adding the cutlass examples

1 files changed, 178 insertions, 0 deletions

diff --git a/cutlass-example/device_memory.h b/cutlass-example/device_memory.h
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+/******************************************************************************
+ * Copyright (c) 2011-2018, NVIDIA CORPORATION.  All rights reserved.
+ *
+ * Redistribution and use in source and binary forms, with or without
+ * modification, are not permitted.
+ *
+ * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
+ * ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
+ * WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
+ * DISCLAIMED. IN NO EVENT SHALL NVIDIA CORPORATION BE LIABLE FOR ANY
+ * DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
+ * (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
+ * LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND
+ * ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+ * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+ * SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *
+ ******************************************************************************/
+
+#pragma once
+
+/**
+ * \file
+ * \brief C++ interface to CUDA device memory management functions.
+ */
+
+#include <memory>
+
+#include <cutlass/util/debug.h>
+#include <cutlass/util/platform.h>
+#include <exceptions.h>
+
+namespace cutlass {
+namespace device_memory {
+
+/******************************************************************************
+ * Allocation lifetime
+ ******************************************************************************/
+
+/// Allocate a buffer of \p count elements of type \p T on the current CUDA device
+template <typename T>
+T* allocate(size_t count = 1) {
+  T* ptr = 0;
+  size_t bytes = sizeof(T) * count;
+
+  cudaError_t cuda_error = CUDA_PERROR(cudaMalloc((void**)&ptr, bytes));
+  if (cuda_error != cudaSuccess) {
+    throw cuda_exception("Failed to allocate memory", cuda_error);
+  }
+
+  return ptr;
+}
+
+/// Free the buffer pointed to by \p ptr
+template <typename T>
+void free(T* ptr) {
+  if (ptr) {
+    cudaError_t cuda_error = CUDA_PERROR(cudaFree(ptr));
+    if (cuda_error != cudaSuccess) {
+      throw cuda_exception("Failed to free device memory", cuda_error);
+    }
+  }
+}
+
+/******************************************************************************
+ * Data movement
+ ******************************************************************************/
+
+template <typename T>
+void copy(T* dst, T const* src, size_t count, cudaMemcpyKind kind) {
+  size_t bytes = count * sizeof(T);
+
+  cudaError_t cuda_error = CUDA_PERROR(cudaMemcpy(dst, src, bytes, kind));
+  if (cuda_error != cudaSuccess) {
+    throw cuda_exception("cudaMemcpy() failed", cuda_error);
+  }
+}
+
+template <typename T>
+void copy_to_device(T* dst, T const* src, size_t count = 1) {
+  copy(dst, src, count, cudaMemcpyHostToDevice);
+}
+
+template <typename T>
+void copy_to_host(T* dst, T const* src, size_t count = 1) {
+  copy(dst, src, count, cudaMemcpyDeviceToHost);
+}
+
+template <typename T>
+void copy_device_to_device(T* dst, T const* src, size_t count = 1) {
+  copy(dst, src, count, cudaMemcpyDeviceToDevice);
+}
+
+/// Copies elements from device memory to host-side range
+template <typename OutputIterator, typename T>
+void insert_to_host(OutputIterator begin, OutputIterator end, T const* device_begin) {
+  size_t elements = end - begin;
+  copy_to_host(&*begin, device_begin, elements);
+}
+
+/// Copies elements to device memory from host-side range
+template <typename T, typename InputIterator>
+void insert_to_device(T* device_begin, InputIterator begin, InputIterator end) {
+  size_t elements = end - begin;
+  copy_to_device(device_begin, &*begin, elements);
+}
+
+/******************************************************************************
+ * "Smart" device memory allocation
+ ******************************************************************************/
+
+/// Device allocation abstraction that tracks size and capacity
+template <typename T>
+struct allocation {
+  /// Delete functor for CUDA device memory
+  struct deleter {
+    void operator()(T* ptr) {
+      cudaError_t cuda_error = CUDA_PERROR(cudaFree(ptr));
+      if (cuda_error != cudaSuccess) {
+        // noexcept
+        //                throw cuda_exception("cudaFree() failed", cuda_error);
+        return;
+      }
+    }
+  };
+
+  /// Number of elements of T allocated on the current CUDA device
+  size_t capacity;
+
+  /// Smart pointer
+  platform::unique_ptr<T, deleter> smart_ptr;
+
+  //
+  //
+  //
+
+  /// Constructor: allocates no memory
+  allocation() : capacity(0) {}
+
+  /// Constructor: allocates \p capacity elements on the current CUDA device
+  allocation(size_t _capacity) : smart_ptr(allocate<T>(_capacity)), capacity(_capacity) {}
+
+  /// Destructor
+  ~allocation() { reset(); }
+
+  /// Returns a pointer to the managed object
+  T* get() const { return smart_ptr.get(); }
+
+  /// Releases the ownership of the managed object (without deleting) and resets capacity to zero
+  T* release() {
+    capacity = 0;
+    return smart_ptr.release();
+  }
+
+  /// Deletes the managed object and resets capacity to zero
+  void reset() {
+    capacity = 0;
+    smart_ptr.reset();
+  }
+
+  /// Deletes managed object, if owned, and replaces its reference with a given pointer and capacity
+  void reset(T* _ptr, size_t _capacity) {
+    smart_ptr.reset(_ptr);
+    capacity = _capacity;
+  }
+
+  /// Returns a pointer to the object owned by *this
+  T* operator->() const { return smart_ptr.get(); }
+
+  /// Returns the deleter object which would be used for destruction of the managed object.
+  deleter& get_deleter() { return smart_ptr.get_deleter(); }
+
+  /// Returns the deleter object which would be used for destruction of the managed object (const)
+  const deleter& get_deleter() const { return smart_ptr.get_deleter(); }
+};
+
+}  // namespace device_memory
+}  // namespace cutlass