Update pytorch version to 2.5.0

recipe/meta.yaml

@@ -1,5 +1,5 @@
-{% set version = "2.4.1" %}
-{% set build = 2 %}
+{% set version = "2.5.0" %}
+{% set build = 0 %}
 
 {% if cuda_compiler_version != "None" %}
 {% set build = build + 200 %}
@@ -21,26 +21,22 @@ package:
 
 source:
   url: https://github.com/pytorch/pytorch/releases/download/v{{ version }}/pytorch-v{{ version }}.tar.gz
-  sha256: 39666a43c0c10f5fd46c1a7ca95dc74d3bc39de2678b70066481cbf02e58384f
+  sha256: 91b3ba7db9cd6ac48f672a615872dcf1e4c29783d9c615336b11553915d5298a
   patches:
     # The patch below is probably OK for other versions too, but it is untested with them
     # https://github.com/conda-forge/pytorch-cpu-feedstock/pull/203#issuecomment-1797352452
     # https://github.com/pytorch/pytorch/pull/82695/files#diff-8e5cb190cc46be808993381a31fe9c027705d356b6bc0460368c0310ae82b273R61-R66
     # https://github.com/pytorch/pytorch/pull/108932
     # cross compiling CUDA also needs to delete the check
-    - patches/0001-Allow-splayed-layouts.patch  # [cuda_compiler_version == "12.0" or (build_platform != target_platform and cuda_compiler_version != "None")]
+    # - patches/0001-Allow-splayed-layouts.patch  # [cuda_compiler_version == "12.0" or (build_platform != target_platform and cuda_compiler_version != "None")]
     # https://github.com/pytorch/pytorch/issues/101135
     # the following patch was transcribed to work wit 2.1.0
     # https://gist.github.com/andreigh/f78f631e0039f0af410b269acbb0c8dc
-    - patches/0002-Use-new-nvtoolset.patch      # [cuda_compiler_version == "12.0"]
+    # - patches/0002-Use-new-nvtoolset.patch      # [cuda_compiler_version == "12.0"]
     - patches/0003-Force-usage-of-python-3-and-error-without-numpy.patch
     # https://github.com/pytorch/pytorch/pull/137084
     - patches/0004-Help-find-numpy.patch
-
-    # Fix linker script inclusion for aarch64
-    # Already merged, can remove on Pytorch 2.4.1+
-    # https://github.com/pytorch/pytorch/pull/130370
-    - patches/130370.patch
+    - patches/0005-Use-system-nvtx3.patch
 
     # See https://github.com/pytorch/pytorch/pull/137331
     # for status
@@ -92,6 +88,7 @@ requirements:
     - libcurand-dev                          # [build_platform != target_platform]
     - libcusolver-dev                        # [build_platform != target_platform]
     - libcusparse-dev                        # [build_platform != target_platform]
+    - nvtx-c
     {% endif %}
     # Dec 2020: it seems that git is broken on windows, so we use m2-git
     - patch     # [not win]
@@ -125,6 +122,7 @@ requirements:
     - libcurand-dev
     - libcusolver-dev
     - libcusparse-dev
+    - nvtx-c
     {% endif %}
     # other requirements
     - python 3.12  # [megabuild]

recipe/patches/0005-Use-system-nvtx3.patch

@@ -0,0 +1,13 @@
+diff --git a/cmake/public/cuda.cmake b/cmake/public/cuda.cmake
+index afc1bc12ab..497dce5313 100644
+--- a/cmake/public/cuda.cmake
++++ b/cmake/public/cuda.cmake
+@@ -170,7 +170,7 @@ else()
+ endif()
+
+ # nvToolsExt
+-find_path(nvtx3_dir NAMES nvtx3 PATHS "${PROJECT_SOURCE_DIR}/third_party/NVTX/c/include" NO_DEFAULT_PATH)
++find_path(nvtx3_dir NAMES nvtx3)
+ find_package_handle_standard_args(nvtx3 DEFAULT_MSG nvtx3_dir)
+ if(nvtx3_FOUND)
+   add_library(torch::nvtx3 INTERFACE IMPORTED)