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/******************************************************************************
* Copyright (c) Intel Corporation - All rights reserved. *
* This file is part of the LIBXSMM library. *
* *
* For information on the license, see the LICENSE file. *
* Further information: https://github.com/hfp/libxsmm/ *
* SPDX-License-Identifier: BSD-3-Clause *
******************************************************************************/
/* Hans Pabst (Intel Corp.)
******************************************************************************/
#ifndef LIBXSMM_MALLOC_H
#define LIBXSMM_MALLOC_H
#include "libxsmm_memory.h"
/* include tensorflow/core/public/version.h prior to LIBXSMM otherwise the current TensorFlow API is assumed */
#if !defined(LIBXSMM_TF12) && (!defined(TF_VERSION_STRING) || \
LIBXSMM_VERSION2(1, 12) <= LIBXSMM_VERSION2(TF_MAJOR_VERSION, TF_MINOR_VERSION))
# define LIBXSMM_TF12 /* TF_PATCH_VERSION does not matter */
#endif
/** Can be used with libxsmm_[get|set]_scratch_limit. */
#define LIBXSMM_SCRATCH_UNLIMITED ((size_t)LIBXSMM_UNLIMITED)
#define LIBXSMM_SCRATCH_DEFAULT 0
/** Function types accepted for memory allocation (see libxsmm_*_allocator). */
LIBXSMM_EXTERN_C typedef LIBXSMM_RETARGETABLE void* (*libxsmm_malloc_ctx)(size_t /*size*/, const void* /*context*/);
LIBXSMM_EXTERN_C typedef LIBXSMM_RETARGETABLE void* (*libxsmm_malloc_fun)(size_t /*size*/);
LIBXSMM_EXTERN_C typedef union LIBXSMM_RETARGETABLE libxsmm_malloc_function {
libxsmm_malloc_ctx ctx_form;
libxsmm_malloc_fun function;
} libxsmm_malloc_function;
/** Function types accepted for releasing memory (see libxsmm_*_allocator). */
LIBXSMM_EXTERN_C typedef LIBXSMM_RETARGETABLE void (*libxsmm_free_ctx)(void* /*buffer*/, const void* /*context*/);
LIBXSMM_EXTERN_C typedef LIBXSMM_RETARGETABLE void (*libxsmm_free_fun)(void* /*buffer*/);
LIBXSMM_EXTERN_C typedef union LIBXSMM_RETARGETABLE libxsmm_free_function {
libxsmm_free_ctx ctx_form;
libxsmm_free_fun function;
} libxsmm_free_function;
/**
* To setup the custom default memory allocator, either a malloc_fn and a free_fn
* are given, or two NULL-pointers designate to reset the default allocator to a
* library-internal default. If a context is given (non-NULL), the context-based
* form of the memory allocation is used.
* Changing the allocator including the function for deallocation applies to
* upcoming allocation/deallocation and works correctly for pending buffers.
*/
LIBXSMM_API int libxsmm_set_default_allocator(/* malloc_fn/free_fn must correspond */
const void* context, libxsmm_malloc_function malloc_fn, libxsmm_free_function free_fn);
/** Retrieve the default memory allocator. */
LIBXSMM_API int libxsmm_get_default_allocator(const void** context,
libxsmm_malloc_function* malloc_fn, libxsmm_free_function* free_fn);
/**
* To setup the scratch memory allocator, a malloc_fn function and an optional free_fn
* are given. A NULL-free acts as a "no-operation", and the deallocation is expected
* to be controlled otherwise. If two NULL-pointers are given, the allocator is reset
* to the currently active default memory allocator. If a context is given (non-NULL),
* the context-based form of the memory allocation is used.
* Changing the allocator including the function for deallocation applies to
* upcoming allocation/deallocation and works correctly for pending buffers.
