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/* ************************************************************************
* Copyright (C) 2018-2024 Advanced Micro Devices, Inc. All rights reserved.
*
* Permission is hereby granted, free of charge, to any person obtaining a copy
* of this software and associated documentation files (the "Software"), to deal
* in the Software without restriction, including without limitation the rights
* to use, copy, modify, merge, publish, distribute, sublicense, and/or sell cop-
* ies of the Software, and to permit persons to whom the Software is furnished
* to do so, subject to the following conditions:
*
* The above copyright notice and this permission notice shall be included in all
* copies or substantial portions of the Software.
*
* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IM-
* PLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS
* FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR
* COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER
* IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNE-
* CTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
*
* ************************************************************************ */
#pragma once
#include "d_vector.hpp"
//
// Local declaration of the host batch matrix.
//
template <typename T>
class host_batch_matrix;
//!
//! @brief pseudo-matrix subclass which uses a batch of device memory pointers and
//! - an array of pointers in host memory
//! - an array of pointers in device memory
//!
template <typename T>
class device_batch_matrix : public d_vector<T>
{
public:
//!
//! @brief Disallow copying.
//!
device_batch_matrix(const device_batch_matrix&) = delete;
//!
//! @brief Disallow assigning.
//!
device_batch_matrix& operator=(const device_batch_matrix&) = delete;
//!
//! @brief Constructor.
//! @param m The number of rows of the Matrix.
//! @param n The number of cols of the Matrix.
//! @param lda The leading dimension of the Matrix.
//! @param batch_count The batch count.
//! @param HMM HipManagedMemory Flag.
//! @param offset The offset to the memory of each Matrix as held by device_data.
//!
explicit device_batch_matrix(
size_t m, size_t n, size_t lda, int64_t batch_count, bool HMM = false, size_t offset = 0)
: d_vector<T>(n * lda * batch_count, HMM) // d_vector is single block for all batches
, m_m(m)
, m_n(n)
, m_lda(lda)
, m_nmemb(n * lda)
, m_batch_count(batch_count)
, m_offset(HMM ? 0 : offset)
{
if(false == this->try_initialize_memory())
{
this->free_memory();
}
}
//!
//! @brief Destructor.
//!
~device_batch_matrix()
{
this->free_memory();
}
//!
//! @brief Returns the rows of the Matrix.
//!
size_t m() const
{
return m_m;
}
//!
//! @brief Returns the cols of the Matrix.
//!
size_t n() const
{
return m_n;
}
//!
//! @brief Returns the leading dimension of the Matrix.
//!
size_t lda() const
{
return m_lda;
}
//!
//! @brief Returns the value of batch_count.
//!
int64_t batch_count() const
{
return m_batch_count;
}
//!
//! @brief Returns the value of offset.
//!
int64_t offset() const
{
return m_offset;
}
//!
//! @brief Access to device data.
//! @return Pointer to the device data.
//!
T** ptr_on_device()
{
return m_device_data;
}
//!
//! @brief Const access to device data.
//! @return Const pointer to the device data.
//!
const T* const* ptr_on_device() const
{
return m_device_data;
}
//!
//! @brief access to device data.
//! @return Const pointer to the device data.
//!
T* const* const_batch_ptr()
{
return m_device_data;
}
//!
//! @brief Random access.
//! @param batch_index The batch index.
//! @return Pointer to the array on device.
//!
T* operator[](int64_t batch_index)
{
return m_data[batch_index];
}
//!
//! @brief Constant random access.
//! @param batch_index The batch index.
//! @return Constant pointer to the array on device.
//!
const T* operator[](int64_t batch_index) const
{
return m_data[batch_index];
}
//!
//! @brief Const cast of the data on host.
//!
operator const T* const *() const
{
return m_data;
}
//!
//! @brief Cast of the data on host.
//!
// clang-format off
operator T**()
// clang-format on
{
return m_data;
}
//!
//! @brief Tell whether resource allocation failed.
//!
explicit operator bool() const
{
return nullptr != m_data;
}
//!
//! @brief Copy from a host batched matrix.
//! @param that The host_batch_matrix to copy.
//!
hipError_t transfer_from(const host_batch_matrix<T>& that)
{
hipError_t hip_err;
//
// Copy each matrix.
