", + "# data path is based on target_name\n", + "cur_param_path_postfix = os.path.split(param_path)[-1]\n", + "\n", + "print(\"start to predict {}\".format(target_id))\n", + "plddts = {}\n", + "ptms = {}\n", + "best_protein = None\n", + "best_score = 0\n", + "best_plddt = None\n", + "best_pae = None\n", + "\n", + "for seed in range(times):\n", + " cur_seed = hash((manual_seed, seed)) % 100000\n", + " batch = load_feature_for_one_target(\n", + " config,\n", + " output_dir,\n", + " cur_seed,\n", + " is_multimer=is_multimer,\n", + " use_uniprot=is_multimer,\n", + " )\n", + " seq_len = batch[\"aatype\"].shape[-1]\n", + " model.globals.chunk_size = automatic_chunk_size(seq_len)\n", + "\n", + " with torch.no_grad():\n", + " batch = {\n", + " k: torch.as_tensor(v, device=\"cuda:0\")\n", + " for k, v in batch.items()\n", + " }\n", + " shapes = {k: v.shape for k, v in batch.items()}\n", + " print(shapes)\n", + " t = time.perf_counter()\n", + " out = model(batch)\n", + " print(f\"Inference time: {time.perf_counter() - t}\")\n", + "\n", + " def to_float(x):\n", + " if x.dtype == torch.bfloat16 or x.dtype == torch.half:\n", + " return x.float()\n", + " else:\n", + " return x\n", + "\n", + " # Toss out the recycling dimensions --- we don't need them anymore\n", + " batch = tensor_tree_map(lambda t: t[-1, 0, ...], batch)\n", + " batch = tensor_tree_map(to_float, batch)\n", + " out = tensor_tree_map(lambda t: t[0, ...], out)\n", + " out = tensor_tree_map(to_float, out)\n", + " batch = tensor_tree_map(lambda x: np.array(x.cpu()), batch)\n", + " out = tensor_tree_map(lambda x: np.array(x.cpu()), out)\n", + "\n", + " plddt = out[\"plddt\"]\n", + " mean_plddt = np.mean(plddt)\n", + " plddt_b_factors = np.repeat(\n", + " plddt[..., None], residue_constants.atom_type_num, axis=-1\n", + " )\n", + " # TODO: , may need to reorder chains, based on entity_ids\n", + " cur_protein = protein.from_prediction(\n", + " features=batch, result=out, b_factors=plddt_b_factors\n", + " )\n", + " cur_save_name = (\n", + " f\"{cur_param_path_postfix}_{cur_seed}\"\n", + " )\n", + " plddts[cur_save_name] = str(mean_plddt)\n", + " if is_multimer:\n", + " ptms[cur_save_name] = str(np.mean(out[\"iptm+ptm\"]))\n", + " with open(os.path.join(output_dir, cur_save_name + '.pdb'), \"w\") as f:\n", + " f.write(protein.to_pdb(cur_protein))\n", + "\n", + " if is_multimer:\n", + " mean_ptm = np.mean(out[\"iptm+ptm\"])\n", + " if mean_ptm>best_score:\n", + " best_protein = cur_protein\n", + " best_pae = out[\"predicted_aligned_error\"]\n", + " best_plddt = out[\"plddt\"]\n", + " best_score = mean_ptm\n", + " else:\n", + " if mean_plddt>best_score:\n", + " best_protein = cur_protein\n", + " best_plddt = out[\"plddt\"]\n", + " best_score = mean_plddt\n", + "\n", + "print(\"plddts\", plddts)\n", + "score_name = f\"{model_name}_{cur_param_path_postfix}\"\n", + "plddt_fname = score_name + \"_plddt.json\"\n", + "json.dump(plddts, open(os.path.join(output_dir, plddt_fname), \"w\"), indent=4)\n", + "if ptms:\n", + " print(\"ptms\", ptms)\n", + " ptm_fname = score_name + \"_ptm.json\"\n", + " json.dump(ptms, open(os.path.join(output_dir, ptm_fname), \"w\"), indent=4)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "kryWdmg0jZwT" + }, + "outputs": [], + "source": [ + "#@title Show the protein structure\n", + "\n", + "# Construct multiclass b-factors to indicate confidence bands\n", + "# 0=very low, 1=low, 2=confident, 3=very high\n", + "# Color bands for visualizing plddt\n", + "import py3Dmol\n", + "import matplotlib.pyplot as plt\n", + "from matplotlib.colors import LinearSegmentedColormap\n", + "from IPython import display\n", + "from ipywidgets import GridspecLayout\n", + "from ipywidgets import Output\n", + "\n", + "\n", + "show_sidechains = False #@param {type:\"boolean\"}\n", + "\n", + "to_visualize_pdb = protein.to_pdb(best_protein)\n", + "\n", + "PLDDT_BANDS = [(0., 0.50, '#FF7D45'),\n", + " (0.50, 0.70, '#FFDB13'),\n", + " (0.70, 0.90, '#65CBF3'),\n", + " (0.90, 1.00, '#0053D6')]\n", + "\n", + "\n", + "# --- Visualise the prediction & confidence ---\n", + "def plot_plddt_legend():\n", + " \"\"\"Plots the legend for pLDDT.\"\"\"\n", + " thresh = ['Very low (pLDDT < 50)',\n", + " 'Low (70 > pLDDT > 50)',\n", + " 'Confident (90 > pLDDT > 70)',\n", + " 'Very high (pLDDT > 90)']\n", + "\n", + " colors = [x[2] for x in PLDDT_BANDS]\n", + "\n", + " plt.figure(figsize=(2, 2))\n", + " for c in colors:\n", + " plt.bar(0, 0, color=c)\n", + " plt.legend(thresh, frameon=False, loc='center', fontsize=20)\n", + " plt.xticks([])\n", + " plt.yticks([])\n", + " ax = plt.gca()\n", + " ax.spines['right'].set_visible(False)\n", + " ax.spines['top'].set_visible(False)\n", + " ax.spines['left'].set_visible(False)\n", + " ax.spines['bottom'].set_visible(False)\n", + " plt.title('Model Confidence', fontsize=20, pad=20)\n", + " return plt\n", + "\n", + "\n", + "if is_multimer:\n", + " multichain_view = py3Dmol.view(width=800, height=600)\n", + " multichain_view.addModelsAsFrames(to_visualize_pdb)\n", + " multichain_style = {'cartoon': {'colorscheme': 'chain'}}\n", + " multichain_view.setStyle({'model': -1}, multichain_style)\n", + " multichain_view.zoomTo()\n", + " multichain_view.show()\n", + "\n", + "# Color the structure by per-residue pLDDT\n", + "view = py3Dmol.view(width=800, height=600)\n", + "view.addModelsAsFrames(to_visualize_pdb)\n", + "style = {'cartoon': {'colorscheme': {'prop':'b','gradient': 'roygb','min':0.5,'max':0.9}}}\n", + "if show_sidechains:\n", + " style['stick'] = {}\n", + "view.setStyle({'model':-1}, style)\n", + "view.zoomTo()\n", + "\n", + "grid = GridspecLayout(1, 2)\n", + "out = Output()\n", + "with out:\n", + " view.show()\n", + "grid[0, 0] = out\n", + "\n", + "out = Output()\n", + "with out:\n", + " plot_plddt_legend().show()\n", + "grid[0, 1] = out\n", + "\n", + "display.display(grid)\n", + "\n", + "# Display pLDDT and predicted aligned error (if output by the model).\n", + "if is_multimer:\n", + " num_plots = 2\n", + "else:\n", + " num_plots = 1\n", + "\n", + "plt.figure(figsize=[8 * num_plots , 6])\n", + "plt.subplot(1, num_plots, 1)\n", + "plt.plot(plddt*100)\n", + "plt.title('Predicted LDDT')\n", + "plt.xlabel('Residue')\n", + "plt.ylabel('pLDDT')\n", + "\n", + "if num_plots == 2:\n", + " plt.subplot(1, 2, 2)\n", + " max_pae = np.max(best_pae)\n", + " colors = ['#0F006F','#245AE6','#55CCFF','#FFFFFF']\n", + "\n", + " cmap = LinearSegmentedColormap.from_list('mymap', colors)\n", + " im = plt.imshow(best_pae, vmin=0., vmax=max_pae, cmap=cmap)\n", + " plt.colorbar(im, fraction=0.046, pad=0.04)\n", + "\n", + " # Display lines at chain boundaries.\n", + " total_num_res = best_protein.residue_index.shape[-1]\n", + " chain_ids = best_protein.chain_index\n", + " for chain_boundary in np.nonzero(chain_ids[:-1] - chain_ids[1:]):\n", + " if chain_boundary.size:\n", + " plt.plot([0, total_num_res], [chain_boundary, chain_boundary], color='red')\n", + " plt.plot([chain_boundary, chain_boundary], [0, total_num_res], color='red')\n", + "\n", + " plt.title('Predicted Aligned Error')\n", + " plt.xlabel('Scored residue')\n", + " plt.ylabel('Aligned residue')" + ] + } + ], + "metadata": { + "accelerator": "GPU", + "colab": { + "collapsed_sections": [], + "name": "unifold.ipynb", + "provenance": [] + }, + "gpuClass": "standard", + "kernelspec": { + "display_name": "Python 3.8", + "language": "python", + "name": "python3" + }, + "language_info": { + "name": "python" + } + }, + "nbformat": 4, + "nbformat_minor": 0 +} From adb011d62eca425f70367ab8b6cf41bc58764ee7 Mon Sep 17 00:00:00 2001 From: Waikit Chan <37867949+BaozCWJ@users.noreply.github.com> Date: Fri, 12 Aug 2022 15:53:26 +0800 Subject: [PATCH 26/92] fix the error of unexpected keyword argument in unifold.ipynb (#21) --- notebooks/unifold.ipynb | 1 - 1 file changed, 1 deletion(-) diff --git a/notebooks/unifold.ipynb b/notebooks/unifold.ipynb index c5b85db..137e3e6 100644 --- a/notebooks/unifold.ipynb +++ b/notebooks/unifold.ipynb @@ -596,7 +596,6 @@ " result_dir=result_dir,\n", " msa_mode=msa_mode,\n", " use_templates=use_templates,\n", - " pair_mode = \"unpaired+paired\",\n", " homooligomers_num = homooligomers_num\n", ")\n", "\n", From cf6cb27dac675754dd25216af02b1fca105bddd2 Mon Sep 17 00:00:00 2001 From: Waikit Chan <37867949+BaozCWJ@users.noreply.github.com> Date: Fri, 12 Aug 2022 17:42:31 +0800 Subject: [PATCH 27/92] hide the code blocks for default setting (#22) --- notebooks/unifold.ipynb | 21 ++++++++++++++------- 1 file changed, 14 insertions(+), 7 deletions(-) diff --git a/notebooks/unifold.ipynb b/notebooks/unifold.ipynb index 137e3e6..bef25ce 100644 --- a/notebooks/unifold.ipynb +++ b/notebooks/unifold.ipynb @@ -31,7 +31,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "id": "y0Evc150bEN7" + "id": "y0Evc150bEN7", + "cellView": "form" }, "outputs": [], "source": [ @@ -64,7 +65,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "id": "rETqvokYbEN9" + "id": "rETqvokYbEN9", + "cellView": "form" }, "outputs": [], "source": [ @@ -89,7 +91,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "id": "j-xTD0QubEN-" + "id": "j-xTD0QubEN-", + "cellView": "form" }, "outputs": [], "source": [ @@ -224,7 +227,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "id": "QThPtPvlbEN_" + "id": "QThPtPvlbEN_", + "cellView": "form" }, "outputs": [], "source": [ @@ -571,7 +575,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "id": "RWwTgjo4bEOB" + "id": "RWwTgjo4bEOB", + "cellView": "form" }, "outputs": [], "source": [ @@ -636,7 +641,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "id": "RJUxaO7Ofw1L" + "id": "RJUxaO7Ofw1L", + "cellView": "form" }, "outputs": [], "source": [ @@ -811,7 +817,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "id": "kryWdmg0jZwT" + "id": "kryWdmg0jZwT", + "cellView": "form" }, "outputs": [], "source": [ From 89f8efb737b66e10ed0a0971c61032a75782cdc6 Mon Sep 17 00:00:00 2001 From: Guolin Ke Date: Fri, 12 Aug 2022 19:28:00 +0800 Subject: [PATCH 28/92] add citation --- notebooks/unifold.ipynb | 41 +++++++++++++++++++++++++---------------- 1 file changed, 25 insertions(+), 16 deletions(-) diff --git a/notebooks/unifold.ipynb b/notebooks/unifold.ipynb index bef25ce..2266a5c 100644 --- a/notebooks/unifold.ipynb +++ b/notebooks/unifold.ipynb @@ -12,7 +12,7 @@ "\n", "**Limitations of Uni-Fold Colab**\n", "\n", - "Compared with Uni-Fold, this Colab notebook uses the server provided by [ColabFold](https://github.com/sokrypton/ColabFold) for homogeneous searching. Considering the constraint of computational resources, the server use [MMSeqs2](https://github.com/soedinglab/MMseqs2.git) to search MSA and template features. Thus, the accuracy of prediction will have a drop due to the smaller MSA and lack of templates. For better performances, we recommend to use the [full open source Uni-Fold](https://github.com/dptech-corp/Uni-Fold/), or the convenient web server at [Hermite™](https://hermite.dp.tech/).\n", + "Compared with Uni-Fold, this Colab notebook uses the server provided by [ColabFold](https://github.com/sokrypton/ColabFold) for homogeneous searching. Considering the constraint of computational resources, the server use [MMSeqs2](https://github.com/soedinglab/MMseqs2.git) to search MSA and template features. For better consistent with the original AlphaFold and AlphaFold-Multimer, we recommend using the [full open source Uni-Fold](https://github.com/dptech-corp/Uni-Fold/), or the convenient web server at [Hermite™](https://hermite.dp.tech/).\n", "\n", "Please note that this Colab notebook is provided as an early-access prototype and is not a finished product. It is provided for theoretical modelling only and caution should be exercised in its use. \n", "\n", @@ -24,15 +24,24 @@ "\n", "You can find more information about how Uni-Fold works in the following paper:\n", "\n", - "* [Uni-Fold paper](https://www.biorxiv.org/content/10.1101/2022.08.04.502811v1)\n" + "* [Uni-Fold paper](https://www.biorxiv.org/content/10.1101/2022.08.04.502811v1)\n", + "\n", + "**Citations**\n", + "\n", + "Please cite following papers if you use this notebook:\n", + "\n", + "* Jumper et al. \"[Highly accurate protein structure prediction with AlphaFold.](https://doi.org/10.1038/s41586-021-03819-2)\" Nature (2021)\n", + "* Evans et al. \"[Protein complex prediction with AlphaFold-Multimer.](https://www.biorxiv.org/content/10.1101/2021.10.04.463034v1)\" biorxiv (2021)\n", + "* Mirdita M, Schütze K, Moriwaki Y, Heo L, Ovchinnikov S and Steinegger M. \"[ColabFold: Making protein folding accessible to all.](https://www.nature.com/articles/s41592-022-01488-1)\" Nature Methods (2022) \n", + "* Ziyao Li, Xuyang Liu, Weijie Chen, Fan Shen, Hangrui Bi, Guolin Ke, Linfeng Zhang. \"[Uni-Fold: An Open-Source Platform for Developing Protein Folding Models beyond AlphaFold.](https://www.biorxiv.org/content/10.1101/2022.08.04.502811v1)\" biorxiv (2022)\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": { - "id": "y0Evc150bEN7", - "cellView": "form" + "cellView": "form", + "id": "y0Evc150bEN7" }, "outputs": [], "source": [ @@ -65,8 +74,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "id": "rETqvokYbEN9", - "cellView": "form" + "cellView": "form", + "id": "rETqvokYbEN9" }, "outputs": [], "source": [ @@ -91,8 +100,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "id": "j-xTD0QubEN-", - "cellView": "form" + "cellView": "form", + "id": "j-xTD0QubEN-" }, "outputs": [], "source": [ @@ -227,8 +236,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "id": "QThPtPvlbEN_", - "cellView": "form" + "cellView": "form", + "id": "QThPtPvlbEN_" }, "outputs": [], "source": [ @@ -575,8 +584,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "id": "RWwTgjo4bEOB", - "cellView": "form" + "cellView": "form", + "id": "RWwTgjo4bEOB" }, "outputs": [], "source": [ @@ -641,8 +650,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "id": "RJUxaO7Ofw1L", - "cellView": "form" + "cellView": "form", + "id": "RJUxaO7Ofw1L" }, "outputs": [], "source": [ @@ -817,8 +826,8 @@ "cell_type": "code", "execution_count": null, "metadata": { - "id": "kryWdmg0jZwT", - "cellView": "form" + "cellView": "form", + "id": "kryWdmg0jZwT" }, "outputs": [], "source": [ From ffe132ced07d6661237407728a15c90a772d83bb Mon Sep 17 00:00:00 2001 From: Guolin Ke Date: Fri, 12 Aug 2022 19:34:26 +0800 Subject: [PATCH 29/92] update the license in colab notebook --- notebooks/unifold.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/notebooks/unifold.ipynb b/notebooks/unifold.ipynb index 2266a5c..941e6a2 100644 --- a/notebooks/unifold.ipynb +++ b/notebooks/unifold.ipynb @@ -18,7 +18,7 @@ "\n", "**Licenses**\n", "\n", - "This Colab uses the [Uni-Fold model parameters](https://github.com/dptech-corp/Uni-Fold/#model-parameters-license) and its outputs are thus for non-commercial use only, under the Creative Commons Attribution-NonCommercial 4.0 International ([CC BY-NC 4.0](https://creativecommons.org/licenses/by-nc/4.0/legalcode)) license. The Colab itself is provided under the [Apache 2.0 license](https://www.apache.org/licenses/LICENSE-2.0). See the full license statement below.\n", + "This Colab uses the [Uni-Fold model parameters](https://github.com/dptech-corp/Uni-Fold/#model-parameters-license) and its outputs are under the terms of the Creative Commons Attribution 4.0 International (CC BY 4.0) license. You can find details at: https://creativecommons.org/licenses/by/4.0/legalcode. The Colab itself is provided under the [Apache 2.0 license](https://www.apache.org/licenses/LICENSE-2.0).\n", "\n", "**More information**\n", "\n", From 94fffd8275c07bba998c3dd91f683543cd018f0d Mon Sep 17 00:00:00 2001 From: Waikit Chan <37867949+BaozCWJ@users.noreply.github.com> Date: Fri, 12 Aug 2022 21:07:39 +0800 Subject: [PATCH 30/92] fix the error about pair.a3m (#24) --- notebooks/unifold.ipynb | 6 +----- 1 file changed, 1 insertion(+), 5 deletions(-) diff --git a/notebooks/unifold.ipynb b/notebooks/unifold.ipynb index 941e6a2..4270f5e 100644 --- a/notebooks/unifold.ipynb +++ b/notebooks/unifold.ipynb @@ -305,7 +305,7 @@ " if not os.path.isdir(path): os.mkdir(path)\n", "\n", " # call mmseqs2 api\n", - " tar_gz_file = f'{path}/out.tar.gz'\n", + " tar_gz_file = f'{path}/out_{mode}.tar.gz'\n", " N,REDO = 101,True\n", "\n", " # deduplicate and keep track of order\n", @@ -453,11 +453,7 @@ " ),\n", " \"template_sequence\": [f\"none\".encode()] * num_temp,\n", " \"template_aatype\": np.tile(np.array(templates_aatype)[None], [num_temp, 1, 1]),\n", - " \"template_confidence_scores\": np.tile(\n", - " output_confidence_scores[None], [num_temp, 1]\n", - " ),\n", " \"template_domain_names\": [f\"none\".encode()] * num_temp,\n", - " \"template_release_date\": [f\"none\".encode()] * num_temp,\n", " \"template_sum_probs\": np.zeros([num_temp], dtype=np.float32),\n", " }\n", " return template_features\n", From 58fedb1aa12c39f7b5c6211f38961fd3bd8838ff Mon Sep 17 00:00:00 2001 From: Waikit Chan <37867949+BaozCWJ@users.noreply.github.com> Date: Fri, 12 Aug 2022 21:56:07 +0800 Subject: [PATCH 31/92] add the section of download for colab notebook (#25) * add the section of download for colab notebook * add the section of download for colab notebook * modify the section of download for colab notebook --- notebooks/unifold.ipynb | 39 ++++++++++++++++++++++++++++++++++++++- 1 file changed, 38 insertions(+), 1 deletion(-) diff --git a/notebooks/unifold.ipynb b/notebooks/unifold.ipynb index 4270f5e..a41bd06 100644 --- a/notebooks/unifold.ipynb +++ b/notebooks/unifold.ipynb @@ -841,6 +841,7 @@ "\n", "\n", "show_sidechains = False #@param {type:\"boolean\"}\n", + "dpi = 100 #@param {type:\"integer\"}\n", "\n", "to_visualize_pdb = protein.to_pdb(best_protein)\n", "\n", @@ -917,6 +918,10 @@ "plt.title('Predicted LDDT')\n", "plt.xlabel('Residue')\n", "plt.ylabel('pLDDT')\n", + "plt.grid()\n", + "plddt_svg_path = os.path.join(output_dir, 'plddt.svg')\n", + "plt.savefig(plddt_svg_path, dpi=dpi, bbox_inches='tight')\n", + "\n", "\n", "if num_plots == 2:\n", " plt.subplot(1, 2, 2)\n", @@ -937,7 +942,39 @@ "\n", " plt.title('Predicted Aligned Error')\n", " plt.xlabel('Scored residue')\n", - " plt.ylabel('Aligned residue')" + " plt.ylabel('Aligned residue')\n", + " pae_svg_path = os.path.join(output_dir, 'pae.svg')\n", + " plt.savefig(pae_svg_path, dpi=dpi, bbox_inches='tight')\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {"cellView": "form"}, + "outputs": [], + "source": [ + "#@title Download the prediction\n", + "#@markdown **The content of zip file**:\n", + "#@markdown 1. PDB formatted structures\n", + "#@markdown 2. Json file of the model quality (pLDDT and pTM for multimer)\n", + "#@markdown 2. Plots of the model quality (pLDDT and PAE for multimer)\n", + "\n", + "from google.colab import files\n", + "\n", + "\n", + "plddt_file = os.path.join(output_dir, plddt_fname)\n", + "\n", + "pdb_files = [os.path.join(output_dir, pdb_name + '.pdb') for pdb_name in plddts]\n", + "file_lists = pdb_files + [\n", + " plddt_file, plddt_svg_path\n", + "]\n", + "if is_multimer:\n", + " ptm_file = os.path.join(output_dir, ptm_fname)\n", + " file_lists.append(ptm_file)\n", + " file_lists.append(pae_svg_path)\n", + "\n", + "!zip -q {target_id}.zip {\" \".join(file_lists)}\n", + "files.download(f'{target_id}.zip')" ] } ], From 931703dc80ebe8ed9664a1c7804b5cb3c34253f4 Mon Sep 17 00:00:00 2001 From: Guolin Ke Date: Fri, 12 Aug 2022 23:15:12 +0800 Subject: [PATCH 32/92] Update unifold.ipynb --- notebooks/unifold.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/notebooks/unifold.ipynb b/notebooks/unifold.ipynb index a41bd06..c6bf1a0 100644 --- a/notebooks/unifold.ipynb +++ b/notebooks/unifold.ipynb @@ -12,7 +12,7 @@ "\n", "**Limitations of Uni-Fold Colab**\n", "\n", - "Compared with Uni-Fold, this Colab notebook uses the server provided by [ColabFold](https://github.com/sokrypton/ColabFold) for homogeneous searching. Considering the constraint of computational resources, the server use [MMSeqs2](https://github.com/soedinglab/MMseqs2.git) to search MSA and template features. For better consistent with the original AlphaFold and AlphaFold-Multimer, we recommend using the [full open source Uni-Fold](https://github.com/dptech-corp/Uni-Fold/), or the convenient web server at [Hermite™](https://hermite.dp.tech/).\n", + "Compared with Uni-Fold, this Colab notebook uses the server provided by [ColabFold](https://github.com/sokrypton/ColabFold) for homogeneous searching. Considering the constraint of computational resources, the server use [MMSeqs2](https://github.com/soedinglab/MMseqs2.git) to search MSA and template features. For more consistent with the original AlphaFold and AlphaFold-Multimer, we recommend using the [full open source Uni-Fold](https://github.com/dptech-corp/Uni-Fold/), or the convenient web server at [Hermite™](https://hermite.dp.tech/).\n", "\n", "Please note that this Colab notebook is provided as an early-access prototype and is not a finished product. It is provided for theoretical modelling only and caution should be exercised in its use. \n", "\n", From dd4ad8fa881a8a4013fad3fe15fc54942a67c0c8 Mon Sep 17 00:00:00 2001 From: Guolin Ke Date: Fri, 12 Aug 2022 23:23:21 +0800 Subject: [PATCH 33/92] Update unifold.ipynb --- notebooks/unifold.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/notebooks/unifold.ipynb b/notebooks/unifold.ipynb index c6bf1a0..2380750 100644 --- a/notebooks/unifold.ipynb +++ b/notebooks/unifold.ipynb @@ -12,7 +12,7 @@ "\n", "**Limitations of Uni-Fold Colab**\n", "\n", - "Compared with Uni-Fold, this Colab notebook uses the server provided by [ColabFold](https://github.com/sokrypton/ColabFold) for homogeneous searching. Considering the constraint of computational resources, the server use [MMSeqs2](https://github.com/soedinglab/MMseqs2.git) to search MSA and template features. For more consistent with the original AlphaFold and AlphaFold-Multimer, we recommend using the [full open source Uni-Fold](https://github.com/dptech-corp/Uni-Fold/), or the convenient web server at [Hermite™](https://hermite.dp.tech/).\n", + "Compared with Uni-Fold, this Colab notebook uses the server provided by [ColabFold](https://github.com/sokrypton/ColabFold) for homogeneous searching. Considering the constraint of computational resources, the server use [MMSeqs2](https://github.com/soedinglab/MMseqs2.git) to search MSA and template features. For more consistent with the original AlphaFold and AlphaFold-Multimer, you can use the [full open source Uni-Fold](https://github.com/dptech-corp/Uni-Fold/), or the convenient web server at [Hermite™](https://hermite.dp.tech/).\n", "\n", "Please note that this Colab notebook is provided as an early-access prototype and is not a finished product. It is provided for theoretical modelling only and caution should be exercised in its use. \n", "\n", From 5daf108656b7e51b865a16cf498524e3c41301f5 Mon Sep 17 00:00:00 2001 From: Guolin Ke Date: Fri, 12 Aug 2022 23:46:39 +0800 Subject: [PATCH 34/92] refine notebook descriptions --- notebooks/unifold.ipynb | 14 +++++++------- 1 file changed, 7 insertions(+), 7 deletions(-) diff --git a/notebooks/unifold.ipynb b/notebooks/unifold.ipynb index 2380750..9dd7a21 100644 --- a/notebooks/unifold.ipynb +++ b/notebooks/unifold.ipynb @@ -8,13 +8,11 @@ "source": [ "# Uni-Fold Colab\n", "\n", - "This Colab notebook provide a simplified version of [Uni-Fold](https://github.com/dptech-corp/Uni-Fold/) for user to predict the structure of protein with some custom settings.\n", + "This Colab notebook provides an online runnable version of [Uni-Fold](https://github.com/dptech-corp/Uni-Fold/) for users to predict the structure of a protein, single chain or multimer, with custom settings.\n", "\n", - "**Limitations of Uni-Fold Colab**\n", + "Thanks to [MMSeqs2](https://github.com/soedinglab/MMseqs2.git)-based) and the server by [ColabFold](https://github.com/sokrypton/ColabFold), the efficient homogeneous searching is very fast in this notebook. If you want more consistent results with the original AlphaFold and AlphaFold-Multimer, you can use the [full open source Uni-Fold](https://github.com/dptech-corp/Uni-Fold/), or the convenient web server at [Hermite™](https://hermite.dp.tech/).\n", "\n", - "Compared with Uni-Fold, this Colab notebook uses the server provided by [ColabFold](https://github.com/sokrypton/ColabFold) for homogeneous searching. Considering the constraint of computational resources, the server use [MMSeqs2](https://github.com/soedinglab/MMseqs2.git) to search MSA and template features. For more consistent with the original AlphaFold and AlphaFold-Multimer, you can use the [full open source Uni-Fold](https://github.com/dptech-corp/Uni-Fold/), or the convenient web server at [Hermite™](https://hermite.dp.tech/).\n", - "\n", - "Please note that this Colab notebook is provided as an early-access prototype and is not a finished product. It is provided for theoretical modelling only and caution should be exercised in its use. \n", + "Please note that this Colab notebook is not a finished product and is provided as an early-access prototype. It is provided for theoretical modeling only and caution should be exercised in its use. \n", "\n", "**Licenses**\n", "\n", @@ -28,7 +26,7 @@ "\n", "**Citations**\n", "\n", - "Please cite following papers if you use this notebook:\n", + "Please cite the following papers if you use this notebook:\n", "\n", "* Jumper et al. \"[Highly accurate protein structure prediction with AlphaFold.](https://doi.org/10.1038/s41586-021-03819-2)\" Nature (2021)\n", "* Evans et al. \"[Protein complex prediction with AlphaFold-Multimer.](https://www.biorxiv.org/content/10.1101/2021.10.04.463034v1)\" biorxiv (2021)\n", @@ -950,7 +948,9 @@ { "cell_type": "code", "execution_count": null, - "metadata": {"cellView": "form"}, + "metadata": { + "cellView": "form" + }, "outputs": [], "source": [ "#@title Download the prediction\n", From b418f7288b4b91567a1c7da6aafdbbb481bbbc9e Mon Sep 17 00:00:00 2001 From: Guolin Ke Date: Fri, 12 Aug 2022 23:48:41 +0800 Subject: [PATCH 35/92] fix typo in notebook --- notebooks/unifold.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/notebooks/unifold.ipynb b/notebooks/unifold.ipynb index 9dd7a21..5ca7bbc 100644 --- a/notebooks/unifold.ipynb +++ b/notebooks/unifold.ipynb @@ -10,7 +10,7 @@ "\n", "This Colab notebook provides an online runnable version of [Uni-Fold](https://github.com/dptech-corp/Uni-Fold/) for users to predict the structure of a protein, single chain or multimer, with custom settings.\n", "\n", - "Thanks to [MMSeqs2](https://github.com/soedinglab/MMseqs2.git)-based) and the server by [ColabFold](https://github.com/sokrypton/ColabFold), the efficient homogeneous searching is very fast in this notebook. If you want more consistent results with the original AlphaFold and AlphaFold-Multimer, you can use the [full open source Uni-Fold](https://github.com/dptech-corp/Uni-Fold/), or the convenient web server at [Hermite™](https://hermite.dp.tech/).\n", + "Thanks to [MMSeqs2](https://github.com/soedinglab/MMseqs2.git) and the server provided by [ColabFold](https://github.com/sokrypton/ColabFold), the homogeneous searching is very fast in this notebook. If you want more consistent results with the original AlphaFold and AlphaFold-Multimer, you can use the [full open source Uni-Fold](https://github.com/dptech-corp/Uni-Fold/), or the convenient web server at [Hermite™](https://hermite.dp.tech/).\n", "\n", "Please note that this Colab notebook is not a finished product and is provided as an early-access prototype. It is provided for theoretical modeling only and caution should be exercised in its use. \n", "\n", From 0daa5e01c6e06df160903462f268e0700f0bb1bc Mon Sep 17 00:00:00 2001 From: Guolin Ke Date: Sat, 13 Aug 2022 00:38:50 +0800 Subject: [PATCH 36/92] [colab] less verbosity & faster hhsuite installation --- notebooks/unifold.ipynb | 33 +++++++++++++-------------------- 1 file changed, 13 insertions(+), 20 deletions(-) diff --git a/notebooks/unifold.ipynb b/notebooks/unifold.ipynb index 5ca7bbc..e97bd24 100644 --- a/notebooks/unifold.ipynb +++ b/notebooks/unifold.ipynb @@ -18,11 +18,6 @@ "\n", "This Colab uses the [Uni-Fold model parameters](https://github.com/dptech-corp/Uni-Fold/#model-parameters-license) and its outputs are under the terms of the Creative Commons Attribution 4.0 International (CC BY 4.0) license. You can find details at: https://creativecommons.org/licenses/by/4.0/legalcode. The Colab itself is provided under the [Apache 2.0 license](https://www.apache.org/licenses/LICENSE-2.0).\n", "\n", - "**More information**\n", - "\n", - "You can find more information about how Uni-Fold works in the following paper:\n", - "\n", - "* [Uni-Fold paper](https://www.biorxiv.org/content/10.1101/2022.08.04.502811v1)\n", "\n", "**Citations**\n", "\n", @@ -31,7 +26,12 @@ "* Jumper et al. \"[Highly accurate protein structure prediction with AlphaFold.](https://doi.org/10.1038/s41586-021-03819-2)\" Nature (2021)\n", "* Evans et al. \"[Protein complex prediction with AlphaFold-Multimer.](https://www.biorxiv.org/content/10.1101/2021.10.04.463034v1)\" biorxiv (2021)\n", "* Mirdita M, Schütze K, Moriwaki Y, Heo L, Ovchinnikov S and Steinegger M. \"[ColabFold: Making protein folding accessible to all.](https://www.nature.com/articles/s41592-022-01488-1)\" Nature Methods (2022) \n", - "* Ziyao Li, Xuyang Liu, Weijie Chen, Fan Shen, Hangrui Bi, Guolin Ke, Linfeng Zhang. \"[Uni-Fold: An Open-Source Platform for Developing Protein Folding Models beyond AlphaFold.](https://www.biorxiv.org/content/10.1101/2022.08.04.502811v1)\" biorxiv (2022)\n" + "* Ziyao Li, Xuyang Liu, Weijie Chen, Fan Shen, Hangrui Bi, Guolin Ke, Linfeng Zhang. \"[Uni-Fold: An Open-Source Platform for Developing Protein Folding Models beyond AlphaFold.](https://www.biorxiv.org/content/10.1101/2022.08.04.502811v1)\" biorxiv (2022)\n", + "\n", + "\n", + "**Acknowledgements**\n", + "\n", + "We thank [@sokrypton](https://twitter.com/sokrypton) for many helpful suggestions to this notebook.\n" ] }, { @@ -51,21 +51,14 @@ "#@markdown **Note**: This installs the software on the Colab \n", "#@markdown notebook in the cloud and not on your computer.\n", "\n", - "!apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install -y \\\n", + "!apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install -y -qq \\\n", " hmmer \\\n", " kalign\n", "\n", - "# Compile HHsuite from source.\n", - "!git clone --branch v3.3.0 https://github.com/soedinglab/hh-suite.git /tmp/hh-suite \\\n", - " && mkdir /tmp/hh-suite/build \\\n", - " && pushd /tmp/hh-suite/build \\\n", - " && cmake -DCMAKE_INSTALL_PREFIX=/opt/hhsuite .. \\\n", - " && make -j 4 && make install \\\n", - " && ln -s /opt/hhsuite/bin/* /usr/bin \\\n", - " && popd \\\n", - " && rm -rf /tmp/hh-suite\n", - "\n", - "!pip3 install py3dmol gdown" + "# Install HHsuite.\n", + "!wget -q https://github.com/soedinglab/hh-suite/releases/download/v3.3.0/hhsuite-3.3.0-AVX2-Linux.tar.gz; tar xfz hhsuite-3.3.0-AVX2-Linux.tar.gz; ln -s $(pwd)/bin/* /usr/bin \n", + "\n", + "!pip3 -q install py3dmol gdown" ] }, { @@ -87,9 +80,9 @@ "PARAM_URL = 'https://drive.google.com/uc?id=1A9iXMYCwP0f_U0FgISJ_6BX7FXZtglvV'\n", "\n", "!wget {UNICORE_URL}\n", - "!pip3 install \"unicore-0.0.1a0-cp37-cp37m-linux_x86_64.whl\"\n", + "!pip3 -q install \"unicore-0.0.1a0-cp37-cp37m-linux_x86_64.whl\"\n", "!git clone -b main {GIT_REPO}\n", - "!pip3 install ./Uni-Fold\n", + "!pip3 -q install ./Uni-Fold\n", "!gdown {PARAM_URL}\n", "!tar -xzf \"unifold_params_2022-08-01.tar.gz\"\n" ] From 8f239d83bf01b3eb6d7bcde1a9aff094d1392e80 Mon Sep 17 00:00:00 2001 From: Guolin Ke Date: Sat, 13 Aug 2022 11:59:32 +0800 Subject: [PATCH 37/92] Update unifold.ipynb --- notebooks/unifold.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/notebooks/unifold.ipynb b/notebooks/unifold.ipynb index e97bd24..5ab57a5 100644 --- a/notebooks/unifold.ipynb +++ b/notebooks/unifold.ipynb @@ -10,7 +10,7 @@ "\n", "This Colab notebook provides an online runnable version of [Uni-Fold](https://github.com/dptech-corp/Uni-Fold/) for users to predict the structure of a protein, single chain or multimer, with custom settings.\n", "\n", - "Thanks to [MMSeqs2](https://github.com/soedinglab/MMseqs2.git) and the server provided by [ColabFold](https://github.com/sokrypton/ColabFold), the homogeneous searching is very fast in this notebook. If you want more consistent results with the original AlphaFold and AlphaFold-Multimer, you can use the [full open source Uni-Fold](https://github.com/dptech-corp/Uni-Fold/), or the convenient web server at [Hermite™](https://hermite.dp.tech/).\n", + "Thanks to [MMSeqs2](https://github.com/soedinglab/MMseqs2.git) and the server provided by [ColabFold](https://github.com/sokrypton/ColabFold), the homogeneous searching in this notebook is very fast and is comparable with the original AlphaFold(-Multimer). If you want more consistent results with the original AlphaFold(-Multimer), you can use the [full open source Uni-Fold](https://github.com/dptech-corp/Uni-Fold/), or the convenient web server at [Hermite™](https://hermite.dp.tech/).\n", "\n", "Please note that this Colab notebook is not a finished product and is provided as an early-access prototype. It is provided for theoretical modeling only and caution should be exercised in its use. \n", "\n", From 42295f363871ed4129bd9305803d4d8b68d4adf6 Mon Sep 17 00:00:00 2001 From: Guolin Ke Date: Sat, 13 Aug 2022 21:19:12 +0800 Subject: [PATCH 38/92] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 7eb5953..72c874d 100644 --- a/README.md +++ b/README.md @@ -23,7 +23,7 @@ Figure 1. Uni-Fold successfully predicted the interaction between the nanobody a   -We evaluated Uni-Fold on PDB structures release after our training set with less than 40% template identity. The structures for evaluations are included in [`evaluation`](./evaluation). Uni-Fold enjoys similar monomer prediction accuracy and better multimer prediction accuracy compared with AlphaFold(-Multimer). We also benchmarked the efficiency of Uni-Fold. The end-to-end training speed of Uni-Fold is about 2.2 times of the official AlphaFold. More evaluation results and details are included in our [bioRxiv preprint](https://www.biorxiv.org/content/10.1101/2022.08.04.502811). +We evaluated Uni-Fold on PDB structures release after our training set with less than 40% template identity. The structures for evaluations are included in [`evaluation`](./evaluation). Uni-Fold enjoys similar monomer prediction accuracy and better multimer prediction accuracy compared with AlphaFold(-Multimer). We also benchmarked the efficiency of Uni-Fold. The end-to-end training efficiency is about 2.2 times of the official AlphaFold. More evaluation results and details are included in our [bioRxiv preprint](https://www.biorxiv.org/content/10.1101/2022.08.04.502811). ![case](./img/accuracy.png)
    From dbe9ed6b7739e284c92b3638f4c49c4de8b26554 Mon Sep 17 00:00:00 2001 From: Guolin Ke Date: Sun, 14 Aug 2022 10:57:57 +0800 Subject: [PATCH 39/92] Update setup.py --- setup.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/setup.py b/setup.py index bfa439e..4e8aa2d 100644 --- a/setup.py +++ b/setup.py @@ -25,7 +25,7 @@ license="Apache License, Version 2.0", url="https://github.com/dptech-corp/Uni-Fold", packages=find_packages( - exclude=["scripts", "tests", "example_data", "docker", "benchmark"] + exclude=["scripts", "tests", "example_data", "docker", "benchmark", "img", "evaluation", "notebooks"] ), install_requires=[ "absl-py", From 572d450aad24565a48f7899d06255dafb15620e5 Mon Sep 17 00:00:00 2001 From: Guolin Ke Date: Sun, 14 Aug 2022 19:11:52 +0800 Subject: [PATCH 40/92] [colab] fix wheel for p100 --- notebooks/unifold.ipynb | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/notebooks/unifold.ipynb b/notebooks/unifold.ipynb index 5ab57a5..a49be47 100644 --- a/notebooks/unifold.ipynb +++ b/notebooks/unifold.ipynb @@ -76,11 +76,13 @@ "#@markdown the left.\n", "\n", "GIT_REPO = 'https://github.com/dptech-corp/Uni-Fold'\n", - "UNICORE_URL = 'https://github.com/dptech-corp/Uni-Core/releases/download/colab-whl/unicore-0.0.1a0-cp37-cp37m-linux_x86_64.whl'\n", + "UNICORE_URL = 'https://github.com/dptech-corp/Uni-Core/releases/download/colab-whl/unicore-0.0.1a0+cu113torch1.12.1-cp37-cp37m-linux_x86_64.whl'\n", "PARAM_URL = 'https://drive.google.com/uc?id=1A9iXMYCwP0f_U0FgISJ_6BX7FXZtglvV'\n", "\n", - "!wget {UNICORE_URL}\n", + "!rm *.whl\n", + "!wget -O \"unicore-0.0.1a0-cp37-cp37m-linux_x86_64.whl\" {UNICORE_URL} \n", "!pip3 -q install \"unicore-0.0.1a0-cp37-cp37m-linux_x86_64.whl\"\n", + "!rm -rf ./Uni-Fold\n", "!git clone -b main {GIT_REPO}\n", "!pip3 -q install ./Uni-Fold\n", "!gdown {PARAM_URL}\n", From 9126d3842681c9b0783a39a76067f661d5294e91 Mon Sep 17 00:00:00 2001 From: Guolin Ke Date: Sun, 14 Aug 2022 21:38:30 +0800 Subject: [PATCH 41/92] refine unicore installation --- .github/workflows/docker.yml | 2 +- README.md | 5 +++-- docker/Dockerfile | 2 +- notebooks/unifold.ipynb | 6 +++--- 4 files changed, 8 insertions(+), 7 deletions(-) diff --git a/.github/workflows/docker.yml b/.github/workflows/docker.yml index 9e3c1ca..97dcf5a 100644 --- a/.github/workflows/docker.yml +++ b/.github/workflows/docker.yml @@ -30,4 +30,4 @@ jobs: with: context: ./docker/ push: true - tags: dptechnology/unifold:pytorch1.11.0-cuda11.3-latest \ No newline at end of file + tags: dptechnology/unifold:latest-pytorch1.11.0-cuda11.3 \ No newline at end of file diff --git a/README.md b/README.md index 72c874d..0f13479 100644 --- a/README.md +++ b/README.md @@ -51,12 +51,13 @@ The name Uni-Fold is inherited from our previous repository, [Uni-Fold-JAX](http ### Installing Uni-Fold -Uni-Fold is implemented on a distributed PyTorch framework, [Uni-Core](https://github.com/dptech-corp/Uni-Core). As Uni-Core needs to compile CUDA kernels in installation which requires specific CUDA and PyTorch versions, we provide a Docker image to save potential trouble. +Uni-Fold is implemented on a distributed PyTorch framework, [Uni-Core](https://github.com/dptech-corp/Uni-Core#installation). +As Uni-Core needs to compile CUDA kernels in installation which requires specific CUDA and PyTorch versions, we provide a Docker image to save potential trouble. To use GPUs within docker you need to [install nvidia-docker-2](https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/install-guide.html#docker) first. Use the following command to pull the docker image: ```bash -docker pull dptechnology/unifold:pytorch1.11.0-cuda11.3-latest +docker pull dptechnology/unifold:latest-pytorch1.11.0-cuda11.3 ``` Then, you can create and attach into the docker container, and clone & install unifold. diff --git a/docker/Dockerfile b/docker/Dockerfile index dea34f9..af0cb4e 100644 --- a/docker/Dockerfile +++ b/docker/Dockerfile @@ -1,4 +1,4 @@ -FROM dptechnology/unicore:pytorch1.11.0-cuda11.3-latest +FROM dptechnology/0.0.1-unicore:pytorch1.11.0-cuda11.3 # Use bash to support string substitution. SHELL ["/bin/bash", "-c"] diff --git a/notebooks/unifold.ipynb b/notebooks/unifold.ipynb index a49be47..9b6830b 100644 --- a/notebooks/unifold.ipynb +++ b/notebooks/unifold.ipynb @@ -76,12 +76,12 @@ "#@markdown the left.\n", "\n", "GIT_REPO = 'https://github.com/dptech-corp/Uni-Fold'\n", - "UNICORE_URL = 'https://github.com/dptech-corp/Uni-Core/releases/download/colab-whl/unicore-0.0.1a0+cu113torch1.12.1-cp37-cp37m-linux_x86_64.whl'\n", + "UNICORE_URL = 'https://github.com/dptech-corp/Uni-Core/releases/download/0.0.1/unicore-0.0.1+cu113torch1.12.1-cp37-cp37m-linux_x86_64.whl'\n", "PARAM_URL = 'https://drive.google.com/uc?id=1A9iXMYCwP0f_U0FgISJ_6BX7FXZtglvV'\n", "\n", "!rm *.whl\n", - "!wget -O \"unicore-0.0.1a0-cp37-cp37m-linux_x86_64.whl\" {UNICORE_URL} \n", - "!pip3 -q install \"unicore-0.0.1a0-cp37-cp37m-linux_x86_64.whl\"\n", + "!wget {UNICORE_URL} \n", + "!pip3 -q install \"unicore-0.0.1+cu113torch1.12.1-cp37-cp37m-linux_x86_64.whl\"\n", "!rm -rf ./Uni-Fold\n", "!git clone -b main {GIT_REPO}\n", "!pip3 -q install ./Uni-Fold\n", From ba152ad7614732c64f5ea05f2d7821222b9e0ab6 Mon Sep 17 00:00:00 2001 From: Guolin Ke Date: Sun, 14 Aug 2022 21:44:49 +0800 Subject: [PATCH 42/92] fix typo in dockerfile --- docker/Dockerfile | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docker/Dockerfile b/docker/Dockerfile index af0cb4e..2f1b725 100644 --- a/docker/Dockerfile +++ b/docker/Dockerfile @@ -1,4 +1,4 @@ -FROM dptechnology/0.0.1-unicore:pytorch1.11.0-cuda11.3 +FROM dptechnology/unicore:0.0.1-pytorch1.11.0-cuda11.3 # Use bash to support string substitution. SHELL ["/bin/bash", "-c"] From 68787e29d480ec2e7d60aab982f919e36b85f187 Mon Sep 17 00:00:00 2001 From: Guolin Ke Date: Sun, 14 Aug 2022 21:47:50 +0800 Subject: [PATCH 43/92] add links in the header. --- README.md | 3 +++ 1 file changed, 3 insertions(+) diff --git a/README.md b/README.md index 0f13479..e252ef9 100644 --- a/README.md +++ b/README.md @@ -1,5 +1,8 @@ # Uni-Fold: an open-source platform for developing protein models beyond AlphaFold. +[[bioRxiv](https://www.biorxiv.org/content/10.1101/2022.08.04.502811)], [[Uni-Fold Colab](https://colab.research.google.com/github/dptech-corp/Uni-Fold/blob/main/notebooks/unifold.ipynb)], [[Hermite™](https://hermite.dp.tech/)] + + We proudly present Uni-Fold as a thoroughly open-source platform for developing protein models beyond [AlphaFold](https://github.com/deepmind/alphafold/). Uni-Fold introduces the following features: - Reimplemented AlphaFold and AlphaFold-Multimer models in PyTorch framework. **This is currently the first (if any else) open-source repository that supports training AlphaFold-Multimer.** From 78352bd665b56bebaecedbc2de079fd2cffa528c Mon Sep 17 00:00:00 2001 From: Guolin Ke Date: Sun, 14 Aug 2022 21:49:06 +0800 Subject: [PATCH 44/92] Update README.md --- README.md | 6 ------ 1 file changed, 6 deletions(-) diff --git a/README.md b/README.md index e252ef9..956b068 100644 --- a/README.md +++ b/README.md @@ -6,16 +6,10 @@ We proudly present Uni-Fold as a thoroughly open-source platform for developing protein models beyond [AlphaFold](https://github.com/deepmind/alphafold/). Uni-Fold introduces the following features: - Reimplemented AlphaFold and AlphaFold-Multimer models in PyTorch framework. **This is currently the first (if any else) open-source repository that supports training AlphaFold-Multimer.** - - Model correctness proved by successful from-scratch training with equivalent accuracy, both monomer and multimer included. - - Highest efficiency among existing AlphaFold implementations (to our knowledge). - - Easy distributed training based on [Uni-Core](https://github.com/dptech-corp/Uni-Core/), as well as other conveniences including half-precision training (`float16/bfloat16`), per-sample gradient clipping, and fused CUDA kernels. -- Convenient web server at [Hermite™](https://hermite.dp.tech/). [More Information](#inference-on-hermite) - -- Simplified version of Uni-Fold at Google Colab: [Uni-Fold Colab](https://colab.research.google.com/github/dptech-corp/Uni-Fold/blob/main/notebooks/unifold.ipynb). ![case](./img/7t6u.png)
