IntelPython · razdoburdin · Feb 20, 2025 · Jan 31, 2025 · Jan 31, 2025 · Feb 4, 2025
diff --git a/.github/workflows/jvm_tests.yml b/.github/workflows/jvm_tests.yml
@@ -30,7 +30,7 @@ jobs:
 
     - uses: conda-incubator/setup-miniconda@a4260408e20b96e80095f42ff7f1a15b27dd94ca  # v3.0.4
       with:
-        miniforge-variant: Mambaforge
+        miniforge-variant: Miniforge3
         miniforge-version: latest
         activate-environment: jvm_tests
         environment-file: tests/ci_build/conda_env/jvm_tests.yml

diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
@@ -81,7 +81,7 @@ jobs:
         submodules: 'true'
     - uses: conda-incubator/setup-miniconda@a4260408e20b96e80095f42ff7f1a15b27dd94ca  # v3.0.4
       with:
-        miniforge-variant: Mambaforge
+        miniforge-variant: Miniforge3
         miniforge-version: latest
         activate-environment: linux_sycl_test
         environment-file: tests/ci_build/conda_env/linux_sycl_test.yml
@@ -123,7 +123,7 @@ jobs:
         submodules: 'true'
     - uses: conda-incubator/setup-miniconda@a4260408e20b96e80095f42ff7f1a15b27dd94ca  # v3.0.4
       with:
-        miniforge-variant: Mambaforge
+        miniforge-variant: Miniforge3
         miniforge-version: latest
         activate-environment: cpp_test
         environment-file: tests/ci_build/conda_env/cpp_test.yml

diff --git a/.github/workflows/python_tests.yml b/.github/workflows/python_tests.yml
@@ -26,7 +26,7 @@ jobs:
         submodules: 'true'
     - uses: conda-incubator/setup-miniconda@a4260408e20b96e80095f42ff7f1a15b27dd94ca  # v3.0.4
       with:
-        miniforge-variant: Mambaforge
+        miniforge-variant: Miniforge3
         miniforge-version: latest
         activate-environment: python_lint
         environment-file: tests/ci_build/conda_env/python_lint.yml
@@ -58,7 +58,7 @@ jobs:
         submodules: 'true'
     - uses: conda-incubator/setup-miniconda@a4260408e20b96e80095f42ff7f1a15b27dd94ca  # v3.0.4
       with:
-        miniforge-variant: Mambaforge
+        miniforge-variant: Miniforge3
         miniforge-version: latest
         activate-environment: sdist_test
         environment-file: tests/ci_build/conda_env/sdist_test.yml
@@ -130,7 +130,7 @@ jobs:
 
     - uses: conda-incubator/setup-miniconda@a4260408e20b96e80095f42ff7f1a15b27dd94ca  # v3.0.4
       with:
-        miniforge-variant: Mambaforge
+        miniforge-variant: Miniforge3
         miniforge-version: latest
         activate-environment: macos_cpu_test
         environment-file: tests/ci_build/conda_env/macos_cpu_test.yml
@@ -227,7 +227,7 @@ jobs:
 
     - uses: conda-incubator/setup-miniconda@a4260408e20b96e80095f42ff7f1a15b27dd94ca  # v3.0.4
       with:
-        miniforge-variant: Mambaforge
+        miniforge-variant: Miniforge3
         miniforge-version: latest
         activate-environment: linux_cpu_test
         environment-file: tests/ci_build/conda_env/linux_cpu_test.yml
@@ -280,7 +280,7 @@ jobs:
 