//
if(this->m_nmemb != that.nmemb())
{
rocblas_cout << "ERROR: m_nmemb mismatch in broadcast_one_batch_matrix_from"
<< std::endl;
return hipErrorInvalidValue;
}
hipMemcpyKind kind = this->use_HMM ? hipMemcpyHostToHost : hipMemcpyHostToDevice;
if(m_batch_count > 0)
{
if(hipSuccess
!= (hip_err
= hipMemcpy((*this)[0], that[0], sizeof(T) * m_nmemb * m_batch_count, kind)))
{
return hip_err;
}
}
return hipSuccess;
}
//!
//! @brief Broadcast from a host batched matrix.
//! @param that The host_batch_matrix to copy.
//!
hipError_t broadcast_one_batch_matrix_from(const host_batch_matrix<T>& that)
{
hipError_t hip_err;
//
// Copy each matrix.
//
if(this->m_nmemb != that.nmemb())
{
rocblas_cout << "ERROR: m_nmemb mismatch in broadcast_one_batch_matrix_from"
<< std::endl;
return hipErrorInvalidValue;
}
if(that.batch_count() == 0 || this->m_batch_count % that.batch_count() != 0)
{
rocblas_cout << "ERROR: batch_count mismatch in broadcast_one_batch_matrix_from"
<< std::endl;
return hipErrorInvalidValue;
}
int64_t flush_batch_count = this->m_batch_count / that.batch_count();
hipMemcpyKind kind = this->use_HMM ? hipMemcpyHostToHost : hipMemcpyHostToDevice;
for(int flush_batch_index = 0; flush_batch_index < flush_batch_count; flush_batch_index++)
{
if(m_batch_count > 0)
{
if(hipSuccess
!= (hip_err = hipMemcpy((*this)[flush_batch_index],
that[0],
sizeof(T) * that.nmemb() * that.batch_count(),
kind)))
{
return hip_err;
}
}
}
return hipSuccess;
}
//!
//! @brief Check if memory exists.
//! @return hipSuccess if memory exists, hipErrorOutOfMemory otherwise.
//!
hipError_t memcheck() const
{
if(*this)
return hipSuccess;
else
return hipErrorOutOfMemory;
}
private:
size_t m_m{};
size_t m_n{};
size_t m_lda{};
size_t m_nmemb{};
int64_t m_batch_count{};
size_t m_offset{};
T** m_data{};
T** m_device_data{};
//!
//! @brief Try to allocate the resources.
//! @return true if success false otherwise.
//!
bool try_initialize_memory()
{
bool success = false;
success
= (hipSuccess
== (!this->use_HMM ? (hipMalloc)(&m_device_data, m_batch_count * sizeof(T*))
: hipMallocManaged(&m_device_data, m_batch_count * sizeof(T*))));
if(success)
{
success = (nullptr
!= (m_data = !this->use_HMM ? (T**)calloc(m_batch_count, sizeof(T*))
: m_device_data));
if(success)
{
for(int64_t batch_index = 0; batch_index < m_batch_count; ++batch_index)
{
if(batch_index == 0)
{
success = (nullptr != (m_data[batch_index] = this->device_vector_setup()));
if(!success)
{
break;
}
}
else
{
m_data[batch_index] = m_data[0] + batch_index * m_nmemb;
}
}
if(success && !this->use_HMM)
{
if(m_offset)
{
for(int64_t batch_index = 0; batch_index < m_batch_count; ++batch_index)
m_data[batch_index] += m_offset;
}
success = (hipSuccess
== hipMemcpy(m_device_data,
m_data,
sizeof(T*) * m_batch_count,
hipMemcpyHostToDevice));
if(m_offset)
{
// don't want to deal with offset with m_data, just m_device_data.
for(int64_t batch_index = 0; batch_index < m_batch_count; ++batch_index)
m_data[batch_index] -= m_offset;
}
}
}
}
return success;
}
//!
//! @brief Free the resources, as much as we can.
//!
void free_memory()
{
if(nullptr != m_data)
{
for(int64_t batch_index = 0; batch_index < m_batch_count; ++batch_index)
{
if(batch_index == 0 && nullptr != m_data[batch_index])
{
this->device_vector_teardown(m_data[batch_index]);
m_data[batch_index] = nullptr;
}
else
{
m_data[batch_index] = nullptr;
}
}
if(!this->use_HMM)
{
free(m_data);
}
// else this is just a copy of m_device_data
m_data = nullptr;
}
if(nullptr != m_device_data)
{
auto tmp_device_data = m_device_data;
m_device_data = nullptr;
CHECK_HIP_ERROR((hipFree)(tmp_device_data));
}
}
};
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