    From 768908b81a405b372826efe7a53496fc41a0ea76 Mon Sep 17 00:00:00 2001 From: Waikit Chan <37867949+BaozCWJ@users.noreply.github.com> Date: Sun, 14 Aug 2022 21:53:29 +0800 Subject: [PATCH 45/92] optimize the consumption of memory in inference with chunked setting (#27) * optimize the consumption of memory in inference with chunked setting * fix the conflicts between main * fix the minor conflict between main * code clean * refine attention codes * rename to tri_mul_residual * fix the typo of chunk_layer input Co-authored-by: Guolin Ke --- benchmark/perf_unifold.py | 10 ++- unifold/modules/attentions.py | 40 ++++++---- unifold/modules/common.py | 45 +++++------ unifold/modules/evoformer.py | 33 +++++--- unifold/modules/template.py | 11 +-- unifold/modules/triangle_multiplication.py | 88 +++++++++++++++++++++- 6 files changed, 173 insertions(+), 54 deletions(-) diff --git a/benchmark/perf_unifold.py b/benchmark/perf_unifold.py index 5580a3b..1b852aa 100644 --- a/benchmark/perf_unifold.py +++ b/benchmark/perf_unifold.py @@ -60,6 +60,7 @@ def forward( msa_col_attn_mask: torch.Tensor, tri_start_attn_mask: torch.Tensor, tri_end_attn_mask: torch.Tensor, + chunk_size: int, ): node, pair = self.EvoformerIteration( node, @@ -70,6 +71,7 @@ def forward( msa_col_attn_mask, tri_start_attn_mask, tri_end_attn_mask, + chunk_size=chunk_size, ) return node, pair @@ -93,6 +95,9 @@ def main(): parser.add_argument( "--layers", default=4, type=int, help="Evoformer Layers to Execute" ) + parser.add_argument( + "--chunk-size", default=None, type=int, help="Evoformer Layers to Execute" + ) parser.add_argument("--cm", default=256, type=int, help="MSA hidden dimension") parser.add_argument("--cz", default=128, type=int, help="Pair hidden dimension") parser.add_argument("--fwd", action="store_true", help="Only execute Fwd Pass.") @@ -119,6 +124,8 @@ def main(): attn_layers.append(WrapEvoformerLayer(d_node=args.cm, d_pair=args.cz)) attn_layers[idx].cuda() attn_layers[idx].to(dtype=precision) + if args.fwd: + attn_layers[idx].eval() start_evt_fwd = [] start_evt_bwd = [] @@ -176,7 +183,8 @@ def main(): msa_raw_mask, msa_col_mask, tri_start_mask, - tri_end_mask + tri_end_mask, + chunk_size=args.chunk_size, ) torch.cuda.synchronize() diff --git a/unifold/modules/attentions.py b/unifold/modules/attentions.py index 17c401b..e44ac38 100644 --- a/unifold/modules/attentions.py +++ b/unifold/modules/attentions.py @@ -179,34 +179,40 @@ def _chunk( bias: Optional[torch.Tensor] = None, chunk_size: int = None, ) -> torch.Tensor: + return chunk_layer( - self.mha, - {"q": m, "k": m, "v": m, "mask": mask, "bias": bias}, + self._attn_forward, + {"m": m, "mask": mask, "bias": bias}, chunk_size=chunk_size, num_batch_dims=len(m.shape[:-2]), ) - @torch.jit.ignore - def _chunk_attn( + def _attn_chunk_forward( self, m: torch.Tensor, mask: Optional[torch.Tensor] = None, bias: Optional[torch.Tensor] = None, chunk_size: Optional[int] = 2560, ) -> torch.Tensor: + m = self.layer_norm_m(m) num_chunk = (m.shape[-3] + chunk_size - 1) // chunk_size outputs = [] for i in range(num_chunk): chunk_start = i * chunk_size - chunk_end = min(m.shape[-3], chunk_start + chunk_size) - cur_m = m[..., chunk_start: chunk_end , :, :] - cur_mask = mask[..., chunk_start: chunk_end, :, :, :] if mask is not None else None + chunk_end = min(m.shape[-3], chunk_start + chunk_size) + cur_m = m[..., chunk_start:chunk_end, :, :] + cur_mask = ( + mask[..., chunk_start:chunk_end, :, :, :] if mask is not None else None + ) outputs.append( self.mha(q=cur_m, k=cur_m, v=cur_m, mask=cur_mask, bias=bias) ) return torch.concat(outputs, dim=-3) + def _attn_forward(self, m, mask, bias: Optional[torch.Tensor] = None): + m = self.layer_norm_m(m) + return self.mha(q=m, k=m, v=m, mask=mask, bias=bias) def forward( self, @@ -215,7 +221,6 @@ def forward( attn_mask: Optional[torch.Tensor] = None, chunk_size: Optional[int] = None, ) -> torch.Tensor: - m = self.layer_norm_m(m) bias = None if self.pair_bias: @@ -231,9 +236,12 @@ def forward( else: attn_chunk_size = 2560 if m.shape[-3] <= attn_chunk_size: - m = self.mha(q=m, k=m, v=m, mask=attn_mask, bias=bias) + m = self._attn_forward(m, attn_mask, bias) else: - return self._chunk_attn(m, attn_mask, bias, chunk_size=attn_chunk_size) + # reduce the peak memory cost in extra_msa_stack + return self._attn_chunk_forward( + m, attn_mask, bias, chunk_size=attn_chunk_size + ) return m @@ -303,12 +311,16 @@ def _chunk( chunk_size: int, ) -> torch.Tensor: return chunk_layer( - self.global_attention, - {"x": m, "mask": mask}, + self._attn_forward, + {"m": m, "mask": mask}, chunk_size=chunk_size, num_batch_dims=len(m.shape[:-2]), ) + def _attn_forward(self, m, mask): + m = self.layer_norm_m(m) + return self.global_attention(m, mask=mask) + def forward( self, m: torch.Tensor, @@ -319,12 +331,10 @@ def forward( m = m.transpose(-2, -3) mask = mask.transpose(-1, -2) - m = self.layer_norm_m(m) - if chunk_size is not None: m = self._chunk(m, mask, chunk_size) else: - m = self.global_attention(m, mask=mask) + m = self._attn_forward(m, mask=mask) m = m.transpose(-2, -3) return m diff --git a/unifold/modules/common.py b/unifold/modules/common.py index 4b52edc..a78e526 100644 --- a/unifold/modules/common.py +++ b/unifold/modules/common.py @@ -77,6 +77,7 @@ def __init__(self, d_in, n): self.linear_2 = Linear(self.n * self.d_in, d_in, init="final") def _transition(self, x): + x = self.layer_norm(x) x = self.linear_1(x) x = self.act(x) x = self.linear_2(x) @@ -101,8 +102,6 @@ def forward( chunk_size: Optional[int] = None, ) -> torch.Tensor: - x = self.layer_norm(x) - if chunk_size is not None: x = self._chunk(x, chunk_size) else: @@ -194,8 +193,12 @@ def forward( return z -def residual(residual, x): - return x + residual +def residual(residual, x, training): + if training: + return x + residual + else: + residual += x + return residual @torch.jit.script @@ -215,7 +218,8 @@ def fused_bias_dropout_add_inference( bias: torch.Tensor, residual: torch.Tensor, ) -> torch.Tensor: - return x + bias + residual + residual += bias + x + return residual def bias_dropout_residual(module, residual, x, dropout_shared_dim, prob, training): @@ -247,23 +251,18 @@ def fused_bias_gated_dropout_add( ) + residual -@torch.jit.script -def fused_bias_gated_dropout_add_inference( - x: torch.Tensor, - bias: torch.Tensor, - g: torch.Tensor, - g_bias: torch.Tensor, - residual: torch.Tensor, -) -> torch.Tensor: - return (torch.sigmoid(g + g_bias) * (x + bias)) + residual - - -def bias_gated_dropout_residual( - module, residual, outputs, dropout_shared_dim, prob, training +def tri_mul_residual( + module, + residual, + outputs, + dropout_shared_dim, + prob, + training, + chunk_size=None, ): - x, g = outputs - bias, g_bias = module.get_output_bias() - if training: + if training or chunk_size is None: + x, g = outputs + bias, g_bias = module.get_output_bias() shape = list(x.shape) shape[dropout_shared_dim] = 1 with torch.no_grad(): @@ -278,7 +277,9 @@ def bias_gated_dropout_residual( prob, ) else: - return fused_bias_gated_dropout_add_inference(x, bias, g, g_bias, residual) + # gated is not used here + residual += outputs + return residual class SimpleModuleList(nn.ModuleList): diff --git a/unifold/modules/evoformer.py b/unifold/modules/evoformer.py index 671054d..5c2d2da 100644 --- a/unifold/modules/evoformer.py +++ b/unifold/modules/evoformer.py @@ -10,7 +10,7 @@ SimpleModuleList, residual, bias_dropout_residual, - bias_gated_dropout_residual, + tri_mul_residual, ) from .attentions import ( MSARowAttentionWithPairBias, @@ -128,7 +128,8 @@ def forward( if self.outer_product_mean_first: z = residual( - z, self.outer_product_mean(m, mask=msa_mask, chunk_size=chunk_size) + z, self.outer_product_mean(m, mask=msa_mask, chunk_size=chunk_size), + self.training ) m = bias_dropout_residual( @@ -142,7 +143,10 @@ def forward( self.training, ) if self._is_extra_msa_stack: - m = residual(m, self.msa_att_col(m, mask=msa_mask, chunk_size=chunk_size)) + m = residual( + m, self.msa_att_col(m, mask=msa_mask, chunk_size=chunk_size), + self.training + ) else: m = bias_dropout_residual( self.msa_att_col, @@ -152,28 +156,34 @@ def forward( self.msa_dropout, self.training, ) - m = residual(m, self.msa_transition(m, chunk_size=chunk_size)) + m = residual( + m, self.msa_transition(m, chunk_size=chunk_size), + self.training + ) if not self.outer_product_mean_first: z = residual( - z, self.outer_product_mean(m, mask=msa_mask, chunk_size=chunk_size) + z, self.outer_product_mean(m, mask=msa_mask, chunk_size=chunk_size), + self.training ) - z = bias_gated_dropout_residual( + z = tri_mul_residual( self.tri_mul_out, z, - self.tri_mul_out(z, mask=pair_mask), + self.tri_mul_out(z, mask=pair_mask, chunk_size=chunk_size), self.row_dropout_share_dim, self.pair_dropout, self.training, + chunk_size=chunk_size, ) - z = bias_gated_dropout_residual( + z = tri_mul_residual( self.tri_mul_in, z, - self.tri_mul_in(z, mask=pair_mask), + self.tri_mul_in(z, mask=pair_mask, chunk_size=chunk_size), self.row_dropout_share_dim, self.pair_dropout, self.training, + chunk_size=chunk_size, ) z = bias_dropout_residual( @@ -193,7 +203,10 @@ def forward( self.pair_dropout, self.training, ) - z = residual(z, self.pair_transition(z, chunk_size=chunk_size)) + z = residual( + z, self.pair_transition(z, chunk_size=chunk_size), + self.training + ) return m, z diff --git a/unifold/modules/template.py b/unifold/modules/template.py index 140313c..952d839 100644 --- a/unifold/modules/template.py +++ b/unifold/modules/template.py @@ -9,7 +9,7 @@ SimpleModuleList, residual, bias_dropout_residual, - bias_gated_dropout_residual, + tri_mul_residual, ) from .common import Linear, Transition, chunk_layer from .attentions import ( @@ -179,7 +179,7 @@ def forward( self.dropout, self.training, ) - s = bias_gated_dropout_residual( + s = tri_mul_residual( self.tri_mul_out, s, self.tri_mul_out(s, mask=mask), @@ -188,7 +188,7 @@ def forward( self.training, ) - s = bias_gated_dropout_residual( + s = tri_mul_residual( self.tri_mul_in, s, self.tri_mul_in(s, mask=mask), @@ -197,7 +197,7 @@ def forward( self.training, ) else: - s = bias_gated_dropout_residual( + s = tri_mul_residual( self.tri_mul_out, s, self.tri_mul_out(s, mask=mask), @@ -206,7 +206,7 @@ def forward( self.training, ) - s = bias_gated_dropout_residual( + s = tri_mul_residual( self.tri_mul_in, s, self.tri_mul_in(s, mask=mask), @@ -240,6 +240,7 @@ def forward( s, chunk_size=chunk_size, ), + self.training ) return s diff --git a/unifold/modules/triangle_multiplication.py b/unifold/modules/triangle_multiplication.py index d346c91..2dbfeae 100644 --- a/unifold/modules/triangle_multiplication.py +++ b/unifold/modules/triangle_multiplication.py @@ -27,15 +27,101 @@ def __init__(self, d_pair, d_hid, outgoing=True): self._alphafold_original_mode = False + def _chunk_2d( + self, + z: torch.Tensor, + mask: Optional[torch.Tensor] = None, + chunk_size: int = None, + ) -> torch.Tensor: + + # avoid too small chunk size + chunk_size = max(chunk_size, 256) + new_z = z.new_zeros(z.shape) + dim1 = z.shape[-3] + + def _slice_linear(z, linear: Linear, a=True): + d_hid = linear.bias.shape[0] // 2 + index = 0 if a else d_hid + p = ( + nn.functional.linear(z, linear.weight[index : index + d_hid]) + + linear.bias[index : index + d_hid] + ) + return p + + def _chunk_projection(z, mask, a=True): + p = _slice_linear(z, self.linear_ab_p, a) * mask + p *= torch.sigmoid(_slice_linear(z, self.linear_ab_g, a)) + return p + + num_chunk = (dim1 + chunk_size - 1) // chunk_size + for i in range(num_chunk): + chunk_start = i * chunk_size + chunk_end = min(chunk_start + chunk_size, dim1) + if self.outgoing: + a_chunk = _chunk_projection( + z[..., chunk_start:chunk_end, :, :], + mask[..., chunk_start:chunk_end, :, :], + a=True, + ) + a_chunk = permute_final_dims(a_chunk, (2, 0, 1)) + else: + a_chunk = _chunk_projection( + z[..., :, chunk_start:chunk_end, :], + mask[..., :, chunk_start:chunk_end, :], + a=True, + ) + a_chunk = a_chunk.transpose(-1, -3) + + for j in range(num_chunk): + j_chunk_start = j * chunk_size + j_chunk_end = min(j_chunk_start + chunk_size, dim1) + if self.outgoing: + b_chunk = _chunk_projection( + z[..., j_chunk_start:j_chunk_end, :, :], + mask[..., j_chunk_start:j_chunk_end, :, :], + a=False, + ) + b_chunk = b_chunk.transpose(-1, -3) + else: + b_chunk = _chunk_projection( + z[..., :, j_chunk_start:j_chunk_end, :], + mask[..., :, j_chunk_start:j_chunk_end, :], + a=False, + ) + b_chunk = permute_final_dims(b_chunk, (2, 0, 1)) + x_chunk = torch.matmul(a_chunk, b_chunk) + del b_chunk + x_chunk = permute_final_dims(x_chunk, (1, 2, 0)) + x_chunk = self.layer_norm_out(x_chunk) + x_chunk = self.linear_z(x_chunk) + x_chunk *= torch.sigmoid( + self.linear_g( + z[..., chunk_start:chunk_end, j_chunk_start:j_chunk_end, :] + ) + ) + new_z[ + ..., chunk_start:chunk_end, j_chunk_start:j_chunk_end, : + ] = x_chunk + del x_chunk + del a_chunk + return new_z + def forward( - self, z: torch.Tensor, mask: Optional[torch.Tensor] = None + self, + z: torch.Tensor, + mask: Optional[torch.Tensor] = None, + chunk_size=None, ) -> torch.Tensor: + mask = mask.unsqueeze(-1) if not self._alphafold_original_mode: # divided by 1/sqrt(dim) for numerical stability mask = mask * (mask.shape[-2] ** -0.5) z = self.layer_norm_in(z) + if not self.training and chunk_size is not None: + return self._chunk_2d(z, mask, chunk_size=chunk_size) + g = nn.functional.linear(z, self.linear_g.weight) ab = self.linear_ab_p(z) * mask ab *= torch.sigmoid(self.linear_ab_g(z)) From c6767271cabce23f2945a46bf8b5a31495940898 Mon Sep 17 00:00:00 2001 From: Waikit Chan <37867949+BaozCWJ@users.noreply.github.com> Date: Tue, 16 Aug 2022 22:25:22 +0800 Subject: [PATCH 46/92] correct the denominator of average memory in benchmark; fix the tri_mul_in/out in template when chunked inference (#29) --- benchmark/perf_others.py | 2 +- benchmark/perf_unifold.py | 4 ++-- unifold/modules/template.py | 12 ++++++++---- 3 files changed, 11 insertions(+), 7 deletions(-) diff --git a/benchmark/perf_others.py b/benchmark/perf_others.py index 9e0d5bb..70a7f98 100644 --- a/benchmark/perf_others.py +++ b/benchmark/perf_others.py @@ -170,7 +170,7 @@ def forward(self, node, pair, node_mask, pair_mask): args.cz, elapsed_time_fwd / (args.trials * args.layers), elapsed_time_bwd / (args.trials * args.layers), - total_used_mem_gb / (args.trials), + total_used_mem_gb / (args.trials + args.warmup_trials), ) ) diff --git a/benchmark/perf_unifold.py b/benchmark/perf_unifold.py index 1b852aa..e2e6650 100644 --- a/benchmark/perf_unifold.py +++ b/benchmark/perf_unifold.py @@ -219,10 +219,10 @@ def main(): args.cz, elapsed_time_fwd / (args.trials * args.layers), elapsed_time_bwd / (args.trials * args.layers), - total_used_mem_gb / (args.trials), + total_used_mem_gb / (args.trials + args.warmup_trials), ) ) if __name__ == "__main__": - main() \ No newline at end of file + main() diff --git a/unifold/modules/template.py b/unifold/modules/template.py index 952d839..4c7dd16 100644 --- a/unifold/modules/template.py +++ b/unifold/modules/template.py @@ -182,37 +182,41 @@ def forward( s = tri_mul_residual( self.tri_mul_out, s, - self.tri_mul_out(s, mask=mask), + self.tri_mul_out(s, mask=mask, chunk_size=chunk_size), self.row_dropout_share_dim, self.dropout, self.training, + chunk_size=chunk_size ) s = tri_mul_residual( self.tri_mul_in, s, - self.tri_mul_in(s, mask=mask), + self.tri_mul_in(s, mask=mask, chunk_size=chunk_size), self.row_dropout_share_dim, self.dropout, self.training, + chunk_size=chunk_size ) else: s = tri_mul_residual( self.tri_mul_out, s, - self.tri_mul_out(s, mask=mask), + self.tri_mul_out(s, mask=mask, chunk_size=chunk_size), self.row_dropout_share_dim, self.dropout, self.training, + chunk_size=chunk_size ) s = tri_mul_residual( self.tri_mul_in, s, - self.tri_mul_in(s, mask=mask), + self.tri_mul_in(s, mask=mask, chunk_size=chunk_size), self.row_dropout_share_dim, self.dropout, self.training, + chunk_size=chunk_size ) s = bias_dropout_residual( From 52dc2738ae8bd816aa9c42c281caf054f791ba71 Mon Sep 17 00:00:00 2001 From: Guolin Ke Date: Thu, 18 Aug 2022 14:11:29 +0800 Subject: [PATCH 47/92] add TODO tag into template pair stack --- unifold/modules/alphafold.py | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/unifold/modules/alphafold.py b/unifold/modules/alphafold.py index 2d0393a..eaf21e7 100644 --- a/unifold/modules/alphafold.py +++ b/unifold/modules/alphafold.py @@ -128,6 +128,7 @@ def __convert_input_dtype__(self, batch): batch[key] = batch[key].type(self.dtype) return batch + # TODO: reduce the memory cost in template pair def embed_templates_pair( self, batch, z, pair_mask, tri_start_attn_mask, tri_end_attn_mask, templ_dim ): @@ -180,7 +181,9 @@ def embed_templates_pair( template_mask=batch["template_mask"], chunk_size=self.globals.chunk_size, ) - t *= torch.sum(batch["template_mask"]) > 0 + t_mask = torch.sum(batch["template_mask"], dim=-1, keepdims=True) > 0 + t_mask = t_mask[..., None, None].type(t.dtype) + t *= t_mask else: t = self.template_proj(t, z) From 8ad306fc19d49a500908903e8e9ebbda88778810 Mon Sep 17 00:00:00 2001 From: liyuchao Date: Thu, 18 Aug 2022 14:39:08 +0800 Subject: [PATCH 48/92] Add BladeDISC Introduction to Readme. (#31) --- README.md | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/README.md b/README.md index 956b068..d6189b4 100644 --- a/README.md +++ b/README.md @@ -179,6 +179,10 @@ Besides the notices in the previous section, additionaly note that: We provide covenient structure prediction service on [Hermite™](https://hermite.dp.tech/), a new-generation drug design platform powered by AI, physics, and computing. Users only need to upload sequences of protein monomers and multimers to obtain the predicted structures from Uni-Fold, acompanied by various analyzing tools. [Click here](https://docs.google.com/document/d/1iFdezkKJVuhyqN3WvzsC7-422T-zf18IhP7M9CBj5gs) for more information of how to use Hermite™. +## Features introduced by the community + +- **Faster Inference with BladeDISC.** Alibaba PAI team proposed an end-to-end DynamIc Shape Compiler [BladeDISC](https://github.com/alibaba/BladeDISC), which optimized Uni-Fold to achieve faster inference speed and longer sequences inference. For detailed introduction, please see [examples](https://github.com/alibaba/BladeDISC/tree/main/examples/PyTorch/Inference/CUDA/AlphaFold) in BladeDISC. + ## Citing this work If you use the code, the model parameters, the web server at [Hermite™](https://hermite.dp.tech/), or the released data of Uni-Fold as well as [Uni-Fold-JAX](https://github.com/dptech-corp/Uni-Fold-jax), please cite From d57a199643c7a29ff3f8a813204139da406ae888 Mon Sep 17 00:00:00 2001 From: Guolin Ke Date: Sun, 21 Aug 2022 17:42:07 +0800 Subject: [PATCH 49/92] update bioRxiv url --- README.md | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/README.md b/README.md index d6189b4..f8d38c6 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,6 @@ # Uni-Fold: an open-source platform for developing protein models beyond AlphaFold. -[[bioRxiv](https://www.biorxiv.org/content/10.1101/2022.08.04.502811)], [[Uni-Fold Colab](https://colab.research.google.com/github/dptech-corp/Uni-Fold/blob/main/notebooks/unifold.ipynb)], [[Hermite™](https://hermite.dp.tech/)] +[[bioRxiv](https://www.biorxiv.org/content/10.1101/2022.08.04.502811v2)], [[Uni-Fold Colab](https://colab.research.google.com/github/dptech-corp/Uni-Fold/blob/main/notebooks/unifold.ipynb)], [[Hermite™](https://hermite.dp.tech/)] We proudly present Uni-Fold as a thoroughly open-source platform for developing protein models beyond [AlphaFold](https://github.com/deepmind/alphafold/). Uni-Fold introduces the following features: @@ -20,7 +20,7 @@ Figure 1. Uni-Fold successfully predicted the interaction between the nanobody a   -We evaluated Uni-Fold on PDB structures release after our training set with less than 40% template identity. The structures for evaluations are included in [`evaluation`](./evaluation). Uni-Fold enjoys similar monomer prediction accuracy and better multimer prediction accuracy compared with AlphaFold(-Multimer). We also benchmarked the efficiency of Uni-Fold. The end-to-end training efficiency is about 2.2 times of the official AlphaFold. More evaluation results and details are included in our [bioRxiv preprint](https://www.biorxiv.org/content/10.1101/2022.08.04.502811). +We evaluated Uni-Fold on PDB structures release after our training set with less than 40% template identity. The structures for evaluations are included in [`evaluation`](./evaluation). Uni-Fold enjoys similar monomer prediction accuracy and better multimer prediction accuracy compared with AlphaFold(-Multimer). We also benchmarked the efficiency of Uni-Fold. The end-to-end training efficiency is about 2.2 times of the official AlphaFold. More evaluation results and details are included in our [bioRxiv preprint](https://www.biorxiv.org/content/10.1101/2022.08.04.502811v2). ![case](./img/accuracy.png)
    @@ -193,8 +193,8 @@ If you use the code, the model parameters, the web server at [Hermite™](https: title = {Uni-Fold: An Open-Source Platform for Developing Protein Folding Models beyond AlphaFold}, year = {2022}, doi = {10.1101/2022.08.04.502811}, - URL = {https://www.biorxiv.org/content/early/2022/08/06/2022.08.04.502811}, - eprint = {https://www.biorxiv.org/content/early/2022/08/06/2022.08.04.502811.full.pdf}, + URL = {https://www.biorxiv.org/content/10.1101/2022.08.04.502811v2}, + eprint = {https://www.biorxiv.org/content/10.1101/2022.08.04.502811v2.full.pdf}, journal = {bioRxiv} } ``` From 8acf998f23af27ee895aeb81e9a82e4b60d55982 Mon Sep 17 00:00:00 2001 From: Waikit Chan <37867949+BaozCWJ@users.noreply.github.com> Date: Tue, 23 Aug 2022 07:46:35 +0800 Subject: [PATCH 50/92] optimize the memory efficiency for Inference (#32) * optimize the memory usage for inference * fix the typo of recycling * delete some redundant variables * more inplace residual * non inplace in training recycling * fix the order of computation for preventing rounding error Co-authored-by: Guolin Ke --- unifold/inference.py | 18 +++++++-- unifold/modules/alphafold.py | 43 +++++++++++++++------- unifold/modules/common.py | 8 +++- unifold/modules/embedders.py | 23 ++++++------ unifold/modules/structure_module.py | 37 ++++++++++++------- unifold/modules/triangle_multiplication.py | 8 +++- 6 files changed, 92 insertions(+), 45 deletions(-) diff --git a/unifold/inference.py b/unifold/inference.py index 061a165..e49ebab 100644 --- a/unifold/inference.py +++ b/unifold/inference.py @@ -118,7 +118,7 @@ def main(args): shapes = {k: v.shape for k, v in batch.items()} print(shapes) t = time.perf_counter() - out = model(batch) + raw_out = model(batch) print(f"Inference time: {time.perf_counter() - t}") def to_float(x): @@ -127,6 +127,15 @@ def to_float(x): else: return x + if not args.save_raw_output: + score = ["plddt", "ptm", "iptm", "iptm+ptm"] + out = { + k: v for k, v in raw_out.items() + if k.startswith("final_") or k in score + } + else: + out = raw_out + del raw_out # Toss out the recycling dimensions --- we don't need them anymore batch = tensor_tree_map(lambda t: t[-1, 0, ...], batch) batch = tensor_tree_map(to_float, batch) @@ -152,8 +161,10 @@ def to_float(x): ptms[cur_save_name] = str(np.mean(out["iptm+ptm"])) with open(os.path.join(output_dir, cur_save_name + '.pdb'), "w") as f: f.write(protein.to_pdb(cur_protein)) - with gzip.open(os.path.join(output_dir, cur_save_name + '_outputs.pkl.gz'), 'wb') as f: - pickle.dump(out, f) + if args.save_raw_output: + with gzip.open(os.path.join(output_dir, cur_save_name + '_outputs.pkl.gz'), 'wb') as f: + pickle.dump(out, f) + del out print("plddts", plddts) score_name = f"{args.model_name}_{cur_param_path_postfix}_{args.data_random_seed}_{args.times}{name_postfix}" @@ -220,6 +231,7 @@ def to_float(x): parser.add_argument("--sample_templates", action="store_true") parser.add_argument("--use_uniprot", action="store_true") parser.add_argument("--bf16", action="store_true") + parser.add_argument("--save_raw_output", action="store_true") args = parser.parse_args() diff --git a/unifold/modules/alphafold.py b/unifold/modules/alphafold.py index eaf21e7..832924e 100644 --- a/unifold/modules/alphafold.py +++ b/unifold/modules/alphafold.py @@ -1,6 +1,10 @@ import torch import torch.nn as nn +from .common import ( + residual, +) + from .featurization import ( pseudo_beta_fn, build_extra_msa_feat, @@ -102,13 +106,15 @@ def __make_input_float__(self): def half(self): super().half() - self.__make_input_float__() + if self.training: + self.__make_input_float__() self.dtype = torch.half return self def bfloat16(self): super().bfloat16() - self.__make_input_float__() + if self.training: + self.__make_input_float__() self.dtype = torch.bfloat16 return self @@ -251,13 +257,17 @@ def iteration_evoformer(self, feats, m_1_prev, z_prev, x_prev): if self.config.template.enabled: template_mask = feats["template_mask"] if torch.any(template_mask): - z = z + self.embed_templates_pair( - feats, - z, - pair_mask, - tri_start_attn_mask, - tri_end_attn_mask, - templ_dim=-4, + z = residual( + z, + self.embed_templates_pair( + feats, + z, + pair_mask, + tri_start_attn_mask, + tri_end_attn_mask, + templ_dim=-4, + ), + self.training, ) if self.config.extra_msa.enabled: @@ -328,7 +338,7 @@ def iteration_evoformer_structure_module( outputs["single"] = s # norm loss - if num_recycling == (cycle_no + 1): + if self.training and num_recycling == (cycle_no + 1): delta_msa = m delta_msa[..., 0, :, :] = delta_msa[..., 0, :, :] - m_1_prev_emb.detach() delta_pair = z - z_prev_emb.detach() @@ -349,9 +359,14 @@ def iteration_evoformer_structure_module( outputs["pred_frame_tensor"] = outputs["sm"]["frames"][-1] # use float32 for numerical stability - m_1_prev = m[..., 0, :, :].float() - z_prev = z.float() - x_prev = outputs["final_atom_positions"].float() + if self.training: + m_1_prev = m[..., 0, :, :].float() + z_prev = z.float() + x_prev = outputs["final_atom_positions"].float() + else: + m_1_prev = m[..., 0, :, :] + z_prev = z + x_prev = outputs["final_atom_positions"] return outputs, m_1_prev, z_prev, x_prev @@ -388,6 +403,8 @@ def forward(self, batch): num_recycling=num_iters, num_ensembles=num_ensembles, ) + if not is_final_iter: + del outputs if "asym_id" in batch: outputs["asym_id"] = batch["asym_id"][0, ...] diff --git a/unifold/modules/common.py b/unifold/modules/common.py index a78e526..7205b0b 100644 --- a/unifold/modules/common.py +++ b/unifold/modules/common.py @@ -173,8 +173,12 @@ def forward( mask = mask * (mask.size(-2) ** -0.5) a = self.linear_1(m) b = self.linear_2(m) - a = a * mask - b = b * mask + if self.training: + a = a * mask + b = b * mask + else: + a *= mask + b *= mask a = a.transpose(-2, -3) b = b.transpose(-2, -3) diff --git a/unifold/modules/embedders.py b/unifold/modules/embedders.py index 5c0fa2a..4cce796 100644 --- a/unifold/modules/embedders.py +++ b/unifold/modules/embedders.py @@ -4,7 +4,7 @@ from unicore.utils import one_hot -from .common import Linear +from .common import Linear, residual from .common import SimpleModuleList from unicore.modules import LayerNorm @@ -182,7 +182,7 @@ def recyle_pos( self.min_bin, self.max_bin, self.num_bins, - dtype=torch.float, + dtype=torch.float if self.training else x.dtype, device=x.device, requires_grad=False, ) @@ -190,9 +190,10 @@ def recyle_pos( upper = torch.cat( [self.squared_bins[1:], self.squared_bins.new_tensor([self.inf])], dim=-1 ) - xf = x.float() + if self.training: + x = x.float() d = torch.sum( - (xf[..., None, :] - xf[..., None, :, :]) ** 2, dim=-1, keepdims=True + (x[..., None, :] - x[..., None, :, :]) ** 2, dim=-1, keepdims=True ) d = ((d > self.squared_bins) * (d < upper)).type(self.linear.weight.dtype) d = self.linear(d) @@ -254,14 +255,14 @@ def forward( ) -> torch.Tensor: if not self.v2_feature: x = self.linear(x.type(self.linear.weight.dtype)) + return x else: - t = 0 - for i, s in enumerate(x): - dtype = self.z_linear.weight.dtype - t = t + self.linear[i](s.type(dtype)) - t = t + self.z_linear(self.z_layer_norm(z)) - x = t - return x + dtype = self.z_linear.weight.dtype + t = self.linear[0](x[0].type(dtype)) + for i, s in enumerate(x[1:]): + t = residual(t, self.linear[i + 1](s.type(dtype)), self.training) + t = residual(t, self.z_linear(self.z_layer_norm(z)), self.training) + return t class ExtraMSAEmbedder(nn.Module): diff --git a/unifold/modules/structure_module.py b/unifold/modules/structure_module.py index 409aba0..ab3bd11 100644 --- a/unifold/modules/structure_module.py +++ b/unifold/modules/structure_module.py @@ -3,7 +3,7 @@ import torch.nn as nn from typing import Tuple -from .common import Linear, SimpleModuleList +from .common import Linear, SimpleModuleList, residual from .attentions import gen_attn_mask from unifold.data.residue_constants import ( restype_rigid_group_default_frame, @@ -117,7 +117,7 @@ def forward(self, s: torch.Tensor) -> torch.Tensor: x = self.act(x) x = self.linear_2(x) - return x + s + return residual(s, x, self.training) class SidechainAngleResnet(nn.Module): @@ -274,11 +274,17 @@ def process_points(pts, no_points): permute_final_dims(q, (1, 0, 2)), permute_final_dims(k, (1, 2, 0)), ) - attn = attn * math.sqrt(1.0 / (3 * self.d_hid)) - attn = attn + (math.sqrt(1.0 / 3) * permute_final_dims(bias, (2, 0, 1))) - pt_att = q_pts.unsqueeze(-4) - k_pts.unsqueeze(-5) - pt_att = pt_att.float() ** 2 + if self.training: + attn = attn * math.sqrt(1.0 / (3 * self.d_hid)) + attn = attn + (math.sqrt(1.0 / 3) * permute_final_dims(bias, (2, 0, 1))) + pt_att = q_pts.unsqueeze(-4) - k_pts.unsqueeze(-5) + pt_att = pt_att.float() ** 2 + else: + attn *= math.sqrt(1.0 / (3 * self.d_hid)) + attn += (math.sqrt(1.0 / 3) * permute_final_dims(bias, (2, 0, 1))) + pt_att = q_pts.unsqueeze(-4) - k_pts.unsqueeze(-5) + pt_att *= pt_att pt_att = pt_att.sum(dim=-1) head_weights = self.softplus(self.head_weights).view( @@ -294,7 +300,7 @@ def process_points(pts, no_points): pt_att = permute_final_dims(pt_att, (2, 0, 1)) attn += square_mask attn = softmax_dropout(attn, 0, self.training, bias=pt_att.type(attn.dtype)) - + del pt_att, q_pts, k_pts o = torch.matmul(attn, v.transpose(-2, -3)).transpose(-2, -3) o = o.contiguous().view(*o.shape[:-2], -1) @@ -308,10 +314,14 @@ def process_points(pts, no_points): o_pts = permute_final_dims(o_pts, (2, 0, 3, 1)) o_pts = f[..., None, None].invert_apply(o_pts) - - o_pts_norm = torch.sqrt(torch.sum(o_pts.float() ** 2, dim=-1) + self.eps).type( - o_pts.dtype - ) + if self.training: + o_pts_norm = torch.sqrt(torch.sum(o_pts.float() ** 2, dim=-1) + self.eps).type( + o_pts.dtype + ) + else: + o_pts_norm = torch.sqrt(torch.sum(o_pts ** 2, dim=-1) + self.eps).type( + o_pts.dtype + ) o_pts_norm = o_pts_norm.view(*o_pts_norm.shape[:-2], -1) @@ -354,7 +364,7 @@ def forward(self, s): s = self.act(s) s = self.linear_3(s) - s = s + s_old + s = residual(s_old, s, self.training) return s @@ -482,8 +492,7 @@ def forward( ) outputs = [] for i in range(self.num_blocks): - - s = s + self.ipa(s, z, backb_to_global, square_mask) + s = residual(s, self.ipa(s, z, backb_to_global, square_mask), self.training) s = self.ipa_dropout(s) s = self.layer_norm_ipa(s) s = self.transition(s) diff --git a/unifold/modules/triangle_multiplication.py b/unifold/modules/triangle_multiplication.py index 2dbfeae..bcff44a 100644 --- a/unifold/modules/triangle_multiplication.py +++ b/unifold/modules/triangle_multiplication.py @@ -123,8 +123,12 @@ def forward( return self._chunk_2d(z, mask, chunk_size=chunk_size) g = nn.functional.linear(z, self.linear_g.weight) - ab = self.linear_ab_p(z) * mask - ab *= torch.sigmoid(self.linear_ab_g(z)) + if self.training: + ab = self.linear_ab_p(z) * mask * torch.sigmoid(self.linear_ab_g(z)) + else: + ab = self.linear_ab_p(z) + ab *= mask + ab *= torch.sigmoid(self.linear_ab_g(z)) a, b = torch.chunk(ab, 2, dim=-1) del z, ab From 78f860ff247034873937527f0aacfadbb2843acc Mon Sep 17 00:00:00 2001 From: Guolin Ke Date: Wed, 24 Aug 2022 21:30:55 +0800 Subject: [PATCH 51/92] reduce memory cost in multimer inference (#33) * add the new pipeline of template embedder, which can embed the templates one by one * delete some redundant variables * refine template * clean code * fix a bug * format Co-authored-by: BaozCWJ <547603646@qq.com> --- unifold/modules/alphafold.py | 88 ++++++++++++++++++++--------- unifold/modules/structure_module.py | 4 +- unifold/modules/template.py | 32 +++++++---- 3 files changed, 82 insertions(+), 42 deletions(-) diff --git a/unifold/modules/alphafold.py b/unifold/modules/alphafold.py index 832924e..b5ff02e 100644 --- a/unifold/modules/alphafold.py +++ b/unifold/modules/alphafold.py @@ -133,19 +133,9 @@ def __convert_input_dtype__(self, batch): if batch[key].dtype != self.dtype and "mask" in key: batch[key] = batch[key].type(self.dtype) return batch - - # TODO: reduce the memory cost in template pair - def embed_templates_pair( - self, batch, z, pair_mask, tri_start_attn_mask, tri_end_attn_mask, templ_dim - ): + + def embed_templates_pair_core(self, batch, z, pair_mask, tri_start_attn_mask, tri_end_attn_mask, templ_dim, multichain_mask_2d): if self.config.template.template_pair_embedder.v2_feature: - if "asym_id" in batch: - multichain_mask_2d = ( - batch["asym_id"][..., :, None] == batch["asym_id"][..., None, :] - ) - multichain_mask_2d = multichain_mask_2d.unsqueeze(0) - else: - multichain_mask_2d = None t = build_template_pair_feat_v2( batch, inf=self.config.template.inf, @@ -154,10 +144,10 @@ def embed_templates_pair( **self.config.template.distogram, ) num_template = t[0].shape[-4] - single_templates = ( + single_templates = [ self.template_pair_embedder([x[..., ti, :, :, :] for x in t], z) for ti in range(num_template) - ) + ] else: t = build_template_pair_feat( batch, @@ -165,10 +155,10 @@ def embed_templates_pair( eps=self.config.template.eps, **self.config.template.distogram, ) - single_templates = ( + single_templates = [ self.template_pair_embedder(x, z) for x in torch.unbind(t, dim=templ_dim) - ) + ] t = self.template_pair_stack( single_templates, @@ -179,20 +169,61 @@ def embed_templates_pair( chunk_size=self.globals.chunk_size, return_mean=not self.enable_template_pointwise_attention, ) - if self.enable_template_pointwise_attention: - - t = self.template_pointwise_att( - t, - z, - template_mask=batch["template_mask"], - chunk_size=self.globals.chunk_size, + return t + + def embed_templates_pair( + self, batch, z, pair_mask, tri_start_attn_mask, tri_end_attn_mask, templ_dim + ): + if self.config.template.template_pair_embedder.v2_feature and "asym_id" in batch: + multichain_mask_2d = ( + batch["asym_id"][..., :, None] == batch["asym_id"][..., None, :] ) - t_mask = torch.sum(batch["template_mask"], dim=-1, keepdims=True) > 0 - t_mask = t_mask[..., None, None].type(t.dtype) - t *= t_mask + multichain_mask_2d = multichain_mask_2d.unsqueeze(0) else: + multichain_mask_2d = None + + if self.training or self.enable_template_pointwise_attention: + t = self.embed_templates_pair_core(batch, z, pair_mask, tri_start_attn_mask, tri_end_attn_mask, templ_dim, multichain_mask_2d) + if self.enable_template_pointwise_attention: + t = self.template_pointwise_att( + t, + z, + template_mask=batch["template_mask"], + chunk_size=self.globals.chunk_size, + ) + t_mask = torch.sum(batch["template_mask"], dim=-1, keepdims=True) > 0 + t_mask = t_mask[..., None, None].type(t.dtype) + t *= t_mask + else: + t = self.template_proj(t, z) + else: + template_aatype_shape = batch["template_aatype"].shape + # template_aatype is either [n_template, n_res] or [1, n_template_, n_res] + batch_templ_dim = 1 if len(template_aatype_shape) == 3 else 0 + n_templ = batch["template_aatype"].shape[batch_templ_dim] + + if n_templ <= 0: + t = None + else: + template_batch = { k: v for k, v in batch.items() if k.startswith("template_") } + def embed_one_template(i): + def slice_template_tensor(t): + s = [slice(None) for _ in t.shape] + s[batch_templ_dim] = slice(i, i + 1) + return t[s] + template_feats = tensor_tree_map( + slice_template_tensor, + template_batch, + ) + t = self.embed_templates_pair_core(template_feats, z, pair_mask, tri_start_attn_mask, tri_end_attn_mask, templ_dim, multichain_mask_2d) + return t + + t = embed_one_template(0) + # iterate templates one by one + for i in range(1, n_templ): + t += embed_one_template(i) + t /= n_templ t = self.template_proj(t, z) - return t def embed_templates_angle(self, batch): @@ -258,7 +289,7 @@ def iteration_evoformer(self, feats, m_1_prev, z_prev, x_prev): template_mask = feats["template_mask"] if torch.any(template_mask): z = residual( - z, + z, self.embed_templates_pair( feats, z, @@ -327,6 +358,7 @@ def iteration_evoformer_structure_module( ) z += z0 s += s0 + del z0, s0 if num_ensembles > 1: z /= float(num_ensembles) s /= float(num_ensembles) diff --git a/unifold/modules/structure_module.py b/unifold/modules/structure_module.py index ab3bd11..f8a5436 100644 --- a/unifold/modules/structure_module.py +++ b/unifold/modules/structure_module.py @@ -300,10 +300,10 @@ def process_points(pts, no_points): pt_att = permute_final_dims(pt_att, (2, 0, 1)) attn += square_mask attn = softmax_dropout(attn, 0, self.training, bias=pt_att.type(attn.dtype)) - del pt_att, q_pts, k_pts + del pt_att, q_pts, k_pts, bias o = torch.matmul(attn, v.transpose(-2, -3)).transpose(-2, -3) o = o.contiguous().view(*o.shape[:-2], -1) - + del q, k, v o_pts = torch.sum( ( attn[..., None, :, :, None] diff --git a/unifold/modules/template.py b/unifold/modules/template.py index 4c7dd16..f4e5031 100644 --- a/unifold/modules/template.py +++ b/unifold/modules/template.py @@ -1,5 +1,6 @@ from functools import partial from typing import Optional, List, Tuple +import math import torch import torch.nn as nn @@ -17,6 +18,7 @@ TriangleAttentionStarting, TriangleAttentionEnding, ) +from .featurization import build_template_pair_feat_v2 from .triangle_multiplication import ( TriangleMultiplicationOutgoing, TriangleMultiplicationIncoming, @@ -24,6 +26,7 @@ from unicore.utils import ( checkpoint_sequential, permute_final_dims, + tensor_tree_map ) from unicore.modules import LayerNorm @@ -292,10 +295,7 @@ def forward( chunk_size: int, return_mean: bool, ): - new_single_templates = [] - sum = 0.0 - count = 0 - for s in single_templates: + def one_template(i): (s,) = checkpoint_sequential( functions=[ partial( @@ -307,17 +307,25 @@ def forward( ) for b in self.blocks ], - input=(s,), + input=(single_templates[i],), ) + return s + + n_templ = len(single_templates) + if n_templ > 0: + new_single_templates = [one_template(0)] if return_mean: - s = self.layer_norm(s) - sum = sum + s - count += 1 - else: - new_single_templates.append(s) + t = self.layer_norm(new_single_templates[0]) + for i in range(1, n_templ): + s = one_template(i) + if return_mean: + t = residual(t, self.layer_norm(s), self.training) + else: + new_single_templates.append(s) + if return_mean: - if count > 0: - t = sum / count + if n_templ > 0: + t /= n_templ else: t = None else: From ef5b88fa5cfb9128c122613f7dac9c14b7eafd49 Mon Sep 17 00:00:00 2001 From: Saurav Maheshkar Date: Thu, 25 Aug 2022 06:12:56 +0530 Subject: [PATCH 52/92] feat(docker): Add opencontainers image-spec to `Dockerfile` (#34) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit This PR makes a few tiny changes to improve the overall quality of the docker image 🐳 . For reference more annotations can be found [here](https://github.com/opencontainers/image-spec/blob/main/annotations.md) --- docker/Dockerfile | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/docker/Dockerfile b/docker/Dockerfile index 2f1b725..d8bfd16 100644 --- a/docker/Dockerfile +++ b/docker/Dockerfile @@ -1,5 +1,11 @@ FROM dptechnology/unicore:0.0.1-pytorch1.11.0-cuda11.3 +# metainformation +LABEL org.opencontainers.image.version = "2.0.0" +LABEL org.opencontainers.image.authors = "DP Technology" +LABEL org.opencontainers.image.source = "https://github.com/dptech-corp/Uni-Fold" +LABEL org.opencontainers.image.licenses = "Apache License 2.0" + # Use bash to support string substitution. SHELL ["/bin/bash", "-c"] From 8b8fc0af204b96d1b21f7af534dfb33ac2976ba5 Mon Sep 17 00:00:00 2001 From: Ziyao Li <36321246+ZiyaoLi@users.noreply.github.com> Date: Fri, 26 Aug 2022 07:41:59 +0800 Subject: [PATCH 53/92] fix potential bug of is_monomer arg passing (#35) --- unifold/dataset.py | 3 ++- unifold/inference.py | 1 + 2 files changed, 3 insertions(+), 1 deletion(-) diff --git a/unifold/dataset.py b/unifold/dataset.py index 7b7326a..72cb6ae 100644 --- a/unifold/dataset.py +++ b/unifold/dataset.py @@ -161,7 +161,6 @@ def load( asym_len = np.array([c["seq_length"] for c in all_chain_features], dtype=np.int64) if is_monomer: all_chain_features = all_chain_features[0] - all_chain_features else: all_chain_features = pair_and_merge(all_chain_features) all_chain_features = post_process(all_chain_features) @@ -371,6 +370,7 @@ def __getitem__(self, idx): label_ids=[label_id], label_dir=label_dir, symmetry_operations=None, + is_monomer=True, ) return features @@ -472,6 +472,7 @@ def __getitem__(self, idx): label_ids=label_ids, label_dir=label_path, symmetry_operations=symmetry_operations, + is_monomer=False, ) @staticmethod diff --git a/unifold/inference.py b/unifold/inference.py index e49ebab..41bf122 100644 --- a/unifold/inference.py +++ b/unifold/inference.py @@ -53,6 +53,7 @@ def load_feature_for_one_target( sequence_ids=sequence_ids, monomer_feature_dir=data_folder, uniprot_msa_dir=uniprot_msa_dir, + is_monomer=(not is_multimer), ) batch = UnifoldDataset.collater([batch]) return batch From b0d7ec5b55dd44cbfe4a1fca3d7a7afbdb61e26f Mon Sep 17 00:00:00 2001 From: Guolin Ke Date: Fri, 26 Aug 2022 21:55:27 +0800 Subject: [PATCH 54/92] Update Dockerfile --- docker/Dockerfile | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docker/Dockerfile b/docker/Dockerfile index d8bfd16..68e3023 100644 --- a/docker/Dockerfile +++ b/docker/Dockerfile @@ -1,4 +1,4 @@ -FROM dptechnology/unicore:0.0.1-pytorch1.11.0-cuda11.3 +FROM dptechnology/unicore:latest-pytorch1.11.0-cuda11.3 # metainformation LABEL org.opencontainers.image.version = "2.0.0" From 1d130efc0b2f8d80def65290c1bc569f2995b449 Mon Sep 17 00:00:00 2001 From: Waikit Chan <37867949+BaozCWJ@users.noreply.github.com> Date: Fri, 26 Aug 2022 23:47:47 +0800 Subject: [PATCH 55/92] update mode option for inference (#36) --- notebooks/unifold.ipynb | 1 + unifold/inference.py | 1 + unifold/modules/alphafold.py | 21 +++++++++++++-------- 3 files changed, 15 insertions(+), 8 deletions(-) diff --git a/notebooks/unifold.ipynb b/notebooks/unifold.ipynb index 9b6830b..5b44eef 100644 --- a/notebooks/unifold.ipynb +++ b/notebooks/unifold.ipynb @@ -721,6 +721,7 @@ "model.load_state_dict(state_dict)\n", "model = model.to(\"cuda:0\")\n", "model.eval()\n", + "model.inference_mode()\n", "\n", "# data path is based on target_name\n", "cur_param_path_postfix = os.path.split(param_path)[-1]\n", diff --git a/unifold/inference.py b/unifold/inference.py index 41bf122..d747509 100644 --- a/unifold/inference.py +++ b/unifold/inference.py @@ -78,6 +78,7 @@ def main(args): model.load_state_dict(state_dict) model = model.to(args.model_device) model.eval() + model.inference_mode() if args.bf16: model.bfloat16() diff --git a/unifold/modules/alphafold.py b/unifold/modules/alphafold.py index b5ff02e..5f714c2 100644 --- a/unifold/modules/alphafold.py +++ b/unifold/modules/alphafold.py @@ -106,14 +106,14 @@ def __make_input_float__(self): def half(self): super().half() - if self.training: + if (not getattr(self, "inference", False)): self.__make_input_float__() self.dtype = torch.half return self def bfloat16(self): super().bfloat16() - if self.training: + if (not getattr(self, "inference", False)): self.__make_input_float__() self.dtype = torch.bfloat16 return self @@ -127,13 +127,18 @@ def set_alphafold_original_mode(module): self.apply(set_alphafold_original_mode) + def inference_mode(self): + def set_inference_mode(module): + setattr(module, "inference", True) + self.apply(set_inference_mode) + def __convert_input_dtype__(self, batch): for key in batch: # only convert features with mask if batch[key].dtype != self.dtype and "mask" in key: batch[key] = batch[key].type(self.dtype) return batch - + def embed_templates_pair_core(self, batch, z, pair_mask, tri_start_attn_mask, tri_end_attn_mask, templ_dim, multichain_mask_2d): if self.config.template.template_pair_embedder.v2_feature: t = build_template_pair_feat_v2( @@ -170,7 +175,7 @@ def embed_templates_pair_core(self, batch, z, pair_mask, tri_start_attn_mask, tr return_mean=not self.enable_template_pointwise_attention, ) return t - + def embed_templates_pair( self, batch, z, pair_mask, tri_start_attn_mask, tri_end_attn_mask, templ_dim ): @@ -181,7 +186,7 @@ def embed_templates_pair( multichain_mask_2d = multichain_mask_2d.unsqueeze(0) else: multichain_mask_2d = None - + if self.training or self.enable_template_pointwise_attention: t = self.embed_templates_pair_core(batch, z, pair_mask, tri_start_attn_mask, tri_end_attn_mask, templ_dim, multichain_mask_2d) if self.enable_template_pointwise_attention: @@ -204,7 +209,7 @@ def embed_templates_pair( if n_templ <= 0: t = None - else: + else: template_batch = { k: v for k, v in batch.items() if k.startswith("template_") } def embed_one_template(i): def slice_template_tensor(t): @@ -370,7 +375,7 @@ def iteration_evoformer_structure_module( outputs["single"] = s # norm loss - if self.training and num_recycling == (cycle_no + 1): + if (not getattr(self, "inference", False)) and num_recycling == (cycle_no + 1): delta_msa = m delta_msa[..., 0, :, :] = delta_msa[..., 0, :, :] - m_1_prev_emb.detach() delta_pair = z - z_prev_emb.detach() @@ -391,7 +396,7 @@ def iteration_evoformer_structure_module( outputs["pred_frame_tensor"] = outputs["sm"]["frames"][-1] # use float32 for numerical stability - if self.training: + if (not getattr(self, "inference", False)): m_1_prev = m[..., 0, :, :].float() z_prev = z.float() x_prev = outputs["final_atom_positions"].float() From 74a63ef42e8cb235f9b753dc211aee89dae120dd Mon Sep 17 00:00:00 2001 From: Ziyao Li <36321246+ZiyaoLi@users.noreply.github.com> Date: Wed, 31 Aug 2022 15:08:20 +0800 Subject: [PATCH 56/92] swap case study (#39) --- README.md | 4 ++-- img/7t6u.png | Bin 964738 -> 0 bytes img/case.png | Bin 0 -> 935710 bytes 3 files changed, 2 insertions(+), 2 deletions(-) delete mode 100644 img/7t6u.png create mode 100644 img/case.png diff --git a/README.md b/README.md index f8d38c6..090ba95 100644 --- a/README.md +++ b/README.md @@ -11,10 +11,10 @@ We proudly present Uni-Fold as a thoroughly open-source platform for developing - Easy distributed training based on [Uni-Core](https://github.com/dptech-corp/Uni-Core/), as well as other conveniences including half-precision training (`float16/bfloat16`), per-sample gradient clipping, and fused CUDA kernels. -![case](./img/7t6u.png) +![case](./img/case.png)
    -Figure 1. Uni-Fold successfully predicted the interaction between the nanobody and the GPCR-G protein complex, while AlphaFold-Multimer failed. +Figure 1. Uni-Fold has equivalent or better performances compared with AlphaFold.