     - uses: conda-incubator/setup-miniconda@a4260408e20b96e80095f42ff7f1a15b27dd94ca  # v3.0.4
       with:
-        miniforge-variant: Mambaforge
+        miniforge-variant: Miniforge3
         miniforge-version: latest
         activate-environment: linux_sycl_test
         environment-file: tests/ci_build/conda_env/linux_sycl_test.yml

diff --git a/.github/workflows/python_wheels.yml b/.github/workflows/python_wheels.yml
@@ -34,7 +34,7 @@ jobs:
       run: brew install libomp
     - uses: conda-incubator/setup-miniconda@a4260408e20b96e80095f42ff7f1a15b27dd94ca  # v3.0.4
       with:
-        miniforge-variant: Mambaforge
+        miniforge-variant: Miniforge3
         miniforge-version: latest
         python-version: 3.9
         use-mamba: true

diff --git a/.gitignore b/.gitignore
@@ -139,11 +139,13 @@ credentials.csv
 .bloop
 
 # python tests
+*.bin
 demo/**/*.txt
 *.dmatrix
 .hypothesis
 __MACOSX/
 model*.json
+/tests/python/models/models/
 
 # R tests
 *.htm

diff --git a/CMakeLists.txt b/CMakeLists.txt
@@ -6,7 +6,7 @@ if(PLUGIN_SYCL)
   string(REPLACE " -isystem ${CONDA_PREFIX}/include" "" CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS}")
 endif()
 
-project(xgboost LANGUAGES CXX C VERSION 2.1.3)
+project(xgboost LANGUAGES CXX C VERSION 2.1.4)
 include(cmake/Utils.cmake)
 list(APPEND CMAKE_MODULE_PATH "${xgboost_SOURCE_DIR}/cmake/modules")
 
@@ -327,7 +327,6 @@ if(PLUGIN_RMM)
   list(REMOVE_ITEM rmm_link_libs CUDA::cudart)
   list(APPEND rmm_link_libs CUDA::cudart_static)
   set_target_properties(rmm::rmm PROPERTIES INTERFACE_LINK_LIBRARIES "${rmm_link_libs}")
-  get_target_property(rmm_link_libs rmm::rmm INTERFACE_LINK_LIBRARIES)
 endif()
 
 if(PLUGIN_SYCL)

diff --git a/R-package/DESCRIPTION b/R-package/DESCRIPTION
@@ -1,8 +1,8 @@
 Package: xgboost
 Type: Package
 Title: Extreme Gradient Boosting
-Version: 2.1.3.1
-Date: 2024-11-26
+Version: 2.1.4.1
+Date: 2025-02-06
 Authors@R: c(
   person("Tianqi", "Chen", role = c("aut"),
          email = "tianqi.tchen@gmail.com"),

diff --git a/R-package/configure b/R-package/configure
@@ -1,6 +1,6 @@
 #! /bin/sh
 # Guess values for system-dependent variables and create Makefiles.
-# Generated by GNU Autoconf 2.71 for xgboost 2.1.3.
+# Generated by GNU Autoconf 2.71 for xgboost 2.1.4.
 #
 #
 # Copyright (C) 1992-1996, 1998-2017, 2020-2021 Free Software Foundation,
@@ -607,8 +607,8 @@ MAKEFLAGS=
 # Identity of this package.
 PACKAGE_NAME='xgboost'
 PACKAGE_TARNAME='xgboost'
-PACKAGE_VERSION='2.1.3'
-PACKAGE_STRING='xgboost 2.1.3'
+PACKAGE_VERSION='2.1.4'
+PACKAGE_STRING='xgboost 2.1.4'
 PACKAGE_BUGREPORT=''
 PACKAGE_URL=''
 
@@ -1259,7 +1259,7 @@ if test "$ac_init_help" = "long"; then
   # Omit some internal or obsolete options to make the list less imposing.
   # This message is too long to be a string in the A/UX 3.1 sh.
   cat <<_ACEOF
-\`configure' configures xgboost 2.1.3 to adapt to many kinds of systems.
+\`configure' configures xgboost 2.1.4 to adapt to many kinds of systems.
 
 Usage: $0 [OPTION]... [VAR=VALUE]...
 
