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/* **************************************************************************
* Copyright (C) 2020-2023 Advanced Micro Devices, Inc. All rights reserved.
*
* Redistribution and use in source and binary forms, with or without
* modification, are permitted provided that the following conditions
* are met:
*
* 1. Redistributions of source code must retain the above copyright
* notice, this list of conditions and the following disclaimer.
*
* 2. Redistributions in binary form must reproduce the above copyright
* notice, this list of conditions and the following disclaimer in the
* documentation and/or other materials provided with the distribution.
*
* THIS SOFTWARE IS PROVIDED BY THE AUTHOR 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 THE AUTHOR OR CONTRIBUTORS 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.
* *************************************************************************/
#include <stdlib.h>
#include <gtest/gtest.h>
#include <rocblas/rocblas.h>
#include <rocsolver/rocsolver.h>
#include "common/misc/client_environment_helpers.hpp"
class checkin_misc_MEMORY_MODEL : public ::testing::Test
{
protected:
void SetUp() override
{
if(char* envvar = getenv("ROCBLAS_DEVICE_MEMORY_SIZE"))
GTEST_SKIP() << "Cannot execute in dirty environment; ROCBLAS_DEVICE_MEMORY_SIZE="
<< envvar;
ASSERT_EQ(hipMalloc(&dA, sizeof(double) * stA * bc), hipSuccess);
ASSERT_EQ(hipMalloc(&dP, sizeof(rocblas_int) * stP * bc), hipSuccess);
ASSERT_EQ(hipMalloc(&dinfo, sizeof(rocblas_int) * bc), hipSuccess);
}
void TearDown() override
{
if(getenv("ROCBLAS_DEVICE_MEMORY_SIZE"))
unset_environment_variable("ROCBLAS_DEVICE_MEMORY_SIZE");
ASSERT_EQ(hipFree(dA), hipSuccess);
ASSERT_EQ(hipFree(dP), hipSuccess);
ASSERT_EQ(hipFree(dinfo), hipSuccess);
}
double* dA;
rocblas_int *dP, *dinfo;
const rocblas_int m = 1500;
const rocblas_int n = 1500;
const rocblas_int m_small = 65;
const rocblas_int n_small = 65;
const rocblas_int lda = m;
const rocblas_stride stA = lda * n;
const rocblas_stride stP = n;
const rocblas_int bc = 8;
const rocblas_int bc_small = 5;
};
/*************************************/
/***** rocblas_managed (default) *****/
/*************************************/
TEST_F(checkin_misc_MEMORY_MODEL, DISABLED_rocblas_managed)
{
size_t size, size1;
rocblas_status status;
rocblas_handle handle;
// 1. create handle
ASSERT_EQ(rocblas_create_handle(&handle), rocblas_status_success);
// 2. by default, memory is rocblas managed
EXPECT_TRUE(rocblas_is_managing_device_memory(handle));
// 3. by default, 32MB should be reserved
rocblas_get_device_memory_size(handle, &size);
EXPECT_EQ(size, 32 * 1024 * 1024);
// 4. start query
rocblas_start_device_memory_size_query(handle);
EXPECT_TRUE(rocblas_is_device_memory_size_query(handle));
// 5. getrf baseline will require ~54MB
status = rocsolver_dgetrf_strided_batched(handle, m, n, dA, lda, stA, dP, stP, dinfo, bc);
EXPECT_EQ(status, rocblas_status_size_increased);
// 6. stop query
rocblas_stop_device_memory_size_query(handle, &size1);
EXPECT_GT(size1, 32 * 1024 * 1024);
// 7. device memory size should not change yet; it should be 32MB
rocblas_get_device_memory_size(handle, &size);
EXPECT_EQ(size, 32 * 1024 * 1024);
// 8. When executing getrf, rocblas should increase memory automatically
// allowing execution to success
status = rocsolver_dgetrf_strided_batched(handle, m, n, dA, lda, stA, dP, stP, dinfo, bc);
EXPECT_EQ(status, rocblas_status_success);
// 9. device memory size should have changed after execution of getrf to 54MB
rocblas_get_device_memory_size(handle, &size);
EXPECT_EQ(size, size1);
// 10. start query
rocblas_start_device_memory_size_query(handle);
EXPECT_TRUE(rocblas_is_device_memory_size_query(handle));
// 11. getrf small will require ~.5MB
status = rocsolver_dgetrf_strided_batched(handle, m_small, n_small, dA, lda, stA, dP, stP,
dinfo, bc_small);
EXPECT_EQ(status, rocblas_status_size_increased);
// 12. stop query
rocblas_stop_device_memory_size_query(handle, &size);
EXPECT_LT(size, size1);
