Link conda packages with cusparselt

Fixes pytorch/pytorch#115085

(cherry picked from commit c55c58b)

Author: malfet

conda/build_pytorch.sh

@@ -356,7 +356,6 @@ for py_ver in "${DESIRED_PYTHON[@]}"; do
          PYTORCH_GITHUB_ROOT_DIR="$pytorch_rootdir" \
          PYTORCH_BUILD_STRING="$build_string" \
          PYTORCH_MAGMA_CUDA_VERSION="$cuda_nodot" \
-         USE_CUSPARSELT=0 \
          conda build -c "$ANACONDA_USER" \
                      ${NO_TEST:-} \
                      --no-anaconda-upload \

conda/pytorch-nightly/build.sh

@@ -53,21 +53,18 @@ fi
 if [[ -n "$build_with_cuda" ]]; then
     export TORCH_NVCC_FLAGS="-Xfatbin -compress-all"
     TORCH_CUDA_ARCH_LIST="5.0;6.0;6.1;7.0;7.5;8.0;8.6"
-    export USE_STATIC_CUDNN=1 # links cudnn statically (driven by tools/setup_helpers/cudnn.py)
+    export USE_STATIC_CUDNN=0 # link with cudnn dynamically
+    export USE_CUSPARSELT=1 # link with cusparselt
 
     if [[ $CUDA_VERSION == 11.8* ]]; then
-	TORCH_CUDA_ARCH_LIST="$TORCH_CUDA_ARCH_LIST;3.7+PTX;9.0"
-	#for cuda 11.8 we use cudnn 8.7
-	#which does not have single static libcudnn_static.a deliverable to link with
-	export USE_STATIC_CUDNN=0
-	#for cuda 11.8 include all dynamic loading libraries
-	DEPS_LIST=(/usr/local/cuda/lib64/libcudnn*.so.8 /usr/local/cuda-11.8/extras/CUPTI/lib64/libcupti.so.11.8)
+        TORCH_CUDA_ARCH_LIST="$TORCH_CUDA_ARCH_LIST;3.7+PTX;9.0"
+        #for cuda 11.8 include all dynamic loading libraries
+        DEPS_LIST=(/usr/local/cuda/lib64/libcudnn*.so.8 /usr/local/cuda-11.8/extras/CUPTI/lib64/libcupti.so.11.8 /usr/local/cuda/lib64/libcusparseLt.so.0)
     elif [[ $CUDA_VERSION == 12.1* ]]; then
-	# cuda 12 does not support sm_3x
-	TORCH_CUDA_ARCH_LIST="$TORCH_CUDA_ARCH_LIST;9.0"
-	# for cuda 12.1 we use cudnn 8.8 and include all dynamic loading libraries
-	export USE_STATIC_CUDNN=0
-	DEPS_LIST=(/usr/local/cuda/lib64/libcudnn*.so.8 /usr/local/cuda-12.1/extras/CUPTI/lib64/libcupti.so.12)
+        # cuda 12 does not support sm_3x
+        TORCH_CUDA_ARCH_LIST="$TORCH_CUDA_ARCH_LIST;9.0"
+        # for cuda 12.1 we use cudnn 8.8 and include all dynamic loading libraries
+        DEPS_LIST=(/usr/local/cuda/lib64/libcudnn*.so.8 /usr/local/cuda-12.1/extras/CUPTI/lib64/libcupti.so.12 /usr/local/cuda/lib64/libcusparseLt.so.0)
     fi
     if [[ -n "$OVERRIDE_TORCH_CUDA_ARCH_LIST" ]]; then
         TORCH_CUDA_ARCH_LIST="$OVERRIDE_TORCH_CUDA_ARCH_LIST"

conda/pytorch-nightly/meta.yaml

@@ -98,7 +98,6 @@ build:
     - _GLIBCXX_USE_CXX11_ABI # [unix]
     - MAX_JOBS # [unix]
     - OVERRIDE_TORCH_CUDA_ARCH_LIST
-    - USE_CUSPARSELT
 
 test:
  imports: