libtorch: work on some cuda refactoring

pkgs/development/libraries/science/math/libtorch/default.nix

@@ -2,7 +2,6 @@
   fetchFromGitHub,
   fetchpatch,
   pkgs,
-  symlinkJoin,
   # nativeBuildInputs
   asmjit,
   blas,
@@ -23,6 +22,7 @@
   mpi,
   ninja,
   numactl,
+  onnx,
   protobuf,
   psimd,
   pthreadpool,
@@ -43,7 +43,7 @@
   useXnnpack ? true,
   useZstd ? true,
 }: let
-  inherit (lib) lists;
+  inherit (lib) lists strings;
   setBool = bool:
     if bool
     then "ON"
@@ -82,28 +82,6 @@
     };
   });
 
-  cuda-redist = symlinkJoin {
-    name = "cuda-redist";
-    paths = with cudaPackages;
-      [
-        autoAddOpenGLRunpathHook
-        cuda_cccl # <thrust> and CUB
-        cuda_cudart
-        cuda_cupti # Needed by Kineto for GPU profiling
-        cuda_nvcc
-        cuda_nvml_dev
-        cuda_nvrtc
-        cuda_nvtx
-        libcublas
-        libcufft
-        libcurand
-        libcusolver
-        libcusparse
-        nccl.dev
-      ]
-      ++ lists.optionals useCudnn [cudnn];
-  };
-
   mkDerivation =
     if useCuda
     then cudaPackages.backendStdenv.mkDerivation
@@ -171,6 +149,7 @@ in
         rm -rf FXdiv*
         rm -rf gloo*
         rm -rf ideep/mkl-dnn*
+        rm -rf onnx*
         rm -rf protobuf*
         rm -rf psimd*
         rm -rf pthreadpool*
@@ -235,6 +214,7 @@ in
         fxdiv
         gflags
         glog
+        onnx
         protobuf
         psimd
         pthreadpool
@@ -248,7 +228,14 @@ in
         zlib
       ]
       # Optional dependencies
-      ++ lists.optionals useCuda [cuda-redist]
+      ++ lists.optionals useCuda (
+        # TODO(@connorbaker): Is this correct that we need both cudart and nvcc as native dependencies?
+        with cudaPackages; [
+          autoAddOpenGLRunpathHook
+          cuda_cudart # cuda_runtime.h
+          cuda_nvcc # crt/host_config.h
+        ]
+      )
       ++ lists.optionals useGloo [gloo]
       ++ lists.optionals useMagma [magma]
       ++ lists.optionals useMkldnn [oneDNN.dev] # oneDNN is the new name for MKL-DNN
@@ -257,13 +244,48 @@ in
       ++ lists.optionals useXnnpack [xnnpack]
       ++ lists.optionals useZstd [zstd.dev];
 
+    # TODO(@connorbaker): Currently CUDA build fails with:
+    # CMake Error at cmake/public/cuda.cmake:65 (message):
+    #   Found two conflicting CUDA installs:
+    #
+    #   V11.8.89 in
+    #   '/nix/store/rsjxr5b5zifa0wbpziwqfzg7lncfz0f0-cuda_cudart-11.8.89/include'
+    #   and
+    #
+    #   V11.8.89 in
+    #   '/nix/store/rsjxr5b5zifa0wbpziwqfzg7lncfz0f0-cuda_cudart-11.8.89/include;/nix/store/nljxvgbp6fy0q7cbrp5l5igv57p5fa3v-cuda_nvcc-11.8.89/include;/nix/store/mfk63jcw2r77asgai82rzbzbph10dhh8-cuda_cccl-11.8.89/include;/nix/store/0xhbghrnf7x289m78c8ha2dm6n83wfbg-cuda_cupti-11.8.87/include;/nix/store/4x7gb192a6pskj2skwn9s3m0vnn73bff-cuda_nvml_dev-11.8.86/include;/nix/store/00p0i6kqw6qjbrc4fddqfnv07zcg7gi1-cuda_nvrtc-11.8.89/include;/nix/store/953p97p0inb7wdj50qcz47dy3lh58vhq-cuda_nvtx-11.8.86/include;/nix/store/qsm8bjydfnapr77wzlyzyzcsnkc0yrh2-libcublas-11.11.3.6/include;/nix/store/fszipvg6jw9dsj2lz1izwy7363mwh4fj-libcufft-10.9.0.58/include;/nix/store/8r9kj0rh0kk9iqi32kkm1bdxqb8jipbr-libcurand-10.3.0.86/include;/nix/store/f0d08h7g4apgngbyrgqvpjxmlp3azf0m-libcusolver-11.4.1.48/include;/nix/store/141gw8r2ypg27186mzg81rhndl402l80-libcusparse-11.7.5.86/include;/nix/store/z5ppzlnw5wzy5bbvhm76kfmjmirpkqhb-cuda_profiler_api-11.8.86/include'
+    buildInputs = lists.optionals useCuda (with cudaPackages;
+      [
+        (lib.getDev nccl)
+        cuda_cccl # <thrust/*>
+        cuda_cupti
+        cuda_nvml_dev # <nvml.h>
+        cuda_nvrtc
+        cuda_nvtx # -llibNVToolsExt
+        libcublas
+        libcufft
+        libcurand
+        libcusolver
+        libcusparse
+        nccl
+      ]
+      ++ lists.optionals useCudnn [cudnn]
+      ++ lists.optionals (strings.versionOlder cudaVersion "11.8") [
+        cuda_nvprof # <cuda_profiler_api.h>
+      ]
+      ++ lists.optionals (strings.versionAtLeast cudaVersion "11.8") [
+        cuda_profiler_api # <cuda_profiler_api.h>
+      ]);
+
     cmakeFlags =
       # Core configuration options
       [
         "-DATEN_NO_TEST:BOOL=ON"
         "-DBUILD_PYTHON:BOOL=OFF"
         "-DBUILD_SHARED_LIBS:BOOL=ON"
         "-DCMAKE_BUILD_TYPE:STRING=Release"
+        "-DCMAKE_C_STANDARD:STRING=17"
+        "-DCMAKE_CXX_STANDARD:STRING=17"
         "-DUSE_PRECOMPILED_HEADERS:BOOL=ON"
       ]
       # Core dependencies
@@ -279,6 +301,7 @@ in
         "-DUSE_SYSTEM_FMT:BOOL=ON"
         "-DUSE_SYSTEM_FP16:BOOL=ON"
         "-DUSE_SYSTEM_FXDIV:BOOL=ON"
+        "-DUSE_SYSTEM_ONNX:BOOL=ON"
         "-DUSE_SYSTEM_PSIMD:BOOL=ON"
         "-DUSE_SYSTEM_PTHREADPOOL:BOOL=ON"
         "-DUSE_SYSTEM_PYBIND11:BOOL=ON"