// 13. device memory size should not change; it should be 54MB
rocblas_get_device_memory_size(handle, &size);
EXPECT_EQ(size, size1);
// 14. When executing getrf, device memory is enough for execution to success
status = rocsolver_dgetrf_strided_batched(handle, m_small, n_small, dA, lda, stA, dP, stP,
dinfo, bc_small);
EXPECT_EQ(status, rocblas_status_success);
// 15. device memory size should be the same 54MB
rocblas_get_device_memory_size(handle, &size);
EXPECT_EQ(size, size1);
// 16. destroy handle
EXPECT_EQ(rocblas_destroy_handle(handle), rocblas_status_success);
}
TEST_F(checkin_misc_MEMORY_MODEL, user_managed)
{
size_t size;
rocblas_status status;
rocblas_handle handle;
/*************************************/
/******** user fixed size ***********/
/*************************************/
// set environment variable to 2MB
ASSERT_TRUE(set_environment_variable("ROCBLAS_DEVICE_MEMORY_SIZE", "2000000"));
// 1. create handle
ASSERT_EQ(rocblas_create_handle(&handle), rocblas_status_success);
// 2. memory size is now fixed by user via the environment variable
EXPECT_FALSE(rocblas_is_managing_device_memory(handle));
// 3. 2MB should be reserved
rocblas_get_device_memory_size(handle, &size);
EXPECT_EQ(size, 2000000);
// 4. start query
rocblas_start_device_memory_size_query(handle);
EXPECT_TRUE(rocblas_is_device_memory_size_query(handle));
// 5. getrf small will require .5MB
status = rocsolver_dgetrf_strided_batched(handle, m_small, n_small, dA, lda, stA, dP, stP,
dinfo, bc_small);
EXPECT_EQ(status, rocblas_status_size_increased);
// 6. stop query; required size at the end of query (.5MB)
rocblas_stop_device_memory_size_query(handle, &size);
EXPECT_LT(size, 2000000);
// 7. device memory size should not change; it should be 2MB
rocblas_get_device_memory_size(handle, &size);
EXPECT_EQ(size, 2000000);
// 8. When executing getrf. Enough memory allowing execution to success
status = rocsolver_dgetrf_strided_batched(handle, m_small, n_small, dA, lda, stA, dP, stP,
dinfo, bc_small);
EXPECT_EQ(status, rocblas_status_success);
// 9. device memory size should stay the same (2MB)
rocblas_get_device_memory_size(handle, &size);
EXPECT_EQ(size, 2000000);
// 10. start query
rocblas_start_device_memory_size_query(handle);
EXPECT_TRUE(rocblas_is_device_memory_size_query(handle));
// 11. getrf baseline will require 54MB
status = rocsolver_dgetrf_strided_batched(handle, m, n, dA, lda, stA, dP, stP, dinfo, bc);
EXPECT_EQ(status, rocblas_status_size_increased);
// 12. stop query; required size at the end of query (54MB)
rocblas_stop_device_memory_size_query(handle, &size);
EXPECT_GT(size, 2000000);
// 13. device memory size should not change; it should still be 2MB
rocblas_get_device_memory_size(handle, &size);
EXPECT_EQ(size, 2000000);
// 14. When executing getrf, device memory is not enough for execution to success
status = rocsolver_dgetrf_strided_batched(handle, m, n, dA, lda, stA, dP, stP, dinfo, bc);
EXPECT_EQ(status, rocblas_status_memory_error);
// 15. device memory size should be the same 2MB
rocblas_get_device_memory_size(handle, &size);
EXPECT_EQ(size, 2000000);
// 16. set mem size to 0 get rocblas the control back
rocblas_set_device_memory_size(handle, 0);
EXPECT_TRUE(rocblas_is_managing_device_memory(handle));
/*************************************/
/******** user managed size **********/
/*************************************/
// 1. set mem size to 2MB
rocblas_set_device_memory_size(handle, 2000000);
rocblas_get_device_memory_size(handle, &size);
EXPECT_EQ(size, 2000000);
// 2. memory size should now be fixed by the user
EXPECT_FALSE(rocblas_is_managing_device_memory(handle));
// 3. start query
rocblas_start_device_memory_size_query(handle);
EXPECT_TRUE(rocblas_is_device_memory_size_query(handle));
// 4. getrf baseline will require 54MB
status = rocsolver_dgetrf_strided_batched(handle, m, n, dA, lda, stA, dP, stP, dinfo, bc);
EXPECT_EQ(status, rocblas_status_size_increased);
// 5. call getrf small, which will require less than 54MB and so size will remain unchanged
