source stringlengths 3 92 | c stringlengths 26 2.25M |
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zpotrs.c | /**
*
* @file
*
* PLASMA is a software package provided by:
* University of Tennessee, US,
* University of Manchester, UK.
*
* @precisions normal z -> s d c
*
**/
#include "plasma.h"
#include "plasma_async.h"
#include "plasma_context.h"
#include "plasma_descriptor.h"
#include "plasma_internal.h"
#include "plasma_types.h"
#include "plasma_workspace.h"
/***************************************************************************//**
*
* @ingroup plasma_potrs
*
* Solves a system of linear equations A * X = B with a Hermitian positive
* definite in the complex matrix A using the Cholesky factorization
* A = U^H*U or A = L*L^H computed by plasma_zpotrf.
*
*******************************************************************************
*
* @param[in] uplo
* - PlasmaUpper: Upper triangle of A is stored;
* - PlasmaLower: Lower triangle of A is stored.
*
* @param[in] n
* The order of the matrix A. n >= 0.
*
* @param[in] nrhs
* The number of right hand sides, i.e., the number of
* columns of the matrix B. nrhs >= 0.
*
* @param[in,out] pA
* The triangular factor U or L from the Cholesky
* factorization A = U^H*U or A = L*L^H, computed by
* plasma_zpotrf.
* Remark: If out-of-place layout translation is used, the
* matrix A can be considered as input, however if inplace
* layout translation is enabled, the content of A will be
* reordered for computation and restored before exiting the
* function.
*
* @param[in] lda
* The leading dimension of the array A. lda >= max(1,n).
*
* @param[in,out] pB
* On entry, the n-by-nrhs right hand side matrix B.
* On exit, if return value = 0, the n-by-nrhs solution matrix X.
*
* @param[in] ldb
* The leading dimension of the array B. ldb >= max(1,n).
*
*******************************************************************************
*
* @retval PlasmaSuccess successful exit
* @retval < 0 if -i, the i-th argument had an illegal value
*
*******************************************************************************
*
* @sa plasma_omp_zpotrs
* @sa plasma_cpotrs
* @sa plasma_dpotrs
* @sa plasma_spotrs
* @sa plasma_zpotrf
*
******************************************************************************/
int plasma_zpotrs(plasma_enum_t uplo,
int n, int nrhs,
plasma_complex64_t *pA, int lda,
plasma_complex64_t *pB, int ldb)
{
// Get PLASMA context.
plasma_context_t *plasma = plasma_context_self();
if (plasma == NULL) {
plasma_fatal_error("PLASMA not initialized");
return PlasmaErrorNotInitialized;
}
// Check input arguments.
if ((uplo != PlasmaUpper) &&
(uplo != PlasmaLower)) {
plasma_error("illegal value of uplo");
return -1;
}
if (n < 0) {
plasma_error("illegal value of n");
return -2;
}
if (nrhs < 0) {
plasma_error("illegal value of nrhs");
return -3;
}
if (lda < imax(1, n)) {
plasma_error("illegal value of lda");
return -5;
}
if (ldb < imax(1, n)) {
plasma_error("illegal value of ldb");
return -7;
}
// quick return
if (imax(n, nrhs) == 0)
return PlasmaSuccess;
// Set tiling parameters.
int nb = plasma->nb;
// Initialize tile matrix descriptors.
plasma_desc_t A;
plasma_desc_t B;
int retval;
retval = plasma_desc_general_create(PlasmaComplexDouble, nb, nb,
n, n, 0, 0, n, n, &A);
if (retval != PlasmaSuccess) {
plasma_error("plasma_desc_general_create() failed");
return retval;
}
retval = plasma_desc_general_create(PlasmaComplexDouble, nb, nb,
n, nrhs, 0, 0, n, nrhs, &B);
if (retval != PlasmaSuccess) {
plasma_error("plasma_desc_general_create() failed");
plasma_desc_destroy(&A);
return retval;
}
// Create sequence.
plasma_sequence_t *sequence = NULL;
retval = plasma_sequence_create(&sequence);
if (retval != PlasmaSuccess) {
plasma_error("plasma_sequence_create() failed");
return retval;
}
// Initialize request.
plasma_request_t request = PlasmaRequestInitializer;
// asynchronous block
#pragma omp parallel
#pragma omp master
{
// Translate to tile layout.
plasma_omp_zge2desc(pA, lda, A, sequence, &request);
plasma_omp_zge2desc(pB, ldb, B, sequence, &request);
// Call the tile async function.
plasma_omp_zpotrs(uplo, A, B, sequence, &request);
// Translate back to LAPACK layout.
plasma_omp_zdesc2ge(B, pB, ldb, sequence, &request);
}
// implicit synchronization
// Free matrix A in tile layout.
plasma_desc_destroy(&A);
plasma_desc_destroy(&B);
// Return status.
int status = sequence->status;
plasma_sequence_destroy(sequence);
return status;
}
/***************************************************************************//**
*
* @ingroup plasma_potrs
*
* Solves a system of linear equations using previously
* computed Cholesky factorization.
* Non-blocking tile version of plasma_zpotrs().
* May return before the computation is finished.
* Operates on matrices stored by tiles.
* All matrices are passed through descriptors.
* All dimensions are taken from the descriptors.
* Allows for pipelining of operations at runtime.
*
*******************************************************************************
*
* @param[in] uplo
* - PlasmaUpper: Upper triangle of A is stored;
* - PlasmaLower: Lower triangle of A is stored.
*
* @param[in] A
* The triangular factor U or L from the Cholesky factorization
* A = U^H*U or A = L*L^H, computed by plasma_zpotrf.
*
* @param[in,out] B
* On entry, the n-by-nrhs right hand side matrix B.
* On exit, if return value = 0, the n-by-nrhs solution matrix X.
*
* @param[in] sequence
* Identifies the sequence of function calls that this call belongs to
* (for completion checks and exception handling purposes). Check
* the sequence->status for errors.
*
* @param[out] request
* Identifies this function call (for exception handling purposes).
*
* @retval void
* Errors are returned by setting sequence->status and
* request->status to error values. The sequence->status and
* request->status should never be set to PlasmaSuccess (the
* initial values) since another async call may be setting a
* failure value at the same time.
*
*******************************************************************************
*
* @sa plasma_zpotrs
* @sa plasma_omp_zpotrs
* @sa plasma_omp_cpotrs
* @sa plasma_omp_dpotrs
* @sa plasma_omp_spotrs
* @sa plasma_omp_zpotrf
*
******************************************************************************/
void plasma_omp_zpotrs(plasma_enum_t uplo, plasma_desc_t A, plasma_desc_t B,
plasma_sequence_t *sequence, plasma_request_t *request)
{
// Get PLASMA context.
plasma_context_t *plasma = plasma_context_self();
if (plasma == NULL) {
plasma_fatal_error("PLASMA not initialized");
plasma_request_fail(sequence, request, PlasmaErrorIllegalValue);
return;
}
// Check input arguments.
if ((uplo != PlasmaUpper) &&
(uplo != PlasmaLower)) {
plasma_error("illegal value of uplo");
plasma_request_fail(sequence, request, PlasmaErrorIllegalValue);
return;
}
if (plasma_desc_check(A) != PlasmaSuccess) {
plasma_error("invalid A");
plasma_request_fail(sequence, request, PlasmaErrorIllegalValue);
return;
}
if (plasma_desc_check(B) != PlasmaSuccess) {
plasma_error("invalid B");
plasma_request_fail(sequence, request, PlasmaErrorIllegalValue);
return;
}
if (sequence == NULL) {
plasma_fatal_error("NULL sequence");
plasma_request_fail(sequence, request, PlasmaErrorIllegalValue);
return;
}
if (request == NULL) {
plasma_fatal_error("NULL request");
plasma_request_fail(sequence, request, PlasmaErrorIllegalValue);
return;
}
// quick return
if (A.n == 0 || B.n == 0)
return;
// Call the parallel functions.
plasma_pztrsm(PlasmaLeft, uplo,
uplo == PlasmaUpper ? PlasmaConjTrans : PlasmaNoTrans,
PlasmaNonUnit,
1.0, A,
B,
sequence, request);
plasma_pztrsm(PlasmaLeft, uplo,
uplo == PlasmaUpper ? PlasmaNoTrans : PlasmaConjTrans,
PlasmaNonUnit,
1.0, A,
B,
sequence, request);
}
|
zeroslike_ref.c | /*
* Licensed to the Apache Software Foundation (ASF) under one
* or more contributor license agreements. See the NOTICE file
* distributed with this work for additional information
* regarding copyright ownership. The ASF licenses this file
* to you under the Apache License, Version 2.0 (the
* License); you may not use this file except in compliance
* with the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing,
* software distributed under the License is distributed on an
* AS IS BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
* KIND, either express or implied. See the License for the
* specific language governing permissions and limitations
* under the License.
*/
/*
* Copyright (c) 2020, OPEN AI LAB
* Author: qtang@openailab.com
*/
#include "sys_port.h"
#include "module.h"
#include "tengine_errno.h"
#include "tengine_log.h"
#include "tengine_ir.h"
#include "../../cpu_node_ops.h"
#include "tengine_op.h"
#include <math.h>
int ref_zeroslike_fp32(struct ir_tensor* input_tensor, struct ir_tensor* output_tensor, int num_thread)
{
// dims size = 2 or 3
if (input_tensor->dim_num < 4)
{
float* input_data = input_tensor->data;
float* out_data = output_tensor->data;
int total_size = input_tensor->elem_num;
for (int i = 0; i < total_size; i++)
{
input_data[i] = 0;
}
return 0;
}
// dims size 3
else if (input_tensor->dim_num == 4)
{
int w = input_tensor->dims[3];
int h = output_tensor->dims[2];
int channels = input_tensor->dims[1];
int size = h * w;
int c_step = h * w;
float* input_data = input_tensor->data;
float* out_data = output_tensor->data;
#pragma omp parallel for num_threads(num_thread)
for (int q = 0; q < channels; q++)
{
float* src = input_data + c_step * q;
float* dst = out_data + c_step * q;
for (int i = 0; i < size; i++)
{
dst[i] = 0.f;
}
}
return 0;
}
return -1;
}
static int init_node(struct node_ops* node_ops, struct exec_node* exec_node, struct exec_graph* exec_graph)
{
// exec_node->inplace_map[0] = 0;
// exec_node->inplace_map[1] = 0;
// exec_node->inplace_map_num = 1;
return 0;
}
static int release_node(struct node_ops* node_ops, struct exec_node* exec_node, struct exec_graph* exec_graph)
{
// exec_node->inplace_map_num = 0;
return 0;
}
static int prerun(struct node_ops* node_ops, struct exec_node* exec_node, struct exec_graph* exec_graph)
{
return 0;
}
static int run(struct node_ops* node_ops, struct exec_node* exec_node, struct exec_graph* exec_graph)
{
struct ir_node* ir_node = exec_node->ir_node;
struct ir_graph* ir_graph = ir_node->graph;
struct ir_tensor* input_tensor;
struct ir_tensor* output_tensor;
int layout = ir_graph->graph_layout;
input_tensor = get_ir_graph_tensor(ir_graph, ir_node->input_tensors[0]);
output_tensor = get_ir_graph_tensor(ir_graph, ir_node->output_tensors[0]);
// inplace inference
// if(input_tensor->data != output_tensor->data)
// {
// TLOG_ERR("input and output are not the same mem\n");
// set_tengine_errno(EFAULT);
// return -1;
// }
int ret = ref_zeroslike_fp32(input_tensor, output_tensor, exec_graph->num_thread);
if (ret != 0)
return -1;
return 0;
}
static int score(struct node_ops* node_ops, struct exec_graph* exec_graph, struct ir_node* exec_node)
{
return OPS_SCORE_CANDO;
}
static struct node_ops hcl_node_ops = {.prerun = prerun,
.run = run,
.reshape = NULL,
.postrun = NULL,
.init_node = init_node,
.release_node = release_node,
.score = score};
static int reg_zeroslike_hcl_ops(void* arg)
{
return register_builtin_node_ops(OP_ZEROSLIKE, &hcl_node_ops);
}
static int unreg_zeroslike_hcl_ops(void* arg)
{
return unregister_builtin_node_ops(OP_ZEROSLIKE, &hcl_node_ops);
}
AUTO_REGISTER_OPS(reg_zeroslike_hcl_ops);
AUTO_UNREGISTER_OPS(unreg_zeroslike_hcl_ops);
|
threadpool.h | /* Copyright 2015 The TensorFlow Authors. All Rights Reserved.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
==============================================================================*/
/* Modifications Copyright (c) Microsoft. */
#pragma once
#include <string>
#include <vector>
#include <functional>
#include <memory>
#include "core/common/common.h"
#include "core/platform/env.h"
#include "core/common/optional.h"
#include <functional>
#include <memory>
// This file use PIMPL to avoid having eigen headers here
namespace Eigen {
class Allocator;
class ThreadPoolInterface;
} // namespace Eigen
namespace onnxruntime {
struct TensorOpCost {
double bytes_loaded;
double bytes_stored;
double compute_cycles;
};
template <typename Environment>
class ThreadPoolTempl;
namespace concurrency {
class ExtendedThreadPoolInterface;
class LoopCounter;
class ThreadPool {
public:
#ifdef _WIN32
using NAME_CHAR_TYPE = wchar_t;
#else
using NAME_CHAR_TYPE = char;
#endif
// Constructs a pool for running with with "degree_of_parallelism" threads with
// specified "name". env->StartThread() is used to create individual threads
// with the given ThreadOptions. If "low_latency_hint" is true the thread pool
// implementation may use it as a hint that lower latency is preferred at the
// cost of higher CPU usage, e.g. by letting one or more idle threads spin
// wait. Conversely, if the threadpool is used to schedule high-latency
// operations like I/O the hint should be set to false.
//
// REQUIRES: degree_of_parallelism > 0
// The allocator parameter is only used for creating a Eigen::ThreadPoolDevice to be used with Eigen Tensor classes.
ThreadPool(Env* env,
const ThreadOptions& thread_options,
const NAME_CHAR_TYPE* name,
int degree_of_parallelism,
bool low_latency_hint);
// Waits until all scheduled work has finished and then destroy the
// set of threads.
~ThreadPool();
// Schedules fn() for execution in the pool of threads. The function may run
// synchronously if it cannot be enqueued. This will occur if the thread pool's
// degree-of-parallelism is 1, but it may also occur for implementation-dependent
// reasons such as if queues used for buffering work are full.
void Schedule(std::function<void()> fn);
// Returns the number of shards used by ParallelForFixedBlockSizeScheduling
// with these parameters.
int NumShardsUsedByFixedBlockSizeScheduling(std::ptrdiff_t total,
std::ptrdiff_t block_size) const;
// ParallelFor shards the "total" units of work assuming each unit of work
// having roughly "cost_per_unit" cost, in cycles. Each unit of work is
// indexed 0, 1, ..., total - 1. Each shard contains 1 or more units of work
// and the total cost of each shard is roughly the same.
//
// "cost_per_unit" is an estimate of the number of CPU cycles (or nanoseconds
// if not CPU-bound) to complete a unit of work. Overestimating creates too
// many shards and CPU time will be dominated by per-shard overhead, such as
// Context creation. Underestimating may not fully make use of the specified
// parallelism, and may also cause inefficiencies due to load balancing
// issues and stragglers.
void ParallelFor(std::ptrdiff_t total, double cost_per_unit,
const std::function<void(std::ptrdiff_t first, std::ptrdiff_t last)>& fn);
static void TryParallelFor(concurrency::ThreadPool* tp, std::ptrdiff_t total, double cost_per_unit,
const std::function<void(std::ptrdiff_t first, std::ptrdiff_t last)>& fn) {
TryParallelFor(tp, total, TensorOpCost{0, 0, static_cast<double>(cost_per_unit)}, fn);
}
void ParallelFor(std::ptrdiff_t total, const TensorOpCost& cost_per_unit,
const std::function<void(std::ptrdiff_t first, std::ptrdiff_t)>& fn);
static void TryParallelFor(concurrency::ThreadPool* tp, std::ptrdiff_t total, const TensorOpCost& cost_per_unit,
const std::function<void(std::ptrdiff_t first, std::ptrdiff_t last)>& fn);
// Return the degree of parallelism that code should assume when using the thread pool.
// This API takes into account if OpenMP is enabled/disabled, and if the thread pool ptr is
// nullptr. It decouples the degree of parallelism for use with the thread pool from
// the implementation choice of whether this matches the number of threads created in
// the pool.
//
// Currently, a loop with degree-of-parallelism N is supported by a pool of N-1 threads
// working in combination with the thread initiating the loop.
static int DegreeOfParallelism(const concurrency::ThreadPool* tp);
// Directly schedule the 'total' tasks to the underlying threadpool, without
// cutting them by halves
void SimpleParallelFor(std::ptrdiff_t total, const std::function<void(std::ptrdiff_t)>& fn);
inline static void TrySimpleParallelFor(ThreadPool* tp, std::ptrdiff_t total,
const std::function<void(std::ptrdiff_t)>& fn) {
#ifdef _OPENMP
ORT_UNUSED_PARAMETER(tp);
#pragma omp parallel for
for (std::ptrdiff_t i = 0; i < total; ++i) {
fn(i);
}
#else
if (tp != nullptr) {
tp->SimpleParallelFor(total, fn);
} else {
for (std::ptrdiff_t i = 0; i < total; ++i) {
// In many cases, fn can be inlined here.
fn(i);
}
}
#endif
}
/**
* Tries to call the given function in parallel, with calls split into (num_batches) batches.