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zZGeM7pTGUFvhZ4A>*?>WP{V2Y6F@9cdP_kflZzXF*!B7a0fXiv*Dv|V0^D?`N&qiT zb(vISuOj?q3q>l)h-VT4@U-tWhQxFLlIxPz&^#Jve**{+m@KLGmMwjao!Z?Kz}Kq~ zv<&af={ZIoSsxnWofusPz3@gQFv#NK_(K47Jbd+_4=?6IBbmDF?9Vo(Gaplzp32zc z2HL5KO5Fy`t`jG%EF{6l$H1)OT9z}ZCI6ohnS|m+ES3|H^)+T@u6BDdTuPCp>cWpd z9r*D?;jJ8J1wD1#E-vgNAafv>d}Va8jwSoZwSw?xnO&MzX`ZL0Z2*cMN&(3skb7w2 z2)~KF3;~c2~ao5ddJIW3hT_u1+#k2(yq-oB?T@`Z_s0lgjY}ku0pfkhG2c#i` z>Q`={&e+(y5rLZGAYnjXK;6mW83I=-63~~*qx`4*HXlA-i?%}I#i9YD1YNOl1rm+7 zr8?*nRbo(yS8;*f|)rdTvlS?u`Q**M4s zK==>C(m8&KORFKww(4At^cP~!0dLX+xzqbL^N4925(SdGAb*@|)M@j0-E~2RkN50w zE5dYi{iCmmrDgpAONlqLon(REM99)}6LsvEQvod*%(AKHf7ZPHl;XQkn|Hk&JE3#? z(FuqYaPJr9hkzELB`#veJcV!LOyP2r!#NY9{+B@yQ<%_52Zbg3g4Osy+I}UHUO}-( zwSZ!d@itJ2{PzfXMq_N|K%f$yp5Ct3PQsGBnD5b?lNlH;07=(J4=VY=41{XmBWZ>R z5~9UyfZG8oTs5p*-SI`&xe-7hh5Lwcc`&vZ; zu(FxwTW_;2s9%NkkfDqL%K z=c6>g^ssUWubR-;85URFyFl{Ap`sm@3&MH$4&XL__KVs4c?>54|MC0i;GM4ieF73= z1!na7i2UF38o< Date: Thu, 1 Sep 2022 19:17:33 +0800 Subject: [PATCH 57/92] add the automatic settings of block size for various lengths of prediction (#38) * add the option of block size in triangular multiplication * modify the branch of tri_mul_residual * update the automatic setting of chunk/block size for various situations --- unifold/config.py | 1 + unifold/inference.py | 44 ++++++++++++++++------ unifold/modules/alphafold.py | 3 ++ unifold/modules/common.py | 9 ++++- unifold/modules/evoformer.py | 13 +++++-- unifold/modules/template.py | 21 ++++++----- unifold/modules/triangle_multiplication.py | 20 +++++----- 7 files changed, 74 insertions(+), 37 deletions(-) diff --git a/unifold/config.py b/unifold/config.py index c396973..497db12 100644 --- a/unifold/config.py +++ b/unifold/config.py @@ -227,6 +227,7 @@ def base_config(): }, "globals": { "chunk_size": chunk_size, + "block_size": None, "d_pair": d_pair, "d_msa": d_msa, "d_template": d_template, diff --git a/unifold/inference.py b/unifold/inference.py index d747509..7cd2a8e 100644 --- a/unifold/inference.py +++ b/unifold/inference.py @@ -1,6 +1,7 @@ import argparse import gzip import logging +import math import numpy as np import os @@ -16,20 +17,34 @@ tensor_tree_map, ) +def get_device_mem(device): + if device != "cpu" and torch.cuda.is_available(): + cur_device = torch.cuda.current_device() + prop = torch.cuda.get_device_properties("cuda:{}".format(cur_device)) + total_memory_in_GB = prop.total_memory / 1024 / 1024 / 1024 + return total_memory_in_GB + else: + return 40 -def automatic_chunk_size(seq_len): - if seq_len < 512: +def automatic_chunk_size(seq_len, device, is_bf16): + total_mem_in_GB = get_device_mem(device) + factor = math.sqrt(total_mem_in_GB/40.0*(0.55 * is_bf16 + 0.45))*0.95 + if seq_len < int(1024*factor): chunk_size = 256 - elif seq_len < 1024: + block_size = None + elif seq_len < int(2048*factor): chunk_size = 128 - elif seq_len < 2048: + block_size = None + elif seq_len < int(3072*factor): + chunk_size = 64 + block_size = None + elif seq_len < int(4096*factor): chunk_size = 32 - elif seq_len < 3072: - chunk_size = 16 + block_size = 512 else: - chunk_size = 1 - return chunk_size - + chunk_size = 4 + block_size = 256 + return chunk_size, block_size def load_feature_for_one_target( config, data_folder, seed=0, is_multimer=False, use_uniprot=False @@ -68,8 +83,6 @@ def main(args): if args.sample_templates: # enable template samples for diversity config.data.predict.subsample_templates = True - # faster prediction with large chunk - config.globals.chunk_size = 128 model = AlphaFold(config) print("start to load params {}".format(args.param_path)) @@ -110,7 +123,14 @@ def main(args): use_uniprot=args.use_uniprot, ) seq_len = batch["aatype"].shape[-1] - model.globals.chunk_size = automatic_chunk_size(seq_len) + # faster prediction with large chunk/block size + chunk_size, block_size = automatic_chunk_size( + seq_len, + args.model_device, + args.bf16 + ) + model.globals.chunk_size = chunk_size + model.globals.block_size = block_size with torch.no_grad(): batch = { diff --git a/unifold/modules/alphafold.py b/unifold/modules/alphafold.py index 5f714c2..02e4873 100644 --- a/unifold/modules/alphafold.py +++ b/unifold/modules/alphafold.py @@ -172,6 +172,7 @@ def embed_templates_pair_core(self, batch, z, pair_mask, tri_start_attn_mask, tr tri_end_attn_mask=tri_end_attn_mask, templ_dim=templ_dim, chunk_size=self.globals.chunk_size, + block_size=self.globals.block_size, return_mean=not self.enable_template_pointwise_attention, ) return t @@ -318,6 +319,7 @@ def iteration_evoformer(self, feats, m_1_prev, z_prev, x_prev): z, msa_mask=feats["extra_msa_mask"], chunk_size=self.globals.chunk_size, + block_size=self.globals.block_size, pair_mask=pair_mask, msa_row_attn_mask=extra_msa_row_mask, msa_col_attn_mask=None, @@ -345,6 +347,7 @@ def iteration_evoformer(self, feats, m_1_prev, z_prev, x_prev): tri_start_attn_mask=tri_start_attn_mask, tri_end_attn_mask=tri_end_attn_mask, chunk_size=self.globals.chunk_size, + block_size=self.globals.block_size, ) return m, z, s, msa_mask, m_1_prev_emb, z_prev_emb diff --git a/unifold/modules/common.py b/unifold/modules/common.py index 7205b0b..3cddb6a 100644 --- a/unifold/modules/common.py +++ b/unifold/modules/common.py @@ -262,9 +262,9 @@ def tri_mul_residual( dropout_shared_dim, prob, training, - chunk_size=None, + block_size, ): - if training or chunk_size is None: + if training: x, g = outputs bias, g_bias = module.get_output_bias() shape = list(x.shape) @@ -280,6 +280,11 @@ def tri_mul_residual( mask, prob, ) + elif block_size is None: + x, g = outputs + bias, g_bias = module.get_output_bias() + residual += (torch.sigmoid(g + g_bias) * (x + bias)) + return residual else: # gated is not used here residual += outputs diff --git a/unifold/modules/evoformer.py b/unifold/modules/evoformer.py index 5c2d2da..9e14e80 100644 --- a/unifold/modules/evoformer.py +++ b/unifold/modules/evoformer.py @@ -124,6 +124,7 @@ def forward( tri_start_attn_mask: torch.Tensor, tri_end_attn_mask: torch.Tensor, chunk_size: Optional[int] = None, + block_size: Optional[int] = None, ) -> Tuple[torch.Tensor, torch.Tensor]: if self.outer_product_mean_first: @@ -169,21 +170,21 @@ def forward( z = tri_mul_residual( self.tri_mul_out, z, - self.tri_mul_out(z, mask=pair_mask, chunk_size=chunk_size), + self.tri_mul_out(z, mask=pair_mask, block_size=block_size), self.row_dropout_share_dim, self.pair_dropout, self.training, - chunk_size=chunk_size, + block_size=block_size, ) z = tri_mul_residual( self.tri_mul_in, z, - self.tri_mul_in(z, mask=pair_mask, chunk_size=chunk_size), + self.tri_mul_in(z, mask=pair_mask, block_size=block_size), self.row_dropout_share_dim, self.pair_dropout, self.training, - chunk_size=chunk_size, + block_size=block_size, ) z = bias_dropout_residual( @@ -274,6 +275,7 @@ def forward( tri_start_attn_mask: torch.Tensor, tri_end_attn_mask: torch.Tensor, chunk_size: int, + block_size: int, ) -> Tuple[torch.Tensor, torch.Tensor, Optional[torch.Tensor]]: blocks = [ partial( @@ -285,6 +287,7 @@ def forward( tri_start_attn_mask=tri_start_attn_mask, tri_end_attn_mask=tri_end_attn_mask, chunk_size=chunk_size, + block_size=block_size ) for b in self.blocks ] @@ -355,6 +358,7 @@ def forward( tri_start_attn_mask: torch.Tensor = None, tri_end_attn_mask: torch.Tensor = None, chunk_size: int = None, + block_size: int = None, ) -> torch.Tensor: _, z, _ = super().forward( m, @@ -366,5 +370,6 @@ def forward( tri_start_attn_mask=tri_start_attn_mask, tri_end_attn_mask=tri_end_attn_mask, chunk_size=chunk_size, + block_size=block_size ) return z diff --git a/unifold/modules/template.py b/unifold/modules/template.py index f4e5031..679d353 100644 --- a/unifold/modules/template.py +++ b/unifold/modules/template.py @@ -161,6 +161,7 @@ def forward( tri_start_attn_mask: torch.Tensor, tri_end_attn_mask: torch.Tensor, chunk_size: Optional[int] = None, + block_size: Optional[int] = None, ): if self.tri_attn_first: s = bias_dropout_residual( @@ -185,41 +186,41 @@ def forward( s = tri_mul_residual( self.tri_mul_out, s, - self.tri_mul_out(s, mask=mask, chunk_size=chunk_size), + self.tri_mul_out(s, mask=mask, block_size=block_size), self.row_dropout_share_dim, self.dropout, self.training, - chunk_size=chunk_size + block_size=block_size, ) s = tri_mul_residual( self.tri_mul_in, s, - self.tri_mul_in(s, mask=mask, chunk_size=chunk_size), + self.tri_mul_in(s, mask=mask, block_size=block_size), self.row_dropout_share_dim, self.dropout, self.training, - chunk_size=chunk_size + block_size=block_size, ) else: s = tri_mul_residual( self.tri_mul_out, s, - self.tri_mul_out(s, mask=mask, chunk_size=chunk_size), + self.tri_mul_out(s, mask=mask, block_size=block_size), self.row_dropout_share_dim, self.dropout, self.training, - chunk_size=chunk_size + block_size=block_size, ) s = tri_mul_residual( self.tri_mul_in, s, - self.tri_mul_in(s, mask=mask, chunk_size=chunk_size), + self.tri_mul_in(s, mask=mask, block_size=block_size), self.row_dropout_share_dim, self.dropout, self.training, - chunk_size=chunk_size + block_size=block_size, ) s = bias_dropout_residual( @@ -293,6 +294,7 @@ def forward( tri_end_attn_mask: torch.Tensor, templ_dim: int, chunk_size: int, + block_size: int, return_mean: bool, ): def one_template(i): @@ -304,13 +306,14 @@ def one_template(i): tri_start_attn_mask=tri_start_attn_mask, tri_end_attn_mask=tri_end_attn_mask, chunk_size=chunk_size, + block_size=block_size, ) for b in self.blocks ], input=(single_templates[i],), ) return s - + n_templ = len(single_templates) if n_templ > 0: new_single_templates = [one_template(0)] diff --git a/unifold/modules/triangle_multiplication.py b/unifold/modules/triangle_multiplication.py index bcff44a..7089f99 100644 --- a/unifold/modules/triangle_multiplication.py +++ b/unifold/modules/triangle_multiplication.py @@ -31,11 +31,11 @@ def _chunk_2d( self, z: torch.Tensor, mask: Optional[torch.Tensor] = None, - chunk_size: int = None, + block_size: int = None, ) -> torch.Tensor: # avoid too small chunk size - chunk_size = max(chunk_size, 256) + # block_size = max(block_size, 256) new_z = z.new_zeros(z.shape) dim1 = z.shape[-3] @@ -53,10 +53,10 @@ def _chunk_projection(z, mask, a=True): p *= torch.sigmoid(_slice_linear(z, self.linear_ab_g, a)) return p - num_chunk = (dim1 + chunk_size - 1) // chunk_size + num_chunk = (dim1 + block_size - 1) // block_size for i in range(num_chunk): - chunk_start = i * chunk_size - chunk_end = min(chunk_start + chunk_size, dim1) + chunk_start = i * block_size + chunk_end = min(chunk_start + block_size, dim1) if self.outgoing: a_chunk = _chunk_projection( z[..., chunk_start:chunk_end, :, :], @@ -73,8 +73,8 @@ def _chunk_projection(z, mask, a=True): a_chunk = a_chunk.transpose(-1, -3) for j in range(num_chunk): - j_chunk_start = j * chunk_size - j_chunk_end = min(j_chunk_start + chunk_size, dim1) + j_chunk_start = j * block_size + j_chunk_end = min(j_chunk_start + block_size, dim1) if self.outgoing: b_chunk = _chunk_projection( z[..., j_chunk_start:j_chunk_end, :, :], @@ -110,7 +110,7 @@ def forward( self, z: torch.Tensor, mask: Optional[torch.Tensor] = None, - chunk_size=None, + block_size=None, ) -> torch.Tensor: mask = mask.unsqueeze(-1) @@ -119,8 +119,8 @@ def forward( mask = mask * (mask.shape[-2] ** -0.5) z = self.layer_norm_in(z) - if not self.training and chunk_size is not None: - return self._chunk_2d(z, mask, chunk_size=chunk_size) + if not self.training and block_size is not None: + return self._chunk_2d(z, mask, block_size=block_size) g = nn.functional.linear(z, self.linear_g.weight) if self.training: From dfdebfbebd09cb6988a8c5e77447a194f5f3c926 Mon Sep 17 00:00:00 2001 From: Waikit Chan <37867949+BaozCWJ@users.noreply.github.com> Date: Wed, 7 Sep 2022 17:34:16 +0800 Subject: [PATCH 58/92] change the definition of target name, which will directly depends on fasta file (#42) --- run_unifold.sh | 6 +++--- unifold/homo_search.py | 3 ++- 2 files changed, 5 insertions(+), 4 deletions(-) diff --git a/run_unifold.sh b/run_unifold.sh index 5ac736f..c9a6ef3 100644 --- a/run_unifold.sh +++ b/run_unifold.sh @@ -14,15 +14,15 @@ python unifold/homo_search.py \ --mgnify_database_path=$database_dir/mgnify/mgy_clusters_2018_12.fa \ --bfd_database_path=$database_dir/bfd/bfd_metaclust_clu_complete_id30_c90_final_seq.sorted_opt \ --uniclust30_database_path=$database_dir/uniclust30/uniclust30_2018_08/uniclust30_2018_08 \ - --uniprot_database_path=$database_dir/uniprot_db/uniprot_220501/uniprot_trembl.fasta \ + --uniprot_database_path=$database_dir/uniprot/uniprot.fasta \ --pdb_seqres_database_path=$database_dir/pdb_seqres/pdb_seqres.txt \ --template_mmcif_dir=$database_dir/pdb_mmcif/mmcif_files \ --obsolete_pdbs_path=$database_dir/pdb_mmcif/obsolete.dat \ --use_precomputed_msas=True echo "Starting prediction..." -fasta_dir=$(dirname $fasta_path) -target_name=${fasta_dir##*/} +fasta_file=$(basename $fasta_path) +target_name=${fasta_file%.fa*} python unifold/inference.py \ --model_name=$model_name \ --param_path=$param_path \ diff --git a/unifold/homo_search.py b/unifold/homo_search.py index 129da86..0c7b499 100644 --- a/unifold/homo_search.py +++ b/unifold/homo_search.py @@ -17,6 +17,7 @@ import json import os import pickle +from pathlib import Path import shutil import time import gzip @@ -261,7 +262,7 @@ def main(argv): ) fasta_path = FLAGS.fasta_path - fasta_name = FLAGS.fasta_path.split("/")[-2] + fasta_name = Path(fasta_path).stem input_fasta_str = open(fasta_path).read() input_seqs, input_descs = parsers.parse_fasta(input_fasta_str) if len(input_seqs) > 1: From f1f7baa08d4621b9b34d47ff5d429e660bbb47a0 Mon Sep 17 00:00:00 2001 From: Ziyao Li <36321246+ZiyaoLi@users.noreply.github.com> Date: Wed, 7 Sep 2022 17:39:10 +0800 Subject: [PATCH 59/92] UF-Symmetry inference code (#44) * swap case study * add uf-symmetry inference (#21) * notebook noqa * fix arg-passing bug * fix plotting bug * fix b factor bug --- .gitignore | 1 + README.md | 52 ++++++ img/uf-symmetry-effect.gif | Bin 0 -> 2376175 bytes notebooks/unifold.ipynb | 122 ++++++++++--- run_uf_symmetry.sh | 31 ++++ setup.py | 2 +- unifold/inference_symmetry.py | 240 +++++++++++++++++++++++++ unifold/symmetry/__init__.py | 18 ++ unifold/symmetry/assemble.py | 126 ++++++++++++++ unifold/symmetry/config.py | 28 +++ unifold/symmetry/dataset.py | 53 ++++++ unifold/symmetry/geometry_utils.py | 238 +++++++++++++++++++++++++ unifold/symmetry/loss.py | 1 + unifold/symmetry/model.py | 271 +++++++++++++++++++++++++++++ unifold/symmetry/modules.py | 239 +++++++++++++++++++++++++ 15 files changed, 1392 insertions(+), 30 deletions(-) create mode 100644 img/uf-symmetry-effect.gif create mode 100644 run_uf_symmetry.sh create mode 100644 unifold/inference_symmetry.py create mode 100644 unifold/symmetry/__init__.py create mode 100644 unifold/symmetry/assemble.py create mode 100644 unifold/symmetry/config.py create mode 100644 unifold/symmetry/dataset.py create mode 100644 unifold/symmetry/geometry_utils.py create mode 100644 unifold/symmetry/loss.py create mode 100644 unifold/symmetry/model.py create mode 100644 unifold/symmetry/modules.py diff --git a/.gitignore b/.gitignore index 510b55a..e65bc18 100644 --- a/.gitignore +++ b/.gitignore @@ -120,3 +120,4 @@ test/ *.tfevents.* *.sto *.a3m +nogit/ diff --git a/README.md b/README.md index 090ba95..4c1899e 100644 --- a/README.md +++ b/README.md @@ -2,6 +2,7 @@ [[bioRxiv](https://www.biorxiv.org/content/10.1101/2022.08.04.502811v2)], [[Uni-Fold Colab](https://colab.research.google.com/github/dptech-corp/Uni-Fold/blob/main/notebooks/unifold.ipynb)], [[Hermite™](https://hermite.dp.tech/)] +[[UF-Symmetry bioRxiv](https://www.biorxiv.org/content/10.1101/2022.08.30.505833)] We proudly present Uni-Fold as a thoroughly open-source platform for developing protein models beyond [AlphaFold](https://github.com/deepmind/alphafold/). Uni-Fold introduces the following features: @@ -9,6 +10,7 @@ We proudly present Uni-Fold as a thoroughly open-source platform for developing - Model correctness proved by successful from-scratch training with equivalent accuracy, both monomer and multimer included. - Highest efficiency among existing AlphaFold implementations (to our knowledge). - Easy distributed training based on [Uni-Core](https://github.com/dptech-corp/Uni-Core/), as well as other conveniences including half-precision training (`float16/bfloat16`), per-sample gradient clipping, and fused CUDA kernels. +- Fast prediction of large symmetric complexes with UF-Symmetry. ![case](./img/case.png) @@ -44,6 +46,19 @@ The name Uni-Fold is inherited from our previous repository, [Uni-Fold-JAX](http --- +## NEWEST in Uni-Fold + +[2022-09-06] We released the code of Uni-Fold Symmetry (UF-Symmetry), a fast solution to fold large symmetric protein complexes. The details of UF-Symmetry can be found in [bioRxiv: Uni-Fold Symmetry: Harnessing Symmetry in Folding Large Protein Complexes](https://www.biorxiv.org/content/10.1101/2022.08.30.505833). The code of UF-Symmetry is concentrated in the folder [`unifold/symmetry`](./unifold/symmetry/). + +![case](./img/uf-symmetry-effect.png) +

      + +Figure 4. Prediction of UF-Symmetry. AlphaFold etc. failed due to OOM errors. + +
      + +  + ## Installation and Preparations ### Installing Uni-Fold @@ -175,6 +190,29 @@ Besides the notices in the previous section, additionaly note that: 1. The model architecture should be correctly specified by the model name. 2. Checkpoints must be in Uni-Fold format (`*.pt`). +## Run UF-Symmetry + +To run UF-Symmetry, please first install the newest version of Uni-Fold, and download the parameters of UF-Symmetry: + +```bash +wget https://uni-fold.dp.tech/uf_symmetry_params_2022-09-06.tar.gz +tar -zxf uf_symmetry_params_2022-09-06.tar.gz +``` + +Run + +```bash +bash run_uf_symmetry.sh \ + /path/to/the/input.fasta \ # target fasta file, include AU only + C3 \ # desired symmetry group + /path/to/the/output/directory/ \ # output directory + /path/to/database/directory/ \ # directory of databases + 2020-05-01 \ # use templates before this date + /path/to/model_parameters.pt # model parameters +``` + +to inference with UF-Symmetry. **Note that the input FASTA file should contain the sequences of the asymmetric unit only, and a symmetry group must be specified for the model.** + ## Inference on Hermite We provide covenient structure prediction service on [Hermite™](https://hermite.dp.tech/), a new-generation drug design platform powered by AI, physics, and computing. Users only need to upload sequences of protein monomers and multimers to obtain the predicted structures from Uni-Fold, acompanied by various analyzing tools. [Click here](https://docs.google.com/document/d/1iFdezkKJVuhyqN3WvzsC7-422T-zf18IhP7M9CBj5gs) for more information of how to use Hermite™. @@ -199,6 +237,20 @@ If you use the code, the model parameters, the web server at [Hermite™](https: } ``` +If you use the relative utilities of UF-Symmetry, please cite + +```bibtex +@article {uf-symmetry, + author = {Li, Ziyao and Yang, Shuwen and Liu, Xuyang and Chen, Weijie and Wen, Han and Shen, Fan and Ke, Guolin and Zhang, Linfeng}, + title = {Uni-Fold Symmetry: Harnessing Symmetry in Folding Large Protein Complexes}, + year = {2022}, + doi = {10.1101/2022.08.30.505833}, + URL = {https://www.biorxiv.org/content/early/2022/08/30/2022.08.30.505833}, + eprint = {https://www.biorxiv.org/content/early/2022/08/30/2022.08.30.505833.full.pdf}, + journal = {bioRxiv} +} +``` + ## Acknowledgements Our training framework is based on [Uni-Core](https://github.com/dptech-corp/Uni-Core/). Implementation of fused operators referred to [fused_ops](https://github.com/guolinke/fused_ops/) and [OneFlow](https://github.com/Oneflow-Inc/oneflow). We partly referred to an early version of [OpenFold](https://github.com/aqlaboratory/openfold) for some of the PyTorch implementations, while mostly followed the original code of [AlphaFold](https://github.com/deepmind/alphafold/). 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zsl&OhCZH}{1T+1@Ydz#q^XjRItjhz5<~Nn(<`ufQo7>h|$WXo!q3qG;7iSKAFSdIK h*lPIMmY*t)RyqFJ<@)YZMQ8BuwkChZ!eJnr{{fK0b%Ou^ literal 0 HcmV?d00001 diff --git a/notebooks/unifold.ipynb b/notebooks/unifold.ipynb index 5b44eef..1e8d77d 100644 --- a/notebooks/unifold.ipynb +++ b/notebooks/unifold.ipynb @@ -27,6 +27,7 @@ "* Evans et al. \"[Protein complex prediction with AlphaFold-Multimer.](https://www.biorxiv.org/content/10.1101/2021.10.04.463034v1)\" biorxiv (2021)\n", "* Mirdita M, Schütze K, Moriwaki Y, Heo L, Ovchinnikov S and Steinegger M. \"[ColabFold: Making protein folding accessible to all.](https://www.nature.com/articles/s41592-022-01488-1)\" Nature Methods (2022) \n", "* Ziyao Li, Xuyang Liu, Weijie Chen, Fan Shen, Hangrui Bi, Guolin Ke, Linfeng Zhang. \"[Uni-Fold: An Open-Source Platform for Developing Protein Folding Models beyond AlphaFold.](https://www.biorxiv.org/content/10.1101/2022.08.04.502811v1)\" biorxiv (2022)\n", + "* Ziyao Li, Shuwen Yang, Xuyang Liu, Weijie Chen, Han Wen, Fan Shen, Guolin Ke, Linfeng Zhang. \"[Uni-Fold Symmetry: Harnessing Symmetry in Folding Large Protein Complexes.](https://www.biorxiv.org/content/10.1101/2022.08.30.505833v1)\" bioRxiv (2022)\n", "\n", "\n", "**Acknowledgements**\n", @@ -78,6 +79,8 @@ "GIT_REPO = 'https://github.com/dptech-corp/Uni-Fold'\n", "UNICORE_URL = 'https://github.com/dptech-corp/Uni-Core/releases/download/0.0.1/unicore-0.0.1+cu113torch1.12.1-cp37-cp37m-linux_x86_64.whl'\n", "PARAM_URL = 'https://drive.google.com/uc?id=1A9iXMYCwP0f_U0FgISJ_6BX7FXZtglvV'\n", + "UF_SYMM_PARAM_URL = 'https://uni-fold.dp.tech/uf_symmetry_params_2022-09-06.tar.gz' # TODO: use Google drive.\n", + "\n", "\n", "!rm *.whl\n", "!wget {UNICORE_URL} \n", @@ -86,7 +89,9 @@ "!git clone -b main {GIT_REPO}\n", "!pip3 -q install ./Uni-Fold\n", "!gdown {PARAM_URL}\n", - "!tar -xzf \"unifold_params_2022-08-01.tar.gz\"\n" + "!tar -xzf \"unifold_params_2022-08-01.tar.gz\"\n", + "!wget {UF_SYMM_PARAM_URL}\n", + "!tar -xzf \"uf_symmetry_params_2022-09-06.tar.gz\"" ] }, { @@ -145,6 +150,7 @@ "\n", "def validate_input(\n", " input_sequences: Sequence[str],\n", + " symmetry: str,\n", " min_length: int,\n", " max_length: int,\n", " max_multimer_length: int) -> Tuple[Sequence[str], bool]:\n", @@ -158,10 +164,22 @@ " min_length=min_length,\n", " max_length=max_length)\n", " sequences.append(input_sequence)\n", + " \n", + " if symmetry_group != 'C1':\n", + " if symmetry_group.startswith('C') and symmetry_group[1:].isnumeric():\n", + " print(f'Using UF-Symmetry with group {symmetry_group}. If you do not '\n", + " f'want to use UF-Symmetry, please use `C1` and copy the AU '\n", + " f'sequences to the count in the assembly.')\n", + " is_multimer = (len(sequences) > 1)\n", + " return sequences, is_multimer, symmetry_group\n", + " else:\n", + " raise ValueError(f\"UF-Symmetry does not support symmetry group \"\n", + " f\"{symmetry_group} currently. Cyclic groups (Cx) are \"\n", + " f\"supported only.\")\n", "\n", - " if len(sequences) == 1:\n", + " elif len(sequences) == 1:\n", " print('Using the single-chain model.')\n", - " return sequences, False\n", + " return sequences, False, None\n", "\n", " elif len(sequences) > 1:\n", " total_multimer_length = sum([len(seq) for seq in sequences])\n", @@ -171,7 +189,7 @@ " f'{max_multimer_length}. Please use the full AlphaFold '\n", " f'system for long multimers.')\n", " print(f'Using the multimer model with {len(sequences)} sequences.')\n", - " return sequences, True\n", + " return sequences, True, None\n", "\n", " else:\n", " raise ValueError('No input amino acid sequence provided, please provide at '\n", @@ -186,6 +204,8 @@ "sequence_3 = '' #@param {type:\"string\"}\n", "sequence_4 = '' #@param {type:\"string\"}\n", "\n", + "symmetry_group = 'C1' #@param {type:\"string\"}\n", + "\n", "use_templates = True #@param {type:\"boolean\"}\n", "msa_mode = \"MMseqs2\" #@param [\"MMseqs2\",\"single_sequence\"]\n", "\n", @@ -198,8 +218,9 @@ "target_id = add_hash(jobname, basejobname)\n", "\n", "# Validate the input.\n", - "sequences, is_multimer = validate_input(\n", + "sequences, is_multimer, symmetry_group = validate_input(\n", " input_sequences=input_sequences,\n", + " symmetry_group=symmetry_group,\n", " min_length=MIN_SINGLE_SEQUENCE_LENGTH,\n", " max_length=MAX_SINGLE_SEQUENCE_LENGTH,\n", " max_multimer_length=MAX_MULTIMER_LENGTH)\n", @@ -646,6 +667,7 @@ "source": [ "#@title Uni-Fold prediction\n", "\n", + "from unittest import result\n", "import torch\n", "import json\n", "from unifold.config import model_config\n", @@ -654,6 +676,12 @@ "from unicore.utils import (\n", " tensor_tree_map,\n", ")\n", + "from unifold.symmetry import (\n", + " UFSymmetry,\n", + " uf_symmetry_config,\n", + " assembly_from_prediction,\n", + " load_and_process_symmetry,\n", + ")\n", "\n", "def automatic_chunk_size(seq_len):\n", " if seq_len < 512:\n", @@ -670,7 +698,7 @@ "\n", "\n", "def load_feature_for_one_target(\n", - " config, data_folder, seed=0, is_multimer=False, use_uniprot=False\n", + " config, data_folder, seed=0, is_multimer=False, use_uniprot=False, symmetry_group=None,\n", "):\n", " if not is_multimer:\n", " uniprot_msa_dir = None\n", @@ -681,21 +709,40 @@ " else:\n", " uniprot_msa_dir = data_folder\n", " sequence_ids = open(os.path.join(data_folder, \"chains.txt\")).readline().split()\n", - " batch, _ = load_and_process(\n", - " config=config.data,\n", - " mode=\"predict\",\n", - " seed=seed,\n", - " batch_idx=None,\n", - " data_idx=0,\n", - " is_distillation=False,\n", - " sequence_ids=sequence_ids,\n", - " monomer_feature_dir=data_folder,\n", - " uniprot_msa_dir=uniprot_msa_dir,\n", - " )\n", + " \n", + " if symmetry_group is None:\n", + " batch, _ = load_and_process(\n", + " config=config.data,\n", + " mode=\"predict\",\n", + " seed=seed,\n", + " batch_idx=None,\n", + " data_idx=0,\n", + " is_distillation=False,\n", + " sequence_ids=sequence_ids,\n", + " monomer_feature_dir=data_folder,\n", + " uniprot_msa_dir=uniprot_msa_dir,\n", + " )\n", + " \n", + " else:\n", + " batch, _ = load_and_process_symmetry(\n", + " config=config.data,\n", + " mode=\"predict\",\n", + " seed=seed,\n", + " batch_idx=None,\n", + " data_idx=0,\n", + " is_distillation=False,\n", + " symmetry=symmetry_group,\n", + " sequence_ids=sequence_ids,\n", + " monomer_feature_dir=data_folder,\n", + " uniprot_msa_dir=uniprot_msa_dir,\n", + " )\n", " batch = UnifoldDataset.collater([batch])\n", " return batch\n", "\n", - "if is_multimer:\n", + "if symmetry_group is not None:\n", + " model_name = \"uf_symmetry\"\n", + " param_path = \"./uf_symmetry.pt\"\n", + "elif is_multimer:\n", " model_name = \"multimer_ft\"\n", " param_path = \"./multimer.unifold.pt\"\n", "else:\n", @@ -707,14 +754,17 @@ "manual_seed = 42 #@param {type:\"integer\"}\n", "times = 3 #@param {type:\"integer\"}\n", "\n", - "config = model_config(model_name)\n", + "if symmetry_group is None:\n", + " config = model_config(model_name)\n", + "else:\n", + " config = uf_symmetry_config()\n", "config.data.common.max_recycling_iters = max_recycling_iters\n", "config.globals.max_recycling_iters = max_recycling_iters\n", "config.data.predict.num_ensembles = num_ensembles\n", "\n", "# faster prediction with large chunk\n", "config.globals.chunk_size = 128\n", - "model = AlphaFold(config)\n", + "model = AlphaFold(config) if symmetry_group is None else UFSymmetry(config)\n", "print(\"start to load params {}\".format(param_path))\n", "state_dict = torch.load(param_path)[\"ema\"][\"params\"]\n", "state_dict = {\".\".join(k.split(\".\")[1:]): v for k, v in state_dict.items()}\n", @@ -742,6 +792,7 @@ " cur_seed,\n", " is_multimer=is_multimer,\n", " use_uniprot=is_multimer,\n", + " symmetry_group=symmetry_group,\n", " )\n", " seq_len = batch[\"aatype\"].shape[-1]\n", " model.globals.chunk_size = automatic_chunk_size(seq_len)\n", @@ -777,19 +828,26 @@ " plddt[..., None], residue_constants.atom_type_num, axis=-1\n", " )\n", " # TODO: , may need to reorder chains, based on entity_ids\n", - " cur_protein = protein.from_prediction(\n", - " features=batch, result=out, b_factors=plddt_b_factors\n", - " )\n", + " if symmetry_group is None:\n", + " cur_protein = protein.from_prediction(\n", + " features=batch, result=out, b_factors=plddt_b_factors\n", + " )\n", + " else:\n", + " plddt_b_factors_assembly = np.concatenate(\n", + " [plddt_b_factors for _ in range(batch[\"symmetry_opers\"].shape[0])])\n", + " cur_protein = assembly_from_prediction(\n", + " result=out, b_factors=plddt_b_factors_assembly,\n", + " )\n", " cur_save_name = (\n", " f\"{cur_param_path_postfix}_{cur_seed}\"\n", " )\n", " plddts[cur_save_name] = str(mean_plddt)\n", - " if is_multimer:\n", + " if is_multimer and symmetry_group is None:\n", " ptms[cur_save_name] = str(np.mean(out[\"iptm+ptm\"]))\n", " with open(os.path.join(output_dir, cur_save_name + '.pdb'), \"w\") as f:\n", " f.write(protein.to_pdb(cur_protein))\n", "\n", - " if is_multimer:\n", + " if is_multimer and symmetry_group is None:\n", " mean_ptm = np.mean(out[\"iptm+ptm\"])\n", " if mean_ptm>best_score:\n", " best_protein = cur_protein\n", @@ -870,7 +928,7 @@ " return plt\n", "\n", "\n", - "if is_multimer:\n", + "if is_multimer and symmetry_group is None:\n", " multichain_view = py3Dmol.view(width=800, height=600)\n", " multichain_view.addModelsAsFrames(to_visualize_pdb)\n", " multichain_style = {'cartoon': {'colorscheme': 'chain'}}\n", @@ -901,7 +959,7 @@ "display.display(grid)\n", "\n", "# Display pLDDT and predicted aligned error (if output by the model).\n", - "if is_multimer:\n", + "if is_multimer and symmetry_group is None:\n", " num_plots = 2\n", "else:\n", " num_plots = 1\n", @@ -983,12 +1041,18 @@ }, "gpuClass": "standard", "kernelspec": { - "display_name": "Python 3.8", + "display_name": "Python 3.8.10 64-bit", "language": "python", "name": "python3" }, "language_info": { - "name": "python" + "name": "python", + "version": "3.8.10" + }, + "vscode": { + "interpreter": { + "hash": "916dbcbb3f70747c44a77c7bcd40155683ae19c65e1c03b4aa3499c5328201f1" + } } }, "nbformat": 4, diff --git a/run_uf_symmetry.sh b/run_uf_symmetry.sh new file mode 100644 index 0000000..8acb6a8 --- /dev/null +++ b/run_uf_symmetry.sh @@ -0,0 +1,31 @@ +fasta_path=$1 +symmetry=$2 +output_dir_base=$3 +database_dir=$4 +max_template_date=$5 +param_path=$6 + +echo "Starting homogeneous searching..." +python unifold/homo_search.py \ + --fasta_path=$fasta_path \ + --max_template_date=$max_template_date \ + --output_dir=$output_dir_base \ + --uniref90_database_path=$database_dir/uniref90/uniref90.fasta \ + --mgnify_database_path=$database_dir/mgnify/mgy_clusters_2018_12.fa \ + --bfd_database_path=$database_dir/bfd/bfd_metaclust_clu_complete_id30_c90_final_seq.sorted_opt \ + --uniclust30_database_path=$database_dir/uniclust30/uniclust30_2018_08/uniclust30_2018_08 \ + --uniprot_database_path=$database_dir/uniprot_db/uniprot_220501/uniprot_trembl.fasta \ + --pdb_seqres_database_path=$database_dir/pdb_seqres/pdb_seqres.txt \ + --template_mmcif_dir=$database_dir/pdb_mmcif/mmcif_files \ + --obsolete_pdbs_path=$database_dir/pdb_mmcif/obsolete.dat \ + --use_precomputed_msas=True + +echo "Starting prediction..." +fasta_dir=$(dirname $fasta_path) +target_name=${fasta_dir##*/} +python unifold/inference_symmetry.py \ + --symmetry=$symmetry \ + --param_path=$param_path \ + --data_dir=$output_dir_base \ + --target_name=$target_name \ + --output_dir=$output_dir_base diff --git a/setup.py b/setup.py index 4e8aa2d..15edb38 100644 --- a/setup.py +++ b/setup.py @@ -18,7 +18,7 @@ setup( name="unifold", - version="2.0.0", + version="2.2.0", description="An open-source platform for developing protein folding models beyond AlphaFold.", author="DP Technology", author_email="unifold@dp.tech", diff --git a/unifold/inference_symmetry.py b/unifold/inference_symmetry.py new file mode 100644 index 0000000..62ff2b7 --- /dev/null +++ b/unifold/inference_symmetry.py @@ -0,0 +1,240 @@ +import argparse +import gzip +import logging +import numpy as np +import os +import pathlib +import time +import torch +import pickle +from unifold.data import residue_constants, protein +from unifold.dataset import UnifoldDataset +from unicore.utils import ( + tensor_tree_map, +) + +from unifold.symmetry import ( + UFSymmetry, + load_and_process_symmetry, + uf_symmetry_config, + assembly_from_prediction, +) + +from unifold.inference import ( + automatic_chunk_size, +) + + +def load_feature_for_one_target( + config, data_folder, symmetry, seed=0, is_multimer=False, use_uniprot=False +): + if not is_multimer: + uniprot_msa_dir = None + sequence_ids = ["A"] + if use_uniprot: + uniprot_msa_dir = data_folder + else: + uniprot_msa_dir = data_folder + sequence_ids = open(os.path.join(data_folder, "chains.txt")).readline().split() + batch, _ = load_and_process_symmetry( + config=config.data, + mode="predict", + seed=seed, + batch_idx=None, + data_idx=0, + is_distillation=False, + symmetry=symmetry, + sequence_ids=sequence_ids, + monomer_feature_dir=data_folder, + uniprot_msa_dir=uniprot_msa_dir, + is_monomer=(not is_multimer), + ) + batch = UnifoldDataset.collater([batch]) + return batch + + +def main(args): + config = uf_symmetry_config() + config.data.common.max_recycling_iters = args.max_recycling_iters + config.globals.max_recycling_iters = args.max_recycling_iters + config.data.predict.num_ensembles = args.num_ensembles + is_multimer = config.model.is_multimer + if args.sample_templates: + # enable template samples for diversity + config.data.predict.subsample_templates = True + # faster prediction with large chunk + config.globals.chunk_size = 128 + + model = UFSymmetry(config) + + print("start to load params {}".format(args.param_path)) + state_dict = torch.load(args.param_path)["ema"]["params"] + state_dict = {".".join(k.split(".")[1:]): v for k, v in state_dict.items()} + model.load_state_dict(state_dict) + model = model.to(args.model_device) + model.eval() + model.inference_mode() + if args.bf16: + model.bfloat16() + + # data path is based on target_name + data_dir = os.path.join(args.data_dir, args.target_name) + output_dir = os.path.join(args.output_dir, args.target_name) + os.system("mkdir -p {}".format(output_dir)) + param_name = pathlib.Path(args.param_path).stem + name_suffix = "" + if args.sample_templates: + name_suffix += "_st" + if not is_multimer and args.use_uniprot: + name_suffix += "_uni" + if args.max_recycling_iters != 3: + name_suffix += "_r" + str(args.max_recycling_iters) + if args.num_ensembles != 2: + name_suffix += "_e" + str(args.num_ensembles) + + symmetry = args.symmetry + if symmetry[0] != 'C': + raise NotImplementedError(f"symmetry {symmetry} is not supported currently.") + + print("start to predict {}".format(args.target_name)) + for seed in range(args.times): + cur_seed = hash((args.data_random_seed, seed)) % 100000 + batch = load_feature_for_one_target( + config, + data_dir, + args.symmetry, + cur_seed, + is_multimer=is_multimer, + use_uniprot=args.use_uniprot, + ) + seq_len = batch["aatype"].shape[-1] + + # faster prediction with large chunk/block size + chunk_size, block_size = automatic_chunk_size( + seq_len, + args.model_device, + args.bf16 + ) + model.globals.chunk_size = chunk_size + model.globals.block_size = block_size + + + with torch.no_grad(): + batch = { + k: torch.as_tensor(v, device=args.model_device) + for k, v in batch.items() + } + shapes = {k: v.shape for k, v in batch.items()} + print(shapes) + t = time.perf_counter() + raw_out = model(batch, expand=True) # when expand, output assembly. + print(f"Inference time: {time.perf_counter() - t}") + + def to_float(x): + if x.dtype == torch.bfloat16 or x.dtype == torch.half: + return x.float() + else: + return x + + out = raw_out + + # Toss out the recycling dimensions --- we don't need them anymore + batch = tensor_tree_map(lambda t: t[-1, 0, ...], batch) + batch = tensor_tree_map(to_float, batch) + out = tensor_tree_map(lambda t: t[0, ...], out) + out = tensor_tree_map(to_float, out) + batch = tensor_tree_map(lambda x: np.array(x.cpu()), batch) + out = tensor_tree_map(lambda x: np.array(x.cpu()), out) + + plddt = out["plddt"] + plddt_b_factors = np.repeat( + plddt[..., None], residue_constants.atom_type_num, axis=-1 + ) + plddt_b_factors_assembly = np.repeat( + plddt_b_factors, batch["symmetry_opers"].shape[0], axis=-2) + + cur_assembly = assembly_from_prediction( + result=out, b_factors=plddt_b_factors_assembly + ) + cur_save_name = ( + f"ufsymm_{param_name}_{cur_seed}{name_suffix}" + ) + with open(os.path.join(output_dir, cur_save_name + '.pdb'), "w") as f: + f.write(protein.to_pdb(cur_assembly)) + if args.save_raw_output: + out = { + k: v for k, v in out.items() + if k.startswith("final_") or k.startswith("expand_final_") or k == "plddt" + } + with gzip.open(os.path.join(output_dir, cur_save_name + '_outputs.pkl.gz'), 'wb') as f: + pickle.dump(out, f) + del out + + +if __name__ == "__main__": + parser = argparse.ArgumentParser() + parser.add_argument( + "--model_device", + type=str, + default="cuda:0", + help="""Name of the device on which to run the model. Any valid torch + device name is accepted (e.g. "cpu", "cuda:0")""", + ) + # Fixed model name as `uf_symmetry` so no need for --model_name + parser.add_argument( + "--param_path", type=str, default=None, help="Path to model parameters." + ) + parser.add_argument( + "--data_random_seed", + type=int, + default=42, + ) + parser.add_argument( + "--data_dir", + type=str, + default="", + ) + parser.add_argument( + "--target_name", + type=str, + default="", + ) + parser.add_argument( + "--symmetry", + type=str, + default="C1", + ) + parser.add_argument( + "--output_dir", + type=str, + default="", + ) + parser.add_argument( + "--times", + type=int, + default=3, + ) + parser.add_argument( + "--max_recycling_iters", + type=int, + default=3, + ) + parser.add_argument( + "--num_ensembles", + type=int, + default=2, + ) + parser.add_argument("--sample_templates", action="store_true") + parser.add_argument("--use_uniprot", action="store_true") + parser.add_argument("--bf16", action="store_true") + parser.add_argument("--save_raw_output", action="store_true") + + args = parser.parse_args() + + if args.model_device == "cpu" and torch.cuda.is_available(): + logging.warning( + """The model is being run on CPU. Consider specifying + --model_device for better performance""" + ) + + main(args) diff --git a/unifold/symmetry/__init__.py b/unifold/symmetry/__init__.py new file mode 100644 index 0000000..7c7cea2 --- /dev/null +++ b/unifold/symmetry/__init__.py @@ -0,0 +1,18 @@ +# Copyright 2022 DeepMind Technologies Limited +# +# 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.from .dataset import load_and_process_symmetry +''' Implementation for UF-Symmetry ''' +from .model import UFSymmetry +from .config import uf_symmetry_config +from .assemble import assembly_from_prediction +from .dataset import load_and_process_symmetry diff --git a/unifold/symmetry/assemble.py b/unifold/symmetry/assemble.py new file mode 100644 index 0000000..d5d3af1 --- /dev/null +++ b/unifold/symmetry/assemble.py @@ -0,0 +1,126 @@ +import torch +import numpy as np + +from unifold.data.protein import Protein +from ..modules.featurization import atom14_to_atom37 +from ..modules.frame import Frame + + +def expand_frames(frames: Frame, ops: Frame) -> torch.Tensor: + """ + Args: + frames: Rigid of shape [*, NR] + ops: Rigid of shape [NG] + Returns: + Tensor of shape [*, NGxNR, 4, 4] + """ + batch_shape = frames.shape[:-1] + ret = ops[..., None].compose(frames[..., None, :]).to_tensor_4x4() + ret = ret.reshape(*batch_shape, -1, 4, 4) + return ret + + +def expand_sc_frames(sc_frames: Frame, ops: Frame) -> torch.Tensor: + """ + Args: + frames: Rigid of shape [*, NR] + ops: Rigid of shape [NG] + Returns: + Tensor of shape [*, NGxNR, 4, 4] + """ + batch_shape = sc_frames.shape[:-2] + ret = ops[..., None, None].compose(sc_frames[..., None, :, :]).to_tensor_4x4() + ret = ret.reshape(*batch_shape, -1, sc_frames.shape[-1], 4, 4) + return ret + + +def expand_atom_positions(positions: torch.Tensor, ops: Frame) -> torch.Tensor: + """ + Args: + positions: Tensor of shape [*, NR, 37, 3] + ops: Rigid of shape [NG] + Returns: + Tensor of shape [*, NG * NR] + """ + batch_shape = positions.shape[:-3] + position_shape = positions.shape[-2:] + ret = ops[..., None, None].apply(positions[..., None, :, :, :]) + ret = ret.reshape(*batch_shape, -1, *position_shape) + return ret + + +def expand_symmetry(sm_out, batch): + ops = Frame.from_tensor_4x4(batch["symmetry_opers"][-1, 0, ...].float()) # reduce recycle and batch dims. + num_expand = ops.shape[0] + frames = Frame.from_tensor_4x4(sm_out["frames"].float()) + sidechain_frames = Frame.from_tensor_4x4(sm_out["sidechain_frames"].float()) + positions = sm_out["positions"].float() + + def repeat_fn(tensor, repeats, dim): + shape = [1 for _ in tensor.shape] + shape[dim] = repeats + return tensor.repeat(shape) + + symm_out = { + "frames": expand_frames(frames, ops), + "sidechain_frames": expand_sc_frames(sidechain_frames, ops), + "unnormalized_angles": repeat_fn(sm_out["unnormalized_angles"], num_expand, dim=-3), + "angles": repeat_fn(sm_out["angles"], num_expand, dim=-3), + "single": repeat_fn(sm_out["single"], num_expand, dim=-2), + "positions": expand_atom_positions(positions, ops), + } + + feats_expand_dims = { + "residx_atom37_to_atom14": -2, + "entity_id": -1, + "num_sym": -1, + "aatype": -1, + "residue_index": -1, + "atom37_atom_exists": -2, + "seq_mask": -1, + } + symm_feats = { + k: repeat_fn(batch[k], num_expand, dim=v)[-1] for k, v in feats_expand_dims.items() if k in batch + } + + asym_id = batch["asym_id"] + def asym_fn(asym_id, i, num_asym): + ret = asym_id + num_asym * i + ret[asym_id == 0] = 0 + return ret + asym_ids = torch.cat( + [asym_fn(asym_id, i, batch["num_asym"]) for i in range(num_expand)], dim=-1 + ).long() + symm_feats["asym_id"] = asym_ids[-1] + symm_feats["num_sym"] = symm_feats["num_sym"] * num_expand + symm_feats["num_asym"] = batch["num_asym"][-1] * num_expand + + if "all_atom_positions" in batch: + symm_feats["all_atom_positions"] = expand_atom_positions(batch["all_atom_positions"], ops)[-1] + symm_feats["all_atom_mask"] = repeat_fn(batch["all_atom_mask"], num_expand, -2)[-1] + + symm_out["expand_final_atom_positions"] = atom14_to_atom37(symm_out["positions"], symm_feats) + symm_out["expand_final_atom_mask"] = symm_feats["atom37_atom_exists"] + + return symm_feats, symm_out + + +def assembly_from_prediction( + result, + b_factors=None) -> Protein: + + chain_index = result["expand_batch"]["asym_id"] + aatype = result["expand_batch"]["aatype"] + residue_index = result["expand_batch"]["residue_index"] + atom_positions = result["expand_final_atom_positions"] + atom_mask = result["expand_final_atom_mask"] + if b_factors is None: + b_factors = np.zeros_like(atom_mask) + return Protein( + aatype=aatype, + atom_positions=atom_positions, + atom_mask=atom_mask, + residue_index=residue_index + 1, + chain_index=chain_index - 1, + b_factors=b_factors + ) diff --git a/unifold/symmetry/config.py b/unifold/symmetry/config.py new file mode 100644 index 0000000..b96f48f --- /dev/null +++ b/unifold/symmetry/config.py @@ -0,0 +1,28 @@ +import ml_collections as mlc +from ..config import model_config, recursive_set + +def uf_symmetry_config(): + config = model_config("multimer", train=False) + + config.data.common.features.symmetry_opers = [None, 3, 3] + config.data.common.features.num_asym = [None] + config.data.common.features.pseudo_residue_feat = [None] + + recursive_set(config, "max_msa_clusters", 256) + + config.model.heads.pae.enabled = True # pTM is in development, not reliable. + config.loss.pae.weight = 0.0 + config.model.heads.experimentally_resolved.enabled = True + config.loss.experimentally_resolved.weight = 0.0 + + config.model.pseudo_residue_embedder = mlc.ConfigDict({ + "d_in": 8, + "d_hidden": 48, + "d_out": 48, + "num_blocks": 4, + }) + + config.model.input_embedder.pr_dim = 48 + config.model.heads.pae.disable_enhance_head = True + + return config diff --git a/unifold/symmetry/dataset.py b/unifold/symmetry/dataset.py new file mode 100644 index 0000000..defa095 --- /dev/null +++ b/unifold/symmetry/dataset.py @@ -0,0 +1,53 @@ +import numpy as np +import ml_collections as mlc +from typing import * + +from unifold.symmetry.geometry_utils import get_transform +from ..dataset import load_and_process + +import torch + +def get_pseudo_residue_feat(symmetry: str): + circ = 2. * np.pi + symmetry = "C1" if symmetry is None else symmetry + if symmetry == 'C1': + ret = np.array([1., 0., 0., 0., 0., 0., 1., 0.], dtype=float) + elif symmetry[0] == 'C': + theta = circ / float(symmetry[1:]) + ret = np.array([0., 1., 0., 0., 0., 0., np.cos(theta), np.sin(theta)], dtype=float) + elif symmetry[0] == 'D': + theta = circ / float(symmetry[1:]) + ret = np.array([0., 0., 1., 0., 0., 0., np.cos(theta), np.sin(theta)], dtype=float) + elif symmetry == 'I': + ret = np.array([0., 0., 0., 1., 0., 0., 1., 0.], dtype=float) + elif symmetry == 'O': + ret = np.array([0., 0., 0., 0., 1., 0., 1., 0.], dtype=float) + elif symmetry == 'T': + ret = np.array([1., 0., 0., 0., 0., 1., 1., 0.], dtype=float) + elif symmetry == 'H': + raise NotImplementedError("helical structures not supported currently.") + else: + raise ValueError(f"unknown symmetry type {symmetry}") + return ret + + +def load_and_process_symmetry( + config: mlc.ConfigDict, + mode: str, + seed: int = 0, + batch_idx: Optional[int] = None, + data_idx: Optional[int] = None, + is_distillation: bool = False, + symmetry: str = 'C1', + **load_kwargs, +): + if mode == "train": + raise NotImplementedError("training UF-Symmetry not implemented.") + if not symmetry.startswith('C'): + raise NotImplementedError(f"symmetry group {symmetry} not supported currently.") + feats, _ = load_and_process(config, mode, seed, batch_idx, data_idx, is_distillation, **load_kwargs) + feats["symmetry_opers"] = torch.tensor(get_transform(symmetry), dtype=float)[None, :] + feats["pseudo_residue_feat"] = torch.tensor(get_pseudo_residue_feat(symmetry), dtype=float)[None, :] + feats["num_asym"] = torch.max(feats["asym_id"])[None] + + return feats, None diff --git a/unifold/symmetry/geometry_utils.py b/unifold/symmetry/geometry_utils.py new file mode 100644 index 0000000..4977bef --- /dev/null +++ b/unifold/symmetry/geometry_utils.py @@ -0,0 +1,238 @@ +import numpy as np +from typing import List, Tuple, Sequence, Optional + + +def get_rotation_from_axis_theta(axis: Sequence[float], theta: float) -> np.ndarray: + """ + Calculates a rotation matrix given an axis and angle. + + Parameters + ---------- + axis : sequence of float + The rotation axis. + theta : float + The rotation angle. + + Returns + ------- + rot_mat : np.ndarray + The rotation matrix. + """ + assert len(axis) == 3 + k_x, k_y, k_z = axis + c, s = np.cos(theta), np.sin(theta) + r_00 = c + (k_x ** 2) * (1 - c) + r_11 = c + (k_y ** 2) * (1 - c) + r_22 = c + (k_z ** 2) * (1 - c) + r_01 = -s * k_z + (1 - c) * k_x * k_y + r_10 = s * k_z + (1 - c) * k_x * k_y + r_20 = -s * k_y + (1 - c) * k_x * k_z + r_02 = s * k_y + (1 - c) * k_x * k_z + r_12 = -s * k_x + (1 - c) * k_y * k_z + r_21 = s * k_x + (1 - c) * k_y * k_z + return np.array([ + [r_00, r_01, r_02], + [r_10, r_11, r_12], + [r_20, r_21, r_22], + ], dtype=np.float64) + + +STANDARD_AXES_C = np.array([ + [0, 0, 1], +], dtype=np.float64) + +STANDARD_AXES_D = np.array([ + [0, 0, 1], + [0, 1, 0], +], dtype=np.float64) + +NUM_SYM_T = [3, 2, 2] +STANDARD_AXES_T = np.array([ + [1 / np.sqrt(3), 1 / np.sqrt(3), 1 / np.sqrt(3)], + [0, 1, 0], + [1, 0, 0], +], dtype=np.float64) + +NUM_SYM_O = [3, 4, 2] +STANDARD_AXES_O = np.array([ + [1 / np.sqrt(3), 1 / np.sqrt(3), 1 / np.sqrt(3)], + [0, 0, 1], + [1, 0, 0], +], dtype=np.float64) + +NUM_SYM_I = [3, 5, 2, 2] +STANDARD_AXES_I = np.array([ + [0, -1 / np.sqrt(3), np.sqrt(2) / np.sqrt(3)], + [0, 0, 1], + [1 / 3, -2 * np.sqrt(2) / 3, 0], + [0, -np.sqrt(2) / np.sqrt(3), 1 / np.sqrt(3)], +], dtype=np.float64) + + +def get_standard_syms_axes(symmetry: str) -> Tuple[List[int], np.ndarray]: + """ + Get the information of spin axes of a symmetry type, including the axis vectors and their cyclic numbers. + + Parameters + ---------- + symmetry : str + Symmetry type. + + Returns + ------- + list_num_sym : List of int + The axes' cyclic numbers. + standard_axes: np.ndarray + The spin axes (normalized). + """ + if symmetry.startswith('C'): + list_num_sym = [int(symmetry[1:])] + standard_axes = STANDARD_AXES_C + elif symmetry.startswith('D'): + list_num_sym = [int(symmetry[1:]), 2] + standard_axes = STANDARD_AXES_D + elif symmetry == 'T': + list_num_sym = NUM_SYM_T + standard_axes = STANDARD_AXES_T + elif symmetry == 'O': + list_num_sym = NUM_SYM_O + standard_axes = STANDARD_AXES_O + elif symmetry == 'I': + list_num_sym = NUM_SYM_I + standard_axes = STANDARD_AXES_I + else: + assert False, f'{symmetry}' + return list_num_sym, standard_axes + + +def get_num_AU(symmetry: Optional[str]): + """ + The get_num_AU function takes a string as input and returns the number of + asymmetric units in that symmetry group. + + Parameters + ---------- + symmetry : str, optional + Symmetry type. + + Returns + ------- + num_AU : int + Number of asymmetric units. + """ + if symmetry is None: + return 1 + elif symmetry.startswith('C'): + return int(symmetry[1:]) + elif symmetry.startswith('D'): + return int(symmetry[1:]) * 2 + elif symmetry == 'T': + return 12 + elif symmetry == 'O': + return 24 + elif symmetry == 'I': + return 60 + elif symmetry == 'H': + raise NotImplementedError("helical structures not supported currently.") + else: + raise ValueError(f"unknown symmetry type {symmetry}") + + +def rotation_z(theta): + ca = np.cos(theta) + sa = np.sin(theta) + ret = np.array([[ ca, -sa, 0., 0.], + [ sa, ca, 0., 0.], + [ 0., 0., 1., 0.], + [ 0., 0., 0., 1.]]) + ret[np.abs(ret) < 1e-10] = 0 + return ret + + +def get_transform_C(grpnum): + interval = 2 * np.pi / grpnum + ret = np.stack([rotation_z(theta).astype(float) for theta in np.arange(0, 2 * np.pi, step=interval)]) + return ret + + +def get_transform_D(grpnum): + assert grpnum % 2 == 0 + c_transform = get_transform_C(grpnum // 2) + rot_y = np.array([[-1., 0., 0., 0.], + [ 0., 1., 0., 0.], + [ 0., 0., -1., 0.], + [ 0., 0., 0., 1.]]) + ret = np.concatenate([c_transform, c_transform @ rot_y], axis=0) + return ret + + +def combine_rigid_groups(rigid_groups: List[List[np.ndarray]]) -> np.ndarray: + list_rigid = [np.eye(4, dtype=np.float64)] + for rigid_group in rigid_groups: + temp_list_rigid = [] + for r1 in list_rigid: + for r2 in rigid_group: + temp_list_rigid.append(r2 @ r1) + list_rigid = temp_list_rigid + return np.stack(list_rigid) + + +def get_transform_TOI(symmetry: str) -> np.ndarray: + list_num_sym, standard_axes = get_standard_syms_axes(symmetry) + n = len(list_num_sym) + rigid_groups = [] + for i in range(n): + num_sym, axis = list_num_sym[i], standard_axes[i, :] + angles = [j * 2 * np.pi / num_sym for j in range(num_sym)] + rigid_group = [] + for angle in angles: + rigid = np.eye(4, dtype=np.float64) + rigid[:3, :3] = get_rotation_from_axis_theta(axis, angle) + rigid_group.append(rigid) + rigid_groups.append(rigid_group) + if symmetry == 'I': + xs = [0, 3, 2, 1] + rigid_groups = [rigid_groups[i] for i in xs] + return combine_rigid_groups(rigid_groups) + + +TRANSFORM_T = get_transform_TOI('T') +TRANSFORM_O = get_transform_TOI('O') +TRANSFORM_I = get_transform_TOI('I') +assert TRANSFORM_T.shape[0] == 12 +assert TRANSFORM_O.shape[0] == 24 +assert TRANSFORM_I.shape[0] == 60 + + +def get_transform(symmetry: str) -> np.ndarray: + """ + Get symmetry operators of the given symmetry. + + Parameters + ---------- + symmetry : str + Symmetry type. + + Returns + ------- + sym_opers: np.ndarray + (N * 4 * 4) Symmetry operators. + """ + if symmetry is None: + ret = get_transform_C(1) + elif symmetry.startswith('C'): + ret = get_transform_C(get_num_AU(symmetry)) + elif symmetry.startswith('D'): + ret = get_transform_D(get_num_AU(symmetry)) + elif symmetry == 'T': + ret = TRANSFORM_T + elif symmetry == 'O': + ret = TRANSFORM_O + elif symmetry == 'I': + ret = TRANSFORM_I + elif symmetry == 'H': + raise NotImplementedError("helical structures not supported currently.") + else: + raise ValueError(f"unknown symmetry type {symmetry}") + return ret + diff --git a/unifold/symmetry/loss.py b/unifold/symmetry/loss.py new file mode 100644 index 0000000..8a20be6 --- /dev/null +++ b/unifold/symmetry/loss.py @@ -0,0 +1 @@ +''' Yet to release. ''' \ No newline at end of file diff --git a/unifold/symmetry/model.py b/unifold/symmetry/model.py new file mode 100644 index 0000000..15ab0fd --- /dev/null +++ b/unifold/symmetry/model.py @@ -0,0 +1,271 @@ +import torch.nn.functional as F +from ..modules.alphafold import * +from .modules import SymmInputEmbedder, PseudoResidueEmbedder, SymmStructureModule +from .assemble import expand_symmetry + + +class UFSymmetry(AlphaFold): # inherit the main model. alterations implemented here. + def __init__(self, config): + assert not config.globals.alphafold_original_mode + super(UFSymmetry, self).__init__(config) + # replace input embedder with symm input embedder + self.input_embedder = SymmInputEmbedder(**config.model["input_embedder"], use_chain_relative=True) + self.pseudo_residue_embedder = PseudoResidueEmbedder(**config.model["pseudo_residue_embedder"]) + self.structure_module = SymmStructureModule( + **config.model["structure_module"], + ) + + def __make_input_float__(self): + super().__make_input_float__() + self.pseudo_residue_embedder = self.pseudo_residue_embedder.float() + + def iteration_evoformer(self, feats, m_1_prev, z_prev, x_prev): + batch_dims = feats["target_feat"].shape[:-2] + n = feats["target_feat"].shape[-2] + 1 # pr + seq_mask = feats["seq_mask"] + msa_mask = feats["msa_mask"] + pair_mask = seq_mask[..., None] * seq_mask[..., None, :] + + pr_feat = feats["pseudo_residue_feat"] + pr_feat = self.pseudo_residue_embedder(pr_feat) + + m, z, pr_m = self.input_embedder( + feats["target_feat"], + feats["msa_feat"], + pr_feat + ) + + if m_1_prev is None: + m_1_prev = m.new_zeros( + (*batch_dims, n, self.config.input_embedder.d_msa), + requires_grad=False, + ) + if z_prev is None: + z_prev = z.new_zeros( + (*batch_dims, n, n, self.config.input_embedder.d_pair), + requires_grad=False, + ) + if x_prev is None: + x_prev = z.new_zeros( + (*batch_dims, n, residue_constants.atom_type_num, 3), + requires_grad=False, + ) + + x_prev_ = pseudo_beta_fn(feats["aatype"], x_prev[..., 1:, :, :], None) + x_prev = torch.cat([x_prev[..., 0:1, 0, :], x_prev_], dim=-2) + + z += self.recycling_embedder.recyle_pos(x_prev) + + m_1_prev_emb, z_prev_emb = self.recycling_embedder( + m_1_prev, + z_prev, + ) + + m[..., 0, :, :] += m_1_prev_emb + + z += z_prev_emb + + relpos = self.input_embedder.relpos_emb( + feats["residue_index"].long(), + feats.get("sym_id", None), + feats.get("asym_id", None), + feats.get("entity_id", None), + feats.get("num_sym", None), + ) + + z[..., 1:, 1:, :] += relpos + + m = m.type(self.dtype) + z = z.type(self.dtype) + + tri_start_attn_mask, tri_end_attn_mask = gen_tri_attn_mask(pair_mask, self.inf) + + # m_in = m[..., 1:, :] + z_in = z[..., 1:, 1:, :] + + if self.config.template.enabled: + template_mask = feats["template_mask"] + if torch.any(template_mask): + z_in = residual( + z_in, + self.embed_templates_pair( + feats, + z_in, + pair_mask, + tri_start_attn_mask, + tri_end_attn_mask, + templ_dim=-4, + ), + self.training, + ) + + if self.config.extra_msa.enabled: + a = self.extra_msa_embedder(build_extra_msa_feat(feats)) + extra_msa_row_mask = gen_msa_attn_mask( + feats["extra_msa_mask"], + inf=self.inf, + gen_col_mask=False, + ) + z_in = self.extra_msa_stack( + a, + z_in, + msa_mask=feats["extra_msa_mask"], + chunk_size=self.globals.chunk_size, + block_size=self.globals.block_size, + pair_mask=pair_mask, + msa_row_attn_mask=extra_msa_row_mask, + msa_col_attn_mask=None, + tri_start_attn_mask=tri_start_attn_mask, + tri_end_attn_mask=tri_end_attn_mask, + ) + + if self.config.template.embed_angles: + template_1d_feat, template_1d_mask = self.embed_templates_angle(feats) + expand_shape = list(pr_m.shape) + expand_shape[-3] = template_1d_feat.shape[-3] + template_1d_feat = torch.cat([pr_m.expand(expand_shape), template_1d_feat], dim=-2) + msa_mask = torch.cat([feats["msa_mask"], template_1d_mask], dim=-2) + + # compose tensors back + m = torch.cat([m, template_1d_feat], dim=-3) + z_tmp = torch.cat([z[..., 1:, 0:1, :], z_in], dim=-2) + z = torch.cat([z[..., 0:1, :, :], z_tmp], dim=-3) + + # pad pr mask + pad_fn = lambda msk: F.pad(msk, (1, 0), "constant", 1.) + seq_mask = pad_fn(seq_mask) + msa_mask = pad_fn(msa_mask) + pair_mask = seq_mask[..., None] * seq_mask[..., None, :] + + msa_row_mask, msa_col_mask = gen_msa_attn_mask( + msa_mask, + inf=self.inf, + ) + tri_start_attn_mask, tri_end_attn_mask = gen_tri_attn_mask(pair_mask, self.inf) + + m, z, s = self.evoformer( + m, + z, + msa_mask=msa_mask, + pair_mask=pair_mask, + msa_row_attn_mask=msa_row_mask, + msa_col_attn_mask=msa_col_mask, + tri_start_attn_mask=tri_start_attn_mask, + tri_end_attn_mask=tri_end_attn_mask, + chunk_size=self.globals.chunk_size, + block_size=self.globals.block_size, + ) + return m, z, s, msa_mask, pair_mask, m_1_prev_emb, z_prev_emb + + def iteration_evoformer_structure_module( + self, batch, m_1_prev, z_prev, x_prev, cycle_no, num_recycling, num_ensembles=1 + ): + z, s = 0, 0 + n_seq = batch["msa_feat"].shape[-3] + assert num_ensembles >= 1 + for ensemble_no in range(num_ensembles): + idx = cycle_no * num_ensembles + ensemble_no + fetch_cur_batch = lambda t: t[min(t.shape[0] - 1, idx), ...] + feats = tensor_tree_map(fetch_cur_batch, batch) + m, z0, s0, msa_mask, pair_mask, m_1_prev_emb, z_prev_emb = self.iteration_evoformer( + feats, m_1_prev, z_prev, x_prev + ) + z += z0 + s += s0 + del z0, s0 + if num_ensembles > 1: + z /= float(num_ensembles) + s /= float(num_ensembles) + + outputs = {} + + outputs["msa"] = m[..., :n_seq, 1:, :] + outputs["pair"] = z[..., 1:, 1:, :] + outputs["single"] = s[..., 1:, :] + + # norm loss + if (not getattr(self, "inference", False)) and num_recycling == (cycle_no + 1): + delta_msa = m + delta_msa[..., 0, :, :] = delta_msa[..., 0, :, :] - m_1_prev_emb.detach() + delta_pair = z - z_prev_emb.detach() + outputs["delta_msa"] = delta_msa + outputs["delta_pair"] = delta_pair + outputs["msa_norm_mask"] = msa_mask + outputs["pair_norm_mask"] = pair_mask + + outputs["sm"] = self.structure_module( + s, + z, + feats["aatype"], + mask=feats["seq_mask"], + ) + outputs["final_atom_positions"] = atom14_to_atom37( + outputs["sm"]["positions"], feats + ) + outputs["final_atom_mask"] = feats["atom37_atom_exists"] + outputs["pred_frame_tensor"] = outputs["sm"]["frames"][-1] + + global_center = outputs['sm']['global_center_position'][..., None, :] + global_center = global_center.repeat(*((1,) * len(global_center.shape[:-2])), 37, 1) + x_prev = torch.cat([global_center, outputs["final_atom_positions"]], dim=-3) + + # use float32 for numerical stability + if (not getattr(self, "inference", False)): + m_1_prev = m[..., 0, :, :].float() + z_prev = z.float() + x_prev = x_prev.float() + else: + m_1_prev = m[..., 0, :, :] + z_prev = z + x_prev = x_prev + + return outputs, m_1_prev, z_prev, x_prev + + + def forward(self, batch, expand=True): + + m_1_prev = batch.get("m_1_prev", None) + z_prev = batch.get("z_prev", None) + x_prev = batch.get("x_prev", None) + + is_grad_enabled = torch.is_grad_enabled() + + num_iters = int(batch["num_recycling_iters"]) + 1 + num_ensembles = int(batch["msa_mask"].shape[0]) // num_iters + if self.training: + # don't use ensemble during training + assert num_ensembles == 1 + + # convert dtypes in batch + batch = self.__convert_input_dtype__(batch) + for cycle_no in range(num_iters): + is_final_iter = cycle_no == (num_iters - 1) + with torch.set_grad_enabled(is_grad_enabled and is_final_iter): + ( + outputs, + m_1_prev, + z_prev, + x_prev, + ) = self.iteration_evoformer_structure_module( + batch, + m_1_prev, + z_prev, + x_prev, + cycle_no=cycle_no, + num_recycling=num_iters, + num_ensembles=num_ensembles, + ) + if not is_final_iter: + del outputs + + if expand: + symmetry_feat, symmetry_output = expand_symmetry(outputs["sm"], batch) + outputs["expand_batch"] = symmetry_feat + outputs["expand_sm"] = symmetry_output + outputs["expand_final_atom_positions"] = symmetry_output["expand_final_atom_positions"] + outputs["expand_final_atom_mask"] = symmetry_output["expand_final_atom_mask"] + + if "asym_id" in batch: + outputs["asym_id"] = batch["asym_id"][0, ...] + outputs.update(self.aux_heads(outputs)) + return outputs diff --git a/unifold/symmetry/modules.py b/unifold/symmetry/modules.py new file mode 100644 index 0000000..8e6b27c --- /dev/null +++ b/unifold/symmetry/modules.py @@ -0,0 +1,239 @@ +import torch +import torch.nn as nn +import torch.nn.functional as F + +from unifold.modules.structure_module import * +from ..modules.common import Linear +from ..modules.embedders import InputEmbedder + +from typing import * + +import torch +import torch.nn as nn + + +class PseudoResidueResnetBlock(nn.Module): + def __init__(self, c_hidden): + """ + Args: + c_hidden: + Hidden channel dimension + """ + super(PseudoResidueResnetBlock, self).__init__() + + self.c_hidden = c_hidden + + self.linear_1 = Linear(self.c_hidden, self.c_hidden) + self.act = nn.GELU() + self.linear_2 = Linear(self.c_hidden, self.c_hidden) + + + def forward(self, x: torch.Tensor) -> torch.Tensor: + + x_0 = x + + x = self.act(x) + x = self.linear_1(x) + x = self.act(x) + x = self.linear_2(x) + + return x + x_0 + + +class PseudoResidueEmbedder(nn.Module): + def __init__( + self, + d_in: int, + d_out: int, + d_hidden: int, + num_blocks: int, + **kwargs, + ): + """ + Args: + c_in: + Input channel dimension + c_out: + Output channel dimension + """ + super(PseudoResidueEmbedder, self).__init__() + + self.d_in = d_in + self.d_out = d_out + self.d_hidden = d_hidden + self.num_blocks = num_blocks + + self.linear_in = Linear(self.d_in, self.d_hidden) + self.act = nn.GELU() + + self.layers = nn.ModuleList() + for _ in range(self.num_blocks): + layer = PseudoResidueResnetBlock(c_hidden=self.d_hidden) + self.layers.append(layer) + + self.linear_out = Linear(self.d_hidden, self.d_out) + + def forward(self, x: torch.Tensor) -> torch.Tensor: + """ + Args: + x: + [*, C_in] pseudo residue feature + Returns: + [*, C_out] embedding + """ + x = x.type(self.linear_in.weight.dtype) + + x = self.linear_in(x) + x = self.act(x) + for l in self.layers: + x = l(x) + x = self.linear_out(x) + + return x + + +class SymmInputEmbedder(InputEmbedder): + def __init__( + self, + pr_dim: Optional[int] = None, + **kwargs, + ): + super(SymmInputEmbedder, self).__init__(**kwargs) + d_pair = kwargs.get("d_pair") + d_msa = kwargs.get("d_msa") + self.pr_dim = pr_dim + self.linear_pr_z_i = Linear(pr_dim, d_pair) + self.linear_pr_z_j = Linear(pr_dim, d_pair) + self.linear_pr_m = Linear(pr_dim, d_msa) + + def forward( + self, + tf: torch.Tensor, + msa: torch.Tensor, + prf: torch.Tensor, + ) -> Tuple[torch.Tensor, torch.Tensor]: + # [*, N_res, c_z] + if self.tf_dim == 21: + # multimer use 21 target dim + tf = tf[...,1:] + # convert type if necessary + tf = tf.type(self.linear_tf_z_i.weight.dtype) + msa = msa.type(self.linear_tf_z_i.weight.dtype) + tf_emb_i = self.linear_tf_z_i(tf) # [*, N_res, c_z] + tf_emb_j = self.linear_tf_z_j(tf) + + pr_emb_i = self.linear_pr_z_i(prf) # [*, c_z] + pr_emb_j = self.linear_pr_z_j(prf) + + tf_emb_i = torch.cat([pr_emb_i[..., None, :], tf_emb_i], dim=-2) + tf_emb_j = torch.cat([pr_emb_j[..., None, :], tf_emb_j], dim=-2) + + # [*, N_res, N_res, c_z] + pair_emb = tf_emb_i[..., :, None, :] + tf_emb_j[..., None, :, :] + + # [*, N_clust, N_res, c_m] + n_clust = msa.shape[-3] + tf_m = ( + self.linear_tf_m(tf) + .unsqueeze(-3) + .expand(((-1,) * len(tf.shape[:-2]) + (n_clust, -1, -1))) + ) + msa_emb = self.linear_msa_m(msa) + tf_m + + pr_m = self.linear_pr_m(prf)[..., None, None, :] + pr_m_expand = pr_m.expand((-1,) * len(tf.shape[:-2]) + (n_clust, -1, -1)) + msa_emb = torch.cat([pr_m_expand, msa_emb], dim=-2) + return msa_emb, pair_emb, pr_m + + +class SymmStructureModule(StructureModule): + def forward( + self, + s, + z, + aatype, + mask=None, + ): + if mask is None: + mask = s.new_ones(s.shape[:-1]) + mask = F.pad(mask, (1, 0), "constant", 1.) + + # generate square mask + square_mask = mask.unsqueeze(-1) * mask.unsqueeze(-2) + square_mask = gen_attn_mask(square_mask, -self.inf).unsqueeze(-3) + s = self.layer_norm_s(s) + z = self.layer_norm_z(z) + initial_s = s + s = self.linear_in(s) + + quat_encoder = Quaternion.identity( + s.shape[:-1], + s.dtype, + s.device, + requires_grad=False, + ) + backb_to_global = Frame( + Rotation( + mat=quat_encoder.get_rot_mats(), + ), + quat_encoder.get_trans(), + ) + outputs = [] + for i in range(self.num_blocks): + s = residual(s, self.ipa(s, z, backb_to_global, square_mask), self.training) + s = self.ipa_dropout(s) + s = self.layer_norm_ipa(s) + s = self.transition(s) + + # update quaternion encoder + # use backb_to_global to avoid quat-to-rot conversion + quat_encoder = quat_encoder.compose_update_vec( + self.bb_update(s), pre_rot_mat=backb_to_global.get_rots() + ) + + # initial_s is always used to update the backbone + unnormalized_angles, angles = self.angle_resnet(s[..., 1:, :], initial_s[..., 1:, :]) + + # convert quaternion to rotation matrix + backb_to_global = Frame( + Rotation( + mat=quat_encoder.get_rot_mats(), + ), + quat_encoder.get_trans(), + ) + + global_frame = backb_to_global[..., 0:1] + local_frames = backb_to_global[..., 1:] + local_frames = global_frame.compose(local_frames) + + preds = { + "frames": local_frames.scale_translation( + self.trans_scale_factor + ).to_tensor_4x4(), # no pr + "unnormalized_angles": unnormalized_angles, + "angles": angles, + } + + outputs.append(preds) + if i < (self.num_blocks - 1): + # stop gradient in iteration + quat_encoder = quat_encoder.stop_rot_gradient() + backb_to_global = backb_to_global.stop_rot_gradient() + else: + all_frames_to_global = self.torsion_angles_to_frames( + local_frames.scale_translation(self.trans_scale_factor), + angles, + aatype, + ) # no pr + pred_positions = self.frames_and_literature_positions_to_atom14_pos( + all_frames_to_global, + aatype, + ) # no pr + + outputs = dict_multimap(torch.stack, outputs) + outputs["sidechain_frames"] = all_frames_to_global.to_tensor_4x4() + outputs["positions"] = pred_positions + outputs["single"] = s[..., 1:, :] + outputs["global_center_position"] = global_frame.get_trans() + + return outputs \ No newline at end of file From 79b58114ee5e97a5c59c6343bd4d2ebd7b675ada Mon Sep 17 00:00:00 2001 From: Ziyao Li <36321246+ZiyaoLi@users.noreply.github.com> Date: Wed, 7 Sep 2022 17:53:31 +0800 Subject: [PATCH 60/92] minor fix of uf-symmetry (#45) * fix demo case display * fix download error * sync to run unifold --- README.md | 2 +- notebooks/unifold.ipynb | 2 +- run_uf_symmetry.sh | 6 +++--- 3 files changed, 5 insertions(+), 5 deletions(-) diff --git a/README.md b/README.md index 4c1899e..c576809 100644 --- a/README.md +++ b/README.md @@ -50,7 +50,7 @@ The name Uni-Fold is inherited from our previous repository, [Uni-Fold-JAX](http [2022-09-06] We released the code of Uni-Fold Symmetry (UF-Symmetry), a fast solution to fold large symmetric protein complexes. The details of UF-Symmetry can be found in [bioRxiv: Uni-Fold Symmetry: Harnessing Symmetry in Folding Large Protein Complexes](https://www.biorxiv.org/content/10.1101/2022.08.30.505833). The code of UF-Symmetry is concentrated in the folder [`unifold/symmetry`](./unifold/symmetry/). -![case](./img/uf-symmetry-effect.png) +![case](./img/uf-symmetry-effect.gif)

      Figure 4. Prediction of UF-Symmetry. AlphaFold etc. failed due to OOM errors. diff --git a/notebooks/unifold.ipynb b/notebooks/unifold.ipynb index 1e8d77d..163c540 100644 --- a/notebooks/unifold.ipynb +++ b/notebooks/unifold.ipynb @@ -1022,7 +1022,7 @@ "file_lists = pdb_files + [\n", " plddt_file, plddt_svg_path\n", "]\n", - "if is_multimer:\n", + "if is_multimer and symmetry_group is None:\n", " ptm_file = os.path.join(output_dir, ptm_fname)\n", " file_lists.append(ptm_file)\n", " file_lists.append(pae_svg_path)\n", diff --git a/run_uf_symmetry.sh b/run_uf_symmetry.sh index 8acb6a8..071da1b 100644 --- a/run_uf_symmetry.sh +++ b/run_uf_symmetry.sh @@ -14,15 +14,15 @@ python unifold/homo_search.py \ --mgnify_database_path=$database_dir/mgnify/mgy_clusters_2018_12.fa \ --bfd_database_path=$database_dir/bfd/bfd_metaclust_clu_complete_id30_c90_final_seq.sorted_opt \ --uniclust30_database_path=$database_dir/uniclust30/uniclust30_2018_08/uniclust30_2018_08 \ - --uniprot_database_path=$database_dir/uniprot_db/uniprot_220501/uniprot_trembl.fasta \ + --uniprot_database_path=$database_dir/uniprot/uniprot.fasta \ --pdb_seqres_database_path=$database_dir/pdb_seqres/pdb_seqres.txt \ --template_mmcif_dir=$database_dir/pdb_mmcif/mmcif_files \ --obsolete_pdbs_path=$database_dir/pdb_mmcif/obsolete.dat \ --use_precomputed_msas=True echo "Starting prediction..." -fasta_dir=$(dirname $fasta_path) -target_name=${fasta_dir##*/} +fasta_file=$(basename $fasta_path) +target_name=${fasta_file%.fa*} python unifold/inference_symmetry.py \ --symmetry=$symmetry \ --param_path=$param_path \ From e6d076f81619e231ea21313b04ed26b069af1666 Mon Sep 17 00:00:00 2001 From: Ziyao Li <36321246+ZiyaoLi@users.noreply.github.com> Date: Wed, 7 Sep 2022 18:06:37 +0800 Subject: [PATCH 61/92] fix typo --- notebooks/unifold.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/notebooks/unifold.ipynb b/notebooks/unifold.ipynb index 163c540..16f8248 100644 --- a/notebooks/unifold.ipynb +++ b/notebooks/unifold.ipynb @@ -150,7 +150,7 @@ "\n", "def validate_input(\n", " input_sequences: Sequence[str],\n", - " symmetry: str,\n", + " symmetry_group: str,\n", " min_length: int,\n", " max_length: int,\n", " max_multimer_length: int) -> Tuple[Sequence[str], bool]:\n", From 02adce3b8bf829abd09c31908779e7e76af2ecc2 Mon Sep 17 00:00:00 2001 From: Albert Vilella Date: Fri, 9 Sep 2022 09:10:19 +0100 Subject: [PATCH 62/92] fix download link in README.md (#47) --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index c576809..cba6bc3 100644 --- a/README.md +++ b/README.md @@ -85,7 +85,7 @@ pip install -e . Training and inference with Uni-Fold require homology searches on sequence and structure databases. Use the following command to download these databases: ```bash - bash scripts/download_all_data.sh /path/to/database/directory + bash scripts/download/download_all_data.sh /path/to/database/directory ``` Make sure there is at least 3TB storage space for downloading (~500GB) and uncompressing the databases. From fb7e7570db9561b9215850a3795652b3340f6465 Mon Sep 17 00:00:00 2001 From: Guolin Ke Date: Fri, 9 Sep 2022 16:55:07 +0800 Subject: [PATCH 63/92] update paper link in readme --- README.md | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/README.md b/README.md index cba6bc3..0600909 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,6 @@ # Uni-Fold: an open-source platform for developing protein models beyond AlphaFold. -[[bioRxiv](https://www.biorxiv.org/content/10.1101/2022.08.04.502811v2)], [[Uni-Fold Colab](https://colab.research.google.com/github/dptech-corp/Uni-Fold/blob/main/notebooks/unifold.ipynb)], [[Hermite™](https://hermite.dp.tech/)] +[[bioRxiv](https://doi.org/10.1101/2022.08.04.502811)], [[Uni-Fold Colab](https://colab.research.google.com/github/dptech-corp/Uni-Fold/blob/main/notebooks/unifold.ipynb)], [[Hermite™](https://hermite.dp.tech/)] [[UF-Symmetry bioRxiv](https://www.biorxiv.org/content/10.1101/2022.08.30.505833)] @@ -22,7 +22,7 @@ Figure 1. Uni-Fold has equivalent or better performances compared with AlphaFold   -We evaluated Uni-Fold on PDB structures release after our training set with less than 40% template identity. The structures for evaluations are included in [`evaluation`](./evaluation). Uni-Fold enjoys similar monomer prediction accuracy and better multimer prediction accuracy compared with AlphaFold(-Multimer). We also benchmarked the efficiency of Uni-Fold. The end-to-end training efficiency is about 2.2 times of the official AlphaFold. More evaluation results and details are included in our [bioRxiv preprint](https://www.biorxiv.org/content/10.1101/2022.08.04.502811v2). +We evaluated Uni-Fold on PDB structures release after our training set with less than 40% template identity. The structures for evaluations are included in [`evaluation`](./evaluation). Uni-Fold enjoys similar monomer prediction accuracy and better multimer prediction accuracy compared with AlphaFold(-Multimer). We also benchmarked the efficiency of Uni-Fold. The end-to-end training efficiency is about 2.2 times of the official AlphaFold. More evaluation results and details are included in our [bioRxiv preprint](https://doi.org/10.1101/2022.08.04.502811). ![case](./img/accuracy.png)
      @@ -48,7 +48,7 @@ The name Uni-Fold is inherited from our previous repository, [Uni-Fold-JAX](http ## NEWEST in Uni-Fold -[2022-09-06] We released the code of Uni-Fold Symmetry (UF-Symmetry), a fast solution to fold large symmetric protein complexes. The details of UF-Symmetry can be found in [bioRxiv: Uni-Fold Symmetry: Harnessing Symmetry in Folding Large Protein Complexes](https://www.biorxiv.org/content/10.1101/2022.08.30.505833). The code of UF-Symmetry is concentrated in the folder [`unifold/symmetry`](./unifold/symmetry/). +[2022-09-06] We released the code of Uni-Fold Symmetry (UF-Symmetry), a fast solution to fold large symmetric protein complexes. The details of UF-Symmetry can be found in [bioRxiv: Uni-Fold Symmetry: Harnessing Symmetry in Folding Large Protein Complexes](https://doi.org/10.1101/2022.08.30.505833). The code of UF-Symmetry is concentrated in the folder [`unifold/symmetry`](./unifold/symmetry/). ![case](./img/uf-symmetry-effect.gif)
      @@ -231,8 +231,8 @@ If you use the code, the model parameters, the web server at [Hermite™](https: title = {Uni-Fold: An Open-Source Platform for Developing Protein Folding Models beyond AlphaFold}, year = {2022}, doi = {10.1101/2022.08.04.502811}, - URL = {https://www.biorxiv.org/content/10.1101/2022.08.04.502811v2}, - eprint = {https://www.biorxiv.org/content/10.1101/2022.08.04.502811v2.full.pdf}, + URL = {https://www.biorxiv.org/content/10.1101/2022.08.04.502811v3}, + eprint = {https://www.biorxiv.org/content/10.1101/2022.08.04.502811v3.full.pdf}, journal = {bioRxiv} } ``` From f06b1b0d2ab52223767f3a5f2c81a773dc8d0ff5 Mon Sep 17 00:00:00 2001 From: Albert Vilella Date: Fri, 9 Sep 2022 14:32:40 +0100 Subject: [PATCH 64/92] Update download_pdb70.sh (#48) --- scripts/download/download_pdb70.sh | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/download/download_pdb70.sh b/scripts/download/download_pdb70.sh index 087b17e..5d269a0 100755 --- a/scripts/download/download_pdb70.sh +++ b/scripts/download/download_pdb70.sh @@ -35,7 +35,7 @@ SOURCE_URL="http://wwwuser.gwdg.de/~compbiol/data/hhsuite/databases/hhsuite_dbs/ BASENAME=$(basename "${SOURCE_URL}") mkdir --parents "${ROOT_DIR}" -aria2c "${SOURCE_URL}" --dir="${ROOT_DIR}" +aria2c --check-certificate=false "${SOURCE_URL}" --dir="${ROOT_DIR}" tar --extract --verbose --file="${ROOT_DIR}/${BASENAME}" \ --directory="${ROOT_DIR}" rm "${ROOT_DIR}/${BASENAME}" From 1c8238e34a0830eb49583feefa380b607d85de0a Mon Sep 17 00:00:00 2001 From: Waikit Chan <37867949+BaozCWJ@users.noreply.github.com> Date: Fri, 9 Sep 2022 21:33:30 +0800 Subject: [PATCH 65/92] prevent the redundant processes when touching run all (#49) --- notebooks/unifold.ipynb | 55 ++++++++++++++++++++++------------------- 1 file changed, 30 insertions(+), 25 deletions(-) diff --git a/notebooks/unifold.ipynb b/notebooks/unifold.ipynb index 16f8248..9d15744 100644 --- a/notebooks/unifold.ipynb +++ b/notebooks/unifold.ipynb @@ -51,15 +51,19 @@ "\n", "#@markdown **Note**: This installs the software on the Colab \n", "#@markdown notebook in the cloud and not on your computer.\n", + "%%bash\n", + "if [ ! -f ENV_READY ]; then\n", + " apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install -y -qq \\\n", + " hmmer \\\n", + " kalign\n", "\n", - "!apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install -y -qq \\\n", - " hmmer \\\n", - " kalign\n", + " # Install HHsuite.\n", + " wget -q https://github.com/soedinglab/hh-suite/releases/download/v3.3.0/hhsuite-3.3.0-AVX2-Linux.tar.gz; tar xfz hhsuite-3.3.0-AVX2-Linux.tar.gz; ln -s $(pwd)/bin/* /usr/bin \n", "\n", - "# Install HHsuite.\n", - "!wget -q https://github.com/soedinglab/hh-suite/releases/download/v3.3.0/hhsuite-3.3.0-AVX2-Linux.tar.gz; tar xfz hhsuite-3.3.0-AVX2-Linux.tar.gz; ln -s $(pwd)/bin/* /usr/bin \n", + " pip3 -q install py3dmol gdown\n", "\n", - "!pip3 -q install py3dmol gdown" + " touch ENV_READY\n", + "fi" ] }, { @@ -75,23 +79,24 @@ "\n", "#@markdown Please execute this cell by pressing the *Play* button on \n", "#@markdown the left.\n", - "\n", - "GIT_REPO = 'https://github.com/dptech-corp/Uni-Fold'\n", - "UNICORE_URL = 'https://github.com/dptech-corp/Uni-Core/releases/download/0.0.1/unicore-0.0.1+cu113torch1.12.1-cp37-cp37m-linux_x86_64.whl'\n", - "PARAM_URL = 'https://drive.google.com/uc?id=1A9iXMYCwP0f_U0FgISJ_6BX7FXZtglvV'\n", - "UF_SYMM_PARAM_URL = 'https://uni-fold.dp.tech/uf_symmetry_params_2022-09-06.tar.gz' # TODO: use Google drive.\n", - "\n", - "\n", - "!rm *.whl\n", - "!wget {UNICORE_URL} \n", - "!pip3 -q install \"unicore-0.0.1+cu113torch1.12.1-cp37-cp37m-linux_x86_64.whl\"\n", - "!rm -rf ./Uni-Fold\n", - "!git clone -b main {GIT_REPO}\n", - "!pip3 -q install ./Uni-Fold\n", - "!gdown {PARAM_URL}\n", - "!tar -xzf \"unifold_params_2022-08-01.tar.gz\"\n", - "!wget {UF_SYMM_PARAM_URL}\n", - "!tar -xzf \"uf_symmetry_params_2022-09-06.tar.gz\"" + "%%bash\n", + "GIT_REPO='https://github.com/dptech-corp/Uni-Fold'\n", + "UNICORE_URL='https://github.com/dptech-corp/Uni-Core/releases/download/0.0.1/unicore-0.0.1+cu113torch1.12.1-cp37-cp37m-linux_x86_64.whl'\n", + "PARAM_URL='https://drive.google.com/uc?id=1A9iXMYCwP0f_U0FgISJ_6BX7FXZtglvV'\n", + "UF_SYMM_PARAM_URL='https://uni-fold.dp.tech/uf_symmetry_params_2022-09-06.tar.gz' # TODO: use Google drive.\n", + "\n", + "if [ ! -f UNIFOLD_READY ]; then\n", + " wget ${UNICORE_URL} \n", + " pip3 -q install \"unicore-0.0.1+cu113torch1.12.1-cp37-cp37m-linux_x86_64.whl\"\n", + " git clone -b main ${GIT_REPO}\n", + " pip3 -q install ./Uni-Fold\n", + " gdown ${PARAM_URL}\n", + " tar -xzf \"unifold_params_2022-08-01.tar.gz\"\n", + " wget ${UF_SYMM_PARAM_URL}\n", + " tar -xzf \"uf_symmetry_params_2022-09-06.tar.gz\"\n", + "\n", + " touch UNIFOLD_READY\n", + "fi" ] }, { @@ -1041,7 +1046,7 @@ }, "gpuClass": "standard", "kernelspec": { - "display_name": "Python 3.8.10 64-bit", + "display_name": "Python 3.8.10 ('ProteinMD')", "language": "python", "name": "python3" }, @@ -1051,7 +1056,7 @@ }, "vscode": { "interpreter": { - "hash": "916dbcbb3f70747c44a77c7bcd40155683ae19c65e1c03b4aa3499c5328201f1" + "hash": "af92dc656850d97b5469b75c9ef2009aaa936e713f0093b069a7ff14eeb2ca8d" } } }, From 8dae0b7ce22c73a49806482bbf84162f65b69633 Mon Sep 17 00:00:00 2001 From: Waikit Chan <37867949+BaozCWJ@users.noreply.github.com> Date: Fri, 16 Sep 2022 10:46:19 +0800 Subject: [PATCH 66/92] change the download source of uf symmetry parameters to google drive (#51) --- notebooks/unifold.ipynb | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/notebooks/unifold.ipynb b/notebooks/unifold.ipynb index 9d15744..cb5737f 100644 --- a/notebooks/unifold.ipynb +++ b/notebooks/unifold.ipynb @@ -83,7 +83,7 @@ "GIT_REPO='https://github.com/dptech-corp/Uni-Fold'\n", "UNICORE_URL='https://github.com/dptech-corp/Uni-Core/releases/download/0.0.1/unicore-0.0.1+cu113torch1.12.1-cp37-cp37m-linux_x86_64.whl'\n", "PARAM_URL='https://drive.google.com/uc?id=1A9iXMYCwP0f_U0FgISJ_6BX7FXZtglvV'\n", - "UF_SYMM_PARAM_URL='https://uni-fold.dp.tech/uf_symmetry_params_2022-09-06.tar.gz' # TODO: use Google drive.\n", + "UF_SYMM_PARAM_URL='https://drive.google.com/uc?id=1UNEGzmueQTxY05QIRweKHxOjr1ht-G_Q'\n", "\n", "if [ ! -f UNIFOLD_READY ]; then\n", " wget ${UNICORE_URL} \n", @@ -92,7 +92,7 @@ " pip3 -q install ./Uni-Fold\n", " gdown ${PARAM_URL}\n", " tar -xzf \"unifold_params_2022-08-01.tar.gz\"\n", - " wget ${UF_SYMM_PARAM_URL}\n", + " gdown ${UF_SYMM_PARAM_URL}\n", " tar -xzf \"uf_symmetry_params_2022-09-06.tar.gz\"\n", "\n", " touch UNIFOLD_READY\n", From 86ea44b3b9e1c3a13cac5acce5b171cf6c7141e0 Mon Sep 17 00:00:00 2001 From: Ziyao Li <36321246+ZiyaoLi@users.noreply.github.com> Date: Thu, 22 Sep 2022 09:41:57 +0800 Subject: [PATCH 67/92] Refine colab notebook (#52) * refine notebook * rephrase * rephrase * rephrase * rephrase * rm output * rephrase * rephrase Co-authored-by: Guolin Ke --- notebooks/unifold.ipynb | 30 +++++++++++++++--------------- 1 file changed, 15 insertions(+), 15 deletions(-) diff --git a/notebooks/unifold.ipynb b/notebooks/unifold.ipynb index cb5737f..3c77b57 100644 --- a/notebooks/unifold.ipynb +++ b/notebooks/unifold.ipynb @@ -6,13 +6,11 @@ "id": "jMGcXXPabEN4" }, "source": [ - "# Uni-Fold Colab\n", + "# Uni-Fold Notebook\n", "\n", - "This Colab notebook provides an online runnable version of [Uni-Fold](https://github.com/dptech-corp/Uni-Fold/) for users to predict the structure of a protein, single chain or multimer, with custom settings.\n", + "This notebook provides protein structure prediction service of [Uni-Fold](https://github.com/dptech-corp/Uni-Fold/) as well as [UF-Symmetry](https://www.biorxiv.org/content/10.1101/2022.08.30.505833v1). Predictions of both protein monomers and multimers are supported. The homology search process in this notebook is enabled with the [MMSeqs2](https://github.com/soedinglab/MMseqs2.git) server provided by [ColabFold](https://github.com/sokrypton/ColabFold). For more consistent results with the original AlphaFold(-Multimer), please refer to the open-source repository of [Uni-Fold](https://github.com/dptech-corp/Uni-Fold/), or our convenient web server at [Hermite™](https://hermite.dp.tech/).\n", "\n", - "Thanks to [MMSeqs2](https://github.com/soedinglab/MMseqs2.git) and the server provided by [ColabFold](https://github.com/sokrypton/ColabFold), the homogeneous searching in this notebook is very fast and is comparable with the original AlphaFold(-Multimer). If you want more consistent results with the original AlphaFold(-Multimer), you can use the [full open source Uni-Fold](https://github.com/dptech-corp/Uni-Fold/), or the convenient web server at [Hermite™](https://hermite.dp.tech/).\n", - "\n", - "Please note that this Colab notebook is not a finished product and is provided as an early-access prototype. It is provided for theoretical modeling only and caution should be exercised in its use. \n", + "Please note that this notebook is provided as an early-access prototype, and is NOT an official product of DP Technology. It is provided for theoretical modeling only and caution should be exercised in its use. \n", "\n", "**Licenses**\n", "\n", @@ -23,16 +21,15 @@ "\n", "Please cite the following papers if you use this notebook:\n", "\n", - "* Jumper et al. \"[Highly accurate protein structure prediction with AlphaFold.](https://doi.org/10.1038/s41586-021-03819-2)\" Nature (2021)\n", - "* Evans et al. \"[Protein complex prediction with AlphaFold-Multimer.](https://www.biorxiv.org/content/10.1101/2021.10.04.463034v1)\" biorxiv (2021)\n", - "* Mirdita M, Schütze K, Moriwaki Y, Heo L, Ovchinnikov S and Steinegger M. \"[ColabFold: Making protein folding accessible to all.](https://www.nature.com/articles/s41592-022-01488-1)\" Nature Methods (2022) \n", "* Ziyao Li, Xuyang Liu, Weijie Chen, Fan Shen, Hangrui Bi, Guolin Ke, Linfeng Zhang. \"[Uni-Fold: An Open-Source Platform for Developing Protein Folding Models beyond AlphaFold.](https://www.biorxiv.org/content/10.1101/2022.08.04.502811v1)\" biorxiv (2022)\n", "* Ziyao Li, Shuwen Yang, Xuyang Liu, Weijie Chen, Han Wen, Fan Shen, Guolin Ke, Linfeng Zhang. \"[Uni-Fold Symmetry: Harnessing Symmetry in Folding Large Protein Complexes.](https://www.biorxiv.org/content/10.1101/2022.08.30.505833v1)\" bioRxiv (2022)\n", - "\n", + "* Mirdita M, Schütze K, Moriwaki Y, Heo L, Ovchinnikov S and Steinegger M. \"[ColabFold: Making protein folding accessible to all.](https://www.nature.com/articles/s41592-022-01488-1)\" Nature Methods (2022)\n", "\n", "**Acknowledgements**\n", "\n", - "We thank [@sokrypton](https://twitter.com/sokrypton) for many helpful suggestions to this notebook.\n" + "The model architecture of Uni-Fold is largely based on [AlphaFold](https://doi.org/10.1038/s41586-021-03819-2) and [AlphaFold-Multimer](https://www.biorxiv.org/content/10.1101/2021.10.04.463034v1). The design of this notebook refers directly to [ColabFold](https://www.nature.com/articles/s41592-022-01488-1). We specially thank [@sokrypton](https://twitter.com/sokrypton) for his helpful suggestions to this notebook.\n", + "\n", + "Copyright © 2022 DP Technology. All rights reserved." ] }, { @@ -127,7 +124,6 @@ "output_dir_base = \"./prediction\"\n", "os.makedirs(output_dir_base, exist_ok=True)\n", "\n", - "\n", "def clean_and_validate_sequence(\n", " input_sequence: str, min_length: int, max_length: int) -> str:\n", " \"\"\"Checks that the input sequence is ok and returns a clean version of it.\"\"\"\n", @@ -203,12 +199,18 @@ "def add_hash(x,y):\n", " return x+\"_\"+hashlib.sha1(y.encode()).hexdigest()[:5]\n", "\n", + "jobname = 'unifold_colab' #@param {type:\"string\"}\n", "\n", "sequence_1 = 'LILNLRGGAFVSNTQITMADKQKKFINEIQEGDLVRSYSITDETFQQNAVTSIVKHEADQLCQINFGKQHVVCTVNHRFYDPESKLWKSVCPHPGSGISFLKKYDYLLSEEGEKLQITEIKTFTTKQPVFIYHIQVENNHNFFANGVLAHAMQVSI' #@param {type:\"string\"}\n", "sequence_2 = '' #@param {type:\"string\"}\n", "sequence_3 = '' #@param {type:\"string\"}\n", "sequence_4 = '' #@param {type:\"string\"}\n", "\n", + "#@markdown Use symmetry group `C1` for default Uni-Fold predictions.\n", + "#@markdown Or, specify a **cyclic** symmetry group (e.g. `C4``) and\n", + "#@markdown the sequences of the asymmetric unit (i.e. **do not copy\n", + "#@markdown them multiple times**) to predict with UF-Symmetry.\n", + "\n", "symmetry_group = 'C1' #@param {type:\"string\"}\n", "\n", "use_templates = True #@param {type:\"boolean\"}\n", @@ -216,8 +218,6 @@ "\n", "input_sequences = [sequence_1, sequence_2, sequence_3, sequence_4]\n", "\n", - "jobname = 'unifold_colab' #@param {type:\"string\"}\n", - "\n", "basejobname = \"\".join(input_sequences)\n", "basejobname = re.sub(r'\\W+', '', basejobname)\n", "target_id = add_hash(jobname, basejobname)\n", @@ -1046,7 +1046,7 @@ }, "gpuClass": "standard", "kernelspec": { - "display_name": "Python 3.8.10 ('ProteinMD')", + "display_name": "Python 3.8.10 64-bit", "language": "python", "name": "python3" }, @@ -1056,7 +1056,7 @@ }, "vscode": { "interpreter": { - "hash": "af92dc656850d97b5469b75c9ef2009aaa936e713f0093b069a7ff14eeb2ca8d" + "hash": "916dbcbb3f70747c44a77c7bcd40155683ae19c65e1c03b4aa3499c5328201f1" } } }, From abe7f88063d0444c24e284f92d31090a34a6f395 Mon Sep 17 00:00:00 2001 From: Waikit Chan <37867949+BaozCWJ@users.noreply.github.com> Date: Tue, 27 Sep 2022 11:32:51 +0800 Subject: [PATCH 68/92] add the default chains.txt for single-chain fasta (#54) --- unifold/homo_search.py | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/unifold/homo_search.py b/unifold/homo_search.py index 0c7b499..f00a32f 100644 --- a/unifold/homo_search.py +++ b/unifold/homo_search.py @@ -272,6 +272,12 @@ def main(argv): fasta_names = temp_names fasta_paths = temp_paths else: + output_dir = os.path.join(FLAGS.output_dir, fasta_name) + if not os.path.exists(output_dir): + os.makedirs(output_dir) + chain_order_path = os.path.join(output_dir, "chains.txt") + with open(chain_order_path, "w") as f: + f.write("A") fasta_names = [fasta_name] fasta_paths = [fasta_path] From 4e65a4eedeb199b69efe142f0a3ed6a6ecbee70c Mon Sep 17 00:00:00 2001 From: Ziyao Li <36321246+ZiyaoLi@users.noreply.github.com> Date: Mon, 10 Oct 2022 09:28:21 +0800 Subject: [PATCH 69/92] change default model name (#61) change default model name to avoid confusion --- README.md | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/README.md b/README.md index 0600909..b1a3fd9 100644 --- a/README.md +++ b/README.md @@ -124,7 +124,7 @@ bash run_unifold.sh \ /path/to/the/output/directory/ \ # output directory /path/to/database/directory/ \ # directory of databases 2020-05-01 \ # use templates before this date - model_name \ # specify model name, must be consistent with model parameters + $model_name \ # specify model name, must be consistent with model parameters /path/to/model_parameters.pt # model parameters ``` @@ -163,14 +163,14 @@ Run the following command to train Uni-Fold Monomer/Multimer from-scratch: bash train_monomer.sh \ # train_multimer.sh for multimer /path/to/training/data/directory/ \ # dataset directory /path/to/output/directory/ \ # output directory where parameters are stored - model_2_af2 # model name + model_2 # model name ``` Note that: 1. The dataset directory should be configurated in a similar way as the [example data](example_data). 