@@ -1321,7 +1321,7 @@ fi
 
 if test -n "$ac_init_help"; then
   case $ac_init_help in
-     short | recursive ) echo "Configuration of xgboost 2.1.3:";;
+     short | recursive ) echo "Configuration of xgboost 2.1.4:";;
    esac
   cat <<\_ACEOF
 
@@ -1404,7 +1404,7 @@ fi
 test -n "$ac_init_help" && exit $ac_status
 if $ac_init_version; then
   cat <<\_ACEOF
-xgboost configure 2.1.3
+xgboost configure 2.1.4
 generated by GNU Autoconf 2.71
 
 Copyright (C) 2021 Free Software Foundation, Inc.
@@ -1603,7 +1603,7 @@ cat >config.log <<_ACEOF
 This file contains any messages produced by compilers while
 running configure, to aid debugging if configure makes a mistake.
 
-It was created by xgboost $as_me 2.1.3, which was
+It was created by xgboost $as_me 2.1.4, which was
 generated by GNU Autoconf 2.71.  Invocation command line was
 
   $ $0$ac_configure_args_raw
@@ -3709,7 +3709,7 @@ cat >>$CONFIG_STATUS <<\_ACEOF || ac_write_fail=1
 # report actual input values of CONFIG_FILES etc. instead of their
 # values after options handling.
 ac_log="
-This file was extended by xgboost $as_me 2.1.3, which was
+This file was extended by xgboost $as_me 2.1.4, which was
 generated by GNU Autoconf 2.71.  Invocation command line was
 
   CONFIG_FILES    = $CONFIG_FILES
@@ -3773,7 +3773,7 @@ ac_cs_config_escaped=`printf "%s\n" "$ac_cs_config" | sed "s/^ //; s/'/'\\\\\\\\
 cat >>$CONFIG_STATUS <<_ACEOF || ac_write_fail=1
 ac_cs_config='$ac_cs_config_escaped'
 ac_cs_version="\\
-xgboost config.status 2.1.3
+xgboost config.status 2.1.4
 configured by $0, generated by GNU Autoconf 2.71,
   with options \\"\$ac_cs_config\\"
 

diff --git a/R-package/configure.ac b/R-package/configure.ac
@@ -2,7 +2,7 @@
 
 AC_PREREQ(2.69)
 
-AC_INIT([xgboost],[2.1.3],[],[xgboost],[])
+AC_INIT([xgboost],[2.1.4],[],[xgboost],[])
 
 : ${R_HOME=`R RHOME`}
 if test -z "${R_HOME}"; then

diff --git a/cmake/Utils.cmake b/cmake/Utils.cmake
@@ -55,7 +55,9 @@ function(compute_cmake_cuda_archs archs)
 
   # Set up defaults based on CUDA varsion
   if(NOT CMAKE_CUDA_ARCHITECTURES)
-    if(CUDA_VERSION VERSION_GREATER_EQUAL "11.8")
+    if(CUDA_VERSION VERSION_GREATER_EQUAL "12.8")
+      set(CMAKE_CUDA_ARCHITECTURES 50 60 70 80 90 100 120)
+    elseif(CUDA_VERSION VERSION_GREATER_EQUAL "11.8")
       set(CMAKE_CUDA_ARCHITECTURES 50 60 70 80 90)
     elseif(CUDA_VERSION VERSION_GREATER_EQUAL "11.0")
       set(CMAKE_CUDA_ARCHITECTURES 50 60 70 80)

diff --git a/demo/dask/gpu_training.py b/demo/dask/gpu_training.py
@@ -50,8 +50,8 @@ def using_quantile_device_dmatrix(client: Client, X: da.Array, y: da.Array) -> d
     .. versionadded:: 1.2.0
 
     """
-    X = dask_cudf.from_dask_dataframe(dd.from_dask_array(X))
-    y = dask_cudf.from_dask_dataframe(dd.from_dask_array(y))
+    X = dd.from_dask_array(X).to_backend("cudf")
+    y = dd.from_dask_array(y).to_backend("cudf")
 