*\param num_batches If it is zero, it will be replaced to the value of DegreeOfParallelism().
*\param fn A std::function or STL style functor with signature of "void f(int32_t);"
* Pitfall: Caller should cap `num_batches` to a reasonable value based on the cost of `fn` and the value of `total`.
*For example, if fn is as simple as: int sum=0; fn = [&](int i){sum +=i;} and `total` is 100, then num_batches should
*be just 1.
*
* ```
**/
template <typename F>
inline static void TryBatchParallelFor(ThreadPool* tp, std::ptrdiff_t total, F&& fn, std::ptrdiff_t num_batches) {
#ifdef _OPENMP
ORT_UNUSED_PARAMETER(tp);
ORT_UNUSED_PARAMETER(num_batches);
#pragma omp parallel for
for (std::ptrdiff_t i = 0; i < total; ++i) {
fn(i);
}
#else
if (tp == nullptr) {
for (std::ptrdiff_t i = 0; i < total; ++i) {
// In many cases, fn can be inlined here.
fn(i);
}
return;
}
if (total <= 0)
return;
if (total == 1) {
fn(0);
return;
}
if (num_batches <= 0) {
num_batches = std::min<ptrdiff_t>(total, DegreeOfParallelism(tp));
}
if (num_batches <= 1) {
for (int i = 0; i < total; i++) {
fn(i);
}
return;
}
tp->SimpleParallelFor(num_batches, [&](std::ptrdiff_t batch_index) {
auto work = PartitionWork(batch_index, num_batches, total);
for (std::ptrdiff_t i = work.start; i < work.end; i++) {
fn(i);
}
});
#endif
}
struct WorkInfo {
std::ptrdiff_t start;
std::ptrdiff_t end;
};
/** Calculate the start and end offsets for a batch.
@remarks Based on MlasPartitionWork
*/
static WorkInfo PartitionWork(std::ptrdiff_t batch_idx, std::ptrdiff_t num_batches, std::ptrdiff_t total_work) {
const std::ptrdiff_t work_per_batch = total_work / num_batches;
const std::ptrdiff_t work_per_batch_extra = total_work % num_batches;
WorkInfo info;
if (batch_idx < work_per_batch_extra) {
info.start = (work_per_batch + 1) * batch_idx;
info.end = info.start + work_per_batch + 1;
} else {
info.start = work_per_batch * batch_idx + work_per_batch_extra;
info.end = info.start + work_per_batch;
}
return info;
}
ORT_DISALLOW_COPY_AND_ASSIGNMENT(ThreadPool);
private:
friend class LoopCounter;
// Returns the number of threads created in the pool. This may be different from the
// value returned by DegreeOfParallelism to code using the pool.
int NumThreads() const;
// Returns current thread id between 0 and NumThreads() - 1, if called from a
// thread in the pool. Returns -1 otherwise.
int CurrentThreadId() const;
// Run fn with up to n degree-of-parallelism enlisting the thread pool for
// help. The degree-of-parallelism includes the caller, and so if n==1
// then the function will run directly in the caller. The fork-join
// synchronization is handled in the thread pool, and so any state captured
// by fn() is safe from concurrent access once RunWithHelp returns.
void RunInParallel(std::function<void()> fn, int n);
// Divides the work represented by the range [0, total) into k shards.
// Calls fn(i*block_size, (i+1)*block_size) from the ith shard (0 <= i < k).
// Each shard may be executed on a different thread in parallel, depending on
// the number of threads available in the pool.
// When (i+1)*block_size > total, fn(i*block_size, total) is called instead.
// Here, k = NumShardsUsedByFixedBlockSizeScheduling(total, block_size).
// Requires 0 < block_size <= total.
void ParallelForFixedBlockSizeScheduling(std::ptrdiff_t total, std::ptrdiff_t block_size,
const std::function<void(std::ptrdiff_t, std::ptrdiff_t)>& fn);
// Return whether or not the calling thread should run a loop of
// num_iterations divided in chunks of block_size in parallel. If not,
// the caller should run the loop sequentially.
bool ShouldParallelizeLoop(const std::ptrdiff_t num_iterations,
const std::ptrdiff_t block_size = 1) const;
ThreadOptions thread_options_;
// If a thread pool is created with degree_of_parallelism != 1 then an underlying
// EigenThreadPool is used to create OS threads and handle work distribution to them.
// If degree_of_parallelism == 1 then underlying_threadpool_ is left as nullptr
// and parallel work is run directly by the caller.
ExtendedThreadPoolInterface* underlying_threadpool_ = nullptr;
// If used, underlying_threadpool_ is instantiated and owned by the ThreadPool.
std::unique_ptr<ThreadPoolTempl<Env> > extended_eigen_threadpool_;
};
} // namespace concurrency
} // namespace onnxruntime
|
matrix_s.h | //
// matrix.cpp
// Define Class for Vector & Matrix
//
// Created by Yoshi Miyazaki on 2015/04/11.
//
#include "matrix.h"
/*----------------------------------------
Vector Types Constructers
---------------------------------------*/
template<class T>
Vector1d<T>::Vector1d(){
n = 0;
v = 0;
}
template<class T>
Vector1d<T>::Vector1d(int nn){
n = nn;
v = new T[n];
}
template<class T>
Vector1d<T>::Vector1d(const T& a, int nn){
n = nn;
v = new T[nn];
for (int i=0; i<nn; i++){
v[i] = a;
}
}
template<class T>
Vector1d<T>::Vector1d(const T* a, int nn){
n = nn;
v = new T[n];
for (int i=0; i<nn; i++){
v[i] = *a++;
}
}
template<class T>
Vector1d<T>::Vector1d(const Vector1d<T> ©){
n = copy.n;
v = new T[n];
for (int i=0; i<n; i++){
v[i] = copy[i];
}
}
/*----------------------------------------
Operater
---------------------------------------*/
template<class T>
Vector1d<T>& Vector1d<T>::operator=(const Vector1d<T> ©){
if (this != ©){
if (n != copy.n){
if (v != 0) delete[] v;
n = copy.n;
v = new T[n];
}
for (int i=0; i<n; i++){
v[i] = copy[i];
}
}
return *this;
}
template<class T>
Vector1d<T>& Vector1d<T>::operator=(const T &a){
for (int i=0; i<n; i++){
v[i] = a;
}
return *this;
}
template<class T>
const bool Vector1d<T>::operator==(const Vector1d<T>& rhs) const{
if (n != rhs.n){
return 0;
}
else{
bool b = 1;
for (int i=0; i<n; i++){
if (v[i] != rhs[i]){
b = 0;
break;
}
}
return b;
}
}
template<class T>
void Vector1d<T>::resize(int nn){
if (n != nn){
if (v != 0){
delete[] v;
}
n = nn;
v = new T[n];
}
}
template<class T>
void Vector1d<T>::resize(const T& a, int nn){
T *copy = new T[n];
for (int i=0; i<n; i++){ copy[i] = v[i]; }
int n_old = n;
if (n != nn){
if (v != 0){ delete[] v; }
n = nn;
v = new T[n];
}
for (int i=0; i<n_old; i++){ v[i] = copy[i];}
for (int i=n_old; i<n; i++){ v[i] = a; }
if (copy != 0){ delete[] copy; }
}
template<class T>
void Vector1d<T>::erase(int ir){
if (ir < 0 || n <= ir){ return; } /* if index is outside the range */
T *copy = new T[n];
for (int i=0; i<n; i++){ copy[i] = v[i]; }
if (v != 0){ delete[] v; }
n--; v = new T[n];
for (int i=0; i<ir; i++){ v[i] = copy[i]; }
for (int i=ir; i<n; i++){ v[i] = copy[i+1]; }
if (copy != 0){ delete[] copy; }
}
/*----------------------------------------
Mathematical Operater
---------------------------------------*/
template<class T>
const T Vector1d<T>::norm() const{
T norm = 0;
for (int i=0; i<n; i++){
norm += v[i]*v[i];
}
return sqrt(norm);
}
template<class T>
const T Vector1d<T>::maxv() const{
T maxv = v[0];
for (int i=1; i<n; i++){
if (maxv < v[i]){maxv = v[i];}
}
return maxv;
}
template<class T>
const T Vector1d<T>::minv() const{
T minv = v[0];
for (int i=1; i<n; i++){
if (minv > v[i]){minv = v[i];}
}
return minv;
}
template<class T>
const int Vector1d<T>::maxw() const{
T maxv = v[0]; int maxw = 0;
for (int i=1; i<n; i++){
if (maxv < v[i]){maxv = v[i]; maxw = i;}
}
return maxw;
}
template<class T>
const int Vector1d<T>::minw() const{
T minv = v[0]; int minw = 0;
for (int i=1; i<n; i++){
if (minv > v[i]){minv = v[i]; minw = i;}
}
return minw;
}
template<class T>
const T Vector1d<T>::sum() const{
T tot = 0;
for (int i=0; i<n; i++){ tot += v[i]; }
return tot;
}
template<class T>
const T Vector1d<T>::average() const{
T ave = 0;
for (int i=0; i<n; i++){
ave += v[i];
}
return ave/double(n);
}
template<class T> /* maximum of abs(v[i]) */
const T Vector1d<T>::absmaxv() const{
T maxv = abs(v[0]);
for (int i=1; i<n; i++){
if (maxv < abs(v[i])){maxv = abs(v[i]);}
}
return maxv;
}
template<class T> /* minimum of abs(v[i]) */
const T Vector1d<T>::absminv() const{
T minv = abs(v[0]);
for (int i=1; i<n; i++){
if (minv > abs(v[i])){minv = abs(v[i]);}
}
return minv;
}
template<class T> /* minimum of abs(v[i]) */
const T Vector1d<T>::absnon0minv() const{
T minv = absmaxv();
for (int i=0; i<n; i++){
if ((minv > abs(v[i])) && (v[i] != 0)){minv = abs(v[i]);}
}
return minv;
}
template<class T> /* average of abs(v[i]) */
const T Vector1d<T>::absaverage() const{
T ave = 0;
for (int i=0; i<n; i++){
ave += (v[i]>0 ? v[i] : -1.0*v[i]);
}
return ave/double(n);
}
template<class T> /* dot product */
const T Vector1d<T>::operator*(const Vector1d<T>& A) const{
int nA; nA = A.size();
T dotp = 0;
if (nA != n){
cout << "size of vectors don't match (*). Revise your input." << endl;
exit(7);
}
else{
for (int i=0; i<n; i++){
dotp += v[i]*A[i];
}
return dotp;
}
}
template<class T>
const bool Vector1d<T>::isnan() const{
bool isNAN = false;
for (int i=0; i<n; i++){
T current = v[i];
if(std::isnan(current)){ isNAN = true; break; }
}
return isNAN;
}
template<class T>
const Vector1d<T> Vector1d<T>::operator+(const Vector1d<T>& A){
int nA = A.size();
if (nA != n){
cout << "size of vectors don't match (+). Revise your input." << endl;
exit(7);
}
else{
Vector1d<double> sum(n);
for (int i=0; i<n; i++){ sum[i] = v[i] + A[i]; }
return sum;
}
}
template<class T>
const Vector1d<T> Vector1d<T>::operator+(const Vector1d<T>& A) const{
int nA = A.size();
if (nA != n){
cout << "size of vectors don't match (+). Revise your input." << endl;
exit(7);
}
else{
Vector1d<double> sum(n);
for (int i=0; i<n; i++){ sum[i] = v[i] + A[i]; }
return sum;
}
}
template<class T>
const Vector1d<T> Vector1d<T>::operator-(const Vector1d<T>& A){
int nA = A.size();
if (nA != n){
cout << "size of vectors don't match (-). Revise your input." << endl;
exit(7);
}
else{
Vector1d<double> sum(n);
for (int i=0; i<n; i++){ sum[i] = v[i] - A[i]; }
return sum;
}
}
template<class T>
const Vector1d<T> Vector1d<T>::operator-(const Vector1d<T>& A) const{
int nA = A.size();
if (nA != n){
cout << "size of vectors don't match (-). Revise your input." << endl;
exit(7);
}
else{
Vector1d<double> sum(n);
for (int i=0; i<n; i++){ sum[i] = v[i] - A[i]; }
return sum;
}
}
template<class T>
const Vector1d<T> Vector1d<T>::operator+(const T& A){
Vector1d<double> sum(n);
for (int i=0; i<n; i++){
sum[i] = v[i] + A;
}
return sum;
}
template<class T>
const Vector1d<T> Vector1d<T>::operator+(const T& A) const{
Vector1d<double> sum(n);
for (int i=0; i<n; i++){
sum[i] = v[i] + A;
}
return sum;
}
template<class T>
const Vector1d<T> Vector1d<T>::operator-(const T& A){
Vector1d<double> sum(n);
for (int i=0; i<n; i++){
sum[i] = v[i] - A;
}
return sum;
}
template<class T>
const Vector1d<T> Vector1d<T>::operator-(const T& A) const{
Vector1d<double> sum(n);
for (int i=0; i<n; i++){
sum[i] = v[i] - A;
}
return sum;
}
template<class T>
const Vector1d<T> Vector1d<T>::operator*(const T& A){
Vector1d<double> product(n);
for (int i=0; i<n; i++){
product[i] = v[i] * A;
}
return product;
}
template<class T>
const Vector1d<T> Vector1d<T>::operator*(const T& A) const{
Vector1d<double> product(n);
for (int i=0; i<n; i++){
product[i] = v[i] * A;
}
return product;
}
template<class T>
const Vector1d<T> Vector1d<T>::operator/(const T& A){
Vector1d<double> quotient(n);
for (int i=0; i<n; i++){
quotient[i] = v[i] / A;
}
return quotient;
}
template<class T>
const Vector1d<T> Vector1d<T>::operator/(const T& A) const{
Vector1d<double> quotient(n);
for (int i=0; i<n; i++){
quotient[i] = v[i] / A;
}
return quotient;
}
template<class T>
Vector1d<T>& Vector1d<T>::operator+=(const Vector1d<T>& A){
int nA;
nA = A.size();
if (nA != n){
cout << "size of vectors don't match (+=). Revise your input." << endl;
exit(7);
}
else{
for (int i=0; i<n; i++){
v[i] += A[i];
}
return *this;
}
}
template<class T>
Vector1d<T>& Vector1d<T>::operator+=(const T& a){
for (int i=0; i<n; i++){
v[i] += a;
}
return *this;
}
template<class T>
Vector1d<T>& Vector1d<T>::operator-=(const Vector1d<T>& A){
int nA;
nA = A.size();
if (nA != n){
cout << "size of vectors don't match (-=). Revise your input." << endl;
exit(7);
}
else{
for (int i=0; i<n; i++){
v[i] -= A[i];
}
return *this;
}
}
template<class T>
Vector1d<T>& Vector1d<T>::operator-=(const T& a){
for (int i=0; i<n; i++){
v[i] -= a;
}
return *this;
}
template<class T>
Vector1d<T>& Vector1d<T>::operator*=(const T& a){
for (int i=0; i<n; i++){
v[i] *= a;
}
return *this;
}
template<class T>
Vector1d<T>& Vector1d<T>::operator/=(const T& a){
for (int i=0; i<n; i++){
v[i] /= a;
}
return *this;
}
template<class T>
tensor1d<T> Vector1d<T>::to_tensor(){
tensor1d<T> conv(n);
int i=0;
for (auto it=conv.begin(); it!=conv.end(); it++){
*it = v[i]; i++;
}
return conv;
}
/*----------------------------------------
Destructers
---------------------------------------*/
template<class T>
Vector1d<T>::~Vector1d<T>(){
if (v != 0){
delete[] (v);
}
}
/*----------------------------------------
Matrix Types Constructers
---------------------------------------*/
template<class T>
Matrix<T>::Matrix(){
n = 0; m = 0;
v = 0;
}
template<class T>
Matrix<T>::Matrix(int nn, int mm){
n = nn; m = mm;
v = new T*[n];
v[0] = new T[m*n];
for (int i=1; i<n; i++){
v[i] = v[i-1] + m;
}
}
template<class T>
Matrix<T>::Matrix(const T &a, int nn, int mm){
n = nn; m = mm;
v = new T*[n];
v[0] = new T[m*n];
for (int i=1; i<n; i++){
v[i] = v[i-1] + m;
}
for (int i=0; i<n; i++){
for (int j=0; j<m; j++){
v[i][j] = a;
}
}
}
template<class T>
Matrix<T>::Matrix(const T *a, int nn, int mm){
n = nn; m = mm;
v = new T*[n];
v[0] = new T[m*n];
for (int i=1; i<n; i++){
v[i] = v[i-1] + m;
}
for (int i=0; i<n; i++){
for (int j=0; j<m; j++){
v[i][j] = *a++;
}
}
}
template<class T>
Matrix<T>::Matrix(const Matrix ©){
n = copy.n; m = copy.m;
v = new T*[n];
v[0] = new T[m*n];
for (int i=1; i<n; i++){
v[i] = v[i-1] + m;
}
for (int i=0; i<n; i++){
for (int j=0; j<m; j++){
v[i][j] = copy[i][j];
}
}
}
/*----------------------------------------
Operater
---------------------------------------*/
template<class T>
Matrix<T>& Matrix<T>:: operator=(const Matrix<T> ©){
if (this != ©){
if (n != copy.n || m != copy.m){
if (v != 0){
delete v[0];
delete v;
}
n = copy.n;
m = copy.m;
v = new T*[n];
v[0] = new T[n*m];
}
for (int i=1; i<n; i++){
v[i] = v[i-1] + m;
}
for (int i=0; i<n; i++){
for (int j=0; j<m; j++){
v[i][j] = copy[i][j];
}
}
}
return *this;
}
template<class T>
Matrix<T>& Matrix<T>:: operator=(const T &r){
for (int i=0; i<n; i++){
for (int j=0; j<m; j++){
v[i][j] = r;
}
}
return *this;
}
template<class T>
void Matrix<T>::resize(int nn, int mm){
if (n != nn || m != mm){
if (v != 0){
delete v[0];
delete v;
}
n = nn;
m = mm;
v = new T*[n];
v[0] = new T[n*m];
}
for (int i=1; i<n; i++){
v[i] = v[i-1] + m;
}
}
template<class T>
void Matrix<T>::resize(const T& a, int nn, int mm){
if (n != nn || m != mm){
if (v != 0){
delete v[0];
delete v;
}
n = nn;
m = mm;
v = new T*[n];
v[0] = new T[n*m];
}
for (int i=1; i<n; i++){
v[i] = v[i-1] + m;
}
for (int i=0; i<n; i++){
for (int j=0; j<m; j++){
v[i][j] = a;
}
}
}
template<class T>
void Matrix<T>::add_row(Vector1d<double>& add){
