diff --git a/caffe2/CMakeLists.txt b/caffe2/CMakeLists.txt
index 07f69d9f7bab9..373110982d0aa 100644
--- a/caffe2/CMakeLists.txt
+++ b/caffe2/CMakeLists.txt
@@ -365,7 +365,7 @@ if(USE_ROCM)
   hip_add_library(caffe2_hip ${Caffe2_HIP_SRCS})
 
   # Since PyTorch files contain HIP headers, these flags are required for the necessary definitions to be added.
-  set_target_properties(caffe2_hip PROPERTIES COMPILE_FLAGS ${HIP_HIPCC_FLAGS})
+  target_compile_options(caffe2_hip PRIVATE ${HIP_HIPCC_FLAGS})
   target_link_libraries(caffe2_hip PUBLIC caffe2)
   target_link_libraries(caffe2_hip PUBLIC ${Caffe2_HIP_DEPENDENCY_LIBS})
 
@@ -550,7 +550,7 @@ if (BUILD_PYTHON)
   if(USE_ROCM)
     hip_add_library(caffe2_pybind11_state_hip MODULE ${Caffe2_HIP_PYTHON_SRCS})
     set_target_properties(caffe2_pybind11_state_hip PROPERTIES LINKER_LANGUAGE HIP)
-    set_target_properties(caffe2_pybind11_state_hip PROPERTIES COMPILE_FLAGS "${HIP_HIPCC_FLAGS} -fvisibility=hidden")
+    target_compile_options(caffe2_pybind11_state_hip PRIVATE ${HIP_HIPCC_FLAGS} -fvisibility=hidden)
     set_target_properties(caffe2_pybind11_state_hip PROPERTIES PREFIX "")
     set_target_properties(caffe2_pybind11_state_hip PROPERTIES SUFFIX ${PY_EXT_SUFFIX})
     if (APPLE)
diff --git a/cmake/Dependencies.cmake b/cmake/Dependencies.cmake
index 98685e961e1bf..d927d62d0be4d 100644
--- a/cmake/Dependencies.cmake
+++ b/cmake/Dependencies.cmake
@@ -523,18 +523,18 @@ if(NOT BUILD_ATEN_MOBILE)
     message(INFO "Compiling with HIP for AMD.")
     caffe2_update_option(USE_ROCM ON)
 
-    set(HIP_HIPCC_FLAGS "${HIP_HIPCC_FLAGS} -fPIC")
-    set(HIP_HIPCC_FLAGS "${HIP_HIPCC_FLAGS} -D__HIP_PLATFORM_HCC__=1")
-    set(HIP_HIPCC_FLAGS "${HIP_HIPCC_FLAGS} -DCUDA_HAS_FP16=1")
-    set(HIP_HIPCC_FLAGS "${HIP_HIPCC_FLAGS} -D__HIP_NO_HALF_OPERATORS__=1")
-    set(HIP_HIPCC_FLAGS "${HIP_HIPCC_FLAGS} -D__HIP_NO_HALF_CONVERSIONS__=1")
-    set(HIP_HIPCC_FLAGS "${HIP_HIPCC_FLAGS} -Wno-macro-redefined")
-    set(HIP_HIPCC_FLAGS "${HIP_HIPCC_FLAGS} -Wno-inconsistent-missing-override")
-    set(HIP_HIPCC_FLAGS "${HIP_HIPCC_FLAGS} -Wno-exceptions")
-    set(HIP_HIPCC_FLAGS "${HIP_HIPCC_FLAGS} -Wno-shift-count-negative")
-    set(HIP_HIPCC_FLAGS "${HIP_HIPCC_FLAGS} -Wno-shift-count-overflow")
-    set(HIP_HIPCC_FLAGS "${HIP_HIPCC_FLAGS} -Wno-unused-command-line-argument")
-    set(HIP_HIPCC_FLAGS "${HIP_HIPCC_FLAGS} -Wno-duplicate-decl-specifier")
+    list(APPEND HIP_HIPCC_FLAGS -fPIC)
+    list(APPEND HIP_HIPCC_FLAGS -D__HIP_PLATFORM_HCC__=1)
+    list(APPEND HIP_HIPCC_FLAGS -DCUDA_HAS_FP16=1)
+    list(APPEND HIP_HIPCC_FLAGS -D__HIP_NO_HALF_OPERATORS__=1)
+    list(APPEND HIP_HIPCC_FLAGS -D__HIP_NO_HALF_CONVERSIONS__=1)
+    list(APPEND HIP_HIPCC_FLAGS -Wno-macro-redefined)
+    list(APPEND HIP_HIPCC_FLAGS -Wno-inconsistent-missing-override)
+    list(APPEND HIP_HIPCC_FLAGS -Wno-exceptions)
+    list(APPEND HIP_HIPCC_FLAGS -Wno-shift-count-negative)
+    list(APPEND HIP_HIPCC_FLAGS -Wno-shift-count-overflow)
+    list(APPEND HIP_HIPCC_FLAGS -Wno-unused-command-line-argument)
+    list(APPEND HIP_HIPCC_FLAGS -Wno-duplicate-decl-specifier)
 