*/
LIBXSMM_API int libxsmm_set_scratch_allocator(/* malloc_fn/free_fn must correspond */
const void* context, libxsmm_malloc_function malloc_fn, libxsmm_free_function free_fn);
/** Retrieve the scratch memory allocator. */
LIBXSMM_API int libxsmm_get_scratch_allocator(const void** context,
libxsmm_malloc_function* malloc_fn, libxsmm_free_function* free_fn);
/** Allocate memory (malloc/free interface). */
LIBXSMM_API LIBXSMM_ATTRIBUTE_MALLOC void* libxsmm_malloc(size_t size);
/** Allocate aligned memory using the default allocator. */
LIBXSMM_API LIBXSMM_ATTRIBUTE_MALLOC void* libxsmm_aligned_malloc(size_t size,
/**
* =0: align automatically according to the size
* 0<: align according to the alignment value
*/
size_t alignment);
/** Reallocate memory using the default allocator (alignment is preserved). */
LIBXSMM_API void* libxsmm_realloc(size_t size, void* ptr);
/**
* Allocate aligned scratch memory. It is not supported
* to query properties per libxsmm_get_malloc_info, but
* libxsmm_get_scratch_info can used instead.
*/
LIBXSMM_API void* libxsmm_scratch_malloc(size_t size,
/**
* =0: align automatically according to the size
* 0<: align according to the alignment value
*/
size_t alignment,
/**
* Identifies the call site, which is used
* to determine the memory pool.
*/
const void* caller);
/**
* Binary form of libxsmm_scratch_malloc, which
* expands the call-context automatically. This
* macro is intentionally lower case.
*/
#define libxsmm_aligned_scratch(size, alignment) \
libxsmm_scratch_malloc(size, alignment, \
LIBXSMM_CALLER_ID)
/** Deallocate memory (malloc/free interface). */
LIBXSMM_API void libxsmm_free(const void* memory);
/**
* Release the entire scratch memory regardless
* of whether it is still referenced or not.
*/
LIBXSMM_API void libxsmm_release_scratch(void);
/** Information about a buffer (default memory domain). */
LIBXSMM_EXTERN_C typedef struct LIBXSMM_RETARGETABLE libxsmm_malloc_info {
/** Size of the buffer. */
size_t size;
} libxsmm_malloc_info;
/** Retrieve information about a buffer (default memory domain). */
LIBXSMM_API int libxsmm_get_malloc_info(const void* memory, libxsmm_malloc_info* info);
/** Information about the scratch memory domain. */
LIBXSMM_EXTERN_C typedef struct LIBXSMM_RETARGETABLE libxsmm_scratch_info {
/** Watermark memory across pools (size), unsatisfied (local), and library-internal memory. */
size_t size, local, internal;
/** Pending allocations (not released). */
size_t npending;
/** Number of allocations so far. */
size_t nmallocs;
/** Number of pools used. */
unsigned int npools;
} libxsmm_scratch_info;
/** Retrieve information about the scratch memory domain. */
LIBXSMM_API int libxsmm_get_scratch_info(libxsmm_scratch_info* info);
/**
* Limit the total size (Bytes) of the scratch memory.
* LIBXSMM_SCRATCH_UNLIMITED removes any limit, and
* LIBXSMM_SCRATCH_DEFAULT populates the default.
* The related environment variable LIBXSMM_SCRATCH_LIMIT
* allows units: <none>/b/B (Bytes), k/K, m/M, and g/G.
*/
LIBXSMM_API void libxsmm_set_scratch_limit(size_t nbytes);
/** Get the maximum size of the scratch memory domain. */
LIBXSMM_API size_t libxsmm_get_scratch_limit(void);
/**
* Intercepts malloc/free to use scratch memory allocator.
* (related environment variable LIBXSMM_MALLOC).
* Optionally set the range of malloc-sizes to be intercepted.
* The related environment variable LIBXSMM_MALLOC_LIMIT
* allows units: <none>/b/B (Bytes), k/K, m/M, and g/G.
*/
LIBXSMM_API void libxsmm_set_malloc(int enabled, const size_t* lo, const size_t* hi);
/**
* Determines if malloc/free are (and can be) intercepted.
* Optionally gets the range of enabled malloc-sizes.
*/
LIBXSMM_API int libxsmm_get_malloc(size_t* lo, size_t* hi);
/**
* Calculate the linear offset of the n-dimensional (ndims) offset (can be NULL),
* and the (optional) linear size of the corresponding shape.