if (m != add.size()){
if (m > 0){
cout << "matrix_s.h: add_row() - vector size unmatch. m = " << m;
cout << " , add.size() = " << add.size() << endl;
exit(1);
} else {
resize(1,add.size());
for (int j=0; j<m; j++){ v[0][j] = add[j]; }
// cout << "row = " << nrows() << " , col = " << mcols() << endl;
return;
}
}
/* copy data to tmp */
T** tmp = new T*[n];
tmp[0] = new T[m*n];
for (int i=1; i<n; i++){ tmp[i] = tmp[i-1] + m; }
for (int i=0; i<n; i++){
for (int j=0; j<m; j++){ tmp[i][j] = v[i][j]; }
}
/* create new v */
if (v != 0){
if (m != 0){ delete[] v[0]; }
delete[] v;
}
n++;
v = new T*[n];
v[0] = new T[m*n];
/* copy data */
for (int i=1; i<n; i++){ v[i] = v[i-1] + m; }
for (int i=0; i<(n-1); i++){
for (int j=0; j<m; j++){ v[i][j] = tmp[i][j]; }
}
for (int j=0; j<m; j++){ v[n-1][j] = add[j]; }
delete[] tmp[0];
delete[] tmp;
}
template<class T>
void Matrix<T>::erase_row(int ir){
if (n == 0){ return; }
/* copy data to tmp */
T** tmp = new T*[n];
tmp[0] = new T[m*n];
for (int i=1; i<n; i++){ tmp[i] = tmp[i-1] + m; }
for (int i=0; i<n; i++){
for (int j=0; j<m; j++){ tmp[i][j] = v[i][j]; }
}
/* create new v */
if (v != 0){
if (m != 0){ delete[] v[0]; }
delete[] v;
}
n--;
v = new T*[n]; v[0] = new T[m*n];
for (int i=1; i<n; i++){ v[i] = v[i-1] + m; }
/* copy data */
for (int i=0; i<ir; i++){
for (int j=0; j<m; j++){ v[i][j] = tmp[i][j]; }
}
for (int i=ir; i<n; i++){
for (int j=0; j<m; j++){ v[i][j] = tmp[i+1][j]; }
}
delete[] tmp[0];
delete[] tmp;
}
/*----------------------------------------
Return row & column vector
---------------------------------------*/
template<class T>
Vector1d<T> Matrix<T>::colvector(const int j) const{
Vector1d<T> rowv(n);
for (int i=0; i<n; i++){ rowv[i] = v[i][j]; }
return rowv;
}
template<class T>
Vector1d<T> Matrix<T>::rowvector(const int i) const{
Vector1d<T> colv(m);
for (int j=0; j<m; j++){ colv[j] = v[i][j]; }
return colv;
}
template<class T>
void Matrix<T>::setrowvector(const int i, const Vector1d<T>& _v){
for (int j=0; j<m; j++){ v[i][j] = _v[j]; }
}
template<class T>
void Matrix<T>::setcolvector(const int j, const Vector1d<T>& _v){
for (int i=0; i<n; i++){ v[i][j] = _v[i]; }
}
template<class T>
tensor1d<T> Matrix<T>::coltensor(const int j) const{
tensor1d<T> rowv(n);
for (int i=0; i<n; i++){ rowv[i] = v[i][j]; }
return rowv;
}
template<class T>
tensor1d<T> Matrix<T>::rowtensor(const int i) const{
tensor1d<T> colv(m);
for (int j=0; j<m; j++){ colv[j] = v[i][j]; }
return colv;
}
template<class T>
void Matrix<T>::setrowtensor(const int i, const tensor1d<T>& _v){
if (m != (int)_v.size()){
cout << "error in `setrowvector`: wrontg input tensor size. ";
cout << m << " <-> " << _v.size() << endl;
}
for (int j=0; j<m; j++){ v[i][j] = _v[j]; }
}
template<class T>
void Matrix<T>::setcoltensor(const int j, const tensor1d<T>& _v){
for (int i=0; i<n; i++){ v[i][j] = _v[i]; }
}
/*----------------------------------------
Mathematical Operater
---------------------------------------*/
template<class T>
Matrix<T> Matrix<T>::transpose(){
Matrix<T> tran(m,n); int i,j;
for (i=0; i<n; i++){
for (j=0; j<m; j++){
tran[j][i] = v[i][j];
}
}
return tran;
}
template<class T>
Matrix<T> Matrix<T>::lu_decomp(){
if (m != n){
cout << "unable to calculate the inverse" << endl;
exit(25);
}
Matrix<T> lu(m,m);
/* LU decomposition */
for (int i=0; i<m; i++){
/* calculate l_ij */
for (int j=i; j<m; j++){
lu[j][i] = v[j][i];
for (int k=0; k<i; k++){
lu[j][i] -= lu[k][i]*lu[j][k];
}
}
/* calculate u_ij */
for (int j=i+1; j<m; j++){
lu[i][j] = v[i][j];
for (int k=0; k<i; k++){
lu[i][j] -= lu[k][j]*lu[i][k];
}
lu[i][j] /= lu[i][i];
}
}
return lu;
}
template<class T>
void Matrix<T>::lu_linear(Vector1d<T>& A){
/* calculate solution */
for (int i=0; i<n; i++){
for (int k=0; k<i; k++){ A[i] -= v[i][k]*A[k]; }
A[i] /= v[i][i];
}
for (int i=n-1; i>=0; i--){
for (int k=i+1; k<n; k++){
A[i] -= v[i][k]*A[k];
}
}
}
template<class T>
Matrix<T> Matrix<T>::lu_inverse(){
/* matrix should already been LU decomposed */
if (m != n){
cout << "unable to calculate the inverse" << endl;
exit(25);
}
/* prepare identiy matrix */
Matrix<T> inv(0.0,m,m);
for (int i=0; i<m; i++){
inv[i][i] = 1.0;
}
/* calculate inverse */
for (int j=0; j<m; j++){
for (int i=0; i<n; i++){
for (int k=0; k<i; k++){ inv[i][j] -= v[i][k]*inv[k][j]; }
inv[i][j] /= v[i][i];
}
for (int i=n-1; i>=0; i--){
for (int k=i+1; k<n; k++){
inv[i][j] -= v[i][k]*inv[k][j];
}
}
}
return inv;
}
template<class T>
Matrix<T>& Matrix<T>::numeric0(double LIM){
/* find abs max value in matrix */
T absmaxv = 0.0;
for (int i=0; i<n; i++){
for (int j=0; j<m; j++){
if (abs(v[i][j]) > absmaxv) {absmaxv = abs(v[i][j]);}
}
}
/* drop off all numeric error */
T eps = absmaxv*LIM*16;
for (int i=0; i<n; i++){
for (int j=0; j<m; j++){
if (abs(v[i][j]) < eps && v[i][j] != 0){ v[i][j] = 0; }
}
}
return *this;
}
template<class T>
Matrix<T>& Matrix<T>::operator+=(const Matrix<T>& B){
int nB = B.nrows();
int mB = B.mcols();
if ((nB != n) || (mB != m)){
cout << "size of matrixes don't match (+=). Revise your input." << endl;
exit(7);
}
else {
for (int i=0; i<n; i++){
for (int j=0; j<m; j++){
v[i][j] += B[i][j];
}
}
return *this;
}
}
template<class T>
Matrix<T>& Matrix<T>::operator-=(const Matrix<T>& B){
int nB = B.nrows();
int mB = B.mcols();
if ((nB != n) || (mB != m)){
cout << "size of matrixes don't match (-=). Revise your input." << endl;
exit(7);
}
else {
for (int i=0; i<n; i++){
for (int j=0; j<m; j++){
v[i][j] -= B[i][j];
}
}
return *this;
}
}
template<class T>
Matrix<T>& Matrix<T>::operator*=(const T& a){
for (int i=0; i<n; i++){
for (int j=0; j<m; j++){
v[i][j] *= a;
}
}
return *this;
}
template<class T>
Vector1d<T> Matrix<T>::operator*(Vector1d<T> &A){
int nA;
nA = A.size();
// cout << n << m << nB << mB << endl;
if (nA != m){
cout << "size of matrix & vector don't match (*). Revise your input. sizes: " << m << " & " << nA << endl;
exit(7);
}
else{
Vector1d<T> product(n);
for (int i=0; i<n; i++){
product[i] = 0;
for (int k=0; k<m; k++){
product[i] += v[i][k]*A[k];
}
}
return product;
}
}
template<class T>
tensor1d<T> Matrix<T>::operator*(tensor1d<T> &A){
size_t nA = A.size();
if ((int)nA != m){
cout << "size of matrix & vector don't match (*). sizes: " << m << " & " << nA << endl;
exit(7);
}
else{
tensor1d<T> product(n);
for (int i=0; i<n; i++){
product[i] = 0;
for (int k=0; k<m; k++){
product[i] += v[i][k]*A[k];
}
}
return product;
}
}
template<class T>
Matrix<T> Matrix<T>::operator*(Matrix<T> &B){
int nB, mB;
nB = B.nrows(); mB = B.mcols();
// cout << n << m << nB << mB << endl;
if (nB != m){
cout << "size of matricies don't match (*). Revise. " << nB << " x " << m << endl;
exit(7);
}
else{
Matrix<T> product(n,mB); int i,j,k;
// int NUM_THREADS=omp_get_num_procs();
// omp_set_num_threads(NUM_THREADS);
// #pragma omp parallel for private(j,k)
for (i=0; i<n; i++){
for (j=0; j<mB; j++){
product[i][j] = 0;
for (k=0; k<m; k++){
product[i][j] += v[i][k]*B[k][j];
}
}
}
return product;
}
}
/*----------------------------------------
Destructers
---------------------------------------*/
template<class T>
Matrix<T>::~Matrix<T>(){
if (v!=0){
if (m!=0){
delete[] v[0];
}
delete[] v;
}
}
|
trmm_x_csr_u_lo_col.c | #include "alphasparse/kernel.h"
#include "alphasparse/util.h"
#include "alphasparse/opt.h"
alphasparse_status_t ONAME(const ALPHA_Number alpha, const ALPHA_SPMAT_CSR *mat, const ALPHA_Number *x, const ALPHA_INT columns, const ALPHA_INT ldx, const ALPHA_Number beta, ALPHA_Number *y, const ALPHA_INT ldy)
{
ALPHA_INT num_threads = alpha_get_thread_num();
#ifdef _OPENMP
#pragma omp parallel for num_threads(num_threads)
#endif
for (ALPHA_INT cc = 0; cc < columns; ++cc)
{
for (ALPHA_INT cr = 0; cr < mat->rows; ++cr)
{
alpha_mule(y[index2(cc, cr, ldy)], beta);
alpha_madde(y[index2(cc, cr, ldy)], alpha, x[index2(cc, cr, ldx)]);
ALPHA_Number ctmp;
alpha_setzero(ctmp);
for (ALPHA_INT ai = mat->rows_start[cr]; ai < mat->rows_end[cr]; ++ai)
{
ALPHA_INT ac = mat->col_indx[ai];
if (ac < cr)
{
alpha_madde(ctmp, mat->values[ai], x[index2(cc, ac, ldx)]);
}
}
alpha_madde(y[index2(cc, cr, ldy)], alpha, ctmp);
}
}
return ALPHA_SPARSE_STATUS_SUCCESS;
}
|
GB_subassign_03.c | //------------------------------------------------------------------------------
// GB_subassign_03: C(I,J) += scalar ; using S
//------------------------------------------------------------------------------
// SuiteSparse:GraphBLAS, Timothy A. Davis, (c) 2017-2022, All Rights Reserved.
// SPDX-License-Identifier: Apache-2.0
//------------------------------------------------------------------------------
// Method 03: C(I,J) += scalar ; using S
// M: NULL
// Mask_comp: false
// C_replace: false
// accum: present
// A: scalar
// S: constructed
// C is not bitmap: use GB_bitmap_assign instead
#include "GB_subassign_methods.h"
GrB_Info GB_subassign_03
(
GrB_Matrix C,
// input:
const GrB_Index *I,
const int64_t ni,
const int64_t nI,
const int Ikind,
const int64_t Icolon [3],
const GrB_Index *J,
const int64_t nj,
const int64_t nJ,
const int Jkind,
const int64_t Jcolon [3],
const GrB_BinaryOp accum,
const void *scalar,
const GrB_Type atype,
GB_Context Context
)
{
//--------------------------------------------------------------------------
// check inputs
//--------------------------------------------------------------------------
ASSERT (!GB_IS_BITMAP (C)) ;
//--------------------------------------------------------------------------
// S = C(I,J)
//--------------------------------------------------------------------------
GB_EMPTY_TASKLIST ;
GB_OK (GB_subassign_symbolic (S, C, I, ni, J, nj, true, Context)) ;
//--------------------------------------------------------------------------
// get inputs
//--------------------------------------------------------------------------
GB_GET_C ; // C must not be bitmap
const int64_t *restrict Ch = C->h ;
const int64_t *restrict Cp = C->p ;
const bool C_is_hyper = (Ch != NULL) ;
const int64_t Cnvec = C->nvec ;
GB_GET_S ;
GB_GET_ACCUM_SCALAR ;
//--------------------------------------------------------------------------
// Method 03: C(I,J) += scalar ; using S
//--------------------------------------------------------------------------
// Time: Optimal; must visit all IxJ, so Omega(|I|*|J|) is required.
// Entries in S are found and the corresponding entry in C replaced with
// the scalar.
// Method 01 and Method 03 are very similar.
//--------------------------------------------------------------------------
// Parallel: all IxJ (Methods 01, 03, 13, 15, 17, 19)
//--------------------------------------------------------------------------
GB_SUBASSIGN_IXJ_SLICE ;
//--------------------------------------------------------------------------
// phase 1: create zombies, update entries, and count pending tuples
//--------------------------------------------------------------------------
#pragma omp parallel for num_threads(nthreads) schedule(dynamic,1) \
reduction(+:nzombies)
for (taskid = 0 ; taskid < ntasks ; taskid++)
{
//----------------------------------------------------------------------
// get the task descriptor
//----------------------------------------------------------------------
GB_GET_IXJ_TASK_DESCRIPTOR_PHASE1 (iA_start, iA_end) ;
//----------------------------------------------------------------------
// compute all vectors in this task
//----------------------------------------------------------------------
for (int64_t j = kfirst ; j <= klast ; j++)
{
//------------------------------------------------------------------
// get jC, the corresponding vector of C
//------------------------------------------------------------------
int64_t jC = GB_ijlist (J, j, Jkind, Jcolon) ;
//------------------------------------------------------------------
// get S(iA_start:end,j)
//------------------------------------------------------------------
GB_GET_VECTOR_FOR_IXJ (S, iA_start) ;
//------------------------------------------------------------------
// C(I(iA_start,iA_end-1),jC) += scalar
//------------------------------------------------------------------
for (int64_t iA = iA_start ; iA < iA_end ; iA++)
{
bool found = (pS < pS_end) && (GBI (Si, pS, Svlen) == iA) ;
if (!found)
{
// ----[. A 1]----------------------------------------------
// S (i,j) is not present, the scalar is present
// [. A 1]: action: ( insert )
task_pending++ ;
}
else
{
// ----[C A 1] or [X A 1]-----------------------------------
// both S (i,j) and A (i,j) present
// [C A 1]: action: ( =C+A ): apply accum
// [X A 1]: action: ( undelete ): zombie lives
GB_C_S_LOOKUP ;
GB_withaccum_C_A_1_scalar ;
GB_NEXT (S) ;
}
}
}
GB_PHASE1_TASK_WRAPUP ;
}
//--------------------------------------------------------------------------
// phase 2: insert pending tuples
//--------------------------------------------------------------------------
GB_PENDING_CUMSUM ;
#pragma omp parallel for num_threads(nthreads) schedule(dynamic,1) \
reduction(&&:pending_sorted)
for (taskid = 0 ; taskid < ntasks ; taskid++)
{
//----------------------------------------------------------------------
// get the task descriptor
//----------------------------------------------------------------------
GB_GET_IXJ_TASK_DESCRIPTOR_PHASE2 (iA_start, iA_end) ;
//----------------------------------------------------------------------
// compute all vectors in this task
//----------------------------------------------------------------------
for (int64_t j = kfirst ; j <= klast ; j++)
{
//------------------------------------------------------------------
// get jC, the corresponding vector of C
//------------------------------------------------------------------
int64_t jC = GB_ijlist (J, j, Jkind, Jcolon) ;
//------------------------------------------------------------------
// get S(iA_start:end,j)
//------------------------------------------------------------------
GB_GET_VECTOR_FOR_IXJ (S, iA_start) ;
//------------------------------------------------------------------
// C(I(iA_start,iA_end-1),jC) += scalar
//------------------------------------------------------------------
for (int64_t iA = iA_start ; iA < iA_end ; iA++)
{
bool found = (pS < pS_end) && (GBI (Si, pS, Svlen) == iA) ;
if (!found)
{
// ----[. A 1]----------------------------------------------
// S (i,j) is not present, the scalar is present
// [. A 1]: action: ( insert )
int64_t iC = GB_ijlist (I, iA, Ikind, Icolon) ;
GB_PENDING_INSERT (scalar) ;
}
else
{
// both S (i,j) and A (i,j) present
GB_NEXT (S) ;
}
}
}
GB_PHASE2_TASK_WRAPUP ;
}
//--------------------------------------------------------------------------
// finalize the matrix and return result
//--------------------------------------------------------------------------
GB_SUBASSIGN_WRAPUP ;
}
|
GB_unop__identity_uint32_int8.c | //------------------------------------------------------------------------------
// GB_unop: hard-coded functions for each built-in unary operator
//------------------------------------------------------------------------------
// SuiteSparse:GraphBLAS, Timothy A. Davis, (c) 2017-2021, All Rights Reserved.
// SPDX-License-Identifier: Apache-2.0
//------------------------------------------------------------------------------
// If this file is in the Generated/ folder, do not edit it (auto-generated).
#include "GB.h"
#ifndef GBCOMPACT
#include "GB_control.h"
#include "GB_atomics.h"
#include "GB_unop__include.h"
// C=unop(A) is defined by the following types and operators:
// op(A) function: GB (_unop_apply__identity_uint32_int8)
// op(A') function: GB (_unop_tran__identity_uint32_int8)
// C type: uint32_t
// A type: int8_t
// cast: uint32_t cij = (uint32_t) aij
// unaryop: cij = aij
#define GB_ATYPE \
int8_t
#define GB_CTYPE \
uint32_t
// aij = Ax [pA]
#define GB_GETA(aij,Ax,pA) \
int8_t aij = Ax [pA]
#define GB_CX(p) Cx [p]
// unary operator
#define GB_OP(z, x) \
z = x ;
// casting
#define GB_CAST(z, aij) \
uint32_t z = (uint32_t) aij ;
// cij = op (aij)
#define GB_CAST_OP(pC,pA) \
{ \
/* aij = Ax [pA] */ \
int8_t aij = Ax [pA] ; \
/* Cx [pC] = op (cast (aij)) */ \
uint32_t z = (uint32_t) aij ; \
Cx [pC] = z ; \
}
// true if operator is the identity op with no typecasting
#define GB_OP_IS_IDENTITY_WITH_NO_TYPECAST \
0
// disable this operator and use the generic case if these conditions hold
#define GB_DISABLE \
(GxB_NO_IDENTITY || GxB_NO_UINT32 || GxB_NO_INT8)
//------------------------------------------------------------------------------
// Cx = op (cast (Ax)): apply a unary operator
//------------------------------------------------------------------------------
GrB_Info GB (_unop_apply__identity_uint32_int8)
(
uint32_t *Cx, // Cx and Ax may be aliased
const int8_t *Ax,
const int8_t *restrict Ab, // A->b if A is bitmap
int64_t anz,
int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
int64_t p ;
// TODO: if OP is ONE and uniform-valued matrices are exploited, then
// do this in O(1) time
if (Ab == NULL)
{
#if ( GB_OP_IS_IDENTITY_WITH_NO_TYPECAST )
GB_memcpy (Cx, Ax, anz * sizeof (int8_t), nthreads) ;
#else
#pragma omp parallel for num_threads(nthreads) schedule(static)
for (p = 0 ; p < anz ; p++)
{
int8_t aij = Ax [p] ;
uint32_t z = (uint32_t) aij ;
Cx [p] = z ;
}
#endif
}
else
{
// bitmap case, no transpose; A->b already memcpy'd into C->b
#pragma omp parallel for num_threads(nthreads) schedule(static)
for (p = 0 ; p < anz ; p++)
{
if (!Ab [p]) continue ;
int8_t aij = Ax [p] ;
uint32_t z = (uint32_t) aij ;
Cx [p] = z ;
}
}
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// C = op (cast (A')): transpose, typecast, and apply a unary operator
//------------------------------------------------------------------------------
GrB_Info GB (_unop_tran__identity_uint32_int8)
(
GrB_Matrix C,
const GrB_Matrix A,
int64_t *restrict *Workspaces,
const int64_t *restrict A_slice,
int nworkspaces,
int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
#include "GB_unop_transpose.c"
return (GrB_SUCCESS) ;
#endif
}
#endif
|
vision.c | /*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
% V V IIIII SSSSS IIIII OOO N N %
% V V I SS I O O NN N %
% V V I SSS I O O N N N %
% V V I SS I O O N NN %
% V IIIII SSSSS IIIII OOO N N %
% %
% %
% MagickCore Computer Vision Methods %
% %
% Software Design %
% Cristy %
% September 2014 %
% %
% %
% Copyright @ 2014 ImageMagick Studio LLC, a non-profit organization %
% dedicated to making software imaging solutions freely available. %
% %
% You may not use this file except in compliance with the License. You may %
% obtain a copy of the License at %
% %
% https://imagemagick.org/script/license.php %
% %
% Unless required by applicable law or agreed to in writing, software %
% distributed under the License is distributed on an "AS IS" BASIS, %
% WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. %
% See the License for the specific language governing permissions and %
% limitations under the License. %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
%
*/
#include "MagickCore/studio.h"
#include "MagickCore/artifact.h"
#include "MagickCore/blob.h"
#include "MagickCore/cache-view.h"
#include "MagickCore/color.h"
#include "MagickCore/color-private.h"
#include "MagickCore/colormap.h"
#include "MagickCore/colorspace.h"
#include "MagickCore/constitute.h"
#include "MagickCore/decorate.h"
#include "MagickCore/distort.h"
#include "MagickCore/draw.h"
#include "MagickCore/enhance.h"
#include "MagickCore/exception.h"
#include "MagickCore/exception-private.h"
#include "MagickCore/effect.h"
#include "MagickCore/gem.h"
#include "MagickCore/geometry.h"
#include "MagickCore/image-private.h"
#include "MagickCore/list.h"
#include "MagickCore/log.h"
#include "MagickCore/matrix.h"
#include "MagickCore/memory_.h"
#include "MagickCore/memory-private.h"
#include "MagickCore/monitor.h"
#include "MagickCore/monitor-private.h"
#include "MagickCore/montage.h"
#include "MagickCore/morphology.h"
#include "MagickCore/morphology-private.h"
#include "MagickCore/opencl-private.h"
#include "MagickCore/paint.h"
#include "MagickCore/pixel-accessor.h"
#include "MagickCore/property.h"
#include "MagickCore/quantum.h"
#include "MagickCore/resource_.h"
#include "MagickCore/signature-private.h"
#include "MagickCore/string_.h"
#include "MagickCore/string-private.h"
#include "MagickCore/thread-private.h"
#include "MagickCore/token.h"
#include "MagickCore/vision.h"
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
% C o n n e c t e d C o m p o n e n t s I m a g e %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% ConnectedComponentsImage() returns the connected-components of the image
% uniquely labeled. The returned connected components image colors member
% defines the number of unique objects. Choose from 4 or 8-way connectivity.
%
% You are responsible for freeing the connected components objects resources
% with this statement;
%
% objects = (CCObjectInfo *) RelinquishMagickMemory(objects);
%
% The format of the ConnectedComponentsImage method is:
%
% Image *ConnectedComponentsImage(const Image *image,
% const size_t connectivity,CCObjectInfo **objects,
% ExceptionInfo *exception)
%
% A description of each parameter follows:
%
% o image: the image.
%
% o connectivity: how many neighbors to visit, choose from 4 or 8.
%
% o objects: return the attributes of each unique object.
%
% o exception: return any errors or warnings in this structure.
%
*/
static int CCObjectInfoCompare(const void *x,const void *y)
{
CCObjectInfo
*p,
*q;
p=(CCObjectInfo *) x;
q=(CCObjectInfo *) y;
return((int) (q->area-(ssize_t) p->area));
}
static void PerimeterThreshold(const Image *component_image,
CCObjectInfo *object,const ssize_t metric_index,ExceptionInfo *exception)
{
MagickBooleanType
status;
ssize_t
i;
status=MagickTrue;
#if defined(MAGICKCORE_OPENMP_SUPPORT)
#pragma omp parallel for schedule(dynamic) shared(status) \
magick_number_threads(component_image,component_image,component_image->colors,1)
#endif
for (i=0; i < (ssize_t) component_image->colors; i++)
{
CacheView
*component_view;
RectangleInfo
bounding_box;
size_t
pattern[4] = { 1, 0, 0, 0 };
ssize_t
y;
/*
Compute perimeter of each object.
*/
if (status == MagickFalse)
continue;
component_view=AcquireAuthenticCacheView(component_image,exception);
bounding_box=object[i].bounding_box;
for (y=(-1); y < (ssize_t) bounding_box.height+1; y++)
{
const Quantum
*magick_restrict p;
ssize_t
x;
if (status == MagickFalse)
continue;
p=GetCacheViewVirtualPixels(component_view,bounding_box.x-1,
bounding_box.y+y,bounding_box.width+2,2,exception);
if (p == (const Quantum *) NULL)
{
status=MagickFalse;
break;
}
for (x=(-1); x < (ssize_t) bounding_box.width+1; x++)
{
Quantum
pixels[4];
ssize_t
v;
size_t
foreground;
/*
An Algorithm for Calculating Objects’ Shape Features in Binary
Images, Lifeng He, Yuyan Chao.
*/
foreground=0;
for (v=0; v < 2; v++)
{
ssize_t
u;
for (u=0; u < 2; u++)
{
ssize_t
offset;
offset=v*(bounding_box.width+2)*
GetPixelChannels(component_image)+u*
GetPixelChannels(component_image);
pixels[2*v+u]=GetPixelIndex(component_image,p+offset);
if ((ssize_t) pixels[2*v+u] == i)
foreground++;
}
}
if (foreground == 1)
pattern[1]++;
else
if (foreground == 2)
{
if ((((ssize_t) pixels[0] == i) &&
((ssize_t) pixels[3] == i)) ||
(((ssize_t) pixels[1] == i) &&
((ssize_t) pixels[2] == i)))
pattern[0]++; /* diagonal */
else
pattern[2]++;
}
else
if (foreground == 3)
pattern[3]++;
p+=GetPixelChannels(component_image);
}
}
component_view=DestroyCacheView(component_view);
object[i].metric[metric_index]=ceil(MagickSQ1_2*pattern[1]+1.0*pattern[2]+
MagickSQ1_2*pattern[3]+MagickSQ2*pattern[0]-0.5);
}
}
static void CircularityThreshold(const Image *component_image,
CCObjectInfo *object,const ssize_t metric_index,ExceptionInfo *exception)
{
MagickBooleanType
status;
ssize_t
i;
status=MagickTrue;
#if defined(MAGICKCORE_OPENMP_SUPPORT)
#pragma omp parallel for schedule(dynamic) shared(status) \
magick_number_threads(component_image,component_image,component_image->colors,1)
#endif
for (i=0; i < (ssize_t) component_image->colors; i++)
{
CacheView
*component_view;
RectangleInfo
bounding_box;
size_t
pattern[4] = { 1, 0, 0, 0 };
ssize_t
y;
/*
Compute perimeter of each object.
*/
if (status == MagickFalse)
continue;
component_view=AcquireAuthenticCacheView(component_image,exception);
bounding_box=object[i].bounding_box;
for (y=(-1); y < (ssize_t) bounding_box.height; y++)
{
const Quantum
*magick_restrict p;
ssize_t
x;
if (status == MagickFalse)
continue;
p=GetCacheViewVirtualPixels(component_view,bounding_box.x-1,
bounding_box.y+y,bounding_box.width+2,2,exception);
if (p == (const Quantum *) NULL)
{
status=MagickFalse;
break;
}
for (x=(-1); x < (ssize_t) bounding_box.width; x++)
{
Quantum
pixels[4];
ssize_t
v;
size_t
foreground;
/*
An Algorithm for Calculating Objects’ Shape Features in Binary
Images, Lifeng He, Yuyan Chao.
*/
foreground=0;
for (v=0; v < 2; v++)
{
ssize_t
u;
for (u=0; u < 2; u++)
{
ssize_t
offset;
offset=v*(bounding_box.width+2)*
GetPixelChannels(component_image)+u*
GetPixelChannels(component_image);
pixels[2*v+u]=GetPixelIndex(component_image,p+offset);
if ((ssize_t) pixels[2*v+u] == i)
foreground++;
}
}
if (foreground == 1)
pattern[1]++;
else
if (foreground == 2)
{
if ((((ssize_t) pixels[0] == i) &&
((ssize_t) pixels[3] == i)) ||
(((ssize_t) pixels[1] == i) &&
((ssize_t) pixels[2] == i)))
pattern[0]++; /* diagonal */
else
pattern[2]++;
}
else
if (foreground == 3)
pattern[3]++;
p+=GetPixelChannels(component_image);
}
}
component_view=DestroyCacheView(component_view);
object[i].metric[metric_index]=ceil(MagickSQ1_2*pattern[1]+1.0*pattern[2]+
MagickSQ1_2*pattern[3]+MagickSQ2*pattern[0]-0.5);
object[i].metric[metric_index]=4.0*MagickPI*object[i].area/
(object[i].metric[metric_index]*object[i].metric[metric_index]);
}
}
static void MajorAxisThreshold(const Image *component_image,
CCObjectInfo *object,const ssize_t metric_index,ExceptionInfo *exception)
{
MagickBooleanType
status;
ssize_t
i;
status=MagickTrue;
#if defined(MAGICKCORE_OPENMP_SUPPORT)
#pragma omp parallel for schedule(dynamic) shared(status) \
magick_number_threads(component_image,component_image,component_image->colors,1)
#endif
for (i=0; i < (ssize_t) component_image->colors; i++)
{
CacheView
*component_view;
double
M00 = 0.0,
M01 = 0.0,
M02 = 0.0,
M10 = 0.0,
M11 = 0.0,
M20 = 0.0;
PointInfo
centroid = { 0.0, 0.0 };
RectangleInfo
bounding_box;
const Quantum
*magick_restrict p;
ssize_t
x;
ssize_t
y;
/*
Compute ellipse major axis of each object.
*/
if (status == MagickFalse)
continue;
component_view=AcquireAuthenticCacheView(component_image,exception);
bounding_box=object[i].bounding_box;
for (y=0; y < (ssize_t) bounding_box.height; y++)
{
if (status == MagickFalse)
continue;
p=GetCacheViewVirtualPixels(component_view,bounding_box.x,
bounding_box.y+y,bounding_box.width,1,exception);
if (p == (const Quantum *) NULL)
{
status=MagickFalse;
break;
}
for (x=0; x < (ssize_t) bounding_box.width; x++)
{
if ((ssize_t) GetPixelIndex(component_image,p) == i)
{
M00++;
M10+=x;
M01+=y;
}
p+=GetPixelChannels(component_image);
}
}
centroid.x=M10*PerceptibleReciprocal(M00);
centroid.y=M01*PerceptibleReciprocal(M00);
for (y=0; y < (ssize_t) bounding_box.height; y++)
{
if (status == MagickFalse)
continue;
p=GetCacheViewVirtualPixels(component_view,bounding_box.x,
bounding_box.y+y,bounding_box.width,1,exception);
if (p == (const Quantum *) NULL)
{
status=MagickFalse;
break;
}
for (x=0; x < (ssize_t) bounding_box.width; x++)
{
if ((ssize_t) GetPixelIndex(component_image,p) == i)
{
M11+=(x-centroid.x)*(y-centroid.y);
M20+=(x-centroid.x)*(x-centroid.x);
M02+=(y-centroid.y)*(y-centroid.y);
}
p+=GetPixelChannels(component_image);
}
}
component_view=DestroyCacheView(component_view);
object[i].metric[metric_index]=sqrt((2.0*PerceptibleReciprocal(M00))*((M20+M02)+
sqrt(4.0*M11*M11+(M20-M02)*(M20-M02))));
}
}
static void MinorAxisThreshold(const Image *component_image,
CCObjectInfo *object,const ssize_t metric_index,ExceptionInfo *exception)
{
MagickBooleanType
status;
ssize_t
i;
status=MagickTrue;
#if defined(MAGICKCORE_OPENMP_SUPPORT)
#pragma omp parallel for schedule(dynamic) shared(status) \
magick_number_threads(component_image,component_image,component_image->colors,1)
#endif
for (i=0; i < (ssize_t) component_image->colors; i++)
{
CacheView
*component_view;
double
M00 = 0.0,
M01 = 0.0,
M02 = 0.0,
M10 = 0.0,
M11 = 0.0,
M20 = 0.0;
PointInfo
centroid = { 0.0, 0.0 };
RectangleInfo
bounding_box;
const Quantum
*magick_restrict p;
ssize_t
x;
ssize_t
y;
/*
Compute ellipse major axis of each object.