2. The output directory should have enough space to store model parameters (~1.5GB per checkpoint, so empirically 60GB satisfies the default configuration in the shell script). -3. We provide several default model names in [config.py](unifold/config.py), namely `model_1`, `model_2`, `model_2_af2` etc. for monomer models and `multimer`, `multimer_af2` etc. for multimer models. Check `model_config()` function for the differences between model names. You may also personalize your own model by modifying the function (i.e. forking the if-elses). +3. We provide several default model names in [config.py](unifold/config.py), namely `model_1`, `model_2`, `model_2_ft` etc. for monomer models and `multimer`, `multimer_ft` etc. for multimer models. Check `model_config()` function for the differences between model names. You may also personalize your own model by modifying the function (i.e. forking the if-elses). ### Finetuning @@ -182,7 +182,7 @@ bash finetune_monomer.sh \ # finetune_multimer.sh for multimer /path/to/training/data/directory/ \ # dataset directory /path/to/output/directory/ \ # output directory where parameters are stored /path/to/pretrained/parameters.pt \ # pretrained parameters - model_2_af2 # model name + model_2_ft # model name ``` Besides the notices in the previous section, additionaly note that: From 029b0784e9361232aea1362216204afa46fed52b Mon Sep 17 00:00:00 2001 From: Guolin Ke Date: Thu, 20 Oct 2022 00:01:31 +0800 Subject: [PATCH 70/92] move model parameters to github release (#64) --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index b1a3fd9..e1f16ea 100644 --- a/README.md +++ b/README.md @@ -95,7 +95,7 @@ Make sure there is at least 3TB storage space for downloading (~500GB) and uncom Inferenece and finetuning with Uni-Fold requires pretrained model parameters. Use the following command to download the parameters: ```bash -wget https://uni-fold.dp.tech/unifold_params_2022-08-01.tar.gz +wget https://github.com/dptech-corp/Uni-Fold/releases/download/v2.2.0/uf_symmetry_params_2022-09-06.tar.gz tar -zxf unifold_params_2022-08-01.tar.gz ``` It contains 1 **monomer** and 1 **multimer** pretrained model parameters, whose model name are `model_2_ft` and `multimer_ft` respectively. @@ -195,7 +195,7 @@ Besides the notices in the previous section, additionaly note that: To run UF-Symmetry, please first install the newest version of Uni-Fold, and download the parameters of UF-Symmetry: ```bash -wget https://uni-fold.dp.tech/uf_symmetry_params_2022-09-06.tar.gz +wget https://github.com/dptech-corp/Uni-Fold/releases/download/v2.0.0/unifold_params_2022-08-01.tar.gz tar -zxf uf_symmetry_params_2022-09-06.tar.gz ``` From 2ae159d71809cd641ed64b668a4811d980de72e3 Mon Sep 17 00:00:00 2001 From: Ziyao Li <36321246+ZiyaoLi@users.noreply.github.com> Date: Sat, 29 Oct 2022 15:22:48 +0800 Subject: [PATCH 71/92] fix uf-symmetry wget url (#68) * fix uf-symmetry wget url * fix url --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index e1f16ea..c124d01 100644 --- a/README.md +++ b/README.md @@ -95,7 +95,7 @@ Make sure there is at least 3TB storage space for downloading (~500GB) and uncom Inferenece and finetuning with Uni-Fold requires pretrained model parameters. Use the following command to download the parameters: ```bash -wget https://github.com/dptech-corp/Uni-Fold/releases/download/v2.2.0/uf_symmetry_params_2022-09-06.tar.gz +wget https://github.com/dptech-corp/Uni-Fold/releases/download/v2.2.0/unifold_params_2022-08-01.tar.gz tar -zxf unifold_params_2022-08-01.tar.gz ``` It contains 1 **monomer** and 1 **multimer** pretrained model parameters, whose model name are `model_2_ft` and `multimer_ft` respectively. @@ -195,7 +195,7 @@ Besides the notices in the previous section, additionaly note that: To run UF-Symmetry, please first install the newest version of Uni-Fold, and download the parameters of UF-Symmetry: ```bash -wget https://github.com/dptech-corp/Uni-Fold/releases/download/v2.0.0/unifold_params_2022-08-01.tar.gz +wget https://github.com/dptech-corp/Uni-Fold/releases/download/v2.0.0/uf_symmetry_params_2022-09-06.tar.gz tar -zxf uf_symmetry_params_2022-09-06.tar.gz ``` From 5a931618e11e3e10a62c658b24161432a11b9602 Mon Sep 17 00:00:00 2001 From: Ziyao Li <36321246+ZiyaoLi@users.noreply.github.com> Date: Tue, 1 Nov 2022 10:57:43 +0800 Subject: [PATCH 72/92] skip download af params (#70) * do not download af2 params * do not download af params --- scripts/download/download_all_data.sh | 8 ++++++-- 1 file changed, 6 insertions(+), 2 deletions(-) diff --git a/scripts/download/download_all_data.sh b/scripts/download/download_all_data.sh index a30013c..98860d2 100755 --- a/scripts/download/download_all_data.sh +++ b/scripts/download/download_all_data.sh @@ -39,8 +39,12 @@ fi SCRIPT_DIR="$(dirname "$(realpath "$0")")" -echo "Downloading AlphaFold parameters..." -bash "${SCRIPT_DIR}/download_alphafold_params.sh" "${DOWNLOAD_DIR}" +# Uni-Fold has own parameters, so one does not need alphafold parameters. +# One may enable the following command and convert alphafold parameters for +# specific benchmark purposes. + +# echo "Downloading AlphaFold parameters..." +# bash "${SCRIPT_DIR}/download_alphafold_params.sh" "${DOWNLOAD_DIR}" if [[ "${DOWNLOAD_MODE}" = reduced_dbs ]] ; then echo "Downloading Small BFD..." From de21c7324187fea7adbab3275116568652e59096 Mon Sep 17 00:00:00 2001 From: Ziyao Li <36321246+ZiyaoLi@users.noreply.github.com> Date: Tue, 8 Nov 2022 14:49:03 +0800 Subject: [PATCH 73/92] refine colab notebook (#72) * refactor the notebook * change branch * add init * fix auto chunk size * optim plot & fix pae * fix ssave file bug * merge cell * finalize --- notebooks/unifold.ipynb | 900 ++++---------------------------------- setup.py | 2 +- unifold/colab/__init__.py | 0 unifold/colab/data.py | 125 ++++++ unifold/colab/mmseqs.py | 337 ++++++++++++++ unifold/colab/model.py | 170 +++++++ unifold/colab/plot.py | 123 ++++++ 7 files changed, 847 insertions(+), 810 deletions(-) create mode 100644 unifold/colab/__init__.py create mode 100644 unifold/colab/data.py create mode 100644 unifold/colab/mmseqs.py create mode 100644 unifold/colab/model.py create mode 100644 unifold/colab/plot.py diff --git a/notebooks/unifold.ipynb b/notebooks/unifold.ipynb index 3c77b57..2bcd80f 100644 --- a/notebooks/unifold.ipynb +++ b/notebooks/unifold.ipynb @@ -32,6 +32,45 @@ "Copyright © 2022 DP Technology. All rights reserved." ] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "#@title Provide the arguments here and hit `Run` -> `Run All Cells`\n", + "jobname = 'unifold_colab' #@param {type:\"string\"}\n", + "\n", + "sequence_1 = 'LILNLRGGAFVSNTQITMADKQKKFINEIQEGDLVRSYSITDETFQQNAVTSIVKHEADQLCQINFGKQHVVCTVNHRFYDPESKLWKSVCPHPGSGISFLKKYDYLLSEEGEKLQITEIKTFTTKQPVFIYHIQVENNHNFFANGVLAHAMQVSI' #@param {type:\"string\"}\n", + "sequence_2 = '' #@param {type:\"string\"}\n", + "sequence_3 = '' #@param {type:\"string\"}\n", + "sequence_4 = '' #@param {type:\"string\"}\n", + "\n", + "#@markdown Use symmetry group `C1` for default Uni-Fold predictions.\n", + "#@markdown Or, specify a **cyclic** symmetry group (e.g. `C4``) and\n", + "#@markdown the sequences of the asymmetric unit (i.e. **do not copy\n", + "#@markdown them multiple times**) to predict with UF-Symmetry.\n", + "\n", + "symmetry_group = 'C1' #@param {type:\"string\"}\n", + "\n", + "#@markdown Parameters for MSA searching with MMseqs2.\n", + "\n", + "use_templates = True #@param {type:\"boolean\"}\n", + "msa_mode = \"MMseqs2\" #@param [\"MMseqs2\",\"single_sequence\"]\n", + "\n", + "#@markdown Parameters for model inference.\n", + "\n", + "max_recycling_iters = 3 #@param {type:\"integer\"}\n", + "num_ensembles = 2 #@param {type:\"integer\"}\n", + "manual_seed = 42 #@param {type:\"integer\"}\n", + "times = 1 #@param {type:\"integer\"}\n", + "\n", + "#@markdown Plotting parameters.\n", + "\n", + "show_sidechains = False #@param {type:\"boolean\"}\n", + "dpi = 100 #@param {type:\"integer\"}\n" + ] + }, { "cell_type": "code", "execution_count": null, @@ -41,7 +80,7 @@ }, "outputs": [], "source": [ - "#@title Install third-party software\n", + "#@title Install Uni-Fold and third-party softwares\n", "#@markdown Please execute this cell by pressing the _Play_ button \n", "#@markdown on the left to download and import third-party software \n", "#@markdown in this Colab notebook. (See the [acknowledgements](https://github.com/dptech-corp/Uni-Fold/#acknowledgements) in our readme.)\n", @@ -50,9 +89,7 @@ "#@markdown notebook in the cloud and not on your computer.\n", "%%bash\n", "if [ ! -f ENV_READY ]; then\n", - " apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install -y -qq \\\n", - " hmmer \\\n", - " kalign\n", + " apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install -y -qq kalign\n", "\n", " # Install HHsuite.\n", " wget -q https://github.com/soedinglab/hh-suite/releases/download/v3.3.0/hhsuite-3.3.0-AVX2-Linux.tar.gz; tar xfz hhsuite-3.3.0-AVX2-Linux.tar.gz; ln -s $(pwd)/bin/* /usr/bin \n", @@ -60,23 +97,8 @@ " pip3 -q install py3dmol gdown\n", "\n", " touch ENV_READY\n", - "fi" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "cellView": "form", - "id": "rETqvokYbEN9" - }, - "outputs": [], - "source": [ - "#@title Download Uni-Fold\n", + "fi\n", "\n", - "#@markdown Please execute this cell by pressing the *Play* button on \n", - "#@markdown the left.\n", - "%%bash\n", "GIT_REPO='https://github.com/dptech-corp/Uni-Fold'\n", "UNICORE_URL='https://github.com/dptech-corp/Uni-Core/releases/download/0.0.1/unicore-0.0.1+cu113torch1.12.1-cp37-cp37m-linux_x86_64.whl'\n", "PARAM_URL='https://drive.google.com/uc?id=1A9iXMYCwP0f_U0FgISJ_6BX7FXZtglvV'\n", @@ -105,119 +127,36 @@ }, "outputs": [], "source": [ - "#@title Input protein sequence(s), then hit `Runtime` -> `Run all`\n", + "#@title Generate MSAs and templates with MMseqs2\n", "import os\n", "import re\n", - "import hashlib\n", "import random\n", + "import hashlib\n", "import numpy as np\n", "from pathlib import Path\n", - "from typing import Dict, List, Sequence, Tuple, Union, Any, Optional\n", - "\n", - "from unifold.data import residue_constants, protein\n", + "from unifold.colab.data import validate_input\n", "from unifold.msa.utils import divide_multi_chains\n", "\n", - "MIN_SINGLE_SEQUENCE_LENGTH = 16\n", - "MAX_SINGLE_SEQUENCE_LENGTH = 1000\n", - "MAX_MULTIMER_LENGTH = 1000\n", + "import pickle\n", + "import gzip\n", + "from unifold.msa import parsers\n", + "from unifold.msa import pipeline\n", + "from unifold.data.utils import compress_features\n", + "from unifold.data.protein import PDB_CHAIN_IDS\n", + "from unifold.colab.mmseqs import get_msa_and_templates\n", + "\n", + "MIN_SINGLE_SEQUENCE_LENGTH = 6\n", + "MAX_SINGLE_SEQUENCE_LENGTH = 3000\n", + "MAX_MULTIMER_LENGTH = 3000\n", "\n", "output_dir_base = \"./prediction\"\n", "os.makedirs(output_dir_base, exist_ok=True)\n", "\n", - "def clean_and_validate_sequence(\n", - " input_sequence: str, min_length: int, max_length: int) -> str:\n", - " \"\"\"Checks that the input sequence is ok and returns a clean version of it.\"\"\"\n", - " # Remove all whitespaces, tabs and end lines; upper-case.\n", - " clean_sequence = input_sequence.translate(\n", - " str.maketrans('', '', ' \\n\\t')).upper()\n", - " aatypes = set(residue_constants.restypes) # 20 standard aatypes.\n", - " if not set(clean_sequence).issubset(aatypes):\n", - " raise ValueError(\n", - " f'Input sequence contains non-amino acid letters: '\n", - " f'{set(clean_sequence) - aatypes}. AlphaFold only supports 20 standard '\n", - " 'amino acids as inputs.')\n", - " if len(clean_sequence) < min_length:\n", - " raise ValueError(\n", - " f'Input sequence is too short: {len(clean_sequence)} amino acids, '\n", - " f'while the minimum is {min_length}')\n", - " if len(clean_sequence) > max_length:\n", - " raise ValueError(\n", - " f'Input sequence is too long: {len(clean_sequence)} amino acids, while '\n", - " f'the maximum is {max_length}. You may be able to run it with the full '\n", - " f'Uni-Fold system depending on your resources (system memory, '\n", - " f'GPU memory).')\n", - " return clean_sequence\n", - "\n", - "\n", - "def validate_input(\n", - " input_sequences: Sequence[str],\n", - " symmetry_group: str,\n", - " min_length: int,\n", - " max_length: int,\n", - " max_multimer_length: int) -> Tuple[Sequence[str], bool]:\n", - " \"\"\"Validates and cleans input sequences and determines which model to use.\"\"\"\n", - " sequences = []\n", - "\n", - " for input_sequence in input_sequences:\n", - " if input_sequence.strip():\n", - " input_sequence = clean_and_validate_sequence(\n", - " input_sequence=input_sequence,\n", - " min_length=min_length,\n", - " max_length=max_length)\n", - " sequences.append(input_sequence)\n", - " \n", - " if symmetry_group != 'C1':\n", - " if symmetry_group.startswith('C') and symmetry_group[1:].isnumeric():\n", - " print(f'Using UF-Symmetry with group {symmetry_group}. If you do not '\n", - " f'want to use UF-Symmetry, please use `C1` and copy the AU '\n", - " f'sequences to the count in the assembly.')\n", - " is_multimer = (len(sequences) > 1)\n", - " return sequences, is_multimer, symmetry_group\n", - " else:\n", - " raise ValueError(f\"UF-Symmetry does not support symmetry group \"\n", - " f\"{symmetry_group} currently. Cyclic groups (Cx) are \"\n", - " f\"supported only.\")\n", - "\n", - " elif len(sequences) == 1:\n", - " print('Using the single-chain model.')\n", - " return sequences, False, None\n", - "\n", - " elif len(sequences) > 1:\n", - " total_multimer_length = sum([len(seq) for seq in sequences])\n", - " if total_multimer_length > max_multimer_length:\n", - " raise ValueError(f'The total length of multimer sequences is too long: '\n", - " f'{total_multimer_length}, while the maximum is '\n", - " f'{max_multimer_length}. Please use the full AlphaFold '\n", - " f'system for long multimers.')\n", - " print(f'Using the multimer model with {len(sequences)} sequences.')\n", - " return sequences, True, None\n", - "\n", - " else:\n", - " raise ValueError('No input amino acid sequence provided, please provide at '\n", - " 'least one sequence.')\n", + "input_sequences = [sequence_1, sequence_2, sequence_3, sequence_4]\n", "\n", "def add_hash(x,y):\n", " return x+\"_\"+hashlib.sha1(y.encode()).hexdigest()[:5]\n", "\n", - "jobname = 'unifold_colab' #@param {type:\"string\"}\n", - "\n", - "sequence_1 = 'LILNLRGGAFVSNTQITMADKQKKFINEIQEGDLVRSYSITDETFQQNAVTSIVKHEADQLCQINFGKQHVVCTVNHRFYDPESKLWKSVCPHPGSGISFLKKYDYLLSEEGEKLQITEIKTFTTKQPVFIYHIQVENNHNFFANGVLAHAMQVSI' #@param {type:\"string\"}\n", - "sequence_2 = '' #@param {type:\"string\"}\n", - "sequence_3 = '' #@param {type:\"string\"}\n", - "sequence_4 = '' #@param {type:\"string\"}\n", - "\n", - "#@markdown Use symmetry group `C1` for default Uni-Fold predictions.\n", - "#@markdown Or, specify a **cyclic** symmetry group (e.g. `C4``) and\n", - "#@markdown the sequences of the asymmetric unit (i.e. **do not copy\n", - "#@markdown them multiple times**) to predict with UF-Symmetry.\n", - "\n", - "symmetry_group = 'C1' #@param {type:\"string\"}\n", - "\n", - "use_templates = True #@param {type:\"boolean\"}\n", - "msa_mode = \"MMseqs2\" #@param [\"MMseqs2\",\"single_sequence\"]\n", - "\n", - "input_sequences = [sequence_1, sequence_2, sequence_3, sequence_4]\n", - "\n", "basejobname = \"\".join(input_sequences)\n", "basejobname = re.sub(r'\\W+', '', basejobname)\n", "target_id = add_hash(jobname, basejobname)\n", @@ -248,369 +187,7 @@ " homooligomers_num = 1\n", " \n", "with open(f\"{jobname}.fasta\", \"w\") as f:\n", - " f.write(\"\\n\".join(s))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "cellView": "form", - "id": "QThPtPvlbEN_" - }, - "outputs": [], - "source": [ - "#@title Generate homogeneous features via ColabFold-MMSeqs2 server\n", - "#@markdown Acknowledge to [ColabFold](https://github.com/sokrypton/ColabFold.git)\n", - "\n", - "import tarfile\n", - "import requests\n", - "from tqdm import tqdm\n", - "import time\n", - "import logging\n", - "\n", - "from unifold.msa import templates, pipeline\n", - "from unifold.msa.tools import hhsearch\n", - "\n", - "\n", - "logger = logging.getLogger(__name__)\n", - "\n", - "TQDM_BAR_FORMAT = '{l_bar}{bar}| {n_fmt}/{total_fmt} [elapsed: {elapsed} remaining: {remaining}]'\n", - "DEFAULT_API_SERVER = \"https://api.colabfold.com\"\n", - "\n", - "def run_mmseqs2(x, prefix, use_env=True, \n", - " use_templates=False, use_pairing=False,\n", - " host_url=\"https://api.colabfold.com\") -> Tuple[List[str], List[str]]:\n", - " submission_endpoint = \"ticket/pair\" if use_pairing else \"ticket/msa\"\n", - "\n", - " def submit(seqs, mode, N=101):\n", - " n, query = N, \"\"\n", - " for seq in seqs:\n", - " query += f\">{n}\\n{seq}\\n\"\n", - " n += 1\n", - "\n", - " res = requests.post(f'{host_url}/{submission_endpoint}', data={'q':query,'mode': mode})\n", - " try:\n", - " out = res.json()\n", - " except ValueError:\n", - " logger.error(f\"Server didn't reply with json: {res.text}\")\n", - " out = {\"status\":\"ERROR\"}\n", - " return out\n", - "\n", - " def status(ID):\n", - " res = requests.get(f'{host_url}/ticket/{ID}')\n", - " try:\n", - " out = res.json()\n", - " except ValueError:\n", - " logger.error(f\"Server didn't reply with json: {res.text}\")\n", - " out = {\"status\":\"ERROR\"}\n", - " return out\n", - "\n", - " def download(ID, path):\n", - " res = requests.get(f'{host_url}/result/download/{ID}')\n", - " with open(path,\"wb\") as out: out.write(res.content)\n", - "\n", - " # process input x\n", - " seqs = [x] if isinstance(x, str) else x\n", - "\n", - " mode = \"env\"\n", - " if use_pairing:\n", - " mode = \"\"\n", - " use_templates = False\n", - " use_env = False\n", - "\n", - " # define path\n", - " path = f\"{prefix}\"\n", - " if not os.path.isdir(path): os.mkdir(path)\n", - "\n", - " # call mmseqs2 api\n", - " tar_gz_file = f'{path}/out_{mode}.tar.gz'\n", - " N,REDO = 101,True\n", - "\n", - " # deduplicate and keep track of order\n", - " seqs_unique = []\n", - " #TODO this might be slow for large sets\n", - " [seqs_unique.append(x) for x in seqs if x not in seqs_unique]\n", - " Ms = [N + seqs_unique.index(seq) for seq in seqs]\n", - " # lets do it!\n", - " if not os.path.isfile(tar_gz_file):\n", - " TIME_ESTIMATE = 150 * len(seqs_unique)\n", - " with tqdm(total=TIME_ESTIMATE, bar_format=TQDM_BAR_FORMAT) as pbar:\n", - " while REDO:\n", - " pbar.set_description(\"SUBMIT\")\n", - "\n", - " # Resubmit job until it goes through\n", - " out = submit(seqs_unique, mode, N)\n", - " while out[\"status\"] in [\"UNKNOWN\", \"RATELIMIT\"]:\n", - " sleep_time = 5 + random.randint(0, 5)\n", - " logger.error(f\"Sleeping for {sleep_time}s. Reason: {out['status']}\")\n", - " # resubmit\n", - " time.sleep(sleep_time)\n", - " out = submit(seqs_unique, mode, N)\n", - "\n", - " if out[\"status\"] == \"ERROR\":\n", - " raise Exception(f'MMseqs2 API is giving errors. Please confirm your input is a valid protein sequence. If error persists, please try again an hour later.')\n", - "\n", - " if out[\"status\"] == \"MAINTENANCE\":\n", - " raise Exception(f'MMseqs2 API is undergoing maintenance. Please try again in a few minutes.')\n", - "\n", - " # wait for job to finish\n", - " ID,TIME = out[\"id\"],0\n", - " pbar.set_description(out[\"status\"])\n", - " while out[\"status\"] in [\"UNKNOWN\",\"RUNNING\",\"PENDING\"]:\n", - " t = 5 + random.randint(0,5)\n", - " logger.error(f\"Sleeping for {t}s. Reason: {out['status']}\")\n", - " time.sleep(t)\n", - " out = status(ID)\n", - " pbar.set_description(out[\"status\"])\n", - " if out[\"status\"] == \"RUNNING\":\n", - " TIME += t\n", - " pbar.update(n=t)\n", - "\n", - " if out[\"status\"] == \"COMPLETE\":\n", - " if TIME < TIME_ESTIMATE:\n", - " pbar.update(n=(TIME_ESTIMATE-TIME))\n", - " REDO = False\n", - "\n", - " if out[\"status\"] == \"ERROR\":\n", - " REDO = False\n", - " raise Exception(f'MMseqs2 API is giving errors. Please confirm your input is a valid protein sequence. If error persists, please try again an hour later.')\n", - "\n", - " # Download results\n", - " download(ID, tar_gz_file)\n", - "\n", - " # prep list of a3m files\n", - " if use_pairing:\n", - " a3m_files = [f\"{path}/pair.a3m\"]\n", - " else:\n", - " a3m_files = [f\"{path}/uniref.a3m\"]\n", - " if use_env: a3m_files.append(f\"{path}/bfd.mgnify30.metaeuk30.smag30.a3m\")\n", - "\n", - " # extract a3m files\n", - " if any(not os.path.isfile(a3m_file) for a3m_file in a3m_files):\n", - " with tarfile.open(tar_gz_file) as tar_gz:\n", - " tar_gz.extractall(path)\n", - "\n", - " # templates\n", - " if use_templates:\n", - " templates = {}\n", - "\n", - " for line in open(f\"{path}/pdb70.m8\",\"r\"):\n", - " p = line.rstrip().split()\n", - " M,pdb,qid,e_value = p[0],p[1],p[2],p[10]\n", - " M = int(M)\n", - " if M not in templates: templates[M] = []\n", - " templates[M].append(pdb)\n", - "\n", - " template_paths = {}\n", - " for k,TMPL in templates.items():\n", - " TMPL_PATH = f\"{prefix}/templates_{k}\"\n", - " if not os.path.isdir(TMPL_PATH):\n", - " os.mkdir(TMPL_PATH)\n", - " TMPL_LINE = \",\".join(TMPL[:20])\n", - " os.system(f\"curl -s -L {host_url}/template/{TMPL_LINE} | tar xzf - -C {TMPL_PATH}/\")\n", - " os.system(f\"cp {TMPL_PATH}/pdb70_a3m.ffindex {TMPL_PATH}/pdb70_cs219.ffindex\")\n", - " os.system(f\"touch {TMPL_PATH}/pdb70_cs219.ffdata\")\n", - " template_paths[k] = TMPL_PATH\n", - "\n", - " # gather a3m lines\n", - " a3m_lines = {}\n", - " for a3m_file in a3m_files:\n", - " update_M,M = True,None\n", - " for line in open(a3m_file,\"r\"):\n", - " if len(line) > 0:\n", - " if \"\\x00\" in line:\n", - " line = line.replace(\"\\x00\",\"\")\n", - " update_M = True\n", - " if line.startswith(\">\") and update_M:\n", - " M = int(line[1:].rstrip())\n", - " update_M = False\n", - " if M not in a3m_lines: a3m_lines[M] = []\n", - " a3m_lines[M].append(line)\n", - "\n", - " # return results\n", - "\n", - " a3m_lines = [\"\".join(a3m_lines[n]) for n in Ms]\n", - "\n", - " if use_templates:\n", - " template_paths_ = []\n", - " for n in Ms:\n", - " if n not in template_paths:\n", - " template_paths_.append(None)\n", - " #print(f\"{n-N}\\tno_templates_found\")\n", - " else:\n", - " template_paths_.append(template_paths[n])\n", - " template_paths = template_paths_\n", - "\n", - "\n", - " return (a3m_lines, template_paths) if use_templates else a3m_lines\n", - "\n", - "def get_null_template(\n", - " query_sequence: Union[List[str], str], num_temp: int = 1\n", - ") -> Dict[str, Any]:\n", - " ln = (\n", - " len(query_sequence)\n", - " if isinstance(query_sequence, str)\n", - " else sum(len(s) for s in query_sequence)\n", - " )\n", - " output_templates_sequence = \"A\" * ln\n", - " output_confidence_scores = np.full(ln, 1.0)\n", - "\n", - " templates_all_atom_positions = np.zeros(\n", - " (ln, templates.residue_constants.atom_type_num, 3)\n", - " )\n", - " templates_all_atom_masks = np.zeros((ln, templates.residue_constants.atom_type_num))\n", - " templates_aatype = templates.residue_constants.sequence_to_onehot(\n", - " output_templates_sequence, templates.residue_constants.HHBLITS_AA_TO_ID\n", - " )\n", - " template_features = {\n", - " \"template_all_atom_positions\": np.tile(\n", - " templates_all_atom_positions[None], [num_temp, 1, 1, 1]\n", - " ),\n", - " \"template_all_atom_masks\": np.tile(\n", - " templates_all_atom_masks[None], [num_temp, 1, 1]\n", - " ),\n", - " \"template_sequence\": [f\"none\".encode()] * num_temp,\n", - " \"template_aatype\": np.tile(np.array(templates_aatype)[None], [num_temp, 1, 1]),\n", - " \"template_domain_names\": [f\"none\".encode()] * num_temp,\n", - " \"template_sum_probs\": np.zeros([num_temp], dtype=np.float32),\n", - " }\n", - " return template_features\n", - "\n", - "\n", - "def get_template(\n", - " a3m_lines: str, template_path: str, query_sequence: str\n", - ") -> Dict[str, Any]:\n", - " template_featurizer = templates.HhsearchHitFeaturizer(\n", - " mmcif_dir=template_path,\n", - " max_template_date=\"2100-01-01\",\n", - " max_hits=20,\n", - " kalign_binary_path=\"kalign\",\n", - " release_dates_path=None,\n", - " obsolete_pdbs_path=None,\n", - " )\n", - "\n", - " hhsearch_pdb70_runner = hhsearch.HHSearch(\n", - " binary_path=\"hhsearch\", databases=[f\"{template_path}/pdb70\"]\n", - " )\n", - "\n", - " hhsearch_result = hhsearch_pdb70_runner.query(a3m_lines)\n", - " hhsearch_hits = pipeline.parsers.parse_hhr(hhsearch_result)\n", - " templates_result = template_featurizer.get_templates(\n", - " query_sequence=query_sequence, hits=hhsearch_hits\n", - " )\n", - " return dict(templates_result.features)\n", - " \n", - "def get_msa_and_templates(\n", - " jobname: str,\n", - " query_seqs_unique: Union[str, List[str]],\n", - " result_dir: Path,\n", - " msa_mode: str,\n", - " use_templates: bool,\n", - " homooligomers_num: int = 1,\n", - " host_url: str = DEFAULT_API_SERVER,\n", - ") -> Tuple[\n", - " Optional[List[str]], Optional[List[str]], List[str], List[int], List[Dict[str, Any]]\n", - "]:\n", - " \n", - " use_env = msa_mode == \"MMseqs2\"\n", - "\n", - " template_features = []\n", - " if use_templates:\n", - " a3m_lines_mmseqs2, template_paths = run_mmseqs2(\n", - " query_seqs_unique,\n", - " str(result_dir.joinpath(jobname)),\n", - " use_env,\n", - " use_templates=True,\n", - " host_url=host_url,\n", - " )\n", - " if template_paths is None:\n", - " logger.info(\"No template detected\")\n", - " for index in range(0, len(query_seqs_unique)):\n", - " template_feature = get_null_template(query_seqs_unique[index])\n", - " template_features.append(template_feature)\n", - " else:\n", - " for index in range(0, len(query_seqs_unique)):\n", - " if template_paths[index] is not None:\n", - " template_feature = get_template(\n", - " a3m_lines_mmseqs2[index],\n", - " template_paths[index],\n", - " query_seqs_unique[index],\n", - " )\n", - " if len(template_feature[\"template_domain_names\"]) == 0:\n", - " template_feature = get_null_template(query_seqs_unique[index])\n", - " logger.info(f\"Sequence {index} found no templates\")\n", - " else:\n", - " logger.info(\n", - " f\"Sequence {index} found templates: {template_feature['template_domain_names'].astype(str).tolist()}\"\n", - " )\n", - " else:\n", - " template_feature = get_null_template(query_seqs_unique[index])\n", - " logger.info(f\"Sequence {index} found no templates\")\n", - "\n", - " template_features.append(template_feature)\n", - " else:\n", - " for index in range(0, len(query_seqs_unique)):\n", - " template_feature = get_null_template(query_seqs_unique[index])\n", - " template_features.append(template_feature)\n", - "\n", - "\n", - " if msa_mode == \"single_sequence\":\n", - " a3m_lines = []\n", - " num = 101\n", - " for i, seq in enumerate(query_seqs_unique):\n", - " a3m_lines.append(\">\" + str(num + i) + \"\\n\" + seq)\n", - " else:\n", - " # find normal a3ms\n", - " a3m_lines = run_mmseqs2(\n", - " query_seqs_unique,\n", - " str(result_dir.joinpath(jobname)),\n", - " use_env,\n", - " use_pairing=False,\n", - " host_url=host_url,\n", - " )\n", - " if len(query_seqs_unique)>1:\n", - " # find paired a3m if not a homooligomers\n", - " paired_a3m_lines = run_mmseqs2(\n", - " query_seqs_unique,\n", - " str(result_dir.joinpath(jobname)),\n", - " use_env,\n", - " use_pairing=True,\n", - " host_url=host_url,\n", - " )\n", - " else:\n", - " num = 101\n", - " paired_a3m_lines = []\n", - " for i in range(0, homooligomers_num):\n", - " paired_a3m_lines.append(\n", - " \">\" + str(num + i) + \"\\n\" + query_seqs_unique[0] + \"\\n\"\n", - " )\n", - "\n", - " return (\n", - " a3m_lines,\n", - " paired_a3m_lines,\n", - " template_features,\n", - " )\n", - "\n", - "\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "cellView": "form", - "id": "RWwTgjo4bEOB" - }, - "outputs": [], - "source": [ - "#@title Process features for Uni-Fold prediction\n", - "import pickle\n", - "import gzip\n", - "from unifold.msa import parsers\n", - "from unifold.msa import pipeline\n", - "from unifold.data.utils import compress_features\n", - "from unifold.data.protein import PDB_CHAIN_IDS\n", + " f.write(\"\\n\".join(s))\n", "\n", "result_dir = Path(output_dir_base)\n", "output_dir = os.path.join(output_dir_base, target_id)\n", @@ -628,7 +205,6 @@ " homooligomers_num = homooligomers_num\n", ")\n", "\n", - "\n", "for idx, seq in enumerate(unique_sequences):\n", " chain_id = PDB_CHAIN_IDS[idx]\n", " sequence_features = pipeline.make_sequence_features(\n", @@ -670,209 +246,30 @@ }, "outputs": [], "source": [ - "#@title Uni-Fold prediction\n", + "#@title Uni-Fold prediction on GPU.\n", "\n", - "from unittest import result\n", - "import torch\n", - "import json\n", - "from unifold.config import model_config\n", - "from unifold.modules.alphafold import AlphaFold\n", - "from unifold.dataset import load_and_process, UnifoldDataset\n", - "from unicore.utils import (\n", - " tensor_tree_map,\n", - ")\n", - "from unifold.symmetry import (\n", - " UFSymmetry,\n", - " uf_symmetry_config,\n", - " assembly_from_prediction,\n", - " load_and_process_symmetry,\n", - ")\n", - "\n", - "def automatic_chunk_size(seq_len):\n", - " if seq_len < 512:\n", - " chunk_size = 256\n", - " elif seq_len < 1024:\n", - " chunk_size = 128\n", - " elif seq_len < 2048:\n", - " chunk_size = 32\n", - " elif seq_len < 3072:\n", - " chunk_size = 16\n", - " else:\n", - " chunk_size = 1\n", - " return chunk_size\n", - "\n", - "\n", - "def load_feature_for_one_target(\n", - " config, data_folder, seed=0, is_multimer=False, use_uniprot=False, symmetry_group=None,\n", - "):\n", - " if not is_multimer:\n", - " uniprot_msa_dir = None\n", - " sequence_ids = [\"A\"]\n", - " if use_uniprot:\n", - " uniprot_msa_dir = data_folder\n", - "\n", - " else:\n", - " uniprot_msa_dir = data_folder\n", - " sequence_ids = open(os.path.join(data_folder, \"chains.txt\")).readline().split()\n", - " \n", - " if symmetry_group is None:\n", - " batch, _ = load_and_process(\n", - " config=config.data,\n", - " mode=\"predict\",\n", - " seed=seed,\n", - " batch_idx=None,\n", - " data_idx=0,\n", - " is_distillation=False,\n", - " sequence_ids=sequence_ids,\n", - " monomer_feature_dir=data_folder,\n", - " uniprot_msa_dir=uniprot_msa_dir,\n", - " )\n", - " \n", - " else:\n", - " batch, _ = load_and_process_symmetry(\n", - " config=config.data,\n", - " mode=\"predict\",\n", - " seed=seed,\n", - " batch_idx=None,\n", - " data_idx=0,\n", - " is_distillation=False,\n", - " symmetry=symmetry_group,\n", - " sequence_ids=sequence_ids,\n", - " monomer_feature_dir=data_folder,\n", - " uniprot_msa_dir=uniprot_msa_dir,\n", - " )\n", - " batch = UnifoldDataset.collater([batch])\n", - " return batch\n", - "\n", - "if symmetry_group is not None:\n", - " model_name = \"uf_symmetry\"\n", - " param_path = \"./uf_symmetry.pt\"\n", - "elif is_multimer:\n", - " model_name = \"multimer_ft\"\n", - " param_path = \"./multimer.unifold.pt\"\n", - "else:\n", - " model_name = \"model_2_ft\"\n", - " param_path = \"./monomer.unifold.pt\"\n", - "\n", - "max_recycling_iters = 3 #@param {type:\"integer\"}\n", - "num_ensembles = 2 #@param {type:\"integer\"}\n", - "manual_seed = 42 #@param {type:\"integer\"}\n", - "times = 3 #@param {type:\"integer\"}\n", - "\n", - "if symmetry_group is None:\n", - " config = model_config(model_name)\n", - "else:\n", - " config = uf_symmetry_config()\n", - "config.data.common.max_recycling_iters = max_recycling_iters\n", - "config.globals.max_recycling_iters = max_recycling_iters\n", - "config.data.predict.num_ensembles = num_ensembles\n", - "\n", - "# faster prediction with large chunk\n", - "config.globals.chunk_size = 128\n", - "model = AlphaFold(config) if symmetry_group is None else UFSymmetry(config)\n", - "print(\"start to load params {}\".format(param_path))\n", - "state_dict = torch.load(param_path)[\"ema\"][\"params\"]\n", - "state_dict = {\".\".join(k.split(\".\")[1:]): v for k, v in state_dict.items()}\n", - "model.load_state_dict(state_dict)\n", - "model = model.to(\"cuda:0\")\n", - "model.eval()\n", - "model.inference_mode()\n", - "\n", - "# data path is based on target_name\n", - "cur_param_path_postfix = os.path.split(param_path)[-1]\n", + "from unifold.colab.model import colab_inference\n", "\n", - "print(\"start to predict {}\".format(target_id))\n", - "plddts = {}\n", - "ptms = {}\n", - "best_protein = None\n", - "best_score = 0\n", - "best_plddt = None\n", - "best_pae = None\n", - "\n", - "for seed in range(times):\n", - " cur_seed = hash((manual_seed, seed)) % 100000\n", - " batch = load_feature_for_one_target(\n", - " config,\n", - " output_dir,\n", - " cur_seed,\n", - " is_multimer=is_multimer,\n", - " use_uniprot=is_multimer,\n", - " symmetry_group=symmetry_group,\n", - " )\n", - " seq_len = batch[\"aatype\"].shape[-1]\n", - " model.globals.chunk_size = automatic_chunk_size(seq_len)\n", - "\n", - " with torch.no_grad():\n", - " batch = {\n", - " k: torch.as_tensor(v, device=\"cuda:0\")\n", - " for k, v in batch.items()\n", - " }\n", - " shapes = {k: v.shape for k, v in batch.items()}\n", - " print(shapes)\n", - " t = time.perf_counter()\n", - " out = model(batch)\n", - " print(f\"Inference time: {time.perf_counter() - t}\")\n", - "\n", - " def to_float(x):\n", - " if x.dtype == torch.bfloat16 or x.dtype == torch.half:\n", - " return x.float()\n", - " else:\n", - " return x\n", - "\n", - " # Toss out the recycling dimensions --- we don't need them anymore\n", - " batch = tensor_tree_map(lambda t: t[-1, 0, ...], batch)\n", - " batch = tensor_tree_map(to_float, batch)\n", - " out = tensor_tree_map(lambda t: t[0, ...], out)\n", - " out = tensor_tree_map(to_float, out)\n", - " batch = tensor_tree_map(lambda x: np.array(x.cpu()), batch)\n", - " out = tensor_tree_map(lambda x: np.array(x.cpu()), out)\n", - "\n", - " plddt = out[\"plddt\"]\n", - " mean_plddt = np.mean(plddt)\n", - " plddt_b_factors = np.repeat(\n", - " plddt[..., None], residue_constants.atom_type_num, axis=-1\n", - " )\n", - " # TODO: , may need to reorder chains, based on entity_ids\n", - " if symmetry_group is None:\n", - " cur_protein = protein.from_prediction(\n", - " features=batch, result=out, b_factors=plddt_b_factors\n", - " )\n", - " else:\n", - " plddt_b_factors_assembly = np.concatenate(\n", - " [plddt_b_factors for _ in range(batch[\"symmetry_opers\"].shape[0])])\n", - " cur_protein = assembly_from_prediction(\n", - " result=out, b_factors=plddt_b_factors_assembly,\n", - " )\n", - " cur_save_name = (\n", - " f\"{cur_param_path_postfix}_{cur_seed}\"\n", - " )\n", - " plddts[cur_save_name] = str(mean_plddt)\n", - " if is_multimer and symmetry_group is None:\n", - " ptms[cur_save_name] = str(np.mean(out[\"iptm+ptm\"]))\n", - " with open(os.path.join(output_dir, cur_save_name + '.pdb'), \"w\") as f:\n", - " f.write(protein.to_pdb(cur_protein))\n", + "def manual_operations():\n", + " # developers may operate on the pickle files here\n", + " # to customize the features for inference.\n", + " pass\n", "\n", - " if is_multimer and symmetry_group is None:\n", - " mean_ptm = np.mean(out[\"iptm+ptm\"])\n", - " if mean_ptm>best_score:\n", - " best_protein = cur_protein\n", - " best_pae = out[\"predicted_aligned_error\"]\n", - " best_plddt = out[\"plddt\"]\n", - " best_score = mean_ptm\n", - " else:\n", - " if mean_plddt>best_score:\n", - " best_protein = cur_protein\n", - " best_plddt = out[\"plddt\"]\n", - " best_score = mean_plddt\n", + "manual_operations()\n", "\n", - "print(\"plddts\", plddts)\n", - "score_name = f\"{model_name}_{cur_param_path_postfix}\"\n", - "plddt_fname = score_name + \"_plddt.json\"\n", - "json.dump(plddts, open(os.path.join(output_dir, plddt_fname), \"w\"), indent=4)\n", - "if ptms:\n", - " print(\"ptms\", ptms)\n", - " ptm_fname = score_name + \"_ptm.json\"\n", - " json.dump(ptms, open(os.path.join(output_dir, ptm_fname), \"w\"), indent=4)" + "best_result = colab_inference(\n", + " target_id=target_id,\n", + " data_dir=output_dir,\n", + " param_dir=\".\",\n", + " output_dir=output_dir,\n", + " symmetry_group=symmetry_group,\n", + " is_multimer=is_multimer,\n", + " max_recycling_iters=max_recycling_iters,\n", + " num_ensembles=num_ensembles,\n", + " times=times,\n", + " manual_seed=manual_seed,\n", + " device=\"cuda:0\", # do not change this on colab.\n", + ")\n" ] }, { @@ -886,122 +283,14 @@ "source": [ "#@title Show the protein structure\n", "\n", - "# Construct multiclass b-factors to indicate confidence bands\n", - "# 0=very low, 1=low, 2=confident, 3=very high\n", - "# Color bands for visualizing plddt\n", - "import py3Dmol\n", - "import matplotlib.pyplot as plt\n", - "from matplotlib.colors import LinearSegmentedColormap\n", - "from IPython import display\n", - "from ipywidgets import GridspecLayout\n", - "from ipywidgets import Output\n", - "\n", - "\n", - "show_sidechains = False #@param {type:\"boolean\"}\n", - "dpi = 100 #@param {type:\"integer\"}\n", - "\n", - "to_visualize_pdb = protein.to_pdb(best_protein)\n", - "\n", - "PLDDT_BANDS = [(0., 0.50, '#FF7D45'),\n", - " (0.50, 0.70, '#FFDB13'),\n", - " (0.70, 0.90, '#65CBF3'),\n", - " (0.90, 1.00, '#0053D6')]\n", - "\n", - "\n", - "# --- Visualise the prediction & confidence ---\n", - "def plot_plddt_legend():\n", - " \"\"\"Plots the legend for pLDDT.\"\"\"\n", - " thresh = ['Very low (pLDDT < 50)',\n", - " 'Low (70 > pLDDT > 50)',\n", - " 'Confident (90 > pLDDT > 70)',\n", - " 'Very high (pLDDT > 90)']\n", - "\n", - " colors = [x[2] for x in PLDDT_BANDS]\n", - "\n", - " plt.figure(figsize=(2, 2))\n", - " for c in colors:\n", - " plt.bar(0, 0, color=c)\n", - " plt.legend(thresh, frameon=False, loc='center', fontsize=20)\n", - " plt.xticks([])\n", - " plt.yticks([])\n", - " ax = plt.gca()\n", - " ax.spines['right'].set_visible(False)\n", - " ax.spines['top'].set_visible(False)\n", - " ax.spines['left'].set_visible(False)\n", - " ax.spines['bottom'].set_visible(False)\n", - " plt.title('Model Confidence', fontsize=20, pad=20)\n", - " return plt\n", - "\n", - "\n", - "if is_multimer and symmetry_group is None:\n", - " multichain_view = py3Dmol.view(width=800, height=600)\n", - " multichain_view.addModelsAsFrames(to_visualize_pdb)\n", - " multichain_style = {'cartoon': {'colorscheme': 'chain'}}\n", - " multichain_view.setStyle({'model': -1}, multichain_style)\n", - " multichain_view.zoomTo()\n", - " multichain_view.show()\n", + "from unifold.colab.plot import colab_plot\n", "\n", - "# Color the structure by per-residue pLDDT\n", - "view = py3Dmol.view(width=800, height=600)\n", - "view.addModelsAsFrames(to_visualize_pdb)\n", - "style = {'cartoon': {'colorscheme': {'prop':'b','gradient': 'roygb','min':0.5,'max':0.9}}}\n", - "if show_sidechains:\n", - " style['stick'] = {}\n", - "view.setStyle({'model':-1}, style)\n", - "view.zoomTo()\n", - "\n", - "grid = GridspecLayout(1, 2)\n", - "out = Output()\n", - "with out:\n", - " view.show()\n", - "grid[0, 0] = out\n", - "\n", - "out = Output()\n", - "with out:\n", - " plot_plddt_legend().show()\n", - "grid[0, 1] = out\n", - "\n", - "display.display(grid)\n", - "\n", - "# Display pLDDT and predicted aligned error (if output by the model).\n", - "if is_multimer and symmetry_group is None:\n", - " num_plots = 2\n", - "else:\n", - " num_plots = 1\n", - "\n", - "plt.figure(figsize=[8 * num_plots , 6])\n", - "plt.subplot(1, num_plots, 1)\n", - "plt.plot(plddt*100)\n", - "plt.title('Predicted LDDT')\n", - "plt.xlabel('Residue')\n", - "plt.ylabel('pLDDT')\n", - "plt.grid()\n", - "plddt_svg_path = os.path.join(output_dir, 'plddt.svg')\n", - "plt.savefig(plddt_svg_path, dpi=dpi, bbox_inches='tight')\n", - "\n", - "\n", - "if num_plots == 2:\n", - " plt.subplot(1, 2, 2)\n", - " max_pae = np.max(best_pae)\n", - " colors = ['#0F006F','#245AE6','#55CCFF','#FFFFFF']\n", - "\n", - " cmap = LinearSegmentedColormap.from_list('mymap', colors)\n", - " im = plt.imshow(best_pae, vmin=0., vmax=max_pae, cmap=cmap)\n", - " plt.colorbar(im, fraction=0.046, pad=0.04)\n", - "\n", - " # Display lines at chain boundaries.\n", - " total_num_res = best_protein.residue_index.shape[-1]\n", - " chain_ids = best_protein.chain_index\n", - " for chain_boundary in np.nonzero(chain_ids[:-1] - chain_ids[1:]):\n", - " if chain_boundary.size:\n", - " plt.plot([0, total_num_res], [chain_boundary, chain_boundary], color='red')\n", - " plt.plot([chain_boundary, chain_boundary], [0, total_num_res], color='red')\n", - "\n", - " plt.title('Predicted Aligned Error')\n", - " plt.xlabel('Scored residue')\n", - " plt.ylabel('Aligned residue')\n", - " pae_svg_path = os.path.join(output_dir, 'pae.svg')\n", - " plt.savefig(pae_svg_path, dpi=dpi, bbox_inches='tight')\n" + "colab_plot(\n", + " best_result=best_result,\n", + " output_dir=output_dir,\n", + " show_sidechains=show_sidechains,\n", + " dpi=dpi,\n", + ")\n" ] }, { @@ -1016,21 +305,14 @@ "#@markdown **The content of zip file**:\n", "#@markdown 1. PDB formatted structures\n", "#@markdown 2. Json file of the model quality (pLDDT and pTM for multimer)\n", - "#@markdown 2. Plots of the model quality (pLDDT and PAE for multimer)\n", + "#@markdown 2. Plots of the best model quality (pLDDT and PAE for multimer)\n", "\n", "from google.colab import files\n", + "import glob\n", "\n", - "\n", - "plddt_file = os.path.join(output_dir, plddt_fname)\n", - "\n", - "pdb_files = [os.path.join(output_dir, pdb_name + '.pdb') for pdb_name in plddts]\n", - "file_lists = pdb_files + [\n", - " plddt_file, plddt_svg_path\n", - "]\n", - "if is_multimer and symmetry_group is None:\n", - " ptm_file = os.path.join(output_dir, ptm_fname)\n", - " file_lists.append(ptm_file)\n", - " file_lists.append(pae_svg_path)\n", + "file_lists = glob.glob(os.path.join(output_dir, \"*.pdb\"))\n", + "file_lists += glob.glob(os.path.join(output_dir, \"*.json\"))\n", + "file_lists += glob.glob(os.path.join(output_dir, \"*.svg\"))\n", "\n", "!zip -q {target_id}.zip {\" \".join(file_lists)}\n", "files.download(f'{target_id}.zip')" @@ -1052,7 +334,7 @@ }, "language_info": { "name": "python", - "version": "3.8.10" + "version": "3.8.10 (default, Mar 15 2022, 12:22:08) \n[GCC 9.4.0]" }, "vscode": { "interpreter": { diff --git a/setup.py b/setup.py index 15edb38..927373c 100644 --- a/setup.py +++ b/setup.py @@ -18,7 +18,7 @@ setup( name="unifold", - version="2.2.0", + version="2.2.1", description="An open-source platform for developing protein folding models beyond AlphaFold.", author="DP Technology", author_email="unifold@dp.tech", diff --git a/unifold/colab/__init__.py b/unifold/colab/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/unifold/colab/data.py b/unifold/colab/data.py new file mode 100644 index 0000000..c317b4a --- /dev/null +++ b/unifold/colab/data.py @@ -0,0 +1,125 @@ +import hashlib +import os +from typing import Dict, List, Sequence, Tuple, Union, Any, Optional + + +from unifold.data import residue_constants, protein +from unifold.msa.utils import divide_multi_chains +from unifold.dataset import load_and_process, UnifoldDataset +from unifold.symmetry import load_and_process_symmetry + + +def clean_and_validate_sequence( + input_sequence: str, min_length: int, max_length: int) -> str: + """Checks that the input sequence is ok and returns a clean version of it.""" + # Remove all whitespaces, tabs and end lines; upper-case. + clean_sequence = input_sequence.translate( + str.maketrans('', '', ' \n\t')).upper() + aatypes = set(residue_constants.restypes) # 20 standard aatypes. + if not set(clean_sequence).issubset(aatypes): + raise ValueError( + f'Input sequence contains non-amino acid letters: ' + f'{set(clean_sequence) - aatypes}. AlphaFold only supports 20 standard ' + 'amino acids as inputs.') + if len(clean_sequence) < min_length: + raise ValueError( + f'Input sequence is too short: {len(clean_sequence)} amino acids, ' + f'while the minimum is {min_length}') + if len(clean_sequence) > max_length: + raise ValueError( + f'Input sequence is too long: {len(clean_sequence)} amino acids, while ' + f'the maximum is {max_length}. You may be able to run it with the full ' + f'Uni-Fold system depending on your resources (system memory, ' + f'GPU memory).') + return clean_sequence + + +def validate_input( + input_sequences: Sequence[str], + symmetry_group: str, + min_length: int, + max_length: int, + max_multimer_length: int) -> Tuple[Sequence[str], bool]: + """Validates and cleans input sequences and determines which model to use.""" + sequences = [] + + for input_sequence in input_sequences: + if input_sequence.strip(): + input_sequence = clean_and_validate_sequence( + input_sequence=input_sequence, + min_length=min_length, + max_length=max_length) + sequences.append(input_sequence) + + if symmetry_group != 'C1': + if symmetry_group.startswith('C') and symmetry_group[1:].isnumeric(): + print(f'Using UF-Symmetry with group {symmetry_group}. If you do not ' + f'want to use UF-Symmetry, please use `C1` and copy the AU ' + f'sequences to the count in the assembly.') + is_multimer = (len(sequences) > 1) + return sequences, is_multimer, symmetry_group + else: + raise ValueError(f"UF-Symmetry does not support symmetry group " + f"{symmetry_group} currently. Cyclic groups (Cx) are " + f"supported only.") + + elif len(sequences) == 1: + print('Using the single-chain model.') + return sequences, False, None + + elif len(sequences) > 1: + total_multimer_length = sum([len(seq) for seq in sequences]) + if total_multimer_length > max_multimer_length: + raise ValueError(f'The total length of multimer sequences is too long: ' + f'{total_multimer_length}, while the maximum is ' + f'{max_multimer_length}. Please use the full AlphaFold ' + f'system for long multimers.') + print(f'Using the multimer model with {len(sequences)} sequences.') + return sequences, True, None + + else: + raise ValueError('No input amino acid sequence provided, please provide at ' + 'least one sequence.') + + +def load_feature_for_one_target( + config, data_folder, seed=0, is_multimer=False, use_uniprot=False, symmetry_group=None, +): + if not is_multimer: + uniprot_msa_dir = None + sequence_ids = ["A"] + if use_uniprot: + uniprot_msa_dir = data_folder + + else: + uniprot_msa_dir = data_folder + sequence_ids = open(os.path.join(data_folder, "chains.txt")).readline().split() + + if symmetry_group is None: + batch, _ = load_and_process( + config=config.data, + mode="predict", + seed=seed, + batch_idx=None, + data_idx=0, + is_distillation=False, + sequence_ids=sequence_ids, + monomer_feature_dir=data_folder, + uniprot_msa_dir=uniprot_msa_dir, + ) + + else: + batch, _ = load_and_process_symmetry( + config=config.data, + mode="predict", + seed=seed, + batch_idx=None, + data_idx=0, + is_distillation=False, + symmetry=symmetry_group, + sequence_ids=sequence_ids, + monomer_feature_dir=data_folder, + uniprot_msa_dir=uniprot_msa_dir, + ) + batch = UnifoldDataset.collater([batch]) + return batch diff --git a/unifold/colab/mmseqs.py b/unifold/colab/mmseqs.py new file mode 100644 index 0000000..fd66cf0 --- /dev/null +++ b/unifold/colab/mmseqs.py @@ -0,0 +1,337 @@ + +import tarfile +import requests +from tqdm import tqdm +from typing import Dict, List, Sequence, Tuple, Union, Any, Optional +import time +import logging +import os +import random +from pathlib import Path +import numpy as np + +from unifold.msa import templates, pipeline +from unifold.msa.tools import hhsearch + + + +logger = logging.getLogger(__name__) + +TQDM_BAR_FORMAT = '{l_bar}{bar}| {n_fmt}/{total_fmt} [elapsed: {elapsed} remaining: {remaining}]' +DEFAULT_API_SERVER = "https://api.colabfold.com" + +def run_mmseqs2(x, prefix, use_env=True, + use_templates=False, use_pairing=False, + host_url="https://api.colabfold.com") -> Tuple[List[str], List[str]]: + submission_endpoint = "ticket/pair" if use_pairing else "ticket/msa" + + def submit(seqs, mode, N=101): + n, query = N, "" + for seq in seqs: + query += f">{n}\n{seq}\n" + n += 1 + + res = requests.post(f'{host_url}/{submission_endpoint}', data={'q':query,'mode': mode}) + try: + out = res.json() + except ValueError: + logger.error(f"Server didn't reply with json: {res.text}") + out = {"status":"ERROR"} + return out + + def status(ID): + res = requests.get(f'{host_url}/ticket/{ID}') + try: + out = res.json() + except ValueError: + logger.error(f"Server didn't reply with json: {res.text}") + out = {"status":"ERROR"} + return out + + def download(ID, path): + res = requests.get(f'{host_url}/result/download/{ID}') + with open(path,"wb") as out: out.write(res.content) + + # process input x + seqs = [x] if isinstance(x, str) else x + + mode = "env" + if use_pairing: + mode = "" + use_templates = False + use_env = False + + # define path + path = f"{prefix}" + if not os.path.isdir(path): os.mkdir(path) + + # call mmseqs2 api + tar_gz_file = f'{path}/out_{mode}.tar.gz' + N,REDO = 101,True + + # deduplicate and keep track of order + seqs_unique = [] + #TODO this might be slow for large sets + [seqs_unique.append(x) for x in seqs if x not in seqs_unique] + Ms = [N + seqs_unique.index(seq) for seq in seqs] + # lets do it! + if not os.path.isfile(tar_gz_file): + TIME_ESTIMATE = 150 * len(seqs_unique) + with tqdm(total=TIME_ESTIMATE, bar_format=TQDM_BAR_FORMAT) as pbar: + while REDO: + pbar.set_description("SUBMIT") + + # Resubmit job until it goes through + out = submit(seqs_unique, mode, N) + while out["status"] in ["UNKNOWN", "RATELIMIT"]: + sleep_time = 5 + random.randint(0, 5) + logger.error(f"Sleeping for {sleep_time}s. Reason: {out['status']}") + # resubmit + time.sleep(sleep_time) + out = submit(seqs_unique, mode, N) + + if out["status"] == "ERROR": + raise Exception(f'MMseqs2 API is giving errors. Please confirm your input is a valid protein sequence. If error persists, please try again an hour