     # `DaskQuantileDMatrix` is used instead of `DaskDMatrix`, be careful that it can not
     # be used for anything else other than training unless a reference is specified. See

diff --git a/include/xgboost/version_config.h b/include/xgboost/version_config.h
@@ -6,6 +6,6 @@
 
 #define XGBOOST_VER_MAJOR 2  /* NOLINT */
 #define XGBOOST_VER_MINOR 1  /* NOLINT */
-#define XGBOOST_VER_PATCH 3  /* NOLINT */
+#define XGBOOST_VER_PATCH 4  /* NOLINT */
 
 #endif  // XGBOOST_VERSION_CONFIG_H_
diff --git a/jvm-packages/pom.xml b/jvm-packages/pom.xml
@@ -6,7 +6,7 @@
 
     <groupId>ml.dmlc</groupId>
     <artifactId>xgboost-jvm_2.12</artifactId>
-    <version>2.1.3</version>
+    <version>2.1.4</version>
     <packaging>pom</packaging>
     <name>XGBoost JVM Package</name>
     <description>JVM Package for XGBoost</description>

diff --git a/jvm-packages/xgboost4j-example/pom.xml b/jvm-packages/xgboost4j-example/pom.xml
@@ -6,11 +6,11 @@
     <parent>
         <groupId>ml.dmlc</groupId>
         <artifactId>xgboost-jvm_2.12</artifactId>
-        <version>2.1.3</version>
+        <version>2.1.4</version>
     </parent>
     <name>xgboost4j-example</name>
     <artifactId>xgboost4j-example_2.12</artifactId>
-    <version>2.1.3</version>
+    <version>2.1.4</version>
     <packaging>jar</packaging>
     <build>
         <plugins>

diff --git a/jvm-packages/xgboost4j-flink/pom.xml b/jvm-packages/xgboost4j-flink/pom.xml
@@ -6,12 +6,12 @@
     <parent>
         <groupId>ml.dmlc</groupId>
         <artifactId>xgboost-jvm_2.12</artifactId>
-        <version>2.1.3</version>
+        <version>2.1.4</version>
     </parent>
 
     <name>xgboost4j-flink</name>
     <artifactId>xgboost4j-flink_2.12</artifactId>
-    <version>2.1.3</version>
+    <version>2.1.4</version>
     <properties>
       <flink-ml.version>2.2.0</flink-ml.version>
     </properties>

diff --git a/jvm-packages/xgboost4j-gpu/pom.xml b/jvm-packages/xgboost4j-gpu/pom.xml
@@ -6,11 +6,11 @@
     <parent>
         <groupId>ml.dmlc</groupId>
         <artifactId>xgboost-jvm_2.12</artifactId>
-        <version>2.1.3</version>
+        <version>2.1.4</version>
     </parent>
     <artifactId>xgboost4j-gpu_2.12</artifactId>
     <name>xgboost4j-gpu</name>
-    <version>2.1.3</version>
+    <version>2.1.4</version>
     <packaging>jar</packaging>
 
     <dependencies>

diff --git a/jvm-packages/xgboost4j-spark-gpu/pom.xml b/jvm-packages/xgboost4j-spark-gpu/pom.xml
@@ -6,7 +6,7 @@
     <parent>
         <groupId>ml.dmlc</groupId>
         <artifactId>xgboost-jvm_2.12</artifactId>
-        <version>2.1.3</version>
+        <version>2.1.4</version>
     </parent>
     <name>xgboost4j-spark-gpu</name>
     <artifactId>xgboost4j-spark-gpu_2.12</artifactId>

diff --git a/jvm-packages/xgboost4j-spark/pom.xml b/jvm-packages/xgboost4j-spark/pom.xml
@@ -6,7 +6,7 @@
     <parent>
         <groupId>ml.dmlc</groupId>
         <artifactId>xgboost-jvm_2.12</artifactId>
-        <version>2.1.3</version>
+        <version>2.1.4</version>
     </parent>
     <name>xgboost4j-spark</name>
     <artifactId>xgboost4j-spark_2.12</artifactId>