*/
if (status == MagickFalse)
continue;
component_view=AcquireAuthenticCacheView(component_image,exception);
bounding_box=object[i].bounding_box;
for (y=0; y < (ssize_t) bounding_box.height; y++)
{
if (status == MagickFalse)
continue;
p=GetCacheViewVirtualPixels(component_view,bounding_box.x,
bounding_box.y+y,bounding_box.width,1,exception);
if (p == (const Quantum *) NULL)
{
status=MagickFalse;
break;
}
for (x=0; x < (ssize_t) bounding_box.width; x++)
{
if ((ssize_t) GetPixelIndex(component_image,p) == i)
{
M00++;
M10+=x;
M01+=y;
}
p+=GetPixelChannels(component_image);
}
}
centroid.x=M10*PerceptibleReciprocal(M00);
centroid.y=M01*PerceptibleReciprocal(M00);
for (y=0; y < (ssize_t) bounding_box.height; y++)
{
if (status == MagickFalse)
continue;
p=GetCacheViewVirtualPixels(component_view,bounding_box.x,
bounding_box.y+y,bounding_box.width,1,exception);
if (p == (const Quantum *) NULL)
{
status=MagickFalse;
break;
}
for (x=0; x < (ssize_t) bounding_box.width; x++)
{
if ((ssize_t) GetPixelIndex(component_image,p) == i)
{
M11+=(x-centroid.x)*(y-centroid.y);
M20+=(x-centroid.x)*(x-centroid.x);
M02+=(y-centroid.y)*(y-centroid.y);
}
p+=GetPixelChannels(component_image);
}
}
component_view=DestroyCacheView(component_view);
object[i].metric[metric_index]=sqrt((2.0*PerceptibleReciprocal(M00))*((M20+M02)-
sqrt(4.0*M11*M11+(M20-M02)*(M20-M02))));
}
}
static void EccentricityThreshold(const Image *component_image,
CCObjectInfo *object,const ssize_t metric_index,ExceptionInfo *exception)
{
MagickBooleanType
status;
ssize_t
i;
status=MagickTrue;
#if defined(MAGICKCORE_OPENMP_SUPPORT)
#pragma omp parallel for schedule(dynamic) shared(status) \
magick_number_threads(component_image,component_image,component_image->colors,1)
#endif
for (i=0; i < (ssize_t) component_image->colors; i++)
{
CacheView
*component_view;
double
M00 = 0.0,
M01 = 0.0,
M02 = 0.0,
M10 = 0.0,
M11 = 0.0,
M20 = 0.0;
PointInfo
centroid = { 0.0, 0.0 },
ellipse_axis = { 0.0, 0.0 };
RectangleInfo
bounding_box;
const Quantum
*magick_restrict p;
ssize_t
x;
ssize_t
y;
/*
Compute eccentricity of each object.
*/
if (status == MagickFalse)
continue;
component_view=AcquireAuthenticCacheView(component_image,exception);
bounding_box=object[i].bounding_box;
for (y=0; y < (ssize_t) bounding_box.height; y++)
{
if (status == MagickFalse)
continue;
p=GetCacheViewVirtualPixels(component_view,bounding_box.x,
bounding_box.y+y,bounding_box.width,1,exception);
if (p == (const Quantum *) NULL)
{
status=MagickFalse;
break;
}
for (x=0; x < (ssize_t) bounding_box.width; x++)
{
if ((ssize_t) GetPixelIndex(component_image,p) == i)
{
M00++;
M10+=x;
M01+=y;
}
p+=GetPixelChannels(component_image);
}
}
centroid.x=M10*PerceptibleReciprocal(M00);
centroid.y=M01*PerceptibleReciprocal(M00);
for (y=0; y < (ssize_t) bounding_box.height; y++)
{
if (status == MagickFalse)
continue;
p=GetCacheViewVirtualPixels(component_view,bounding_box.x,
bounding_box.y+y,bounding_box.width,1,exception);
if (p == (const Quantum *) NULL)
{
status=MagickFalse;
break;
}
for (x=0; x < (ssize_t) bounding_box.width; x++)
{
if ((ssize_t) GetPixelIndex(component_image,p) == i)
{
M11+=(x-centroid.x)*(y-centroid.y);
M20+=(x-centroid.x)*(x-centroid.x);
M02+=(y-centroid.y)*(y-centroid.y);
}
p+=GetPixelChannels(component_image);
}
}
component_view=DestroyCacheView(component_view);
ellipse_axis.x=sqrt((2.0*PerceptibleReciprocal(M00))*((M20+M02)+
sqrt(4.0*M11*M11+(M20-M02)*(M20-M02))));
ellipse_axis.y=sqrt((2.0*PerceptibleReciprocal(M00))*((M20+M02)-
sqrt(4.0*M11*M11+(M20-M02)*(M20-M02))));
object[i].metric[metric_index]=sqrt(1.0-(ellipse_axis.y*ellipse_axis.y*
PerceptibleReciprocal(ellipse_axis.x*ellipse_axis.x)));
}
}
static void AngleThreshold(const Image *component_image,
CCObjectInfo *object,const ssize_t metric_index,ExceptionInfo *exception)
{
MagickBooleanType
status;
ssize_t
i;
status=MagickTrue;
#if defined(MAGICKCORE_OPENMP_SUPPORT)
#pragma omp parallel for schedule(dynamic) shared(status) \
magick_number_threads(component_image,component_image,component_image->colors,1)
#endif
for (i=0; i < (ssize_t) component_image->colors; i++)
{
CacheView
*component_view;
double
M00 = 0.0,
M01 = 0.0,
M02 = 0.0,
M10 = 0.0,
M11 = 0.0,
M20 = 0.0;
PointInfo
centroid = { 0.0, 0.0 };
RectangleInfo
bounding_box;
const Quantum
*magick_restrict p;
ssize_t
x;
ssize_t
y;
/*
Compute ellipse angle of each object.
*/
if (status == MagickFalse)
continue;
component_view=AcquireAuthenticCacheView(component_image,exception);
bounding_box=object[i].bounding_box;
for (y=0; y < (ssize_t) bounding_box.height; y++)
{
if (status == MagickFalse)
continue;
p=GetCacheViewVirtualPixels(component_view,bounding_box.x,
bounding_box.y+y,bounding_box.width,1,exception);
if (p == (const Quantum *) NULL)
{
status=MagickFalse;
break;
}
for (x=0; x < (ssize_t) bounding_box.width; x++)
{
if ((ssize_t) GetPixelIndex(component_image,p) == i)
{
M00++;
M10+=x;
M01+=y;
}
p+=GetPixelChannels(component_image);
}
}
centroid.x=M10*PerceptibleReciprocal(M00);
centroid.y=M01*PerceptibleReciprocal(M00);
for (y=0; y < (ssize_t) bounding_box.height; y++)
{
if (status == MagickFalse)
continue;
p=GetCacheViewVirtualPixels(component_view,bounding_box.x,
bounding_box.y+y,bounding_box.width,1,exception);
if (p == (const Quantum *) NULL)
{
status=MagickFalse;
break;
}
for (x=0; x < (ssize_t) bounding_box.width; x++)
{
if ((ssize_t) GetPixelIndex(component_image,p) == i)
{
M11+=(x-centroid.x)*(y-centroid.y);
M20+=(x-centroid.x)*(x-centroid.x);
M02+=(y-centroid.y)*(y-centroid.y);
}
p+=GetPixelChannels(component_image);
}
}
component_view=DestroyCacheView(component_view);
object[i].metric[metric_index]=RadiansToDegrees(1.0/2.0*atan(2.0*M11*
PerceptibleReciprocal(M20-M02)));
if (fabs(M11) < 0.0)
{
if ((fabs(M20-M02) >= 0.0) && ((M20-M02) < 0.0))
object[i].metric[metric_index]+=90.0;
}
else
if (M11 < 0.0)
{
if (fabs(M20-M02) >= 0.0)
{
if ((M20-M02) < 0.0)
object[i].metric[metric_index]+=90.0;
else
object[i].metric[metric_index]+=180.0;
}
}
else
if ((fabs(M20-M02) >= 0.0) && ((M20-M02) < 0.0))
object[i].metric[metric_index]+=90.0;
}
}
MagickExport Image *ConnectedComponentsImage(const Image *image,
const size_t connectivity,CCObjectInfo **objects,ExceptionInfo *exception)
{
#define ConnectedComponentsImageTag "ConnectedComponents/Image"
CacheView
*component_view,
*image_view,
*object_view;
CCObjectInfo
*object;
char
*c;
const char
*artifact,
*metrics[CCMaxMetrics];
double
max_threshold,
min_threshold;
Image
*component_image;
MagickBooleanType
status;
MagickOffsetType
progress;
MatrixInfo
*equivalences;
ssize_t
i;
size_t
size;
ssize_t
background_id,
connect4[2][2] = { { -1, 0 }, { 0, -1 } },
connect8[4][2] = { { -1, -1 }, { -1, 0 }, { -1, 1 }, { 0, -1 } },
dx,
dy,
first,
last,
n,
step,
y;
/*
Initialize connected components image attributes.
*/
assert(image != (Image *) NULL);
assert(image->signature == MagickCoreSignature);
if (image->debug != MagickFalse)
(void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename);
assert(exception != (ExceptionInfo *) NULL);
assert(exception->signature == MagickCoreSignature);
if (objects != (CCObjectInfo **) NULL)
*objects=(CCObjectInfo *) NULL;
component_image=CloneImage(image,0,0,MagickTrue,exception);
if (component_image == (Image *) NULL)
return((Image *) NULL);
component_image->depth=MAGICKCORE_QUANTUM_DEPTH;
if (AcquireImageColormap(component_image,MaxColormapSize,exception) == MagickFalse)
{
component_image=DestroyImage(component_image);
ThrowImageException(ResourceLimitError,"MemoryAllocationFailed");
}
/*
Initialize connected components equivalences.
*/
size=image->columns*image->rows;
if (image->columns != (size/image->rows))
{
component_image=DestroyImage(component_image);
ThrowImageException(ResourceLimitError,"MemoryAllocationFailed");
}
equivalences=AcquireMatrixInfo(size,1,sizeof(ssize_t),exception);
if (equivalences == (MatrixInfo *) NULL)
{
component_image=DestroyImage(component_image);
return((Image *) NULL);
}
for (n=0; n < (ssize_t) (image->columns*image->rows); n++)
(void) SetMatrixElement(equivalences,n,0,&n);
object=(CCObjectInfo *) AcquireQuantumMemory(MaxColormapSize,sizeof(*object));
if (object == (CCObjectInfo *) NULL)
{
equivalences=DestroyMatrixInfo(equivalences);
component_image=DestroyImage(component_image);
ThrowImageException(ResourceLimitError,"MemoryAllocationFailed");
}
(void) memset(object,0,MaxColormapSize*sizeof(*object));
for (i=0; i < (ssize_t) MaxColormapSize; i++)
{
object[i].id=i;
object[i].bounding_box.x=(ssize_t) image->columns;
object[i].bounding_box.y=(ssize_t) image->rows;
GetPixelInfo(image,&object[i].color);
}
/*
Find connected components.
*/
status=MagickTrue;
progress=0;
image_view=AcquireVirtualCacheView(image,exception);
for (n=0; n < (ssize_t) (connectivity > 4 ? 4 : 2); n++)
{
if (status == MagickFalse)
continue;
dx=connectivity > 4 ? connect8[n][1] : connect4[n][1];
dy=connectivity > 4 ? connect8[n][0] : connect4[n][0];
for (y=0; y < (ssize_t) image->rows; y++)
{
const Quantum
*magick_restrict p;
ssize_t
x;
if (status == MagickFalse)
continue;
p=GetCacheViewVirtualPixels(image_view,0,y-1,image->columns,3,exception);
if (p == (const Quantum *) NULL)
{
status=MagickFalse;
continue;
}
p+=GetPixelChannels(image)*image->columns;
for (x=0; x < (ssize_t) image->columns; x++)
{
PixelInfo
pixel,
target;
ssize_t
neighbor_offset,
obj,
offset,
ox,
oy,
root;
/*
Is neighbor an authentic pixel and a different color than the pixel?
*/
GetPixelInfoPixel(image,p,&pixel);
if (((x+dx) < 0) || ((x+dx) >= (ssize_t) image->columns) ||
((y+dy) < 0) || ((y+dy) >= (ssize_t) image->rows))
{
p+=GetPixelChannels(image);
continue;
}
neighbor_offset=dy*(GetPixelChannels(image)*image->columns)+dx*
GetPixelChannels(image);
GetPixelInfoPixel(image,p+neighbor_offset,&target);
if (IsFuzzyEquivalencePixelInfo(&pixel,&target) == MagickFalse)
{
p+=GetPixelChannels(image);
continue;
}
/*
Resolve this equivalence.
*/
offset=y*image->columns+x;
neighbor_offset=dy*image->columns+dx;
ox=offset;
status=GetMatrixElement(equivalences,ox,0,&obj);
while (obj != ox)
{
ox=obj;
status=GetMatrixElement(equivalences,ox,0,&obj);
}
oy=offset+neighbor_offset;
status=GetMatrixElement(equivalences,oy,0,&obj);
while (obj != oy)
{
oy=obj;
status=GetMatrixElement(equivalences,oy,0,&obj);
}
if (ox < oy)
{
status=SetMatrixElement(equivalences,oy,0,&ox);
root=ox;
}
else
{
status=SetMatrixElement(equivalences,ox,0,&oy);
root=oy;
}
ox=offset;
status=GetMatrixElement(equivalences,ox,0,&obj);
while (obj != root)
{
status=GetMatrixElement(equivalences,ox,0,&obj);
status=SetMatrixElement(equivalences,ox,0,&root);
}
oy=offset+neighbor_offset;
status=GetMatrixElement(equivalences,oy,0,&obj);
while (obj != root)
{
status=GetMatrixElement(equivalences,oy,0,&obj);
status=SetMatrixElement(equivalences,oy,0,&root);
}
status=SetMatrixElement(equivalences,y*image->columns+x,0,&root);
p+=GetPixelChannels(image);
}
}
}
/*
Label connected components.
*/
n=0;
component_view=AcquireAuthenticCacheView(component_image,exception);
for (y=0; y < (ssize_t) component_image->rows; y++)
{
const Quantum
*magick_restrict p;
Quantum
*magick_restrict q;
ssize_t
x;
if (status == MagickFalse)
continue;
p=GetCacheViewVirtualPixels(image_view,0,y,image->columns,1,exception);
q=QueueCacheViewAuthenticPixels(component_view,0,y,component_image->columns,
1,exception);
if ((p == (const Quantum *) NULL) || (q == (Quantum *) NULL))
{
status=MagickFalse;
continue;
}
for (x=0; x < (ssize_t) component_image->columns; x++)
{
ssize_t
id,
offset;
offset=y*image->columns+x;
status=GetMatrixElement(equivalences,offset,0,&id);
if (id != offset)
status=GetMatrixElement(equivalences,id,0,&id);
else
{
id=n++;
if (id >= (ssize_t) MaxColormapSize)
break;
}
status=SetMatrixElement(equivalences,offset,0,&id);
if (x < object[id].bounding_box.x)
object[id].bounding_box.x=x;
if (x >= (ssize_t) object[id].bounding_box.width)
object[id].bounding_box.width=(size_t) x;
if (y < object[id].bounding_box.y)
object[id].bounding_box.y=y;
if (y >= (ssize_t) object[id].bounding_box.height)
object[id].bounding_box.height=(size_t) y;
object[id].color.red+=QuantumScale*GetPixelRed(image,p);
object[id].color.green+=QuantumScale*GetPixelGreen(image,p);
object[id].color.blue+=QuantumScale*GetPixelBlue(image,p);
if (image->alpha_trait != UndefinedPixelTrait)
object[id].color.alpha+=QuantumScale*GetPixelAlpha(image,p);
if (image->colorspace == CMYKColorspace)
object[id].color.black+=QuantumScale*GetPixelBlack(image,p);
object[id].centroid.x+=x;
object[id].centroid.y+=y;
object[id].area++;
SetPixelIndex(component_image,(Quantum) id,q);
p+=GetPixelChannels(image);
q+=GetPixelChannels(component_image);
}
if (n > (ssize_t) MaxColormapSize)
break;
if (SyncCacheViewAuthenticPixels(component_view,exception) == MagickFalse)
status=MagickFalse;
if (image->progress_monitor != (MagickProgressMonitor) NULL)
{
MagickBooleanType
proceed;
progress++;
proceed=SetImageProgress(image,ConnectedComponentsImageTag,progress,
image->rows);
if (proceed == MagickFalse)
status=MagickFalse;
}
}
component_view=DestroyCacheView(component_view);
image_view=DestroyCacheView(image_view);
equivalences=DestroyMatrixInfo(equivalences);
if (n > (ssize_t) MaxColormapSize)
{
object=(CCObjectInfo *) RelinquishMagickMemory(object);
component_image=DestroyImage(component_image);
ThrowImageException(ResourceLimitError,"TooManyObjects");
}
background_id=0;
min_threshold=0.0;
max_threshold=0.0;
component_image->colors=(size_t) n;
for (i=0; i < (ssize_t) component_image->colors; i++)
{
object[i].bounding_box.width-=(object[i].bounding_box.x-1);
object[i].bounding_box.height-=(object[i].bounding_box.y-1);
object[i].color.red/=(QuantumScale*object[i].area);
object[i].color.green/=(QuantumScale*object[i].area);
object[i].color.blue/=(QuantumScale*object[i].area);
if (image->alpha_trait != UndefinedPixelTrait)
object[i].color.alpha/=(QuantumScale*object[i].area);
if (image->colorspace == CMYKColorspace)
object[i].color.black/=(QuantumScale*object[i].area);
object[i].centroid.x/=object[i].area;
object[i].centroid.y/=object[i].area;
max_threshold+=object[i].area;
if (object[i].area > object[background_id].area)
background_id=i;
}
max_threshold+=MagickEpsilon;
n=(-1);
artifact=GetImageArtifact(image,"connected-components:background-id");
if (artifact != (const char *) NULL)
background_id=(ssize_t) StringToLong(artifact);
artifact=GetImageArtifact(image,"connected-components:area-threshold");
if (artifact != (const char *) NULL)
{
/*
Merge any object not within the min and max area threshold.
