From 0420005ff1924938c012d155a60e6d2e44c2d26f Mon Sep 17 00:00:00 2001 From: suzannejin Date: Wed, 11 Feb 2026 13:24:06 +0100 Subject: [PATCH 01/18] set back to cpu mode when finishing test-PROPD-lrm-lrv.R --- tests/testthat/test-PROPD-lrm-lrv.R | 3 +++ 1 file changed, 3 insertions(+) diff --git a/tests/testthat/test-PROPD-lrm-lrv.R b/tests/testthat/test-PROPD-lrm-lrv.R index eeb5441b..5fdc2619 100644 --- a/tests/testthat/test-PROPD-lrm-lrv.R +++ b/tests/testthat/test-PROPD-lrm-lrv.R @@ -83,4 +83,7 @@ test_that("GPU and CPU propd results are numerically equivalent", { tolerance = 1e-3, scale = 1 ) + + # set back to CPU for other tests + options(propr.use_gpu = FALSE) }) From 1a0085d0d4b155b0562c25862383e59be1263acb Mon Sep 17 00:00:00 2001 From: suzannejin Date: Wed, 11 Feb 2026 16:11:15 +0100 Subject: [PATCH 02/18] remove line in test for replacing nan values --- tests/testthat/test-PROPD-theta.R | 2 -- tests/testthat/test-PROPD-weight.R | 4 ---- 2 files changed, 6 deletions(-) diff --git a/tests/testthat/test-PROPD-theta.R b/tests/testthat/test-PROPD-theta.R index 2beef6fa..b7ce1e48 100644 --- a/tests/testthat/test-PROPD-theta.R +++ b/tests/testthat/test-PROPD-theta.R @@ -52,7 +52,6 @@ test_that("active theta_e matches calculation using theta_d", { (n2 - 1) * pd@results$lrv2 ) / ((n1 + n2 - 1) * pd@results$lrv) - theta_e_expected[!is.finite(theta_e_expected)] <- 1 expect_equal( setActive(pd, what = "theta_e")@results$theta, theta_e_expected @@ -84,7 +83,6 @@ test_that("active theta_e matches calculation using theta_d", { ps[[2]] * pd_w@results$lrv2 ) / (p * pd_w@results$lrv) - theta_e_expected_w[!is.finite(theta_e_expected_w)] <- 1 expect_equal( setActive(pd_w, what = "theta_e")@results$theta, theta_e_expected_w diff --git a/tests/testthat/test-PROPD-weight.R b/tests/testthat/test-PROPD-weight.R index 6849f08d..09db90d2 100644 --- a/tests/testthat/test-PROPD-weight.R +++ b/tests/testthat/test-PROPD-weight.R @@ -127,10 +127,6 @@ test_that("test that weights are properly incorporated to theta", { # calculate theta theta <- (omega1 * lrv1 + omega2 * lrv2) / (omega * lrv) - bad <- is.na(lrv1) || is.na(lrv2) || is.na(lrv) || (lrv == 0) - if (bad || !is.finite(theta)) { - theta <- 1 - } theta_e <- c(theta_e, theta) } } From 71eb178a7db8818d356b2633ec6cce3c9e2940f0 Mon Sep 17 00:00:00 2001 From: suzannejin Date: Wed, 11 Feb 2026 16:13:25 +0100 Subject: [PATCH 03/18] remove unnecesary files --- .gitmodules | 3 --- propr_5.1.7.tar.gz | Bin 1089828 -> 0 bytes thirdparty/Catch2 | 1 - 3 files changed, 4 deletions(-) delete mode 100644 propr_5.1.7.tar.gz delete mode 160000 thirdparty/Catch2 diff --git a/.gitmodules b/.gitmodules index 7333d56f..987214db 100644 --- a/.gitmodules +++ b/.gitmodules @@ -1,6 +1,3 @@ [submodule "bench/nvbench"] path = bench/nvbench url = https://github.com/NVIDIA/nvbench.git -[submodule "thirdparty/Catch2"] - path = thirdparty/Catch2 - url = https://github.com/catchorg/Catch2.git diff --git a/propr_5.1.7.tar.gz 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zjDTU80ng%}qR$-`wzPJ%kd#AF(6|t;TnM+`LL9}DnUu&xyR`a-k!2_^^Q_D*gHs$L cMPA>CP@A94&*o?I^F{vrKR|pYDFB8(0FE67TL1t6 diff --git a/thirdparty/Catch2 b/thirdparty/Catch2 deleted file mode 160000 index ee1450f2..00000000 --- a/thirdparty/Catch2 +++ /dev/null @@ -1 +0,0 @@ -Subproject commit ee1450f268dfd5c13aa8670ba97e93cabaf2e15d From b2d0e2eec9b22a6262e2dcaf23331e23b87df950 Mon Sep 17 00:00:00 2001 From: suzannejin Date: Wed, 11 Feb 2026 16:14:51 +0100 Subject: [PATCH 04/18] add singularity definition files --- singularity/build.sh | 35 ++++++++ singularity/singularity-r-new.def | 116 ++++++++++++++++++++++++++ singularity/stage1-base.def | 43 ++++++++++ singularity/stage2-r-install.def | 46 ++++++++++ singularity/stage3-r-packages.def | 47 +++++++++++ singularity/stage4-r-propr-cuda.def | 65 +++++++++++++++ singularity/stage4-r-propr-master.def | 46 ++++++++++ 7 files changed, 398 insertions(+) create mode 100755 singularity/build.sh create mode 100644 singularity/singularity-r-new.def create mode 100644 singularity/stage1-base.def create mode 100644 singularity/stage2-r-install.def create mode 100644 singularity/stage3-r-packages.def create mode 100644 singularity/stage4-r-propr-cuda.def create mode 100644 singularity/stage4-r-propr-master.def diff --git a/singularity/build.sh b/singularity/build.sh new file mode 100755 index 00000000..636da836 --- /dev/null +++ b/singularity/build.sh @@ -0,0 +1,35 @@ +#!/bin/bash +set -e + +# Build Singularity images in stages. +# Each stage only rebuilds if its .sif doesn't already exist, +# or if you pass the stage number to force a rebuild. +# +# Usage: +# ./build.sh # build all missing stages +# ./build.sh 2 # force rebuild from stage 2 onward +# ./build.sh 3 # force rebuild stage 3 only + +FORCE_FROM=${1:-99} # default: don't force anything, only build missing + +build_stage() { + local num=$1 + local def=$2 + local sif=$3 + + if [ "$FORCE_FROM" -le "$num" ] || [ ! -f "$sif" ]; then + echo "=== Building stage $num: $def -> $sif ===" + singularity build "$sif" "$def" + else + echo "=== Stage $num ($sif) already exists, skipping ===" + fi +} + +build_stage 1 stage1-base.def stage1-base.sif +build_stage 2 stage2-r-install.def stage2-r-install.sif +build_stage 3 stage3-r-packages.def stage3-r-packages.sif +build_stage 4 stage4-r-propr-cuda.def stage4-r-propr-cuda.sif +build_stage 4 stage4-r-propr-master.def stage4-r-propr-master.sif + +echo "" +echo "Done! Final image finished!" diff --git a/singularity/singularity-r-new.def b/singularity/singularity-r-new.def new file mode 100644 index 00000000..b19d9327 --- /dev/null +++ b/singularity/singularity-r-new.def @@ -0,0 +1,116 @@ +BootStrap: docker +From: nvcr.io/nvidia/nvhpc:25.3-devel-cuda_multi-ubuntu22.04 + +%labels + Maintainer Ziyad AlBanoby + R_Version 4.4.3 + HPC_SDK_Base nvcr.io/nvidia/nvhpc:25.3-devel-cuda_multi-ubuntu22.04 + +%environment + # Ensure locale is correct (inherited from Ubuntu 22.04) + export LC_ALL=en_US.UTF-8 + export LANG=en_US.UTF-8 + + # R version variable (for convenience) + export R_VERSION=4.4.3 + + # Place for host-installed R packages + export R_LIBS_SITE=/library:${R_LIBS_SITE} + +%post + set -e + + ############################################################ + # 1) Install OS-level dependencies & locale (Ubuntu 22.04) # + ############################################################ + export DEBIAN_FRONTEND=noninteractive + apt-get update + apt-get install -y --no-install-recommends \ + wget \ + software-properties-common \ + dirmngr \ + libcurl4-openssl-dev \ + libssl-dev \ + libxml2-dev \ + libcairo2-dev \ + libxt-dev \ + libopenblas-dev \ + locales \ + ca-certificates \ + gnupg \ + libharfbuzz-dev \ + libfribidi-dev \ + libfreetype6-dev \ + libpng-dev \ + libtiff5-dev \ + libjpeg-dev \ + libwebp-dev + + + # Configure default locale (just in case) + echo "en_US.UTF-8 UTF-8" >> /etc/locale.gen + locale-gen en_US.UTF-8 + /usr/sbin/update-locale LANG=en_US.UTF-8 + + ################################################## + # 2) Install R 4.4.3 (exactly as in your original) + ################################################## + wget -qO- https://cloud.r-project.org/bin/linux/ubuntu/marutter_pubkey.asc \ + | tee /etc/apt/trusted.gpg.d/cran_ubuntu_key.asc + + add-apt-repository \ + "deb https://cloud.r-project.org/bin/linux/ubuntu $(lsb_release -cs)-cran40/" + apt-get update + + apt-get install -y --no-install-recommends \ + r-base=${R_VERSION}* \ + r-base-core=${R_VERSION}* \ + r-base-dev=${R_VERSION}* \ + r-recommended=${R_VERSION}* \ + r-base-html=${R_VERSION}* \ + r-doc-html=${R_VERSION}* \ + libcurl4-openssl-dev \ + libssl-dev \ + libxml2-dev \ + libcairo2-dev \ + libxt-dev \ + libopenblas-dev + + # Add a default CRAN mirror + echo "options(repos = c(CRAN = 'https://cran.rstudio.com/'), \ + download.file.method = 'libcurl')" \ + >> /usr/lib/R/etc/Rprofile.site + + # Create a directory for host R libraries + mkdir -p /library + echo "R_LIBS_SITE=/library:\${R_LIBS_SITE}" \ + >> /usr/lib/R/etc/Renviron.site + + ############################################### + # 3) Install R packages + ############################################### + R --quiet -e "install.packages(c('devtools','corpcor', 'ppcor'), dependencies=TRUE)" + + ################################################# + # 4) Clean up APT to reduce final image size + ################################################# + apt-get clean + rm -rf /var/lib/apt/lists/* + +%runscript + # By default, if someone does `singularity run this.sif`, we drop into R + exec R "${@}" + +%apprun R + exec R "${@}" + +%apprun Rscript + exec Rscript "${@}" + +%test + # Verify R version + R --quiet -e "stopifnot(getRversion() == '${R_VERSION}')" + # Verify NVIDIA compilers are present (inherited from base image) + which nvcc || (echo "nvcc not in PATH" && exit 1) + which nvc++ || (echo "nvc++ not in PATH" && exit 1) + echo "R and NVIDIA HPC SDK are installed." \ No newline at end of file diff --git a/singularity/stage1-base.def b/singularity/stage1-base.def new file mode 100644 index 00000000..0e204c31 --- /dev/null +++ b/singularity/stage1-base.def @@ -0,0 +1,43 @@ +BootStrap: docker +From: nvcr.io/nvidia/nvhpc:25.3-devel-cuda_multi-ubuntu22.04 + +%labels + Maintainer Ziyad AlBanoby + Stage base-os-deps + +%post + set -e + + ############################################################ + # 1) Install OS-level dependencies & locale (Ubuntu 22.04) # + ############################################################ + export DEBIAN_FRONTEND=noninteractive + apt-get update + apt-get install -y --no-install-recommends \ + wget \ + software-properties-common \ + dirmngr \ + libcurl4-openssl-dev \ + libssl-dev \ + libxml2-dev \ + libcairo2-dev \ + libxt-dev \ + libopenblas-dev \ + locales \ + ca-certificates \ + gnupg \ + libharfbuzz-dev \ + libfribidi-dev \ + libfreetype6-dev \ + libpng-dev \ + libtiff5-dev \ + libjpeg-dev \ + libwebp-dev + + # Configure default locale (just in case) + echo "en_US.UTF-8 UTF-8" >> /etc/locale.gen + locale-gen en_US.UTF-8 + /usr/sbin/update-locale LANG=en_US.UTF-8 + + apt-get clean + rm -rf /var/lib/apt/lists/* diff --git a/singularity/stage2-r-install.def b/singularity/stage2-r-install.def new file mode 100644 index 00000000..cdd3aaa9 --- /dev/null +++ b/singularity/stage2-r-install.def @@ -0,0 +1,46 @@ +BootStrap: localimage +From: stage1-base.sif + +%labels + Maintainer Ziyad AlBanoby + R_Version 4.4.3 + Stage r-install + +%post + set -e + export DEBIAN_FRONTEND=noninteractive + export R_VERSION=4.4.3 + + ################################################## + # 2) Install R 4.4.3 + ################################################## + wget -qO- https://cloud.r-project.org/bin/linux/ubuntu/marutter_pubkey.asc \ + | tee /etc/apt/trusted.gpg.d/cran_ubuntu_key.asc + + add-apt-repository \ + "deb https://cloud.r-project.org/bin/linux/ubuntu $(lsb_release -cs)-cran40/" + apt-get update + + apt-get install -y --no-install-recommends \ + r-base-core=${R_VERSION}* \ + r-base-dev=${R_VERSION}* \ + libcurl4-openssl-dev \ + libssl-dev \ + libxml2-dev \ + libcairo2-dev \ + libxt-dev \ + libopenblas-dev \ + cmake + + # Add a default CRAN mirror + echo "options(repos = c(CRAN = 'https://cran.rstudio.com/'), \ + download.file.method = 'libcurl')" \ + >> /usr/lib/R/etc/Rprofile.site + + # Create a directory for host R libraries + mkdir -p /library + echo "R_LIBS_SITE=/library:\${R_LIBS_SITE}" \ + >> /usr/lib/R/etc/Renviron.site + + apt-get clean + rm -rf /var/lib/apt/lists/* diff --git a/singularity/stage3-r-packages.def b/singularity/stage3-r-packages.def new file mode 100644 index 00000000..f0222a33 --- /dev/null +++ b/singularity/stage3-r-packages.def @@ -0,0 +1,47 @@ +BootStrap: localimage +From: stage2-r-install.sif + +%labels + Maintainer Ziyad AlBanoby + R_Version 4.4.3 + HPC_SDK_Base nvcr.io/nvidia/nvhpc:25.3-devel-cuda_multi-ubuntu22.04 + Stage r-packages + +%environment + # Ensure locale is correct (inherited from Ubuntu 22.04) + export LC_ALL=en_US.UTF-8 + export LANG=en_US.UTF-8 + + # R version variable (for convenience) + export R_VERSION=4.4.3 + + # Place for host-installed R packages + export R_LIBS_SITE=/library:${R_LIBS_SITE} + +%post + set -e + + ############################################### + # 3) Install R packages + ############################################### + R -e "install.packages(c('devtools','corpcor', 'ppcor', 'vegan'))" + R -e "install.packages('BiocManager')" + R -e "BiocManager::install('limma')" + +%runscript + # By default, if someone does `singularity run this.sif`, we drop into R + exec R "${@}" + +%apprun R + exec R "${@}" + +%apprun Rscript + exec Rscript "${@}" + +%test + # Verify R version + R --quiet -e "stopifnot(getRversion() == '4.4.3')" + # Verify NVIDIA compilers are present (inherited from base image) + which nvcc || (echo "nvcc not in PATH" && exit 1) + which nvc++ || (echo "nvc++ not in PATH" && exit 1) + echo "R and NVIDIA HPC SDK are installed." diff --git a/singularity/stage4-r-propr-cuda.def b/singularity/stage4-r-propr-cuda.def new file mode 100644 index 00000000..7f554055 --- /dev/null +++ b/singularity/stage4-r-propr-cuda.def @@ -0,0 +1,65 @@ +BootStrap: localimage +From: stage3-r-packages.sif + +%labels + Maintainer Ziyad AlBanoby + R_Version 4.4.3 + HPC_SDK_Base nvcr.io/nvidia/nvhpc:25.3-devel-cuda_multi-ubuntu22.04 + Stage r-propr + +%environment + # Ensure locale is correct (inherited from Ubuntu 22.04) + export LC_ALL=en_US.UTF-8 + export LANG=en_US.UTF-8 + + # R version variable (for convenience) + export R_VERSION=4.4.3 + + # Place for host-installed R packages + export R_LIBS_SITE=/library:${R_LIBS_SITE} + +%post + set -e + + ############################################### + # 3) Install R packages + ############################################### + + # No GPU available during build, so set target architecture explicitly. + # Adjust to match your target GPU (e.g., 70=V100, 75=T4, 80=A100, 90=H100). + export CUDAARCHS="90" + + # Create a fake nvidia-smi so propr's CMakeLists.txt detects the right arch. + # The CMakeLists.txt runs: nvidia-smi --query-gpu=compute_cap --format=csv + # and expects output like "compute_cap\n9.0" + mkdir -p /tmp/fake-bin + cat > /tmp/fake-bin/nvidia-smi << 'FAKESMI' +#!/bin/bash +echo "compute_cap" +echo "9.0" +FAKESMI + chmod +x /tmp/fake-bin/nvidia-smi + export PATH="/tmp/fake-bin:$PATH" + + R -e "devtools::install_github('tpq/propr@dev-cuda')" + + # Clean up fake nvidia-smi + rm -rf /tmp/fake-bin + +%runscript + # By default, if someone does `singularity run this.sif`, we drop into R + exec R "${@}" + +%apprun R + exec R "${@}" + +%apprun Rscript + exec Rscript "${@}" + +%test + # Verify R version + R --quiet -e "stopifnot(getRversion() == '4.4.3')" + # Verify NVIDIA compilers are present (inherited from base image) + which nvcc || (echo "nvcc not in PATH" && exit 1) + which nvc++ || (echo "nvc++ not in PATH" && exit 1) + echo "R and NVIDIA HPC SDK are installed." diff --git a/singularity/stage4-r-propr-master.def b/singularity/stage4-r-propr-master.def new file mode 100644 index 00000000..7c6512a2 --- /dev/null +++ b/singularity/stage4-r-propr-master.def @@ -0,0 +1,46 @@ +BootStrap: localimage +From: stage3-r-packages.sif + +%labels + Maintainer Ziyad AlBanoby + R_Version 4.4.3 + HPC_SDK_Base nvcr.io/nvidia/nvhpc:25.3-devel-cuda_multi-ubuntu22.04 + Stage r-propr + +%environment + # Ensure locale is correct (inherited from Ubuntu 22.04) + export LC_ALL=en_US.UTF-8 + export LANG=en_US.UTF-8 + + # R version variable (for convenience) + export R_VERSION=4.4.3 + + # Place for host-installed R packages + export R_LIBS_SITE=/library:${R_LIBS_SITE} + +%post + set -e + + ############################################### + # 3) Install R packages + ############################################### + + R -e "devtools::install_github('tpq/propr@master')" + +%runscript + # By default, if someone does `singularity run this.sif`, we drop into R + exec R "${@}" + +%apprun R + exec R "${@}" + +%apprun Rscript + exec Rscript "${@}" + +%test + # Verify R version + R --quiet -e "stopifnot(getRversion() == '4.4.3')" + # Verify NVIDIA compilers are present (inherited from base image) + which nvcc || (echo "nvcc not in PATH" && exit 1) + which nvc++ || (echo "nvc++ not in PATH" && exit 1) + echo "R and NVIDIA HPC SDK are installed." From 5a4955681c3421ac0b361f5f4d830679411924dc Mon Sep 17 00:00:00 2001 From: suzannejin Date: Thu, 12 Feb 2026 16:56:02 +0100 Subject: [PATCH 05/18] create propdGenewise function placeholders --- R/2a-propd-genewise.R | 38 ++++++++++++++++++++++++++++++++++++++ 1 file changed, 38 insertions(+) create mode 100644 R/2a-propd-genewise.R diff --git a/R/2a-propd-genewise.R b/R/2a-propd-genewise.R new file mode 100644 index 00000000..ab8462cd --- /dev/null +++ b/R/2a-propd-genewise.R @@ -0,0 +1,38 @@ +#' Convert pairwise propd results into genewise +#' +#' This function converts pairwise propd results into genewise results. The resulting +#' genewise results are direct indirectors of genes being differentially expressed. +#' +#' @param propd A \code{\link{propd}} object. +#' @param metric A character string. The metric to use for genewise results. Options +#' are "connectivity" and "wconnectivity". +#' @param pairwise_fdr +#' @return A data frame with genewise results. +#' +#' @details The "connectivity" metric refers to the number of significant pairwise +#' relationships a gene has, while the "wconnectivity" metric weights these +#' relationships by their strength (i.e., theta values). The resulting genewise results +#' can be used to identify genes that are central to the observed proportionality changes +#' across groups (these genes tend to be differentially expressed). +#' +#' @rdname propdGenewise +#' @export +propdGenewise <- function(propd, + metric = c("connectivity", "wconnectivity"), + pairwise_fdr = 0.05) { + +} + +#' Get connectivity for each gene based on pairwise propd results +#' @inheritParams propdGenewise +#' @return A data frame with genewise connectivity results. +get_connectivity <- function(propd, pairwise_fdr = 0.05) { + +} + +#' Get weighted connectivity for each gene based on pairwise propd results +#' @inheritParams propdGenewise +#' @return A data frame with genewise weighted connectivity results. +get_weighted_connectivity <- function(propd, pairwise_fdr = 0.05) { + +} \ No newline at end of file From 992cfef4160f7dfe4de9489510a623583b9da005 Mon Sep 17 00:00:00 2001 From: suzannejin Date: Thu, 12 Feb 2026 17:39:30 +0100 Subject: [PATCH 06/18] first genewise implementation. needs to test --- R/2a-propd-genewise.R | 75 +++++++++++++++++++++++++++++++++++++++++-- 1 file changed, 73 insertions(+), 2 deletions(-) diff --git a/R/2a-propd-genewise.R b/R/2a-propd-genewise.R index ab8462cd..05dcbb2a 100644 --- a/R/2a-propd-genewise.R +++ b/R/2a-propd-genewise.R @@ -3,7 +3,9 @@ #' This function converts pairwise propd results into genewise results. The resulting #' genewise results are direct indirectors of genes being differentially expressed. #' -#' @param propd A \code{\link{propd}} object. +#' @param propd A \code{\link{propd}} object, with FDR values from updateF. Note: +#' for the moment, only theta results with F-stats are supported. Later we will look +#' on the option to get FDR values based on permutations. #' @param metric A character string. The metric to use for genewise results. Options #' are "connectivity" and "wconnectivity". #' @param pairwise_fdr @@ -21,18 +23,87 @@ propdGenewise <- function(propd, metric = c("connectivity", "wconnectivity"), pairwise_fdr = 0.05) { + metric <- match.arg(metric) + + if (!"FDR" %in% colnames(propd@results)) { + stop("Please run updateF on the propd object to get FDR values before running propdGenewise.") + } + + if (metric == "connectivity") { + get_connectivity(propd, pairwise_fdr) + } else { + get_weighted_connectivity(propd, pairwise_fdr) + } } #' Get connectivity for each gene based on pairwise propd results +#' +#' It computes the per-gene connectivity by counting the number of +#' significant pairwise relationships each gene has. It also provides +#' a genewise significance stat (for the moment we provide a fake one +#' by averaging all the pairwise FDR values for each gene, but later +#' we will look into more robust methods to get genewise p-values). #' @inheritParams propdGenewise #' @return A data frame with genewise connectivity results. get_connectivity <- function(propd, pairwise_fdr = 0.05) { + features <- colnames(propd@counts) + + # Build FDR matrix and adjacency matrix of significant pairs + fdr_mat <- results_to_matrix(propd@results, what = "FDR", features = features) + adj <- (fdr_mat > 0) & (fdr_mat < pairwise_fdr) + + # Connectivity: number of significant pairs per gene (row sums of adjacency) + connectivity <- rowSums(adj) + + # Mean FDR across significant pairs per gene + fdr_mat[!adj] <- NA + fdr_mean <- rowMeans(fdr_mat, na.rm = TRUE) + fdr_mean[connectivity == 0] <- NA + + data.frame( + Gene = features, + connectivity = connectivity, + FDR_mean = fdr_mean, + stringsAsFactors = FALSE + ) } #' Get weighted connectivity for each gene based on pairwise propd results +#' +#' It computes the per-gene weighted connectivity by summing the strength +#' of significant pairwise relationships each gene has. The strength of a +#' relationship can be defined #' as the inverse of the theta value (i.e., 1/theta) +#' (i.e., 1/theta) for significant pairs, which gives more weight to stronger +#' relationships. It also provides a genewise significance stat by averaging +#' all the pairwise FDR values for each gene. #' @inheritParams propdGenewise #' @return A data frame with genewise weighted connectivity results. -get_weighted_connectivity <- function(propd, pairwise_fdr = 0.05) { +get_weighted_connectivity <- function(propd, pairwise_fdr = 0.05) { + + features <- colnames(propd@counts) + + # Build FDR matrix and theta matrix + fdr_mat <- results_to_matrix(propd@results, what = "FDR", features = features) + theta_mat <- results_to_matrix(propd@results, what = "theta", features = features) + + # Adjacency matrix of significant pairs + adj <- (fdr_mat > 0) & (fdr_mat < pairwise_fdr) + + # Weighted connectivity: sum of 1/theta for significant pairs per gene + weight_mat <- ifelse(adj, 1 / theta_mat, 0) + wconnectivity <- rowSums(weight_mat) + + # Mean FDR across significant pairs per gene + connectivity <- rowSums(adj) + fdr_mat[!adj] <- NA + fdr_mean <- rowMeans(fdr_mat, na.rm = TRUE) + fdr_mean[connectivity == 0] <- NA + data.frame( + Gene = features, + wconnectivity = wconnectivity, + FDR_mean = fdr_mean, + stringsAsFactors = FALSE + ) } \ No newline at end of file From 532b324287e6fcad520866ff0768d1405f69571f Mon Sep 17 00:00:00 2001 From: suzannejin Date: Thu, 12 Feb 2026 22:01:39 +0100 Subject: [PATCH 07/18] add tests for genewise propd --- R/{2a-propd-genewise.R => 2-propd-genewise.R} | 4 +- tests/testthat/test-PROPD-genewise.R | 109 ++++++++++++++++++ 2 files changed, 111 insertions(+), 2 deletions(-) rename R/{2a-propd-genewise.R => 2-propd-genewise.R} (98%) create mode 100644 tests/testthat/test-PROPD-genewise.R diff --git a/R/2a-propd-genewise.R b/R/2-propd-genewise.R similarity index 98% rename from R/2a-propd-genewise.R rename to R/2-propd-genewise.R index 05dcbb2a..a56e5451 100644 --- a/R/2a-propd-genewise.R +++ b/R/2-propd-genewise.R @@ -64,7 +64,7 @@ get_connectivity <- function(propd, pairwise_fdr = 0.05) { data.frame( Gene = features, connectivity = connectivity, - FDR_mean = fdr_mean, + FDR = fdr_mean, stringsAsFactors = FALSE ) } @@ -103,7 +103,7 @@ get_weighted_connectivity <- function(propd, pairwise_fdr = 0.05) { data.frame( Gene = features, wconnectivity = wconnectivity, - FDR_mean = fdr_mean, + FDR = fdr_mean, stringsAsFactors = FALSE ) } \ No newline at end of file diff --git a/tests/testthat/test-PROPD-genewise.R b/tests/testthat/test-PROPD-genewise.R new file mode 100644 index 00000000..20c972d0 --- /dev/null +++ b/tests/testthat/test-PROPD-genewise.R @@ -0,0 +1,109 @@ +library(testthat) +library(propr) + +# data +keep <- iris$Species %in% c("setosa", "versicolor") +counts <- iris[keep, 1:4] * 10 +group <- ifelse(iris[keep, "Species"] == "setosa", "A", "B") + +# calculate propd and F-statistics (adds FDR column) +pd <- propd(counts, group) +pd <- updateF(pd) + +test_that("propdGenewise errors without FDR column", { + pd_no_fdr <- propd(counts, group) + expect_error( + propdGenewise(pd_no_fdr), + "Please run updateF" + ) +}) + +test_that("propdGenewise errors with invalid metric", { + expect_error( + propdGenewise(pd, metric = "invalid"), + "'arg' should be one of" + ) +}) + +test_that("connectivity returns correct structure", { + res <- propdGenewise(pd, metric = "connectivity") + + expect_s3_class(res, "data.frame") + expect_equal(colnames(res), c("Gene", "connectivity", "FDR")) + expect_equal(nrow(res), ncol(counts)) + expect_equal(res$Gene, colnames(counts)) +}) + +test_that("wconnectivity returns correct structure", { + res <- propdGenewise(pd, metric = "wconnectivity") + + expect_s3_class(res, "data.frame") + expect_equal(colnames(res), c("Gene", "wconnectivity", "FDR")) + expect_equal(nrow(res), ncol(counts)) + expect_equal(res$Gene, colnames(counts)) +}) + +test_that("connectivity counts match manual calculation", { + fdr_cutoff <- 0.05 + res <- propdGenewise(pd, metric = "connectivity", pairwise_fdr = fdr_cutoff) + features <- colnames(counts) + + # manually compute connectivity from the results table + sig <- pd@results[pd@results$FDR > 0 & pd@results$FDR < fdr_cutoff, ] + manual_conn <- setNames(rep(0L, length(features)), features) + for (i in seq_len(nrow(sig))) { + manual_conn[sig$Pair[i]] <- manual_conn[sig$Pair[i]] + 1L + manual_conn[sig$Partner[i]] <- manual_conn[sig$Partner[i]] + 1L + } + + expect_equal(res$connectivity, as.integer(manual_conn[features])) +}) + +test_that("weighted connectivity matches manual calculation", { + fdr_cutoff <- 0.05 + res <- propdGenewise(pd, metric = "wconnectivity", pairwise_fdr = fdr_cutoff) + features <- colnames(counts) + + # manually compute weighted connectivity + sig <- pd@results[pd@results$FDR > 0 & pd@results$FDR < fdr_cutoff, ] + manual_wconn <- setNames(rep(0, length(features)), features) + for (i in seq_len(nrow(sig))) { + w <- 1 / sig$theta[i] + manual_wconn[sig$Pair[i]] <- manual_wconn[sig$Pair[i]] + w + manual_wconn[sig$Partner[i]] <- manual_wconn[sig$Partner[i]] + w + } + + expect_equal(res$wconnectivity, as.numeric(manual_wconn[features])) +}) + +test_that("strict pairwise_fdr yields zero or fewer connections", { + res_loose <- propdGenewise(pd, metric = "connectivity", pairwise_fdr = 0.5) + res_strict <- propdGenewise(pd, metric = "connectivity", pairwise_fdr = 0.001) + + expect_true(all(res_strict$connectivity <= res_loose$connectivity)) +}) + +test_that("pairwise_fdr of 0 gives zero connectivity for all genes", { + res <- propdGenewise(pd, metric = "connectivity", pairwise_fdr = 0) + expect_true(all(res$connectivity == 0)) + + res_w <- propdGenewise(pd, metric = "wconnectivity", pairwise_fdr = 0) + expect_true(all(res_w$wconnectivity == 0)) +}) + +test_that("connectivity values are non-negative integers", { + res <- propdGenewise(pd, metric = "connectivity") + expect_true(all(res$connectivity >= 0)) + expect_equal(res$connectivity, as.integer(res$connectivity)) +}) + +test_that("wconnectivity values are non-negative", { + res <- propdGenewise(pd, metric = "wconnectivity") + expect_true(all(res$wconnectivity >= 0)) +}) + +test_that("default metric is connectivity", { + res_default <- propdGenewise(pd) + res_conn <- propdGenewise(pd, metric = "connectivity") + expect_equal(res_default, res_conn) +}) From 29066115c7542cd1f1e7a49b8ec703a0f6218b9b Mon Sep 17 00:00:00 2001 From: suzannejin Date: Thu, 12 Feb 2026 22:02:56 +0100 Subject: [PATCH 08/18] update docs for genewise propd --- NAMESPACE | 1 + man/get_connectivity.Rd | 25 ++++++++++++++++++++++ man/get_weighted_connectivity.Rd | 26 +++++++++++++++++++++++ man/propdGenewise.Rd | 36 ++++++++++++++++++++++++++++++++ 4 files changed, 88 insertions(+) create mode 100644 man/get_connectivity.Rd create mode 100644 man/get_weighted_connectivity.Rd create mode 100644 man/propdGenewise.Rd diff --git a/NAMESPACE b/NAMESPACE index ba731a7a..898ffdf5 100755 --- a/NAMESPACE +++ b/NAMESPACE @@ -20,6 +20,7 @@ export(logratio_with_alpha) export(logratio_without_alpha) export(pcor.bshrink) export(propd) +export(propdGenewise) export(propr) export(ratios) export(results_to_matrix) diff --git a/man/get_connectivity.Rd b/man/get_connectivity.Rd new file mode 100644 index 00000000..c74c2003 --- /dev/null +++ b/man/get_connectivity.Rd @@ -0,0 +1,25 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/2-propd-genewise.R +\name{get_connectivity} +\alias{get_connectivity} +\title{Get connectivity for each gene based on pairwise propd results} +\usage{ +get_connectivity(propd, pairwise_fdr = 0.05) +} +\arguments{ +\item{propd}{A \code{\link{propd}} object, with FDR values from updateF. Note: +for the moment, only theta results with F-stats are supported. Later we will look +on the option to get FDR values based on permutations.} + +\item{pairwise_fdr}{} +} +\value{ +A data frame with genewise connectivity results. +} +\description{ +It computes the per-gene connectivity by counting the number of +significant pairwise relationships each gene has. It also provides +a genewise significance stat (for the moment we provide a fake one +by averaging all the pairwise FDR values for each gene, but later +we will look into more robust methods to get genewise p-values). +} diff --git a/man/get_weighted_connectivity.Rd b/man/get_weighted_connectivity.Rd new file mode 100644 index 00000000..42d38ea5 --- /dev/null +++ b/man/get_weighted_connectivity.Rd @@ -0,0 +1,26 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/2-propd-genewise.R +\name{get_weighted_connectivity} +\alias{get_weighted_connectivity} +\title{Get weighted connectivity for each gene based on pairwise propd results} +\usage{ +get_weighted_connectivity(propd, pairwise_fdr = 0.05) +} +\arguments{ +\item{propd}{A \code{\link{propd}} object, with FDR values from updateF. Note: +for the moment, only theta results with F-stats are supported. Later we will look +on the option to get FDR values based on permutations.} + +\item{pairwise_fdr}{} +} +\value{ +A data frame with genewise weighted connectivity results. +} +\description{ +It computes the per-gene weighted connectivity by summing the strength +of significant pairwise relationships each gene has. The strength of a +relationship can be defined #' as the inverse of the theta value (i.e., 1/theta) +(i.e., 1/theta) for significant pairs, which gives more weight to stronger +relationships. It also provides a genewise significance stat by averaging +all the pairwise FDR values for each gene. +} diff --git a/man/propdGenewise.Rd b/man/propdGenewise.Rd new file mode 100644 index 00000000..5415d273 --- /dev/null +++ b/man/propdGenewise.Rd @@ -0,0 +1,36 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/2-propd-genewise.R +\name{propdGenewise} +\alias{propdGenewise} +\title{Convert pairwise propd results into genewise} +\usage{ +propdGenewise( + propd, + metric = c("connectivity", "wconnectivity"), + pairwise_fdr = 0.05 +) +} +\arguments{ +\item{propd}{A \code{\link{propd}} object, with FDR values from updateF. Note: +for the moment, only theta results with F-stats are supported. Later we will look +on the option to get FDR values based on permutations.} + +\item{metric}{A character string. The metric to use for genewise results. Options +are "connectivity" and "wconnectivity".} + +\item{pairwise_fdr}{} +} +\value{ +A data frame with genewise results. +} +\description{ +This function converts pairwise propd results into genewise results. The resulting +genewise results are direct indirectors of genes being differentially expressed. +} +\details{ +The "connectivity" metric refers to the number of significant pairwise +relationships a gene has, while the "wconnectivity" metric weights these +relationships by their strength (i.e., theta values). The resulting genewise results +can be used to identify genes that are central to the observed proportionality changes +across groups (these genes tend to be differentially expressed). +} From de2627358e85fd5180464a3e4eef3876d9150cd1 Mon Sep 17 00:00:00 2001 From: suzannejin Date: Thu, 12 Feb 2026 22:08:17 +0100 Subject: [PATCH 09/18] change genewise fdr to average across all pairs for each gene --- R/2-propd-genewise.R | 13 ++++--------- 1 file changed, 4 insertions(+), 9 deletions(-) diff --git a/R/2-propd-genewise.R b/R/2-propd-genewise.R index a56e5451..cfccf689 100644 --- a/R/2-propd-genewise.R +++ b/R/2-propd-genewise.R @@ -56,10 +56,8 @@ get_connectivity <- function(propd, pairwise_fdr = 0.05) { # Connectivity: number of significant pairs per gene (row sums of adjacency) connectivity <- rowSums(adj) - # Mean FDR across significant pairs per gene - fdr_mat[!adj] <- NA - fdr_mean <- rowMeans(fdr_mat, na.rm = TRUE) - fdr_mean[connectivity == 0] <- NA + # Mean FDR across all pairs per gene + fdr_mean <- rowMeans(fdr_mat) data.frame( Gene = features, @@ -94,11 +92,8 @@ get_weighted_connectivity <- function(propd, pairwise_fdr = 0.05) { weight_mat <- ifelse(adj, 1 / theta_mat, 0) wconnectivity <- rowSums(weight_mat) - # Mean FDR across significant pairs per gene - connectivity <- rowSums(adj) - fdr_mat[!adj] <- NA - fdr_mean <- rowMeans(fdr_mat, na.rm = TRUE) - fdr_mean[connectivity == 0] <- NA + # Mean FDR across all pairs per gene + fdr_mean <- rowMeans(fdr_mat) data.frame( Gene = features, From a127dca3e264933c8eab4134d83e845a43ee27e7 Mon Sep 17 00:00:00 2001 From: suzannejin Date: Fri, 13 Feb 2026 17:57:18 +0100 Subject: [PATCH 10/18] modify propdGenewise to return all metrics always --- R/2-propd-genewise.R | 136 +++++++++++++-------------- tests/testthat/test-PROPD-genewise.R | 72 +++++++------- 2 files changed, 102 insertions(+), 106 deletions(-) diff --git a/R/2-propd-genewise.R b/R/2-propd-genewise.R index cfccf689..d4645273 100644 --- a/R/2-propd-genewise.R +++ b/R/2-propd-genewise.R @@ -6,99 +6,91 @@ #' @param propd A \code{\link{propd}} object, with FDR values from updateF. Note: #' for the moment, only theta results with F-stats are supported. Later we will look #' on the option to get FDR values based on permutations. -#' @param metric A character string. The metric to use for genewise results. Options -#' are "connectivity" and "wconnectivity". -#' @param pairwise_fdr -#' @return A data frame with genewise results. -#' -#' @details The "connectivity" metric refers to the number of significant pairwise -#' relationships a gene has, while the "wconnectivity" metric weights these -#' relationships by their strength (i.e., theta values). The resulting genewise results -#' can be used to identify genes that are central to the observed proportionality changes -#' across groups (these genes tend to be differentially expressed). +#' @param pairwise_fdr FDR threashold to consider a pairwise relationship as significant. +#' Default is 0.05. +#' @return A data frame with genewise results that can be used to identify differentially +#' expressed genes. It contains the following columns: +#' - "id": gene identifier +#' - "lfc": Log Fold Change of the gene, using the geometric mean of all genes as reference. +#' - "lrmD": Log Ratio Mean Difference of the gene. Equivalent to the LFC, but using a subset +#' of genes as reference (only the ones that are significantly connected to the gene). +#' - "connectivity": number of significant pairwise relationships the gene has. +#' - "wconnectivity": weighted connectivity, which sums the strength of significant pairwise +#' relationships (defined as 1/theta) for the gene. +#' - "FDR_mean": average FDR value across all pairwise comparisons for the gene, which can be +#' used as a genewise significance statistic. Note that this is a simple average and may +#' not be the most robust method for determining genewise significance, but it provides a +#' starting point for identifying genes of interest based on their pairwise relationships. +#' Future updates may include more sophisticated methods for calculating genewise p-values +#' or FDR values based on the pairwise results. #' #' @rdname propdGenewise #' @export -propdGenewise <- function(propd, - metric = c("connectivity", "wconnectivity"), - pairwise_fdr = 0.05) { - - metric <- match.arg(metric) +propdGenewise <- function(propd, pairwise_fdr = 0.05) { - if (!"FDR" %in% colnames(propd@results)) { - stop("Please run updateF on the propd object to get FDR values before running propdGenewise.") + # for the moment it only works with theta results with F-stats, + # but later we will look into the option to get FDR values based on permutations. + if (!"FDR" %in% colnames(propd@results)) { + stop("Please run updateF on the propd object to get FDR values before running propdGenewise.") } - if (metric == "connectivity") { - get_connectivity(propd, pairwise_fdr) - } else { - get_weighted_connectivity(propd, pairwise_fdr) + # not working for alpha != NA too + if (!is.na(propd@alpha)) { + stop("propdGenewise currently only works for alpha = NA. Future updates may include support for other alpha values.") } -} -#' Get connectivity for each gene based on pairwise propd results -#' -#' It computes the per-gene connectivity by counting the number of -#' significant pairwise relationships each gene has. It also provides -#' a genewise significance stat (for the moment we provide a fake one -#' by averaging all the pairwise FDR values for each gene, but later -#' we will look into more robust methods to get genewise p-values). -#' @inheritParams propdGenewise -#' @return A data frame with genewise connectivity results. -get_connectivity <- function(propd, pairwise_fdr = 0.05) { + # not working for more than 2 groups too + if (length(unique(propd@group)) > 2) { + stop("propdGenewise currently only works for 2 groups. Future updates may include support for more than 2 groups.") + } + # get features and number of features features <- colnames(propd@counts) + nfeatures <- length(features) - # Build FDR matrix and adjacency matrix of significant pairs + ## ---- Build matrices needed for connectivity metrics ---- fdr_mat <- results_to_matrix(propd@results, what = "FDR", features = features) + theta_mat <- results_to_matrix(propd@results, what = "theta", features = features) adj <- (fdr_mat > 0) & (fdr_mat < pairwise_fdr) - # Connectivity: number of significant pairs per gene (row sums of adjacency) + ## ---- Connectivity ---- connectivity <- rowSums(adj) - # Mean FDR across all pairs per gene - fdr_mean <- rowMeans(fdr_mat) - - data.frame( - Gene = features, - connectivity = connectivity, - FDR = fdr_mean, - stringsAsFactors = FALSE - ) -} - -#' Get weighted connectivity for each gene based on pairwise propd results -#' -#' It computes the per-gene weighted connectivity by summing the strength -#' of significant pairwise relationships each gene has. The strength of a -#' relationship can be defined #' as the inverse of the theta value (i.e., 1/theta) -#' (i.e., 1/theta) for significant pairs, which gives more weight to stronger -#' relationships. It also provides a genewise significance stat by averaging -#' all the pairwise FDR values for each gene. -#' @inheritParams propdGenewise -#' @return A data frame with genewise weighted connectivity results. -get_weighted_connectivity <- function(propd, pairwise_fdr = 0.05) { - - features <- colnames(propd@counts) - - # Build FDR matrix and theta matrix - fdr_mat <- results_to_matrix(propd@results, what = "FDR", features = features) - theta_mat <- results_to_matrix(propd@results, what = "theta", features = features) - - # Adjacency matrix of significant pairs - adj <- (fdr_mat > 0) & (fdr_mat < pairwise_fdr) - - # Weighted connectivity: sum of 1/theta for significant pairs per gene + ## ---- Weighted connectivity ---- weight_mat <- ifelse(adj, 1 / theta_mat, 0) wconnectivity <- rowSums(weight_mat) - # Mean FDR across all pairs per gene + ## ---- FDR mean ---- fdr_mean <- rowMeans(fdr_mat) + ## ---- Build lrm matrices ---- + lrm1_all <- results_to_matrix(propd@results, what = "lrm1", features = features) + lrm2_all <- results_to_matrix(propd@results, what = "lrm2", features = features) + # results_to_matrix returns symmetric matrices, but lrm values are directed: + # lrm(Partner, Pair) = mean(log(x_Partner / x_Pair)), with Partner > Pair. + # Negate the upper triangle so that mat[g, j] = mean(log(x_g / x_j)) for all g, j. + lrm1_all[upper.tri(lrm1_all)] <- -lrm1_all[upper.tri(lrm1_all)] + lrm2_all[upper.tri(lrm2_all)] <- -lrm2_all[upper.tri(lrm2_all)] + + ## ---- LFC (CLR-based log fold change) ---- + # lrm differences represent log fold changes; averaging across all genes as + # reference is equivalent to using the geometric mean (CLR transformation) + lrm_diff <- lrm1_all - lrm2_all + lfc <- rowMeans(lrm_diff) / log(2) + + ## ---- lrmD (LFC using only significant partners as reference) ---- + lrm_diff <- ifelse(adj, lrm_diff, NA) # keep only significant pairwise relationships + lrmD <- apply(lrm_diff, 1, median, na.rm = TRUE) / log(2) + + ## ---- Compile results into a data frame ---- data.frame( - Gene = features, + id = features, + lfc = lfc, + lrmD = lrmD, + connectivity = connectivity, wconnectivity = wconnectivity, - FDR = fdr_mean, - stringsAsFactors = FALSE + FDR_mean = fdr_mean, + stringsAsFactors = FALSE, + row.names = NULL ) -} \ No newline at end of file +} diff --git a/tests/testthat/test-PROPD-genewise.R b/tests/testthat/test-PROPD-genewise.R index 20c972d0..1b599731 100644 --- a/tests/testthat/test-PROPD-genewise.R +++ b/tests/testthat/test-PROPD-genewise.R @@ -18,34 +18,18 @@ test_that("propdGenewise errors without FDR column", { ) }) -test_that("propdGenewise errors with invalid metric", { - expect_error( - propdGenewise(pd, metric = "invalid"), - "'arg' should be one of" - ) -}) - -test_that("connectivity returns correct structure", { - res <- propdGenewise(pd, metric = "connectivity") - - expect_s3_class(res, "data.frame") - expect_equal(colnames(res), c("Gene", "connectivity", "FDR")) - expect_equal(nrow(res), ncol(counts)) - expect_equal(res$Gene, colnames(counts)) -}) - -test_that("wconnectivity returns correct structure", { - res <- propdGenewise(pd, metric = "wconnectivity") +test_that("propdGenewise returns correct structure", { + res <- propdGenewise(pd) expect_s3_class(res, "data.frame") - expect_equal(colnames(res), c("Gene", "wconnectivity", "FDR")) + expect_equal(colnames(res), c("id", "lfc", "lrmD", "connectivity", "wconnectivity", "FDR_mean")) expect_equal(nrow(res), ncol(counts)) - expect_equal(res$Gene, colnames(counts)) + expect_equal(res$id, colnames(counts)) }) test_that("connectivity counts match manual calculation", { fdr_cutoff <- 0.05 - res <- propdGenewise(pd, metric = "connectivity", pairwise_fdr = fdr_cutoff) + res <- propdGenewise(pd, pairwise_fdr = fdr_cutoff) features <- colnames(counts) # manually compute connectivity from the results table @@ -61,7 +45,7 @@ test_that("connectivity counts match manual calculation", { test_that("weighted connectivity matches manual calculation", { fdr_cutoff <- 0.05 - res <- propdGenewise(pd, metric = "wconnectivity", pairwise_fdr = fdr_cutoff) + res <- propdGenewise(pd, pairwise_fdr = fdr_cutoff) features <- colnames(counts) # manually compute weighted connectivity @@ -77,33 +61,53 @@ test_that("weighted connectivity matches manual calculation", { }) test_that("strict pairwise_fdr yields zero or fewer connections", { - res_loose <- propdGenewise(pd, metric = "connectivity", pairwise_fdr = 0.5) - res_strict <- propdGenewise(pd, metric = "connectivity", pairwise_fdr = 0.001) + res_loose <- propdGenewise(pd, pairwise_fdr = 0.5) + res_strict <- propdGenewise(pd, pairwise_fdr = 0.001) expect_true(all(res_strict$connectivity <= res_loose$connectivity)) }) test_that("pairwise_fdr of 0 gives zero connectivity for all genes", { - res <- propdGenewise(pd, metric = "connectivity", pairwise_fdr = 0) + res <- propdGenewise(pd, pairwise_fdr = 0) expect_true(all(res$connectivity == 0)) - - res_w <- propdGenewise(pd, metric = "wconnectivity", pairwise_fdr = 0) - expect_true(all(res_w$wconnectivity == 0)) + expect_true(all(res$wconnectivity == 0)) }) test_that("connectivity values are non-negative integers", { - res <- propdGenewise(pd, metric = "connectivity") + res <- propdGenewise(pd) expect_true(all(res$connectivity >= 0)) expect_equal(res$connectivity, as.integer(res$connectivity)) }) test_that("wconnectivity values are non-negative", { - res <- propdGenewise(pd, metric = "wconnectivity") + res <- propdGenewise(pd) expect_true(all(res$wconnectivity >= 0)) }) -test_that("default metric is connectivity", { - res_default <- propdGenewise(pd) - res_conn <- propdGenewise(pd, metric = "connectivity") - expect_equal(res_default, res_conn) +test_that("lfc is computed correctly via CLR", { + res <- propdGenewise(pd) + + # manually compute CLR-based LFC + ct <- as.matrix(counts) + if (any(ct == 0)) ct <- ct + 1 + + g1 <- group == "A" + g2 <- group == "B" + + clr1 <- propr:::logratio(ct[g1,], 'clr', NA) + clr2 <- propr:::logratio(ct[g2,], 'clr', NA) + manual_lfc <- (colMeans(clr1 - clr2)) / log(2) + + expect_equal(res$lfc, as.numeric(manual_lfc)) +}) + +test_that("lrmD is NA when gene has no significant connections", { + # use very strict cutoff so no pairs are significant + res <- propdGenewise(pd, pairwise_fdr = 0) + expect_true(all(is.na(res$lrmD))) +}) + +test_that("FDR_mean is between 0 and 1", { + res <- propdGenewise(pd) + expect_true(all(res$FDR_mean >= 0 & res$FDR_mean <= 1)) }) From e6ba41de08f5aa62a8790a5ecfe3eab7a0e0a9d1 Mon Sep 17 00:00:00 2001 From: Suzanne Jin Date: Fri, 13 Feb 2026 18:05:14 +0100 Subject: [PATCH 11/18] update genewise propd docs --- R/2-propd-genewise.R | 8 ++++---- man/get_connectivity.Rd | 25 ----------------------- man/get_weighted_connectivity.Rd | 26 ------------------------ man/propdGenewise.Rd | 35 ++++++++++++++++---------------- 4 files changed, 22 insertions(+), 72 deletions(-) delete mode 100644 man/get_connectivity.Rd delete mode 100644 man/get_weighted_connectivity.Rd diff --git a/R/2-propd-genewise.R b/R/2-propd-genewise.R index d4645273..4c614621 100644 --- a/R/2-propd-genewise.R +++ b/R/2-propd-genewise.R @@ -54,14 +54,14 @@ propdGenewise <- function(propd, pairwise_fdr = 0.05) { adj <- (fdr_mat > 0) & (fdr_mat < pairwise_fdr) ## ---- Connectivity ---- - connectivity <- rowSums(adj) + connectivity <- rowSums(adj, na.rm = TRUE) ## ---- Weighted connectivity ---- weight_mat <- ifelse(adj, 1 / theta_mat, 0) - wconnectivity <- rowSums(weight_mat) + wconnectivity <- rowSums(weight_mat, na.rm = TRUE) ## ---- FDR mean ---- - fdr_mean <- rowMeans(fdr_mat) + fdr_mean <- rowMeans(fdr_mat, na.rm = TRUE) ## ---- Build lrm matrices ---- lrm1_all <- results_to_matrix(propd@results, what = "lrm1", features = features) @@ -76,7 +76,7 @@ propdGenewise <- function(propd, pairwise_fdr = 0.05) { # lrm differences represent log fold changes; averaging across all genes as # reference is equivalent to using the geometric mean (CLR transformation) lrm_diff <- lrm1_all - lrm2_all - lfc <- rowMeans(lrm_diff) / log(2) + lfc <- rowMeans(lrm_diff, na.rm = TRUE) / log(2) ## ---- lrmD (LFC using only significant partners as reference) ---- lrm_diff <- ifelse(adj, lrm_diff, NA) # keep only significant pairwise relationships diff --git a/man/get_connectivity.Rd b/man/get_connectivity.Rd deleted file mode 100644 index c74c2003..00000000 --- a/man/get_connectivity.Rd +++ /dev/null @@ -1,25 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/2-propd-genewise.R -\name{get_connectivity} -\alias{get_connectivity} -\title{Get connectivity for each gene based on pairwise propd results} -\usage{ -get_connectivity(propd, pairwise_fdr = 0.05) -} -\arguments{ -\item{propd}{A \code{\link{propd}} object, with FDR values from updateF. Note: -for the moment, only theta results with F-stats are supported. Later we will look -on the option to get FDR values based on permutations.} - -\item{pairwise_fdr}{} -} -\value{ -A data frame with genewise connectivity results. -} -\description{ -It computes the per-gene connectivity by counting the number of -significant pairwise relationships each gene has. It also provides -a genewise significance stat (for the moment we provide a fake one -by averaging all the pairwise FDR values for each gene, but later -we will look into more robust methods to get genewise p-values). -} diff --git a/man/get_weighted_connectivity.Rd b/man/get_weighted_connectivity.Rd deleted file mode 100644 index 42d38ea5..00000000 --- a/man/get_weighted_connectivity.Rd +++ /dev/null @@ -1,26 +0,0 @@ -% Generated by roxygen2: do not edit by hand -% Please edit documentation in R/2-propd-genewise.R -\name{get_weighted_connectivity} -\alias{get_weighted_connectivity} -\title{Get weighted connectivity for each gene based on pairwise propd results} -\usage{ -get_weighted_connectivity(propd, pairwise_fdr = 0.05) -} -\arguments{ -\item{propd}{A \code{\link{propd}} object, with FDR values from updateF. Note: -for the moment, only theta results with F-stats are supported. Later we will look -on the option to get FDR values based on permutations.} - -\item{pairwise_fdr}{} -} -\value{ -A data frame with genewise weighted connectivity results. -} -\description{ -It computes the per-gene weighted connectivity by summing the strength -of significant pairwise relationships each gene has. The strength of a -relationship can be defined #' as the inverse of the theta value (i.e., 1/theta) -(i.e., 1/theta) for significant pairs, which gives more weight to stronger -relationships. It also provides a genewise significance stat by averaging -all the pairwise FDR values for each gene. -} diff --git a/man/propdGenewise.Rd b/man/propdGenewise.Rd index 5415d273..f6a71c41 100644 --- a/man/propdGenewise.Rd +++ b/man/propdGenewise.Rd @@ -4,33 +4,34 @@ \alias{propdGenewise} \title{Convert pairwise propd results into genewise} \usage{ -propdGenewise( - propd, - metric = c("connectivity", "wconnectivity"), - pairwise_fdr = 0.05 -) +propdGenewise(propd, pairwise_fdr = 0.05) } \arguments{ \item{propd}{A \code{\link{propd}} object, with FDR values from updateF. Note: for the moment, only theta results with F-stats are supported. Later we will look on the option to get FDR values based on permutations.} -\item{metric}{A character string. The metric to use for genewise results. Options -are "connectivity" and "wconnectivity".} - -\item{pairwise_fdr}{} +\item{pairwise_fdr}{FDR threashold to consider a pairwise relationship as significant. +Default is 0.05.} } \value{ -A data frame with genewise results. +A data frame with genewise results that can be used to identify differentially +expressed genes. It contains the following columns: + - "id": gene identifier + - "lfc": Log Fold Change of the gene, using the geometric mean of all genes as reference. + - "lrmD": Log Ratio Mean Difference of the gene. Equivalent to the LFC, but using a subset + of genes as reference (only the ones that are significantly connected to the gene). + - "connectivity": number of significant pairwise relationships the gene has. + - "wconnectivity": weighted connectivity, which sums the strength of significant pairwise + relationships (defined as 1/theta) for the gene. +- "FDR_mean": average FDR value across all pairwise comparisons for the gene, which can be + used as a genewise significance statistic. Note that this is a simple average and may + not be the most robust method for determining genewise significance, but it provides a + starting point for identifying genes of interest based on their pairwise relationships. + Future updates may include more sophisticated methods for calculating genewise p-values + or FDR values based on the pairwise results. } \description{ This function converts pairwise propd results into genewise results. The resulting genewise results are direct indirectors of genes being differentially expressed. } -\details{ -The "connectivity" metric refers to the number of significant pairwise -relationships a gene has, while the "wconnectivity" metric weights these -relationships by their strength (i.e., theta values). The resulting genewise results -can be used to identify genes that are central to the observed proportionality changes -across groups (these genes tend to be differentially expressed). -} From 29d03a53cc7d64c0b423d5f240a02147677e58d6 Mon Sep 17 00:00:00 2001 From: zalbanob <171132623+zalbanob@users.noreply.github.com> Date: Mon, 16 Feb 2026 13:48:49 +0100 Subject: [PATCH 12/18] removed my old singularity files --- .singularity/singularity-r.def | 103 --------------------------------- .singularity/singularity-r.sif | 1 - 2 files changed, 104 deletions(-) delete mode 100644 .singularity/singularity-r.def delete mode 120000 .singularity/singularity-r.sif diff --git a/.singularity/singularity-r.def b/.singularity/singularity-r.def deleted file mode 100644 index 36badd1a..00000000 --- a/.singularity/singularity-r.def +++ /dev/null @@ -1,103 +0,0 @@ -BootStrap: docker -From: nvcr.io/nvidia/nvhpc:25.3-devel-cuda_multi-ubuntu22.04 - -%labels - Maintainer Ziyad AlBanoby - R_Version 4.4.3 - HPC_SDK_Base nvcr.io/nvidia/nvhpc:25.3-devel-cuda_multi-ubuntu22.04 - -%environment - # Ensure locale is correct (inherited from Ubuntu 22.04) - export LC_ALL=en_US.UTF-8 - export LANG=en_US.UTF-8 - - # R version variable (for convenience) - export R_VERSION=4.4.3 - - # Place for host‐installed R packages - export R_LIBS_SITE=/library:${R_LIBS_SITE} - -%post - set -e - - ############################################################ - # 1) Install OS‐level dependencies & locale (Ubuntu 22.04) # - ############################################################ - export DEBIAN_FRONTEND=noninteractive - apt-get update - apt-get install -y --no-install-recommends \ - wget \ - software-properties-common \ - dirmngr \ - libcurl4-openssl-dev \ - libssl-dev \ - libxml2-dev \ - libcairo2-dev \ - libxt-dev \ - libopenblas-dev \ - locales \ - ca-certificates \ - gnupg - - # Configure default locale (just in case) - echo "en_US.UTF-8 UTF-8" >> /etc/locale.gen - locale-gen en_US.UTF-8 - /usr/sbin/update-locale LANG=en_US.UTF-8 - - ################################################## - # 2) Install R 4.4.3 (exactly as in your original) - ################################################## - wget -qO- https://cloud.r-project.org/bin/linux/ubuntu/marutter_pubkey.asc \ - | tee /etc/apt/trusted.gpg.d/cran_ubuntu_key.asc - - add-apt-repository \ - "deb https://cloud.r-project.org/bin/linux/ubuntu $(lsb_release -cs)-cran40/" - apt-get update - - apt-get install -y --no-install-recommends \ - r-base=${R_VERSION}* \ - r-base-core=${R_VERSION}* \ - r-base-dev=${R_VERSION}* \ - r-recommended=${R_VERSION}* \ - r-base-html=${R_VERSION}* \ - r-doc-html=${R_VERSION}* \ - libcurl4-openssl-dev \ - libssl-dev \ - libxml2-dev \ - libcairo2-dev \ - libxt-dev \ - libopenblas-dev - - # Add a default CRAN mirror - echo "options(repos = c(CRAN = 'https://cran.rstudio.com/'), \ - download.file.method = 'libcurl')" \ - >> /usr/lib/R/etc/Rprofile.site - - # Create a directory for host R libraries - mkdir -p /library - echo "R_LIBS_SITE=/library:\${R_LIBS_SITE}" \ - >> /usr/lib/R/etc/Renviron.site - - ################################################# - # 3) Clean up APT to reduce final image size - ################################################# - apt-get clean - rm -rf /var/lib/apt/lists/* - -%runscript - # By default, if someone does `singularity run this.sif`, we drop into R - exec R "${@}" - -%apprun R - exec R "${@}" - -%apprun Rscript - exec Rscript "${@}" - -%test - # Verify R version - R --quiet -e "stopifnot(getRversion() == '${R_VERSION}')" - # Verify NVIDIA compilers are present (inherited from base image) - which nvcc || (echo "nvcc not in PATH" && exit 1) - which nvc++ || (echo "nvc++ not in PATH" && exit 1) - echo "R and NVIDIA HPC SDK are installed." diff --git a/.singularity/singularity-r.sif b/.singularity/singularity-r.sif deleted file mode 120000 index 8cd357ff..00000000 --- a/.singularity/singularity-r.sif +++ /dev/null @@ -1 +0,0 @@ -/gpfs/projects/bsc99/bsc099260/EuroHPC/PROPR/TOOLS/singularity-rstudio/singularity-r.sif \ No newline at end of file From 8537dd87cd507ebdb3b1c5522c975a9a8eea77e5 Mon Sep 17 00:00:00 2001 From: zalbanob <171132623+zalbanob@users.noreply.github.com> Date: Tue, 17 Feb 2026 19:07:25 +0100 Subject: [PATCH 13/18] Integrating the GPU backend with the CPU --- R/2-propd-genewise.R | 40 +- R/RcppExports.R | 4 + inst/include/propr/interface/genewise.hpp | 14 + .../internal/device/cuda/warp/reduction.cuh | 9 +- .../propr/kernels/cuda/detail/genewise.cuh | 436 ++++++++++++++++++ .../propr/kernels/cuda/dispatch/genewise.cuh | 383 +-------------- .../propr/kernels/cuda/traits/genewise.cuh | 23 + inst/include/propr/runtime/cuda_executor.hpp | 16 + .../propr/utils/common/preprocessor.cuh | 12 +- inst/include/propr/utils/constants.h | 10 - inst/include/propr/utils/cuda_checks.h | 64 --- inst/include/propr/utils/cuda_helpers.cuh | 34 -- inst/include/propr/utils/cuda_profiler.cuh | 41 -- .../propr/utils/host_exclusive_profiler.hpp | 28 -- inst/include/propr/utils/host_profiler.hpp | 40 -- inst/include/propr/utils/preprocessor.cuh | 30 -- inst/include/propr/utils/rcpp_checks.h | 14 - inst/include/propr/utils/rcpp_cuda.cuh | 185 -------- inst/include/propr/utils/rcpp_helpers.h | 49 -- man/propdGenewise.Rd | 4 +- src/RcppExports.cpp | 18 + src/cuda_profiler_stub.cpp | 2 - src/dispatch/cuda/CMakeLists.txt | 1 + src/dispatch/cuda/cuda_executor.cu | 33 ++ src/dispatch/cuda/genewise.cu | 204 ++++++++ src/dispatch/runtime/stubs/cuda_stubs.cpp | 12 + src/genewise.cpp | 91 ++++ 27 files changed, 917 insertions(+), 880 deletions(-) create mode 100644 inst/include/propr/interface/genewise.hpp create mode 100644 inst/include/propr/kernels/cuda/detail/genewise.cuh create mode 100644 inst/include/propr/kernels/cuda/traits/genewise.cuh delete mode 100644 inst/include/propr/utils/constants.h delete mode 100644 inst/include/propr/utils/cuda_checks.h delete mode 100644 inst/include/propr/utils/cuda_helpers.cuh delete mode 100644 inst/include/propr/utils/cuda_profiler.cuh delete mode 100644 inst/include/propr/utils/host_exclusive_profiler.hpp delete mode 100644 inst/include/propr/utils/host_profiler.hpp delete mode 100644 inst/include/propr/utils/preprocessor.cuh delete mode 100644 inst/include/propr/utils/rcpp_checks.h delete mode 100644 inst/include/propr/utils/rcpp_cuda.cuh delete mode 100644 inst/include/propr/utils/rcpp_helpers.h create mode 100644 src/dispatch/cuda/genewise.cu create mode 100644 src/genewise.cpp diff --git a/R/2-propd-genewise.R b/R/2-propd-genewise.R index 4c614621..523aab2a 100644 --- a/R/2-propd-genewise.R +++ b/R/2-propd-genewise.R @@ -8,6 +8,7 @@ #' on the option to get FDR values based on permutations. #' @param pairwise_fdr FDR threashold to consider a pairwise relationship as significant. #' Default is 0.05. +#' @param backend Backend to use for connectivity statistics (`"auto"`, `"cpu"`, or `"cuda"`). #' @return A data frame with genewise results that can be used to identify differentially #' expressed genes. It contains the following columns: #' - "id": gene identifier @@ -26,7 +27,7 @@ #' #' @rdname propdGenewise #' @export -propdGenewise <- function(propd, pairwise_fdr = 0.05) { +propdGenewise <- function(propd, pairwise_fdr = 0.05, backend='auto') { # for the moment it only works with theta results with F-stats, # but later we will look into the option to get FDR values based on permutations. @@ -48,20 +49,35 @@ propdGenewise <- function(propd, pairwise_fdr = 0.05) { features <- colnames(propd@counts) nfeatures <- length(features) - ## ---- Build matrices needed for connectivity metrics ---- - fdr_mat <- results_to_matrix(propd@results, what = "FDR", features = features) - theta_mat <- results_to_matrix(propd@results, what = "theta", features = features) - adj <- (fdr_mat > 0) & (fdr_mat < pairwise_fdr) + pair <- propd@results$Pair + partner <- propd@results$Partner - ## ---- Connectivity ---- - connectivity <- rowSums(adj, na.rm = TRUE) + if (!is.numeric(pair) || !is.numeric(partner)) { + pair <- match(pair, features) + partner <- match(partner, features) + if (any(is.na(pair)) || any(is.na(partner))) { + stop("Some features in Pair/Partner are not present in propd@counts.") + } + } - ## ---- Weighted connectivity ---- - weight_mat <- ifelse(adj, 1 / theta_mat, 0) - wconnectivity <- rowSums(weight_mat, na.rm = TRUE) + ## ---- Connectivity + weighted connectivity + FDR mean (CPU/CUDA dispatch) ---- + stats <- genewiseConnectivityRcpp( + partner = as.integer(partner), + pair = as.integer(pair), + theta = as.numeric(propd@results$theta), + fdr = as.numeric(propd@results$FDR), + num_genes = nfeatures, + pairwise_fdr = pairwise_fdr, + backend = backend + ) - ## ---- FDR mean ---- - fdr_mean <- rowMeans(fdr_mat, na.rm = TRUE) + connectivity <- as.integer(stats$connectivity) + wconnectivity <- as.numeric(stats$wconnectivity) + fdr_mean <- as.numeric(stats$FDR_mean) + + ## ---- Build FDR adjacency for lrmD ---- + fdr_mat <- results_to_matrix(propd@results, what = "FDR", features = features) + adj <- (fdr_mat > 0) & (fdr_mat < pairwise_fdr) ## ---- Build lrm matrices ---- lrm1_all <- results_to_matrix(propd@results, what = "lrm1", features = features) diff --git a/R/RcppExports.R b/R/RcppExports.R index 7d76266c..f0a5b2a4 100644 --- a/R/RcppExports.R +++ b/R/RcppExports.R @@ -113,6 +113,10 @@ consumeCudaProfile <- function() { .Call(`_propr_consumeCudaProfile`) } +genewiseConnectivityRcpp <- function(partner, pair, theta, fdr, num_genes, pairwise_fdr, backend) { + .Call(`_propr_genewiseConnectivityRcpp`, partner, pair, theta, fdr, num_genes, pairwise_fdr, backend) +} + getOR <- function(A, G, backend = "auto") { .Call(`_propr_getOR`, A, G, backend) } diff --git a/inst/include/propr/interface/genewise.hpp b/inst/include/propr/interface/genewise.hpp new file mode 100644 index 00000000..712506f5 --- /dev/null +++ b/inst/include/propr/interface/genewise.hpp @@ -0,0 +1,14 @@ +#pragma once + +#include + +namespace propr { + Rcpp::List genewiseConnectivityRcpp( + const Rcpp::IntegerVector& partner, + const Rcpp::IntegerVector& pair, + const Rcpp::NumericVector& theta, + const Rcpp::NumericVector& fdr, + int num_genes, + double pairwise_fdr = 0.05, + Rcpp::String backend = "auto"); +} diff --git a/inst/include/propr/internal/device/cuda/warp/reduction.cuh b/inst/include/propr/internal/device/cuda/warp/reduction.cuh index 5451694b..48c18b58 100644 --- a/inst/include/propr/internal/device/cuda/warp/reduction.cuh +++ b/inst/include/propr/internal/device/cuda/warp/reduction.cuh @@ -18,9 +18,10 @@ namespace propr { namespace internal { namespace warp { template - PROPR_NO_DISCARD + PROPR_NO_DISCARD + PROPR_FORCE_INLINE PROPR_DEVICE - PROPR_FORCE_INLINE T warp_reduce(T v, unsigned mask, ReduceOp op = ReduceOp()) { + T warp_reduce(T v, unsigned mask, ReduceOp op = ReduceOp()) { const int lane = static_cast(threadIdx.x) & (PROPR_WARP_SIZE - 1); PROPR_UNROLL for (int offset = PROPR_WARP_SIZE / 2; offset > 0; offset >>= 1) { @@ -34,8 +35,8 @@ namespace propr { template PROPR_NO_DISCARD - PROPR_DEVICE - PROPR_FORCE_INLINE T warp_reduce(T v, ReduceOp op = ReduceOp()) { + PROPR_FORCE_INLINE + PROPR_DEVICE T warp_reduce(T v, ReduceOp op = ReduceOp()) { return warp_reduce(v, __activemask(), op); } diff --git a/inst/include/propr/kernels/cuda/detail/genewise.cuh b/inst/include/propr/kernels/cuda/detail/genewise.cuh new file mode 100644 index 00000000..efd55f47 --- /dev/null +++ b/inst/include/propr/kernels/cuda/detail/genewise.cuh @@ -0,0 +1,436 @@ +#pragma once + +#include +#include +#include + +#include +#include +#include +#include + +#include +#include +#include + +#include + +#include +#include + +namespace propr { + namespace dispatch { + namespace cuda { + template + __global__ void genewise_connectivity_stats( + const int* __restrict__ partner, + const int* __restrict__ pair, + const float* __restrict__ theta, + const float* __restrict__ fdr, + int num_edges, + float fdr_thresh, + int sort_end_bit, + int* __restrict__ per_gene_count, + int* __restrict__ per_gene_conn, + float* __restrict__ per_gene_wconn, + float* __restrict__ per_mean_fdr + ){ + static_assert(THREADS_PER_BLOCK % 32 == 0, "THREADS_PER_BLOCK must be a multiple of warpSize"); + constexpr int GENES_PER_THREAD = 2 * PAIRS_PER_THREAD; + constexpr int INVALID_KEY = INT_MAX; + + struct __align__(16) Stats { + int count = 0; // total occurrences + int conn = 0; // significant occurrences + float wconn = 0; // sum(1 - theta) for significant occurrences + float fdr = 0; + }; + + struct SegItem { + Stats stat; + int head; // 1 if the position is the start of a run + }; + + struct SegOp { + __device__ __forceinline__ SegItem operator()(SegItem const& a, SegItem const& b) const { + if (b.head) return b; + SegItem out; + out.stat.count = a.stat.count + b.stat.count; + out.stat.conn = a.stat.conn + b.stat.conn; + out.stat.wconn = a.stat.wconn + b.stat.wconn; + out.stat.fdr = a.stat.fdr + b.stat.fdr; + out.head = a.head; + return out; + } + }; + + using BlockSortT = cub::BlockRadixSort; + using BlockDiscT = cub::BlockDiscontinuity; + using BlockScanT = cub::BlockScan; + + __shared__ union { + typename BlockSortT::TempStorage sort; + typename BlockDiscT::TempStorage disc; + typename BlockScanT::TempStorage scan; + } temp; + + const int tid = (int)threadIdx.x; + const int blk_pair_offset = (int)blockIdx.x * THREADS_PER_BLOCK * PAIRS_PER_THREAD; + + int keys[GENES_PER_THREAD]; + Stats vals[GENES_PER_THREAD]; + + PROPR_UNROLL + for (int j = 0; j < PAIRS_PER_THREAD; ++j) { + const int e = blk_pair_offset + j * THREADS_PER_BLOCK + tid; + + int a = INVALID_KEY, b = INVALID_KEY; + int sig = 0; + float w = 0.0f; + float fdr_ = 0.0f; + int has_fdr = 0; + + if (e < num_edges) { + a = partner[e]; + b = pair[e]; + fdr_ = fdr[e]; + has_fdr = !isnan(fdr_); + if (has_fdr && fdr_ > 0.0f && fdr_ < fdr_thresh) { + sig = 1; + const float theta_ = theta[e]; + if (!isnan(theta_)) { + w = 1.0f - theta_; + } + } + } + + keys[2*j + 0] = a; + vals[2*j + 0].count = (a != INVALID_KEY && has_fdr) ? 1 : 0; + vals[2*j + 0].conn = (a != INVALID_KEY) ? sig : 0; + vals[2*j + 0].fdr = (a != INVALID_KEY && has_fdr) ? fdr_ : 0.0f; + vals[2*j + 0].wconn = (a != INVALID_KEY && sig) ? w : 0.0f; + + keys[2*j + 1] = b; + vals[2*j + 1].count = (b != INVALID_KEY && has_fdr) ? 