Enable Tensorflow for ROCm. Add ROCm dependencies. (#32248)

* Build Tensorflow using the fork for rocm. Initial commit

* re-order the versions

* fix style errors

* address review comments

* add conflicts for rocm version

* address review comments

* remove rocm variant as its added by ROCmPackage

var/spack/repos/builtin/packages/py-tensorflow/package.py

@@ -10,7 +10,7 @@
 from spack.package import *
 
 
-class PyTensorflow(Package, CudaPackage):
+class PyTensorflow(Package, CudaPackage, ROCmPackage):
     """An Open Source Machine Learning Framework for Everyone.
 
     TensorFlow is an end-to-end open source platform for machine learning. It has a
@@ -35,6 +35,11 @@ class PyTensorflow(Package, CudaPackage):
     version("2.8.2", sha256="b3f860c02c22a30e9787e2548ca252ab289a76b7778af6e9fa763d4aafd904c7")
     version("2.8.1", sha256="4b487a63d6f0c1ca46a2ac37ba4687eabdc3a260c222616fa414f6df73228cec")
     version("2.8.0", sha256="66b953ae7fba61fd78969a2e24e350b26ec116cf2e6a7eb93d02c63939c6f9f7")
+    version(
+        "2.7.4-rocm-enhanced",
+        sha256="45b79c125edfdc008274f1b150d8b5a53b3ff4713fd1ad1ff4738f515aad8191",
+        url="https://github.com/ROCmSoftwarePlatform/tensorflow-upstream/archive/refs/tags/v2.7.4-rocm-enhanced.tar.gz",
+    )
     version("2.7.3", sha256="b576c2e124cd6d4d04cbfe985430a0d955614e882172b2258217f0ec9b61f39b")
     version("2.7.2", sha256="b3c8577f3b7cc82368ff7f9315821d506abd2f716ea6692977d255b7d8bc54c0")
     version("2.7.1", sha256="abebe2cf5ca379e18071693ca5f45b88ade941b16258a21cc1f12d77d5387a21")
@@ -128,7 +133,6 @@ class PyTensorflow(Package, CudaPackage):
     variant("ngraph", default=False, description="Build with Intel nGraph support")
     variant("opencl", default=False, description="Build with OpenCL SYCL support")
     variant("computecpp", default=False, description="Build with ComputeCPP support")
-    variant("rocm", default=False, description="Build with ROCm support")
     variant("tensorrt", default=False, description="Build with TensorRT support")
     variant("cuda", default=sys.platform != "darwin", description="Build with CUDA support")
     variant(
@@ -279,6 +283,21 @@ class PyTensorflow(Package, CudaPackage):
     #            type=('build', 'run'), when='@2.8:')
     # depends_on('py-tensorflow-io-gcs-filesystem@0.21:',
     #            type=('build', 'run'), when='@2.7')
+    with when("+rocm"):
+        depends_on("hip")
+        depends_on("rocrand")
+        depends_on("rocblas")
+        depends_on("rocfft")
+        depends_on("hipfft")
+        depends_on("rccl")
+        depends_on("hipsparse")
+        depends_on("hipcub")
+        depends_on("rocsolver")
+        depends_on("rocprim")
+        depends_on("miopen-hip")
+        depends_on("llvm-amdgpu")
+        depends_on("hsa-rocr-dev")
+        depends_on("rocminfo")
 
     if sys.byteorder == "little":
         # Only builds correctly on little-endian machines
@@ -357,7 +376,6 @@ class PyTensorflow(Package, CudaPackage):
     conflicts("+opencl", when="@:0.11")
     conflicts("+computecpp", when="@:0.11")
     conflicts("+computecpp", when="~opencl")
-    conflicts("+rocm", when="@:1.11")
     conflicts("+cuda", when="platform=darwin", msg="There is no GPU support for macOS")
     conflicts(
         "cuda_arch=none",
@@ -416,6 +434,8 @@ class PyTensorflow(Package, CudaPackage):
     conflicts("platform=darwin target=aarch64:", when="@:2.4")
     # https://github.com/tensorflow/tensorflow/pull/39225
     conflicts("target=aarch64:", when="@:2.2")
+    conflicts("~rocm", when="@2.7.4-rocm-enhanced")
+    conflicts("+rocm", when="@:2.7.4-a,2.7.4.0:")
 
     # TODO: why is this needed?
     patch("url-zlib.patch", when="@0.10.0")
@@ -720,6 +740,11 @@ def setup_build_environment(self, env):
             env.set("INCLUDEDIR", spec["protobuf"].prefix.include)
 
     def patch(self):
+        filter_file(
+            '"-U_FORTIFY_SOURCE",',
+            '"-U_FORTIFY_SOURCE", "-I%s",' % self.spec["protobuf"].prefix.include,
+            "third_party/gpus/crosstool/BUILD.rocm.tpl",
+        )
         if self.spec.satisfies("@2.3.0:"):
             filter_file(
                 "deps = protodeps + well_known_proto_libs(),",
@@ -976,6 +1001,9 @@ def build(self, spec, prefix):
             if "+cuda" in spec:
                 args.append("--config=cuda")
 
+            if "+rocm" in spec:
+                args.append("--config=rocm")
+
             if "~aws" in spec:
                 args.append("--config=noaws")