*/
(void) sscanf(artifact,"%lf%*[ -]%lf",&min_threshold,&max_threshold);
for (i=0; i < (ssize_t) component_image->colors; i++)
if (((object[i].area < min_threshold) ||
(object[i].area >= max_threshold)) && (i != background_id))
object[i].merge=MagickTrue;
}
artifact=GetImageArtifact(image,"connected-components:keep-colors");
if (artifact != (const char *) NULL)
{
const char
*p;
/*
Keep selected objects based on color, merge others.
*/
for (i=0; i < (ssize_t) component_image->colors; i++)
object[i].merge=MagickTrue;
for (p=artifact; ; )
{
char
color[MagickPathExtent];
PixelInfo
pixel;
const char
*q;
for (q=p; *q != '\0'; q++)
if (*q == ';')
break;
(void) CopyMagickString(color,p,(size_t) MagickMin(q-p+1,
MagickPathExtent));
(void) QueryColorCompliance(color,AllCompliance,&pixel,exception);
for (i=0; i < (ssize_t) component_image->colors; i++)
if (IsFuzzyEquivalencePixelInfo(&object[i].color,&pixel) != MagickFalse)
object[i].merge=MagickFalse;
if (*q == '\0')
break;
p=q+1;
}
}
artifact=GetImageArtifact(image,"connected-components:keep-ids");
if (artifact == (const char *) NULL)
artifact=GetImageArtifact(image,"connected-components:keep");
if (artifact != (const char *) NULL)
{
/*
Keep selected objects based on id, merge others.
*/
for (i=0; i < (ssize_t) component_image->colors; i++)
object[i].merge=MagickTrue;
for (c=(char *) artifact; *c != '\0'; )
{
while ((isspace((int) ((unsigned char) *c)) != 0) || (*c == ','))
c++;
first=(ssize_t) strtol(c,&c,10);
if (first < 0)
first+=(ssize_t) component_image->colors;
last=first;
while (isspace((int) ((unsigned char) *c)) != 0)
c++;
if (*c == '-')
{
last=(ssize_t) strtol(c+1,&c,10);
if (last < 0)
last+=(ssize_t) component_image->colors;
}
step=(ssize_t) (first > last ? -1 : 1);
for ( ; first != (last+step); first+=step)
object[first].merge=MagickFalse;
}
}
artifact=GetImageArtifact(image,"connected-components:keep-top");
if (artifact != (const char *) NULL)
{
CCObjectInfo
*top_objects;
ssize_t
top_ids;
/*
Keep top objects.
*/
top_ids=(ssize_t) StringToLong(artifact);
top_objects=(CCObjectInfo *) AcquireQuantumMemory(component_image->colors,
sizeof(*top_objects));
if (top_objects == (CCObjectInfo *) NULL)
{
object=(CCObjectInfo *) RelinquishMagickMemory(object);
component_image=DestroyImage(component_image);
ThrowImageException(ResourceLimitError,"MemoryAllocationFailed");
}
(void) memcpy(top_objects,object,component_image->colors*sizeof(*object));
qsort((void *) top_objects,component_image->colors,sizeof(*top_objects),
CCObjectInfoCompare);
for (i=top_ids+1; i < (ssize_t) component_image->colors; i++)
object[top_objects[i].id].merge=MagickTrue;
top_objects=(CCObjectInfo *) RelinquishMagickMemory(top_objects);
}
artifact=GetImageArtifact(image,"connected-components:remove-colors");
if (artifact != (const char *) NULL)
{
const char
*p;
/*
Remove selected objects based on color, keep others.
*/
for (p=artifact; ; )
{
char
color[MagickPathExtent];
PixelInfo
pixel;
const char
*q;
for (q=p; *q != '\0'; q++)
if (*q == ';')
break;
(void) CopyMagickString(color,p,(size_t) MagickMin(q-p+1,
MagickPathExtent));
(void) QueryColorCompliance(color,AllCompliance,&pixel,exception);
for (i=0; i < (ssize_t) component_image->colors; i++)
if (IsFuzzyEquivalencePixelInfo(&object[i].color,&pixel) != MagickFalse)
object[i].merge=MagickTrue;
if (*q == '\0')
break;
p=q+1;
}
}
artifact=GetImageArtifact(image,"connected-components:remove-ids");
if (artifact == (const char *) NULL)
artifact=GetImageArtifact(image,"connected-components:remove");
if (artifact != (const char *) NULL)
for (c=(char *) artifact; *c != '\0'; )
{
/*
Remove selected objects based on id, keep others.
*/
while ((isspace((int) ((unsigned char) *c)) != 0) || (*c == ','))
c++;
first=(ssize_t) strtol(c,&c,10);
if (first < 0)
first+=(ssize_t) component_image->colors;
last=first;
while (isspace((int) ((unsigned char) *c)) != 0)
c++;
if (*c == '-')
{
last=(ssize_t) strtol(c+1,&c,10);
if (last < 0)
last+=(ssize_t) component_image->colors;
}
step=(ssize_t) (first > last ? -1 : 1);
for ( ; first != (last+step); first+=step)
object[first].merge=MagickTrue;
}
artifact=GetImageArtifact(image,"connected-components:perimeter-threshold");
if (artifact != (const char *) NULL)
{
/*
Merge any object not within the min and max perimeter threshold.
*/
(void) sscanf(artifact,"%lf%*[ -]%lf",&min_threshold,&max_threshold);
metrics[++n]="perimeter";
PerimeterThreshold(image,object,n,exception);
for (i=0; i < (ssize_t) component_image->colors; i++)
if (((object[i].metric[n] < min_threshold) ||
(object[i].metric[n] >= max_threshold)) && (i != background_id))
object[i].merge=MagickTrue;
}
artifact=GetImageArtifact(image,"connected-components:circularity-threshold");
if (artifact != (const char *) NULL)
{
/*
Merge any object not within the min and max circularity threshold.
*/
(void) sscanf(artifact,"%lf%*[ -]%lf",&min_threshold,&max_threshold);
metrics[++n]="circularity";
CircularityThreshold(image,object,n,exception);
for (i=0; i < (ssize_t) component_image->colors; i++)
if (((object[i].metric[n] < min_threshold) ||
(object[i].metric[n] >= max_threshold)) && (i != background_id))
object[i].merge=MagickTrue;
}
artifact=GetImageArtifact(image,"connected-components:diameter-threshold");
if (artifact != (const char *) NULL)
{
/*
Merge any object not within the min and max diameter threshold.
*/
(void) sscanf(artifact,"%lf%*[ -]%lf",&min_threshold,&max_threshold);
metrics[++n]="diameter";
for (i=0; i < (ssize_t) component_image->colors; i++)
{
object[i].metric[n]=ceil(sqrt(4.0*object[i].area/MagickPI)-0.5);
if (((object[i].metric[n] < min_threshold) ||
(object[i].metric[n] >= max_threshold)) && (i != background_id))
object[i].merge=MagickTrue;
}
}
artifact=GetImageArtifact(image,"connected-components:major-axis-threshold");
if (artifact != (const char *) NULL)
{
/*
Merge any object not within the min and max ellipse major threshold.
*/
(void) sscanf(artifact,"%lf%*[ -]%lf",&min_threshold,&max_threshold);
metrics[++n]="major-axis";
MajorAxisThreshold(component_image,object,n,exception);
for (i=0; i < (ssize_t) component_image->colors; i++)
if (((object[i].metric[n] < min_threshold) ||
(object[i].metric[n] >= max_threshold)) && (i != background_id))
object[i].merge=MagickTrue;
}
artifact=GetImageArtifact(image,"connected-components:minor-axis-threshold");
if (artifact != (const char *) NULL)
{
/*
Merge any object not within the min and max ellipse minor threshold.
*/
(void) sscanf(artifact,"%lf%*[ -]%lf",&min_threshold,&max_threshold);
metrics[++n]="minor-axis";
MinorAxisThreshold(component_image,object,n,exception);
for (i=0; i < (ssize_t) component_image->colors; i++)
if (((object[i].metric[n] < min_threshold) ||
(object[i].metric[n] >= max_threshold)) && (i != background_id))
object[i].merge=MagickTrue;
}
artifact=GetImageArtifact(image,"connected-components:eccentricity-threshold");
if (artifact != (const char *) NULL)
{
/*
Merge any object not within the min and max eccentricity threshold.
*/
(void) sscanf(artifact,"%lf%*[ -]%lf",&min_threshold,&max_threshold);
metrics[++n]="eccentricy";
EccentricityThreshold(component_image,object,n,exception);
for (i=0; i < (ssize_t) component_image->colors; i++)
if (((object[i].metric[n] < min_threshold) ||
(object[i].metric[n] >= max_threshold)) && (i != background_id))
object[i].merge=MagickTrue;
}
artifact=GetImageArtifact(image,"connected-components:angle-threshold");
if (artifact != (const char *) NULL)
{
/*
Merge any object not within the min and max ellipse angle threshold.
*/
(void) sscanf(artifact,"%lf%*[ -]%lf",&min_threshold,&max_threshold);
metrics[++n]="angle";
AngleThreshold(component_image,object,n,exception);
for (i=0; i < (ssize_t) component_image->colors; i++)
if (((object[i].metric[n] < min_threshold) ||
(object[i].metric[n] >= max_threshold)) && (i != background_id))
object[i].merge=MagickTrue;
}
/*
Merge any object not within the min and max area threshold.
*/
component_view=AcquireAuthenticCacheView(component_image,exception);
object_view=AcquireVirtualCacheView(component_image,exception);
for (i=0; i < (ssize_t) component_image->colors; i++)
{
RectangleInfo
bounding_box;
size_t
id;
ssize_t
j;
if (status == MagickFalse)
continue;
if ((object[i].merge == MagickFalse) || (i == background_id))
continue; /* keep object */
/*
Merge this object.
*/
for (j=0; j < (ssize_t) component_image->colors; j++)
object[j].census=0;
bounding_box=object[i].bounding_box;
for (y=0; y < (ssize_t) bounding_box.height; y++)
{
const Quantum
*magick_restrict p;
ssize_t
x;
if (status == MagickFalse)
continue;
p=GetCacheViewVirtualPixels(component_view,bounding_box.x,
bounding_box.y+y,bounding_box.width,1,exception);
if (p == (const Quantum *) NULL)
{
status=MagickFalse;
continue;
}
for (x=0; x < (ssize_t) bounding_box.width; x++)
{
size_t
k;
if (status == MagickFalse)
continue;
j=(ssize_t) GetPixelIndex(component_image,p);
if (j == i)
for (k=0; k < (ssize_t) (connectivity > 4 ? 4 : 2); k++)
{
const Quantum
*q;
/*
Compute area of adjacent objects.
*/
if (status == MagickFalse)
continue;
dx=connectivity > 4 ? connect8[k][1] : connect4[k][1];
dy=connectivity > 4 ? connect8[k][0] : connect4[k][0];
q=GetCacheViewVirtualPixels(object_view,bounding_box.x+x+dx,
bounding_box.y+y+dy,1,1,exception);
if (q == (const Quantum *) NULL)
{
status=MagickFalse;
break;
}
j=(ssize_t) GetPixelIndex(component_image,q);
if (j != i)
object[j].census++;
}
p+=GetPixelChannels(component_image);
}
}
/*
Merge with object of greatest adjacent area.
*/
id=0;
for (j=1; j < (ssize_t) component_image->colors; j++)
if (object[j].census > object[id].census)
id=(size_t) j;
object[i].area=0.0;
for (y=0; y < (ssize_t) bounding_box.height; y++)
{
Quantum
*magick_restrict q;
ssize_t
x;
if (status == MagickFalse)
continue;
q=GetCacheViewAuthenticPixels(component_view,bounding_box.x,
bounding_box.y+y,bounding_box.width,1,exception);
if (q == (Quantum *) NULL)
{
status=MagickFalse;
continue;
}
for (x=0; x < (ssize_t) bounding_box.width; x++)
{
if ((ssize_t) GetPixelIndex(component_image,q) == i)
SetPixelIndex(component_image,(Quantum) id,q);
q+=GetPixelChannels(component_image);
}
if (SyncCacheViewAuthenticPixels(component_view,exception) == MagickFalse)
status=MagickFalse;
}
}
object_view=DestroyCacheView(object_view);
component_view=DestroyCacheView(component_view);
artifact=GetImageArtifact(image,"connected-components:mean-color");
if (IsStringTrue(artifact) != MagickFalse)
{
/*
Replace object with mean color.
*/
for (i=0; i < (ssize_t) component_image->colors; i++)
component_image->colormap[i]=object[i].color;
}
(void) SyncImage(component_image,exception);
artifact=GetImageArtifact(image,"connected-components:verbose");
if ((IsStringTrue(artifact) != MagickFalse) ||
(objects != (CCObjectInfo **) NULL))
{
/*
Report statistics on each unique object.
*/
for (i=0; i < (ssize_t) component_image->colors; i++)
{
object[i].bounding_box.width=0;
object[i].bounding_box.height=0;
object[i].bounding_box.x=(ssize_t) component_image->columns;
object[i].bounding_box.y=(ssize_t) component_image->rows;
object[i].centroid.x=0;
object[i].centroid.y=0;
object[i].census=object[i].area == 0.0 ? 0.0 : 1.0;
object[i].area=0;
}
component_view=AcquireVirtualCacheView(component_image,exception);
for (y=0; y < (ssize_t) component_image->rows; y++)
{
const Quantum
*magick_restrict p;
ssize_t
x;
if (status == MagickFalse)
continue;
p=GetCacheViewVirtualPixels(component_view,0,y,component_image->columns,
1,exception);
if (p == (const Quantum *) NULL)
{
status=MagickFalse;
continue;
}
for (x=0; x < (ssize_t) component_image->columns; x++)
{
size_t
id;
id=(size_t) GetPixelIndex(component_image,p);
if (x < object[id].bounding_box.x)
object[id].bounding_box.x=x;
if (x > (ssize_t) object[id].bounding_box.width)
object[id].bounding_box.width=(size_t) x;
if (y < object[id].bounding_box.y)
object[id].bounding_box.y=y;
if (y > (ssize_t) object[id].bounding_box.height)
object[id].bounding_box.height=(size_t) y;
object[id].centroid.x+=x;
object[id].centroid.y+=y;
object[id].area++;
p+=GetPixelChannels(component_image);
}
}
for (i=0; i < (ssize_t) component_image->colors; i++)
{
object[i].bounding_box.width-=(object[i].bounding_box.x-1);
object[i].bounding_box.height-=(object[i].bounding_box.y-1);
object[i].centroid.x=object[i].centroid.x/object[i].area;
object[i].centroid.y=object[i].centroid.y/object[i].area;
}
component_view=DestroyCacheView(component_view);
qsort((void *) object,component_image->colors,sizeof(*object),
CCObjectInfoCompare);
if (objects == (CCObjectInfo **) NULL)
{
ssize_t
j;
artifact=GetImageArtifact(image,
"connected-components:exclude-header");
if (IsStringTrue(artifact) == MagickFalse)
{
(void) fprintf(stdout,"Objects (");
artifact=GetImageArtifact(image,
"connected-components:exclude-ids");
if (IsStringTrue(artifact) == MagickFalse)
(void) fprintf(stdout,"id: ");
(void) fprintf(stdout,"bounding-box centroid area mean-color");
for (j=0; j <= n; j++)
(void) fprintf(stdout," %s",metrics[j]);
(void) fprintf(stdout,"):\n");
}
for (i=0; i < (ssize_t) component_image->colors; i++)
if (object[i].census > 0.0)
{
char
mean_color[MagickPathExtent];
GetColorTuple(&object[i].color,MagickFalse,mean_color);
(void) fprintf(stdout," ");
artifact=GetImageArtifact(image,
"connected-components:exclude-ids");
if (IsStringTrue(artifact) == MagickFalse)
(void) fprintf(stdout,"%.20g: ",(double) object[i].id);
(void) fprintf(stdout,
"%.20gx%.20g%+.20g%+.20g %.1f,%.1f %.*g %s",(double)
object[i].bounding_box.width,(double)
object[i].bounding_box.height,(double)
object[i].bounding_box.x,(double) object[i].bounding_box.y,
object[i].centroid.x,object[i].centroid.y,
GetMagickPrecision(),(double) object[i].area,mean_color);
for (j=0; j <= n; j++)
(void) fprintf(stdout," %.*g",GetMagickPrecision(),
object[i].metric[j]);
(void) fprintf(stdout,"\n");
}
}
}
if (objects == (CCObjectInfo **) NULL)
object=(CCObjectInfo *) RelinquishMagickMemory(object);
else
*objects=object;
return(component_image);
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
% I n t e g r a l I m a g e %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% IntegralImage() returns the sum of values (pixel values) in the image.
%
% The format of the IntegralImage method is:
%
% Image *IntegralImage(const Image *image,ExceptionInfo *exception)
%
% A description of each parameter follows:
%
% o image: the image.
%
% o exception: return any errors or warnings in this structure.