1 : 0; + vals[2*j + 1].conn = (b != INVALID_KEY) ? sig : 0; + vals[2*j + 1].fdr = (b != INVALID_KEY && has_fdr) ? fdr_ : 0.0f; + vals[2*j + 1].wconn = (b != INVALID_KEY && sig) ? w : 0.0f; + } + + BlockSortT(temp.sort).Sort(keys, vals, 0, sort_end_bit); + __syncthreads(); + + int head_flags[GENES_PER_THREAD]; + BlockDiscT(temp.disc).FlagHeads(head_flags, keys, cub::Inequality()); + __syncthreads(); + + SegItem items[GENES_PER_THREAD]; + PROPR_UNROLL + for (int i = 0; i < GENES_PER_THREAD; ++i) { + items[i].stat = vals[i]; + items[i].head = head_flags[i]; + } + + BlockScanT(temp.scan).InclusiveScan(items, items, SegOp{}); + __syncthreads(); + + int tail_flags[GENES_PER_THREAD]; + BlockDiscT(temp.disc).FlagTails(tail_flags, keys, cub::Inequality()); + __syncthreads(); + + PROPR_UNROLL + for (int i = 0; i < GENES_PER_THREAD; ++i) { + const int k = keys[i]; + if (k == INVALID_KEY) continue; + if (tail_flags[i]) { + atomicAdd(&per_gene_count[k], items[i].stat.count); + atomicAdd(&per_mean_fdr[k], items[i].stat.fdr); + if (items[i].stat.conn) atomicAdd(&per_gene_conn[k], items[i].stat.conn); + if (items[i].stat.wconn != 0.0f) atomicAdd(&per_gene_wconn[k], items[i].stat.wconn); + } + } + } + + // Packed order index for edge (I neighbor = pos if pos < g else pos+1 + template + static __device__ __forceinline__ T load_theta_incident( + int gene_id, int pos, int num_genes, const T* __restrict__ theta_edges) { + int nbr = (pos < gene_id) ? pos : (pos + 1); + int I = (nbr < gene_id) ? nbr : gene_id; + int J = (nbr < gene_id) ? gene_id : nbr; // J = max + long long idx = packed_idx_partner_major(I, J); + return theta_edges[idx]; + } + + template > + __device__ void count_radix_using_mask( + int counts[Config::RADIX_SIZE], + int *smem_counts, // shared [RADIX_SIZE] + unsigned_type_t desired, + unsigned_type_t desired_mask, + int digit_pos, + int num_edges, + int gene_id, + int num_genes, + const T *__restrict__ theta_edges, + T *smem_sum, // shared scalar (valid only if compute_sum=true) + bool compute_sum) + { + using RadixT = unsigned_type_t; + + PROPR_UNROLL + for (int d = 0; d < Config::RADIX_SIZE; ++d) counts[d] = 0; + + if (threadIdx.x < Config::RADIX_SIZE) smem_counts[threadIdx.x] = 0; + if (compute_sum && threadIdx.x == 0) *smem_sum = T(0); + __syncthreads(); + + T local_sum = T(0); + int iters = propr::round_up(num_edges, int(blockDim.x)); + + for (int pos = threadIdx.x; pos < iters; pos += blockDim.x) { + bool in_range = (pos < num_edges); + T fv = in_range ? load_theta_incident(gene_id, pos, num_genes, theta_edges) : T(0); + + if (compute_sum && in_range) local_sum += fv; + + RadixT rv = propr::radix::radix_convert(fv); + bool has_val = in_range && ((rv & desired_mask) == desired); + if (!has_val) continue; + RadixT digit = get_bitfield(rv, digit_pos, Config::RADIX_BITS); + counts[static_cast(digit)] += 1; + } + + int lane = threadIdx.x % PROPR_WARP_SIZE; + if (compute_sum) { + local_sum = propr::cuda::internal::warp::warp_reduce(local_sum, propr::ReduceSum{}); + if (lane == 0) atomicAdd(smem_sum, local_sum); + } + + PROPR_UNROLL + for (int d = 0; d < Config::RADIX_SIZE; ++d) { + int v = propr::cuda::internal::warp::warp_reduce(counts[d], propr::ReduceSum{}); + if (lane == 0) atomicAdd(&smem_counts[d], v); + } + + __syncthreads(); + + PROPR_UNROLL + for (int d = 0; d < Config::RADIX_SIZE; ++d) counts[d] = smem_counts[d]; + + __syncthreads(); + } + + template > + __device__ void count_radix_contiguous( + int counts[Config::RADIX_SIZE], + int *smem_counts, // shared [RADIX_SIZE] + unsigned_type_t desired, + unsigned_type_t desired_mask, + int digit_pos, + int num_values, + const T *__restrict__ values) + { + using RadixT = unsigned_type_t; + + PROPR_UNROLL + for (int d = 0; d < Config::RADIX_SIZE; ++d) counts[d] = 0; + + if (threadIdx.x < Config::RADIX_SIZE) smem_counts[threadIdx.x] = 0; + __syncthreads(); + + int iters = propr::round_up(num_values, int(blockDim.x)); + for (int pos = threadIdx.x; pos < iters; pos += blockDim.x) { + bool in_range = (pos < num_values); + T v = in_range ? values[pos] : T(0); + RadixT rv = propr::radix::radix_convert(v); + bool has_val = in_range && ((rv & desired_mask) == desired); + if (!has_val) continue; + RadixT digit = get_bitfield(rv, digit_pos, Config::RADIX_BITS); + counts[static_cast(digit)] += 1; + } + + int lane = threadIdx.x % PROPR_WARP_SIZE; + + PROPR_UNROLL + for (int d = 0; d < Config::RADIX_SIZE; ++d) { + int v = propr::cuda::internal::warp::warp_reduce(counts[d], propr::ReduceSum{}); + if (lane == 0) atomicAdd(&smem_counts[d], v); + } + + __syncthreads(); + PROPR_UNROLL + for (int d = 0; d < Config::RADIX_SIZE; ++d) counts[d] = smem_counts[d]; + __syncthreads(); + } + + template + __device__ int compact_masked_bucket_to_shared( + T *cache, + int cache_cap, + int *s_out_ptr, // shared scalar + int num_edges, + int gene_id, + int num_genes, + const T *__restrict__ theta_edges, + unsigned_type_t desired, + unsigned_type_t desired_mask) + { + using RadixT = unsigned_type_t; + + if (threadIdx.x == 0) *s_out_ptr = 0; + __syncthreads(); + + int iters = propr::round_up(num_edges, int(blockDim.x)); + for (int pos = threadIdx.x; pos < iters; pos += blockDim.x) { + bool in_range = (pos < num_edges); + T fv = in_range ? load_theta_incident(gene_id, pos, num_genes, theta_edges) : T(0); + RadixT rv = propr::radix::radix_convert(fv); + bool match = in_range && ((rv & desired_mask) == desired); + + if (match) { + auto grp = cooperative_groups::coalesced_threads(); + int n = grp.size(); + int rank = grp.thread_rank(); + int base; + if (rank == 0) base = atomicAdd(s_out_ptr, n); + base = grp.shfl(base, 0); + int idx = base + rank; + if (idx < cache_cap) cache[idx] = fv; + } + } + + __syncthreads(); + int out = *s_out_ptr; + __syncthreads(); + return out; + } + + template > + __device__ void radix_select( + int k_1based, // 1-based + int num_edges, + int gene_id, + int num_genes, + int *smem_counts, // shared [RADIX_SIZE] + T *smem_sum, // shared scalar + T *cache, // dynamic shared cache + int cache_cap, + int *s_compact_out, // shared scalar + const T *__restrict__ theta_edges, + T *median_val, + T *theta_sum) + { + using RadixT = unsigned_type_t; + constexpr int RADIX_TOTAL_BITS = static_cast(sizeof(RadixT) * 8); + + int counts[Config::RADIX_SIZE]; + RadixT desired = RadixT(0); + RadixT desired_mask = RadixT(0); + int k_to_find = k_1based; + + bool use_cache = false; + int cache_n = 0; + int digit_index = 0; + + for (int digit_pos = RADIX_TOTAL_BITS - Config::RADIX_BITS; digit_pos >= 0; digit_pos -= Config::RADIX_BITS) { + if (!use_cache) { + //we only compute the sum on the first pass + bool compute_sum = (digit_pos == RADIX_TOTAL_BITS - Config::RADIX_BITS); + count_radix_using_mask( counts, smem_counts, desired, desired_mask, + digit_pos, + num_edges, gene_id, num_genes, + theta_edges, smem_sum, /*compute_sum=*/compute_sum); + if (compute_sum && threadIdx.x == 0) *theta_sum = *smem_sum; + } else { + count_radix_contiguous( counts, smem_counts, desired, desired_mask,digit_pos, cache_n, cache); + } + + int chosen_digit = 0; + PROPR_UNROLL + for (int d = 0; d < Config::RADIX_SIZE; ++d) { + int count = counts[d]; + if (count >= k_to_find) { + chosen_digit = d; + break; + } + k_to_find -= count; + } + + desired = set_bitfield(desired, static_cast(chosen_digit), digit_pos, Config::RADIX_BITS); + desired_mask = set_bitfield(desired_mask, static_cast(Config::RADIX_MASK), digit_pos, Config::RADIX_BITS); + + if (!use_cache && digit_index == 0) { + int bucket_count = counts[chosen_digit]; + if (bucket_count > 0 && bucket_count <= cache_cap && cache_cap > 0) { + cache_n = compact_masked_bucket_to_shared(cache, cache_cap, s_compact_out, + num_edges, gene_id, num_genes, theta_edges, + desired, desired_mask); + use_cache = (cache_n > 0); + } + } + ++digit_index; + } + + *median_val = radix::radix_deconvert(desired); + } + + // One block per gene: mean + lower median over N-1 incident edges + template > + __global__ + void genewise_theta_stats( + const T *__restrict__ theta_edges, + int num_genes, + T *__restrict__ out_mean, + T *__restrict__ out_median, + int cache_cap_values = 0) { + static_assert(std::is_same_v || std::is_same_v, "genewise_theta_stats only supports float and double"); + + __shared__ int smem_counts[Config::RADIX_SIZE]; + __shared__ T smem_sum; // sum for first pass + __shared__ T sum_all; + __shared__ int s_compact_out; + + extern __shared__ unsigned char cache_raw[]; + T *cache = reinterpret_cast(cache_raw); + + int gene_id = (int) blockIdx.x; + if (gene_id >= num_genes) return; + + int num_edges = num_genes - 1; + if (num_edges <= 0) { + if (threadIdx.x == 0) { + out_mean[gene_id] = std::numeric_limits::quiet_NaN(); + out_median[gene_id] = std::numeric_limits::quiet_NaN(); + } + return; + } + + int k0 = (num_edges - 1) / 2; // lower median + T med = T(0); + + radix_select( + k0 + 1, num_edges, gene_id, num_genes, + smem_counts, &smem_sum, + cache, cache_cap_values, &s_compact_out, + theta_edges, + &med, + &sum_all); + + if (threadIdx.x == 0) { + out_median[gene_id] = med; + out_mean[gene_id] = sum_all / static_cast(num_edges); + } + } + + } // namespace cuda + } // namespace dispatch +} // namespace propr diff --git a/inst/include/propr/kernels/cuda/dispatch/genewise.cuh b/inst/include/propr/kernels/cuda/dispatch/genewise.cuh index e054dd88..a6939179 100644 --- a/inst/include/propr/kernels/cuda/dispatch/genewise.cuh +++ b/inst/include/propr/kernels/cuda/dispatch/genewise.cuh @@ -1,372 +1,35 @@ #pragma once -#include -#include -#include -#include - -#include -#include -#include - - -#include -#include +#include +#include namespace propr { namespace dispatch { namespace cuda { - template - __global__ void genewise_connectivity_stats( - const int* __restrict__ partner, - const int* __restrict__ pair, - const float* __restrict__ theta, - const float* __restrict__ fdr, - int num_edges, - float fdr_thresh, - int sort_end_bit, - int* __restrict__ per_gene_count, - int* __restrict__ per_gene_conn, - float* __restrict__ per_gene_wconn) - { - static_assert(THREADS_PER_BLOCK % 32 == 0, "THREADS_PER_BLOCK must be a multiple of warpSize"); - constexpr int GENES_PER_THREAD = 2 * PAIRS_PER_THREAD; - constexpr int INVALID_KEY = INT_MAX; - - struct __align__(16) Stats { - int count = 0; // total occurrences - int conn = 0; // significant occurrences - float wconn = 0; // sum(1-theta) for significant occurrences - int _pad = 0; - }; - - struct SegItem { - Stats stat; - int head; // 1 if the position is the start of a run - }; - - struct SegOp { - __device__ __forceinline__ SegItem operator()(SegItem const& a, SegItem const& b) const { - if (b.head) return b; - SegItem out; - out.stat.count = a.stat.count + b.stat.count; - out.stat.conn = a.stat.conn + b.stat.conn; - out.stat.wconn = a.stat.wconn + b.stat.wconn; - out.head = a.head; - return out; - } - }; - - using BlockSortT = cub::BlockRadixSort; - using BlockDiscT = cub::BlockDiscontinuity; - using BlockScanT = cub::BlockScan; - - __shared__ union { - typename BlockSortT::TempStorage sort; - typename BlockDiscT::TempStorage disc; - typename BlockScanT::TempStorage scan; - } temp; - - const int tid = (int)threadIdx.x; - const int blk_pair_offset = (int)blockIdx.x * THREADS_PER_BLOCK * PAIRS_PER_THREAD; - - int keys[GENES_PER_THREAD]; - Stats vals[GENES_PER_THREAD]; - - PROPR_UNROLL - for (int j = 0; j < PAIRS_PER_THREAD; ++j) { - const int e = blk_pair_offset + j * THREADS_PER_BLOCK + tid; - - int a = INVALID_KEY, b = INVALID_KEY; - int sig = 0; - float w = 0.0f; - - if (e < num_edges) { - a = partner[e]; - b = pair[e]; - if (fdr[e] < fdr_thresh) { - sig = 1; w = 1.0f - theta[e]; // mark the pair as sig - } - } - - keys[2*j + 0] = a; - vals[2*j + 0].count = (a != INVALID_KEY) ? 1 : 0; - vals[2*j + 0].conn = (a != INVALID_KEY) ? sig : 0; - vals[2*j + 0].wconn = (a != INVALID_KEY && sig) ? w : 0.0f; - - keys[2*j + 1] = b; - vals[2*j + 1].count = (b != INVALID_KEY) ? 1 : 0; - vals[2*j + 1].conn = (b != INVALID_KEY) ? sig : 0; - vals[2*j + 1].wconn = (b != INVALID_KEY && sig) ? w : 0.0f; - } - - BlockSortT(temp.sort).Sort(keys, vals, 0, sort_end_bit); - __syncthreads(); - - int head_flags[GENES_PER_THREAD]; - BlockDiscT(temp.disc).FlagHeads(head_flags, keys, cub::Inequality()); - __syncthreads(); - - SegItem items[GENES_PER_THREAD]; - PROPR_UNROLL - for (int i = 0; i < GENES_PER_THREAD; ++i) { - items[i].stat = vals[i]; - items[i].head = head_flags[i]; - } - - BlockScanT(temp.scan).InclusiveScan(items, items, SegOp{}); - __syncthreads(); - - int tail_flags[GENES_PER_THREAD]; - BlockDiscT(temp.disc).FlagTails(tail_flags, keys, cub::Inequality()); - __syncthreads(); - - PROPR_UNROLL - for (int i = 0; i < GENES_PER_THREAD; ++i) { - const int k = keys[i]; - if (k == INVALID_KEY) continue; - if (tail_flags[i]) { - atomicAdd(&per_gene_count[k], items[i].stat.count); - if (items[i].stat.conn) atomicAdd(&per_gene_conn[k], items[i].stat.conn); - if (items[i].stat.wconn != 0.0f) atomicAdd(&per_gene_wconn[k], items[i].stat.wconn); - } - } - } - - constexpr int RADIX_BITS = 4; - constexpr int RADIX_SIZE = 1 << RADIX_BITS; // 16 - constexpr int RADIX_MASK = RADIX_SIZE - 1; // 15 - - // Packed order index for edge (I neighbor = pos if pos < g else pos+1 - template - static __device__ __forceinline__ T load_theta_incident( - int gene_id, int pos, int num_genes, const T* __restrict__ theta_edges) { - int nbr = (pos < gene_id) ? pos : (pos + 1); - int I = (nbr < gene_id) ? nbr : gene_id; - int J = (nbr < gene_id) ? gene_id : nbr; // J=max - long long idx = packed_idx_partner_major(I, J); - return theta_edges[idx]; - } - - template - __device__ void count_radix_using_mask( - int counts[RADIX_SIZE], - int *smem_counts, // shared [RADIX_SIZE] - unsigned_type_t desired, - unsigned_type_t desired_mask, - int digit_pos, - int num_edges, - int gene_id, + // partner/pair are 1-based feature indices as stored in propd@results. + void genewise_connectivity( + Rcpp::IntegerVector& per_gene_count, + Rcpp::IntegerVector& per_gene_conn, + Rcpp::NumericVector& per_gene_wconn, + Rcpp::NumericVector& per_gene_fdr_sum, + const Rcpp::IntegerVector& partner, + const Rcpp::IntegerVector& pair, + const Rcpp::NumericVector& theta, + const Rcpp::NumericVector& fdr, int num_genes, - const T *__restrict__ theta_edges, - T *smem_sum, // shared scalar (valid only if compute_sum=true) - bool compute_sum) - { - using RadixT = unsigned_type_t; - - PROPR_UNROLL - for (int d = 0; d < RADIX_SIZE; ++d) counts[d] = 0; - - if (threadIdx.x < RADIX_SIZE) smem_counts[threadIdx.x] = 0; - if (compute_sum && threadIdx.x == 0) *smem_sum = T(0); - __syncthreads(); + double fdr_thresh, + propr_context context = DEFAULT_GLOBAL_CONTEXT); - T local_sum = T(0); - int iters = propr::round_up(num_edges, int(blockDim.x)); - - for (int pos = threadIdx.x; pos < iters; pos += blockDim.x) { - bool in_range = (pos < num_edges); - T fv = in_range ? load_theta_incident(gene_id, pos, num_genes, theta_edges) : T(0); - - if (compute_sum && in_range) local_sum += fv; - - RadixT rv = propr::radix::radix_convert(fv); - bool has_val = in_range && ((rv & desired_mask) == desired); - if (!has_val) continue; - RadixT digit = get_bitfield(rv, digit_pos, RADIX_BITS); - counts[static_cast(digit)] += 1; - } - - int lane = threadIdx.x % PROPR_WARP_SIZE; - - if (compute_sum) { - local_sum = propr::cuda::internal::warp::warp_reduce(local_sum, propr::ReduceSum{}); - if (lane == 0) atomicAdd(smem_sum, local_sum); - } - - PROPR_UNROLL - for (int d = 0; d < RADIX_SIZE; ++d) { - int v = propr::cuda::internal::warp::warp_reduce(counts[d], propr::ReduceSum{}); - if (lane == 0) atomicAdd(&smem_counts[d], v); - } - - __syncthreads(); - - PROPR_UNROLL - for (int d = 0; d < RADIX_SIZE; ++d) counts[d] = smem_counts[d]; - - __syncthreads(); - } - - template - __device__ T find_pattern( - T *smem_flag_val, // shared [2] : [0]=flag, [1]=value - int num_edges, - int gene_id, - int num_genes, - const T *__restrict__ theta_edges, - unsigned_type_t desired, - unsigned_type_t desired_mask) { - if (threadIdx.x < 2) smem_flag_val[threadIdx.x] = T(0); - __syncthreads(); - - int iters = propr::round_up(num_edges, int(blockDim.x)); - for (int pos = threadIdx.x; pos < iters; pos += blockDim.x) { - bool in_range = (pos < num_edges); - T v = in_range ? load_theta_incident(gene_id, pos, num_genes, theta_edges) : T(0); - if (in_range && ((radix::radix_convert(v) & desired_mask) == desired)) { - smem_flag_val[0] = T(1); - smem_flag_val[1] = v; - } - __syncthreads(); - T found = smem_flag_val[0]; - T val = smem_flag_val[1]; - __syncthreads(); - if (found != T(0)) return val; - } - - return std::numeric_limits::quiet_NaN(); - } - - template - __device__ void radix_select( - int k_1based, // 1-based - int num_edges, - int gene_id, - int num_genes, - int *smem_counts, // shared [RADIX_SIZE] - T *smem_flag_val, // shared [2] - T *smem_sum, // shared scalar - const T *__restrict__ theta_edges, - T *median_val, - T *theta_sum) { - - using RadixT = unsigned_type_t; - constexpr int RADIX_TOTAL_BITS = static_cast(sizeof(RadixT) * 8); - - int counts[RADIX_SIZE]; - RadixT desired = RadixT(0); - RadixT desired_mask = RadixT(0); - int k_to_find = k_1based; - - bool first = true; - - for (int digit_pos = RADIX_TOTAL_BITS - RADIX_BITS; digit_pos >= 0; digit_pos -= RADIX_BITS) { - count_radix_using_mask( - counts, smem_counts, desired, desired_mask, - digit_pos, num_edges, gene_id, num_genes, theta_edges, - smem_sum, /*compute_sum=*/first); - - if (first) { - if (threadIdx.x == 0) *theta_sum = *smem_sum; // sum over ALL theta values - first = false; - } - - if constexpr (EARLY_EXIT) { - auto found_unique = [&](int digit, int count) -> bool { - if (count == 1 && k_to_find == 1) { - desired = set_bitfield(desired, static_cast(digit), digit_pos, RADIX_BITS); - desired_mask = set_bitfield(desired_mask, static_cast(RADIX_MASK), digit_pos, RADIX_BITS); - *median_val = find_pattern(smem_flag_val, num_edges, gene_id, num_genes, theta_edges, desired, desired_mask); - return true; - } - return false; - }; - auto found_non_unique = [&](int digit, int count) -> bool { - if (count >= k_to_find) { - desired = set_bitfield(desired, static_cast(digit), digit_pos, RADIX_BITS); - desired_mask = set_bitfield(desired_mask, static_cast(RADIX_MASK), digit_pos, RADIX_BITS); - return true; - } - k_to_find -= count; - return false; - }; - // k-th smallest - PROPR_UNROLL - for (int d = 0; d < RADIX_SIZE; ++d) { - int c = counts[d]; - if (found_unique(d, c)) return; - if (found_non_unique(d, c)) break; - } - } else { - PROPR_UNROLL - for (int d = 0; d < RADIX_SIZE; ++d) { - int c = counts[d]; - if (c >= k_to_find) { - desired = set_bitfield(desired, static_cast(d), digit_pos, RADIX_BITS); - desired_mask = set_bitfield(desired_mask, static_cast(RADIX_MASK), digit_pos, RADIX_BITS); - break; - } - k_to_find -= c; - } - } - - } - *median_val = radix::radix_deconvert(desired); - } - - // One block per gene: mean + lower median over N-1 incident edges - template - __global__ + // theta_edges are expected in partner-major packed order: + // idx = J*(J-1)/2 + I for I < J, 0-based. void genewise_theta_stats( - const T *__restrict__ theta_edges, + Rcpp::NumericVector& out_mean, + Rcpp::NumericVector& out_median, + const Rcpp::NumericVector& theta_edges, int num_genes, - T *__restrict__ out_mean, - T *__restrict__ out_median) { - static_assert(std::is_same_v || std::is_same_v, "genewise_theta_stats only supports float and double"); - - __shared__ int smem_counts[RADIX_SIZE]; - __shared__ T smem_flag_val[2]; // keep find - __shared__ T smem_sum; // sum for first pass - __shared__ T sum_all; - - int gene_id = (int) blockIdx.x; - if (gene_id >= num_genes) return; - - int num_edges = num_genes - 1; - if (num_edges <= 0) { - if (threadIdx.x == 0) { - out_mean[gene_id] = std::numeric_limits::quiet_NaN(); - out_median[gene_id] = std::numeric_limits::quiet_NaN(); - } - return; - } - - int k0 = (num_edges - 1) / 2; // lower median - T med = T(0); - - radix_select( - k0 + 1, num_edges, gene_id, num_genes, - smem_counts, smem_flag_val, &smem_sum, - theta_edges, - &med, - &sum_all); - - if (threadIdx.x == 0) { - out_median[gene_id] = med; - out_mean[gene_id] = sum_all / static_cast(num_edges); - } - } + propr_context context = DEFAULT_GLOBAL_CONTEXT); - } // namespace cuda - } // namespace dispatch -} // namespace propr + } + } +} diff --git a/inst/include/propr/kernels/cuda/traits/genewise.cuh b/inst/include/propr/kernels/cuda/traits/genewise.cuh new file mode 100644 index 00000000..4aa8052b --- /dev/null +++ b/inst/include/propr/kernels/cuda/traits/genewise.cuh @@ -0,0 +1,23 @@ +#pragma once + +#include + +namespace propr { + namespace cuda { + namespace traits { + + struct genewise_connectivity_stats_config { + static constexpr int THREADS_PER_BLOCK = 256; + static constexpr int PAIRS_PER_THREAD = 4; + }; + + template + struct genewise_theta_stats_config_for : thread_layout_1d<256> { + static constexpr int RADIX_BITS = 4; + static constexpr int RADIX_SIZE = 1 << RADIX_BITS; + static constexpr int RADIX_MASK = RADIX_SIZE - 1; + static constexpr int CACHE_CAP_VALUES = 2048; + }; + } + } +} diff --git a/inst/include/propr/runtime/cuda_executor.hpp b/inst/include/propr/runtime/cuda_executor.hpp index d546b4a5..4bbdba08 100644 --- a/inst/include/propr/runtime/cuda_executor.hpp +++ b/inst/include/propr/runtime/cuda_executor.hpp @@ -33,6 +33,22 @@ namespace propr { int nfeats); void ratiosRcpp(Rcpp::NumericMatrix& out, const Rcpp::NumericMatrix& X); void results2matRcpp(Rcpp::NumericMatrix& out, const Rcpp::DataFrame& results, int n, double diagonal); + void genewise_connectivity( + Rcpp::IntegerVector& per_gene_count, + Rcpp::IntegerVector& per_gene_conn, + Rcpp::NumericVector& per_gene_wconn, + Rcpp::NumericVector& per_gene_fdr_sum, + const Rcpp::IntegerVector& partner, + const Rcpp::IntegerVector& pair, + const Rcpp::NumericVector& theta, + const Rcpp::NumericVector& fdr, + int num_genes, + double fdr_thresh); + void genewise_theta_stats( + Rcpp::NumericVector& out_mean, + Rcpp::NumericVector& out_median, + const Rcpp::NumericVector& theta_edges, + int num_genes); void lrm_basic(Rcpp::NumericVector& out, Rcpp::NumericMatrix& Y); void lrm_weighted(Rcpp::NumericVector& out, Rcpp::NumericMatrix& Y, Rcpp::NumericMatrix& W); diff --git a/inst/include/propr/utils/common/preprocessor.cuh b/inst/include/propr/utils/common/preprocessor.cuh index 052bcbea..2176cfa3 100644 --- a/inst/include/propr/utils/common/preprocessor.cuh +++ b/inst/include/propr/utils/common/preprocessor.cuh @@ -1,15 +1,15 @@ #pragma once -#ifdef __CUDA_ARCH__ +// #ifdef __CUDA_ARCH__ #define PROPR_HOST_DEVICE __host__ __device__ #define PROPR_HOST __host__ #define PROPR_DEVICE __device__ -#else - #define PROPR_HOST_DEVICE - #define PROPR_HOST - #define PROPR_DEVICE -#endif +// #else +// #define PROPR_HOST_DEVICE +// #define PROPR_HOST +// #define PROPR_DEVICE +// #endif #define PROPR_INLINE inline diff --git a/inst/include/propr/utils/constants.h b/inst/include/propr/utils/constants.h deleted file mode 100644 index 0f18b3e0..00000000 --- a/inst/include/propr/utils/constants.h +++ /dev/null @@ -1,10 +0,0 @@ -#pragma once - -#define IS_POWER_OF_2(x) (((x) != 0) && (((x) & ((x) - 1)) == 0)) -#define PROPR_WARP_SIZE 32U - -#define HLF_EPSILON __float2half(4.887581E-04) -#define HLF_MIN __float2half(6.103516E-05) -#define HLF_MAX __float2half(6.550400E+04) - -#define PROPR_R_NA_REAL 0x7ff007a2 /* 0x7A2 = 1954, as in R_NaReal */ diff --git a/inst/include/propr/utils/cuda_checks.h b/inst/include/propr/utils/cuda_checks.h deleted file mode 100644 index 84db580c..00000000 --- a/inst/include/propr/utils/cuda_checks.h +++ /dev/null @@ -1,64 +0,0 @@ -#pragma once - -#include - -#include -#include - - -#define PROPR_CUDA_CHECK(call) \ - do { \ - cudaError_t err = call; \ - if (err != cudaSuccess) { \ - fprintf(stderr, "CUDA error at %s:%d - %s\n", __FILE__, __LINE__, cudaGetErrorString(err)); \ - exit(EXIT_FAILURE); \ - } \ - } while (0) - - -#define PROPR_CUBLAS_CHECK(call) \ - do { \ - cublasStatus_t status = (call); \ - if (status != CUBLAS_STATUS_SUCCESS) { \ - std::string error_msg; \ - switch (status) { \ - case CUBLAS_STATUS_SUCCESS: error_msg = "CUBLAS_STATUS_SUCCESS"; break; \ - case CUBLAS_STATUS_NOT_INITIALIZED: error_msg = "CUBLAS_STATUS_NOT_INITIALIZED"; break; \ - case CUBLAS_STATUS_ALLOC_FAILED: error_msg = "CUBLAS_STATUS_ALLOC_FAILED"; break; \ - case CUBLAS_STATUS_INVALID_VALUE: error_msg = "CUBLAS_STATUS_INVALID_VALUE"; break; \ - case CUBLAS_STATUS_ARCH_MISMATCH: error_msg = "CUBLAS_STATUS_ARCH_MISMATCH"; break; \ - case CUBLAS_STATUS_MAPPING_ERROR: error_msg = "CUBLAS_STATUS_MAPPING_ERROR"; break; \ - case CUBLAS_STATUS_EXECUTION_FAILED: error_msg = "CUBLAS_STATUS_EXECUTION_FAILED"; break; \ - case CUBLAS_STATUS_INTERNAL_ERROR: error_msg = "CUBLAS_STATUS_INTERNAL_ERROR"; break; \ - case CUBLAS_STATUS_NOT_SUPPORTED: error_msg = "CUBLAS_STATUS_NOT_SUPPORTED"; break; \ - case CUBLAS_STATUS_LICENSE_ERROR: error_msg = "CUBLAS_STATUS_LICENSE_ERROR"; break; \ - default: error_msg = "Unknown cuBLAS error"; break; \ - } \ - std::cerr << "cuBLAS error at " << __FILE__ << ":" << __LINE__ << ": " \ - << error_msg << " (" << status << ")" << std::endl; \ - std::exit(EXIT_FAILURE); \ - } \ - } while (0) - - -#define PROPR_STREAM_SYNCHRONIZE(call) \ - do { \ - cudaError_t err_1 = cudaStreamSynchronize(context.stream); \ - if (err_1 != cudaSuccess) { \ - fprintf(stderr, "CUDA error at %s:%d - %s\n", __FILE__, __LINE__, cudaGetErrorString(err_1)); \ - exit(EXIT_FAILURE); \ - } \ - cudaError_t err_2 = cudaPeekAtLastError(); \ - if (err_2 != cudaSuccess) { \ - fprintf(stderr, "CUDA error at %s:%d - %s\n", __FILE__, __LINE__, cudaGetErrorString(err_2)); \ - exit(EXIT_FAILURE); \ - } \ - } while (0) - - -static void checkCublas(cublasStatus_t st, const char* msg) { - if (st != CUBLAS_STATUS_SUCCESS) { - fprintf(stderr, "[cuBLAS ERROR] %s\n", msg); - exit(-1); - } -} diff --git a/inst/include/propr/utils/cuda_helpers.cuh b/inst/include/propr/utils/cuda_helpers.cuh deleted file mode 100644 index 3bac41cd..00000000 --- a/inst/include/propr/utils/cuda_helpers.cuh +++ /dev/null @@ -1,34 +0,0 @@ -#pragma once - -#include - - -namespace propr { - template && std::is_integral_v>> - PROPR_HOST_DEVICE - PROPR_FORCE_INLINE - constexpr std::make_unsigned_t> - ceil_div(A a, B b) { - using R = std::make_unsigned_t>; - R ra = static_cast(a); - R rb = static_cast(b); - if (rb == 0 || ra == 0) return 0; - return 1 + ((ra - 1) / rb); - } - - - template && std::is_integral_v>> - PROPR_HOST_DEVICE - PROPR_FORCE_INLINE - constexpr std::make_unsigned_t> - round_up(A a, B b) { - using R = std::make_unsigned_t>; - R ra = static_cast(a); - R rb = static_cast(b); - if (rb == 0 || ra == 0) return 0; - return ((ra + rb - 1) / rb) * rb; - } - -} - diff --git a/inst/include/propr/utils/cuda_profiler.cuh b/inst/include/propr/utils/cuda_profiler.cuh deleted file mode 100644 index 945cd5cb..00000000 --- a/inst/include/propr/utils/cuda_profiler.cuh +++ /dev/null @@ -1,41 +0,0 @@ -#pragma once - -#include - -#include -#include -#include -#include - -namespace propr { - namespace profiler { - - struct record { - std::string name; - double milliseconds; - }; - - void set_enabled(bool on); - bool is_enabled(); - - std::vector consume_records(); - - class cuda_scope_timer { - public: - cuda_scope_timer(const char* name, cudaStream_t stream); - ~cuda_scope_timer(); - - private: - bool enabled_; - std::string name_; - cudaStream_t stream_; - cudaEvent_t start_{}; - cudaEvent_t stop_{}; - }; - - #define PROPR_PROFILE_CUDA_CONCAT(a, b) a##b - #define PROPR_PROFILE_CUDA_MAKE_NAME(a, b) PROPR_PROFILE_CUDA_CONCAT(a, b) - #define PROPR_PROFILE_CUDA(NAME, STREAM) ::propr::profiler::cuda_scope_timer PROPR_PROFILE_CUDA_MAKE_NAME(_propr_profile_scope_, __LINE__)(NAME, STREAM) - - } -} diff --git a/inst/include/propr/utils/host_exclusive_profiler.hpp b/inst/include/propr/utils/host_exclusive_profiler.hpp deleted file mode 100644 index e6e5310f..00000000 --- a/inst/include/propr/utils/host_exclusive_profiler.hpp +++ /dev/null @@ -1,28 +0,0 @@ -#pragma once - -#include -#include - -#include - -namespace propr { - namespace profiler { - - bool host_registration_blocked(); - - class host_exclusive_scope_timer { - public: - explicit host_exclusive_scope_timer(const char* name); - ~host_exclusive_scope_timer(); - - private: - bool enabled_; - std::string name_; - std::chrono::high_resolution_clock::time_point start_; - }; - - #define PROPR_PROFILE_HOST_EXCLUSIVE_CONCAT(a, b) a##b - #define PROPR_PROFILE_HOST_EXCLUSIVE_MAKE_NAME(a, b) PROPR_PROFILE_HOST_EXCLUSIVE_CONCAT(a, b) - #define PROPR_PROFILE_HOST_EXCLUSIVE(NAME) ::propr::profiler::host_exclusive_scope_timer PROPR_PROFILE_HOST_EXCLUSIVE_MAKE_NAME(_propr_profile_scope_, __LINE__)(NAME) - } -} diff --git a/inst/include/propr/utils/host_profiler.hpp b/inst/include/propr/utils/host_profiler.hpp deleted file mode 100644 index bc40f8a7..00000000 --- a/inst/include/propr/utils/host_profiler.hpp +++ /dev/null @@ -1,40 +0,0 @@ -#pragma once - -#include -#include -#include - -namespace propr { - namespace profiler { - - struct host_record { - std::string name; - double milliseconds; - }; - - void set_host_enabled(bool on); - bool host_enabled(); - std::vector consume_host_records(); - void record_host_profile(std::string name, double milliseconds); - - void start_host_timer(const char* name); - void pause_host_timer(const char* name); - void resume_host_timer(const char* name); - void stop_host_timer(const char* name); - - class host_scope_timer { - public: - explicit host_scope_timer(const char* name); - ~host_scope_timer(); - - private: - bool enabled_; - std::string name_; - std::chrono::high_resolution_clock::time_point start_; - }; - - #define PROPR_PROFILE_HOST_CONCAT(a, b) a##b - #define PROPR_PROFILE_HOST_MAKE_NAME(a, b) PROPR_PROFILE_HOST_CONCAT(a, b) - #define PROPR_PROFILE_HOST(NAME) ::propr::profiler::host_scope_timer PROPR_PROFILE_HOST_MAKE_NAME(_propr_profile_scope_, __LINE__)(NAME) - } -} diff --git a/inst/include/propr/utils/preprocessor.cuh b/inst/include/propr/utils/preprocessor.cuh deleted file mode 100644 index e191e71e..00000000 --- a/inst/include/propr/utils/preprocessor.cuh +++ /dev/null @@ -1,30 +0,0 @@ - -#pragma once - -#ifdef __CUDA_ARCH__ - #define PROPR_HOST_DEVICE __host__ __device__ - #define PROPR_HOST __host__ - #define PROPR_DEVICE __device__ -#else - #define PROPR_HOST_DEVICE - #define PROPR_HOST - #define PROPR_DEVICE -#endif - - -#define PROPR_INLINE inline -#define PROPR_FORCE_INLINE __forceinline__ - -#if !defined(__CUDACC_RTC__) && (defined(__CUDA_ARCH__) || defined(_NVHPC_CUDA)) - #define PROPR_UNROLL #pragma unroll - #define PROPR_NO_UNROLL #pragma unroll 1 -#elif defined(__CUDACC_RTC__) - #define PROPR_UNROLL _Pragma("unroll") - #define PROPR_NO_UNROLL _Pragma("unroll 1") -#else - #define PROPR_UNROLL - #define PROPR_NO_UNROLL -#endif - - -#define OFFSET(row, col, ld) ((row) * (ld) + (col)) diff --git a/inst/include/propr/utils/rcpp_checks.h b/inst/include/propr/utils/rcpp_checks.h deleted file mode 100644 index 6d65df93..00000000 --- a/inst/include/propr/utils/rcpp_checks.h +++ /dev/null @@ -1,14 +0,0 @@ -#pragma once - -#include -#include - -#define PROPR_CHECK_MATRIX_DIMS(mat, expected_rows, expected_cols) \ - if (mat.nrow() != expected_rows || mat.ncol() != expected_cols) { \ - Rcpp::stop("Error: Output matrix dimensions do not match expected dimensions."); \ - } - -#define PROPR_CHECK_VECTOR_SIZE(vec, expected_size) \ - if (vec.length() != expected_size) { \ - Rcpp::stop("Error: Output vector size does not match expected size."); \ - } diff --git a/inst/include/propr/utils/rcpp_cuda.cuh b/inst/include/propr/utils/rcpp_cuda.cuh deleted file mode 100644 index 459a7e72..00000000 --- a/inst/include/propr/utils/rcpp_cuda.cuh +++ /dev/null @@ -1,185 +0,0 @@ -#include -#include - -#include -#include - -template -struct CastOperator { - OutT operator()(InT x) const { return static_cast(x); } -}; - -template<> struct CastOperator<__half,float> { - __half operator()(const float x) const { return __float2half(x); } -}; -template<> struct CastOperator { - float operator()(const __half h) const { return __half2float(h); } -}; - - -template<> struct CastOperator<__half,double> { - __half operator()(const double x) const { return __float2half(static_cast(x)); } -}; -template<> struct CastOperator { - double operator()(const __half h) const { return static_cast(__half2float(h)); } -}; - - - -inline void check_alignment(const void* ptr, int alignment) { - if (reinterpret_cast(ptr) % (alignment * sizeof(float)) != 0) { - printf("ERROR: Misaligned access at %p, required alignment: %d bytes\n", ptr, alignment * (int)sizeof(float)); - } -} - -template < - typename OutT, - int RTYPE, - bool RowMajor = false -> -inline OutT* RcppMatrixToDevice( - const Rcpp::Matrix& mat, - offset_t& memory_stride, - int alignment = 16) { - - CastOperator::stored_type> CastOp; - - const offset_t nrows = mat.nrow(); - const offset_t ncols = mat.ncol(); - - constexpr bool ColMajor = !RowMajor; - const offset_t slow_orig = ColMajor ? nrows : ncols; - const offset_t fast_orig = ColMajor ? ncols : nrows; - - const offset_t slow_padded = ((slow_orig + alignment - 1) / alignment) * alignment; - const offset_t total_elems = slow_padded * fast_orig; - const size_t total_bytes = total_elems * sizeof(OutT); - - OutT* d_ptr = nullptr; - PROPR_CUDA_CHECK(cudaMalloc(&d_ptr, total_bytes)); - PROPR_CUDA_CHECK(cudaMemset(d_ptr, 0, total_bytes)); - - OutT* h_buf = static_cast(std::malloc(total_bytes)); - if (!h_buf) throw std::bad_alloc(); - std::memset(h_buf, 0, total_bytes); - - if constexpr (ColMajor) { - for (offset_t j = 0; j < ncols; ++j) { - for (offset_t i = 0; i < nrows; ++i) { - const offset_t idx = i + j * slow_padded; - h_buf[idx] = CastOp( mat(i, j) ); - } - } - } else { - for (offset_t i = 0; i < nrows; ++i) { - for (offset_t j = 0; j < ncols; ++j) { - const offset_t idx = j + i * slow_padded; - h_buf[idx] = CastOp( mat(i, j) ); - } - } - } - - PROPR_CUDA_CHECK(cudaMemcpy(d_ptr, h_buf, total_bytes, cudaMemcpyHostToDevice)); - std::free(h_buf); - - memory_stride = slow_padded; - check_alignment(d_ptr, alignment); - return d_ptr; -} - -template -inline OutT* RcppMatrixPermToDevice( - const Rcpp::Matrix& mat, - const Rcpp::IntegerVector& perm, - offset_t& memory_stride, - int alignment = 16 -) { - - CastOperator::stored_type> CastOp; - - const offset_t nrows = mat.nrow(); - const offset_t ncols = mat.ncol(); - - constexpr bool ColMajor = !RowMajor; - const offset_t slow_orig = ColMajor ? nrows : ncols; - const offset_t fast_orig = ColMajor ? ncols : nrows; - - const offset_t slow_padded = - ((slow_orig + alignment - 1) / alignment) * alignment; - const offset_t total_elems = slow_padded * fast_orig; - const size_t total_bytes = total_elems * sizeof(OutT); - - OutT* d_ptr = nullptr; - PROPR_CUDA_CHECK(cudaMalloc(&d_ptr, total_bytes)); - PROPR_CUDA_CHECK(cudaMemset(d_ptr, 0, total_bytes)); - - OutT* h_buf = static_cast(std::malloc(total_bytes)); - if (!h_buf) throw std::bad_alloc(); - std::memset(h_buf, 0, total_bytes); - - if constexpr (ColMajor) { - for (offset_t j = 0; j < ncols; ++j) { - for (offset_t i = 0; i < nrows; ++i) { - const offset_t idx = i + j * slow_padded; - h_buf[idx] = CastOp(mat(perm[i], perm[j])); - } - } - } else { - for (offset_t i = 0; i < nrows; ++i) { - for (offset_t j = 0; j < ncols; ++j) { - const offset_t idx = j + i * slow_padded; - h_buf[idx] = CastOp(mat(perm[i], perm[j])); - } - } - } - - PROPR_CUDA_CHECK(cudaMemcpy(d_ptr, h_buf, total_bytes, cudaMemcpyHostToDevice)); - std::free(h_buf); - - memory_stride = slow_padded; - check_alignment(d_ptr, alignment); - return d_ptr; -} - - -template -void copyToNumericVector( - const T* d_src, - Rcpp::Vector& h_dest, - const size_t size -) { - using DstType = typename Rcpp::traits::storage_type::type; - - const size_t bytes = size * sizeof(T); - T* h_temp = static_cast(std::malloc(bytes)); - if (!h_temp) throw std::bad_alloc(); - - PROPR_CUDA_CHECK(cudaMemcpy(h_temp, d_src, bytes, cudaMemcpyDeviceToHost)); - for (offset_t i = 0; i < size; ++i) { - h_dest[i] = static_cast(h_temp[i]); - } - std::free(h_temp); -} - - -template -T* RcppVectorToDevice(const Rcpp::Vector& h_src, size_t size) { - using SrcType = typename Rcpp::traits::storage_type::type; - CastOperator::stored_type> CastOp; - T* d_ptr = nullptr; - const size_t bytes = size * sizeof(T); - PROPR_CUDA_CHECK(cudaMalloc(reinterpret_cast(&d_ptr), bytes)); - if constexpr (std::is_same_v) { - PROPR_CUDA_CHECK(cudaMemcpy(d_ptr, - static_cast(h_src.begin()), - bytes, - cudaMemcpyHostToDevice)); - } else { - T* h_temp = static_cast(std::malloc(bytes)); - for (int i = 0; i < size; ++i) h_temp[i] = static_cast(h_src[i]); - PROPR_CUDA_CHECK(cudaMemcpy(d_ptr, h_temp, bytes, cudaMemcpyHostToDevice)); - std::free(h_temp); - } - - return d_ptr; -} \ No newline at end of file diff --git a/inst/include/propr/utils/rcpp_helpers.h b/inst/include/propr/utils/rcpp_helpers.h deleted file mode 100644 index 71f3f628..00000000 --- a/inst/include/propr/utils/rcpp_helpers.h +++ /dev/null @@ -1,49 +0,0 @@ -#pragma once - -#include -#include - -namespace propr { - namespace rcpp { - namespace helpers { - - inline void printRMatrix(Rcpp::NumericMatrix mat) { - int nrow = mat.nrow(); - int ncol = mat.ncol(); - for (int i = 0; i < nrow; ++i) { - for (int j = 0; j < ncol; ++j) { - std::cout << mat(i, j) << " "; - } std::cout << std::endl; - } std::cout << std::endl; - } - - - inline void printRVector(Rcpp::NumericVector vec) { - int nele = vec.size(); - for (int i = 0; i < nele; ++i) { - std::cout << vec(i) << " "; - } - std::cout << std::endl; - } - - inline Rcpp::NumericMatrix pad_matrix(const Rcpp::NumericMatrix& mat, - int padTop, int padBottom, - int padLeft, int padRight, - double pad_value = 0.0) { - int old_nrow = mat.nrow(); - int old_ncol = mat.ncol(); - int new_nrow = old_nrow + padTop + padBottom; - int new_ncol = old_ncol + padLeft + padRight; - - Rcpp::NumericMatrix out(new_nrow, new_ncol); - std::fill_n(REAL(out), new_nrow * new_ncol, pad_value); - for (int i = 0; i < old_nrow; ++i) { - for (int j = 0; j < old_ncol; ++j) { - out(i + padTop, j + padLeft) = mat(i, j); - } - } - return out; - } - } - } -} diff --git a/man/propdGenewise.Rd b/man/propdGenewise.Rd index f6a71c41..e6b0860b 100644 --- a/man/propdGenewise.Rd +++ b/man/propdGenewise.Rd @@ -4,7 +4,7 @@ \alias{propdGenewise} \title{Convert pairwise propd results into genewise} \usage{ -propdGenewise(propd, pairwise_fdr = 0.05) +propdGenewise(propd, pairwise_fdr = 0.05, backend = "auto") } \arguments{ \item{propd}{A \code{\link{propd}} object, with FDR values from updateF. Note: @@ -13,6 +13,8 @@ on the option to get FDR values based on permutations.} \item{pairwise_fdr}{FDR threashold to consider a pairwise relationship as significant. Default is 0.05.} + +\item{backend}{Backend to use for connectivity statistics (\code{"auto"}, \code{"cpu"}, or \code{"cuda"}).} } \value{ A data frame with genewise results that can be used to identify differentially diff --git a/src/RcppExports.cpp b/src/RcppExports.cpp index fb4bf462..ef92e91c 100644 --- a/src/RcppExports.cpp +++ b/src/RcppExports.cpp @@ -364,6 +364,23 @@ BEGIN_RCPP return rcpp_result_gen; END_RCPP } +// genewiseConnectivityRcpp +Rcpp::List genewiseConnectivityRcpp(const Rcpp::IntegerVector& partner, const Rcpp::IntegerVector& pair, const Rcpp::NumericVector& theta, const Rcpp::NumericVector& fdr, int num_genes, double pairwise_fdr, Rcpp::String backend); +RcppExport SEXP _propr_genewiseConnectivityRcpp(SEXP partnerSEXP, SEXP pairSEXP, SEXP thetaSEXP, SEXP fdrSEXP, SEXP num_genesSEXP, SEXP pairwise_fdrSEXP, SEXP backendSEXP) { +BEGIN_RCPP + Rcpp::RObject rcpp_result_gen; + Rcpp::RNGScope rcpp_rngScope_gen; + Rcpp::traits::input_parameter< const Rcpp::IntegerVector& >::type partner(partnerSEXP); + Rcpp::traits::input_parameter< const Rcpp::IntegerVector& >::type pair(pairSEXP); + Rcpp::traits::input_parameter< const Rcpp::NumericVector& >::type theta(thetaSEXP); + Rcpp::traits::input_parameter< const Rcpp::NumericVector& >::type fdr(fdrSEXP); + Rcpp::traits::input_parameter< int >::type num_genes(num_genesSEXP); + Rcpp::traits::input_parameter< double >::type pairwise_fdr(pairwise_fdrSEXP); + Rcpp::traits::input_parameter< Rcpp::String >::type backend(backendSEXP); + rcpp_result_gen = Rcpp::wrap(genewiseConnectivityRcpp(partner, pair, theta, fdr, num_genes, pairwise_fdr, backend)); + return rcpp_result_gen; +END_RCPP +} // getOR Rcpp::NumericVector getOR(const Rcpp::IntegerMatrix& A, const Rcpp::IntegerMatrix& G, Rcpp::String backend); RcppExport SEXP _propr_getOR(SEXP ASEXP, SEXP GSEXP, SEXP backendSEXP) { @@ -600,6 +617,7 @@ static const R_CallMethodDef CallEntries[] = { {"_propr_ctzRcpp", (DL_FUNC) &_propr_ctzRcpp, 2}, {"_propr_setCudaProfile", (DL_FUNC) &_propr_setCudaProfile, 1}, {"_propr_consumeCudaProfile", (DL_FUNC) &_propr_consumeCudaProfile, 0}, + {"_propr_genewiseConnectivityRcpp", (DL_FUNC) &_propr_genewiseConnectivityRcpp, 7}, {"_propr_getOR", (DL_FUNC) &_propr_getOR, 3}, {"_propr_getORperm", (DL_FUNC) &_propr_getORperm, 4}, {"_propr_permuteOR", (DL_FUNC) &_propr_permuteOR, 4}, diff --git a/src/cuda_profiler_stub.cpp b/src/cuda_profiler_stub.cpp index 408488ac..5dac20af 100644 --- a/src/cuda_profiler_stub.cpp +++ b/src/cuda_profiler_stub.cpp @@ -2,10 +2,8 @@ using namespace Rcpp; -// [[Rcpp::export]] void setCudaProfile(bool enable) { (void)enable; } -// [[Rcpp::export]] DataFrame consumeCudaProfile() { return DataFrame::create( _["name"] = CharacterVector(0), diff --git a/src/dispatch/cuda/CMakeLists.txt b/src/dispatch/cuda/CMakeLists.txt index a46339a2..55e467ef 100644 --- a/src/dispatch/cuda/CMakeLists.txt +++ b/src/dispatch/cuda/CMakeLists.txt @@ -2,6 +2,7 @@ set(PROPR_SOURCES ${CMAKE_CURRENT_SOURCE_DIR}/comparison.cu ${CMAKE_CURRENT_SOURCE_DIR}/ctzRcpp.cu ${CMAKE_CURRENT_SOURCE_DIR}/graflex.cu + ${CMAKE_CURRENT_SOURCE_DIR}/genewise.cu ${CMAKE_CURRENT_SOURCE_DIR}/lr2propr.cu ${CMAKE_CURRENT_SOURCE_DIR}/backend.cu ${CMAKE_CURRENT_SOURCE_DIR}/lrm.cu diff --git a/src/dispatch/cuda/cuda_executor.cu b/src/dispatch/cuda/cuda_executor.cu index 7840fa11..7dfb29a5 100644 --- a/src/dispatch/cuda/cuda_executor.cu +++ b/src/dispatch/cuda/cuda_executor.cu @@ -4,6 +4,7 @@ #include #include #include +#include #include #include #include @@ -101,6 +102,38 @@ void results2matRcpp(Rcpp::NumericMatrix& out, const Rcpp::DataFrame& results, i dispatch::cuda::results2matRcpp(out, results, n, diagonal); } +void genewise_connectivity( + Rcpp::IntegerVector& per_gene_count, + Rcpp::IntegerVector& per_gene_conn, + Rcpp::NumericVector& per_gene_wconn, + Rcpp::NumericVector& per_gene_fdr_sum, + const Rcpp::IntegerVector& partner, + const Rcpp::IntegerVector& pair, + const Rcpp::NumericVector& theta, + const Rcpp::NumericVector& fdr, + int num_genes, + double fdr_thresh) { + dispatch::cuda::genewise_connectivity( + per_gene_count, + per_gene_conn, + per_gene_wconn, + per_gene_fdr_sum, + partner, + pair, + theta, + fdr, + num_genes, + fdr_thresh); +} + +void genewise_theta_stats( + Rcpp::NumericVector& out_mean, + Rcpp::NumericVector& out_median, + const Rcpp::NumericVector& theta_edges, + int num_genes) { + dispatch::cuda::genewise_theta_stats(out_mean, out_median, theta_edges, num_genes); +} + void lrm_basic(Rcpp::NumericVector& out, Rcpp::NumericMatrix& Y) { dispatch::cuda::lrm_basic(out, Y); } diff --git a/src/dispatch/cuda/genewise.cu b/src/dispatch/cuda/genewise.cu new file mode 100644 index 00000000..6bc71ef4 --- /dev/null +++ b/src/dispatch/cuda/genewise.cu @@ -0,0 +1,204 @@ +#include + +#include + +#include +#include +#include + +#include +#include +#include +#include +#include + +using namespace Rcpp; +using namespace propr; + +namespace { +int sort_end_bit_for_keys(const int num_genes) { + if (num_genes <= 1) return 1; + + unsigned int v = static_cast(num_genes - 1); + int bits = 0; + while (v > 0) { + ++bits; + v >>= 1; + } + return bits; +} +} // namespace + +void propr::dispatch::cuda::genewise_connectivity( + IntegerVector& per_gene_count, + IntegerVector& per_gene_conn, + NumericVector& per_gene_wconn, + NumericVector& per_gene_fdr_sum, + const IntegerVector& partner, + const IntegerVector& pair, + const NumericVector& theta, + const NumericVector& fdr, + int num_genes, + double fdr_thresh, + propr_context context) { + using Config = propr::cuda::traits::genewise_connectivity_stats_config; + + if (num_genes < 0) { + Rcpp::stop("num_genes must be non-negative."); + } + + const int num_edges = partner.size(); + if (pair.size() != num_edges || theta.size() != num_edges || fdr.size() != num_edges) { + Rcpp::stop("partner, pair, theta, and fdr must have identical lengths."); + } + + PROPR_CHECK_VECTOR_SIZE(per_gene_count, num_genes); + PROPR_CHECK_VECTOR_SIZE(per_gene_conn, num_genes); + PROPR_CHECK_VECTOR_SIZE(per_gene_wconn, num_genes); + PROPR_CHECK_VECTOR_SIZE(per_gene_fdr_sum, num_genes); + + if (num_genes == 0) return; + + IntegerVector partner_zero(num_edges); + IntegerVector pair_zero(num_edges); + + for (int i = 0; i < num_edges; ++i) { + const int p = partner[i]; + const int q = pair[i]; + + if (p == NA_INTEGER || q == NA_INTEGER) { + Rcpp::stop("partner/pair cannot contain NA values."); + } + if (p < 1 || p > num_genes || q < 1 || q > num_genes) { + Rcpp::stop("partner/pair indices must be in [1, num_genes]."); + } + + partner_zero[i] = p - 1; + pair_zero[i] = q - 1; + } + + int* d_partner = nullptr; + int* d_pair = nullptr; + float* d_theta = nullptr; + float* d_fdr = nullptr; + + if (num_edges > 0) { + d_partner = RcppVectorToDevice(partner_zero, num_edges); + d_pair = RcppVectorToDevice(pair_zero, num_edges); + d_theta = RcppVectorToDevice(theta, num_edges); + d_fdr = RcppVectorToDevice(fdr, num_edges); + } + + int* d_count = nullptr; + int* d_conn = nullptr; + float* d_wconn = nullptr; + float* d_fdr_sum = nullptr; + + PROPR_CUDA_CHECK(cudaMalloc(&d_count, static_cast(num_genes) * sizeof(int))); + PROPR_CUDA_CHECK(cudaMalloc(&d_conn, static_cast(num_genes) * sizeof(int))); + PROPR_CUDA_CHECK(cudaMalloc(&d_wconn, static_cast(num_genes) * sizeof(float))); + PROPR_CUDA_CHECK(cudaMalloc(&d_fdr_sum, static_cast(num_genes) * sizeof(float))); + + PROPR_CUDA_CHECK(cudaMemsetAsync(d_count, 0, static_cast(num_genes) * sizeof(int), context.stream)); + PROPR_CUDA_CHECK(cudaMemsetAsync(d_conn, 0, static_cast(num_genes) * sizeof(int), context.stream)); + PROPR_CUDA_CHECK(cudaMemsetAsync(d_wconn, 0, static_cast(num_genes) * sizeof(float), context.stream)); + PROPR_CUDA_CHECK(cudaMemsetAsync(d_fdr_sum, 0, static_cast(num_genes) * sizeof(float), context.stream)); + + if (num_edges > 0) { + const int edges_per_block = Config::THREADS_PER_BLOCK * Config::PAIRS_PER_THREAD; + const int grid = propr::ceil_div(num_edges, edges_per_block); + const int sort_end_bit = sort_end_bit_for_keys(num_genes); + + { + PROPR_PROFILE_CUDA("kernel", context.stream); + propr::dispatch::cuda::genewise_connectivity_stats< + Config::THREADS_PER_BLOCK, + Config::PAIRS_PER_THREAD><<>>( + d_partner, + d_pair, + d_theta, + d_fdr, + num_edges, + static_cast(fdr_thresh), + sort_end_bit, + d_count, + d_conn, + d_wconn, + d_fdr_sum); + PROPR_CUDA_CHECK(cudaGetLastError()); + PROPR_STREAM_SYNCHRONIZE(context); + } + } + + copyToNumericVector(d_count, per_gene_count, num_genes); + copyToNumericVector(d_conn, per_gene_conn, num_genes); + copyToNumericVector(d_wconn, per_gene_wconn, num_genes); + copyToNumericVector(d_fdr_sum, per_gene_fdr_sum, num_genes); + + PROPR_CUDA_CHECK(cudaFree(d_partner)); + PROPR_CUDA_CHECK(cudaFree(d_pair)); + PROPR_CUDA_CHECK(cudaFree(d_theta)); + PROPR_CUDA_CHECK(cudaFree(d_fdr)); + + PROPR_CUDA_CHECK(cudaFree(d_count)); + PROPR_CUDA_CHECK(cudaFree(d_conn)); + PROPR_CUDA_CHECK(cudaFree(d_wconn)); + PROPR_CUDA_CHECK(cudaFree(d_fdr_sum)); +} + +void propr::dispatch::cuda::genewise_theta_stats( + NumericVector& out_mean, + NumericVector& out_median, + const NumericVector& theta_edges, + int num_genes, + propr_context context) { + using Config = propr::cuda::traits::genewise_theta_stats_config_for; + + if (num_genes < 0) { + Rcpp::stop("num_genes must be non-negative."); + } + + PROPR_CHECK_VECTOR_SIZE(out_mean, num_genes); + PROPR_CHECK_VECTOR_SIZE(out_median, num_genes); + + const size_t expected_edges = + (num_genes <= 1) ? 