diff --git a/jvm-packages/xgboost4j/pom.xml b/jvm-packages/xgboost4j/pom.xml
@@ -6,11 +6,11 @@
     <parent>
         <groupId>ml.dmlc</groupId>
         <artifactId>xgboost-jvm_2.12</artifactId>
-        <version>2.1.3</version>
+        <version>2.1.4</version>
     </parent>
     <name>xgboost4j</name>
     <artifactId>xgboost4j_2.12</artifactId>
-    <version>2.1.3</version>
+    <version>2.1.4</version>
     <packaging>jar</packaging>
 
     <dependencies>

diff --git a/plugin/sycl/common/hist_util.cc b/plugin/sycl/common/hist_util.cc
@@ -9,7 +9,7 @@
 #include "../data/gradient_index.h"
 #include "hist_util.h"
 
-#include <CL/sycl.hpp>
+#include <sycl/sycl.hpp>
 
 namespace xgboost {
 namespace sycl {

diff --git a/plugin/sycl/common/hist_util.h b/plugin/sycl/common/hist_util.h
@@ -15,7 +15,7 @@
 #include "../../src/common/hist_util.h"
 #include "../data/gradient_index.h"
 
-#include <CL/sycl.hpp>
+#include <sycl/sycl.hpp>
 
 namespace xgboost {
 namespace sycl {

diff --git a/plugin/sycl/common/partition_builder.h b/plugin/sycl/common/partition_builder.h
@@ -25,7 +25,7 @@
 #include "../data/gradient_index.h"
 #include "../tree/expand_entry.h"
 
-#include <CL/sycl.hpp>
+#include <sycl/sycl.hpp>
 
 namespace xgboost {
 namespace sycl {

diff --git a/plugin/sycl/common/row_set.h b/plugin/sycl/common/row_set.h
@@ -15,7 +15,7 @@
 
 #include "../data.h"
 
-#include <CL/sycl.hpp>
+#include <sycl/sycl.hpp>
 
 namespace xgboost {
 namespace sycl {

diff --git a/plugin/sycl/data.h b/plugin/sycl/data.h
@@ -22,7 +22,7 @@
 
 #include "../../src/common/threading_utils.h"
 
-#include "CL/sycl.hpp"
+#include <sycl/sycl.hpp>
 
 namespace xgboost {
 namespace sycl {

diff --git a/plugin/sycl/data/gradient_index.cc b/plugin/sycl/data/gradient_index.cc
@@ -8,7 +8,7 @@
 
 #include "gradient_index.h"
 
-#include <CL/sycl.hpp>
+#include <sycl/sycl.hpp>
 
 namespace xgboost {
 namespace sycl {

diff --git a/plugin/sycl/data/gradient_index.h b/plugin/sycl/data/gradient_index.h
@@ -10,7 +10,7 @@
 #include "../data.h"
 #include "../../src/common/hist_util.h"
 
-#include <CL/sycl.hpp>
+#include <sycl/sycl.hpp>
 
 namespace xgboost {
 namespace sycl {

diff --git a/plugin/sycl/device_manager.h b/plugin/sycl/device_manager.h
@@ -10,7 +10,7 @@
 #include <string>
 #include <unordered_map>
 
-#include <CL/sycl.hpp>
+#include <sycl/sycl.hpp>
 
 #pragma GCC diagnostic push
 #pragma GCC diagnostic ignored "-Wtautological-constant-compare"

diff --git a/plugin/sycl/objective/multiclass_obj.cc b/plugin/sycl/objective/multiclass_obj.cc
@@ -23,7 +23,7 @@
 #include "../../../src/objective/multiclass_param.h"
 
 #include "../device_manager.h"
-#include <CL/sycl.hpp>
+#include <sycl/sycl.hpp>
 
 namespace xgboost {
 namespace sycl {