%
*/
MagickExport Image *IntegralImage(const Image *image,ExceptionInfo *exception)
{
#define IntegralImageTag "Integral/Image"
CacheView
*image_view,
*integral_view;
Image
*integral_image;
MagickBooleanType
status;
MagickOffsetType
progress;
ssize_t
y;
/*
Initialize integral image.
*/
assert(image != (const Image *) NULL);
assert(image->signature == MagickCoreSignature);
if (image->debug != MagickFalse)
(void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename);
assert(exception != (ExceptionInfo *) NULL);
assert(exception->signature == MagickCoreSignature);
integral_image=CloneImage(image,0,0,MagickTrue,exception);
if (integral_image == (Image *) NULL)
return((Image *) NULL);
if (SetImageStorageClass(integral_image,DirectClass,exception) == MagickFalse)
{
integral_image=DestroyImage(integral_image);
return((Image *) NULL);
}
/*
Calculate the sum of values (pixel values) in the image.
*/
status=MagickTrue;
progress=0;
image_view=AcquireVirtualCacheView(integral_image,exception);
integral_view=AcquireAuthenticCacheView(integral_image,exception);
for (y=0; y < (ssize_t) integral_image->rows; y++)
{
const Quantum
*magick_restrict p;
MagickBooleanType
sync;
Quantum
*magick_restrict q;
ssize_t
x;
if (status == MagickFalse)
continue;
p=GetCacheViewVirtualPixels(integral_view,0,y-1,integral_image->columns,1,
exception);
q=GetCacheViewAuthenticPixels(integral_view,0,y,integral_image->columns,1,
exception);
if ((p == (const Quantum *) NULL) || (p == (Quantum *) NULL))
{
status=MagickFalse;
continue;
}
for (x=0; x < (ssize_t) integral_image->columns; x++)
{
ssize_t
i;
for (i=0; i < (ssize_t) GetPixelChannels(integral_image); i++)
{
double
sum;
PixelTrait traits = GetPixelChannelTraits(integral_image,
(PixelChannel) i);
if (traits == UndefinedPixelTrait)
continue;
if ((traits & CopyPixelTrait) != 0)
continue;
sum=(double) q[i];
if (x > 0)
sum+=(q-GetPixelChannels(integral_image))[i];
if (y > 0)
sum+=p[i];
if ((x > 0) && (y > 0))
sum-=(p-GetPixelChannels(integral_image))[i];
q[i]=ClampToQuantum(sum);
}
p+=GetPixelChannels(integral_image);
q+=GetPixelChannels(integral_image);
}
sync=SyncCacheViewAuthenticPixels(integral_view,exception);
if (sync == MagickFalse)
status=MagickFalse;
if (image->progress_monitor != (MagickProgressMonitor) NULL)
{
MagickBooleanType
proceed;
progress++;
proceed=SetImageProgress(integral_image,IntegralImageTag,progress,
integral_image->rows);
if (proceed == MagickFalse)
status=MagickFalse;
}
}
integral_view=DestroyCacheView(integral_view);
image_view=DestroyCacheView(image_view);
if (status == MagickFalse)
integral_image=DestroyImage(integral_image);
return(integral_image);
}
|
veccopy_kernels.c | #include <stdio.h>
#include <omp.h>
int main()
{
int N = 100000;
int a[N];
int b[N];
int c[N];
int i;
for (i=0; i<N; i++)
a[i]=0;
for (i=0; i<N; i++)
b[i]=i;
for (i=0; i<N; i++)
c[i]=i;
#pragma omp target parallel for
{
for (int j = 0; j< N; j++)
a[j]=b[j];
}
#pragma omp target teams distribute parallel for
{
for (int j = 0; j< N; j++)
c[j]=b[j];
}
int rc = 0;
for (i=0; i<N; i++)
if (a[i] != b[i] || c[i] != b[i]) {
rc++;
printf ("Wrong value: a[%d]=%d c[%d]=%d\n", i, a[i], i, c[i]);
}
if (!rc)
printf("Success\n");
return rc;
}
|
GB_unaryop__ainv_fp64_bool.c | //------------------------------------------------------------------------------
// GB_unaryop: hard-coded functions for each built-in unary operator
//------------------------------------------------------------------------------
// SuiteSparse:GraphBLAS, Timothy A. Davis, (c) 2017-2019, All Rights Reserved.
// http://suitesparse.com See GraphBLAS/Doc/License.txt for license.
//------------------------------------------------------------------------------
// If this file is in the Generated/ folder, do not edit it (auto-generated).
#include "GB.h"
#ifndef GBCOMPACT
#include "GB_control.h"
#include "GB_iterator.h"
#include "GB_unaryop__include.h"
// C=unop(A) is defined by the following types and operators:
// op(A) function: GB_unop__ainv_fp64_bool
// op(A') function: GB_tran__ainv_fp64_bool
// C type: double
// A type: bool
// cast: double cij = (double) aij
// unaryop: cij = -aij
#define GB_ATYPE \
bool
#define GB_CTYPE \
double
// aij = Ax [pA]
#define GB_GETA(aij,Ax,pA) \
bool aij = Ax [pA]
#define GB_CX(p) Cx [p]
// unary operator
#define GB_OP(z, x) \
z = -x ;
// casting
#define GB_CASTING(z, x) \
double z = (double) x ;
// cij = op (cast (aij))
#define GB_CAST_OP(pC,pA) \
{ \
/* aij = Ax [pA] */ \
GB_GETA (aij, Ax, pA) ; \
/* Cx [pC] = op (cast (aij)) */ \
GB_CASTING (x, aij) ; \
GB_OP (GB_CX (pC), x) ; \
}
// disable this operator and use the generic case if these conditions hold
#define GB_DISABLE \
(GxB_NO_AINV || GxB_NO_FP64 || GxB_NO_BOOL)
//------------------------------------------------------------------------------
// Cx = op (cast (Ax)): apply a unary operator
//------------------------------------------------------------------------------
GrB_Info GB_unop__ainv_fp64_bool
(
double *restrict Cx,
const bool *restrict Ax,
int64_t anz,
int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
#pragma omp parallel for num_threads(nthreads) schedule(static)
for (int64_t p = 0 ; p < anz ; p++)
{
GB_CAST_OP (p, p) ;
}
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// C = op (cast (A')): transpose, typecast, and apply a unary operator
//------------------------------------------------------------------------------
GrB_Info GB_tran__ainv_fp64_bool
(
GrB_Matrix C,
const GrB_Matrix A,
int64_t *restrict *Rowcounts,
GBI_single_iterator Iter,
const int64_t *restrict A_slice,
int naslice
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
#define GB_PHASE_2_OF_2
#include "GB_unaryop_transpose.c"
return (GrB_SUCCESS) ;
#endif
}
#endif
|
OpenMPClause.h | //===- OpenMPClause.h - Classes for OpenMP clauses --------------*- C++ -*-===//
//
// The LLVM Compiler Infrastructure
//
// This file is distributed under the University of Illinois Open Source
// License. See LICENSE.TXT for details.
//
//===----------------------------------------------------------------------===//
/// \file
/// \brief This file defines OpenMP AST classes for clauses.
/// There are clauses for executable directives, clauses for declarative
/// directives and clauses which can be used in both kinds of directives.
///
//===----------------------------------------------------------------------===//
#ifndef LLVM_CLANG_AST_OPENMPCLAUSE_H
#define LLVM_CLANG_AST_OPENMPCLAUSE_H
#include "clang/AST/Expr.h"
#include "clang/AST/Stmt.h"
#include "clang/Basic/OpenMPKinds.h"
#include "clang/Basic/SourceLocation.h"
namespace clang {
//===----------------------------------------------------------------------===//
// AST classes for clauses.
//===----------------------------------------------------------------------===//
/// \brief This is a basic class for representing single OpenMP clause.
///
class OMPClause {
/// \brief Starting location of the clause (the clause keyword).
SourceLocation StartLoc;
/// \brief Ending location of the clause.
SourceLocation EndLoc;
/// \brief Kind of the clause.
OpenMPClauseKind Kind;
protected:
OMPClause(OpenMPClauseKind K, SourceLocation StartLoc, SourceLocation EndLoc)
: StartLoc(StartLoc), EndLoc(EndLoc), Kind(K) {}
public:
/// \brief Returns the starting location of the clause.
SourceLocation getLocStart() const { return StartLoc; }
/// \brief Returns the ending location of the clause.
SourceLocation getLocEnd() const { return EndLoc; }
/// \brief Sets the starting location of the clause.
void setLocStart(SourceLocation Loc) { StartLoc = Loc; }
/// \brief Sets the ending location of the clause.
void setLocEnd(SourceLocation Loc) { EndLoc = Loc; }
/// \brief Returns kind of OpenMP clause (private, shared, reduction, etc.).
OpenMPClauseKind getClauseKind() const { return Kind; }
bool isImplicit() const { return StartLoc.isInvalid(); }
typedef StmtIterator child_iterator;
typedef ConstStmtIterator const_child_iterator;
typedef llvm::iterator_range<child_iterator> child_range;
typedef llvm::iterator_range<const_child_iterator> const_child_range;
child_range children();
const_child_range children() const {
auto Children = const_cast<OMPClause *>(this)->children();
return const_child_range(Children.begin(), Children.end());
}
static bool classof(const OMPClause *) { return true; }
};
/// Class that handles pre-initialization statement for some clauses, like
/// 'shedule', 'firstprivate' etc.
class OMPClauseWithPreInit {
friend class OMPClauseReader;
/// Pre-initialization statement for the clause.
Stmt *PreInit;
protected:
/// Set pre-initialization statement for the clause.
void setPreInitStmt(Stmt *S) { PreInit = S; }
OMPClauseWithPreInit(const OMPClause *This) : PreInit(nullptr) {
assert(get(This) && "get is not tuned for pre-init.");
}
public:
/// Get pre-initialization statement for the clause.
const Stmt *getPreInitStmt() const { return PreInit; }
/// Get pre-initialization statement for the clause.
Stmt *getPreInitStmt() { return PreInit; }
static OMPClauseWithPreInit *get(OMPClause *C);
static const OMPClauseWithPreInit *get(const OMPClause *C);
};
/// Class that handles post-update expression for some clauses, like
/// 'lastprivate', 'reduction' etc.
class OMPClauseWithPostUpdate : public OMPClauseWithPreInit {
friend class OMPClauseReader;
/// Post-update expression for the clause.
Expr *PostUpdate;
protected:
/// Set pre-initialization statement for the clause.
void setPostUpdateExpr(Expr *S) { PostUpdate = S; }
OMPClauseWithPostUpdate(const OMPClause *This)
: OMPClauseWithPreInit(This), PostUpdate(nullptr) {
assert(get(This) && "get is not tuned for post-update.");
}
public:
/// Get post-update expression for the clause.
const Expr *getPostUpdateExpr() const { return PostUpdate; }
/// Get post-update expression for the clause.
Expr *getPostUpdateExpr() { return PostUpdate; }
static OMPClauseWithPostUpdate *get(OMPClause *C);
static const OMPClauseWithPostUpdate *get(const OMPClause *C);
};
/// \brief This represents clauses with the list of variables like 'private',
/// 'firstprivate', 'copyin', 'shared', or 'reduction' clauses in the
/// '#pragma omp ...' directives.
template <class T> class OMPVarListClause : public OMPClause {
friend class OMPClauseReader;
/// \brief Location of '('.
SourceLocation LParenLoc;
/// \brief Number of variables in the list.
unsigned NumVars;
protected:
/// \brief Fetches list of variables associated with this clause.
MutableArrayRef<Expr *> getVarRefs() {
return MutableArrayRef<Expr *>(
static_cast<T *>(this)->template getTrailingObjects<Expr *>(), NumVars);
}
/// \brief Sets the list of variables for this clause.
void setVarRefs(ArrayRef<Expr *> VL) {
assert(VL.size() == NumVars &&
"Number of variables is not the same as the preallocated buffer");
std::copy(VL.begin(), VL.end(),
static_cast<T *>(this)->template getTrailingObjects<Expr *>());
}
/// \brief Build a clause with \a N variables
///
/// \param K Kind of the clause.
/// \param StartLoc Starting location of the clause (the clause keyword).
/// \param LParenLoc Location of '('.
/// \param EndLoc Ending location of the clause.
/// \param N Number of the variables in the clause.
///
OMPVarListClause(OpenMPClauseKind K, SourceLocation StartLoc,
SourceLocation LParenLoc, SourceLocation EndLoc, unsigned N)
: OMPClause(K, StartLoc, EndLoc), LParenLoc(LParenLoc), NumVars(N) {}
public:
typedef MutableArrayRef<Expr *>::iterator varlist_iterator;
typedef ArrayRef<const Expr *>::iterator varlist_const_iterator;
typedef llvm::iterator_range<varlist_iterator> varlist_range;
typedef llvm::iterator_range<varlist_const_iterator> varlist_const_range;
unsigned varlist_size() const { return NumVars; }
bool varlist_empty() const { return NumVars == 0; }
varlist_range varlists() {
return varlist_range(varlist_begin(), varlist_end());
}
varlist_const_range varlists() const {
return varlist_const_range(varlist_begin(), varlist_end());
}
varlist_iterator varlist_begin() { return getVarRefs().begin(); }
varlist_iterator varlist_end() { return getVarRefs().end(); }
varlist_const_iterator varlist_begin() const { return getVarRefs().begin(); }
varlist_const_iterator varlist_end() const { return getVarRefs().end(); }
/// \brief Sets the location of '('.
void setLParenLoc(SourceLocation Loc) { LParenLoc = Loc; }
/// \brief Returns the location of '('.
SourceLocation getLParenLoc() const { return LParenLoc; }
/// \brief Fetches list of all variables in the clause.
ArrayRef<const Expr *> getVarRefs() const {
return llvm::makeArrayRef(
static_cast<const T *>(this)->template getTrailingObjects<Expr *>(),
NumVars);
}
};
/// \brief This represents 'if' clause in the '#pragma omp ...' directive.
///
/// \code
/// #pragma omp parallel if(parallel:a > 5)
/// \endcode
/// In this example directive '#pragma omp parallel' has simple 'if' clause with
/// condition 'a > 5' and directive name modifier 'parallel'.
///
class OMPIfClause : public OMPClause {
friend class OMPClauseReader;
/// \brief Location of '('.
SourceLocation LParenLoc;
/// \brief Condition of the 'if' clause.
Stmt *Condition;
/// \brief Location of ':' (if any).
SourceLocation ColonLoc;
/// \brief Directive name modifier for the clause.
OpenMPDirectiveKind NameModifier;
/// \brief Name modifier location.
SourceLocation NameModifierLoc;
/// \brief Set condition.
///
void setCondition(Expr *Cond) { Condition = Cond; }
/// \brief Set directive name modifier for the clause.
///
void setNameModifier(OpenMPDirectiveKind NM) { NameModifier = NM; }
/// \brief Set location of directive name modifier for the clause.
///
void setNameModifierLoc(SourceLocation Loc) { NameModifierLoc = Loc; }
/// \brief Set location of ':'.
///
void setColonLoc(SourceLocation Loc) { ColonLoc = Loc; }
public:
/// \brief Build 'if' clause with condition \a Cond.
///
/// \param NameModifier [OpenMP 4.1] Directive name modifier of clause.
/// \param Cond Condition of the clause.
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param NameModifierLoc Location of directive name modifier.
/// \param ColonLoc [OpenMP 4.1] Location of ':'.
/// \param EndLoc Ending location of the clause.
///
OMPIfClause(OpenMPDirectiveKind NameModifier, Expr *Cond,
SourceLocation StartLoc, SourceLocation LParenLoc,
SourceLocation NameModifierLoc, SourceLocation ColonLoc,
SourceLocation EndLoc)
: OMPClause(OMPC_if, StartLoc, EndLoc), LParenLoc(LParenLoc),
Condition(Cond), ColonLoc(ColonLoc), NameModifier(NameModifier),
NameModifierLoc(NameModifierLoc) {}
/// \brief Build an empty clause.
///
OMPIfClause()
: OMPClause(OMPC_if, SourceLocation(), SourceLocation()), LParenLoc(),
Condition(nullptr), ColonLoc(), NameModifier(OMPD_unknown),
NameModifierLoc() {}
/// \brief Sets the location of '('.
void setLParenLoc(SourceLocation Loc) { LParenLoc = Loc; }
/// \brief Returns the location of '('.
SourceLocation getLParenLoc() const { return LParenLoc; }
/// \brief Return the location of ':'.
SourceLocation getColonLoc() const { return ColonLoc; }
/// \brief Returns condition.
Expr *getCondition() const { return cast_or_null<Expr>(Condition); }
/// \brief Return directive name modifier associated with the clause.
OpenMPDirectiveKind getNameModifier() const { return NameModifier; }
/// \brief Return the location of directive name modifier.
SourceLocation getNameModifierLoc() const { return NameModifierLoc; }
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_if;
}
child_range children() { return child_range(&Condition, &Condition + 1); }
};
/// \brief This represents 'final' clause in the '#pragma omp ...' directive.
///
/// \code
/// #pragma omp task final(a > 5)
/// \endcode
/// In this example directive '#pragma omp task' has simple 'final'
/// clause with condition 'a > 5'.
///
class OMPFinalClause : public OMPClause {
friend class OMPClauseReader;
/// \brief Location of '('.
SourceLocation LParenLoc;
/// \brief Condition of the 'if' clause.
Stmt *Condition;
/// \brief Set condition.
///
void setCondition(Expr *Cond) { Condition = Cond; }
public:
/// \brief Build 'final' clause with condition \a Cond.