     set(Caffe2_HIP_INCLUDES
       ${hip_INCLUDE_DIRS} ${hcc_INCLUDE_DIRS} ${hsa_INCLUDE_DIRS} ${rocrand_INCLUDE_DIRS} ${hiprand_INCLUDE_DIRS} ${rocblas_INCLUDE_DIRS} ${miopen_INCLUDE_DIRS} ${thrust_INCLUDE_DIRS} $<INSTALL_INTERFACE:include> ${Caffe2_HIP_INCLUDES})
diff --git a/cmake/public/LoadHIP.cmake b/cmake/public/LoadHIP.cmake
index 842cf349cbef5..1468cc9473b0a 100644
--- a/cmake/public/LoadHIP.cmake
+++ b/cmake/public/LoadHIP.cmake
@@ -83,6 +83,13 @@ ELSE()
   SET(ROCRAND_PATH $ENV{ROCRAND_PATH})
 ENDIF()
 
+# MIOPENGEMM
+IF(NOT DEFINED ENV{MIOPENGEMM_PATH})
+  SET(MIOPENGEMM_PATH ${ROCM_PATH}/miopengemm)
+ELSE()
+  SET(MIOPENGEMM_PATH $ENV{MIOPENGEMM_PATH})
+ENDIF()
+
 # MIOPEN_PATH
 IF(NOT DEFINED ENV{MIOPEN_PATH})
   SET(MIOPEN_PATH ${ROCM_PATH}/miopen)
@@ -96,8 +103,23 @@ set(CMAKE_MODULE_PATH ${HIP_PATH}/cmake ${CMAKE_MODULE_PATH})
 # Disable Asserts In Code (Can't use asserts on HIP stack.)
 ADD_DEFINITIONS(-DNDEBUG)
 
+macro(find_package_and_print_version PACKAGE_NAME)
+  find_package("${PACKAGE_NAME}" ${ARGN})
+  message("${PACKAGE_NAME} VERSION: ${${PACKAGE_NAME}_VERSION}")
+endmacro()
+
+message("\n***** Library versions from dpkg *****\n")
+execute_process(COMMAND dpkg -l COMMAND grep rocm-dev COMMAND awk "{print $2 \" VERSION: \" $3}")
+execute_process(COMMAND dpkg -l COMMAND grep rocm-libs COMMAND awk "{print $2 \" VERSION: \" $3}")
+execute_process(COMMAND dpkg -l COMMAND grep hsakmt-roct COMMAND awk "{print $2 \" VERSION: \" $3}")
+execute_process(COMMAND dpkg -l COMMAND grep rocr-dev COMMAND awk "{print $2 \" VERSION: \" $3}")
+execute_process(COMMAND dpkg -l COMMAND grep -w hcc COMMAND awk "{print $2 \" VERSION: \" $3}")
+execute_process(COMMAND dpkg -l COMMAND grep hip_base COMMAND awk "{print $2 \" VERSION: \" $3}")
+execute_process(COMMAND dpkg -l COMMAND grep hip_hcc COMMAND awk "{print $2 \" VERSION: \" $3}")
+
+message("\n***** Library versions from cmake find_package *****\n")
 # Find the HIP Package
-FIND_PACKAGE(HIP 1.0)
+find_package_and_print_version(HIP 1.0)
 
 IF(HIP_FOUND)
   set(PYTORCH_FOUND_HIP TRUE)
@@ -118,19 +140,20 @@ IF(HIP_FOUND)
   set(rocrand_DIR ${ROCRAND_PATH}/lib/cmake/rocrand)
   set(hiprand_DIR ${HIPRAND_PATH}/lib/cmake/hiprand)
   set(rocblas_DIR ${ROCBLAS_PATH}/lib/cmake/rocblas)
+  set(miopengemm_DIR ${MIOPENGEMM_PATH}/lib/cmake/miopengemm)
   set(miopen_DIR ${MIOPEN_PATH}/lib/cmake/miopen)
-  set(rocblas_DIR ${ROCBLAS_PATH}/lib/cmake/rocblas)
   set(rocfft_DIR ${ROCFFT_PATH}/lib/cmake/rocfft)
   set(hipsparse_DIR ${HIPSPARSE_PATH}/lib/cmake/hipsparse)
   set(rocsparse_DIR ${ROCSPARSE_PATH}/lib/cmake/rocsparse)
 
-  find_package(rocrand REQUIRED)
-  find_package(hiprand REQUIRED)
-  find_package(rocblas REQUIRED)
-  find_package(rocfft REQUIRED)
-  find_package(miopen REQUIRED)
-  #find_package(rocsparse REQUIRED)
-  #find_package(hipsparse REQUIRED)
+  find_package_and_print_version(rocrand REQUIRED)
+  find_package_and_print_version(hiprand REQUIRED)
+  find_package_and_print_version(rocblas REQUIRED)
+  find_package_and_print_version(miopen REQUIRED)
+  find_package_and_print_version(miopengemm REQUIRED)
+  find_package_and_print_version(rocfft REQUIRED)
+  #find_package_and_print_version(hipsparse REQUIRED)
+  find_package_and_print_version(rocsparse REQUIRED)
 
   # TODO: hip_hcc has an interface include flag "-hc" which is only
   # recognizable by hcc, but not gcc and clang. Right now in our
diff --git a/docker/caffe2/jenkins/common/install_rocm.sh b/docker/caffe2/jenkins/common/install_rocm.sh
index 82692d0acdb9b..25d2f1da44663 100644
--- a/docker/caffe2/jenkins/common/install_rocm.sh
+++ b/docker/caffe2/jenkins/common/install_rocm.sh
@@ -7,7 +7,7 @@ install_ubuntu() {
     apt-get install -y wget
     apt-get install -y libopenblas-dev
 
-    DEB_ROCM_REPO=http://repo.radeon.com/rocm/apt/debian
+    DEB_ROCM_REPO=http://repo.radeon.com/rocm/misc/facebook/apt/.apt_1.9.white_rabbit/debian
     # Add rocm repository
     wget -qO - $DEB_ROCM_REPO/rocm.gpg.key | apt-key add -
     echo "deb [arch=amd64] $DEB_ROCM_REPO xenial main" > /etc/apt/sources.list.d/rocm.list
@@ -22,15 +22,12 @@ install_ubuntu() {
                    miopengemm \
                    rocblas \
                    rocm-profiler \
-                   cxlactivitylogger
+                   cxlactivitylogger \
+                   rocsparse \
+                   hipsparse \
+                   rocrand \
+                   hip-thrust
 
-    # hotfix a bug in hip's cmake files, this has been fixed in
-    # https://github.com/ROCm-Developer-Tools/HIP/pull/516 but for
-    # some reason it has not included in the latest rocm release
-    if [[ -f /opt/rocm/hip/cmake/FindHIP.cmake ]]; then
-        sudo sed -i 's/\ -I${dir}/\ $<$<BOOL:${dir}>:-I${dir}>/' /opt/rocm/hip/cmake/FindHIP.cmake
-    fi
-    
     # HIP has a bug that drops DEBUG symbols in generated MakeFiles.
     # https://github.com/ROCm-Developer-Tools/HIP/pull/588
     if [[ -f /opt/rocm/hip/cmake/FindHIP.cmake ]]; then
@@ -45,47 +42,13 @@ install_centos() {
  
 install_hip_thrust() {
     # Needed for now, will be replaced soon
+    # We are now (redundantly) installing the Thrust package into another location (/opt/rocm/include/thrust) which we will
+    # switch over to
     git clone --recursive https://github.com/ROCmSoftwarePlatform/Thrust.git /data/Thrust
     rm -rf /data/Thrust/thrust/system/cuda/detail/cub-hip
     git clone --recursive https://github.com/ROCmSoftwarePlatform/cub-hip.git /data/Thrust/thrust/system/cuda/detail/cub-hip
 }
 
-# Install an updated version of rocRand that's PyTorch compatible.
-install_rocrand() {
-    mkdir -p /opt/rocm/debians
-    curl https://s3.amazonaws.com/ossci-linux/rocrand-1.8.0-Linux.deb -o /opt/rocm/debians/rocrand.deb 
-    dpkg -i /opt/rocm/debians/rocrand.deb
-}
-
-# Install rocSPARSE/hipSPARSE that will be released soon - can co-exist w/ hcSPARSE which will be removed soon
-install_hipsparse() {
-    mkdir -p /opt/rocm/debians
-    curl https://s3.amazonaws.com/ossci-linux/rocsparse-0.1.2.114-Linux.deb -o /opt/rocm/debians/rocsparse.deb
-    curl https://s3.amazonaws.com/ossci-linux/hipsparse-0.1.2.55-Linux.deb -o /opt/rocm/debians/hipsparse.deb
-    dpkg -i /opt/rocm/debians/rocsparse.deb
-    dpkg -i /opt/rocm/debians/hipsparse.deb
-}
-
-# Install custom hcc containing two compiler fixes relevant to PyTorch
-install_customhcc() {
-    HIP_VERSION="1.5.18354"
-    mkdir -p /opt/rocm/debians
-    curl https://s3.amazonaws.com/ossci-linux/hcc-1.2.18272-Linux.deb -o /opt/rocm/debians/hcc-Linux.deb
-    curl "https://s3.amazonaws.com/ossci-linux/hip_base-$HIP_VERSION.deb" -o /opt/rocm/debians/hip_base.deb
-    curl "https://s3.amazonaws.com/ossci-linux/hip_doc-$HIP_VERSION.deb" -o /opt/rocm/debians/hip_doc.deb
-    curl "https://s3.amazonaws.com/ossci-linux/hip_samples-$HIP_VERSION.deb" -o /opt/rocm/debians/hip_samples.deb
-    curl "https://s3.amazonaws.com/ossci-linux/hip_hcc-$HIP_VERSION.deb" -o /opt/rocm/debians/hip_hcc.deb
-    dpkg -i /opt/rocm/debians/hcc-Linux.deb
-    dpkg -i /opt/rocm/debians/hip_base.deb
-    dpkg -i /opt/rocm/debians/hip_doc.deb
-    dpkg -i /opt/rocm/debians/hip_samples.deb
-    dpkg -i /opt/rocm/debians/hip_hcc.deb
-
-    if [[ -f /opt/rocm/hip/cmake/FindHIP.cmake ]]; then
-        sudo sed -i 's/\ -I${dir}/\ $<$<BOOL:${dir}>:-I${dir}>/' /opt/rocm/hip/cmake/FindHIP.cmake
-    fi
-}
-
 # Install Python packages depending on the base OS
 if [ -f /etc/lsb-release ]; then
   install_ubuntu
@@ -97,6 +60,3 @@ else
 fi
 
 install_hip_thrust
-install_rocrand
-install_hipsparse
-install_customhcc
diff --git a/test/test_dataloader.py b/test/test_dataloader.py
index fa8db87cdc74a..02f83e80a4af1 100644
--- a/test/test_dataloader.py
+++ b/test/test_dataloader.py
@@ -417,6 +417,7 @@ def test_growing_dataset(self):
         self.assertEqual(len(dataloader_shuffle), 5)
 
     @unittest.skipIf(not TEST_CUDA, "CUDA unavailable")
+    @skipIfRocm
     def test_sequential_pin_memory(self):
         loader = DataLoader(self.dataset, batch_size=2, pin_memory=True)
         for input, target in loader:
@@ -575,6 +576,7 @@ def test_batch_sampler(self):
         self._test_batch_sampler(num_workers=4)
 
     @unittest.skipIf(not TEST_CUDA, "CUDA unavailable")
+    @skipIfRocm
     def test_shuffle_pin_memory(self):
         loader = DataLoader(self.dataset, batch_size=2, shuffle=True, num_workers=4, pin_memory=True)
         for input, target in loader:
@@ -809,6 +811,7 @@ def setUp(self):
         self.dataset = StringDataset()
 
     @unittest.skipIf(not TEST_CUDA, "CUDA unavailable")
+    @skipIfRocm
     def test_shuffle_pin_memory(self):
         loader = DataLoader(self.dataset, batch_size=2, shuffle=True, num_workers=4, pin_memory=True)
         for batch_ndx, (s, n) in enumerate(loader):
@@ -852,6 +855,7 @@ def test_sequential_batch(self):
             self.assertEqual(n[1], idx + 1)
 
     @unittest.skipIf(not TEST_CUDA, "CUDA unavailable")
+    @skipIfRocm
     def test_pin_memory(self):
         loader = DataLoader(self.dataset, batch_size=2, pin_memory=True)
         for batch_ndx, sample in enumerate(loader):
diff --git a/test/test_torch.py b/test/test_torch.py
index 8479929e30f20..725d8804e668d 100644
--- a/test/test_torch.py
+++ b/test/test_torch.py
@@ -8201,6 +8201,7 @@ def test_empty_like(self):
             self.assertEqual(torch.empty_like(a).type(), a.type())
 
     @unittest.skipIf(not torch.cuda.is_available(), 'no CUDA')
+    @skipIfRocm
     def test_pin_memory(self):
         x = torch.randn(3, 5)
         self.assertFalse(x.is_pinned())