From 3abe9a3667307814a0dd61695e23a5379af0d03c Mon Sep 17 00:00:00 2001 From: Edwin Date: Mon, 20 Nov 2023 16:18:57 -0600 Subject: [PATCH 1/3] CPU(windows, linux, and mac) dll --- mzLib/Proteomics/Proteomics.csproj | 8 + .../RetentionTimePrediction/Chronologer.cs | 149 +++ .../Chronologer_20220601193755_TorchSharp.dat | Bin 0 -> 483050 bytes mzLib/Test/DataFiles/ChronologerTest.tsv | 61 + mzLib/Test/Test.csproj | 5 + mzLib/Test/TestRetentionTimePrediction.cs | 1188 +++++++++-------- 6 files changed, 878 insertions(+), 533 deletions(-) create mode 100644 mzLib/Proteomics/RetentionTimePrediction/Chronologer.cs create mode 100644 mzLib/Proteomics/RetentionTimePrediction/Chronologer_20220601193755_TorchSharp.dat create mode 100644 mzLib/Test/DataFiles/ChronologerTest.tsv diff --git a/mzLib/Proteomics/Proteomics.csproj b/mzLib/Proteomics/Proteomics.csproj index 5b87fbed8..6f5b75341 100644 --- a/mzLib/Proteomics/Proteomics.csproj +++ b/mzLib/Proteomics/Proteomics.csproj @@ -9,6 +9,11 @@ full true + + + + + @@ -21,6 +26,9 @@ Always + + Always + diff --git a/mzLib/Proteomics/RetentionTimePrediction/Chronologer.cs b/mzLib/Proteomics/RetentionTimePrediction/Chronologer.cs new file mode 100644 index 000000000..2410b9261 --- /dev/null +++ b/mzLib/Proteomics/RetentionTimePrediction/Chronologer.cs @@ -0,0 +1,149 @@ +using System; +using System.IO; +using TorchSharp; +using TorchSharp.Modules; + +namespace Proteomics.RetentionTimePrediction +{ + /// + /// Chronologer is a deep learning model for highly accurate prediction of peptide C18 retention times (reported in % ACN). + /// Chronologer was trained on a new large harmonized database of > 2.6 million retention time observations + /// (2.25M unique peptides) constructed from 11 community datasets + /// and natively supports prediction of 17 different modification types. + /// With only a few observations of a new modification type (> 10 peptides), + /// Chronologer can be easily re-trained to predict up to 10 user supplied modifications. + /// + /// Damien Beau Wilburn, Ariana E. Shannon, Vic Spicer, Alicia L. Richards, Darien Yeung, Danielle L. Swaney, Oleg V. Krokhin, Brian C. Searle + /// bioRxiv 2023.05.30.542978; doi: https://doi.org/10.1101/2023.05.30.542978 + /// + /// https://github.com/searlelab/chronologer + /// + /// Licensed under Apache License 2.0 + /// + /// + public class Chronologer : torch.nn.Module + { + public Chronologer() : this(Path.Combine(AppDomain.CurrentDomain.BaseDirectory, + "RetentionTimePrediction", + "Chronologer_20220601193755_TorchSharp.dat")) { } + + /// + /// Initializes a new instance of the Chronologer model class with pre-trained weights from the paper + /// Deep learning from harmonized peptide libraries enables retention time prediction of diverse post + /// translational modifications paper (https://github.com/searlelab/chronologer). + /// Eval mode is set to true and training mode is set to false by default. + /// + /// Please use .Predict() for using the model, not .forward(). + /// + /// + /// + public Chronologer(string weightsPath, bool evalMode = true) : base(nameof(Chronologer)) + { + RegisterComponents(); + + LoadWeights(weightsPath);//loads weights from the file + + if (evalMode) + { + this.eval(); + this.train(false); + } + } + + /// + /// Do not use for inferring. Use .Predict() instead. + /// + /// + /// + public override torch.Tensor forward(torch.Tensor x) + { + var input = seq_embed.forward(x).transpose(1, -1); + + var residual = input.clone(); + input = conv_layer_1.forward(input); //renet_block + input = norm_layer_1.forward(input); + input = relu.forward(input); + input = conv_layer_2.forward(input); + input = norm_layer_2.forward(input); + input = relu.forward(input); + input = term_block.forward(input); + input = residual + input; + input = relu.forward(input); + + residual = input.clone(); + input = conv_layer_4.forward(input);//renet_block + input = norm_layer_4.forward(input); + input = relu.forward(input); + input = conv_layer_5.forward(input); + input = norm_layer_5.forward(input); + input = relu.forward(input); + input = term_block.forward(input); + input = residual + input; + input = relu.forward(input); + + residual = input.clone(); + input = conv_layer_7.forward(input);//renet_block + input = norm_layer_7.forward(input); + input = term_block.forward(input); + input = relu.forward(input); + input = conv_layer_8.forward(input); + input = norm_layer_8.forward(input); + input = relu.forward(input); + input = term_block.forward(input); + input = residual + input; + input = relu.forward(input); + + input = dropout.forward(input); + input = flatten.forward(input); + input = output.forward(input); + + return input; + } + + /// + /// Loads pre-trained weights from the file Chronologer_20220601193755_TorchSharp.dat. + /// + /// + private void LoadWeights(string weightsPath) + { + //load weights from the file + this.load(weightsPath, true); + } + + /// + /// Predicts the retention time of the input peptide sequence. The input must be a torch.Tensor of shape (1, 52). + /// + /// + /// + public torch.Tensor Predict(torch.Tensor input) + { + return this.call(input); + } + + //All Modules (shortcut modules are for loading the weights only) + private Embedding seq_embed = torch.nn.Embedding(55, 64, 0); + private torch.nn.Module conv_layer_1 = torch.nn.Conv1d(64, 64, 1, Padding.Same, dilation: 1); + private torch.nn.Module conv_layer_2 = torch.nn.Conv1d(64, 64, 7, Padding.Same, dilation: 1); + private torch.nn.Module conv_layer_3 = torch.nn.Conv1d(64, 64, 1, Padding.Same, dilation: 1); //shortcut + private torch.nn.Module conv_layer_4 = torch.nn.Conv1d(64, 64, 1, Padding.Same, dilation: 2); + private torch.nn.Module conv_layer_5 = torch.nn.Conv1d(64, 64, 7, Padding.Same, dilation: 2); + private torch.nn.Module conv_layer_6 = torch.nn.Conv1d(64, 64, 1, Padding.Same, dilation: 2); //shortcut + private torch.nn.Module conv_layer_7 = torch.nn.Conv1d(64, 64, 1, Padding.Same, dilation: 3); + private torch.nn.Module conv_layer_8 = torch.nn.Conv1d(64, 64, 7, Padding.Same, dilation: 3); + private torch.nn.Module conv_layer_9 = torch.nn.Conv1d(64, 64, 1, Padding.Same, dilation: 3); //shortcut + private torch.nn.Module norm_layer_1 = torch.nn.BatchNorm1d(64); + private torch.nn.Module norm_layer_2 = torch.nn.BatchNorm1d(64); + private torch.nn.Module norm_layer_3 = torch.nn.BatchNorm1d(64); //shortcut + private torch.nn.Module norm_layer_4 = torch.nn.BatchNorm1d(64); + private torch.nn.Module norm_layer_5 = torch.nn.BatchNorm1d(64); + private torch.nn.Module norm_layer_6 = torch.nn.BatchNorm1d(64); //shortcut + private torch.nn.Module norm_layer_7 = torch.nn.BatchNorm1d(64); + private torch.nn.Module norm_layer_8 = torch.nn.BatchNorm1d(64); + private torch.nn.Module norm_layer_9 = torch.nn.BatchNorm1d(64); + private torch.nn.Module term_block = torch.nn.Identity(); + private torch.nn.Module relu = torch.nn.ReLU(true); + private torch.nn.Module dropout = torch.nn.Dropout(0.01); + private torch.nn.Module flatten = torch.nn.Flatten(1); + private torch.nn.Module output = torch.nn.Linear(52 * 64, 1); + } +} diff --git a/mzLib/Proteomics/RetentionTimePrediction/Chronologer_20220601193755_TorchSharp.dat b/mzLib/Proteomics/RetentionTimePrediction/Chronologer_20220601193755_TorchSharp.dat new file mode 100644 index 0000000000000000000000000000000000000000..6c3f699a36848c08d6768e3878cf9a3af9491386 GIT binary patch literal 483050 zcmXt9_dnKO8#l7|%8aZKi6r7a=YvwoOwv**snAkFgX}`Kvc4iwL_A^{dajE+T*>~Fv#0y|A7F09y2SM=sujX?GUKj zn?iV=3c&px-AGV60~X)VAlFCx!Bnn0QI_ooYl79_s@|ViZiN%ETd*20xXgkj_6Kl$ z#2R4QTZdOX)WzR6_8}AhyFiJ@n%p)xg&$sD2bWyV1RCZusCCEz6=$SbroL#vy9bj1 z9ZZIa;e7C?%o&!*v6t8(u@tNi(;>6M%K@t=4_pWk200u*yu?5a^j)3>TRQmgq5U@j z-DOJ#1}?B(+;_v#Yi-HPOg2t$IgC3Vy#jBi?BQG6uUOx?9$e|G2YWv85UE$kAeVO! zYoUP=@VAm95}~KCT9gPBTl*PL8B;*l?861E{wU%4B0&43P~m@4Sm)be+eKuEEy#ozC_H+X4x;-pT&E4xbXLnSJ2D8t>jAkI{et~GLAO6iqrcw 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