*/
LIBXSMM_API size_t libxsmm_offset(const size_t offset[], const size_t shape[], size_t ndims, size_t* size);
#if defined(__cplusplus)
/** RAII idiom to temporarily setup an allocator for the lifetime of the scope. */
template<typename kind> class LIBXSMM_RETARGETABLE libxsmm_scoped_allocator {
public:
/** C'tor, which instantiates the new allocator (plain form). */
libxsmm_scoped_allocator(libxsmm_malloc_fun malloc_fn, libxsmm_free_fun free_fn) {
kind::get(m_context, m_malloc, m_free);
kind::set(NULL/*context*/, NULL/*malloc_ctx*/, NULL/*free_ctx*/, malloc_fn, free_fn);
}
/** C'tor, which instantiates the new allocator (context form). */
libxsmm_scoped_allocator(const void* context, libxsmm_malloc_ctx malloc_ctx, libxsmm_free_ctx free_ctx,
libxsmm_malloc_fun malloc_fun = NULL, libxsmm_free_fun free_fun = NULL)
{
kind::get(m_context, m_malloc, m_free);
kind::set(context, malloc_ctx, free_ctx, malloc_fun, free_fun);
}
/** Following the RAII idiom, the d'tor restores the previous allocator. */
~libxsmm_scoped_allocator() {
kind::set(m_context,
m_malloc.ctx_form, m_free.ctx_form,
m_malloc.function, m_free.function);
}
private: /* no copy/assignment */
explicit libxsmm_scoped_allocator(const libxsmm_scoped_allocator&);
libxsmm_scoped_allocator& operator=(const libxsmm_scoped_allocator&);
protected: /* saved/previous allocator */
const void* m_context;
libxsmm_malloc_function m_malloc;
libxsmm_free_function m_free;
};
/** Allocator-kind to instantiate libxsmm_scoped_allocator<kind>. */
struct LIBXSMM_RETARGETABLE libxsmm_default_allocator {
static void set(const void* context,
libxsmm_malloc_ctx malloc_ctx, libxsmm_free_ctx free_ctx,
libxsmm_malloc_fun malloc_fun, libxsmm_free_fun free_fun)
{
libxsmm_malloc_function malloc_fn;
libxsmm_free_function free_fn;
if (NULL == context) { /* use global form only when no context is given */
malloc_fn.function = malloc_fun; free_fn.function = free_fun;
}
else {
malloc_fn.ctx_form = malloc_ctx; free_fn.ctx_form = free_ctx;
}
libxsmm_set_default_allocator(context, malloc_fn, free_fn);
}
static void get(const void*& context,
libxsmm_malloc_function& malloc_fn, libxsmm_free_function& free_fn)
{
libxsmm_get_default_allocator(&context, &malloc_fn, &free_fn);
}
};
/** Allocator-kind to instantiate libxsmm_scoped_allocator<kind>. */
struct LIBXSMM_RETARGETABLE libxsmm_scratch_allocator {
static void set(const void* context,
libxsmm_malloc_ctx malloc_ctx, libxsmm_free_ctx free_ctx,
libxsmm_malloc_fun malloc_fun, libxsmm_free_fun free_fun)
{
libxsmm_malloc_function malloc_fn;
libxsmm_free_function free_fn;
if (NULL != context) { /* adopt context form */
malloc_fn.function = malloc_fun; free_fn.function = free_fun;
}
else { /* adopt global form */
malloc_fn.ctx_form = malloc_ctx; free_fn.ctx_form = free_ctx;
}
libxsmm_set_scratch_allocator(context, malloc_fn, free_fn);
}
static void get(const void*& context,
libxsmm_malloc_function& malloc_fn, libxsmm_free_function& free_fn)
{
libxsmm_get_scratch_allocator(&context, &malloc_fn, &free_fn);
}
};
/** Forward-declared types/functions used to implement libxsmm_tf_allocator. */
namespace tensorflow {
class Allocator;
#if defined(LIBXSMM_TF12)
class DeviceBase; int DeviceNumaNode(const DeviceBase* /*device*/);
Allocator* cpu_allocator(int /*numa_node*/);
#else
Allocator* cpu_allocator();
#endif
}
/**
* An object of this type adopts a memory allocator from TensorFlow.
* All memory allocations of the requested kind within the current
* scope (where the libxsmm_tf_allocator object lives) are subject
* to TensorFlow's memory allocation scheme. The allocation kind
* is usually "libxsmm_scratch_allocator"; using a second object
* of kind "libxsmm_default_allocator" makes the default memory
* allocation of LIBXSMM subject to TensorFlow as well.