later.') + + if out["status"] == "MAINTENANCE": + raise Exception(f'MMseqs2 API is undergoing maintenance. Please try again in a few minutes.') + + # wait for job to finish + ID,TIME = out["id"],0 + pbar.set_description(out["status"]) + while out["status"] in ["UNKNOWN","RUNNING","PENDING"]: + t = 5 + random.randint(0,5) + logger.error(f"Sleeping for {t}s. Reason: {out['status']}") + time.sleep(t) + out = status(ID) + pbar.set_description(out["status"]) + if out["status"] == "RUNNING": + TIME += t + pbar.update(n=t) + + if out["status"] == "COMPLETE": + if TIME < TIME_ESTIMATE: + pbar.update(n=(TIME_ESTIMATE-TIME)) + REDO = False + + if out["status"] == "ERROR": + REDO = False + raise Exception(f'MMseqs2 API is giving errors. Please confirm your input is a valid protein sequence. If error persists, please try again an hour later.') + + # Download results + download(ID, tar_gz_file) + + # prep list of a3m files + if use_pairing: + a3m_files = [f"{path}/pair.a3m"] + else: + a3m_files = [f"{path}/uniref.a3m"] + if use_env: a3m_files.append(f"{path}/bfd.mgnify30.metaeuk30.smag30.a3m") + + # extract a3m files + if any(not os.path.isfile(a3m_file) for a3m_file in a3m_files): + with tarfile.open(tar_gz_file) as tar_gz: + tar_gz.extractall(path) + + # templates + if use_templates: + templates = {} + + for line in open(f"{path}/pdb70.m8","r"): + p = line.rstrip().split() + M,pdb,qid,e_value = p[0],p[1],p[2],p[10] + M = int(M) + if M not in templates: templates[M] = [] + templates[M].append(pdb) + + template_paths = {} + for k,TMPL in templates.items(): + TMPL_PATH = f"{prefix}/templates_{k}" + if not os.path.isdir(TMPL_PATH): + os.mkdir(TMPL_PATH) + TMPL_LINE = ",".join(TMPL[:20]) + os.system(f"curl -s -L {host_url}/template/{TMPL_LINE} | tar xzf - -C {TMPL_PATH}/") + os.system(f"cp {TMPL_PATH}/pdb70_a3m.ffindex {TMPL_PATH}/pdb70_cs219.ffindex") + os.system(f"touch {TMPL_PATH}/pdb70_cs219.ffdata") + template_paths[k] = TMPL_PATH + + # gather a3m lines + a3m_lines = {} + for a3m_file in a3m_files: + update_M,M = True,None + for line in open(a3m_file,"r"): + if len(line) > 0: + if "\x00" in line: + line = line.replace("\x00","") + update_M = True + if line.startswith(">") and update_M: + M = int(line[1:].rstrip()) + update_M = False + if M not in a3m_lines: a3m_lines[M] = [] + a3m_lines[M].append(line) + + # return results + + a3m_lines = ["".join(a3m_lines[n]) for n in Ms] + + if use_templates: + template_paths_ = [] + for n in Ms: + if n not in template_paths: + template_paths_.append(None) + #print(f"{n-N}\tno_templates_found") + else: + template_paths_.append(template_paths[n]) + template_paths = template_paths_ + + + return (a3m_lines, template_paths) if use_templates else a3m_lines + +def get_null_template( + query_sequence: Union[List[str], str], num_temp: int = 1 +) -> Dict[str, Any]: + ln = ( + len(query_sequence) + if isinstance(query_sequence, str) + else sum(len(s) for s in query_sequence) + ) + output_templates_sequence = "A" * ln + output_confidence_scores = np.full(ln, 1.0) + + templates_all_atom_positions = np.zeros( + (ln, templates.residue_constants.atom_type_num, 3) + ) + templates_all_atom_masks = np.zeros((ln, templates.residue_constants.atom_type_num)) + templates_aatype = templates.residue_constants.sequence_to_onehot( + output_templates_sequence, templates.residue_constants.HHBLITS_AA_TO_ID + ) + template_features = { + "template_all_atom_positions": np.tile( + templates_all_atom_positions[None], [num_temp, 1, 1, 1] + ), + "template_all_atom_masks": np.tile( + templates_all_atom_masks[None], [num_temp, 1, 1] + ), + "template_sequence": [f"none".encode()] * num_temp, + "template_aatype": np.tile(np.array(templates_aatype)[None], [num_temp, 1, 1]), + "template_domain_names": [f"none".encode()] * num_temp, + "template_sum_probs": np.zeros([num_temp], dtype=np.float32), + } + return template_features + + +def get_template( + a3m_lines: str, template_path: str, query_sequence: str +) -> Dict[str, Any]: + template_featurizer = templates.HhsearchHitFeaturizer( + mmcif_dir=template_path, + max_template_date="2100-01-01", + max_hits=20, + kalign_binary_path="kalign", + release_dates_path=None, + obsolete_pdbs_path=None, + ) + + hhsearch_pdb70_runner = hhsearch.HHSearch( + binary_path="hhsearch", databases=[f"{template_path}/pdb70"] + ) + + hhsearch_result = hhsearch_pdb70_runner.query(a3m_lines) + hhsearch_hits = pipeline.parsers.parse_hhr(hhsearch_result) + templates_result = template_featurizer.get_templates( + query_sequence=query_sequence, hits=hhsearch_hits + ) + return dict(templates_result.features) + +def get_msa_and_templates( + jobname: str, + query_seqs_unique: Union[str, List[str]], + result_dir: Path, + msa_mode: str, + use_templates: bool, + homooligomers_num: int = 1, + host_url: str = DEFAULT_API_SERVER, +) -> Tuple[ + Optional[List[str]], Optional[List[str]], List[str], List[int], List[Dict[str, Any]] +]: + + use_env = msa_mode == "MMseqs2" + + template_features = [] + if use_templates: + a3m_lines_mmseqs2, template_paths = run_mmseqs2( + query_seqs_unique, + str(result_dir.joinpath(jobname)), + use_env, + use_templates=True, + host_url=host_url, + ) + if template_paths is None: + logger.info("No template detected") + for index in range(0, len(query_seqs_unique)): + template_feature = get_null_template(query_seqs_unique[index]) + template_features.append(template_feature) + else: + for index in range(0, len(query_seqs_unique)): + if template_paths[index] is not None: + template_feature = get_template( + a3m_lines_mmseqs2[index], + template_paths[index], + query_seqs_unique[index], + ) + if len(template_feature["template_domain_names"]) == 0: + template_feature = get_null_template(query_seqs_unique[index]) + logger.info(f"Sequence {index} found no templates") + else: + logger.info( + f"Sequence {index} found templates: {template_feature['template_domain_names'].astype(str).tolist()}" + ) + else: + template_feature = get_null_template(query_seqs_unique[index]) + logger.info(f"Sequence {index} found no templates") + + template_features.append(template_feature) + else: + for index in range(0, len(query_seqs_unique)): + template_feature = get_null_template(query_seqs_unique[index]) + template_features.append(template_feature) + + + if msa_mode == "single_sequence": + a3m_lines = [] + num = 101 + for i, seq in enumerate(query_seqs_unique): + a3m_lines.append(">" + str(num + i) + "\n" + seq) + else: + # find normal a3ms + a3m_lines = run_mmseqs2( + query_seqs_unique, + str(result_dir.joinpath(jobname)), + use_env, + use_pairing=False, + host_url=host_url, + ) + if len(query_seqs_unique)>1: + # find paired a3m if not a homooligomers + paired_a3m_lines = run_mmseqs2( + query_seqs_unique, + str(result_dir.joinpath(jobname)), + use_env, + use_pairing=True, + host_url=host_url, + ) + else: + num = 101 + paired_a3m_lines = [] + for i in range(0, homooligomers_num): + paired_a3m_lines.append( + ">" + str(num + i) + "\n" + query_seqs_unique[0] + "\n" + ) + + return ( + a3m_lines, + paired_a3m_lines, + template_features, + ) + + diff --git a/unifold/colab/model.py b/unifold/colab/model.py new file mode 100644 index 0000000..7f95b95 --- /dev/null +++ b/unifold/colab/model.py @@ -0,0 +1,170 @@ +from typing import * +import torch +import time +import numpy as np +import json +import os +from unicore.utils import ( + tensor_tree_map, +) + +from unifold.config import model_config +from unifold.modules.alphafold import AlphaFold +from unifold.data import protein, residue_constants +from unifold.colab.data import load_feature_for_one_target +from unifold.symmetry import ( + UFSymmetry, + uf_symmetry_config, + assembly_from_prediction, +) +from unifold.inference import automatic_chunk_size + + +def colab_inference( + target_id: str, + data_dir: str, + param_dir: str, + output_dir: str, + symmetry_group: Optional[str], + is_multimer: bool, + max_recycling_iters: int, + num_ensembles: int, + times: int, + manual_seed: int, + device: str = "cuda:0", +): + + if symmetry_group is not None: + model_name = "uf_symmetry" + param_path = os.path.join(param_dir, "uf_symmetry.pt") + elif is_multimer: + model_name = "multimer_ft" + param_path = os.path.join(param_dir, "multimer.unifold.pt") + else: + model_name = "model_2_ft" + param_path = os.path.join(param_dir, "monomer.unifold.pt") + + if symmetry_group is None: + config = model_config(model_name) + else: + config = uf_symmetry_config() + + config.data.common.max_recycling_iters = max_recycling_iters + config.globals.max_recycling_iters = max_recycling_iters + config.data.predict.num_ensembles = num_ensembles + + # faster prediction with large chunk + config.globals.chunk_size = 128 + model = AlphaFold(config) if symmetry_group is None else UFSymmetry(config) + print("start to load params {}".format(param_path)) + state_dict = torch.load(param_path)["ema"]["params"] + state_dict = {".".join(k.split(".")[1:]): v for k, v in state_dict.items()} + model.load_state_dict(state_dict) + model = model.to(device) + model.eval() + model.inference_mode() + + # data path is based on target_name + cur_param_path_postfix = os.path.split(param_path)[-1] + + print("start to predict {}".format(target_id)) + plddts = {} + ptms = {} + best_result = None + best_score = 0 + + for seed in range(times): + cur_seed = hash((manual_seed, seed)) % 100000 + batch = load_feature_for_one_target( + config, + data_dir, + cur_seed, + is_multimer=is_multimer, + use_uniprot=is_multimer, + symmetry_group=symmetry_group, + ) + seq_len = batch["aatype"].shape[-1] + chunk_size, block_size = automatic_chunk_size( + seq_len, + device, + is_bf16=False, + ) + model.globals.chunk_size = chunk_size + model.globals.block_size = block_size + + with torch.no_grad(): + batch = { + k: torch.as_tensor(v, device=device) + for k, v in batch.items() + } + shapes = {k: v.shape for k, v in batch.items()} + print(shapes) + t = time.perf_counter() + out = model(batch) + print(f"Inference time: {time.perf_counter() - t}") + + def to_float(x): + if x.dtype == torch.bfloat16 or x.dtype == torch.half: + return x.float() + else: + return x + + # Toss out the recycling dimensions --- we don't need them anymore + batch = tensor_tree_map(lambda t: t[-1, 0, ...], batch) + batch = tensor_tree_map(to_float, batch) + out = tensor_tree_map(lambda t: t[0, ...], out) + out = tensor_tree_map(to_float, out) + batch = tensor_tree_map(lambda x: np.array(x.cpu()), batch) + out = tensor_tree_map(lambda x: np.array(x.cpu()), out) + + plddt = out["plddt"] + mean_plddt = np.mean(plddt) + plddt_b_factors = np.repeat( + plddt[..., None], residue_constants.atom_type_num, axis=-1 + ) + # TODO: , may need to reorder chains, based on entity_ids + if symmetry_group is None: + cur_protein = protein.from_prediction( + features=batch, result=out, b_factors=plddt_b_factors + ) + else: + plddt_b_factors_assembly = np.concatenate( + [plddt_b_factors for _ in range(batch["symmetry_opers"].shape[0])]) + cur_protein = assembly_from_prediction( + result=out, b_factors=plddt_b_factors_assembly, + ) + cur_save_name = ( + f"{cur_param_path_postfix}_{cur_seed}" + ) + plddts[cur_save_name] = str(mean_plddt) + if is_multimer and symmetry_group is None: + ptms[cur_save_name] = str(np.mean(out["iptm+ptm"])) + with open(os.path.join(output_dir, cur_save_name + '.pdb'), "w") as f: + f.write(protein.to_pdb(cur_protein)) + + if is_multimer and symmetry_group is None: + mean_ptm = np.mean(out["iptm+ptm"]) + if mean_ptm>best_score: + best_result = { + "protein": cur_protein, + "plddt": out["plddt"], + "pae": out["predicted_aligned_error"] + } + else: + if mean_plddt>best_score: + best_result = { + "protein": cur_protein, + "plddt": out["plddt"], + "pae": None + } + + print("plddts", plddts) + score_name = f"{model_name}_{cur_param_path_postfix}" + plddt_fname = score_name + "_plddt.json" + json.dump(plddts, open(os.path.join(output_dir, plddt_fname), "w"), indent=4) + if ptms: + print("ptms", ptms) + ptm_fname = score_name + "_ptm.json" + json.dump(ptms, open(os.path.join(output_dir, ptm_fname), "w"), indent=4) + + return best_result diff --git a/unifold/colab/plot.py b/unifold/colab/plot.py new file mode 100644 index 0000000..865bc26 --- /dev/null +++ b/unifold/colab/plot.py @@ -0,0 +1,123 @@ +# Construct multiclass b-factors to indicate confidence bands +# 0=very low, 1=low, 2=confident, 3=very high +# Color bands for visualizing plddt +import os +import numpy as np +import py3Dmol +import matplotlib.pyplot as plt +from matplotlib.colors import LinearSegmentedColormap +from IPython import display +from ipywidgets import GridspecLayout +from ipywidgets import Output +from typing import * +from unifold.data import protein + + +def colab_plot( + best_result: Mapping[str, Any], + output_dir: str, + show_sidechains: bool = False, + dpi: int = 100, +): + best_protein = best_result["protein"] + best_plddt = best_result["plddt"] + best_pae = best_result.get("pae", None) + + to_visualize_pdb = protein.to_pdb(best_protein) + + # --- Visualise the prediction & confidence --- + if best_pae is not None: + multichain_view = py3Dmol.view(width=800, height=600) + multichain_view.addModelsAsFrames(to_visualize_pdb) + multichain_style = {'cartoon': {'colorscheme': 'chain'}} + multichain_view.setStyle({'model': -1}, multichain_style) + multichain_view.zoomTo() + multichain_view.show() + + # Color the structure by per-residue pLDDT + view = py3Dmol.view(width=800, height=600) + view.addModelsAsFrames(to_visualize_pdb) + style = {'cartoon': {'colorscheme': {'prop':'b','gradient': 'roygb','min':0.5,'max':0.9}}} + if show_sidechains: + style['stick'] = {} + view.setStyle({'model':-1}, style) + view.zoomTo() + + grid = GridspecLayout(1, 2) + out = Output() + with out: + view.show() + grid[0, 0] = out + + out = Output() + with out: + plot_plddt_legend().show() + grid[0, 1] = out + + display.display(grid) + + # Display pLDDT and predicted aligned error (if output by the model). + num_plots = 1 if best_pae is None else 2 + + plt.figure(figsize=[8 * num_plots , 6]) + plt.subplot(1, num_plots, 1) + plt.plot(best_plddt * 100) + plt.title('Predicted LDDT') + plt.xlabel('Residue') + plt.ylabel('pLDDT') + plt.grid() + plddt_svg_path = os.path.join(output_dir, 'plddt.svg') + plt.savefig(plddt_svg_path, dpi=dpi, bbox_inches='tight') + + if best_pae is not None: + plt.subplot(1, 2, 2) + max_pae = np.max(best_pae) + colors = ['#0F006F','#245AE6','#55CCFF','#FFFFFF'] + + cmap = LinearSegmentedColormap.from_list('mymap', colors) + im = plt.imshow(best_pae, vmin=0., vmax=max_pae, cmap=cmap) + plt.colorbar(im, fraction=0.046, pad=0.04) + + # Display lines at chain boundaries. + total_num_res = best_protein.residue_index.shape[-1] + chain_ids = best_protein.chain_index + for chain_boundary in np.nonzero(chain_ids[:-1] - chain_ids[1:]): + if chain_boundary.size: + plt.plot([0, total_num_res], [chain_boundary, chain_boundary], color='red') + plt.plot([chain_boundary, chain_boundary], [0, total_num_res], color='red') + + plt.title('Predicted Aligned Error') + plt.xlabel('Scored residue') + plt.ylabel('Aligned residue') + pae_svg_path = os.path.join(output_dir, 'pae.svg') + plt.savefig(pae_svg_path, dpi=dpi, bbox_inches='tight') + + +PLDDT_BANDS = [(0., 0.50, '#FF7D45'), + (0.50, 0.70, '#FFDB13'), + (0.70, 0.90, '#65CBF3'), + (0.90, 1.00, '#0053D6')] + + +def plot_plddt_legend(): + """Plots the legend for pLDDT.""" + thresh = ['Very low (pLDDT < 50)', + 'Low (70 > pLDDT > 50)', + 'Confident (90 > pLDDT > 70)', + 'Very high (pLDDT > 90)'] + + colors = [x[2] for x in PLDDT_BANDS] + + plt.figure(figsize=(2, 2)) + for c in colors: + plt.bar(0, 0, color=c) + plt.legend(thresh, frameon=False, loc='center', fontsize=20) + plt.xticks([]) + plt.yticks([]) + ax = plt.gca() + ax.spines['right'].set_visible(False) + ax.spines['top'].set_visible(False) + ax.spines['left'].set_visible(False) + ax.spines['bottom'].set_visible(False) + plt.title('Model Confidence', fontsize=20, pad=20) + return plt From 6730e3b198485d85e9a18d1817b4ae31f31b8dcc Mon Sep 17 00:00:00 2001 From: Guolin Ke Date: Tue, 15 Nov 2022 17:25:14 +0800 Subject: [PATCH 74/92] Add documentation about the full dataset download (#75) --- README.md | 28 ++++++++++++++++++++++++++++ 1 file changed, 28 insertions(+) diff --git a/README.md b/README.md index c124d01..43e3e10 100644 --- a/README.md +++ b/README.md @@ -48,6 +48,8 @@ The name Uni-Fold is inherited from our previous repository, [Uni-Fold-JAX](http ## NEWEST in Uni-Fold +[2022-11-15] We released the full dataset used to train Uni-Fold. + [2022-09-06] We released the code of Uni-Fold Symmetry (UF-Symmetry), a fast solution to fold large symmetric protein complexes. The details of UF-Symmetry can be found in [bioRxiv: Uni-Fold Symmetry: Harnessing Symmetry in Folding Large Protein Complexes](https://doi.org/10.1101/2022.08.30.505833). The code of UF-Symmetry is concentrated in the folder [`unifold/symmetry`](./unifold/symmetry/). ![case](./img/uf-symmetry-effect.gif) @@ -155,6 +157,32 @@ bash train_multimer_demo.sh . This command starts a training process on the [demo data](example_data) included in this repository. Note that this demo script only tests the correctness of package installation and does not reflect any true performances. +### Full training dataset download + +The full training dataset used in Uni-Fold is hosted at [modelscope](https://modelscope.cn/datasets/DPTech/Uni-Fold-Data/summary). You can download it by the following instructions. + +First, install modelscope + +```bash +pip3 install https://databot-algo.oss-cn-zhangjiakou.aliyuncs.com/maas/modelscope-1.0.0-py3-none-any.whl +``` + +Then, download the dataset in python + +```python +import os +data_path = "your_data_path" +os.environ["CACHE_HOME"] = data_path + +from modelscope.msdatasets import MsDataset + +ds = MsDataset.load(dataset_name='Uni-Fold-Data', namespace='DPTech', split='train') + +# The data will be located at ${your_data_path}/modelscope/hub/datasets/downloads/DPTech/Uni-Fold-Data/master/* +``` + +The downloaded dataset could be directly used by Uni-Fold for the training. + ### From-scratch Training Run the following command to train Uni-Fold Monomer/Multimer from-scratch: From 1fd074b21012638826cd85104d7ce8812059d79a Mon Sep 17 00:00:00 2001 From: Guolin Ke Date: Mon, 21 Nov 2022 13:54:29 +0800 Subject: [PATCH 75/92] refine cmd line for model names (#76) --- README.md | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 43e3e10..1f5d8aa 100644 --- a/README.md +++ b/README.md @@ -105,10 +105,11 @@ It contains 1 **monomer** and 1 **multimer** pretrained model parameters, whose ## Converting the AlphaFold and OpenFold parameters to Uni-Fold One can convert the pretrained AlphaFold and OpenFold parameters to Uni-Fold format via the following commands. ```bash +model_name=model_2_af2 # specify model name, e.g. model_2_af2, multimer_af2 python scripts/convert_alphafold_to_unifold.py \ /path/to/alphafold_params.npz \ # AlphaFold params *.npz file /path/to/unifold_format.pt \ # save checkpoint in Uni-Fold format - alphafold_model_name \ # specify model name, e.g. model_2_af2, multimer_af2 + $model_name ``` ```bash @@ -121,12 +122,13 @@ python scripts/convert_openfold_to_unifold.py \ After properly configurating the environment and databases, run the following command to predict the structure of the target fasta: ```bash +model_name=model_2_ft # specify model name, use `multimer_ft` for multimer prediction bash run_unifold.sh \ /path/to/the/input.fasta \ # target fasta file /path/to/the/output/directory/ \ # output directory /path/to/database/directory/ \ # directory of databases 2020-05-01 \ # use templates before this date - $model_name \ # specify model name, must be consistent with model parameters + $model_name \ /path/to/model_parameters.pt # model parameters ``` From 5c223a14a83e06dd5b97869ea4371dba05d40d08 Mon Sep 17 00:00:00 2001 From: Ziyao Li <36321246+ZiyaoLi@users.noreply.github.com> Date: Thu, 1 Dec 2022 14:26:29 +0800 Subject: [PATCH 76/92] move colab url from google drive to github release (#78) * fix wrong version * change from google drive to github release --- README.md | 4 ++-- notebooks/unifold.ipynb | 8 ++++---- 2 files changed, 6 insertions(+), 6 deletions(-) diff --git a/README.md b/README.md index 1f5d8aa..8dd7b0d 100644 --- a/README.md +++ b/README.md @@ -97,7 +97,7 @@ Make sure there is at least 3TB storage space for downloading (~500GB) and uncom Inferenece and finetuning with Uni-Fold requires pretrained model parameters. Use the following command to download the parameters: ```bash -wget https://github.com/dptech-corp/Uni-Fold/releases/download/v2.2.0/unifold_params_2022-08-01.tar.gz +wget https://github.com/dptech-corp/Uni-Fold/releases/download/v2.0.0/unifold_params_2022-08-01.tar.gz tar -zxf unifold_params_2022-08-01.tar.gz ``` It contains 1 **monomer** and 1 **multimer** pretrained model parameters, whose model name are `model_2_ft` and `multimer_ft` respectively. @@ -225,7 +225,7 @@ Besides the notices in the previous section, additionaly note that: To run UF-Symmetry, please first install the newest version of Uni-Fold, and download the parameters of UF-Symmetry: ```bash -wget https://github.com/dptech-corp/Uni-Fold/releases/download/v2.0.0/uf_symmetry_params_2022-09-06.tar.gz +wget https://github.com/dptech-corp/Uni-Fold/releases/download/v2.2.0/uf_symmetry_params_2022-09-06.tar.gz tar -zxf uf_symmetry_params_2022-09-06.tar.gz ``` diff --git a/notebooks/unifold.ipynb b/notebooks/unifold.ipynb index 2bcd80f..02f4ba8 100644 --- a/notebooks/unifold.ipynb +++ b/notebooks/unifold.ipynb @@ -101,17 +101,17 @@ "\n", "GIT_REPO='https://github.com/dptech-corp/Uni-Fold'\n", "UNICORE_URL='https://github.com/dptech-corp/Uni-Core/releases/download/0.0.1/unicore-0.0.1+cu113torch1.12.1-cp37-cp37m-linux_x86_64.whl'\n", - "PARAM_URL='https://drive.google.com/uc?id=1A9iXMYCwP0f_U0FgISJ_6BX7FXZtglvV'\n", - "UF_SYMM_PARAM_URL='https://drive.google.com/uc?id=1UNEGzmueQTxY05QIRweKHxOjr1ht-G_Q'\n", + "PARAM_URL='https://github.com/dptech-corp/Uni-Fold/releases/download/v2.0.0/unifold_params_2022-08-01.tar.gz'\n", + "UF_SYMM_PARAM_URL='https://github.com/dptech-corp/Uni-Fold/releases/download/v2.2.0/uf_symmetry_params_2022-09-06.tar.gz'\n", "\n", "if [ ! -f UNIFOLD_READY ]; then\n", " wget ${UNICORE_URL} \n", " pip3 -q install \"unicore-0.0.1+cu113torch1.12.1-cp37-cp37m-linux_x86_64.whl\"\n", " git clone -b main ${GIT_REPO}\n", " pip3 -q install ./Uni-Fold\n", - " gdown ${PARAM_URL}\n", + " wget ${PARAM_URL}\n", " tar -xzf \"unifold_params_2022-08-01.tar.gz\"\n", - " gdown ${UF_SYMM_PARAM_URL}\n", + " wget ${UF_SYMM_PARAM_URL}\n", " tar -xzf \"uf_symmetry_params_2022-09-06.tar.gz\"\n", "\n", " touch UNIFOLD_READY\n", From 856e8ea75920d3258a79cdb88a5ee80826b4e04c Mon Sep 17 00:00:00 2001 From: Ziyao Li <36321246+ZiyaoLi@users.noreply.github.com> Date: Thu, 1 Dec 2022 14:54:30 +0800 Subject: [PATCH 77/92] mv to py38 to satisfy colab (#79) * Update unifold.ipynb * Update unifold.ipynb * Update unifold.ipynb --- notebooks/unifold.ipynb | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/notebooks/unifold.ipynb b/notebooks/unifold.ipynb index 02f4ba8..deb87b1 100644 --- a/notebooks/unifold.ipynb +++ b/notebooks/unifold.ipynb @@ -100,13 +100,13 @@ "fi\n", "\n", "GIT_REPO='https://github.com/dptech-corp/Uni-Fold'\n", - "UNICORE_URL='https://github.com/dptech-corp/Uni-Core/releases/download/0.0.1/unicore-0.0.1+cu113torch1.12.1-cp37-cp37m-linux_x86_64.whl'\n", + "UNICORE_URL='https://github.com/dptech-corp/Uni-Core/releases/download/0.0.1/unicore-0.0.1+cu113torch1.12.1-cp38-cp38-linux_x86_64.whl'\n", "PARAM_URL='https://github.com/dptech-corp/Uni-Fold/releases/download/v2.0.0/unifold_params_2022-08-01.tar.gz'\n", "UF_SYMM_PARAM_URL='https://github.com/dptech-corp/Uni-Fold/releases/download/v2.2.0/uf_symmetry_params_2022-09-06.tar.gz'\n", "\n", "if [ ! -f UNIFOLD_READY ]; then\n", " wget ${UNICORE_URL} \n", - " pip3 -q install \"unicore-0.0.1+cu113torch1.12.1-cp37-cp37m-linux_x86_64.whl\"\n", + " pip3 -q install \"unicore-0.0.1+cu113torch1.12.1-cp38-cp38-linux_x86_64.whl\"\n", " git clone -b main ${GIT_REPO}\n", " pip3 -q install ./Uni-Fold\n", " wget ${PARAM_URL}\n", From 5b87b7eecc83656c71d0eb98252eb88189a037a8 Mon Sep 17 00:00:00 2001 From: Guolin Ke Date: Mon, 12 Dec 2022 16:03:28 +0800 Subject: [PATCH 78/92] add script for the evaluation (#82) --- scripts/eval_metrics.py | 218 ++++++++++++++++++++++++++++++++++++++++ 1 file changed, 218 insertions(+) create mode 100644 scripts/eval_metrics.py diff --git a/scripts/eval_metrics.py b/scripts/eval_metrics.py new file mode 100644 index 0000000..c85c8ba --- /dev/null +++ b/scripts/eval_metrics.py @@ -0,0 +1,218 @@ +from Bio.PDB.PDBParser import PDBParser +import numpy as np +from itertools import permutations + + +def kabsch_rotation(P, Q): + C = P.transpose(-1, -2) @ Q + V, _, W = np.linalg.svd(C) + d = (np.linalg.det(V) * np.linalg.det(W)) < 0.0 + if d: + V[:, -1] = -V[:, -1] + U = V @ W + return U + + +def get_optimal_transform(src_atoms, tgt_atoms): + src_center = src_atoms.mean(-2)[None, :] + tgt_center = tgt_atoms.mean(-2)[None, :] + r = kabsch_rotation(src_atoms - src_center, tgt_atoms - tgt_center) + x = tgt_center - src_center @ r + return r, x + + +def get_pdb(filename): + parser = PDBParser() + data = parser.get_structure("tmp", filename) + chains = [] + + for chain in data.get_chains(): + residues = {} + for res in chain.get_residues(): + res_id = res.get_id()[1] + d = {} + d["resname"] = res.resname + atoms = {} + for a in res.get_atoms(): + atoms[a.name] = a.get_coord() + d["atoms"] = atoms + residues[res_id] = d + chains.append(residues) + return chains + + +def recursive_perm(intervals, cur_idx=0): + if cur_idx >= len(intervals): + return [()] + ret = [] + for cur_perm in permutations(intervals[cur_idx]): + for right in recursive_perm(intervals, cur_idx + 1): + ret.append(cur_perm + right) + return ret + + +def generate_perm(entity): + intervals = [] + pre_eid = -1 + for i, eid in enumerate(entity): + if eid != pre_eid: + intervals.append([]) + intervals[-1].append(i) + pre_eid = eid + return recursive_perm(intervals) + + +def get_coords(gt, pred): + gt_coords = [] + pred_coords = [] + for i in range(len(gt)): + for r in gt[i]: + if gt[i][r]["resname"] == "UNK": + continue + assert r in pred[i] + if "CA" in gt[i][r]["atoms"] and "CA" in pred[i][r]["atoms"]: + gt_coords.append(gt[i][r]["atoms"]["CA"]) + pred_coords.append(pred[i][r]["atoms"]["CA"]) + if gt_coords and pred_coords: + gt_coords = np.stack(gt_coords) + pred_coords = np.stack(pred_coords) + return gt_coords, pred_coords + else: + return [], [] + + +def compute_rmsd(true_atom_pos, pred_atom_pos, eps: float = 1e-6): + sd = np.square(true_atom_pos - pred_atom_pos).sum(axis=-1) + msd = np.mean(sd) + return np.sqrt(msd + eps) + + +def compute_tm(true_atom_pos, pred_atom_pos, eps: float = 1e-6): + sd = np.square(true_atom_pos - pred_atom_pos).sum(axis=-1) + num_res = true_atom_pos.shape[0] + d0 = 1.24 * (num_res - 15) ** (1.0 / 3) - 1.8 + nsd = 1.0 / (1.0 + (sd) / (d0**2.0)) + return nsd.mean() + + +def compute_gdt(true_atom_pos, pred_atom_pos, eps: float = 1e-6): + d = np.sqrt(np.square(true_atom_pos - pred_atom_pos).sum(axis=-1)) + + def p(d, k): + return (d <= k).astype(np.float32).sum() / d.size + + p0_5 = p(d, 0.5) + p1 = p(d, 1) + p2 = p(d, 2) + p4 = p(d, 4) + p8 = p(d, 8) + return 0.25 * (p1 + p2 + p4 + p8), 0.25 * (p0_5 + p1 + p2 + p4) + + +def compute_lddt( + true_atom_pos, + pred_atom_pos, + cutoff: float = 15.0, + eps: float = 1e-10, +): + n = true_atom_pos.shape[-2] + dmat_true = np.sqrt( + eps + + np.sum( + (true_atom_pos[..., None, :] - true_atom_pos[..., None, :, :]) ** 2, + axis=-1, + ) + ) + + dmat_pred = np.sqrt( + eps + + np.sum( + (pred_atom_pos[..., None, :] - pred_atom_pos[..., None, :, :]) ** 2, + axis=-1, + ) + ) + dists_to_score = (dmat_true < cutoff).astype(np.float32) * (1.0 - np.eye(n)) + + dist_l1 = np.abs(dmat_true - dmat_pred) + + score = ( + (dist_l1 < 0.5).astype(np.float32) + + (dist_l1 < 1.0).astype(np.float32) + + (dist_l1 < 2.0).astype(np.float32) + + (dist_l1 < 4.0).astype(np.float32) + ) + score = score * 0.25 + + norm = 1.0 / (eps + np.sum(dists_to_score, axis=-1)) + score = norm * (eps + np.sum(dists_to_score * score, axis=-1)) + return score.mean() + + +def compute_monomer(gt_pdb, pred_pdb): + """ + Compute monomer metrics + : param gt_pdb: ground truth pdb file + : param pred_pdb: predicted pdb file + """ + gt = get_pdb(gt_pdb) + pred = get_pdb(pred_pdb) + gt_coords, pred_coords = get_coords(gt, pred) + r, x = get_optimal_transform(pred_coords, gt_coords) + pred_coords = pred_coords @ r + x + best_rmsd = compute_rmsd(gt_coords, pred_coords) + best_tm = compute_tm(gt_coords, pred_coords) + best_lddt = compute_lddt(gt_coords, pred_coords) + best_gdt_ts, best_gdt_ha = compute_gdt(gt_coords, pred_coords) + return { + "rmsd": float(best_rmsd), + "tm": float(best_tm), + "lddt": float(best_lddt), + "gdt_ts": float(best_gdt_ts), + "gdt_ha": float(best_gdt_ha), + } + + +def compute_multimer(gt_pdb, pred_pdb, entity, max_permutations=120): + """ + Compute multimer metrics + : param gt_pdb: ground truth pdb file + : param pred_pdb: predicted pdb file + : param entity: entity names for the chains in the multimer, e.g. for a 2-chain multimer A2, entity = ["A", "A"], + Permutaions is based on the entity names + : param max_permutations: maximum number of permutations to try + """ + gt = get_pdb(gt_pdb) + pred = get_pdb(pred_pdb) + best_rmsd = 1e10 + best_tm = 0 + best_lddt = 0 + best_gdt_ts = 0 + best_gdt_ha = 0 + perms = generate_perm(entity) + if len(perms) > max_permutations: + assert False, f"Too many permutations for {name}" + for indices in perms: + cur_pred = [] + for i in indices: + cur_pred.append(pred[i]) + gt_coords, pred_coords = get_coords(gt, cur_pred) + r, x = get_optimal_transform(pred_coords, gt_coords) + pred_coords = pred_coords @ r + x + cur_rmsd = compute_rmsd(gt_coords, pred_coords) + cur_tm = compute_tm(gt_coords, pred_coords) + cur_lddt = compute_lddt(gt_coords, pred_coords) + cur_gdt_ts, cur_gdt_ha = compute_gdt(gt_coords, pred_coords) + # use tm-score to select the best permutation + if best_tm < cur_tm: + best_tm = cur_tm + best_lddt = cur_lddt + best_rmsd = cur_rmsd + best_gdt_ts = cur_gdt_ts + best_gdt_ha = cur_gdt_ha + return { + "rmsd": float(best_rmsd), + "tm": float(best_tm), + "lddt": float(best_lddt), + "gdt_ts": float(best_gdt_ts), + "gdt_ha": float(best_gdt_ha), + } From ab4b89afefa40916d6b0443e890f1c9d85e17321 Mon Sep 17 00:00:00 2001 From: Jinhua Zhu <1462540095@qq.com> Date: Fri, 6 Jan 2023 15:35:20 +0800 Subject: [PATCH 79/92] add script for label extraction (#89) --- scripts/chain_label_from_mmcif.py | 123 ++++++++++++++++++++++++++++++ 1 file changed, 123 insertions(+) create mode 100644 scripts/chain_label_from_mmcif.py diff --git a/scripts/chain_label_from_mmcif.py b/scripts/chain_label_from_mmcif.py new file mode 100644 index 0000000..93a3d9d --- /dev/null +++ b/scripts/chain_label_from_mmcif.py @@ -0,0 +1,123 @@ +import os + +import glob +from Bio.PDB import protein_letters_3to1 +import json +from tqdm import tqdm +from multiprocessing import Pool +from unifold.msa.mmcif import parse +import argparse +import gzip +import numpy as np +from unifold.data.residue_constants import restype_order_with_x +from unifold.msa.templates import _get_atom_positions as get_atom_positions +import pickle + + +def mmcif_object_to_fasta(mmcif_object, auth_chain_id: str) -> str: + residues = mmcif_object.seqres_to_structure[auth_chain_id] + residue_names = [residues[t].name for t in range(len(residues))] + residue_letters = [ + protein_letters_3to1[n] if n in protein_letters_3to1.keys() else "X" + for n in residue_names + ] + # take care of cases where residue letters are of length 3 + # simply by replacing them as 'X' ('UNK') + filter_out_triple_letters = lambda x: x if len(x) == 1 else "X" + fasta_string = "".join([filter_out_triple_letters(n) for n in residue_letters]) + return fasta_string + + +def get_label(input_args): + mmcif_file, label_dir = input_args + pdb_id = os.path.basename(mmcif_file).split(".")[0] + with gzip.open(mmcif_file, "rb") as fn: + cif_string = fn.read().decode("utf8") + parsing_result = parse(file_id=pdb_id, mmcif_string=cif_string) + mmcif_obj = parsing_result.mmcif_object + + information = [] + if mmcif_obj is not None: + for chain_id in mmcif_obj.chain_to_seqres: + label_name = f"{pdb_id}_{chain_id}" + label_path = os.path.join(label_dir, f"{label_name}.label.pkl.gz") + try: + all_atom_positions, all_atom_mask = get_atom_positions( + mmcif_obj, chain_id, max_ca_ca_distance=float("inf") + ) + sequence = mmcif_object_to_fasta(mmcif_obj, chain_id) + aatype_idx = np.array( + [ + restype_order_with_x[rn] + if rn in restype_order_with_x + else restype_order_with_x["X"] + for rn in sequence + ] + ) + resolution = np.array([mmcif_obj.header["resolution"]]) + seq_len = aatype_idx.shape[0] + _, counts = np.unique(aatype_idx, return_counts=True) + freqs = counts.astype(np.float32) / seq_len + max_freq = np.max(freqs) + if resolution > 9 or max_freq > 0.8: + continue + + date = mmcif_obj.header["release_date"] + release_date = np.array([date]) + label = { + "aatype_index": aatype_idx.astype(np.int8), # [NR,] + "all_atom_positions": all_atom_positions.astype( + np.float32 + ), # [NR, 37, 3] + "all_atom_mask": all_atom_mask.astype(np.int8), # [NR, 37] + "resolution": resolution.astype(np.float32), # [1,] + "release_date": release_date, + } + pickle.dump(label, gzip.GzipFile(label_path, "wb"), protocol=4) + + except Exception as e: + information.append("{} {} error".format(label_name, str(e))) + else: + print(pdb_id, "Parse mmcif error") + return pdb_id, "Parse mmcif error" + + if len(information) > 0: + print(pdb_id, "\t".join(information)) + return pdb_id, "\t".join(information) + else: + return None + + +def main(): + parser = argparse.ArgumentParser() + parser.add_argument("--mmcif-dir", type=str, default="") + parser.add_argument("--label-dir", type=str, default="") + parser.add_argument("--output-fn", type=str, default="") + parser.add_argument("--debug", action="store_true", default=False) + args = parser.parse_args() + print(args) + + os.makedirs(args.label_dir, exist_ok=True) + os.makedirs(os.path.dirname(args.output_fn), exist_ok=True) + + mmcif_files = glob.glob(os.path.join(args.mmcif_dir, "*.cif.gz")) + file_cnt = len(mmcif_files) + print(f"len(mmcif_files): {len(mmcif_files)}") + + def input_files(): + for fn in mmcif_files: + yield fn, args.label_dir + + meta_dict = {} + with Pool(1 if args.debug else 64) as pool: + for ret in tqdm( + pool.imap(get_label, input_files(), chunksize=10), total=file_cnt + ): + if ret is not None: + meta_dict[ret[0]] = ret[1] + + json.dump(meta_dict, open(args.output_fn, "w"), indent=2) + + +if __name__ == "__main__": + main() From 413c78bab4e0f21b800b440e4ae4b09f9b236784 Mon Sep 17 00:00:00 2001 From: Jinhua Zhu <1462540095@qq.com> Date: Thu, 12 Jan 2023 21:54:00 +0800 Subject: [PATCH 80/92] fix type after model.float() (#92) --- unifold/model.py | 4 ++++ unifold/modules/alphafold.py | 5 +++++ 2 files changed, 9 insertions(+) diff --git a/unifold/model.py b/unifold/model.py index 71a3828..fcbc81a 100644 --- a/unifold/model.py +++ b/unifold/model.py @@ -37,6 +37,10 @@ def half(self): def bfloat16(self): self.model = self.model.bfloat16() return self + + def float(self): + self.model = self.model.float() + return self @classmethod def build_model(cls, args, task): diff --git a/unifold/modules/alphafold.py b/unifold/modules/alphafold.py index 02e4873..ce8229d 100644 --- a/unifold/modules/alphafold.py +++ b/unifold/modules/alphafold.py @@ -117,6 +117,11 @@ def bfloat16(self): self.__make_input_float__() self.dtype = torch.bfloat16 return self + + def float(self): + super().float() + self.dtype = torch.float + return self def alphafold_original_mode(self): def set_alphafold_original_mode(module): From b57e54af00fea22fe05ce8b99ce1109a38262325 Mon Sep 17 00:00:00 2001 From: Jinhua Zhu <1462540095@qq.com> Date: Wed, 15 Feb 2023 16:59:57 +0800 Subject: [PATCH 81/92] update get assembly from mmcif (#96) * update get assembly from mmcif * add comment --- scripts/get_assembly_from_mmcif.py | 127 ++++++++++++++++++++++------- 1 file changed, 96 insertions(+), 31 deletions(-) diff --git a/scripts/get_assembly_from_mmcif.py b/scripts/get_assembly_from_mmcif.py index b4077f2..136984b 100644 --- a/scripts/get_assembly_from_mmcif.py +++ b/scripts/get_assembly_from_mmcif.py @@ -6,6 +6,11 @@ from tqdm import tqdm from multiprocessing import Pool from unifold.msa.mmcif import parse +import argparse +import gzip +from Bio.PDB import protein_letters_3to1 +import numpy as np +from unifold.data.residue_constants import restype_order_with_x rot_keys = """_pdbx_struct_oper_list.matrix[1][1] _pdbx_struct_oper_list.matrix[1][2] @@ -57,11 +62,15 @@ def process_block_to_dict(content): else: last_val = [] for line in lines: + if line.startswith(";"): + continue t = shlex.split(line) last_val.extend(t) if len(last_val) == 2: ret[last_val[0]] = [last_val[1]] last_val = [] + if len(last_val) > 2: + last_val = [] if last_val: assert len(last_val) == 2 ret[last_val[0]] = [last_val[1]] @@ -69,7 +78,7 @@ def process_block_to_dict(content): def get_transform(data, idx): - idx = int(idx) - 1 + idx = data["_pdbx_struct_oper_list.id"].index(f"{idx}") rot = [] for key in rot_keys: rot.append(float(data[key][idx])) @@ -87,10 +96,23 @@ def get_transform(data, idx): return rot, trans +def mmcif_object_to_fasta(mmcif_object, auth_chain_id: str) -> str: + residues = mmcif_object.seqres_to_structure[auth_chain_id] + residue_names = [residues[t].name for t in range(len(residues))] + residue_letters = [ + protein_letters_3to1[n] if n in protein_letters_3to1.keys() else "X" for n in residue_names + ] + # take care of cases where residue letters are of length 3 + # simply by replacing them as 'X' ('UNK') + filter_out_triple_letters = lambda x: x if len(x) == 1 else "X" + fasta_string = "".join([filter_out_triple_letters(n) for n in residue_letters]) + return fasta_string + + def parse_assembly(mmcif_path): name = os.path.split(mmcif_path)[-1].split(".")[0] - with open(mmcif_path) as f: - mmcif_string = f.read() + with gzip.open(mmcif_path, "rb") as f: + mmcif_string = f.read().decode("utf8") mmcif_lines = mmcif_string.split("\n") parse_result = parse(file_id="", mmcif_string=mmcif_string) if "No protein chains found in this file." in parse_result.errors.values(): @@ -101,7 +123,33 @@ def parse_assembly(mmcif_path): return name, [], [], [], "parse error" mmcif_to_author_chain_id = mmcif_obj.mmcif_to_author_chain_id valid_chains = mmcif_obj.valid_chains.keys() - valid_chains = set(valid_chains) # valid chains is not auth_id + valid_chains_set = set(valid_chains) # valid chains is not auth_id + + resolution = np.array([mmcif_obj.header["resolution"]]) + if resolution > 9: + return name, [], [], [], "resolution" + + invalid_chains = [] + for chain_id in mmcif_obj.chain_to_seqres: + sequence = mmcif_object_to_fasta(mmcif_obj, chain_id) + aatype_idx = np.array( + [ + restype_order_with_x[rn] + if rn in restype_order_with_x + else restype_order_with_x["X"] + for rn in sequence + ] + ) + seq_len = aatype_idx.shape[0] + _, counts = np.unique(aatype_idx, return_counts=True) + freqs = counts.astype(np.float32) / seq_len + max_freq = np.max(freqs) + if max_freq > 0.8: + invalid_chains.append(chain_id) + valid_chains = [] + for chain_id in valid_chains_set: + if mmcif_to_author_chain_id[chain_id] not in invalid_chains: + valid_chains.append(chain_id) new_section = False is_loop = False cur_lines = [] @@ -116,7 +164,9 @@ def parse_assembly(mmcif_path): continue if line == "#": cur_str = "\n".join(cur_lines) - if "revision" in cur_str: + if "revision" in cur_str and ( + assembly is not None and assembly_gen is not None and oper is not None + ): continue if "_pdbx_struct_assembly.id" in cur_str: assembly = process_block_to_dict(cur_str) @@ -140,14 +190,12 @@ def parse_assembly(mmcif_path): chains = [] chains_ops = [] for i, j in enumerate(asym_id): - if j == "1": - sss = ( - op_idx[i] - .replace("(", "") - .replace(")", "") - .replace("'", "") - .replace('"', "") - ) + idxxxx = "1" + if name in ["6lb3"]: + # the first assembly consists of two polydeoxyribonucleotides + idxxxx = "2" + if j == idxxxx: + sss = op_idx[i].replace("(", "").replace(")", "").replace("'", "").replace('"', "") if "-" in sss: s, t = sss.split("-") indices = range(int(s), int(t) + 1) @@ -175,25 +223,41 @@ def parse_assembly(mmcif_path): return name, [], [], [], "index" -input_dir = sys.argv[1] -output_file = sys.argv[2] -input_files = glob.glob(input_dir + "*.cif") +def main(): + parser = argparse.ArgumentParser() + parser.add_argument("--input-dir", type=str, default="/you/mmcif") + parser.add_argument("--output-file", type=str, default="/you/mmcif_assembly3.json") + args = parser.parse_args() + print(args) + + input_dir = args.input_dir + output_file = args.output_file + + os.makedirs(os.path.dirname(output_file), exist_ok=True) -file_cnt = len(input_files) -meta_dict = {} -failed = [] -with Pool(64) as pool: - for ret in tqdm(pool.imap(parse_assembly, input_files), total=file_cnt): - name, all_chains, all_chains_label, all_chains_ops, error_type = ret - if all_chains: - meta_dict[name] = {} - meta_dict[name]["chains"] = all_chains - meta_dict[name]["chains_label"] = all_chains_label - meta_dict[name]["opers"] = all_chains_ops - else: - failed.append(name + " " + error_type) + input_files = glob.glob(os.path.join(input_dir, "*.cif.gz")) + + file_cnt = len(input_files) + print(f"len(input_files): {file_cnt}") + meta_dict = {} + failed = {} + + with Pool(80) as pool: + for ret in tqdm(pool.imap(parse_assembly, input_files, chunksize=10), total=file_cnt): + name, all_chains, all_chains_label, all_chains_ops, error_type = ret + if all_chains: + meta_dict[name] = {} + meta_dict[name]["chains"] = all_chains + meta_dict[name]["chains_label"] = all_chains_label + meta_dict[name]["opers"] = all_chains_ops + else: + # failed.append(name + " " + error_type) + failed[name] = error_type -json.dump(meta_dict, open(output_file, "w"), indent=2) + json.dump(meta_dict, open(output_file, "w"), indent=2) + # write_list_to_file(failed, "failed_mmcif.txt") + root = os.path.splitext(output_file)[0] + json.dump(failed, open(f"{root}.failed.json", "w"), indent=2) def write_list_to_file(a, file): @@ -202,4 +266,5 @@ def write_list_to_file(a, file): output.write(str(x) + "\n") -write_list_to_file(failed, "failed_mmcif.txt") +if __name__ == "__main__": + main() From 61edb370e1d6c76a1b95735348f36aca0ab101d7 Mon Sep 17 00:00:00 2001 From: Guolin Ke Date: Fri, 3 Mar 2023 11:45:27 +0800 Subject: [PATCH 82/92] add dataset download via Volcengine (#103) * add dataset download via Volcengine * rephrase --------- Co-authored-by: Ziyao Li <36321246+ZiyaoLi@users.noreply.github.com> --- README.md | 40 ++++++++++++++++++++++++++++++++++++---- 1 file changed, 36 insertions(+), 4 deletions(-) diff --git a/README.md b/README.md index 8dd7b0d..fd2616f 100644 --- a/README.md +++ b/README.md @@ -161,15 +161,19 @@ This command starts a training process on the [demo data](example_data) included ### Full training dataset download -The full training dataset used in Uni-Fold is hosted at [modelscope](https://modelscope.cn/datasets/DPTech/Uni-Fold-Data/summary). You can download it by the following instructions. +We thank [ModelScope](https://modelscope.cn/home) and [Volcengine](https://www.volcengine.com) for providing free hosts of the full training dataset. The downloaded dataset could be directly used to train Uni-Fold from-scratch. -First, install modelscope +#### Download from ModelScope + +Download the dataset from [modelscope](https://modelscope.cn/datasets/DPTech/Uni-Fold-Data/summary) following: + +1. install modelscope ```bash pip3 install https://databot-algo.oss-cn-zhangjiakou.aliyuncs.com/maas/modelscope-1.0.0-py3-none-any.whl ``` -Then, download the dataset in python +2. download the dataset with python ```python import os @@ -183,7 +187,35 @@ ds = MsDataset.load(dataset_name='Uni-Fold-Data', namespace='DPTech', split='tra # The data will be located at ${your_data_path}/modelscope/hub/datasets/downloads/DPTech/Uni-Fold-Data/master/* ``` -The downloaded dataset could be directly used by Uni-Fold for the training. +#### Download from Volcengine + +1. install rclone + +```bash +curl https://rclone.org/install.sh | sudo bash +``` + +2. get the config file path of rclone via +```bash +rclone config file +``` + +3. update the config file with the following content +```bash +[volces-tos] +type = s3 +provider = Other +region = cn-beijing +endpoint = https://tos-s3-cn-beijing.volces.com +force_path_style = false +disable_http2 = true +``` + +4. download the dataset +```bash +data_path = "your_data_path" +rclone sync volces-tos:bioos-hermite-beijing/unifold_data $data_path +``` ### From-scratch Training From cc2ede9d359eba2eccb7bcb12520b45c02804e28 Mon Sep 17 00:00:00 2001 From: Ziyao Li <36321246+ZiyaoLi@users.noreply.github.com> Date: Fri, 24 Mar 2023 13:23:50 +0800 Subject: [PATCH 83/92] Update unifold.ipynb (#109) --- notebooks/unifold.ipynb | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/notebooks/unifold.ipynb b/notebooks/unifold.ipynb index deb87b1..4fb88f5 100644 --- a/notebooks/unifold.ipynb +++ b/notebooks/unifold.ipynb @@ -100,13 +100,13 @@ "fi\n", "\n", "GIT_REPO='https://github.com/dptech-corp/Uni-Fold'\n", - "UNICORE_URL='https://github.com/dptech-corp/Uni-Core/releases/download/0.0.1/unicore-0.0.1+cu113torch1.12.1-cp38-cp38-linux_x86_64.whl'\n", + "UNICORE_URL='https://github.com/dptech-corp/Uni-Core/releases/download/0.0.2/unicore-0.0.1+cu116torch1.13.1-cp39-cp39-linux_x86_64.whl'\n", "PARAM_URL='https://github.com/dptech-corp/Uni-Fold/releases/download/v2.0.0/unifold_params_2022-08-01.tar.gz'\n", "UF_SYMM_PARAM_URL='https://github.com/dptech-corp/Uni-Fold/releases/download/v2.2.0/uf_symmetry_params_2022-09-06.tar.gz'\n", "\n", "if [ ! -f UNIFOLD_READY ]; then\n", " wget ${UNICORE_URL} \n", - " pip3 -q install \"unicore-0.0.1+cu113torch1.12.1-cp38-cp38-linux_x86_64.whl\"\n", + " pip3 -q install \"unicore-0.0.1+cu116torch1.13.1-cp39-cp39-linux_x86_64.whl\"\n", " git