0 : (static_cast(num_genes) * static_cast(num_genes - 1) / 2); + if (theta_edges.size() != static_cast(expected_edges)) { + Rcpp::stop("theta_edges length does not match num_genes*(num_genes-1)/2."); + } + + if (num_genes == 0) return; + + float* d_theta = nullptr; + float* d_mean = nullptr; + float* d_median = nullptr; + + d_theta = RcppVectorToDevice(theta_edges, expected_edges); + + PROPR_CUDA_CHECK(cudaMalloc(&d_mean, static_cast(num_genes) * sizeof(float))); + PROPR_CUDA_CHECK(cudaMalloc(&d_median, static_cast(num_genes) * sizeof(float))); + + const int block = Config::BLK_X; + const int grid = num_genes; + const int cache_cap = Config::CACHE_CAP_VALUES; + const size_t shared_bytes = static_cast(cache_cap) * sizeof(float); + + { + PROPR_PROFILE_CUDA("kernel", context.stream); + propr::dispatch::cuda::genewise_theta_stats<<>>( + d_theta, + num_genes, + d_mean, + d_median, + cache_cap); + PROPR_CUDA_CHECK(cudaGetLastError()); + PROPR_STREAM_SYNCHRONIZE(context); + } + + copyToNumericVector(d_mean, out_mean, num_genes); + copyToNumericVector(d_median, out_median, num_genes); + + PROPR_CUDA_CHECK(cudaFree(d_theta)); + PROPR_CUDA_CHECK(cudaFree(d_mean)); + PROPR_CUDA_CHECK(cudaFree(d_median)); +} diff --git a/src/dispatch/runtime/stubs/cuda_stubs.cpp b/src/dispatch/runtime/stubs/cuda_stubs.cpp index 0d2f1ebc..8bfdf5c9 100644 --- a/src/dispatch/runtime/stubs/cuda_stubs.cpp +++ b/src/dispatch/runtime/stubs/cuda_stubs.cpp @@ -31,6 +31,18 @@ void half2mat(Rcpp::NumericMatrix&, const Rcpp::NumericVector&) { throw_unavaila void vector2mat(Rcpp::NumericMatrix&, const Rcpp::NumericVector&, const Rcpp::IntegerVector&, const Rcpp::IntegerVector&, int) { throw_unavailable(); } void ratiosRcpp(Rcpp::NumericMatrix&, const Rcpp::NumericMatrix&) { throw_unavailable(); } void results2matRcpp(Rcpp::NumericMatrix&, const Rcpp::DataFrame&, int, double) { throw_unavailable(); } +void genewise_connectivity( + Rcpp::IntegerVector&, + Rcpp::IntegerVector&, + Rcpp::NumericVector&, + Rcpp::NumericVector&, + const Rcpp::IntegerVector&, + const Rcpp::IntegerVector&, + const Rcpp::NumericVector&, + const Rcpp::NumericVector&, + int, + double) { throw_unavailable(); } +void genewise_theta_stats(Rcpp::NumericVector&, Rcpp::NumericVector&, const Rcpp::NumericVector&, int) { throw_unavailable(); } // lrm ops void lrm_basic(Rcpp::NumericVector&, Rcpp::NumericMatrix&) { throw_unavailable(); } diff --git a/src/genewise.cpp b/src/genewise.cpp new file mode 100644 index 00000000..3adbcffd --- /dev/null +++ b/src/genewise.cpp @@ -0,0 +1,91 @@ +#include + +#include +#include +#include + +using namespace propr; + +// [[Rcpp::export]] +Rcpp::List genewiseConnectivityRcpp( + const Rcpp::IntegerVector& partner, + const Rcpp::IntegerVector& pair, + const Rcpp::NumericVector& theta, + const Rcpp::NumericVector& fdr, + int num_genes, + double pairwise_fdr, + Rcpp::String backend) { + if (num_genes < 0) { + Rcpp::stop("num_genes must be non-negative."); + } + + const int num_edges = partner.size(); + if (pair.size() != num_edges || theta.size() != num_edges || fdr.size() != num_edges) { + Rcpp::stop("partner, pair, theta, and fdr must have identical lengths."); + } + + Rcpp::IntegerVector per_gene_count(num_genes); + Rcpp::IntegerVector per_gene_conn(num_genes); + Rcpp::NumericVector per_gene_wconn(num_genes); + Rcpp::NumericVector per_gene_fdr_sum(num_genes); + + if (runtime::resolve_backend(backend) == runtime::Backend::CUDA) { + runtime::cuda_executor::genewise_connectivity( + per_gene_count, + per_gene_conn, + per_gene_wconn, + per_gene_fdr_sum, + partner, + pair, + theta, + fdr, + num_genes, + pairwise_fdr); + } else { + for (int i = 0; i < num_edges; ++i) { + const int p = partner[i]; + const int q = pair[i]; + + if (p == NA_INTEGER || q == NA_INTEGER) { + Rcpp::stop("partner/pair cannot contain NA values."); + } + if (p < 1 || p > num_genes || q < 1 || q > num_genes) { + Rcpp::stop("partner/pair indices must be in [1, num_genes]."); + } + + const int p0 = p - 1; + const int q0 = q - 1; + const double f = fdr[i]; + const bool has_f = !R_IsNA(f) && !R_IsNaN(f); + + if (has_f) { + per_gene_count[p0] += 1; + per_gene_count[q0] += 1; + per_gene_fdr_sum[p0] += f; + per_gene_fdr_sum[q0] += f; + } + + if (has_f && f > 0.0 && f < pairwise_fdr) { + per_gene_conn[p0] += 1; + per_gene_conn[q0] += 1; + const double t = theta[i]; + if (!R_IsNA(t) && !R_IsNaN(t)) { + const double w = 1.0 - t; + per_gene_wconn[p0] += w; + per_gene_wconn[q0] += w; + } + } + } + } + + Rcpp::NumericVector fdr_mean(num_genes); + for (int g = 0; g < num_genes; ++g) { + const int denom = per_gene_count[g] + 1; // +1 for diagonal zero in rowMeans(results_to_matrix(...), na.rm=TRUE) + fdr_mean[g] = (denom > 0) ? (per_gene_fdr_sum[g] / static_cast(denom)) : NA_REAL; + } + + return Rcpp::List::create( + Rcpp::Named("connectivity") = per_gene_conn, + Rcpp::Named("wconnectivity") = per_gene_wconn, + Rcpp::Named("FDR_mean") = fdr_mean); +} From 79ca926a3e5fe90e81fd43c8d17bd9a1f513ebc5 Mon Sep 17 00:00:00 2001 From: zalbanob <171132623+zalbanob@users.noreply.github.com> Date: Wed, 18 Feb 2026 18:12:46 +0100 Subject: [PATCH 14/18] Moved cpu into its own dispatcher --- .../propr/kernels/cpu/dispatch/genewise.hpp | 21 ++++++++ .../propr/kernels/cuda/detail/genewise.cuh | 1 + .../propr/kernels/cuda/traits/genewise.cuh | 2 +- src/dispatch/cpu/genewise.cpp | 49 +++++++++++++++++++ src/dispatch/cuda/genewise.cu | 17 +++---- src/genewise.cpp | 48 +++--------------- 6 files changed, 87 insertions(+), 51 deletions(-) create mode 100644 inst/include/propr/kernels/cpu/dispatch/genewise.hpp create mode 100644 src/dispatch/cpu/genewise.cpp diff --git a/inst/include/propr/kernels/cpu/dispatch/genewise.hpp b/inst/include/propr/kernels/cpu/dispatch/genewise.hpp new file mode 100644 index 00000000..51210bd1 --- /dev/null +++ b/inst/include/propr/kernels/cpu/dispatch/genewise.hpp @@ -0,0 +1,21 @@ +#pragma once + +#include + +namespace propr { + namespace dispatch { + namespace cpu { + void genewise_connectivity( + Rcpp::IntegerVector& per_gene_count, + Rcpp::IntegerVector& per_gene_conn, + Rcpp::NumericVector& per_gene_wconn, + Rcpp::NumericVector& per_gene_fdr_sum, + const Rcpp::IntegerVector& partner, + const Rcpp::IntegerVector& pair, + const Rcpp::NumericVector& theta, + const Rcpp::NumericVector& fdr, + int num_genes, + double fdr_thresh); + } + } +} \ No newline at end of file diff --git a/inst/include/propr/kernels/cuda/detail/genewise.cuh b/inst/include/propr/kernels/cuda/detail/genewise.cuh index efd55f47..f306ba32 100644 --- a/inst/include/propr/kernels/cuda/detail/genewise.cuh +++ b/inst/include/propr/kernels/cuda/detail/genewise.cuh @@ -98,6 +98,7 @@ namespace propr { if (has_fdr && fdr_ > 0.0f && fdr_ < fdr_thresh) { sig = 1; const float theta_ = theta[e]; + // I am not sure to be honest if it is divide or - lets wait for them if (!isnan(theta_)) { w = 1.0f - theta_; } diff --git a/inst/include/propr/kernels/cuda/traits/genewise.cuh b/inst/include/propr/kernels/cuda/traits/genewise.cuh index 4aa8052b..3c9a87bc 100644 --- a/inst/include/propr/kernels/cuda/traits/genewise.cuh +++ b/inst/include/propr/kernels/cuda/traits/genewise.cuh @@ -12,7 +12,7 @@ namespace propr { }; template - struct genewise_theta_stats_config_for : thread_layout_1d<256> { + struct genewise_theta_stats_config_for : thread_layout_1d<1024> { static constexpr int RADIX_BITS = 4; static constexpr int RADIX_SIZE = 1 << RADIX_BITS; static constexpr int RADIX_MASK = RADIX_SIZE - 1; diff --git a/src/dispatch/cpu/genewise.cpp b/src/dispatch/cpu/genewise.cpp new file mode 100644 index 00000000..9e0ce8e4 --- /dev/null +++ b/src/dispatch/cpu/genewise.cpp @@ -0,0 +1,49 @@ +#include + +using namespace Rcpp; +using namespace propr; + +void +dispatch::cpu::genewise_connectivity( + Rcpp::IntegerVector& per_gene_count, + Rcpp::IntegerVector& per_gene_conn, + Rcpp::NumericVector& per_gene_wconn, + Rcpp::NumericVector& per_gene_fdr_sum, + const Rcpp::IntegerVector& partner, + const Rcpp::IntegerVector& pair, + const Rcpp::NumericVector& theta, + const Rcpp::NumericVector& fdr, + int num_genes, + double fdr_thresh) { + + for (int i = 0; i < num_genes; ++i) { + const int p = partner[i]; + const int q = pair[i]; + + if (p == NA_INTEGER || q == NA_INTEGER) Rcpp::stop("partner/pair cannot contain NA values."); + if (p < 1 || p > num_genes || q < 1 || q > num_genes) Rcpp::stop("partner/pair indices must be in [1, num_genes]."); + + const int p0 = p - 1; + const int q0 = q - 1; + const double f = fdr[i]; + const bool has_f = !R_IsNA(f) && !R_IsNaN(f); + + if (has_f) { + per_gene_count[p0] += 1; + per_gene_count[q0] += 1; + per_gene_fdr_sum[p0] += f; + per_gene_fdr_sum[q0] += f; + } + + if (has_f && f > 0.0 && f < fdr_thresh) { + per_gene_conn[p0] += 1; + per_gene_conn[q0] += 1; + const double t = theta[i]; + if (!R_IsNA(t) && !R_IsNaN(t)) { + const double w = 1.0 - t; + per_gene_wconn[p0] += w; + per_gene_wconn[q0] += w; + } + } + } +} \ No newline at end of file diff --git a/src/dispatch/cuda/genewise.cu b/src/dispatch/cuda/genewise.cu index 6bc71ef4..edcadfa3 100644 --- a/src/dispatch/cuda/genewise.cu +++ b/src/dispatch/cuda/genewise.cu @@ -16,17 +16,14 @@ using namespace Rcpp; using namespace propr; namespace { -int sort_end_bit_for_keys(const int num_genes) { - if (num_genes <= 1) return 1; - - unsigned int v = static_cast(num_genes - 1); - int bits = 0; - while (v > 0) { - ++bits; - v >>= 1; + int sort_end_bit_for_keys(const int num_genes) { + if (num_genes <= 1) return 1; + + unsigned int v = static_cast(num_genes - 1); + int bits = 0; + while (v > 0) { ++bits; v >>= 1; } + return bits; } - return bits; -} } // namespace void propr::dispatch::cuda::genewise_connectivity( diff --git a/src/genewise.cpp b/src/genewise.cpp index 3adbcffd..0a875b0b 100644 --- a/src/genewise.cpp +++ b/src/genewise.cpp @@ -3,6 +3,7 @@ #include #include #include +#include using namespace propr; @@ -35,47 +36,14 @@ Rcpp::List genewiseConnectivityRcpp( per_gene_conn, per_gene_wconn, per_gene_fdr_sum, - partner, - pair, - theta, - fdr, - num_genes, - pairwise_fdr); + partner, pair, theta, fdr, num_genes, pairwise_fdr); } else { - for (int i = 0; i < num_edges; ++i) { - const int p = partner[i]; - const int q = pair[i]; - - if (p == NA_INTEGER || q == NA_INTEGER) { - Rcpp::stop("partner/pair cannot contain NA values."); - } - if (p < 1 || p > num_genes || q < 1 || q > num_genes) { - Rcpp::stop("partner/pair indices must be in [1, num_genes]."); - } - - const int p0 = p - 1; - const int q0 = q - 1; - const double f = fdr[i]; - const bool has_f = !R_IsNA(f) && !R_IsNaN(f); - - if (has_f) { - per_gene_count[p0] += 1; - per_gene_count[q0] += 1; - per_gene_fdr_sum[p0] += f; - per_gene_fdr_sum[q0] += f; - } - - if (has_f && f > 0.0 && f < pairwise_fdr) { - per_gene_conn[p0] += 1; - per_gene_conn[q0] += 1; - const double t = theta[i]; - if (!R_IsNA(t) && !R_IsNaN(t)) { - const double w = 1.0 - t; - per_gene_wconn[p0] += w; - per_gene_wconn[q0] += w; - } - } - } + dispatch::cpu::genewise_connectivity( + per_gene_count, + per_gene_conn, + per_gene_wconn, + per_gene_fdr_sum, + partner, pair, theta, fdr, num_genes, pairwise_fdr); } Rcpp::NumericVector fdr_mean(num_genes); From d9b9aca8cd35f1bb198f0a37d244982dde03672d Mon Sep 17 00:00:00 2001 From: zalbanob <171132623+zalbanob@users.noreply.github.com> Date: Fri, 20 Mar 2026 12:59:55 +0100 Subject: [PATCH 15/18] Faster LRM --- .../include/propr/kernels/cuda/detail/lrm.cuh | 250 ++++++++++++------ .../kernels/cuda/dispatch/comparison.cuh | 6 +- .../include/propr/kernels/cuda/traits/lrm.cuh | 12 +- src/dispatch/cpu/CMakeLists.txt | 1 + src/dispatch/cuda/lrm.cu | 46 +++- src/dispatch/runtime/resolve_backend.cpp | 2 +- 6 files changed, 219 insertions(+), 98 deletions(-) diff --git a/inst/include/propr/kernels/cuda/detail/lrm.cuh b/inst/include/propr/kernels/cuda/detail/lrm.cuh index 0ddac271..b7a57f7e 100644 --- a/inst/include/propr/kernels/cuda/detail/lrm.cuh +++ b/inst/include/propr/kernels/cuda/detail/lrm.cuh @@ -1,6 +1,7 @@ #pragma once #include +#include #include #include #include @@ -16,40 +17,85 @@ namespace propr { template __global__ void - lrm_basic(float* __restrict__ d_Y, offset_t d_Y_stride, - float* __restrict__ d_mean, - int nb_samples, - int nb_genes) { - int i = blockIdx.x * blockDim.x + threadIdx.x; - int j = blockIdx.y * blockDim.y + threadIdx.y; - if (i >= nb_genes || j >= i) return; - - float4 accum = {0.0f, 0.0f, 0.0f, 0.0f}; + lrm_basic_phase_1(float* __restrict__ d_Y, + offset_t d_Y_stride, + float* __restrict__ d_mean_log, + int nb_samples, + int nb_genes) { + const auto EPS = std::numeric_limits::epsilon(); + const int g = blockIdx.x * blockDim.x + threadIdx.x; + if (g >= nb_genes) return; + + const offset_t g_offset = static_cast(g) * d_Y_stride; + + float s0 = 0.0; + float s1 = 0.0; + float s2 = 0.0; + float s3 = 0.0; int k = 0; + PROPR_UNROLL - for (; k < (nb_samples/4)*4; k += 4) { - float4 y_i = thread::load(&d_Y[k + i * d_Y_stride]); - float4 y_j = thread::load(&d_Y[k + j * d_Y_stride]); - - accum.x = __logf(__fdividef(y_i.x, y_j.x)) + accum.x; - accum.y = __logf(__fdividef(y_i.y, y_j.y)) + accum.y; - accum.z = __logf(__fdividef(y_i.z, y_j.z)) + accum.z; - accum.w = __logf(__fdividef(y_i.w, y_j.w)) + accum.w; + for (; k < (nb_samples / 4) * 4; k += 4) { + const float4 y = thread::load(&d_Y[g_offset + k]); + s0 += __logf(fmaxf(y.x, EPS)); + s1 += __logf(fmaxf(y.y, EPS)); + s2 += __logf(fmaxf(y.z, EPS)); + s3 += __logf(fmaxf(y.w, EPS)); } - accum.x = accum.x + accum.y + accum.z + accum.w; + double sum = (s0 + s1) + (s2 + s3); for (; k < nb_samples; ++k) { - float yi = d_Y[k + i * d_Y_stride]; - float yj = d_Y[k + j * d_Y_stride]; - accum.x = __logf(__fdividef(yi, yj)) + accum.x; + const float y = thread::load(&d_Y[g_offset + k]); + sum += static_cast(__logf(fmaxf(y, EPS))); } - float inv_n = __frcp_rn(static_cast(nb_samples)); - float mean = accum.x * inv_n; - int pair_index = (i * (i - 1)) / 2 + j; - d_mean[pair_index] = mean; + const float mean_log = static_cast(sum / static_cast(nb_samples)); + thread::store(&d_mean_log[g], mean_log); + } + + template + __global__ + void + lrm_basic_phase_2(float* __restrict__ d_mean_log, + float* __restrict__ d_mean, + int nb_genes) { + using P2_Layout = typename Config::P2_Layout; + static_assert(P2_Layout::BLK_X == P2_Layout::BLK_Y, "Tile size must be square"); + constexpr int TILE_G = P2_Layout::BLK_X; + + const int li = threadIdx.x; + const int lj = threadIdx.y; + + const int gi = blockIdx.x * TILE_G + li; + const int gj = blockIdx.y * TILE_G + lj; + + if (blockIdx.y > blockIdx.x) return; + + __shared__ float sh_i[TILE_G], sh_j[TILE_G]; + + if (lj == 0) { + sh_i[li] = (gi < nb_genes) + ? thread::load(&d_mean_log[gi]) + : 0.0f; + } + + if (li == 0) { + sh_j[lj] = (gj < nb_genes) + ? thread::load(&d_mean_log[gj]) + : 0.0f; + } + + __syncthreads(); + + if (gi < nb_genes && gj < nb_genes && gj < gi) { + const offset_t pair_index = + (static_cast(gi) * static_cast(gi - 1)) / 2 + + static_cast(gj); + thread::store(&d_mean[pair_index], sh_i[li] - sh_j[lj]); + } } + template __global__ void @@ -120,79 +166,119 @@ namespace propr { template __global__ void - lrm_alpha(float* __restrict__ d_Y, size_t d_Y_stride, - float* __restrict__ d_Yfull, size_t d_Yfull_stride, - int N1, - int NT, - float a, - float* __restrict__ d_means, - int nb_samples, - int nb_genes) { - int i = blockIdx.x * blockDim.x + threadIdx.x; - int j = blockIdx.y * blockDim.y + threadIdx.y; - if (i >= nb_genes || j >= i) return; - - float mu_full_i = 0.0f, mu_full_j = 0.0f; - float S_i = 0.0f, S_j = 0.0f; - - float T = 0.0f, D = 0.0f; - int N = 0, k = 0; + lrm_alpha_phase_1(float* __restrict__ d_Y, + offset_t d_Y_stride, + float* __restrict__ d_Yfull, + offset_t d_Yfull_stride, + int N1, + int NT, + float a, + float* __restrict__ d_h, + int nb_genes) { + const auto EPS = std::numeric_limits::epsilon(); + const int g = blockIdx.x * blockDim.x + threadIdx.x; + if (g >= nb_genes) return; + + const offset_t y_offset = static_cast(g) * d_Y_stride; + const offset_t yfull_offset = static_cast(g) * d_Yfull_stride; + + float U = 0.0; + float S = 0.0; + int k = 0; - // --- full-group running means + T sum --- PROPR_UNROLL for (; k + 3 < NT; k += 4) { - float4 yfull_i = thread::load(&d_Yfull[k + i * d_Yfull_stride]); - float4 yfull_j = thread::load(&d_Yfull[k + j * d_Yfull_stride]); - PROPR_UNROLL - for (int m = 0; m < 4; ++m) { - float inv_N = __frcp_rn(static_cast(++N)); - float X_full_i = __powf(reinterpret_cast(&yfull_i)[m], a); - float X_full_j = __powf(reinterpret_cast(&yfull_j)[m], a); - mu_full_i = __fmaf_rn(X_full_i - mu_full_i, inv_N, mu_full_i); - mu_full_j = __fmaf_rn(X_full_j - mu_full_j, inv_N, mu_full_j); - T += (X_full_i - X_full_j); - } + const float4 y = thread::load(&d_Yfull[yfull_offset + k]); + + const float y0 = fmaxf(y.x, EPS); + const float y1 = fmaxf(y.y, EPS); + const float y2 = fmaxf(y.z, EPS); + const float y3 = fmaxf(y.w, EPS); + + U += powf(y0, a); + U += powf(y1, a); + U += powf(y2, a); + U += powf(y3, a); } + for (; k < NT; ++k) { - float inv_N = __frcp_rn(static_cast(++N)); - float X_full_i = __powf(d_Yfull[k + i * d_Yfull_stride], a); - float X_full_j = __powf(d_Yfull[k + j * d_Yfull_stride], a); - mu_full_i = __fmaf_rn(X_full_i - mu_full_i, inv_N, mu_full_i); - mu_full_j = __fmaf_rn(X_full_j - mu_full_j, inv_N, mu_full_j); - T += (X_full_i - X_full_j); + const float y = fmaxf(thread::load(&d_Yfull[yfull_offset + k]), EPS); + U += static_cast(powf(y, a)); } k = 0; PROPR_UNROLL for (; k + 3 < N1; k += 4) { - float4 y_i = thread::load(&d_Y[k + i * d_Y_stride]); - float4 y_j = thread::load(&d_Y[k + j * d_Y_stride]); - PROPR_UNROLL - for (int m = 0; m < 4; ++m) { - float X_i = __powf(reinterpret_cast(&y_i)[m], a); - float X_j = __powf(reinterpret_cast(&y_j)[m], a); - S_i += X_i; - S_j += X_j; - D += (X_i - X_j); - } + const float4 y = thread::load(&d_Y[y_offset + k]); + + const float y0 = fmaxf(y.x, EPS); + const float y1 = fmaxf(y.y, EPS); + const float y2 = fmaxf(y.z, EPS); + const float y3 = fmaxf(y.w, EPS); + + S += powf(y0, a); + S += powf(y1, a); + S += powf(y2, a); + S += powf(y3, a); } + for (; k < N1; ++k) { - float X_i = __powf(d_Y[k + i * d_Y_stride], a); - float X_j = __powf(d_Y[k + j * d_Y_stride], a); - S_i += X_i; - S_j += X_j; - D += (X_i - X_j); + const float y = fmaxf(thread::load(&d_Y[y_offset + k]), EPS); + S += powf(y, a); } - // --- final combination using n == N1 --- - float complement_term = float((N1 < NT)) * (T - D) / (NT - N1); - float C_z = D / float(N1) + complement_term; - float M_z = (S_i/mu_full_i - S_j/mu_full_j) / float(N1); + const float inv_N1 = 1.0 / N1; - int pair_index = (i * (i - 1)) / 2 + j; - d_means[pair_index] = ((C_z / 2) + M_z) / a; + float A = S * inv_N1; + if (N1 < NT) { + A += (U - S) / (NT - N1); + } + + const float U_safe = (EPS > 0.0f) ? fmax(U, EPS) : U; + const float B = (NT * S) / (N1 * U_safe); + + const float h = (0.5 * A + B) / a; + thread::store(&d_h[g], static_cast(h)); } + template + __global__ + void + lrm_alpha_phase_2(float* __restrict__ d_h, + float* __restrict__ d_means, + int nb_genes) { + using P2_Layout = typename Config::P2_Layout; + static_assert(P2_Layout::BLK_X == P2_Layout::BLK_Y, "Tile size must be square"); + constexpr int TILE_G = P2_Layout::BLK_X; + + const int li = threadIdx.x; + const int lj = threadIdx.y; + + const int gi = blockIdx.x * TILE_G + li; + const int gj = blockIdx.y * TILE_G + lj; + + if (blockIdx.y > blockIdx.x) return; + + __shared__ float sh_i[TILE_G]; + __shared__ float sh_j[TILE_G]; + + if (lj == 0) { + sh_i[li] = (gi < nb_genes) ? thread::load(&d_h[gi]) : 0.0f; + } + + if (li == 0) { + sh_j[lj] = (gj < nb_genes)? thread::load(&d_h[gj]) : 0.0f; + } + + __syncthreads(); + + if (gi < nb_genes && gj < nb_genes && gj < gi) { + const offset_t pair_index = + (static_cast(gi) * static_cast(gi - 1)) / 2 + + static_cast(gj); + thread::store(&d_means[pair_index], sh_i[li] - sh_j[lj]); + } + } template __global__ @@ -354,4 +440,4 @@ namespace propr { } } -} \ No newline at end of file +} diff --git a/inst/include/propr/kernels/cuda/dispatch/comparison.cuh b/inst/include/propr/kernels/cuda/dispatch/comparison.cuh index 9e16a98f..49afc323 100644 --- a/inst/include/propr/kernels/cuda/dispatch/comparison.cuh +++ b/inst/include/propr/kernels/cuda/dispatch/comparison.cuh @@ -5,9 +5,9 @@ namespace propr { namespace dispatch { namespace cuda { - int count_less_than (Rcpp::NumericVector& x, double cutoff,propr::propr_context context=DEFAULT_GLOBAL_CONTEXT); - int count_greater_than (Rcpp::NumericVector& x, double cutoff,propr::propr_context context=DEFAULT_GLOBAL_CONTEXT); - int count_less_equal_than (Rcpp::NumericVector& x, double cutoff,propr::propr_context context=DEFAULT_GLOBAL_CONTEXT); + int count_less_than(Rcpp::NumericVector& x, double cutoff, propr::propr_context context=DEFAULT_GLOBAL_CONTEXT); + int count_greater_than(Rcpp::NumericVector& x, double cutoff,propr::propr_context context=DEFAULT_GLOBAL_CONTEXT); + int count_less_equal_than(Rcpp::NumericVector& x, double cutoff,propr::propr_context context=DEFAULT_GLOBAL_CONTEXT); int count_greater_equal_than(Rcpp::NumericVector& x, double cutoff,propr::propr_context context=DEFAULT_GLOBAL_CONTEXT); } } diff --git a/inst/include/propr/kernels/cuda/traits/lrm.cuh b/inst/include/propr/kernels/cuda/traits/lrm.cuh index e90f96b3..a5a7bbf6 100644 --- a/inst/include/propr/kernels/cuda/traits/lrm.cuh +++ b/inst/include/propr/kernels/cuda/traits/lrm.cuh @@ -7,7 +7,10 @@ namespace propr { namespace cuda { namespace traits { - struct lrm_basic : thread_layout_2d<>{ + struct lrm_basic { + using P1_Layout = thread_layout_1d<256>; + using P2_Layout = thread_layout_2d<16,16>; + const static cub::CacheLoadModifier LoadModifer = cub::LOAD_CG; const static cub::CacheStoreModifier StoreModifer = cub::STORE_CG; }; @@ -17,7 +20,10 @@ namespace propr { const static cub::CacheStoreModifier StoreModifer = cub::STORE_CG; }; - struct lrm_alpha : thread_layout_2d<>{ + struct lrm_alpha { + using P1_Layout = thread_layout_1d<256>; + using P2_Layout = thread_layout_2d<16,16>; + const static cub::CacheLoadModifier LoadModifer = cub::LOAD_CG; const static cub::CacheStoreModifier StoreModifer = cub::STORE_CG; }; @@ -28,4 +34,4 @@ namespace propr { }; } } -} \ No newline at end of file +} diff --git a/src/dispatch/cpu/CMakeLists.txt b/src/dispatch/cpu/CMakeLists.txt index 630e38e0..f35db384 100644 --- a/src/dispatch/cpu/CMakeLists.txt +++ b/src/dispatch/cpu/CMakeLists.txt @@ -7,6 +7,7 @@ set(PROPR_SOURCES ${CMAKE_CURRENT_SOURCE_DIR}/lrm.cpp ${CMAKE_CURRENT_SOURCE_DIR}/lrv.cpp ${CMAKE_CURRENT_SOURCE_DIR}/omega.cpp + ${CMAKE_CURRENT_SOURCE_DIR}/genewise.cpp ${PROPR_SOURCES} PARENT_SCOPE ) diff --git a/src/dispatch/cuda/lrm.cu b/src/dispatch/cuda/lrm.cu index e7179173..b2252ba5 100644 --- a/src/dispatch/cuda/lrm.cu +++ b/src/dispatch/cuda/lrm.cu @@ -26,22 +26,37 @@ propr::dispatch::cuda::lrm_basic(NumericVector& out, NumericMatrix &Y, propr::pr float* d_Y; offset_t stride; d_Y = RcppMatrixToDevice(Y, stride); + float* d_mean_log; + PROPR_CUDA_CHECK(cudaMalloc(&d_mean_log, static_cast(N_genes) * sizeof(float))); + float* d_mean; PROPR_CUDA_CHECK(cudaMalloc(&d_mean, N_pairs * sizeof(float))); - dim3 blockDim(Config::BLK_X, Config::BLK_Y); - dim3 gridDim(propr::ceil_div(N_genes, Config::BLK_X), propr::ceil_div(N_genes, Config::BLK_Y)); + dim3 block1(Config::P1_Layout::BLK_X); + dim3 grid1(propr::ceil_div(N_genes, Config::P1_Layout::BLK_X)); + + dim3 block2(Config::P2_Layout::BLK_X, Config::P2_Layout::BLK_Y); + dim3 grid2(propr::ceil_div(N_genes, Config::P2_Layout::BLK_X), + propr::ceil_div(N_genes, Config::P2_Layout::BLK_Y)); + { PROPR_PROFILE_CUDA("kernel", context.stream); - propr::detail::cuda::lrm_basic<<>>( - d_Y, stride, d_mean, N_samples, N_genes + propr::detail::cuda::lrm_basic_phase_1<<>>( + d_Y, stride, d_mean_log, N_samples, N_genes + ); + PROPR_CUDA_CHECK(cudaGetLastError()); + + propr::detail::cuda::lrm_basic_phase_2<<>>( + d_mean_log, d_mean, N_genes ); + PROPR_CUDA_CHECK(cudaGetLastError()); PROPR_STREAM_SYNCHRONIZE(context); } copyToNumericVector(d_mean, out, N_pairs); PROPR_CUDA_CHECK(cudaFree(d_Y)); + PROPR_CUDA_CHECK(cudaFree(d_mean_log)); PROPR_CUDA_CHECK(cudaFree(d_mean)); } @@ -99,16 +114,28 @@ propr::dispatch::cuda::lrm_alpha(NumericVector& out, offset_t stride_Y ; d_Y = RcppMatrixToDevice(Y, stride_Y); offset_t stride_Yfull; d_Yfull = RcppMatrixToDevice(Yfull, stride_Yfull); + float* d_h; + PROPR_CUDA_CHECK(cudaMalloc(&d_h, static_cast(N_genes) * sizeof(float))); + float* d_means; PROPR_CUDA_CHECK(cudaMalloc(&d_means, N_pairs * sizeof(float))); - dim3 blockDim(Config::BLK_X, Config::BLK_Y); - dim3 gridDim(propr::ceil_div(N_genes, Config::BLK_X), propr::ceil_div(N_genes, Config::BLK_Y)); + dim3 block1(Config::P1_Layout::BLK_X); + dim3 grid1(propr::ceil_div(N_genes, Config::P1_Layout::BLK_X)); + + dim3 block2(Config::P2_Layout::BLK_X, Config::P2_Layout::BLK_Y); + dim3 grid2(propr::ceil_div(N_genes, Config::P2_Layout::BLK_X), + propr::ceil_div(N_genes, Config::P2_Layout::BLK_Y)); { PROPR_PROFILE_CUDA("kernel", context.stream); - propr::detail::cuda::lrm_alpha<<>>( - d_Y, stride_Y, d_Yfull, stride_Yfull, N1, NT, static_cast(a), d_means, N1, N_genes + propr::detail::cuda::lrm_alpha_phase_1<<>>( + d_Y, stride_Y, d_Yfull, stride_Yfull, N1, NT, static_cast(a), d_h, N_genes + ); + PROPR_CUDA_CHECK(cudaGetLastError()); + + propr::detail::cuda::lrm_alpha_phase_2<<>>( + d_h, d_means, N_genes ); PROPR_CUDA_CHECK(cudaGetLastError()); PROPR_STREAM_SYNCHRONIZE(context); @@ -117,6 +144,7 @@ propr::dispatch::cuda::lrm_alpha(NumericVector& out, copyToNumericVector(d_means, out, N_pairs); PROPR_CUDA_CHECK(cudaFree(d_Y)); PROPR_CUDA_CHECK(cudaFree(d_Yfull)); + PROPR_CUDA_CHECK(cudaFree(d_h)); PROPR_CUDA_CHECK(cudaFree(d_means)); } @@ -167,4 +195,4 @@ propr::dispatch::cuda::lrm_alpha_weighted(NumericVector& out, PROPR_CUDA_CHECK(cudaFree(d_Yfull)); PROPR_CUDA_CHECK(cudaFree(d_Wfull)); PROPR_CUDA_CHECK(cudaFree(d_means)); -} \ No newline at end of file +} diff --git a/src/dispatch/runtime/resolve_backend.cpp b/src/dispatch/runtime/resolve_backend.cpp index 971241ce..83cc97e1 100644 --- a/src/dispatch/runtime/resolve_backend.cpp +++ b/src/dispatch/runtime/resolve_backend.cpp @@ -24,7 +24,7 @@ Backend resolve_backend(const Rcpp::String& requested) { } } - if (req == "cuda") { + if (req == "cuda" || req == "gpu" ) { if (cuda_is_available()) return Backend::CUDA; static bool warned = false; if (!warned) { From 7c28d1843d8a802ec817f0610e2f6e687df660fe Mon Sep 17 00:00:00 2001 From: zalbanob <171132623+zalbanob@users.noreply.github.com> Date: Mon, 23 Mar 2026 03:25:38 +0100 Subject: [PATCH 16/18] improved radix select --- .../propr/kernels/cuda/detail/genewise.cuh | 66 +++++++++++++++---- .../propr/kernels/cuda/traits/genewise.cuh | 2 +- 2 files changed, 54 insertions(+), 14 deletions(-) diff --git a/inst/include/propr/kernels/cuda/detail/genewise.cuh b/inst/include/propr/kernels/cuda/detail/genewise.cuh index f306ba32..8e5bce43 100644 --- a/inst/include/propr/kernels/cuda/detail/genewise.cuh +++ b/inst/include/propr/kernels/cuda/detail/genewise.cuh @@ -106,7 +106,7 @@ namespace propr { } keys[2*j + 0] = a; - vals[2*j + 0].count = (a != INVALID_KEY && has_fdr) ? 1 : 0; + vals[2*j + 0].count = (a != INVALID_KEY && has_fdr) ? 1 : 0; vals[2*j + 0].conn = (a != INVALID_KEY) ? sig : 0; vals[2*j + 0].fdr = (a != INVALID_KEY && has_fdr) ? fdr_ : 0.0f; vals[2*j + 0].wconn = (a != INVALID_KEY && sig) ? w : 0.0f; @@ -315,15 +315,40 @@ namespace propr { return out; } + template + __device__ void load_all_edges_to_cache( + T *cache, + int num_edges, + int gene_id, + int num_genes, + const T *__restrict__ theta_edges, + T *smem_sum) // shared scalar + { + if (threadIdx.x == 0) *smem_sum = T(0); + __syncthreads(); + + T local_sum = T(0); + for (int pos = threadIdx.x; pos < num_edges; pos += blockDim.x) { + T fv = load_theta_incident(gene_id, pos, num_genes, theta_edges); + local_sum += fv; + cache[pos] = fv; + } + + int lane = threadIdx.x % PROPR_WARP_SIZE; + local_sum = propr::cuda::internal::warp::warp_reduce(local_sum, propr::ReduceSum{}); + if (lane == 0) atomicAdd(smem_sum, local_sum); + __syncthreads(); + } + template > __device__ void radix_select( - int k_1based, // 1-based + int k_1based, // 1-based int num_edges, int gene_id, int num_genes, - int *smem_counts, // shared [RADIX_SIZE] - T *smem_sum, // shared scalar - T *cache, // dynamic shared cache + int *smem_counts, // shared [RADIX_SIZE] + T *smem_sum, // shared scalar + T *cache, // dynamic shared cache int cache_cap, int *s_compact_out, // shared scalar const T *__restrict__ theta_edges, @@ -340,19 +365,28 @@ namespace propr { bool use_cache = false; int cache_n = 0; - int digit_index = 0; + + // If all edges fit in the shared-memory cache, load them once + // and compute the sum in our single global-memory pass. Every + // subsequent radix pass then counts from shared memory, reducing + // total global memory traffic to exactly once ( at the start of the computation) + if (num_edges > 0 && num_edges <= cache_cap && cache_cap > 0) { + load_all_edges_to_cache(cache, num_edges, gene_id, num_genes, theta_edges, smem_sum); + cache_n = num_edges; + if (threadIdx.x == 0) *theta_sum = *smem_sum; + use_cache = true; + } for (int digit_pos = RADIX_TOTAL_BITS - Config::RADIX_BITS; digit_pos >= 0; digit_pos -= Config::RADIX_BITS) { if (!use_cache) { - //we only compute the sum on the first pass bool compute_sum = (digit_pos == RADIX_TOTAL_BITS - Config::RADIX_BITS); - count_radix_using_mask( counts, smem_counts, desired, desired_mask, - digit_pos, - num_edges, gene_id, num_genes, + count_radix_using_mask( counts, smem_counts, desired, desired_mask, + digit_pos, + num_edges, gene_id, num_genes, theta_edges, smem_sum, /*compute_sum=*/compute_sum); if (compute_sum && threadIdx.x == 0) *theta_sum = *smem_sum; } else { - count_radix_contiguous( counts, smem_counts, desired, desired_mask,digit_pos, cache_n, cache); + count_radix_contiguous( counts, smem_counts, desired, desired_mask, digit_pos, cache_n, cache); } int chosen_digit = 0; @@ -369,7 +403,14 @@ namespace propr { desired = set_bitfield(desired, static_cast(chosen_digit), digit_pos, Config::RADIX_BITS); desired_mask = set_bitfield(desired_mask, static_cast(Config::RADIX_MASK), digit_pos, Config::RADIX_BITS); - if (!use_cache && digit_index == 0) { + // Attempt compaction into shared memory at every global-memory pass + // and not just the first. Each 4-bit digit narrows the bucket by 16x, + // so after the first pass the bucket is typically N/256 which is very + // well within the 2048-value cache for gene counts up to 500k. + // The condition (digit_pos >= 2*RADIX_BITS) ensures at least 2 passes remain + // as the compact itself costs one full global read of N-1 edges, + // so we need the saved cache-passes to outweigh that cost + if (!use_cache && digit_pos >= 2 * Config::RADIX_BITS) { int bucket_count = counts[chosen_digit]; if (bucket_count > 0 && bucket_count <= cache_cap && cache_cap > 0) { cache_n = compact_masked_bucket_to_shared(cache, cache_cap, s_compact_out, @@ -378,7 +419,6 @@ namespace propr { use_cache = (cache_n > 0); } } - ++digit_index; } *median_val = radix::radix_deconvert(desired); diff --git a/inst/include/propr/kernels/cuda/traits/genewise.cuh b/inst/include/propr/kernels/cuda/traits/genewise.cuh index 3c9a87bc..6119a0bf 100644 --- a/inst/include/propr/kernels/cuda/traits/genewise.cuh +++ b/inst/include/propr/kernels/cuda/traits/genewise.cuh @@ -16,7 +16,7 @@ namespace propr { static constexpr int RADIX_BITS = 4; static constexpr int RADIX_SIZE = 1 << RADIX_BITS; static constexpr int RADIX_MASK = RADIX_SIZE - 1; - static constexpr int CACHE_CAP_VALUES = 2048; + static constexpr int CACHE_CAP_VALUES = 8192; }; } } From f631ae8b1e25a4bd400268df4f55fdd6fb8aedd0 Mon Sep 17 00:00:00 2001 From: zalbanob <171132623+zalbanob@users.noreply.github.com> Date: Mon, 23 Mar 2026 03:39:50 +0100 Subject: [PATCH 17/18] better comments, and renaming for clarity --- inst/include/propr/kernels/cuda/detail/genewise.cuh | 3 ++- src/dispatch/cuda/lrm.cu | 10 +++++----- 2 files changed, 7 insertions(+), 6 deletions(-) diff --git a/inst/include/propr/kernels/cuda/detail/genewise.cuh b/inst/include/propr/kernels/cuda/detail/genewise.cuh index 8e5bce43..142e8923 100644 --- a/inst/include/propr/kernels/cuda/detail/genewise.cuh +++ b/inst/include/propr/kernels/cuda/detail/genewise.cuh @@ -406,7 +406,8 @@ namespace propr { // Attempt compaction into shared memory at every global-memory pass // and not just the first. Each 4-bit digit narrows the bucket by 16x, // so after the first pass the bucket is typically N/256 which is very - // well within the 2048-value cache for gene counts up to 500k. + // well within the 2048-value cache for gene counts up to 500k + // (Even more for the now larger shared memory cache) // The condition (digit_pos >= 2*RADIX_BITS) ensures at least 2 passes remain // as the compact itself costs one full global read of N-1 edges, // so we need the saved cache-passes to outweigh that cost diff --git a/src/dispatch/cuda/lrm.cu b/src/dispatch/cuda/lrm.cu index b2252ba5..669cfdb7 100644 --- a/src/dispatch/cuda/lrm.cu +++ b/src/dispatch/cuda/lrm.cu @@ -114,8 +114,8 @@ propr::dispatch::cuda::lrm_alpha(NumericVector& out, offset_t stride_Y ; d_Y = RcppMatrixToDevice(Y, stride_Y); offset_t stride_Yfull; d_Yfull = RcppMatrixToDevice(Yfull, stride_Yfull); - float* d_h; - PROPR_CUDA_CHECK(cudaMalloc(&d_h, static_cast(N_genes) * sizeof(float))); + float* d_partials; + PROPR_CUDA_CHECK(cudaMalloc(&d_partials, static_cast(N_genes) * sizeof(float))); float* d_means; PROPR_CUDA_CHECK(cudaMalloc(&d_means, N_pairs * sizeof(float))); @@ -130,12 +130,12 @@ propr::dispatch::cuda::lrm_alpha(NumericVector& out, { PROPR_PROFILE_CUDA("kernel", context.stream); propr::detail::cuda::lrm_alpha_phase_1<<>>( - d_Y, stride_Y, d_Yfull, stride_Yfull, N1, NT, static_cast(a), d_h, N_genes + d_Y, stride_Y, d_Yfull, stride_Yfull, N1, NT, static_cast(a), d_partials, N_genes ); PROPR_CUDA_CHECK(cudaGetLastError()); propr::detail::cuda::lrm_alpha_phase_2<<>>( - d_h, d_means, N_genes + d_partials, d_means, N_genes ); PROPR_CUDA_CHECK(cudaGetLastError()); PROPR_STREAM_SYNCHRONIZE(context); @@ -144,7 +144,7 @@ propr::dispatch::cuda::lrm_alpha(NumericVector& out, copyToNumericVector(d_means, out, N_pairs); PROPR_CUDA_CHECK(cudaFree(d_Y)); PROPR_CUDA_CHECK(cudaFree(d_Yfull)); - PROPR_CUDA_CHECK(cudaFree(d_h)); + PROPR_CUDA_CHECK(cudaFree(d_partials)); PROPR_CUDA_CHECK(cudaFree(d_means)); } From d9e383a095ce7e2b55f9b71939ba42c6084e5c21 Mon Sep 17 00:00:00 2001 From: zalbanob <171132623+zalbanob@users.noreply.github.com> Date: Wed, 25 Mar 2026 00:29:51 +0100 Subject: [PATCH 18/18] removed fast math --- CMakeLists.txt | 2 +- .../propr/kernels/cuda/detail/backend.cuh | 72 ++--- .../propr/kernels/cuda/detail/genewise.cuh | 4 +- .../include/propr/kernels/cuda/detail/lrm.cuh | 51 ++- .../include/propr/kernels/cuda/detail/lrv.cuh | 293 +++++++++--------- .../propr/kernels/cuda/traits/genewise.cuh | 1 + .../propr/kernels/cuda/traits/graflex.cuh | 4 +- src/dispatch/cuda/backend.cu | 3 +- src/dispatch/runtime/stubs/cuda_stubs.cpp | 2 + 9 files changed, 212 insertions(+), 220 deletions(-) diff --git a/CMakeLists.txt b/CMakeLists.txt index 67826219..7758d656 100644 --- a/CMakeLists.txt +++ b/CMakeLists.txt @@ -48,7 +48,7 @@ if (PROPR_ENABLE_CUDA STREQUAL "ON" OR PROPR_ENABLE_CUDA STREQUAL "AUTO") include_directories(${CMAKE_CUDA_TOOLKIT_INCLUDE_DIRECTORIES}) set(CMAKE_CUDA_STANDARD 17) set(CMAKE_CUDA_STANDARD_REQUIRED ON) - set(CMAKE_CUDA_FLAGS "${CMAKE_CUDA_FLAGS} --extended-lambda --expt-relaxed-constexpr -lineinfo -O3 --use_fast_math --extra-device-vectorization") + set(CMAKE_CUDA_FLAGS "${CMAKE_CUDA_FLAGS} --extended-lambda --expt-relaxed-constexpr -lineinfo -O3 --extra-device-vectorization") #--use_fast_math message("CUDA : FOUND") find_package(CUDAToolkit REQUIRED) diff --git a/inst/include/propr/kernels/cuda/detail/backend.cuh b/inst/include/propr/kernels/cuda/detail/backend.cuh index d60007bd..70f0e051 100644 --- a/inst/include/propr/kernels/cuda/detail/backend.cuh +++ b/inst/include/propr/kernels/cuda/detail/backend.cuh @@ -27,9 +27,10 @@ namespace propr { namespace detail { namespace cuda { + // TODO: move to traits object template __global__ - //__launch_bounds__(BLK_X, 1) + //__launch_bounds__(BLK_X, 1, 1) void wtm(float * out, float * __restrict__ x, float * __restrict__ w, @@ -60,6 +61,7 @@ namespace propr { } }; + // TODO: move to traits object template __global__ void wtv(float * out, @@ -124,10 +126,10 @@ namespace propr { } }; - + // TODO: move to traits object template __global__ - //__launch_bounds__(BLK_X, BLK_Y) + //__launch_bounds__(BLK_X * BLK_Y, 1, 1) void col_means( float * __restrict__ out, offset_t out_stride, float * __restrict__ x, offset_t x_stride, @@ -918,8 +920,8 @@ namespace propr { if ((size_t)col >= cols) return; for (size_t r = 0; r < rows; ++r) { - float num = __logf(x[r * x_stride + col]); - float den = __logf(x[r * x_stride + ivar0]); + float num = logf(x[r * x_stride + col]); + float den = logf(x[r * x_stride + ivar0]); out[r * out_stride + col] = (num - den); } } else { @@ -938,8 +940,8 @@ namespace propr { if (active_col) { for (int r = tx; r < (int)rows; r += BLK_X) { - float num = __logf(x[r + col * x_stride]); - float den = __logf(x[r + ivar0 * x_stride]); + float num = logf(x[r + col * x_stride]); + float den = logf(x[r + ivar0 * x_stride]); out[r + col * out_stride] = (num - den); } } @@ -950,7 +952,7 @@ namespace propr { template __global__ - //__launch_bounds__(Config::TILE, Config::BLK_N) + //__launch_bounds__(Config::TILE * Config::BLK_N, 1, 1) void symRcpp( float* __restrict__ out, offset_t out_stride, const float* __restrict__ x, offset_t x_stride, int rows, int cols){ @@ -973,7 +975,7 @@ namespace propr { template __global__ - //__launch_bounds__(Config::BLK_M / Config::TH_X, Config::BLK_M / Config::TH_Y) + //__launch_bounds__((Config::BLK_M / Config::TH_X)* (Config::BLK_M / Config::TH_Y), 1, 1) void phiRcpp(const bool sym, float* __restrict__ out, offset_t out_stride, const float* __restrict__ x, offset_t x_stride, @@ -1043,7 +1045,7 @@ namespace propr { auto ld_or_zero = [](const float* __restrict__ p, int r, int c, int ld, int max_r, int max_c) { - return (r < max_r && c < max_c) ? __logf(p[OFFSET(r, c, ld)]) : 0.0f; + return (r < max_r && c < max_c) ? logf(p[OFFSET(r, c, ld)]) : 0.0f; }; @@ -1357,7 +1359,7 @@ namespace propr { const int b_tile_index = (warp_id % 2) * 32 + (lane_id % 8) * 4; auto ld_or_zero = [](const float* __restrict__ p, int r, int c, int ld, int max_r, int max_c) { - return (r < max_r && c < max_c) ? __logf(p[OFFSET(r, c, ld)]) : 0.0f; + return (r < max_r && c < max_c) ? logf(p[OFFSET(r, c, ld)]) : 0.0f; }; // --- load first A/B tiles into shared memory --- @@ -1754,10 +1756,10 @@ namespace propr { const int m = a_m0 + i; const int idx = (i / A_TILE_ROW_STRIDE) * 4; thread::store(&ldg_a_reg[idx], thread::load(&A_base[OFFSET(m, a_k4, x_stride)])); - As[0][a_k4 + 0][m] = __logf(ldg_a_reg[idx + 0]); - As[0][a_k4 + 1][m] = __logf(ldg_a_reg[idx + 1]); - As[0][a_k4 + 2][m] = __logf(ldg_a_reg[idx + 2]); - As[0][a_k4 + 3][m] = __logf(ldg_a_reg[idx + 3]); + As[0][a_k4 + 0][m] = logf(ldg_a_reg[idx + 0]); + As[0][a_k4 + 1][m] = logf(ldg_a_reg[idx + 1]); + As[0][a_k4 + 2][m] = logf(ldg_a_reg[idx + 2]); + As[0][a_k4 + 3][m] = logf(ldg_a_reg[idx + 3]); } } { @@ -1769,10 +1771,10 @@ namespace propr { const int n = b_n0 + i; const int idx = (i / B_TILE_ROW_STRIDE) * 4; thread::store(&ldg_b_reg[idx],thread::load(&B_base[OFFSET(n, b_k4, x_stride)])); - Bs[0][b_k4 + 0][n] = __logf(ldg_b_reg[idx + 0]); - Bs[0][b_k4 + 1][n] = __logf(ldg_b_reg[idx + 1]); - Bs[0][b_k4 + 2][n] = __logf(ldg_b_reg[idx + 2]); - Bs[0][b_k4 + 3][n] = __logf(ldg_b_reg[idx + 3]); + Bs[0][b_k4 + 0][n] = logf(ldg_b_reg[idx + 0]); + Bs[0][b_k4 + 1][n] = logf(ldg_b_reg[idx + 1]); + Bs[0][b_k4 + 2][n] = logf(ldg_b_reg[idx + 2]); + Bs[0][b_k4 + 3][n] = logf(ldg_b_reg[idx + 3]); } } __syncthreads(); @@ -1849,10 +1851,10 @@ namespace propr { for (int i = 0; i < Config::BLK_M; i += A_TILE_ROW_STRIDE) { const int m = a_m0 + i; const int idx = (i / A_TILE_ROW_STRIDE) * 4; - As[write_stage_idx][a_k4 + 0][m] = __logf(ldg_a_reg[idx + 0]); - As[write_stage_idx][a_k4 + 1][m] = __logf(ldg_a_reg[idx + 1]); - As[write_stage_idx][a_k4 + 2][m] = __logf(ldg_a_reg[idx + 2]); - As[write_stage_idx][a_k4 + 3][m] = __logf(ldg_a_reg[idx + 3]); + As[write_stage_idx][a_k4 + 0][m] = logf(ldg_a_reg[idx + 0]); + As[write_stage_idx][a_k4 + 1][m] = logf(ldg_a_reg[idx + 1]); + As[write_stage_idx][a_k4 + 2][m] = logf(ldg_a_reg[idx + 2]); + As[write_stage_idx][a_k4 + 3][m] = logf(ldg_a_reg[idx + 3]); } const int b_n0 = tid / B_THREADS_PER_ROW; @@ -1862,10 +1864,10 @@ namespace propr { for (int i = 0; i < Config::BLK_M; i += B_TILE_ROW_STRIDE) { const int n = b_n0 + i; const int idx = (i / B_TILE_ROW_STRIDE) * 4; - Bs[write_stage_idx][b_k4 + 0][n] = __logf(ldg_b_reg[idx + 0]); - Bs[write_stage_idx][b_k4 + 1][n] = __logf(ldg_b_reg[idx + 1]); - Bs[write_stage_idx][b_k4 + 2][n] = __logf(ldg_b_reg[idx + 2]); - Bs[write_stage_idx][b_k4 + 3][n] = __logf(ldg_b_reg[idx + 3]); + Bs[write_stage_idx][b_k4 + 0][n] = logf(ldg_b_reg[idx + 0]); + Bs[write_stage_idx][b_k4 + 1][n] = logf(ldg_b_reg[idx + 1]); + Bs[write_stage_idx][b_k4 + 2][n] = logf(ldg_b_reg[idx + 2]); + Bs[write_stage_idx][b_k4 + 3][n] = logf(ldg_b_reg[idx + 3]); } __syncthreads(); @@ -1990,16 +1992,16 @@ namespace propr { for (int i = 0; i < Config::BLK_M; i += ROW_STRIDE) { const int m = m0 + i; float4 xa = *(const float4*)&A_base[OFFSET(m, tile_base + k4, x_stride)]; - As [k4 + 0][m] = __logf(xa.x); - As [k4 + 1][m] = __logf(xa.y); - As [k4 + 2][m] = __logf(xa.z); - As [k4 + 3][m] = __logf(xa.w); + As [k4 + 0][m] = logf(xa.x); + As [k4 + 1][m] = logf(xa.y); + As [k4 + 2][m] = logf(xa.z); + As [k4 + 3][m] = logf(xa.w); float4 xb = *(const float4*)&B_base[OFFSET(m, tile_base + k4, x_stride)]; - Bs [k4 + 0][m] = __logf(xb.x); - Bs [k4 + 1][m] = __logf(xb.y); - Bs [k4 + 2][m] = __logf(xb.z); - Bs [k4 + 3][m] = __logf(xb.w); + Bs [k4 + 0][m] = logf(xb.x); + Bs [k4 + 1][m] = logf(xb.y); + Bs [k4 + 2][m] = logf(xb.z); + Bs [k4 + 3][m] = logf(xb.w); // LR arrays: no log float4 la = *(const float4*)&LR_A_base[OFFSET(m, tile_base + k4, lr_stride)]; diff --git a/inst/include/propr/kernels/cuda/detail/genewise.cuh b/inst/include/propr/kernels/cuda/detail/genewise.cuh index 142e8923..bc15c287 100644 --- a/inst/include/propr/kernels/cuda/detail/genewise.cuh +++ b/inst/include/propr/kernels/cuda/detail/genewise.cuh @@ -450,8 +450,8 @@ namespace propr { int num_edges = num_genes - 1; if (num_edges <= 0) { if (threadIdx.x == 0) { - out_mean[gene_id] = std::numeric_limits::quiet_NaN(); - out_median[gene_id] = std::numeric_limits::quiet_NaN(); + out_mean[gene_id] = std::numeric_limits::quiet_NaN(); // i think best replace with R's nans + out_median[gene_id] = std::numeric_limits::quiet_NaN(); // i think best replace with R's nans } return; } diff --git a/inst/include/propr/kernels/cuda/detail/lrm.cuh b/inst/include/propr/kernels/cuda/detail/lrm.cuh index b7a57f7e..c56cf6e4 100644 --- a/inst/include/propr/kernels/cuda/detail/lrm.cuh +++ b/inst/include/propr/kernels/cuda/detail/lrm.cuh @@ -37,19 +37,19 @@ namespace propr { PROPR_UNROLL for (; k < (nb_samples / 4) * 4; k += 4) { const float4 y = thread::load(&d_Y[g_offset + k]); - s0 += __logf(fmaxf(y.x, EPS)); - s1 += __logf(fmaxf(y.y, EPS)); - s2 += __logf(fmaxf(y.z, EPS)); - s3 += __logf(fmaxf(y.w, EPS)); + s0 += logf(fmaxf(y.x, EPS)); + s1 += logf(fmaxf(y.y, EPS)); + s2 += logf(fmaxf(y.z, EPS)); + s3 += logf(fmaxf(y.w, EPS)); } - double sum = (s0 + s1) + (s2 + s3); + float sum = (s0 + s1) + (s2 + s3); for (; k < nb_samples; ++k) { const float y = thread::load(&d_Y[g_offset + k]); - sum += static_cast(__logf(fmaxf(y, EPS))); + sum += logf(fmaxf(y, EPS)); } - const float mean_log = static_cast(sum / static_cast(nb_samples)); + const float mean_log = sum / static_cast(nb_samples); thread::store(&d_mean_log[g], mean_log); } @@ -129,12 +129,12 @@ namespace propr { float denom = w_im + w_jm; float w = (denom > 0.0f) ? (2.0f * w_im * w_jm / denom) : 0.0f; - accum.x = __fmaf_rn(1.0f, w, accum.x); + accum.x += w; - float log_val = __logf(__fdividef((&y_i.x)[m], (&y_j.x)[m])); + float log_val = logf((&y_i.x)[m] / (&y_j.x)[m]); float delta = log_val - mean_old; - float w_ratio = __fdividef(w, accum.x); - accum.y = __fmaf_rn(w_ratio, delta, mean_old); + float w_ratio = w / accum.x; + accum.y = fmaf(w_ratio, delta, mean_old); } } @@ -148,8 +148,7 @@ namespace propr { float denom = w_ik + w_jk; float w_k = (denom > 0.0f) ? (2.0f * w_ik * w_jk / denom) : 0.0f; - float ratio = __fdividef(y_ik, y_jk); - float log_val = __logf(ratio); + float log_val = logf(y_ik / y_jk); float mean_old = accum.y; accum.x += w_k; @@ -203,7 +202,7 @@ namespace propr { for (; k < NT; ++k) { const float y = fmaxf(thread::load(&d_Yfull[yfull_offset + k]), EPS); - U += static_cast(powf(y, a)); + U += powf(y, a); } k = 0; @@ -227,7 +226,7 @@ namespace propr { S += powf(y, a); } - const float inv_N1 = 1.0 / N1; + const float inv_N1 = 1.0f / N1; float A = S * inv_N1; if (N1 < NT) { @@ -237,8 +236,8 @@ namespace propr { const float U_safe = (EPS > 0.0f) ? fmax(U, EPS) : U; const float B = (NT * S) / (N1 * U_safe); - const float h = (0.5 * A + B) / a; - thread::store(&d_h[g], static_cast(h)); + const float h = (0.5f * A + B) / a; + thread::store(&d_h[g], h); } template @@ -290,7 +289,7 @@ namespace propr { int N1, int NT, float a, float* __restrict__ d_means, - int nb_genes) + int nb_genes) { int i = blockIdx.x * blockDim.x + threadIdx.x; int j = blockIdx.y * blockDim.y + threadIdx.y; @@ -322,8 +321,8 @@ namespace propr { float denom = w_i + w_j; float w_ij = (denom > 0.0f) ? (2.0f * w_i * w_j / denom) : 0.0f; - float X_i = __powf(y_i, a); - float X_j = __powf(y_j, a); + float X_i = powf(y_i, a); + float X_j = powf(y_j, a); sum_w_full += w_ij; sum_wx_full_i += w_ij * X_i; @@ -340,8 +339,8 @@ namespace propr { float denom = w_i + w_j; float w_ij = (denom > 0.0f) ? (2.0f * w_i * w_j / denom) : 0.0f; - float X_i = __powf(y_i, a); - float X_j = __powf(y_j, a); + float X_i = powf(y_i, a); + float X_j = powf(y_j, a); sum_w_full += w_ij; sum_wx_full_i += w_ij * X_i; @@ -382,8 +381,8 @@ namespace propr { float denom = w_i + w_j; float w_ij = (denom > 0.0f) ? (2.0f * w_i * w_j / denom) : 0.0f; - float X_i = __powf(y_i, a); - float X_j = __powf(y_j, a); + float X_i = powf(y_i, a); + float X_j = powf(y_j, a); sum_w_current += w_ij; sum_wx_current_i += w_ij * X_i; @@ -400,8 +399,8 @@ namespace propr { float denom = w_i + w_j; float w_ij = (denom > 0.0f) ? (2.0f * w_i * w_j / denom) : 0.0f; - float X_i = __powf(y_i, a); - float X_j = __powf(y_j, a); + float X_i = powf(y_i, a); + float X_j = powf(y_j, a); sum_w_current += w_ij; sum_wx_current_i += w_ij * X_i; diff --git a/inst/include/propr/kernels/cuda/detail/lrv.cuh b/inst/include/propr/kernels/cuda/detail/lrv.cuh index 32374dc9..5ca08e85 100644 --- a/inst/include/propr/kernels/cuda/detail/lrv.cuh +++ b/inst/include/propr/kernels/cuda/detail/lrv.cuh @@ -13,7 +13,7 @@ namespace propr{ namespace cuda { template - __global__ + __global__ void lrv_basic(float* __restrict__ d_Y, offset_t stride, float* __restrict__ d_variances, int nb_samples, int nb_genes) { @@ -32,28 +32,25 @@ namespace propr{ PROPR_UNROLL for (int m = 0; m < 4; m++) { - float ratio = __fdividef((&y_i.x)[m], (&y_j.x)[m]); - float log_val = __logf(ratio); - sum_log_ratios = __fmaf_rn(1.0f, log_val, sum_log_ratios); - sum_log_ratios2 = __fmaf_rn(log_val, log_val, sum_log_ratios2); + float log_val = logf((&y_i.x)[m] / (&y_j.x)[m]); + sum_log_ratios += log_val; + sum_log_ratios2 += log_val * log_val; } } - + PROPR_UNROLL for (; k < nb_samples; ++k) { const float yi = d_Y[k + i * stride]; const float yj = d_Y[k + j * stride]; - const float ratio = __fdividef(yi, yj); - const float log_val = __logf(ratio); - - sum_log_ratios = __fmaf_rn(1.0f, log_val, sum_log_ratios); - sum_log_ratios2 = __fmaf_rn(log_val, log_val, sum_log_ratios2); + const float log_val = logf(yi / yj); + sum_log_ratios += log_val; + sum_log_ratios2 += log_val * log_val; } - float inv_n = __frcp_rn(static_cast(nb_samples)); + float inv_n = 1.0f / static_cast(nb_samples); float mean = sum_log_ratios * inv_n; - float variance = (sum_log_ratios2 - __fmul_rn(nb_samples, __fmul_rn(mean, mean))) * __frcp_rn(static_cast(nb_samples - 1)); + float variance = (sum_log_ratios2 - nb_samples * mean * mean) / static_cast(nb_samples - 1); int pair_index = (i * (i - 1)) / 2 + j; d_variances[pair_index] = variance; @@ -64,7 +61,7 @@ namespace propr{ __global__ void lrv_weighted(float* __restrict__ d_Y, offset_t Y_stride, float* __restrict__ d_W, offset_t W_stride, - float* __restrict__ d_variances, + float* __restrict__ d_variances, int nb_samples, int nb_genes) { int i = blockIdx.x * blockDim.x + threadIdx.x; int j = blockIdx.y * blockDim.y + threadIdx.y; @@ -95,25 +92,24 @@ namespace propr{ if (w_sum <= 0.0f) continue; // skip if degenerate // Harmonic weight: 2 wi wj / (wi + wj) - float w = __fdividef(2.0f * wi * wj, w_sum); + float w = 2.0f * wi * wj / w_sum; - float ratio = __fdividef(yi, yj); - float log_val = __logf(ratio); + float log_val = logf(yi / yj); float mean_old = accum.z; // Update S_w and S_w2 - accum.x = __fmaf_rn(1.0f, w, accum.x); // S_w += w - accum.y = __fmaf_rn(w, w, accum.y); // S_w2 += w^2 + accum.x += w; // S_w += w + accum.y += w * w; // S_w2 += w^2 // Update mean float delta = log_val - mean_old; - float w_ratio = __fdividef(w, accum.x); // w / S_w - accum.z = __fmaf_rn(w_ratio, delta, mean_old); + float w_ratio = w / accum.x; // w / S_w + accum.z = fmaf(w_ratio, delta, mean_old); // Update M2 float delta_new = log_val - accum.z; - accum.w = __fmaf_rn(w, delta * delta_new, accum.w); + accum.w = fmaf(w, delta * delta_new, accum.w); } } @@ -129,10 +125,8 @@ namespace propr{ if (w_sum <= 0.0f) continue; // Harmonic combined weight - float w_k = __fdividef(2.0f * w_ik * w_jk, w_sum); - - float ratio = __fdividef(y_ik, y_jk); - float log_val = __logf(ratio); + float w_k = 2.0f * w_ik * w_jk / w_sum; + float log_val = logf(y_ik / y_jk); float mean_old = accum.z; // Update S_w and S_w2 @@ -159,7 +153,7 @@ namespace propr{ float valid = (float)valid_i; float safe_denom = valid * denom + (1.0f - valid) * (1.0f + fabsf(denom)); - float factor = __fdividef(S_total, safe_denom); + float factor = S_total / safe_denom; lrv = M2 * factor * valid; int pair_index = (i * (i - 1)) / 2 + j; @@ -170,7 +164,7 @@ namespace propr{ template __global__ void lrv_alpha(float* __restrict__ d_Y , offset_t Y_stride, - float* __restrict__ d_Yfull, offset_t Yfull_stride, + float* __restrict__ d_Yfull, offset_t Yfull_stride, float a, float* __restrict__ d_variances, int nb_samples, @@ -190,16 +184,16 @@ namespace propr{ float4 yfull_j = thread::load(&d_Yfull[k + j * Yfull_stride]); PROPR_UNROLL for (int m=0;m<4;++m) { - float Xf_i = __powf(reinterpret_cast(&yfull_i)[m], a); - float Xf_j = __powf(reinterpret_cast(&yfull_j)[m], a); + float Xf_i = powf(reinterpret_cast(&yfull_i)[m], a); + float Xf_j = powf(reinterpret_cast(&yfull_j)[m], a); sum_full.x += Xf_i; sum_full.y += Xf_j; } } - + for (; k < nb_samples_full; ++k) { - float Xf_i = __powf(d_Yfull[k + i * Yfull_stride], a); - float Xf_j = __powf(d_Yfull[k + j * Yfull_stride], a); + float Xf_i = powf(d_Yfull[k + i * Yfull_stride], a); + float Xf_j = powf(d_Yfull[k + j * Yfull_stride], a); sum_full.x += Xf_i; sum_full.y += Xf_j; } @@ -207,11 +201,11 @@ namespace propr{ float mu_full_i = (nb_samples_full > 0) ? (sum_full.x / static_cast(nb_samples_full)) : 0.0f; float mu_full_j = (nb_samples_full > 0) ? (sum_full.y / static_cast(nb_samples_full)) : 0.0f; - float a_i = (mu_full_i != 0.0f) ? __frcp_rn(mu_full_i) : 0.0f; - float a_j = (mu_full_j != 0.0f) ? __frcp_rn(mu_full_j) : 0.0f; - float ai_sq = __fmul_rn(a_i, a_i); - float aj_sq = __fmul_rn(a_j, a_j); - float aij = __fmul_rn(a_i, a_j); + float a_i = (mu_full_i != 0.0f) ? (1.0f / mu_full_i) : 0.0f; + float a_j = (mu_full_j != 0.0f) ? (1.0f / mu_full_j) : 0.0f; + float ai_sq = a_i * a_i; + float aj_sq = a_j * a_j; + float aij = a_i * a_j; float4 mu_m = make_float4(0.0f, 0.0f, 0.0f, 0.0f); // mu_m.x = mean Xi, mu_m.y = mean Xj float C = 0.0f; @@ -225,60 +219,60 @@ namespace propr{ float4 y_j = *reinterpret_cast(&d_Y[k + j * Y_stride]); for (int m=0;m<4;++m) { n++; - float inv_n = __frcp_rn(static_cast(n)); - float X_i = __powf(reinterpret_cast(&y_i)[m], a); - float X_j = __powf(reinterpret_cast(&y_j)[m], a); + float inv_n = 1.0f / static_cast(n); + float X_i = powf(reinterpret_cast(&y_i)[m], a); + float X_j = powf(reinterpret_cast(&y_j)[m], a); float prev_mu_i = mu_m.x; - float dx_i = __fsub_rn(X_i, prev_mu_i); - mu_m.x = __fmaf_rn(dx_i, inv_n, prev_mu_i); + float dx_i = X_i - prev_mu_i; + mu_m.x = fmaf(dx_i, inv_n, prev_mu_i); float prev_mu_j = mu_m.y; - float dx_j = __fsub_rn(X_j, prev_mu_j); - mu_m.y = __fmaf_rn(dx_j, inv_n, prev_mu_j); + float dx_j = X_j - prev_mu_j; + mu_m.y = fmaf(dx_j, inv_n, prev_mu_j); - float dxj_muj = __fsub_rn(X_j, mu_m.y); - C = __fmaf_rn(dx_i, dxj_muj, C); + float dxj_muj = X_j - mu_m.y; + C = fmaf(dx_i, dxj_muj, C); - acc_x = __fmaf_rn(X_i, X_i, acc_x); - acc_y = __fmaf_rn(X_j, X_j, acc_y); + acc_x = fmaf(X_i, X_i, acc_x); + acc_y = fmaf(X_j, X_j, acc_y); } } for (; k < nb_samples; ++k) { n++; - float inv_n = __frcp_rn(static_cast(n)); - float X_i = __powf(d_Y[k + i * Y_stride], a); - float X_j = __powf(d_Y[k + j * Y_stride], a); + float inv_n = 1.0f / static_cast(n); + float X_i = powf(d_Y[k + i * Y_stride], a); + float X_j = powf(d_Y[k + j * Y_stride], a); float prev_mu_i = mu_m.x; - float dx_i = __fsub_rn(X_i, prev_mu_i); - mu_m.x = __fmaf_rn(dx_i, inv_n, prev_mu_i); + float dx_i = X_i - prev_mu_i; + mu_m.x = fmaf(dx_i, inv_n, prev_mu_i); float prev_mu_j = mu_m.y; - float dx_j = __fsub_rn(X_j, prev_mu_j); - mu_m.y = __fmaf_rn(dx_j, inv_n, prev_mu_j); + float dx_j = X_j - prev_mu_j; + mu_m.y = fmaf(dx_j, inv_n, prev_mu_j); - float dxj_muj = __fsub_rn(X_j, mu_m.y); - C = __fmaf_rn(dx_i, dxj_muj, C); + float dxj_muj = X_j - mu_m.y; + C = fmaf(dx_i, dxj_muj, C); - acc_x = __fmaf_rn(X_i, X_i, acc_x); - acc_y = __fmaf_rn(X_j, X_j, acc_y); + acc_x = fmaf(X_i, X_i, acc_x); + acc_y = fmaf(X_j, X_j, acc_y); } - float n_mui_sq = __fmul_rn(n, __fmul_rn(mu_m.x, mu_m.x)); - float n_muj_sq = __fmul_rn(n, __fmul_rn(mu_m.y, mu_m.y)); - float sum_sq_i = __fsub_rn(acc_x, n_mui_sq); - float sum_sq_j = __fsub_rn(acc_y, n_muj_sq); + float n_mui_sq = n * mu_m.x * mu_m.x; + float n_muj_sq = n * mu_m.y * mu_m.y; + float sum_sq_i = acc_x - n_mui_sq; + float sum_sq_j = acc_y - n_muj_sq; // combined numerator S = sum_sq_i/ mu_full_i^2 + sum_sq_j/mu_full_j^2 - 2*C/(mu_full_i*mu_full_j) - float term1 = __fmul_rn(sum_sq_i, ai_sq); - float term2 = __fmul_rn(sum_sq_j, aj_sq); - float term3 = __fmul_rn(2.0f, __fmul_rn(aij, C)); - float S = __fadd_rn(term1, __fsub_rn(term2, term3)); - float a_sq = __fmul_rn(a, a); - float denom = (n > 1) ? __fmul_rn(a_sq, static_cast(n - 1)) : 1.0f; - float lrv_value = __fdiv_rn(S, denom); + float term1 = sum_sq_i * ai_sq; + float term2 = sum_sq_j * aj_sq; + float term3 = 2.0f * aij * C; + float S = term1 + term2 - term3; + float a_sq = a * a; + float denom = (n > 1) ? (a_sq * static_cast(n - 1)) : 1.0f; + float lrv_value = S / denom; int pair_index = (i * (i - 1)) / 2 + j; d_variances[pair_index] = lrv_value; @@ -286,8 +280,8 @@ namespace propr{ template - __global__ - void + __global__ + void lrv_alpha_weighted( float* __restrict__ d_Y , offset_t Y_stride, float* __restrict__ d_Yfull, offset_t Yfull_stride, @@ -320,49 +314,47 @@ namespace propr{ PROPR_UNROLL for (int m = 0; m < 4; ++m) { - float X_full_i = __powf(reinterpret_cast(&yfull_i)[m], a); - float X_full_j = __powf(reinterpret_cast(&yfull_j)[m], a); + float X_full_i = powf(reinterpret_cast(&yfull_i)[m], a); + float X_full_j = powf(reinterpret_cast(&yfull_j)[m], a); float wi_full = reinterpret_cast(&wfull_i)[m]; float wj_full = reinterpret_cast(&wfull_j)[m]; - float wsum_full = __fadd_rn(wi_full, wj_full); + float wsum_full = wi_full + wj_full; // harmonic combined weight: 2 * wi * wj / (wi + wj) - float w_full = __fdividef( - __fmul_rn(2.0f, __fmul_rn(wi_full, wj_full)), - __fadd_rn(wsum_full, FLT_MIN)); // avoid /0 + float w_full = (2.0f * wi_full * wj_full) / + (wsum_full + FLT_MIN); // avoid /0 - sum_w_full = __fadd_rn(sum_w_full, w_full); - sum_w_full_X_full_i = __fmaf_rn(w_full, X_full_i, sum_w_full_X_full_i); - sum_w_full_X_full_j = __fmaf_rn(w_full, X_full_j, sum_w_full_X_full_j); + sum_w_full += w_full; + sum_w_full_X_full_i = fmaf(w_full, X_full_i, sum_w_full_X_full_i); + sum_w_full_X_full_j = fmaf(w_full, X_full_j, sum_w_full_X_full_j); } } - + for (; k < nb_samples_full; ++k) { - float X_full_i = __powf(d_Yfull[k + i * Yfull_stride], a); - float X_full_j = __powf(d_Yfull[k + j * Yfull_stride], a); + float X_full_i = powf(d_Yfull[k + i * Yfull_stride], a); + float X_full_j = powf(d_Yfull[k + j * Yfull_stride], a); float wi_full = d_Wfull[k + i * Wfull_stride]; float wj_full = d_Wfull[k + j * Wfull_stride]; - float wsum_full = __fadd_rn(wi_full, wj_full); + float wsum_full = wi_full + wj_full; - float w_full = __fdividef( - __fmul_rn(2.0f, __fmul_rn(wi_full, wj_full)), - __fadd_rn(wsum_full, FLT_MIN)); + float w_full = (2.0f * wi_full * wj_full) / + (wsum_full + FLT_MIN); - sum_w_full = __fadd_rn(sum_w_full, w_full); - sum_w_full_X_full_i = __fmaf_rn(w_full, X_full_i, sum_w_full_X_full_i); - sum_w_full_X_full_j = __fmaf_rn(w_full, X_full_j, sum_w_full_X_full_j); + sum_w_full += w_full; + sum_w_full_X_full_i = fmaf(w_full, X_full_i, sum_w_full_X_full_i); + sum_w_full_X_full_j = fmaf(w_full, X_full_j, sum_w_full_X_full_j); } // inv_sum_w_full = 1/(sum_w_full + FLT_MIN) - float inv_sum_w_full = __frcp_rn(__fadd_rn(sum_w_full, FLT_MIN)); - float mu_full_i = __fmul_rn(sum_w_full_X_full_i, inv_sum_w_full); - float mu_full_j = __fmul_rn(sum_w_full_X_full_j, inv_sum_w_full); + float inv_sum_w_full = 1.0f / (sum_w_full + FLT_MIN); + float mu_full_i = sum_w_full_X_full_i * inv_sum_w_full; + float mu_full_j = sum_w_full_X_full_j * inv_sum_w_full; // mu_mask ~ mu/(mu + FLT_MIN) => ~1 if mu >> FLT_MIN, ~0 if mu==0 - float mu_mask_i = __fdiv_rn(mu_full_i, __fadd_rn(mu_full_i, FLT_MIN)); - float mu_mask_j = __fdiv_rn(mu_full_j, __fadd_rn(mu_full_j, FLT_MIN)); + float mu_mask_i = mu_full_i / (mu_full_i + FLT_MIN); + float mu_mask_j = mu_full_j / (mu_full_j + FLT_MIN); // ------------------------- // 2) pass over Y/W to compute weighted sums for X = Y^a (within-group) @@ -386,106 +378,101 @@ namespace propr{ float4 w_j = thread::load(&d_W[k + j * W_stride]); for (int m = 0; m < 4; ++m) { - float X_i = __powf(reinterpret_cast(&y_i)[m], a); - float X_j = __powf(reinterpret_cast(&y_j)[m], a); + float X_i = powf(reinterpret_cast(&y_i)[m], a); + float X_j = powf(reinterpret_cast(&y_j)[m], a); float wi = reinterpret_cast(&w_i)[m]; float wj = reinterpret_cast(&w_j)[m]; - float wsum = __fadd_rn(wi, wj); + float wsum = wi + wj; // harmonic combined weight: 2 * wi * wj / (wi + wj) - float w = __fdividef( - __fmul_rn(2.0f, __fmul_rn(wi, wj)), - __fadd_rn(wsum, FLT_MIN)); + float w = (2.0f * wi * wj) / + (wsum + FLT_MIN); - float X_i_sq = __fmul_rn(X_i, X_i); - float X_j_sq = __fmul_rn(X_j, X_j); - float X_iX_j = __fmul_rn(X_i, X_j); + float X_i_sq = X_i * X_i; + float X_j_sq = X_j * X_j; + float X_iX_j = X_i * X_j; - sum_w = __fadd_rn(sum_w, w); - sum_w_sq = __fmaf_rn(w, w, sum_w_sq); + sum_w += w; + sum_w_sq = fmaf(w, w, sum_w_sq); - sum_wX_i = __fmaf_rn(w, X_i, sum_wX_i); - sum_wX_j = __fmaf_rn(w, X_j, sum_wX_j); + sum_wX_i = fmaf(w, X_i, sum_wX_i); + sum_wX_j = fmaf(w, X_j, sum_wX_j); - sum_wX_i_sq = __fmaf_rn(w, X_i_sq, sum_wX_i_sq); - sum_wX_j_sq = __fmaf_rn(w, X_j_sq, sum_wX_j_sq); + sum_wX_i_sq = fmaf(w, X_i_sq, sum_wX_i_sq); + sum_wX_j_sq = fmaf(w, X_j_sq, sum_wX_j_sq); - sum_wX_iX_j = __fmaf_rn(w, X_iX_j, sum_wX_iX_j); + sum_wX_iX_j = fmaf(w, X_iX_j, sum_wX_iX_j); } } // tail for (; k < nb_samples; ++k) { - float X_i = __powf(d_Y[k + i * Y_stride], a); - float X_j = __powf(d_Y[k + j * Y_stride], a); + float X_i = powf(d_Y[k + i * Y_stride], a); + float X_j = powf(d_Y[k + j * Y_stride], a); float wi = d_W[k + i * W_stride]; float wj = d_W[k + j * W_stride]; - float wsum = __fadd_rn(wi, wj); + float wsum = wi + wj; - float w = __fdividef( - __fmul_rn(2.0f, __fmul_rn(wi, wj)), - __fadd_rn(wsum, FLT_MIN)); + float w = (2.0f * wi * wj) / + (wsum + FLT_MIN); - float X_i_sq = __fmul_rn(X_i, X_i); - float X_j_sq = __fmul_rn(X_j, X_j); - float X_iX_j = __fmul_rn(X_i, X_j); + float X_i_sq = X_i * X_i; + float X_j_sq = X_j * X_j; + float X_iX_j = X_i * X_j; - sum_w = __fadd_rn(sum_w, w); - sum_w_sq = __fmaf_rn(w, w, sum_w_sq); + sum_w += w; + sum_w_sq = fmaf(w, w, sum_w_sq); - sum_wX_i = __fmaf_rn(w, X_i, sum_wX_i); - sum_wX_j = __fmaf_rn(w, X_j, sum_wX_j); + sum_wX_i = fmaf(w, X_i, sum_wX_i); + sum_wX_j = fmaf(w, X_j, sum_wX_j); - sum_wX_i_sq = __fmaf_rn(w, X_i_sq, sum_wX_i_sq); - sum_wX_j_sq = __fmaf_rn(w, X_j_sq, sum_wX_j_sq); + sum_wX_i_sq = fmaf(w, X_i_sq, sum_wX_i_sq); + sum_wX_j_sq = fmaf(w, X_j_sq, sum_wX_j_sq); - sum_wX_iX_j = __fmaf_rn(w, X_iX_j, sum_wX_iX_j); + sum_wX_iX_j = fmaf(w, X_iX_j, sum_wX_iX_j); } // ------------------------- // weighted central sums and denominator // ------------------------- - float inv_sum_w = __frcp_rn(__fadd_rn(sum_w, FLT_MIN)); + float inv_sum_w = 1.0f / (sum_w + FLT_MIN); // central sums - float sum_sq_i = __fsub_rn(sum_wX_i_sq, - __fmul_rn(__fmul_rn(sum_wX_i, sum_wX_i), inv_sum_w)); - float sum_sq_j = __fsub_rn(sum_wX_j_sq, - __fmul_rn(__fmul_rn(sum_wX_j, sum_wX_j), inv_sum_w)); - float C = __fsub_rn(sum_wX_iX_j, - __fmul_rn(__fmul_rn(sum_wX_i, sum_wX_j), inv_sum_w)); + float sum_sq_i = sum_wX_i_sq - sum_wX_i * sum_wX_i * inv_sum_w; + float sum_sq_j = sum_wX_j_sq - sum_wX_j * sum_wX_j * inv_sum_w; + float C = sum_wX_iX_j - sum_wX_i * sum_wX_j * inv_sum_w; // effective degrees-of-freedom term (weighted) - float denom_term = __fsub_rn(sum_w, __fmul_rn(sum_w_sq, inv_sum_w)); + float denom_term = sum_w - sum_w_sq * inv_sum_w; // positive-part float denom_pos = fmaxf(denom_term, 0.0f); - float denom_mask = __fdiv_rn(denom_pos, __fadd_rn(denom_pos, FLT_MIN)); + float denom_mask = denom_pos / (denom_pos + FLT_MIN); // mu masks: mu_mask_i, mu_mask_j from above - float valid_mask = __fmul_rn(__fmul_rn(mu_mask_i, mu_mask_j), denom_mask); + float valid_mask = mu_mask_i * mu_mask_j * denom_mask; // inverses for scaled numerator - float inv_mu_full_i = __frcp_rn(__fadd_rn(mu_full_i, FLT_MIN)); - float inv_mu_full_j = __frcp_rn(__fadd_rn(mu_full_j, FLT_MIN)); + float inv_mu_full_i = 1.0f / (mu_full_i + FLT_MIN); + float inv_mu_full_j = 1.0f / (mu_full_j + FLT_MIN); - float inv_mu_full_i_sq = __fmul_rn(inv_mu_full_i, inv_mu_full_i); - float inv_mu_full_j_sq = __fmul_rn(inv_mu_full_j, inv_mu_full_j); - float inv_mu_full_ij = __fmul_rn(inv_mu_full_i, inv_mu_full_j); + float inv_mu_full_i_sq = inv_mu_full_i * inv_mu_full_i; + float inv_mu_full_j_sq = inv_mu_full_j * inv_mu_full_j; + float inv_mu_full_ij = inv_mu_full_i * inv_mu_full_j; - float term1 = __fmul_rn(sum_sq_i, inv_mu_full_i_sq); - float term2 = __fmul_rn(sum_sq_j, inv_mu_full_j_sq); - float term3 = __fmul_rn(2.0f, __fmul_rn(inv_mu_full_ij, C)); - float numerator = __fadd_rn(term1, __fsub_rn(term2, term3)); + float term1 = sum_sq_i * inv_mu_full_i_sq; + float term2 = sum_sq_j * inv_mu_full_j_sq; + float term3 = 2.0f * inv_mu_full_ij * C; + float numerator = term1 + term2 - term3; - float a_sq = __fmul_rn(a, a); + float a_sq = a * a; // denom = a^2 * (denom_pos + FLT_MIN) - float denom = __fmul_rn(a_sq, __fadd_rn(denom_pos, FLT_MIN)); + float denom = a_sq * (denom_pos + FLT_MIN); - float raw = __fdiv_rn(numerator, denom); - float lrv_value = __fmul_rn(raw, valid_mask); + float raw = numerator / denom; + float lrv_value = raw * valid_mask; int pair_index = (i * (i - 1)) / 2 + j; d_variances[pair_index] = lrv_value; @@ -493,4 +480,4 @@ namespace propr{ } } -} \ No newline at end of file +} diff --git a/inst/include/propr/kernels/cuda/traits/genewise.cuh b/inst/include/propr/kernels/cuda/traits/genewise.cuh index 6119a0bf..1a8cfbea 100644 --- a/inst/include/propr/kernels/cuda/traits/genewise.cuh +++ b/inst/include/propr/kernels/cuda/traits/genewise.cuh @@ -6,6 +6,7 @@ namespace propr { namespace cuda { namespace traits { + // TODO: use the thread_layout trait struct genewise_connectivity_stats_config { static constexpr int THREADS_PER_BLOCK = 256; static constexpr int PAIRS_PER_THREAD = 4; diff --git a/inst/include/propr/kernels/cuda/traits/graflex.cuh b/inst/include/propr/kernels/cuda/traits/graflex.cuh index ae00b5c6..e4712add 100644 --- a/inst/include/propr/kernels/cuda/traits/graflex.cuh +++ b/inst/include/propr/kernels/cuda/traits/graflex.cuh @@ -5,8 +5,8 @@ namespace propr { namespace cuda { namespace traits { - struct getOR_config : thread_layout_1d<1024> {}; - struct getORperm_config : thread_layout_1d<1024> {}; + struct getOR_config : thread_layout_1d<1024> {}; // TODO: Add elements per threads to the trait + struct getORperm_config : thread_layout_1d<1024> {}; // TODO: Add elements per threads to the trait } } } \ No newline at end of file diff --git a/src/dispatch/cuda/backend.cu b/src/dispatch/cuda/backend.cu index 2ee2730c..c1cc9ab9 100755 --- a/src/dispatch/cuda/backend.cu +++ b/src/dispatch/cuda/backend.cu @@ -98,7 +98,7 @@ centerNumericMatrix(NumericMatrix& out, const NumericMatrix & X, propr_context c nrows * d_out_stride * sizeof(float), cudaMemcpyDeviceToHost )); - + // It would be nicer if we avoid this double *outptr = REAL(out); for (size_t j = 0; j < ncols; ++j) { for (size_t i = 0; i < nrows; ++i) { @@ -163,6 +163,7 @@ dispatch::cuda::corRcpp(NumericMatrix& out, const NumericMatrix & X, propr_conte ); double *outptr = REAL(out); + // TODO: Maybe better make a call to a transpose cpu kernel? for (int i = 0; i < M; ++i) { for (int j = 0; j < M; ++j) { outptr[i + j * M] = h_full[i * M + j]; diff --git a/src/dispatch/runtime/stubs/cuda_stubs.cpp b/src/dispatch/runtime/stubs/cuda_stubs.cpp index 8bfdf5c9..04642ac9 100644 --- a/src/dispatch/runtime/stubs/cuda_stubs.cpp +++ b/src/dispatch/runtime/stubs/cuda_stubs.cpp @@ -31,6 +31,8 @@ void half2mat(Rcpp::NumericMatrix&, const Rcpp::NumericVector&) { throw_unavaila void vector2mat(Rcpp::NumericMatrix&, const Rcpp::NumericVector&, const Rcpp::IntegerVector&, const Rcpp::IntegerVector&, int) { throw_unavailable(); } void ratiosRcpp(Rcpp::NumericMatrix&, const Rcpp::NumericMatrix&) { throw_unavailable(); } void results2matRcpp(Rcpp::NumericMatrix&, const Rcpp::DataFrame&, int, double) { throw_unavailable(); } + +// genewise ops void genewise_connectivity( Rcpp::IntegerVector&, Rcpp::IntegerVector&,