status = rocsolver_dgetrf_strided_batched(handle, m_small, n_small, dA, lda, stA, dP, stP,
dinfo, bc_small);
EXPECT_EQ(status, rocblas_status_size_unchanged);
// 6. stop query
rocblas_stop_device_memory_size_query(handle, &size);
EXPECT_GT(size, 2000000);
// 7. device memory size should not change; it should be 2MB
rocblas_get_device_memory_size(handle, &size);
EXPECT_EQ(size, 2000000);
// 8. When executing getrf baseline, device memory is not enough for success
status = rocsolver_dgetrf_strided_batched(handle, m, n, dA, lda, stA, dP, stP, dinfo, bc);
EXPECT_EQ(status, rocblas_status_memory_error);
// 9. device memory size should be the same 2MB
rocblas_get_device_memory_size(handle, &size);
EXPECT_EQ(size, 2000000);
// 10. set mem size to 100MB
rocblas_set_device_memory_size(handle, 100000000);
rocblas_get_device_memory_size(handle, &size);
EXPECT_EQ(size, 100000000);
// 11. When executing getrf, device memory should now be enough for execution to success
status = rocsolver_dgetrf_strided_batched(handle, m, n, dA, lda, stA, dP, stP, dinfo, bc);
EXPECT_EQ(status, rocblas_status_success);
// 12. destroy handle
EXPECT_EQ(rocblas_destroy_handle(handle), rocblas_status_success);
}
/*************************************/
/******** user owned workspace *******/
/*************************************/
TEST_F(checkin_misc_MEMORY_MODEL, DISABLED_user_owned)
{
size_t size;
rocblas_status status;
rocblas_handle handle;
// 1. create handle
ASSERT_EQ(rocblas_create_handle(&handle), rocblas_status_success);
// 2. by default, memory is rocblas managed
EXPECT_TRUE(rocblas_is_managing_device_memory(handle));
// 3. by default, 32MB should be reserved
rocblas_get_device_memory_size(handle, &size);
EXPECT_EQ(size, 32 * 1024 * 1024);
// 4. pass user owned workspace (2MB)
void* W;
size_t sw = 2000000;
ASSERT_EQ(hipMalloc(&W, sw), hipSuccess);
ASSERT_EQ(rocblas_set_workspace(handle, W, sw), rocblas_status_success);
// 5. memory should now be user managed
EXPECT_FALSE(rocblas_is_managing_device_memory(handle));
// 6. 2MB should be reserved
rocblas_get_device_memory_size(handle, &size);
EXPECT_EQ(size, 2000000);
// 7. start query
rocblas_start_device_memory_size_query(handle);
EXPECT_TRUE(rocblas_is_device_memory_size_query(handle));
// 8. getrf baseline will require 54MB
status = rocsolver_dgetrf_strided_batched(handle, m, n, dA, lda, stA, dP, stP, dinfo, bc);
EXPECT_EQ(status, rocblas_status_size_increased);
// 9. getrf small will require less than 54MB, so size should be unchanged
status = rocsolver_dgetrf_strided_batched(handle, m_small, n_small, dA, lda, stA, dP, stP,
dinfo, bc_small);
EXPECT_EQ(status, rocblas_status_size_unchanged);
// 10. stop query; required size at the end of query is 54MB
rocblas_stop_device_memory_size_query(handle, &size);
EXPECT_GT(size, 2000000);
// 11. device memory size should not change; it should be 2MB
rocblas_get_device_memory_size(handle, &size);
EXPECT_EQ(size, 2000000);
// 12. When executing getrf, device memory is not enough for success
status = rocsolver_dgetrf_strided_batched(handle, m, n, dA, lda, stA, dP, stP, dinfo, bc);
EXPECT_EQ(status, rocblas_status_memory_error);
// 13. device memory size should be the same 2MB
rocblas_get_device_memory_size(handle, &size);
EXPECT_EQ(size, 2000000);
// 14. pass larger user owned workspace
ASSERT_EQ(hipFree(W), hipSuccess);
sw = 100000000;
ASSERT_EQ(hipMalloc(&W, sw), hipSuccess);
ASSERT_EQ(rocblas_set_workspace(handle, W, sw), rocblas_status_success);
// 15. 100MB should be reserved
rocblas_get_device_memory_size(handle, &size);
EXPECT_EQ(size, 100000000);
// 16. When executing getrf, device memory is now enough for success
status = rocsolver_dgetrf_strided_batched(handle, m, n, dA, lda, stA, dP, stP, dinfo, bc);
EXPECT_EQ(status, rocblas_status_success);
// 17. device memory size should be the same 100MB
rocblas_get_device_memory_size(handle, &size);
EXPECT_EQ(size, 100000000);
// 18. destroy handle
ASSERT_EQ(hipFree(W), hipSuccess);
EXPECT_EQ(rocblas_destroy_handle(handle), rocblas_status_success);
}
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