clone -b main ${GIT_REPO}\n", " pip3 -q install ./Uni-Fold\n", " wget ${PARAM_URL}\n", From cc7a51138e3970acc0efa01e3a3d0123b8ca1124 Mon Sep 17 00:00:00 2001 From: Ziyao Li <36321246+ZiyaoLi@users.noreply.github.com> Date: Tue, 11 Apr 2023 12:59:36 +0800 Subject: [PATCH 84/92] add symmetry utils to process input structures (#110) * add symmetry utils to process input structures * fix import --- unifold/symmetry/dataset.py | 2 +- unifold/symmetry/geometry_utils.py | 238 ------ unifold/symmetry/utils/__init__.py | 4 + unifold/symmetry/utils/asymmetric_unit.py | 470 ++++++++++++ unifold/symmetry/utils/au_span.py | 39 + unifold/symmetry/utils/geometry_utils.py | 843 ++++++++++++++++++++++ unifold/symmetry/utils/inertia.py | 58 ++ unifold/symmetry/utils/msym_utils.py | 251 +++++++ unifold/symmetry/utils/quaternion.py | 69 ++ 9 files changed, 1735 insertions(+), 239 deletions(-) delete mode 100644 unifold/symmetry/geometry_utils.py create mode 100644 unifold/symmetry/utils/__init__.py create mode 100644 unifold/symmetry/utils/asymmetric_unit.py create mode 100644 unifold/symmetry/utils/au_span.py create mode 100644 unifold/symmetry/utils/geometry_utils.py create mode 100644 unifold/symmetry/utils/inertia.py create mode 100644 unifold/symmetry/utils/msym_utils.py create mode 100644 unifold/symmetry/utils/quaternion.py diff --git a/unifold/symmetry/dataset.py b/unifold/symmetry/dataset.py index defa095..51052d4 100644 --- a/unifold/symmetry/dataset.py +++ b/unifold/symmetry/dataset.py @@ -2,7 +2,7 @@ import ml_collections as mlc from typing import * -from unifold.symmetry.geometry_utils import get_transform +from .utils import get_transform from ..dataset import load_and_process import torch diff --git a/unifold/symmetry/geometry_utils.py b/unifold/symmetry/geometry_utils.py deleted file mode 100644 index 4977bef..0000000 --- a/unifold/symmetry/geometry_utils.py +++ /dev/null @@ -1,238 +0,0 @@ -import numpy as np -from typing import List, Tuple, Sequence, Optional - - -def get_rotation_from_axis_theta(axis: Sequence[float], theta: float) -> np.ndarray: - """ - Calculates a rotation matrix given an axis and angle. - - Parameters - ---------- - axis : sequence of float - The rotation axis. - theta : float - The rotation angle. - - Returns - ------- - rot_mat : np.ndarray - The rotation matrix. - """ - assert len(axis) == 3 - k_x, k_y, k_z = axis - c, s = np.cos(theta), np.sin(theta) - r_00 = c + (k_x ** 2) * (1 - c) - r_11 = c + (k_y ** 2) * (1 - c) - r_22 = c + (k_z ** 2) * (1 - c) - r_01 = -s * k_z + (1 - c) * k_x * k_y - r_10 = s * k_z + (1 - c) * k_x * k_y - r_20 = -s * k_y + (1 - c) * k_x * k_z - r_02 = s * k_y + (1 - c) * k_x * k_z - r_12 = -s * k_x + (1 - c) * k_y * k_z - r_21 = s * k_x + (1 - c) * k_y * k_z - return np.array([ - [r_00, r_01, r_02], - [r_10, r_11, r_12], - [r_20, r_21, r_22], - ], dtype=np.float64) - - -STANDARD_AXES_C = np.array([ - [0, 0, 1], -], dtype=np.float64) - -STANDARD_AXES_D = np.array([ - [0, 0, 1], - [0, 1, 0], -], dtype=np.float64) - -NUM_SYM_T = [3, 2, 2] -STANDARD_AXES_T = np.array([ - [1 / np.sqrt(3), 1 / np.sqrt(3), 1 / np.sqrt(3)], - [0, 1, 0], - [1, 0, 0], -], dtype=np.float64) - -NUM_SYM_O = [3, 4, 2] -STANDARD_AXES_O = np.array([ - [1 / np.sqrt(3), 1 / np.sqrt(3), 1 / np.sqrt(3)], - [0, 0, 1], - [1, 0, 0], -], dtype=np.float64) - -NUM_SYM_I = [3, 5, 2, 2] -STANDARD_AXES_I = np.array([ - [0, -1 / np.sqrt(3), np.sqrt(2) / np.sqrt(3)], - [0, 0, 1], - [1 / 3, -2 * np.sqrt(2) / 3, 0], - [0, -np.sqrt(2) / np.sqrt(3), 1 / np.sqrt(3)], -], dtype=np.float64) - - -def get_standard_syms_axes(symmetry: str) -> Tuple[List[int], np.ndarray]: - """ - Get the information of spin axes of a symmetry type, including the axis vectors and their cyclic numbers. - - Parameters - ---------- - symmetry : str - Symmetry type. - - Returns - ------- - list_num_sym : List of int - The axes' cyclic numbers. - standard_axes: np.ndarray - The spin axes (normalized). - """ - if symmetry.startswith('C'): - list_num_sym = [int(symmetry[1:])] - standard_axes = STANDARD_AXES_C - elif symmetry.startswith('D'): - list_num_sym = [int(symmetry[1:]), 2] - standard_axes = STANDARD_AXES_D - elif symmetry == 'T': - list_num_sym = NUM_SYM_T - standard_axes = STANDARD_AXES_T - elif symmetry == 'O': - list_num_sym = NUM_SYM_O - standard_axes = STANDARD_AXES_O - elif symmetry == 'I': - list_num_sym = NUM_SYM_I - standard_axes = STANDARD_AXES_I - else: - assert False, f'{symmetry}' - return list_num_sym, standard_axes - - -def get_num_AU(symmetry: Optional[str]): - """ - The get_num_AU function takes a string as input and returns the number of - asymmetric units in that symmetry group. - - Parameters - ---------- - symmetry : str, optional - Symmetry type. - - Returns - ------- - num_AU : int - Number of asymmetric units. - """ - if symmetry is None: - return 1 - elif symmetry.startswith('C'): - return int(symmetry[1:]) - elif symmetry.startswith('D'): - return int(symmetry[1:]) * 2 - elif symmetry == 'T': - return 12 - elif symmetry == 'O': - return 24 - elif symmetry == 'I': - return 60 - elif symmetry == 'H': - raise NotImplementedError("helical structures not supported currently.") - else: - raise ValueError(f"unknown symmetry type {symmetry}") - - -def rotation_z(theta): - ca = np.cos(theta) - sa = np.sin(theta) - ret = np.array([[ ca, -sa, 0., 0.], - [ sa, ca, 0., 0.], - [ 0., 0., 1., 0.], - [ 0., 0., 0., 1.]]) - ret[np.abs(ret) < 1e-10] = 0 - return ret - - -def get_transform_C(grpnum): - interval = 2 * np.pi / grpnum - ret = np.stack([rotation_z(theta).astype(float) for theta in np.arange(0, 2 * np.pi, step=interval)]) - return ret - - -def get_transform_D(grpnum): - assert grpnum % 2 == 0 - c_transform = get_transform_C(grpnum // 2) - rot_y = np.array([[-1., 0., 0., 0.], - [ 0., 1., 0., 0.], - [ 0., 0., -1., 0.], - [ 0., 0., 0., 1.]]) - ret = np.concatenate([c_transform, c_transform @ rot_y], axis=0) - return ret - - -def combine_rigid_groups(rigid_groups: List[List[np.ndarray]]) -> np.ndarray: - list_rigid = [np.eye(4, dtype=np.float64)] - for rigid_group in rigid_groups: - temp_list_rigid = [] - for r1 in list_rigid: - for r2 in rigid_group: - temp_list_rigid.append(r2 @ r1) - list_rigid = temp_list_rigid - return np.stack(list_rigid) - - -def get_transform_TOI(symmetry: str) -> np.ndarray: - list_num_sym, standard_axes = get_standard_syms_axes(symmetry) - n = len(list_num_sym) - rigid_groups = [] - for i in range(n): - num_sym, axis = list_num_sym[i], standard_axes[i, :] - angles = [j * 2 * np.pi / num_sym for j in range(num_sym)] - rigid_group = [] - for angle in angles: - rigid = np.eye(4, dtype=np.float64) - rigid[:3, :3] = get_rotation_from_axis_theta(axis, angle) - rigid_group.append(rigid) - rigid_groups.append(rigid_group) - if symmetry == 'I': - xs = [0, 3, 2, 1] - rigid_groups = [rigid_groups[i] for i in xs] - return combine_rigid_groups(rigid_groups) - - -TRANSFORM_T = get_transform_TOI('T') -TRANSFORM_O = get_transform_TOI('O') -TRANSFORM_I = get_transform_TOI('I') -assert TRANSFORM_T.shape[0] == 12 -assert TRANSFORM_O.shape[0] == 24 -assert TRANSFORM_I.shape[0] == 60 - - -def get_transform(symmetry: str) -> np.ndarray: - """ - Get symmetry operators of the given symmetry. - - Parameters - ---------- - symmetry : str - Symmetry type. - - Returns - ------- - sym_opers: np.ndarray - (N * 4 * 4) Symmetry operators. - """ - if symmetry is None: - ret = get_transform_C(1) - elif symmetry.startswith('C'): - ret = get_transform_C(get_num_AU(symmetry)) - elif symmetry.startswith('D'): - ret = get_transform_D(get_num_AU(symmetry)) - elif symmetry == 'T': - ret = TRANSFORM_T - elif symmetry == 'O': - ret = TRANSFORM_O - elif symmetry == 'I': - ret = TRANSFORM_I - elif symmetry == 'H': - raise NotImplementedError("helical structures not supported currently.") - else: - raise ValueError(f"unknown symmetry type {symmetry}") - return ret - diff --git a/unifold/symmetry/utils/__init__.py b/unifold/symmetry/utils/__init__.py new file mode 100644 index 0000000..e1c55a5 --- /dev/null +++ b/unifold/symmetry/utils/__init__.py @@ -0,0 +1,4 @@ +"""Maintained by swyang@pku.edu.cn/""" + +from .asymmetric_unit import get_au_axes, get_normalized_au, get_subgroups +from .geometry_utils import get_num_AU, get_transform diff --git a/unifold/symmetry/utils/asymmetric_unit.py b/unifold/symmetry/utils/asymmetric_unit.py new file mode 100644 index 0000000..0875d91 --- /dev/null +++ b/unifold/symmetry/utils/asymmetric_unit.py @@ -0,0 +1,470 @@ +from typing import Dict, List, Tuple, Any, Union, Sequence, Optional +import numpy as np +from .geometry_utils import MaskNotEnoughError, PairingFailError, RotatingFailError, LabelType +from .geometry_utils import get_standard_syms_axes, get_transform, au_with_axes +from .quaternion import quaternion_rotate +from .au_span import span_au, get_pair_distance_set_dict +from .msym_utils import au_with_axes_msym +from .inertia import inertia_gap, best_inertia_gap_id, get_ref_idx +from itertools import groupby +from functools import reduce + + +def masked_mean_pos( + pos: np.ndarray, + mask: np.ndarray, + strict: bool = True, + axis: Union[int, Tuple] = -2): + ''' + pos: [*, 3] + mask: [*] + strict: if true, raise when all is masked. + axis: the axis to be avg (on pos) + ''' + mask = np.expand_dims(mask, -1) + if np.any(mask): + return np.sum(pos * mask, axis=axis) / np.sum(mask, axis=axis) + elif strict: + raise ValueError("inputs are empty") + else: # return 0 + return np.sum(pos * mask, axis=axis) + + +def norm_vec(xs): + """ + get the norm vec n [3] of points xs [N, 3], presumed that 0 is on n. + see weijie's proof of norm vecs of points. + """ + _, vec = np.linalg.eig(xs.T @ xs) + n = vec[:, 0] + if n[-1] < 0: + n *= -1 # n points to z+ + return n + + +def rodrigues(a, b, eps=1e-6, normalized: bool = False): + """ + a, b shape [3] + return r 3x3 s.t. r @ a == b + """ + if not normalized: + a /= np.linalg.norm(a, 2) + b /= np.linalg.norm(b, 2) + v = np.cross(a, b) + s = np.linalg.norm(v, 2) + c = np.dot(a, b) + if np.abs(1. + c) < eps: # cosa = -1, i.e. a, b opposite + return -np.eye(3) + vx = np.array( + [[0, -v[2], v[1]], + [v[2], 0, -v[0]], + [-v[1], v[0], 0]] + ) + r = np.eye(3) + vx + (1. / (1. + c)) * vx @ vx + # assert np.all(r @ a - b < eps) + return r + + +def get_centers(labels: List[LabelType], entity_all_atom_mask=None, removal=True + ) -> List[np.ndarray]: + """ + Get unit centers. + + Parameters + ---------- + labels : sequence of LabelType + Structure units. + entity_all_atom_mask : dict of str / ndarray + Intersected 'all_atom_mask' for each 'entity_id'. + removal : bool + If to remove 'temp_all_atom_mask' key after processing. + + Returns + ------- + label_centers : List of np.ndarray + Unit centers. + """ + if entity_all_atom_mask is None: + assert False + # entity_all_atom_mask = get_entity_all_atom_mask(labels) + for label in labels: + label["temp_all_atom_mask"] = entity_all_atom_mask[label['entity_id'][0]] + + ca_idx = 1 # rc.atom_order["CA"] + label_centers = [] + for label in labels: + ca_pos = label['all_atom_positions'][..., ca_idx, :] + ca_mask = (label['temp_all_atom_mask'][..., ca_idx]) + label_centers.append(masked_mean_pos(ca_pos, ca_mask, strict=True)) + if removal: + label.pop("temp_all_atom_mask") + return label_centers + + +def get_entity_all_atom_mask(labels: List[LabelType]) -> Dict[str, Any]: + """ + Get intersected 'all_atom_mask' for all units with the same 'entity_id'. + + Parameters + ---------- + labels : sequence of LabelType + Structure units. + + Returns + ------- + entity_all_atom_mask: Dict of str / np.ndarray + Intersected 'all_atom_mask' for each 'entity_id'. + """ + entity_group_labels = groupby(labels, key=lambda x: x['entity_id'][0]) + entity_all_atom_mask = {} + for entity_id, ls in entity_group_labels: + entity_all_atom_mask[entity_id] = reduce(lambda x, y: x * y, map(lambda x: x["all_atom_mask"], ls)) + return entity_all_atom_mask + + +def normalize_update_labels(labels: List[LabelType], use_inertia=False, debug=False): + """ + 1) Unifying atom masks of units. + 2) Decentralize units. + 3) Get the formats of units, including their position (for translation) and orientation (for rotation). + + Parameters + ---------- + labels : sequence of LabelType + Structure units. + use_inertia : bool + If to use unit's inertia as format, not recommended. + debug : bool + If to print debug info. + """ + ca_idx = 1 # rc.atom_order["CA"] + # step 1: find the intersection of labels' atom masks + entity_all_atom_mask = get_entity_all_atom_mask(labels) + for label in labels: + label["temp_all_atom_mask"] = entity_all_atom_mask[label['entity_id'][0]] + entity_aai = {k: np.argwhere(aam[:, ca_idx] > 0.5)[:, 0] for k, aam in entity_all_atom_mask.items()} + + # step 2: decentralize + centers = [] + for i, label in enumerate(labels): + xs = label["all_atom_positions"] + aai = entity_aai[label['entity_id'][0]] + if len(aai) < 3: + raise MaskNotEnoughError("all_atom_mask less than 2") + xs = np.stack([xs[i, ca_idx, :] for i in aai]) + center = np.mean(xs, axis=0) + centers.append(center) + + all_center = sum(centers) / len(centers) + for label in labels: + label["all_atom_positions"] -= all_center + + # step 3: get the format of each unit + if use_inertia: + # use inertia + list_inertia_gaps = [] + for i, label in enumerate(labels): + xs = label["all_atom_positions"] + aai = np.argwhere(label['temp_all_atom_mask'] > 0.5) + if aai.shape[0] < 5: + raise PairingFailError + list_ref_vec = [ + xs[aai[-1][0], aai[-1][1]] - xs[aai[0][0], aai[0][1]], + xs[aai[-int(aai.shape[0] / 2)][0], aai[-int(aai.shape[0] / 2)][1]] - xs[aai[0][0], aai[0][1]], + xs[aai[-4][0], aai[-4][1]] - xs[aai[0][0], aai[0][1]], + ] + xs = np.stack([xs[i, j, :] for i, j in aai]) + center = np.mean(xs, axis=0) + xs -= center + _, inertia = np.linalg.eig(xs.T @ xs) + list_inertia_gaps.append(inertia_gap(inertia, list_ref_vec)) + label['format'] = np.zeros(shape=[3, 4], dtype=np.float64) + label['format'][:, 0] = center + + inertia_id = best_inertia_gap_id(list_inertia_gaps) + + for i, label in enumerate(labels): + label['format'][:, 1:] = list_inertia_gaps[i][0][inertia_id] + else: + # use reference vectors + entity_ref_cos = {} + main_ref_vecs, list_ref_vecs = [], [] + for i, label in enumerate(labels): + xs = label["all_atom_positions"] + aai = entity_aai[label['entity_id'][0]] + main_ref_vec = xs[aai[-1], ca_idx, :] - xs[aai[0], ca_idx, :] + list_ref_vec = [xs[aai[v], ca_idx, :] - xs[aai[u], ca_idx, :] for u, v in get_ref_idx(len(aai))] + main_ref_vecs.append(main_ref_vec) + list_ref_vecs.append(list_ref_vec) + entity_ref_cos.setdefault(label['entity_id'][0], []).append([ + np.abs(np.dot(main_ref_vec, ref_vec)) / (np.linalg.norm(ref_vec) * np.linalg.norm(main_ref_vec)) + for ref_vec in list_ref_vec]) + xs = np.stack([xs[i, ca_idx, :] for i in aai]) + center = np.mean(xs, axis=0) + xs -= center + label['format'] = np.zeros(shape=[3, 4], dtype=np.float64) + label['format'][:, 0] = center # position + + # find the reference vector with the biggest intersection angle with main_ref_vec + entity_ref_id = {} + for k, ref_cos in entity_ref_cos.items(): + ref_cos = np.array(ref_cos) + entity_ref_id[k] = np.argmin(np.max(ref_cos, axis=0)) + + for i, label in enumerate(labels): + main_ref_vec, ref_vec = main_ref_vecs[i], list_ref_vecs[i][entity_ref_id[label['entity_id'][0]]] + f1 = main_ref_vec / np.linalg.norm(main_ref_vec) + f2_ = np.cross(main_ref_vec, ref_vec) # f2 ⊥ f1 + f2 = f2_ / np.linalg.norm(f2_) + f3 = np.cross(f1, f2) # f3 ⊥ f1 and f3 ⊥ f2 + label['format'][:, 1], label['format'][:, 2], label['format'][:, 3] = f1, f2, f3 # orientation + + +def restore_labels(labels: List[LabelType]): + """ + Remove useless keys. + + Parameters + ---------- + labels : sequence of LabelType + Structure units. + """ + for label in labels: + if "temp_all_atom_mask" in label.keys(): + label.pop("temp_all_atom_mask") + if "format" in label.keys(): + label.pop("format") + + +def get_au_axes(labels: List[LabelType], symmetry: str, use_msym=False, debug=False + ) -> Tuple[List[LabelType], Optional[np.ndarray]]: + """ + Get the asymmetric units and the orientation with given symmetry type. + + Parameters + ---------- + labels : sequence of LabelType + Structure units. + symmetry : str + Symmetry type. + use_msym : bool + If to use libmsym toolkit. + debug : bool + If to print debug info. + + Returns + ------- + au_labels : List of LabelType + The asymmetric units. + axes : np.ndarray, optional + Spin axes, representing the orientation of units, None for C1. + """ + if symmetry == 'C1': + return labels, None + + if use_msym: + au_labels, axes = au_with_axes_msym( + labels, symmetry, get_centers(labels, get_entity_all_atom_mask(labels), removal=True), debug=debug) + else: + au_labels, axes = au_with_axes(labels, symmetry, debug=debug) + + axes = np.stack(axes) + return au_labels, axes + + +def translate_rotate_labels(labels: List[LabelType], axes: Optional[np.ndarray], symmetry: str, debug=False): + """ + Rotate the units to match the standard orientation. + + Parameters + ---------- + labels : sequence of LabelType + Structure units. + axes : array-like, optional + Spin axes, representing the original orientation of units, None for C1. + symmetry : str + Symmetry type. + debug : bool + If to print debug info. + """ + if symmetry.startswith('C'): + if axes is not None: + axis = axes[0, :] + rot_mat = rodrigues(axis / np.linalg.norm(axis), np.array([0., 0., 1.])) + for label in labels: + label["all_atom_positions"] = label["all_atom_positions"] @ rot_mat.T + return + + assert axes is not None + _, standard_axes = get_standard_syms_axes(symmetry) + rot_mat = quaternion_rotate(axes, standard_axes) + for label in labels: + label["all_atom_positions"] = label["all_atom_positions"] @ rot_mat + + +def score_au_symmetry_match(all_labels: List[LabelType], au_labels: List[LabelType], symm_op: np.ndarray, + thresholds: Sequence[int] = (3, 5, 8, 13, 21)) -> Tuple[float, List[float]]: + """ + Try to recover the structure by spanning asymmetric units with symmetric operators, and calculate a score. + Higher score indicates lower discrepancy between spanned units and original structure units. + + Parameters + ---------- + all_labels : sequence of LabelType + Structure units. + au_labels : sequence of LabelType + The asymmetric units. + symm_op : array-like + Symmetric operators. + thresholds : sequence of float + Thresholds of distance discrepancy. + + Returns + ------- + score : float + Rotation score. + scores : List of float + Rotation scores with different thresholds. + """ + if len(all_labels) == 1: + return 1., [1. for _ in thresholds] + entity_all_atom_mask = get_entity_all_atom_mask(all_labels) + spanned_labels = span_au(au_labels, symm_op) + spanned_centers = get_centers(spanned_labels, entity_all_atom_mask, removal=False) + all_centers = get_centers(all_labels, entity_all_atom_mask, removal=False) + src_dis = get_pair_distance_set_dict(spanned_labels, spanned_centers) + tgt_dis = get_pair_distance_set_dict(all_labels, all_centers) + delta_dis = np.concatenate([np.abs(np.array(src_dis[k]) - np.array(tgt_dis[k])) for k in src_dis.keys()]) + hierarchy_passed_points = [delta_dis < i for i in thresholds] + scores = [np.sum(passed_points) / len(passed_points) for passed_points in hierarchy_passed_points] + score = sum(scores) / len(scores) + return score, scores + + +def get_normalized_au(labels: List[LabelType], symmetry: Optional[str], + accept_score=0.6, rotate_fail_tolerate=True, debug=False + ) -> Tuple[List[LabelType], Dict[str, Any]]: + """ + Get the asymmetric units, which are translated and rotated to reference positions for later recovery. + Recommended setting: + - Set 'accept_score' to a relatively large number (0.6~0.8) to instantly accept AUs with good span recovery. + - Set 'rotate_fail_tolerate=True' to allow to return AU with unsatisfying span recovery, + and let users decide whether to use AU or to regard them as 'C1' symmetry with 'score' in 'ret_dict'. + + Parameters + ---------- + labels : sequence of LabelType + Structure units. + symmetry : str, optional + Symmetry type. + accept_score : float + Accept rotation score. + rotate_fail_tolerate : bool + If Ture, suppress RotatingFailError. + debug : bool + If to print debug info. + + Returns + ------- + au_labels : list of unit + The asymmetric units + ret_dict : dict + The return info, including following keys: + 'handle_symmetry': (str) The symmetry type finally decided to use to handle the units. C1 if failed. + 'error_string': (str, optional key) Error info. + 'score': (float) The rotation score of output asymmetric units. We have score < 0 if failed. + """ + if symmetry is None: + symmetry = "C1" + # initialize temporary all_atom_mask + random_state = np.random.get_state() + np.random.seed(1) + + # group labels + au_labels, handle_symmetry, score = [lb for lb in labels], symmetry, -1.0 + + def switch_symmetry(use_msym=False): + nonlocal au_labels, handle_symmetry + au_labels, axes = get_au_axes(labels, symmetry, use_msym, debug) + handle_symmetry = symmetry + translate_rotate_labels(labels, axes, symmetry, debug) + + def fail_process(): + # decide to use C1 instead + nonlocal au_labels, handle_symmetry, score + au_labels, axes_ = get_au_axes(labels, 'C1', debug) + handle_symmetry = 'C1' + translate_rotate_labels(labels, axes_, 'C1', debug) + ret_dict['error_string'] = str(ex) + score = -1.0 + + ret_dict = {} + try: + normalize_update_labels(labels, debug=debug) + switch_symmetry() + score, _ = score_au_symmetry_match(labels, au_labels, symm_op=get_transform(symmetry)) + if score < accept_score: + raise RotatingFailError(f'Too low rotation score: {score} < {accept_score}') + except MaskNotEnoughError as ex: + fail_process() + except PairingFailError: + try: + switch_symmetry(use_msym=True) + score, _ = score_au_symmetry_match(labels, au_labels, symm_op=get_transform(symmetry)) + if score < accept_score: + raise RotatingFailError(f'Too low rotation score: {score} < {accept_score}') + except PairingFailError as ex: + fail_process() + except RotatingFailError as ex: + if rotate_fail_tolerate: + pass + else: + fail_process() + except RotatingFailError as ex: + try: + former_au_labels, former_handle_symmetry, former_score = au_labels, handle_symmetry, score + switch_symmetry(use_msym=True) + score, _ = score_au_symmetry_match(labels, au_labels, symm_op=get_transform(symmetry)) + if score < former_score: + au_labels, handle_symmetry, score = former_au_labels, former_handle_symmetry, former_score + if score < accept_score: + raise RotatingFailError(f'Too low rotation score: {score} < {accept_score}') + except PairingFailError as ex: + if rotate_fail_tolerate: + pass + else: + fail_process() + except RotatingFailError as ex: + if rotate_fail_tolerate: + pass + else: + fail_process() + ret_dict['handle_symmetry'] = handle_symmetry + ret_dict['score'] = score + + restore_labels(labels) + np.random.set_state(random_state) + return au_labels, ret_dict + + +def get_factors(i): + # slow yet effective + return tuple(f for f in range(1, i // 2 + 1) if i % f == 0) + + +def get_subgroups(symmetry): + if symmetry == "I": + return ("D5", "D3", "D2", "C5", "C3", "C2", "C1") + elif symmetry == "O": + return ("D4", "D3", "D2", "C4", "C3", "C2", "C1") + elif symmetry == "T": + return ("C3", "C2", "C1") + elif symmetry == "C1": + return () + elif symmetry[0] == "C": + return tuple(f"C{t}" for t in get_factors(int(symmetry[1:]))) + elif symmetry[0] == "D": + return tuple(f"D{t}" for t in get_factors(int(symmetry[1:]))[1:]) + tuple( + f"C{t}" for t in get_factors(int(symmetry[1:]))) + else: + raise NotImplementedError(f"{symmetry} unsupported.") diff --git a/unifold/symmetry/utils/au_span.py b/unifold/symmetry/utils/au_span.py new file mode 100644 index 0000000..67a7716 --- /dev/null +++ b/unifold/symmetry/utils/au_span.py @@ -0,0 +1,39 @@ +import numpy as np +from copy import deepcopy +from typing import List, Dict, Sequence, Tuple + +from .geometry_utils import calc_distance_map, LabelType + + +def span_au(au_labels: List[LabelType], symmetry_opers: np.ndarray): + """ + span asymmetric units with symmetry operators + """ + spanned_labels = [] + num_asym = len(au_labels) + for i, op in enumerate(symmetry_opers): + this_au_labels = deepcopy(au_labels) + for l in this_au_labels: + l["all_atom_positions"] = l["all_atom_positions"] @ op[:3, :3].T + l["asym_id"] = (l["asym_id"][0] + num_asym * i), + spanned_labels.extend(this_au_labels) + return spanned_labels + + +def get_pair_distance_set_dict(labels: List[LabelType], centers: List[np.ndarray]) -> Dict[str, Sequence]: + """ + unit-pair distance set is SE(3)-invariant and index-insensitive + """ + n = len(labels) + assert n > 1 + labels = sorted(labels, key=lambda x: x['entity_id'][0]) + vectors = np.stack(centers) + center_distance_matrix = calc_distance_map(vectors) + pair_distance_set_dict = {} + for i in range(n): + for j in range(i + 1, n): + key = f"{labels[i]['entity_id'][0]}-@-{labels[j]['entity_id'][0]}" + pair_distance_set_dict.setdefault(key, []).append(center_distance_matrix[i, j]) + for k, v in pair_distance_set_dict.items(): + pair_distance_set_dict[k] = sorted(v) + return pair_distance_set_dict diff --git a/unifold/symmetry/utils/geometry_utils.py b/unifold/symmetry/utils/geometry_utils.py new file mode 100644 index 0000000..78d9c4a --- /dev/null +++ b/unifold/symmetry/utils/geometry_utils.py @@ -0,0 +1,843 @@ +import numpy as np +from typing import List, Tuple, Dict, Sequence, Optional, MutableMapping, Any + +ANGLE_EPS = 0.05 * np.pi + +LabelType = MutableMapping[str, Any] +FormatType = np.ndarray + +class MaskNotEnoughError(Exception): + def __init__(self, *args, **kwargs): + super(MaskNotEnoughError, self).__init__(*args, **kwargs) + + +class PairingFailError(Exception): + def __init__(self, *args, **kwargs): + super(PairingFailError, self).__init__(*args, **kwargs) + + +class RotatingFailError(Exception): + def __init__(self, *args, **kwargs): + super(RotatingFailError, self).__init__(*args, **kwargs) + + +def kabsch_rot_mat(p: np.ndarray, q: np.ndarray): + """ + Using the Kabsch algorithm with two sets of paired point P and Q, centered + around the centroid. Each vector set is represented as an NxD + matrix, where D is the dimension of the space. + The algorithm works in three steps: + - a centroid translation of P and Q (assumed done before this function + call) + - the computation of a covariance matrix C + - computation of the optimal rotation matrix U + For more info see http://en.wikipedia.org/wiki/Kabsch_algorithm + + Parameters + ---------- + p : array + (N,D) matrix, where N is points and D is dimension. + q : array + (N,D) matrix, where N is points and D is dimension. + + Returns + ------- + u : matrix + Rotation matrix (D,D) + """ + assert p.shape[0] == q.shape[0] + assert p.shape[1] == q.shape[1] == 3 + + # Computation of the covariance matrix + c = np.dot(np.transpose(p), q) + + # Computation of the optimal rotation matrix + # This can be done using singular value decomposition (SVD) + # Getting the sign of the det(V)*(W) to decide + # whether we need to correct our rotation matrix to ensure a + # right-handed coordinate system. + # And finally calculating the optimal rotation matrix U + # see http://en.wikipedia.org/wiki/Kabsch_algorithm + c = np.array(c, dtype=np.float32) + v, s, w = np.linalg.svd(c) + d = (np.linalg.det(v) * np.linalg.det(w)) < 0.0 + # d = np.linalg.det(c) < 0.0 + + if d: + s[-1] = -s[-1] + v[:, -1] = -v[:, -1] + + # Create Rotation matrix U + u = np.dot(v, w) + + return u + + +def get_rotation_from_axis_theta(axis: Sequence[float], theta: float) -> np.ndarray: + """ + Calculates a rotation matrix given an axis and angle. + + Parameters + ---------- + axis : sequence of float + The rotation axis. + theta : float + The rotation angle. + + Returns + ------- + rot_mat : np.ndarray + The rotation matrix. + """ + assert len(axis) == 3 + k_x, k_y, k_z = axis + c, s = np.cos(theta), np.sin(theta) + r_00 = c + (k_x ** 2) * (1 - c) + r_11 = c + (k_y ** 2) * (1 - c) + r_22 = c + (k_z ** 2) * (1 - c) + r_01 = -s * k_z + (1 - c) * k_x * k_y + r_10 = s * k_z + (1 - c) * k_x * k_y + r_20 = -s * k_y + (1 - c) * k_x * k_z + r_02 = s * k_y + (1 - c) * k_x * k_z + r_12 = -s * k_x + (1 - c) * k_y * k_z + r_21 = s * k_x + (1 - c) * k_y * k_z + return np.array([ + [r_00, r_01, r_02], + [r_10, r_11, r_12], + [r_20, r_21, r_22], + ], dtype=np.float64) + + +def check_rotation_with_axis(f1: FormatType, f2: FormatType, eps=1e-5) -> List[Tuple[float, np.ndarray]]: + """ + Check if f1 can be rotated to f2 with ONLY ONE ROTATION-AXIS. + If not, return []; otherwise, return all the possible rotation-angles thetas. + Reference: https://blog.csdn.net/xhtchina/article/details/122767359 Section 2 + + Parameters + ---------- + f1 : FormatType + Format 1. + f2 : FormatType + Format 2. + eps : float + Threshold. + + Returns + ------- + list_theta_axis : List[Tuple[float, np.ndarray] + The possible (angle, axis) tuples to rotate 'f1' to 'f2'. + """ + + def _calc(x, y, z): + # Specially handle ZeroDivision + if np.abs(z) < eps: + if np.abs(x) < eps: + ret = y + else: + ret = x + else: + ret = x * y / z + if ret < 0: + ret = -ret + return ret + + list_theta_axis = [] + v1, v2 = f1[:, 0], f2[:, 0] + r1, r2 = f1[:, 1:], f2[:, 1:] + rot_mat = r2 @ r1.T + if np.linalg.norm(v2 - rot_mat @ v1) > 20: + return list_theta_axis + tr = np.trace(rot_mat) + if tr < -1 - eps or tr > 3 + eps: + return list_theta_axis + c = np.clip((tr - 1) / 2, a_min=-1, a_max=3) + theta = np.arccos(c) + t_xy = rot_mat[0, 1] + rot_mat[1, 0] + t_xz = rot_mat[0, 2] + rot_mat[2, 0] + t_yz = rot_mat[1, 2] + rot_mat[2, 1] + q_xy = rot_mat[1, 0] - rot_mat[0, 1] + q_xz = rot_mat[0, 2] - rot_mat[2, 0] + q_yz = rot_mat[2, 1] - rot_mat[1, 2] + if np.abs(q_xy) + np.abs(q_xz) + np.abs(q_yz) < 3 * eps: + # Case 1: theta = 0 or pi + if tr > 0: + # theta = 0 + return [] + else: + # theta = pi + pk_x = np.sqrt((rot_mat[0, 0] + 1).clip(min=0) / 2) + pk_y = np.sqrt((rot_mat[1, 1] + 1).clip(min=0) / 2) + pk_z = np.sqrt((rot_mat[2, 2] + 1).clip(min=0) / 2) + elif np.abs(t_xy * t_xz * t_yz - rot_mat[0, 0] * rot_mat[1, 1] * rot_mat[2, 2]) < eps: + # Case 2: theta = pi / 2 + pk_x = np.sqrt(np.abs(rot_mat[0, 0])) + pk_y = np.sqrt(np.abs(rot_mat[1, 1])) + pk_z = np.sqrt(np.abs(rot_mat[2, 2])) + elif np.abs(t_xy) + np.abs(t_xz) + np.abs(t_yz) < 3 * eps: + # Case 3: (k_x, k_y, k_z) parallel to xyz + ps = np.sqrt(1 - c ** 2) + pk_x = np.abs(q_yz / (2 * ps)) + pk_y = np.abs(q_xz / (2 * ps)) + pk_z = np.abs(q_xy / (2 * ps)) + else: + # Case 4: others + pk_x = np.sqrt(_calc(t_xy, t_xz, t_yz)) / np.sqrt((3 - tr).clip(min=0)) + pk_y = np.sqrt(_calc(t_xy, t_yz, t_xz)) / np.sqrt((3 - tr).clip(min=0)) + pk_z = np.sqrt(_calc(t_xz, t_yz, t_xy)) / np.sqrt((3 - tr).clip(min=0)) + for k_x in [pk_x]: + for k_y in [pk_y, -pk_y]: + for k_z in [pk_z, -pk_z]: + pseudo_rot_mat = get_rotation_from_axis_theta([k_x, k_y, k_z], theta) + recovered = np.all(np.abs(rot_mat - pseudo_rot_mat) < 5e-1) + if recovered: + # can recover the rotation matrix by single-axis rotation + axis = np.array([k_x, k_y, k_z], dtype=np.float64) + axis /= np.linalg.norm(axis) + list_theta_axis.append((theta, axis)) + return list_theta_axis + + +def remainder(a, b): + c = a / b + ic = np.round(c) + return np.abs(c - ic) + + +def normalize_axis(axis: np.ndarray) -> np.ndarray: + """ + Unifying polar axes, which are actually same axes but their representing vectors + point to opposite directions. + + Parameters + ---------- + axis : array-like + The axis. + + Returns + ------- + axis : np.ndarray + Normalized axis. + """ + sign = np.sign(np.sum(axis)) + if np.abs(sign) > 0.5: + axis = axis * sign + return axis + + +def calc_format_pair_theta_axis(formats: List[FormatType], entity_ids: List[int], debug=False + ) -> Dict[str, List[Tuple[float, np.ndarray]]]: + """ + Find the format-pairs that can be rotationally transformed with single axis, and calculate the angle. + + Parameters + ---------- + formats : sequence of FormatType + Units' formats. + entity_ids : sequence of int + Units' entities. + debug : bool + If to print debug info + + Returns + ------- + format_pair_theta_axis : Dict[str, List[Tuple[float, np.ndarray]]] + Store all the axes and their angles to rotate unit i to unit j. + """ + n_f = len(formats) + assert len(entity_ids) == n_f + format_pair_theta_axis = {} + + for i in range(n_f): + for j in range(n_f): + if i >= j or entity_ids[i] != entity_ids[j]: + continue + f1, f2 = formats[i], formats[j] + list_theta_axis = check_rotation_with_axis(f1, f2, eps=1e-4) + check_rotation_with_axis(f1, f2, eps=5e-2) + if len(list_theta_axis) == 0: + continue + format_pair_theta_axis[f'{i}-{j}'] = list_theta_axis + + return format_pair_theta_axis + + +def collect_axis_with_fac(format_pair_theta_axis: Dict[str, List[Tuple[float, np.ndarray]]], angle_fac + ) -> List[np.ndarray]: + """ + Collect the axes which can rotate a unit to another with angle angle_fac i.e. 2 * pi / N. + They are potential N-fold axis. + For efficiency of later processing, we normalize the axes and merge similar ones. + + Parameters + ---------- + format_pair_theta_axis : Dict[str, List[Tuple[float, np.ndarray]]] + Store all the axes and their angles which can rotate a unit to another. + angle_fac : float + The angle. + + Returns + ------- + list_axis : List of np.ndarray + The potential N-fold axis. + """ + list_axis = [] + list_axis_sim_set = [] + for ij, list_theta_axis in format_pair_theta_axis.items(): + list_angle_rem = [remainder(np.abs(a), angle_fac) for a, _ in list_theta_axis] + for a_rem, (_, axis) in zip(list_angle_rem, list_theta_axis): + axis = normalize_axis(axis) + if a_rem > ANGLE_EPS: + continue + idx = -1 + for t, t_axis in enumerate(list_axis): + if np.dot(axis, t_axis) > 0.9: + idx = t + break + if idx == -1: + list_axis.append(axis) + list_axis_sim_set.append([axis]) + else: + list_axis_sim_set[idx].append(axis) + if len(list_axis_sim_set[idx]) < 10: + list_axis[idx] = sum(list_axis_sim_set[idx]) / len(list_axis_sim_set[idx]) + list_axis[idx] /= np.sqrt(np.dot(list_axis[idx], list_axis[idx])) + + for i in range(len(list_axis)): + list_axis[i] = sum(list_axis_sim_set[i]) / len(list_axis_sim_set[i]) + list_axis[i] /= np.sqrt(np.dot(list_axis[i], list_axis[i])) + + return list_axis + + +def delta_neg_translation(f1: FormatType, f2: FormatType) -> Tuple[float, float]: + """ + Calculate the translation and rotation discrepancy between two formats. + + Parameters + ---------- + f1 : FormatType + Format 1. + f2 : FormatType + Format 1. + + Returns + ------- + delta_dis : float + Translation discrepancy. + delta_rot : float + Rotation discrepancy. + """ + delta = f1 - f2 + delta_dis = np.linalg.norm(delta[:, 0]) + delta_rot = np.linalg.norm(delta[:, 1:]) + if delta_rot > 1: + # chirality exceptions + delta_rot = np.abs(2.0 - delta_rot) + return delta_dis, delta_rot + + +def recover_groups_by_axis(formats: List[FormatType], entity_ids: List[str], num_sym: int, axis: np.ndarray, + debug=False, strict_mod=False + ) -> Tuple[bool, List[List[int]], float]: + """ + Check if the units can be matched when rotating around axis num_sym times with angle 2 * pi / num_sym. + The cyclically matched units will be put into the same group. + + Parameters + ---------- + formats : sequence of FormatType + Units' formats. + entity_ids : sequence of str + Units' entities + num_sym : int + Cyclic number. + axis : array-like + The axis to rotate. + debug : bool + If to print debug info. + strict_mod : bool + Recommended. If True, an axis will be dropped once a unit can't be cyclically matched; + otherwise, group as many units as we can. + + Returns + ------- + succeed : bool + If recovery succeeds. + groups : List[List[int]] + Groups recovered. + max_delta : float + The max discrepancy in recovery. Lower max_delta means better match. + """ + n_f = len(formats) + theta = 2 * np.pi / num_sym + groups = [] + max_delta = -1 + left_set = set(range(n_f)) + rot_mat_0 = get_rotation_from_axis_theta(axis, theta) + temp_rot_mat = np.eye(3, dtype=np.float64) + rot_mats = [] + for i in range(num_sym - 1): + temp_rot_mat = temp_rot_mat @ rot_mat_0 + rot_mats.append(temp_rot_mat) + while len(left_set): + i = left_set.pop() + group = [i] + for rm_idx, rm in enumerate(rot_mats): + target = rm @ formats[i] + best_delta = 1e6 + best_j = -1 + for j in left_set: + if entity_ids[i] != entity_ids[j]: + continue + delta_dis, delta_rot = delta_neg_translation(formats[j], target) + delta = delta_dis + delta_rot * 20 + if delta < best_delta: + best_delta = delta + best_j = j + max_delta = max(max_delta, best_delta) + if best_delta < 50: + left_set.remove(best_j) + group.append(best_j) + else: + if strict_mod: + return False, [[i] for i in range(n_f)], 1e8 + continue + groups.append(group) + return len(formats) == num_sym * len(groups), groups, max_delta + + +def combine_succeed_axis_group(list_list_axis_group: List[List[Tuple[np.ndarray, List[List[int]]]]], + standard_axes: np.ndarray, symmetry: str, accept_delta=1e-2, debug=False + ) -> Tuple[List[List[List[int]]], List[np.ndarray]]: + """ + Find the axis combination to match the standard orientation 'standard_axes'. + The function is designed to be called recursively, which starts from an empty list and ends + when finishes an axis combination within accept_delta compared to standard_axes. + In each recursive step, it tries to add another axis to the current combination. + A new axis will be added to the current combination if it does not violate the angle constraint + between two existing axes. + + Parameters + ---------- + list_list_axis_group : List[List[Tuple[np.ndarray, List[List[int]]]]] + Store the axis and the list of group indices. + standard_axes : array-like + Representing standard orientation. + symmetry : str + Symmetry type. + accept_delta : float + Threshold to accept the axis combination. + debug : bool + If to print debug info. + + Returns + ------- + best_list_groups : List[List[List[int]] + List of groups of unit indices, corresponding to the best axis combination + best_list_ret_axis : List of np.ndarray + The best axis combination. + """ + t_len = len(list_list_axis_group) + axis_pair_angle_cos = (standard_axes @ standard_axes.T).clip(min=-1, max=1) + + best_list_groups = [] + best_list_ret_axis = [] + best_delta = 1e8 + search_cnt = 0 + + def search(state: Tuple, reverse: Tuple): + nonlocal best_list_groups, best_list_ret_axis, best_delta, search_cnt + search_cnt += 1 + if best_delta < accept_delta: + return + depth = len(state) + assert len(reverse) == depth + list_ret_axis = [list_list_axis_group[i][s][0] * r for i, (s, r) in enumerate(zip(state, reverse))] + if depth == t_len: + ret_axes = np.stack(list_ret_axis) + ret_axis_pair_angle_cos = ret_axes @ ret_axes.T + delta = np.linalg.norm(ret_axis_pair_angle_cos - axis_pair_angle_cos) + if delta < best_delta: + best_delta = delta + best_list_groups = [list_list_axis_group[i][s][1] for i, s in enumerate(state)] + best_list_ret_axis = list_ret_axis + return + + for i, (p_axis, _) in enumerate(list_list_axis_group[depth]): + if best_delta < accept_delta: + return + iterations = [(1, p_axis), (-1, -p_axis)] if depth > 0 else [(1, p_axis)] + for rev, axis in iterations: + flag = True + for j in range(depth): + cos_j = np.dot(list_ret_axis[j], axis).clip(min=-1, max=1) + if np.abs(np.arccos(cos_j) - np.arccos(axis_pair_angle_cos[j, depth])) > ANGLE_EPS * 5: + flag = False + if not flag: + continue + # check chirality + if symmetry in 'TOI' and depth == 2: + ref_direction = np.sign(np.dot(np.cross(list_ret_axis[0], list_ret_axis[1]), axis)) + tgt_direction = np.sign(np.dot(np.cross(standard_axes[0], standard_axes[1]), standard_axes[depth])) + if ref_direction != tgt_direction: + continue + search((*state, i), (*reverse, rev)) + + search((), ()) + + if len(best_list_groups) == 0 or len(best_list_ret_axis) == 0: + raise PairingFailError("can't find axis combination.") + return best_list_groups, best_list_ret_axis + + +def expand_groups(list_groups: List[List[List[int]]], num: int) -> List[List[int]]: + """ + Expand groups with union-find sets. + + Parameters + ---------- + list_groups : List[List[List[int]]] + The cyclic groups under different spin axes. + num : int + Number of units + + Returns + ------- + extracted_groups : List[List[int]] + The extracted groups. + """ + father = [i for i in range(num)] + + def find(i): + if father[i] == i: + return i + f = find(father[i]) + father[i] = f + return f + + def union(i, j): + fi, fj = find(i), find(j) + if fi != fj: + fi, fj = sorted([fi, fj]) + father[fj] = fi + + def extract_groups() -> List[List[int]]: + offsprings_dict = {} + for i in range(num): + fi = find(i) + offsprings_dict.setdefault(fi, []).append(i) + return list(offsprings_dict.values()) + + for groups in list_groups: + for group in groups: + for idx in group[1:]: + union(group[0], idx) + return extract_groups() + + +def get_au_with_groups(labels: List[LabelType], groups: List[List[int]], first_axis: np.ndarray + ) -> List[LabelType]: + """ + Select a unit from each group to construct asymmetric units. + We hope the selected units are around the direction of first_axis. + + Parameters + ---------- + labels : sequence of LabelType + Structure units. + groups : List[List[int]] + The cyclic groups, containing indices of units. + first_axis: array-like + The reference axis (N-fold in C/D, 3-fold in IOT). + + Returns + ------- + au_labels : List of LabelType + The asymmetric units. + """ + centroid = first_axis + au_labels = [] + for group in groups: + chosen_label = None + best_cos = -1 + for idx in group: + direction = labels[idx]['format'][:, 0] + cos = np.dot(direction / np.linalg.norm(direction), centroid) + if cos > best_cos: + best_cos = cos + chosen_label = labels[idx] + assert chosen_label is not None + au_labels.append(chosen_label) + return au_labels + + +STANDARD_AXES_C = np.array([ + [0, 0, 1], +], dtype=np.float64) + +STANDARD_AXES_D = np.array([ + [0, 0, 1], + [0, 1, 0], +], dtype=np.float64) + +NUM_SYM_T = [3, 2, 2] +STANDARD_AXES_T = np.array([ + [1 / np.sqrt(3), 1 / np.sqrt(3), 1 / np.sqrt(3)], + [0, 1, 0], + [1, 0, 0], +], dtype=np.float64) + +NUM_SYM_O = [3, 4, 2] +STANDARD_AXES_O = np.array([ + [1 / np.sqrt(3), 1 / np.sqrt(3), 1 / np.sqrt(3)], + [0, 0, 1], + [1, 0, 0], +], dtype=np.float64) + +NUM_SYM_I = [3, 5, 2, 2] +STANDARD_AXES_I = np.array([ + [0, -1 / np.sqrt(3), np.sqrt(2) / np.sqrt(3)], + [0, 0, 1], + [1 / 3, -2 * np.sqrt(2) / 3, 0], + [0, -np.sqrt(2) / np.sqrt(3), 1 / np.sqrt(3)], +], dtype=np.float64) + + +def get_standard_syms_axes(symmetry: str) -> Tuple[List[int], np.ndarray]: + """ + Get the information of spin axes of a symmetry type, including the axis vectors and their cyclic numbers. + + Parameters + ---------- + symmetry : str + Symmetry type. + + Returns + ------- + list_num_sym : List of int + The axes' cyclic numbers. + standard_axes: np.ndarray + The spin axes (normalized). + """ + if symmetry.startswith('C'): + list_num_sym = [int(symmetry[1:])] + standard_axes = STANDARD_AXES_C + elif symmetry.startswith('D'): + list_num_sym = [int(symmetry[1:]), 2] + standard_axes = STANDARD_AXES_D + elif symmetry == 'T': + list_num_sym = NUM_SYM_T + standard_axes = STANDARD_AXES_T + elif symmetry == 'O': + list_num_sym = NUM_SYM_O + standard_axes = STANDARD_AXES_O + elif symmetry == 'I': + list_num_sym = NUM_SYM_I + standard_axes = STANDARD_AXES_I + else: + assert False, f'{symmetry}' + return list_num_sym, standard_axes + + +def get_num_AU(symmetry: Optional[str]): + """ + The get_num_AU function takes a string as input and returns the number of + asymmetric units in that symmetry group. + + Parameters + ---------- + symmetry : str, optional + Symmetry type. + + Returns + ------- + num_AU : int + Number of asymmetric units. + """ + if symmetry is None: + return 1 + elif symmetry.startswith('C'): + return int(symmetry[1:]) + elif symmetry.startswith('D'): + return int(symmetry[1:]) * 2 + elif symmetry.startswith('T'): + return 12 + elif symmetry.startswith('O'): + return 24 + elif symmetry.startswith('I'): + return 60 + else: + raise NotImplementedError(f"do not support symmetry {symmetry} currently.") + + +def rotation_z(theta): + ca = np.cos(theta) + sa = np.sin(theta) + ret = np.array([[ ca, -sa, 0., 0.], + [ sa, ca, 0., 0.], + [ 0., 0., 1., 0.], + [ 0., 0., 0., 1.]]) + ret[np.abs(ret) < 1e-10] = 0 + return ret + + +def get_transform_C(grpnum): + interval = 2 * np.pi / grpnum + ret = np.stack([rotation_z(theta).astype(float) for theta in np.arange(0, 2 * np.pi, step=interval)]) + return ret + + +def get_transform_D(grpnum): + assert grpnum % 2 == 0 + c_transform = get_transform_C(grpnum // 2) + rot_y = np.array([[-1., 0., 0., 0.], + [ 0., 1., 0., 0.], + [ 0., 0., -1., 0.], + [ 0., 0., 0., 1.]]) + ret = np.concatenate([c_transform, c_transform @ rot_y], axis=0) + return ret + + +def combine_rigid_groups(rigid_groups: List[List[np.ndarray]]) -> np.ndarray: + list_rigid = [np.eye(4, dtype=np.float64)] + for rigid_group in rigid_groups: + temp_list_rigid = [] + for r1 in list_rigid: + for r2 in rigid_group: + temp_list_rigid.append(r2 @ r1) + list_rigid = temp_list_rigid + return np.stack(list_rigid) + + +def get_transform_TOI(symmetry: str) -> np.ndarray: + list_num_sym, standard_axes = get_standard_syms_axes(symmetry) + n = len(list_num_sym) + rigid_groups = [] + for i in range(n): + num_sym, axis = list_num_sym[i], standard_axes[i, :] + angles = [j * 2 * np.pi / num_sym for j in range(num_sym)] + rigid_group = [] + for angle in angles: + rigid = np.eye(4, dtype=np.float64) + rigid[:3, :3] = get_rotation_from_axis_theta(axis, angle) + rigid_group.append(rigid) + rigid_groups.append(rigid_group) + if symmetry == 'I': + xs = [0, 3, 2, 1] + rigid_groups = [rigid_groups[i] for i in xs] + return combine_rigid_groups(rigid_groups) + + +TRANSFORM_T = get_transform_TOI('T') +TRANSFORM_O = get_transform_TOI('O') +TRANSFORM_I = get_transform_TOI('I') +assert TRANSFORM_T.shape[0] == 12 +assert TRANSFORM_O.shape[0] == 24 +assert TRANSFORM_I.shape[0] == 60 + + +def get_transform(symmetry: str) -> np.ndarray: + """ + Get symmetry operators of the given symmetry. + + Parameters + ---------- + symmetry : str + Symmetry type. + + Returns + ------- + sym_opers: np.ndarray + (N * 4 * 4) Symmetry operators. + """ + if symmetry is None: + ret = get_transform_C(1) + elif symmetry.startswith('C'): + ret = get_transform_C(get_num_AU(symmetry)) + elif symmetry.startswith('D'): + ret = get_transform_D(get_num_AU(symmetry)) + elif symmetry.startswith('T'): + ret = TRANSFORM_T + elif symmetry.startswith('O'): + ret = TRANSFORM_O + elif symmetry.startswith('I'): + ret = TRANSFORM_I + else: + raise NotImplementedError(f"do not support symmetry {symmetry} currently.") + return ret + + +def au_with_axes(labels: List[LabelType], symmetry: str, debug=False, strict_mod=True + ) -> Tuple[List[LabelType], List[np.ndarray]]: + """ + Find the asymmetric units and the spin axes + + Parameters + ---------- + labels : sequence of LabelType + Structure units. + symmetry : str + Symmetry type. + debug : bool + If to print debug info. + strict_mod : bool + Recommended. If True, an axis will be dropped once a unit can't be cyclically matched. + + Returns + ------- + au_labels : List of LabelType + The asymmetric units. + list_ret_axis : sequence of np.ndarray + Spin axes, representing the orientation of units. + """ + list_num_sym, standard_axes = get_standard_syms_axes(symmetry) + list_fac = [2 * np.pi / num_sym for num_sym in list_num_sym] + formats = [label['format'] for label in labels] + + entity_ids = [label['entity_id'][0] for label in labels] + format_pair_theta_axis = calc_format_pair_theta_axis(formats, entity_ids, debug=False) + list_list_axis = [collect_axis_with_fac(format_pair_theta_axis, fac) for fac in list_fac] + + list_list_axis_group: List[List[Tuple[np.ndarray, List[List[int]]]]] = [] + for i, (num_sym, list_axis) in enumerate(zip(list_num_sym, list_list_axis)): + if strict_mod: + list_delta_axis_group = [] + for axis in list_axis: + succeed, groups, delta = recover_groups_by_axis(formats, entity_ids, num_sym, axis, debug=False, + strict_mod=True) + if succeed: + list_delta_axis_group.append((delta, axis, groups)) + list_delta_axis_group.sort(key=lambda x: x[0]) + list_axis_group = [(axis, groups) for _, axis, groups in list_delta_axis_group] + else: + list_axis_group = [] + for axis in list_axis: + succeed, groups, _ = recover_groups_by_axis(formats, entity_ids, num_sym, axis, debug=False, + strict_mod=False) + list_axis_group.append((axis, groups)) + list_list_axis_group.append(list_axis_group) + list_groups, list_ret_axis = combine_succeed_axis_group(list_list_axis_group, standard_axes, symmetry, + debug=debug) + + groups = expand_groups(list_groups, len(labels)) + au_labels = get_au_with_groups(labels, groups, list_ret_axis[0]) + if len(au_labels) != len(labels) / get_num_AU(symmetry): + raise PairingFailError(f'au length {len(au_labels)} rather than {len(labels) / get_num_AU(symmetry)}') + return au_labels, list_ret_axis + + +def calc_distance_map(vectors: np.ndarray) -> np.ndarray: + """ + Calculate the distances among the vectors. + + Parameters + ---------- + vectors : array-like + The vectors. + + Returns + ------- + distance_matrix : np.ndarray + The distance matrix. + """ + return np.linalg.norm(np.expand_dims(vectors, axis=0) - np.expand_dims(vectors, axis=1), axis=2) diff --git a/unifold/symmetry/utils/inertia.py b/unifold/symmetry/utils/inertia.py new file mode 100644 index 0000000..4a0bc15 --- /dev/null +++ b/unifold/symmetry/utils/inertia.py @@ -0,0 +1,58 @@ +import numpy as np +from typing import List, Tuple + + +def smallest_gap(floats: List[float]) -> float: + s = 1e8 + # s = floats[0] + for i in range(len(floats) - 1): + t = floats[i + 1] - floats[i] + s = min(s, t) + return s + + +def inertia_gap_by_ref_vec(inertia: np.ndarray, ref_vec: np.ndarray) -> Tuple[np.ndarray, float]: + inertia_ = np.copy(inertia) + inner_products = [np.dot(inertia_[:, i], ref_vec) for i in range(3)] + for i in range(3): + if inner_products[i] < 0: + inertia_[:, i] = -inertia_[:, i] + inner_products[i] = -inner_products[i] + + ret_inertia = inertia_[:, np.argsort(inner_products)] + ref_inner_products = [float(np.dot(ret_inertia[:, i], ref_vec)) for i in range(3)] + gap = smallest_gap(ref_inner_products) / np.linalg.norm(ref_vec) + if np.dot(np.cross(ret_inertia[:, 2], ret_inertia[:, 1]), ret_inertia[:, 0]) < 0: + ret_inertia[:, 0] = -ret_inertia[:, 0] + return ret_inertia, gap + + +def inertia_gap(inertia: np.ndarray, list_ref_vec: List[np.ndarray]) -> Tuple[List[np.ndarray], List[float]]: + list_ref_inertia_gap = [inertia_gap_by_ref_vec(inertia, ref_vec) for ref_vec in list_ref_vec] + list_inertia, list_gap = [], [] + for inert, gap in list_ref_inertia_gap: + list_inertia.append(np.copy(inert)) + list_gap.append(gap) + return list_inertia, list_gap + + +def best_inertia_gap_id(list_inertia_gaps: List[Tuple[List[np.ndarray], List[float]]]) -> int: + lg_mat = np.array([inertia_gaps[1] for inertia_gaps in list_inertia_gaps]) + min_per_gap = np.min(lg_mat, axis=0) + max_min_gap_id = int(np.argmax(min_per_gap)) + return max_min_gap_id + + +def get_ref_idx(n_a) -> List[Tuple[int, int]]: + assert n_a >= 3 + if n_a == 3: + return [(0, 1), (1, 2)] + if n_a == 4: + return [(0, 1), (1, 2), (2, 3)] + ref_idx = [ + (0, int(n_a * 0.25)), + (int(n_a * 0.25), int(n_a * 0.50)), + (int(n_a * 0.50), int(n_a * 0.75)), + (int(n_a * 0.75), -1) + ] + return ref_idx diff --git a/unifold/symmetry/utils/msym_utils.py b/unifold/symmetry/utils/msym_utils.py new file mode 100644 index 0000000..af8a7fd --- /dev/null +++ b/unifold/symmetry/utils/msym_utils.py @@ -0,0 +1,251 @@ +from functools import reduce +import string +from libmsym import libmsym as m +import numpy as np +from typing import * +from .geometry_utils import remainder, normalize_axis, ANGLE_EPS, get_standard_syms_axes, \ + get_rotation_from_axis_theta, expand_groups, get_num_AU, PairingFailError, LabelType + + +def arr_to_elems(arr: np.ndarray, name: str = 'C') -> List[m.Element]: + assert len(arr.shape) == 2 and arr.shape[-1] == 3, f"invalid points shape {arr.shape}" + return [m.Element(name=name, coordinates=r) for r in arr] + + +def get_rotate_theta_axis(pts: np.ndarray, group: Optional[str] = None, eps: Optional[float] = None, debug=False + ) -> List[Tuple[float, np.ndarray]]: + """ + Get the axes and their rotation orders (converted to rotation angles) by libmsym toolkit. + + + Parameters + ---------- + pts : array-like + The point set i.e. the centers of units. + group : str, optional + Symmetry type. + eps : float, optional + Thresholds in libmsym. + debug : bool + If to print debug info. + Returns + ------- + list_theta_axis: list of Tuple[float, np.ndarray] + Fetched axes and their rotation angles. + + See Also + -------- + calc_format_pair_theta_axis in unifold.fold.data.geometry_units.py + """ + ctx = m.Context(elements=arr_to_elems(pts)) + if eps is not None: + ctx.set_thresholds(zero=eps, equivalence=eps, permutation=eps) + try: + group_ = ctx.find_symmetry() + except Exception as e: + raise PairingFailError(str(e)) + if group is not None: + if group != 'C1' and group != group_: + raise PairingFailError(f"unexpected group extracted: {group} vs {group_}") + ops = ctx.symmetry_operations + list_theta_axis = [] + for op in ops: + if op.order > 1 and op.power == 1: + theta = np.pi * 2 / op.order + list_theta_axis.append((theta, np.array(op.vector))) + return list_theta_axis + + +def collect_axis_with_fac(list_theta_axis: List[Tuple[float, np.ndarray]], angle_fac, debug=False + ) -> List[np.ndarray]: + """ + Collect the axes which can rotate a unit to another with angle angle_fac i.e. 2 * pi / N. + They are potential N-fold axis. + For efficiency of later processing, we normalize the axes and merge similar ones. + + See Also + -------- + collect_axis_with_fac in unifold.fold.data.geometry_units.py + """ + list_axis = [] + for theta, axis in list_theta_axis: + rem = remainder(np.abs(theta), angle_fac) + if rem > ANGLE_EPS: + continue + axis = normalize_axis(axis) + list_axis.append(axis) + + return list_axis + + +def combine_axes(list_list_axis: List[List[np.ndarray]], + standard_axes: np.ndarray, symmetry: str, accept_delta=1e-2, debug=False + ) -> List[np.ndarray]: + """ + Find the axis combination to match the standard orientation 'standard_axes'. + + See Also + -------- + combine_succeed_axis_group in unifold.fold.data.geometry_units.py + """ + t_len = len(list_list_axis) + axis_pair_angle_cos = (standard_axes @ standard_axes.T).clip(min=-1, max=1) + + best_list_ret_axis = [] + best_delta = 1e8 + search_cnt = 0 + + def search(state: Tuple, reverse: Tuple): + nonlocal best_list_ret_axis, best_delta, search_cnt + search_cnt += 1 + if best_delta < accept_delta: + return + depth = len(state) + assert len(reverse) == depth + list_ret_axis = [list_list_axis[i][s] * r for i, (s, r) in enumerate(zip(state, reverse))] + if depth == t_len: + ret_axes = np.stack(list_ret_axis) + ret_axis_pair_angle_cos = ret_axes @ ret_axes.T + delta = np.linalg.norm(ret_axis_pair_angle_cos - axis_pair_angle_cos) + if delta < best_delta: + best_delta = delta + best_list_ret_axis = list_ret_axis + return + + for i, p_axis in enumerate(list_list_axis[depth]): + if best_delta < accept_delta: + return + iterations = [(1, p_axis), (-1, -p_axis)] if depth > 0 else [(1, p_axis)] + for rev, axis in iterations: + flag = True + for j in range(depth): + cos_j = np.dot(list_ret_axis[j], axis).clip(min=-1, max=1) + if np.abs(np.arccos(cos_j) - np.arccos(axis_pair_angle_cos[j, depth])) > ANGLE_EPS * 5: + flag = False + if not flag: + continue + if symmetry in 'TOI' and depth == 2: + ref_direction = np.sign(np.dot(np.cross(list_ret_axis[0], list_ret_axis[1]), axis)) + tgt_direction = np.sign(np.dot(np.cross(standard_axes[0], standard_axes[1]), standard_axes[depth])) + if ref_direction != tgt_direction: + continue + search((*state, i), (*reverse, rev)) + + search((), ()) + return best_list_ret_axis + + +def recover_groups_by_axis(centers: np.ndarray, entity_ids: List, num_sym: int, axis: np.ndarray, + debug=False, strict_mod=False + ) -> Tuple[bool, List[List[int]], float]: + """ + Check if the units can be matched when rotating around axis num_sym times with angle 2 * pi / num_sym. + The cyclically matched units will be put into the same group. + + See Also + -------- + recover_groups_by_axis in unifold.fold.data.geometry_units.py + """ + n_f = centers.shape[0] + theta = 2 * np.pi / num_sym + groups = [] + max_delta = -1 + left_set = set(range(n_f)) + rot_mat_0 = get_rotation_from_axis_theta(axis, theta) + temp_rot_mat = np.eye(3, dtype=np.float64) + rot_mats = [] + for i in range(num_sym - 1): + temp_rot_mat = temp_rot_mat @ rot_mat_0 + rot_mats.append(temp_rot_mat) + while len(left_set): + i = left_set.pop() + group = [i] + for rm_idx, rm in enumerate(rot_mats): + target = rm @ centers[i, :] + best_delta = 1e6 + best_j = -1 + for j in left_set: + if entity_ids[i] != entity_ids[j]: + continue + delta_dis = np.linalg.norm(centers[j, :] - target) + delta = delta_dis + if delta < best_delta: + best_delta = delta + best_j = j + max_delta = max(max_delta, best_delta) + if best_delta < 50: + left_set.remove(best_j) + group.append(best_j) + else: + if strict_mod: + return False, [[i] for i in range(n_f)], 1e8 + continue + groups.append(group) + return n_f == num_sym * len(groups), groups, max_delta + + +def get_au_with_groups(labels: List[LabelType], groups: List[List[int]], first_axis: np.ndarray, centers: np.ndarray + ) -> List[LabelType]: + """ + Select a unit from each group to construct asymmetric units. + + See Also + -------- + get_au_with_groups in unifold.fold.data.geometry_units.py + """ + centroid = first_axis + au_labels = [] + for group in groups: + chosen_label = None + best_cos = -1 + for idx in group: + direction = centers[idx, :] + cos = np.dot(direction / np.linalg.norm(direction), centroid) + if cos > best_cos: + best_cos = cos + chosen_label = labels[idx] + assert chosen_label is not None + au_labels.append(chosen_label) + return au_labels + + +def au_with_axes_msym(labels: List[LabelType], symmetry: str, centers: List[np.ndarray], debug=False + ) -> Tuple[List[LabelType], List[np.ndarray]]: + """ + Find the asymmetric units and the spin axes (use libmsym toolkit). + + Parameters + ---------- + labels : sequence of LabelType + Structure units. + symmetry : str + Symmetry type. + centers : sequence of array-like + Unit centers. + debug : bool + If to print debug info. + + Returns + ------- + au_labels : sequence of LabelType + The asymmetric units. + list_ret_axis : sequence of np.ndarray + Spin axes, representing the orientation of units. + """ + list_num_sym, standard_axes = get_standard_syms_axes(symmetry) + entity_ids = [label['entity_id'][0] for label in labels] + centers = np.stack(centers) + list_theta_axis = get_rotate_theta_axis(centers, symmetry, debug=debug) + list_list_axis = [ + collect_axis_with_fac(list_theta_axis, 2 * np.pi / n_sym, debug=debug) for n_sym in list_num_sym] + list_ret_axis = combine_axes(list_list_axis, standard_axes, symmetry, debug=debug) + list_groups = [] + for num_sym, axis in zip(list_num_sym, list_ret_axis): + succeed, groups, delta = recover_groups_by_axis(centers, entity_ids, num_sym, axis, + debug=False, strict_mod=False) + list_groups.append(groups) + groups = expand_groups(list_groups, len(labels)) + au_labels = get_au_with_groups(labels, groups, list_ret_axis[0], centers) + if len(au_labels) != len(labels) / get_num_AU(symmetry): + raise PairingFailError(f'au length {len(au_labels)} rather than {len(labels) / get_num_AU(symmetry)}') + return au_labels, list_ret_axis diff --git a/unifold/symmetry/utils/quaternion.py b/unifold/symmetry/utils/quaternion.py new file mode 100644 index 0000000..4420e74 --- /dev/null +++ b/unifold/symmetry/utils/quaternion.py @@ -0,0 +1,69 @@ +import numpy as np + + +def quaternion_transform(r): + """ + Get optimal rotation + note: translation will be zero when the centroids of each molecule are the + same + """ + Wt_r = makeW(*r).T + Q_r = makeQ(*r) + rot = Wt_r.dot(Q_r)[:3, :3] + return rot + + +def makeW(r1, r2, r3, r4=0): + """ + matrix involved in quaternion rotation + """ + W = np.asarray( + [ + [r4, r3, -r2, r1], + [-r3, r4, r1, r2], + [r2, -r1, r4, r3], + [-r1, -r2, -r3, r4], + ] + ) + return W + + +def makeQ(r1, r2, r3, r4=0): + """ + matrix involved in quaternion rotation + """ + Q = np.asarray( + [ + [r4, -r3, r2, r1], + [r3, r4, -r1, r2], + [-r2, r1, r4, r3], + [-r1, -r2, -r3, r4], + ] + ) + return Q + + +def quaternion_rotate(X, Y): + """ + Calculate the rotation + Parameters + ---------- + X: np.ndarray + (N,D) matrix, where N is points and D is dimension. + Y: np.ndarray + (N,D) matrix, where N is points and D is dimension. + Returns + ------- + rot : matrix + Rotation matrix (D,D) + """ + N = X.shape[0] + W = np.asarray([makeW(*Y[k]) for k in range(N)]) + Q = np.asarray([makeQ(*X[k]) for k in range(N)]) + Qt_dot_W = np.asarray([np.dot(Q[k].T, W[k]) for k in range(N)]) + # NOTE UNUSED W_minus_Q = np.asarray([W[k] - Q[k] for k in range(N)]) + A = np.sum(Qt_dot_W, axis=0) + eigen = np.linalg.eigh(A) + r = eigen[1][:, eigen[0].argmax()] + rot = quaternion_transform(r) + return rot From 5596948c861829b8047b10468368b307b7b29bc5 Mon Sep 17 00:00:00 2001 From: Ziyao Li <36321246+ZiyaoLi@users.noreply.github.com> Date: Tue, 9 May 2023 18:55:13 +0800 Subject: [PATCH 85/92] fix import libmsym (#117) --- notebooks/unifold.ipynb | 2 ++ 1 file changed, 2 insertions(+) diff --git a/notebooks/unifold.ipynb b/notebooks/unifold.ipynb index 4fb88f5..a5d4069 100644 --- a/notebooks/unifold.ipynb +++ b/notebooks/unifold.ipynb @@ -96,6 +96,8 @@ "\n", " pip3 -q install py3dmol gdown\n", "\n", + " pip3 -q install libmsym\n", + "\n", " touch ENV_READY\n", "fi\n", "\n", From a94b03cc98cd032ff9b54ec3bf17aedac12efffe Mon Sep 17 00:00:00 2001 From: Ziyao Li <36321246+ZiyaoLi@users.noreply.github.com> Date: Thu, 11 May 2023 18:48:10 +0800 Subject: [PATCH 86/92] Update unifold.ipynb to cu118torch2.0.0-cp310 (#118) --- notebooks/unifold.ipynb | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/notebooks/unifold.ipynb b/notebooks/unifold.ipynb index a5d4069..5322bc4 100644 --- a/notebooks/unifold.ipynb +++ b/notebooks/unifold.ipynb @@ -102,13 +102,13 @@ "fi\n", "\n", "GIT_REPO='https://github.com/dptech-corp/Uni-Fold'\n", - "UNICORE_URL='https://github.com/dptech-corp/Uni-Core/releases/download/0.0.2/unicore-0.0.1+cu116torch1.13.1-cp39-cp39-linux_x86_64.whl'\n", + "UNICORE_URL='https://github.com/dptech-corp/Uni-Core/releases/download/0.0.2/unicore-0.0.1+cu118torch2.0.0-cp310-cp310-linux_x86_64.whl'\n", "PARAM_URL='https://github.com/dptech-corp/Uni-Fold/releases/download/v2.0.0/unifold_params_2022-08-01.tar.gz'\n", "UF_SYMM_PARAM_URL='https://github.com/dptech-corp/Uni-Fold/releases/download/v2.2.0/uf_symmetry_params_2022-09-06.tar.gz'\n", "\n", "if [ ! -f UNIFOLD_READY ]; then\n", " wget ${UNICORE_URL} \n", - " pip3 -q install \"unicore-0.0.1+cu116torch1.13.1-cp39-cp39-linux_x86_64.whl\"\n", + " pip3 -q install \"unicore-0.0.1+cu118torch2.0.0-cp310-cp310-linux_x86_64.whl\"\n", " git clone -b main ${GIT_REPO}\n", " pip3 -q install ./Uni-Fold\n", " wget ${PARAM_URL}\n", From a2722527109135608e68e8be8a9b22c822f31206 Mon Sep 17 00:00:00 2001 From: Ziyao Li <36321246+ZiyaoLi@users.noreply.github.com> Date: Thu, 11 May 2023 18:58:40 +0800 Subject: [PATCH 87/92] tolerate inconsistencies between pdb_assembly and multi_label (#119) * tolerate inconsistencies between pdb_assembly and multi_label * Update dataset.py --- unifold/dataset.py | 13 +++++++++---- 1 file changed, 9 insertions(+), 4 deletions(-) diff --git a/unifold/dataset.py b/unifold/dataset.py index 72cb6ae..62eb324 100644 --- a/unifold/dataset.py +++ b/unifold/dataset.py @@ -443,10 +443,15 @@ def __getitem__(self, idx): else: pdb_id = self.get_pdb_name(label_id) if pdb_id in self.pdb_assembly and self.mode == "train": - label_ids = [ - pdb_id + "_" + id for id in self.pdb_assembly[pdb_id]["chains"] - ] - symmetry_operations = [t for t in self.pdb_assembly[pdb_id]["opers"]] + label_ids = [] + symmetry_operations = [] + for cid, op in zip(self.pdb_assembly[pdb_id]["chains"], self.pdb_assembly[pdb_id]["opers"]): + lid = pdb_id + "_" + cid + if lid not in self.inverse_multi_label: + logger.warning(f"sequence id of {lid} cannot be found. chain ignored in the assembly.") + else: + label_ids.append(lid) + symmetry_operations.append(op) else: label_ids = self.pdb_chains[pdb_id] symmetry_operations = None From af278f0883a344727c370cc2a773626c18b3ef43 Mon Sep 17 00:00:00 2001 From: Ziyao Li <36321246+ZiyaoLi@users.noreply.github.com> Date: Mon, 12 Jun 2023 18:12:23 +0800 Subject: [PATCH 88/92] add alphafold v3 param parse & config (#122) --- scripts/translate_jax_params.py | 92 +++++++++++++++++++++++---------- unifold/config.py | 48 +++++++++++++++++ 2 files changed, 113 insertions(+), 27 deletions(-) diff --git a/scripts/translate_jax_params.py b/scripts/translate_jax_params.py index a0a64a4..a319b1a 100644 --- a/scripts/translate_jax_params.py +++ b/scripts/translate_jax_params.py @@ -57,6 +57,7 @@ class Param: param: Union[torch.Tensor, List[torch.Tensor]] param_type: ParamType = ParamType.Other stacked: bool = False + swap: bool = False def _process_translations_dict(d, top_layer=True): @@ -130,7 +131,7 @@ def assign(translation_dict, orig_weights): def import_jax_weights_(model, npz_path, version="model_1"): is_multimer = False - if version in ["multimer_af2"]: + if version in ["multimer_af2", "multimer_af2_v3", "multimer_af2_model45_v3"]: is_multimer = True data = np.load(npz_path, allow_pickle=True) if 'arr_0' in data: @@ -147,8 +148,10 @@ def import_jax_weights_(model, npz_path, version="model_1"): ####################### LinearWeight = lambda l: (Param(l, param_type=ParamType.LinearWeight)) + LinearWeightSwap = lambda l: (Param(l, param_type=ParamType.LinearWeight, swap=True)) LinearBias = lambda l: (Param(l)) + LinearBiasSwap = lambda l: (Param(l, swap=True)) LinearWeightMHA = lambda l: (Param(l, param_type=ParamType.LinearWeightMHA)) @@ -168,6 +171,10 @@ def import_jax_weights_(model, npz_path, version="model_1"): "weights": LinearWeight(l.weight[index:,:]), "bias": LinearBias(l.bias[index:]), } + LinearSwapParams = lambda l, index: { + "weights": LinearWeightSwap(l.weight), + "bias": LinearBiasSwap(l.bias), + } LinearMHAParams = lambda l: { "weights": LinearWeightMHA(l.weight), @@ -213,32 +220,63 @@ def import_jax_weights_(model, npz_path, version="model_1"): "feat_2d_weights": LinearWeight(tri_att.linear.weight), "attention": AttentionGatedParams(tri_att.mha), } + if "v3" in version: + TriMulOutParams = lambda tri_mul: { + "left_norm_input": LayerNormParams(tri_mul.layer_norm_in), + # "left_projection": LinearLeftParams(tri_mul.linear_ab_p, tri_mul.linear_ab_p.weight.shape[0]//2), + # "right_projection": LinearRightParams(tri_mul.linear_ab_p, tri_mul.linear_ab_p.weight.shape[0]//2), + "projection": LinearParams(tri_mul.linear_ab_p), + # "left_gate": LinearLeftParams(tri_mul.linear_ab_g, tri_mul.linear_ab_g.weight.shape[0]//2), + # "right_gate": LinearRightParams(tri_mul.linear_ab_g, tri_mul.linear_ab_g.weight.shape[0]//2), + "gate": LinearParams(tri_mul.linear_ab_g), + "center_norm": LayerNormParams(tri_mul.layer_norm_out), + "output_projection": LinearParams(tri_mul.linear_z), + "gating_linear": LinearParams(tri_mul.linear_g), + } - TriMulOutParams = lambda tri_mul: { - "layer_norm_input": LayerNormParams(tri_mul.layer_norm_in), - "left_projection": LinearLeftParams(tri_mul.linear_ab_p, tri_mul.linear_ab_p.weight.shape[0]//2), - "right_projection": LinearRightParams(tri_mul.linear_ab_p, tri_mul.linear_ab_p.weight.shape[0]//2), - "left_gate": LinearLeftParams(tri_mul.linear_ab_g, tri_mul.linear_ab_g.weight.shape[0]//2), - "right_gate": LinearRightParams(tri_mul.linear_ab_g, tri_mul.linear_ab_g.weight.shape[0]//2), - "center_layer_norm": LayerNormParams(tri_mul.layer_norm_out), - "output_projection": LinearParams(tri_mul.linear_z), - "gating_linear": LinearParams(tri_mul.linear_g), - } + # see commit b88f8da on the Alphafold repo + # Alphafold swaps the pseudocode's a and b between the incoming/outcoming + # iterations of triangle multiplication, which is confusing and not + # reproduced in our implementation. + TriMulInParams = lambda tri_mul: { + "left_norm_input": LayerNormParams(tri_mul.layer_norm_in), + # "left_projection": LinearRightParams(tri_mul.linear_ab_p, tri_mul.linear_ab_p.weight.shape[0]//2), + # "right_projection": LinearLeftParams(tri_mul.linear_ab_p, tri_mul.linear_ab_p.weight.shape[0]//2), + "projection": LinearSwapParams(tri_mul.linear_ab_p, tri_mul.linear_ab_p.weight.shape[0]//2), + "gate": LinearSwapParams(tri_mul.linear_ab_g, tri_mul.linear_ab_g.weight.shape[0]//2), + # "left_gate": LinearRightParams(tri_mul.linear_ab_g, tri_mul.linear_ab_g.weight.shape[0]//2), + # "right_gate": LinearLeftParams(tri_mul.linear_ab_g, tri_mul.linear_ab_g.weight.shape[0]//2), + "center_norm": LayerNormParams(tri_mul.layer_norm_out), + "output_projection": LinearParams(tri_mul.linear_z), + "gating_linear": LinearParams(tri_mul.linear_g), + } + else: - # see commit b88f8da on the Alphafold repo - # Alphafold swaps the pseudocode's a and b between the incoming/outcoming - # iterations of triangle multiplication, which is confusing and not - # reproduced in our implementation. - TriMulInParams = lambda tri_mul: { - "layer_norm_input": LayerNormParams(tri_mul.layer_norm_in), - "left_projection": LinearRightParams(tri_mul.linear_ab_p, tri_mul.linear_ab_p.weight.shape[0]//2), - "right_projection": LinearLeftParams(tri_mul.linear_ab_p, tri_mul.linear_ab_p.weight.shape[0]//2), - "left_gate": LinearRightParams(tri_mul.linear_ab_g, tri_mul.linear_ab_g.weight.shape[0]//2), - "right_gate": LinearLeftParams(tri_mul.linear_ab_g, tri_mul.linear_ab_g.weight.shape[0]//2), - "center_layer_norm": LayerNormParams(tri_mul.layer_norm_out), - "output_projection": LinearParams(tri_mul.linear_z), - "gating_linear": LinearParams(tri_mul.linear_g), - } + TriMulOutParams = lambda tri_mul: { + "layer_norm_input": LayerNormParams(tri_mul.layer_norm_in), + "left_projection": LinearLeftParams(tri_mul.linear_ab_p, tri_mul.linear_ab_p.weight.shape[0]//2), + "right_projection": LinearRightParams(tri_mul.linear_ab_p, tri_mul.linear_ab_p.weight.shape[0]//2), + "left_gate": LinearLeftParams(tri_mul.linear_ab_g, tri_mul.linear_ab_g.weight.shape[0]//2), + "right_gate": LinearRightParams(tri_mul.linear_ab_g, tri_mul.linear_ab_g.weight.shape[0]//2), + "center_layer_norm": LayerNormParams(tri_mul.layer_norm_out), + "output_projection": LinearParams(tri_mul.linear_z), + "gating_linear": LinearParams(tri_mul.linear_g), + } + + # see commit b88f8da on the Alphafold repo + # Alphafold swaps the pseudocode's a and b between the incoming/outcoming + # iterations of triangle multiplication, which is confusing and not + # reproduced in our implementation. + TriMulInParams = lambda tri_mul: { + "layer_norm_input": LayerNormParams(tri_mul.layer_norm_in), + "left_projection": LinearRightParams(tri_mul.linear_ab_p, tri_mul.linear_ab_p.weight.shape[0]//2), + "right_projection": LinearLeftParams(tri_mul.linear_ab_p, tri_mul.linear_ab_p.weight.shape[0]//2), + "left_gate": LinearRightParams(tri_mul.linear_ab_g, tri_mul.linear_ab_g.weight.shape[0]//2), + "right_gate": LinearLeftParams(tri_mul.linear_ab_g, tri_mul.linear_ab_g.weight.shape[0]//2), + "center_layer_norm": LayerNormParams(tri_mul.layer_norm_out), + "output_projection": LinearParams(tri_mul.linear_z), + "gating_linear": LinearParams(tri_mul.linear_g), + } PairTransitionParams = lambda pt: { "input_layer_norm": LayerNormParams(pt.layer_norm), @@ -526,7 +564,7 @@ def EvoformerBlockParams(b, is_extra_msa=False): missing = [k for k in keys if k not in flat_keys] # assert len(missing) == 0 # assert(sorted(list(flat.keys())) == sorted(list(data.keys()))) - print("incorrect keys:", incorrect) - print("missing keys:", missing) + print("incorrect keys:", incorrect) # which with error names + print("missing keys:", missing) # which with # Set weights assign(flat, data) diff --git a/unifold/config.py b/unifold/config.py index 497db12..6adcd8c 100644 --- a/unifold/config.py +++ b/unifold/config.py @@ -615,6 +615,54 @@ def multimer(c): c.loss.repr_norm.weight = 0 c.loss.chain_centre_mass.weight = 1.0 recursive_set(c, "outer_product_mean_first", True) + elif name == "multimer_af2_v3": + recursive_set(c, "max_extra_msa", 2048) + recursive_set(c, "max_msa_clusters", 512) + recursive_set(c, "is_multimer", True) + recursive_set(c, "v2_feature", True) + recursive_set(c, "gumbel_sample", True) + c.model.template.template_angle_embedder.d_in = 34 + c.model.template.template_pair_stack.tri_attn_first = False + c.model.template.template_pointwise_attention.enabled = False + c.model.heads.pae.enabled = True + c.model.heads.experimentally_resolved.enabled = True + c.model.heads.masked_msa.d_out = 22 + c.model.structure_module.separate_kv = True + c.model.structure_module.ipa_bias = False + c.model.structure_module.trans_scale_factor = 20 + c.loss.pae.weight = 0.1 + c.loss.violation.weight = 0.5 + c.loss.experimentally_resolved.weight = 0.01 + c.model.input_embedder.tf_dim = 21 + c.globals.alphafold_original_mode = True + c.data.train.crop_size = 384 + c.loss.repr_norm.weight = 0 + c.loss.chain_centre_mass.weight = 1.0 + recursive_set(c, "outer_product_mean_first", True) + elif name == "multimer_af2_model45_v3": + recursive_set(c, "max_extra_msa", 1152) + recursive_set(c, "max_msa_clusters", 512) + recursive_set(c, "is_multimer", True) + recursive_set(c, "v2_feature", True) + recursive_set(c, "gumbel_sample", True) + c.model.template.template_angle_embedder.d_in = 34 + c.model.template.template_pair_stack.tri_attn_first = False + c.model.template.template_pointwise_attention.enabled = False + c.model.heads.pae.enabled = True + c.model.heads.experimentally_resolved.enabled = True + c.model.heads.masked_msa.d_out = 22 + c.model.structure_module.separate_kv = True + c.model.structure_module.ipa_bias = False + c.model.structure_module.trans_scale_factor = 20 + c.loss.pae.weight = 0.1 + c.loss.violation.weight = 0.5 + c.loss.experimentally_resolved.weight = 0.01 + c.model.input_embedder.tf_dim = 21 + c.globals.alphafold_original_mode = True + c.data.train.crop_size = 384 + c.loss.repr_norm.weight = 0 + c.loss.chain_centre_mass.weight = 1.0 + recursive_set(c, "outer_product_mean_first", True) else: raise ValueError(f"invalid --model-name: {name}.") if train: From 7e03aa22044eb03ace7e668dc9c00c001e6004c5 Mon Sep 17 00:00:00 2001 From: Jinhua Zhu <1462540095@qq.com> Date: Mon, 19 Jun 2023 21:56:13 +0800 Subject: [PATCH 89/92] correct load v3 (#125) --- scripts/translate_jax_params.py | 10 ++++++++-- 1 file changed, 8 insertions(+), 2 deletions(-) diff --git a/scripts/translate_jax_params.py b/scripts/translate_jax_params.py index a319b1a..4860d42 100644 --- a/scripts/translate_jax_params.py +++ b/scripts/translate_jax_params.py @@ -57,7 +57,7 @@ class Param: param: Union[torch.Tensor, List[torch.Tensor]] param_type: ParamType = ParamType.Other stacked: bool = False - swap: bool = False + swap: bool = False def _process_translations_dict(d, top_layer=True): @@ -101,6 +101,7 @@ def stacked(param_dict_list, out=None): param=[param.param for param in v], param_type=v[0].param_type, stacked=True, + swap=v[0].swap ) out[k] = stacked_param @@ -122,7 +123,12 @@ def assign(translation_dict, orig_weights): try: weights = list(map(param_type.transformation, weights)) for p, w in zip(ref, weights): - p.copy_(w) + if param.swap: + index = p.shape[0]//2 + p[:index].copy_(w[index:]) + p[index:].copy_(w[:index]) + else: + p.copy_(w) except: print(k) print(ref[0].shape) From 263d6dd7d212810aad48102d4bbf0bdcf02960a2 Mon Sep 17 00:00:00 2001 From: hypnopump Date: Sat, 21 Oct 2023 17:31:13 +0200 Subject: [PATCH 90/92] adding flash v2 torch for mask, custom for bias --- train_monomer_demo.sh | 13 +-- unifold/modules/attentions.py | 148 ++++++++++++++++++++++++++-------- 2 files changed, 123 insertions(+), 38 deletions(-) diff --git a/train_monomer_demo.sh b/train_monomer_demo.sh index 421006b..e907009 100755 --- a/train_monomer_demo.sh +++ b/train_monomer_demo.sh @@ -2,15 +2,16 @@ [ -z "${n_gpu}" ] && n_gpu=$(nvidia-smi -L | wc -l) export NCCL_ASYNC_ERROR_HANDLING=1 export OMP_NUM_THREADS=1 -mkdir -p $1 +mkdir -p temp tmp_dir=`mktemp -d` -python -m torch.distributed.launch --nproc_per_node=$n_gpu --master_port $MASTER_PORT $(which unicore-train) ./example_data/ --user-dir unifold \ +# --tensorboard-logdir $1/tsb/ +torchrun --nproc_per_node=$n_gpu --master_port $MASTER_PORT $(which unicore-train) ./example_data/ --user-dir unifold \ --num-workers 8 --ddp-backend=no_c10d \ --task af2 --loss af2 --arch af2 \ --optimizer adam --adam-betas '(0.9, 0.999)' --adam-eps 1e-6 --clip-norm 0.0 --per-sample-clip-norm 0.1 --allreduce-fp32-grad \ - --lr-scheduler exponential_decay --lr 1e-3 --warmup-updates 1000 --decay-ratio 0.95 --decay-steps 50000 --batch-size 1 \ - --update-freq 1 --seed 42 --tensorboard-logdir $1/tsb/ \ - --max-update 1000 --max-epoch 1 --log-interval 10 --log-format simple \ + --lr-scheduler exponential_decay --lr 1e-3 --warmup-updates 10 --decay-ratio 0.95 --decay-steps 50000 --batch-size 1 \ + --update-freq 1 --seed 42 \ + --max-update 1000 --max-epoch 1 --log-interval 1 --log-format tqdm \ --save-interval-updates 100 --validate-interval-updates 100 --keep-interval-updates 5 --no-epoch-checkpoints \ - --save-dir $1 --tmp-save-dir $tmp_dir --required-batch-size-multiple 1 --ema-decay 0.999 --bf16 --bf16-sr # for V100 or older GPUs, you can disable --bf16 for faster speed. + --save-dir temp --tmp-save-dir $tmp_dir --required-batch-size-multiple 1 --ema-decay 0.999 --fp16 # --bf16 --bf16-sr # for V100 or older GPUs, you can disable --bf16 for faster speed. rm -rf $tmp_dir \ No newline at end of file diff --git a/unifold/modules/attentions.py b/unifold/modules/attentions.py index e44ac38..1647dca 100644 --- a/unifold/modules/attentions.py +++ b/unifold/modules/attentions.py @@ -9,13 +9,25 @@ from unicore.modules import ( softmax_dropout, LayerNorm, + attention ) +try: + import trident as td + FLASHV2_AVAILABLE = True +except ImportError: + print(f"Could not import trident. Disabling default flash attention") + FLASHV2_AVAILABLE = False -def gen_attn_mask(mask, neg_inf): + +TORCH_FLASH = True + + +def gen_attn_mask(mask: torch.Tensor, neg_inf: float) -> torch.Tensor: + """ Masked fill with neg value to mask attn scores. """ assert neg_inf < -1e4 - attn_mask = torch.zeros_like(mask) - attn_mask[mask == 0] = neg_inf + attn_mask = torch.full_like(mask, fill_value=neg_inf) + attn_mask.masked_fill_(mask.bool(), 0.) return attn_mask @@ -32,6 +44,7 @@ def __init__( super(Attention, self).__init__() self.num_heads = num_heads + self.head_dim = head_dim total_dim = head_dim * self.num_heads self.gating = gating self.linear_q = Linear(q_dim, total_dim, bias=False, init="glorot") @@ -52,34 +65,81 @@ def forward( mask: torch.Tensor = None, bias: Optional[torch.Tensor] = None, ) -> torch.Tensor: + """ Notation: + - b: batch + - n: num_seqs (or auxiliary batch dims, sometimes=n l) + - h: head + - i: length (of q) + - j: length (of k and/or v) + - d: hidden dim + - d_h: head_dim + Inputs: + * q, k, v: (b, n, i, d) torch.Tensor + * mask: (b, n, (h=1), (i=1), j) torch.Tensor float mode (w/ -inf) + * bias: (b, (n=1), h, i, j) torch.Tensor + """ g = None if self.linear_g is not None: # gating, use raw query input g = self.linear_g(q) + # (b, n, i, d) -> (b, n, i, (h dim_head)) q = self.linear_q(q) - q *= self.norm k = self.linear_k(k) v = self.linear_v(v) - q = q.view(q.shape[:-1] + (self.num_heads, -1)).transpose(-2, -3).contiguous() - k = k.view(k.shape[:-1] + (self.num_heads, -1)).transpose(-2, -3).contiguous() - v = v.view(v.shape[:-1] + (self.num_heads, -1)).transpose(-2, -3) - - attn = torch.matmul(q, k.transpose(-1, -2)) - del q, k - - attn = softmax_dropout(attn, 0, self.training, mask=mask, bias=bias) - o = torch.matmul(attn, v) - del attn, v + batch_dims = q.shape[:-2] + + if bias is None and TORCH_FLASH: + # (b, n, i, (h dim_head)) -> (b, n, h, i, dim_head) + q = q.view(*q.shape[:-1], self.num_heads, self.head_dim).transpose(-2, -3).contiguous() + k = k.view(*k.shape[:-1], self.num_heads, self.head_dim).transpose(-2, -3).contiguous() + v = v.view(*v.shape[:-1], self.num_heads, self.head_dim).transpose(-2, -3) + # (b, n, h, i, dim_head), (b, n, h, j, dim_head) -> (b, n, h, i, dim_head) + o = torch.nn.functional.scaled_dot_product_attention(q, k, v, attn_mask=mask) + del q, k, v + + # custom kernel for pair bias + elif FLASHV2_AVAILABLE and self.head_dim >= 16: + # (mask, bias) -> (b, n, h, i, j) -> ((b n), h, i, j) + new_bias = mask + bias + new_bias.clamp_(min=torch.finfo(new_bias.dtype).min) + new_bias = new_bias.view(-1, *new_bias.shape[-3:]).contiguous() + + # (b, n, i, (h dim_head)) -> ((b n), h, i, dim_head) + q = q.view(-1, q.shape[-2], self.num_heads, self.head_dim).transpose(-2, -3).contiguous() + k = k.view(-1, k.shape[-2], self.num_heads, self.head_dim).transpose(-2, -3).contiguous() + v = v.view(-1, v.shape[-2], self.num_heads, self.head_dim).transpose(-2, -3) + + # ((b n), h, i, dim_head) -> ((b n), h, i, dim_head) -> (b, n, h, i dim_head) ; torch for bool mask only + o = td.function.scaled_dot_product_attention(q, k, v, attn_mask=new_bias) + o = o.view(*batch_dims, *o.shape[-3:]) + del q, k, v + else: + # (b, n, i, (h dim_head)) -> (b, n, h, i, dim_head) + q = q.view(q.shape[:-1] + (self.num_heads, -1)).transpose(-2, -3).contiguous() + k = k.view(k.shape[:-1] + (self.num_heads, -1)).transpose(-2, -3).contiguous() + v = v.view(v.shape[:-1] + (self.num_heads, -1)).transpose(-2, -3) + + q *= self.norm + # (b, n, h, i, dim_head), (b, n, h, dim_head, j) -> (b, n, h, i, j) + attn = torch.matmul(q, k.transpose(-1, -2)) + del q, k + + # (b, n, h, i, j) -> (b, n, h, i, j), (b, n, h, j, dim_head) -> (b, n, h, i, dim_head) + attn = softmax_dropout(attn, 0, self.training, mask=mask, bias=bias) + o = torch.matmul(attn, v) + del attn, v + + # (b, n, h, i, dim_head) -> (b, n, i, h, dim_head) -> (b, n, i, (h dim_head)) o = o.transpose(-2, -3).contiguous() o = o.view(*o.shape[:-2], -1) if g is not None: o = torch.sigmoid(g) * o - # merge heads + # (b, n, i, (h dim_head)) -> (b, n, i, d) o = nn.functional.linear(o, self.linear_o.weight) return o @@ -92,6 +152,7 @@ def __init__(self, input_dim, head_dim, num_heads, inf, eps): super(GlobalAttention, self).__init__() self.num_heads = num_heads + self.head_dim = head_dim self.inf = inf self.eps = eps self.linear_q = Linear( @@ -106,37 +167,62 @@ def __init__(self, input_dim, head_dim, num_heads, inf, eps): self.norm = head_dim**-0.5 def forward(self, x: torch.Tensor, mask: torch.Tensor) -> torch.Tensor: - - # gating + """ Notation: + - b: batch + - l: length + - d: input_dim / hidden dim depending on context + - h: num_heads + - s: num_sequences + Inputs: + * x: (b, l, s, d) torch.Tensor + * mask: (b, l, s) torch.Tensor + Outputs: (b, l, s, (h dim_head)) torch.Tensor + """ + # (b, l, s, d) -> (b, l, s, (h dim_head)) # gating g = self.sigmoid(self.linear_g(x)) + # (b, l, s, d) -> (b, l, s, dim_head) k = self.linear_k(x) v = self.linear_v(x) - + # (b, l, s, d), (b, l, s, 1) -> (b, l, d), (b, l, 1) -> (b, l, d) q = torch.sum(x * mask.unsqueeze(-1), dim=-2) / ( - torch.sum(mask, dim=-1, keepdims=True) + self.eps + torch.sum(mask, dim=-1, keepdim=True).add_(self.eps) ) + # (b, l, d) -> (b, l, (h dim_head)) q = self.linear_q(q) - q *= self.norm + # (b, l, (h dim_head)) -> (b, l, h, dim_head) q = q.view(q.shape[:-1] + (self.num_heads, -1)) - attn = torch.matmul(q, k.transpose(-1, -2)) - del q, k + if TORCH_FLASH: + # (b, l, h, i=1, dim_head), (b, l, h=1, s, dim_head) -> (b, l, h, dim_head) + o = torch.nn.functional.scaled_dot_product_attention( + q.unsqueeze_(-2), + k.unsqueeze_(-3), + v.unsqueeze_(-3), + # (b, l, s) -> (b, l, h=1, i=1, s) + attn_mask=mask[..., None, None, :] + ).squeeze_(-2) + del q, k, v + else: + q *= self.norm + # (b, l, h, dim_head), (b, l, s, dim_head) -> (b, l, h, s) + attn = torch.matmul(q, k.transpose(-1, -2)) + del q, k - attn_mask = gen_attn_mask(mask, -self.inf)[..., :, None, :] - attn = softmax_dropout(attn, 0, self.training, mask=attn_mask) + attn_mask = gen_attn_mask(mask, -self.inf)[..., :, None, :] + attn = softmax_dropout(attn, 0, self.training, mask=attn_mask) - o = torch.matmul( - attn, - v, - ) - del attn, v + # (b, l, h, s), (b, l, s, dim_head) -> (b, l, h, dim_head) + o = torch.matmul(attn, v) + del attn, v + # (b, l, s, (h dim_head)) -> (b, l, s, h, dim_head) g = g.view(g.shape[:-1] + (self.num_heads, -1)) + # (b, l, h, dim_head), (b, l, s, h, dim_head) -> (b, l, s, h, dim_head) o = o.unsqueeze(-3) * g del g - # merge heads + # (b, l, s, h, dim_head) -> (b, l, s, (h dim_head)) # merge heads o = o.reshape(o.shape[:-2] + (-1,)) return self.linear_o(o) @@ -221,7 +307,6 @@ def forward( attn_mask: Optional[torch.Tensor] = None, chunk_size: Optional[int] = None, ) -> torch.Tensor: - bias = None if self.pair_bias: z = self.layer_norm_z(z) @@ -327,7 +412,6 @@ def forward( mask: Optional[torch.Tensor] = None, chunk_size: Optional[int] = None, ) -> torch.Tensor: - m = m.transpose(-2, -3) mask = mask.transpose(-1, -2) From 9fa677d9f6b05596b943b19f0653fad6ea9eb950 Mon Sep 17 00:00:00 2001 From: hypnopump Date: Thu, 21 Dec 2023 23:05:56 +0100 Subject: [PATCH 91/92] 40% faster but grads are nan --- train_monomer.sh | 2 ++ train_monomer_demo.sh | 6 ++-- unifold/modules/attentions.py | 62 ++++++++++++++++++----------------- unifold/modules/evoformer.py | 9 +++-- 4 files changed, 44 insertions(+), 35 deletions(-) diff --git a/train_monomer.sh b/train_monomer.sh index 3f7f112..b7a8472 100755 --- a/train_monomer.sh +++ b/train_monomer.sh @@ -12,6 +12,8 @@ [ -z "${OMPI_COMM_WORLD_SIZE}" ] && OMPI_COMM_WORLD_SIZE=1 [ -z "${OMPI_COMM_WORLD_RANK}" ] && OMPI_COMM_WORLD_RANK=0 +# 1. ??? 2. save dir + export NCCL_ASYNC_ERROR_HANDLING=1 export OMP_NUM_THREADS=1 echo "n_gpu per node" $n_gpu diff --git a/train_monomer_demo.sh b/train_monomer_demo.sh index e907009..8decccf 100755 --- a/train_monomer_demo.sh +++ b/train_monomer_demo.sh @@ -5,13 +5,15 @@ export OMP_NUM_THREADS=1 mkdir -p temp tmp_dir=`mktemp -d` # --tensorboard-logdir $1/tsb/ +# --save-dir temp --tmp-save-dir $tmp_dir \ torchrun --nproc_per_node=$n_gpu --master_port $MASTER_PORT $(which unicore-train) ./example_data/ --user-dir unifold \ - --num-workers 8 --ddp-backend=no_c10d \ + --num-workers 0 --ddp-backend=no_c10d \ --task af2 --loss af2 --arch af2 \ --optimizer adam --adam-betas '(0.9, 0.999)' --adam-eps 1e-6 --clip-norm 0.0 --per-sample-clip-norm 0.1 --allreduce-fp32-grad \ --lr-scheduler exponential_decay --lr 1e-3 --warmup-updates 10 --decay-ratio 0.95 --decay-steps 50000 --batch-size 1 \ --update-freq 1 --seed 42 \ --max-update 1000 --max-epoch 1 --log-interval 1 --log-format tqdm \ + --save-dir temp --tmp-save-dir $tmp_dir \ --save-interval-updates 100 --validate-interval-updates 100 --keep-interval-updates 5 --no-epoch-checkpoints \ - --save-dir temp --tmp-save-dir $tmp_dir --required-batch-size-multiple 1 --ema-decay 0.999 --fp16 # --bf16 --bf16-sr # for V100 or older GPUs, you can disable --bf16 for faster speed. + --required-batch-size-multiple 1 --ema-decay 0.999 --fp16 # --bf16 --bf16-sr # for V100 or older GPUs, you can disable --bf16 for faster speed. rm -rf $tmp_dir \ No newline at end of file diff --git a/unifold/modules/attentions.py b/unifold/modules/attentions.py index 1647dca..ee8866b 100644 --- a/unifold/modules/attentions.py +++ b/unifold/modules/attentions.py @@ -13,10 +13,10 @@ ) try: - import trident as td + from flag_attn import flash_attention FLASHV2_AVAILABLE = True except ImportError: - print(f"Could not import trident. Disabling default flash attention") + print(f"Could not import FlagAttention. Disabling default flash attention") FLASHV2_AVAILABLE = False @@ -89,48 +89,50 @@ def forward( v = self.linear_v(v) batch_dims = q.shape[:-2] - - if bias is None and TORCH_FLASH: - # (b, n, i, (h dim_head)) -> (b, n, h, i, dim_head) - q = q.view(*q.shape[:-1], self.num_heads, self.head_dim).transpose(-2, -3).contiguous() - k = k.view(*k.shape[:-1], self.num_heads, self.head_dim).transpose(-2, -3).contiguous() - v = v.view(*v.shape[:-1], self.num_heads, self.head_dim).transpose(-2, -3) - # (b, n, h, i, dim_head), (b, n, h, j, dim_head) -> (b, n, h, i, dim_head) - o = torch.nn.functional.scaled_dot_product_attention(q, k, v, attn_mask=mask) - del q, k, v + h = self.num_heads + h_d = self.head_dim # custom kernel for pair bias - elif FLASHV2_AVAILABLE and self.head_dim >= 16: + if FLASHV2_AVAILABLE and self.head_dim >= 16 and q.shape[-2] != 1: # (mask, bias) -> (b, n, h, i, j) -> ((b n), h, i, j) - new_bias = mask + bias + if bias is not None: + new_bias = mask + bias + else: + new_bias = mask new_bias.clamp_(min=torch.finfo(new_bias.dtype).min) new_bias = new_bias.view(-1, *new_bias.shape[-3:]).contiguous() # (b, n, i, (h dim_head)) -> ((b n), h, i, dim_head) - q = q.view(-1, q.shape[-2], self.num_heads, self.head_dim).transpose(-2, -3).contiguous() - k = k.view(-1, k.shape[-2], self.num_heads, self.head_dim).transpose(-2, -3).contiguous() - v = v.view(-1, v.shape[-2], self.num_heads, self.head_dim).transpose(-2, -3) + q = q.view(-1, q.shape[-2], h, h_d).transpose(-2, -3).contiguous() + k = k.view(-1, k.shape[-2], h, h_d).transpose(-2, -3).contiguous() + v = v.view(-1, v.shape[-2], h, h_d).transpose(-2, -3).contiguous() # ((b n), h, i, dim_head) -> ((b n), h, i, dim_head) -> (b, n, h, i dim_head) ; torch for bool mask only - o = td.function.scaled_dot_product_attention(q, k, v, attn_mask=new_bias) + o = flash_attention(q, k, v, bias=new_bias) o = o.view(*batch_dims, *o.shape[-3:]) del q, k, v - else: + else: # (b, n, i, (h dim_head)) -> (b, n, h, i, dim_head) - q = q.view(q.shape[:-1] + (self.num_heads, -1)).transpose(-2, -3).contiguous() - k = k.view(k.shape[:-1] + (self.num_heads, -1)).transpose(-2, -3).contiguous() - v = v.view(v.shape[:-1] + (self.num_heads, -1)).transpose(-2, -3) + q = q.view(*q.shape[:-1], h, h_d).transpose(-2, -3).contiguous() + k = k.view(*k.shape[:-1], h, h_d).transpose(-2, -3).contiguous() + v = v.view(*v.shape[:-1], h, h_d).transpose(-2, -3) + + if bias is None and TORCH_FLASH: + # (b, n, h, i, dim_head), (b, n, h, j, dim_head) -> (b, n, h, i, dim_head) + o = torch.nn.functional.scaled_dot_product_attention(q, k, v, attn_mask=mask) + del q, k, v - q *= self.norm - # (b, n, h, i, dim_head), (b, n, h, dim_head, j) -> (b, n, h, i, j) - attn = torch.matmul(q, k.transpose(-1, -2)) - del q, k - - # (b, n, h, i, j) -> (b, n, h, i, j), (b, n, h, j, dim_head) -> (b, n, h, i, dim_head) - attn = softmax_dropout(attn, 0, self.training, mask=mask, bias=bias) - o = torch.matmul(attn, v) - del attn, v + else: + q *= self.norm + # (b, n, h, i, dim_head), (b, n, h, dim_head, j) -> (b, n, h, i, j) + attn = torch.matmul(q, k.transpose(-1, -2)) + del q, k + + # (b, n, h, i, j) -> (b, n, h, i, j), (b, n, h, j, dim_head) -> (b, n, h, i, dim_head) + attn = softmax_dropout(attn, 0, self.training, mask=mask, bias=bias) + o = torch.matmul(attn, v) + del attn, v # (b, n, h, i, dim_head) -> (b, n, i, h, dim_head) -> (b, n, i, (h dim_head)) o = o.transpose(-2, -3).contiguous() diff --git a/unifold/modules/evoformer.py b/unifold/modules/evoformer.py index 9e14e80..49c5e3f 100644 --- a/unifold/modules/evoformer.py +++ b/unifold/modules/evoformer.py @@ -26,6 +26,9 @@ from unicore.utils import checkpoint_sequential +COMPILE_BLOCKS = True + + class EvoformerIteration(nn.Module): def __init__( self, @@ -240,8 +243,7 @@ def __init__( self.blocks = SimpleModuleList() for _ in range(num_blocks): - self.blocks.append( - EvoformerIteration( + block = EvoformerIteration( d_msa=d_msa, d_pair=d_pair, d_hid_msa_att=d_hid_msa_att, @@ -258,7 +260,8 @@ def __init__( eps=eps, _is_extra_msa_stack=_is_extra_msa_stack, ) - ) + self.blocks.append(block) + if not self._is_extra_msa_stack: self.linear = Linear(d_msa, d_single) else: From 189443ec4033e1c9caa98b0cfe005783d3c3e5bf Mon Sep 17 00:00:00 2001 From: hypnopump Date: Thu, 21 Dec 2023 23:06:14 +0100 Subject: [PATCH 92/92] 40% faster but grads are nan

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