*/
template<typename kind> class LIBXSMM_RETARGETABLE libxsmm_tf_allocator:
public libxsmm_scoped_allocator<kind>
{
public:
/** The TensorFlow allocator is adopted from the global CPU memory allocator. */
explicit libxsmm_tf_allocator()
: libxsmm_scoped_allocator<kind>(
libxsmm_tf_allocator::malloc,
libxsmm_tf_allocator::free)
{}
/** The TensorFlow allocator is adopted from the given OpKernelContext. */
template<typename context_type>
explicit libxsmm_tf_allocator(context_type& context)
: libxsmm_scoped_allocator<kind>(&context,
libxsmm_tf_allocator::template malloc_ctx<context_type>,
libxsmm_tf_allocator::template free_ctx<context_type>,
libxsmm_tf_allocator::malloc,
libxsmm_tf_allocator::free)
{}
/** Global form of allocating memory (malloc signature). */
static void* malloc(size_t size) {
#if defined(LIBXSMM_TF12)
return libxsmm_tf_allocator::allocate(tensorflow::cpu_allocator(-1/*kNUMANoAffinity*/), size);
#else
return libxsmm_tf_allocator::allocate(tensorflow::cpu_allocator(), size);
#endif
}
/** Global form of deallocating memory (free signature). */
static void free(void* buffer) {
#if defined(LIBXSMM_TF12)
libxsmm_tf_allocator::deallocate(tensorflow::cpu_allocator(-1/*kNUMANoAffinity*/), buffer);
#else
libxsmm_tf_allocator::deallocate(tensorflow::cpu_allocator(), buffer);
#endif
}
/** Context based form of allocating memory. */
template<typename context_type> static void* malloc_ctx(const void* context, size_t size) {
typedef typename context_type::WrappedAllocator::first_type allocator_ptr;
context_type *const tf_context = static_cast<context_type*>(context);
allocator_ptr allocator = NULL;
if (NULL != tf_context) {
#if !defined(LIBXSMM_TF12)
if (NULL != tf_context->device()) {
if (0 < tf_context->num_outputs()) {
allocator = tf_context->device()->GetStepAllocator(
tf_context->output_alloc_attr(0),
tf_context->resource_manager());
}
else if (0 < tf_context->num_inputs()) {
allocator = tf_context->device()->GetStepAllocator(
tf_context->input_alloc_attr(0),
tf_context->resource_manager());
}
}
#else /* include tensorflow/core/public/version.h prior to LIBXSMM otherwise the current TensorFlow API is assumed */
const int numa_node = DeviceNumaNode(tf_context->device());
allocator = tensorflow::cpu_allocator(numa_node);
#endif
}
return libxsmm_tf_allocator::allocate(allocator, size);
}
/** Context based form of deallocating memory. */
template<typename context_type> static void free_ctx(const void* context, void* buffer) {
typedef typename context_type::WrappedAllocator::first_type allocator_ptr;
context_type *const tf_context = static_cast<context_type*>(context);
allocator_ptr allocator = NULL;
if (NULL != tf_context) {
#if defined(LIBXSMM_TF12)
const int numa_node = DeviceNumaNode(tf_context->device());
allocator = tensorflow::cpu_allocator(numa_node);
#else
if (NULL != tf_context->device()) {
if (0 < tf_context->num_outputs()) {
allocator = tf_context->device()->GetStepAllocator(
tf_context->output_alloc_attr(0),
tf_context->resource_manager());
}
else if (0 < tf_context->num_inputs()) {
allocator = tf_context->device()->GetStepAllocator(
tf_context->input_alloc_attr(0),
tf_context->resource_manager());
}
}
#endif
}
libxsmm_tf_allocator::deallocate(allocator, buffer);
}
private:
template<typename allocator_ptr> /* break interface dependency with TF */
static void* allocate(allocator_ptr allocator, size_t size) {
void* result;
if (NULL != allocator) {
/* no (useless) waste with alignment; raw result is re-aligned anyways */
result = allocator->AllocateRaw(1/*alignment*/, size);
}
else {
LIBXSMM_ASSERT_MSG(0/*false*/, "LIBXSMM ERROR: memory allocator is missing");
result = NULL;
}
return result;
}
template<typename allocator_ptr> /* break interface dependency with TF */
static void deallocate(allocator_ptr allocator, void* buffer) {
LIBXSMM_ASSERT_MSG(NULL != allocator, "LIBXSMM ERROR: memory allocator is missing");
if (NULL != allocator) allocator->DeallocateRaw(buffer);
}
};
#endif /*defined(__cplusplus)*/
#endif /*LIBXSMM_MALLOC_H*/
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