///
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param Cond Condition of the clause.
/// \param EndLoc Ending location of the clause.
///
OMPFinalClause(Expr *Cond, SourceLocation StartLoc, SourceLocation LParenLoc,
SourceLocation EndLoc)
: OMPClause(OMPC_final, StartLoc, EndLoc), LParenLoc(LParenLoc),
Condition(Cond) {}
/// \brief Build an empty clause.
///
OMPFinalClause()
: OMPClause(OMPC_final, SourceLocation(), SourceLocation()),
LParenLoc(SourceLocation()), Condition(nullptr) {}
/// \brief Sets the location of '('.
void setLParenLoc(SourceLocation Loc) { LParenLoc = Loc; }
/// \brief Returns the location of '('.
SourceLocation getLParenLoc() const { return LParenLoc; }
/// \brief Returns condition.
Expr *getCondition() const { return cast_or_null<Expr>(Condition); }
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_final;
}
child_range children() { return child_range(&Condition, &Condition + 1); }
};
/// \brief This represents 'num_threads' clause in the '#pragma omp ...'
/// directive.
///
/// \code
/// #pragma omp parallel num_threads(6)
/// \endcode
/// In this example directive '#pragma omp parallel' has simple 'num_threads'
/// clause with number of threads '6'.
///
class OMPNumThreadsClause : public OMPClause {
friend class OMPClauseReader;
/// \brief Location of '('.
SourceLocation LParenLoc;
/// \brief Condition of the 'num_threads' clause.
Stmt *NumThreads;
/// \brief Set condition.
///
void setNumThreads(Expr *NThreads) { NumThreads = NThreads; }
public:
/// \brief Build 'num_threads' clause with condition \a NumThreads.
///
/// \param NumThreads Number of threads for the construct.
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param EndLoc Ending location of the clause.
///
OMPNumThreadsClause(Expr *NumThreads, SourceLocation StartLoc,
SourceLocation LParenLoc, SourceLocation EndLoc)
: OMPClause(OMPC_num_threads, StartLoc, EndLoc), LParenLoc(LParenLoc),
NumThreads(NumThreads) {}
/// \brief Build an empty clause.
///
OMPNumThreadsClause()
: OMPClause(OMPC_num_threads, SourceLocation(), SourceLocation()),
LParenLoc(SourceLocation()), NumThreads(nullptr) {}
/// \brief Sets the location of '('.
void setLParenLoc(SourceLocation Loc) { LParenLoc = Loc; }
/// \brief Returns the location of '('.
SourceLocation getLParenLoc() const { return LParenLoc; }
/// \brief Returns number of threads.
Expr *getNumThreads() const { return cast_or_null<Expr>(NumThreads); }
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_num_threads;
}
child_range children() { return child_range(&NumThreads, &NumThreads + 1); }
};
/// \brief This represents 'safelen' clause in the '#pragma omp ...'
/// directive.
///
/// \code
/// #pragma omp simd safelen(4)
/// \endcode
/// In this example directive '#pragma omp simd' has clause 'safelen'
/// with single expression '4'.
/// If the safelen clause is used then no two iterations executed
/// concurrently with SIMD instructions can have a greater distance
/// in the logical iteration space than its value. The parameter of
/// the safelen clause must be a constant positive integer expression.
///
class OMPSafelenClause : public OMPClause {
friend class OMPClauseReader;
/// \brief Location of '('.
SourceLocation LParenLoc;
/// \brief Safe iteration space distance.
Stmt *Safelen;
/// \brief Set safelen.
void setSafelen(Expr *Len) { Safelen = Len; }
public:
/// \brief Build 'safelen' clause.
///
/// \param Len Expression associated with this clause.
/// \param StartLoc Starting location of the clause.
/// \param EndLoc Ending location of the clause.
///
OMPSafelenClause(Expr *Len, SourceLocation StartLoc, SourceLocation LParenLoc,
SourceLocation EndLoc)
: OMPClause(OMPC_safelen, StartLoc, EndLoc), LParenLoc(LParenLoc),
Safelen(Len) {}
/// \brief Build an empty clause.
///
explicit OMPSafelenClause()
: OMPClause(OMPC_safelen, SourceLocation(), SourceLocation()),
LParenLoc(SourceLocation()), Safelen(nullptr) {}
/// \brief Sets the location of '('.
void setLParenLoc(SourceLocation Loc) { LParenLoc = Loc; }
/// \brief Returns the location of '('.
SourceLocation getLParenLoc() const { return LParenLoc; }
/// \brief Return safe iteration space distance.
Expr *getSafelen() const { return cast_or_null<Expr>(Safelen); }
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_safelen;
}
child_range children() { return child_range(&Safelen, &Safelen + 1); }
};
/// \brief This represents 'simdlen' clause in the '#pragma omp ...'
/// directive.
///
/// \code
/// #pragma omp simd simdlen(4)
/// \endcode
/// In this example directive '#pragma omp simd' has clause 'simdlen'
/// with single expression '4'.
/// If the 'simdlen' clause is used then it specifies the preferred number of
/// iterations to be executed concurrently. The parameter of the 'simdlen'
/// clause must be a constant positive integer expression.
///
class OMPSimdlenClause : public OMPClause {
friend class OMPClauseReader;
/// \brief Location of '('.
SourceLocation LParenLoc;
/// \brief Safe iteration space distance.
Stmt *Simdlen;
/// \brief Set simdlen.
void setSimdlen(Expr *Len) { Simdlen = Len; }
public:
/// \brief Build 'simdlen' clause.
///
/// \param Len Expression associated with this clause.
/// \param StartLoc Starting location of the clause.
/// \param EndLoc Ending location of the clause.
///
OMPSimdlenClause(Expr *Len, SourceLocation StartLoc, SourceLocation LParenLoc,
SourceLocation EndLoc)
: OMPClause(OMPC_simdlen, StartLoc, EndLoc), LParenLoc(LParenLoc),
Simdlen(Len) {}
/// \brief Build an empty clause.
///
explicit OMPSimdlenClause()
: OMPClause(OMPC_simdlen, SourceLocation(), SourceLocation()),
LParenLoc(SourceLocation()), Simdlen(nullptr) {}
/// \brief Sets the location of '('.
void setLParenLoc(SourceLocation Loc) { LParenLoc = Loc; }
/// \brief Returns the location of '('.
SourceLocation getLParenLoc() const { return LParenLoc; }
/// \brief Return safe iteration space distance.
Expr *getSimdlen() const { return cast_or_null<Expr>(Simdlen); }
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_simdlen;
}
child_range children() { return child_range(&Simdlen, &Simdlen + 1); }
};
/// \brief This represents 'collapse' clause in the '#pragma omp ...'
/// directive.
///
/// \code
/// #pragma omp simd collapse(3)
/// \endcode
/// In this example directive '#pragma omp simd' has clause 'collapse'
/// with single expression '3'.
/// The parameter must be a constant positive integer expression, it specifies
/// the number of nested loops that should be collapsed into a single iteration
/// space.
///
class OMPCollapseClause : public OMPClause {
friend class OMPClauseReader;
/// \brief Location of '('.
SourceLocation LParenLoc;
/// \brief Number of for-loops.
Stmt *NumForLoops;
/// \brief Set the number of associated for-loops.
void setNumForLoops(Expr *Num) { NumForLoops = Num; }
public:
/// \brief Build 'collapse' clause.
///
/// \param Num Expression associated with this clause.
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param EndLoc Ending location of the clause.
///
OMPCollapseClause(Expr *Num, SourceLocation StartLoc,
SourceLocation LParenLoc, SourceLocation EndLoc)
: OMPClause(OMPC_collapse, StartLoc, EndLoc), LParenLoc(LParenLoc),
NumForLoops(Num) {}
/// \brief Build an empty clause.
///
explicit OMPCollapseClause()
: OMPClause(OMPC_collapse, SourceLocation(), SourceLocation()),
LParenLoc(SourceLocation()), NumForLoops(nullptr) {}
/// \brief Sets the location of '('.
void setLParenLoc(SourceLocation Loc) { LParenLoc = Loc; }
/// \brief Returns the location of '('.
SourceLocation getLParenLoc() const { return LParenLoc; }
/// \brief Return the number of associated for-loops.
Expr *getNumForLoops() const { return cast_or_null<Expr>(NumForLoops); }
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_collapse;
}
child_range children() { return child_range(&NumForLoops, &NumForLoops + 1); }
};
/// \brief This represents 'default' clause in the '#pragma omp ...' directive.
///
/// \code
/// #pragma omp parallel default(shared)
/// \endcode
/// In this example directive '#pragma omp parallel' has simple 'default'
/// clause with kind 'shared'.
///
class OMPDefaultClause : public OMPClause {
friend class OMPClauseReader;
/// \brief Location of '('.
SourceLocation LParenLoc;
/// \brief A kind of the 'default' clause.
OpenMPDefaultClauseKind Kind;
/// \brief Start location of the kind in source code.
SourceLocation KindKwLoc;
/// \brief Set kind of the clauses.
///
/// \param K Argument of clause.
///
void setDefaultKind(OpenMPDefaultClauseKind K) { Kind = K; }
/// \brief Set argument location.
///
/// \param KLoc Argument location.
///
void setDefaultKindKwLoc(SourceLocation KLoc) { KindKwLoc = KLoc; }
public:
/// \brief Build 'default' clause with argument \a A ('none' or 'shared').
///
/// \param A Argument of the clause ('none' or 'shared').
/// \param ALoc Starting location of the argument.
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param EndLoc Ending location of the clause.
///
OMPDefaultClause(OpenMPDefaultClauseKind A, SourceLocation ALoc,
SourceLocation StartLoc, SourceLocation LParenLoc,
SourceLocation EndLoc)
: OMPClause(OMPC_default, StartLoc, EndLoc), LParenLoc(LParenLoc),
Kind(A), KindKwLoc(ALoc) {}
/// \brief Build an empty clause.
///
OMPDefaultClause()
: OMPClause(OMPC_default, SourceLocation(), SourceLocation()),
LParenLoc(SourceLocation()), Kind(OMPC_DEFAULT_unknown),
KindKwLoc(SourceLocation()) {}
/// \brief Sets the location of '('.
void setLParenLoc(SourceLocation Loc) { LParenLoc = Loc; }
/// \brief Returns the location of '('.
SourceLocation getLParenLoc() const { return LParenLoc; }
/// \brief Returns kind of the clause.
OpenMPDefaultClauseKind getDefaultKind() const { return Kind; }
/// \brief Returns location of clause kind.
SourceLocation getDefaultKindKwLoc() const { return KindKwLoc; }
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_default;
}
child_range children() {
return child_range(child_iterator(), child_iterator());
}
};
/// \brief This represents 'proc_bind' clause in the '#pragma omp ...'
/// directive.
///
/// \code
/// #pragma omp parallel proc_bind(master)
/// \endcode
/// In this example directive '#pragma omp parallel' has simple 'proc_bind'
/// clause with kind 'master'.
///
class OMPProcBindClause : public OMPClause {
friend class OMPClauseReader;
/// \brief Location of '('.
SourceLocation LParenLoc;
/// \brief A kind of the 'proc_bind' clause.
OpenMPProcBindClauseKind Kind;
/// \brief Start location of the kind in source code.
SourceLocation KindKwLoc;
/// \brief Set kind of the clause.
///
/// \param K Kind of clause.
///
void setProcBindKind(OpenMPProcBindClauseKind K) { Kind = K; }
/// \brief Set clause kind location.
///
/// \param KLoc Kind location.
///
void setProcBindKindKwLoc(SourceLocation KLoc) { KindKwLoc = KLoc; }
public:
/// \brief Build 'proc_bind' clause with argument \a A ('master', 'close' or
/// 'spread').
///
/// \param A Argument of the clause ('master', 'close' or 'spread').
/// \param ALoc Starting location of the argument.
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param EndLoc Ending location of the clause.
///
OMPProcBindClause(OpenMPProcBindClauseKind A, SourceLocation ALoc,
SourceLocation StartLoc, SourceLocation LParenLoc,
SourceLocation EndLoc)
: OMPClause(OMPC_proc_bind, StartLoc, EndLoc), LParenLoc(LParenLoc),
Kind(A), KindKwLoc(ALoc) {}
/// \brief Build an empty clause.
///
OMPProcBindClause()
: OMPClause(OMPC_proc_bind, SourceLocation(), SourceLocation()),
LParenLoc(SourceLocation()), Kind(OMPC_PROC_BIND_unknown),
KindKwLoc(SourceLocation()) {}
/// \brief Sets the location of '('.
void setLParenLoc(SourceLocation Loc) { LParenLoc = Loc; }
/// \brief Returns the location of '('.
SourceLocation getLParenLoc() const { return LParenLoc; }
/// \brief Returns kind of the clause.
OpenMPProcBindClauseKind getProcBindKind() const { return Kind; }
/// \brief Returns location of clause kind.
SourceLocation getProcBindKindKwLoc() const { return KindKwLoc; }
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_proc_bind;
}
child_range children() {
return child_range(child_iterator(), child_iterator());
}
};
/// \brief This represents 'schedule' clause in the '#pragma omp ...' directive.
///
/// \code
/// #pragma omp for schedule(static, 3)
/// \endcode
/// In this example directive '#pragma omp for' has 'schedule' clause with
/// arguments 'static' and '3'.
///
class OMPScheduleClause : public OMPClause, public OMPClauseWithPreInit {
friend class OMPClauseReader;
/// \brief Location of '('.
SourceLocation LParenLoc;
/// \brief A kind of the 'schedule' clause.
OpenMPScheduleClauseKind Kind;
/// \brief Modifiers for 'schedule' clause.
enum {FIRST, SECOND, NUM_MODIFIERS};
OpenMPScheduleClauseModifier Modifiers[NUM_MODIFIERS];
/// \brief Locations of modifiers.
SourceLocation ModifiersLoc[NUM_MODIFIERS];
/// \brief Start location of the schedule ind in source code.
SourceLocation KindLoc;
/// \brief Location of ',' (if any).
SourceLocation CommaLoc;
/// \brief Chunk size.
Expr *ChunkSize;
/// \brief Set schedule kind.
///
/// \param K Schedule kind.
///
void setScheduleKind(OpenMPScheduleClauseKind K) { Kind = K; }
/// \brief Set the first schedule modifier.
///
/// \param M Schedule modifier.
///
void setFirstScheduleModifier(OpenMPScheduleClauseModifier M) {
Modifiers[FIRST] = M;
}
/// \brief Set the second schedule modifier.
///
/// \param M Schedule modifier.
///
void setSecondScheduleModifier(OpenMPScheduleClauseModifier M) {
Modifiers[SECOND] = M;
}
/// \brief Set location of the first schedule modifier.
///
void setFirstScheduleModifierLoc(SourceLocation Loc) {
ModifiersLoc[FIRST] = Loc;
}
/// \brief Set location of the second schedule modifier.
///
void setSecondScheduleModifierLoc(SourceLocation Loc) {
ModifiersLoc[SECOND] = Loc;
}
/// \brief Set schedule modifier location.
///
/// \param M Schedule modifier location.
///
void setScheduleModifer(OpenMPScheduleClauseModifier M) {
if (Modifiers[FIRST] == OMPC_SCHEDULE_MODIFIER_unknown)
Modifiers[FIRST] = M;
else {
assert(Modifiers[SECOND] == OMPC_SCHEDULE_MODIFIER_unknown);
Modifiers[SECOND] = M;
}
}
/// \brief Sets the location of '('.
///
/// \param Loc Location of '('.
///
void setLParenLoc(SourceLocation Loc) { LParenLoc = Loc; }
/// \brief Set schedule kind start location.
///
/// \param KLoc Schedule kind location.
///
void setScheduleKindLoc(SourceLocation KLoc) { KindLoc = KLoc; }
/// \brief Set location of ','.
///
/// \param Loc Location of ','.
///
void setCommaLoc(SourceLocation Loc) { CommaLoc = Loc; }
/// \brief Set chunk size.
///
/// \param E Chunk size.
///
void setChunkSize(Expr *E) { ChunkSize = E; }
public:
/// \brief Build 'schedule' clause with schedule kind \a Kind and chunk size
/// expression \a ChunkSize.
///
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param KLoc Starting location of the argument.
/// \param CommaLoc Location of ','.
/// \param EndLoc Ending location of the clause.
/// \param Kind Schedule kind.
/// \param ChunkSize Chunk size.
/// \param HelperChunkSize Helper chunk size for combined directives.
/// \param M1 The first modifier applied to 'schedule' clause.
/// \param M1Loc Location of the first modifier
/// \param M2 The second modifier applied to 'schedule' clause.
/// \param M2Loc Location of the second modifier
///
OMPScheduleClause(SourceLocation StartLoc, SourceLocation LParenLoc,
SourceLocation KLoc, SourceLocation CommaLoc,
SourceLocation EndLoc, OpenMPScheduleClauseKind Kind,
Expr *ChunkSize, Stmt *HelperChunkSize,
OpenMPScheduleClauseModifier M1, SourceLocation M1Loc,
OpenMPScheduleClauseModifier M2, SourceLocation M2Loc)
: OMPClause(OMPC_schedule, StartLoc, EndLoc), OMPClauseWithPreInit(this),
LParenLoc(LParenLoc), Kind(Kind), KindLoc(KLoc), CommaLoc(CommaLoc),
ChunkSize(ChunkSize) {
setPreInitStmt(HelperChunkSize);
Modifiers[FIRST] = M1;
Modifiers[SECOND] = M2;
ModifiersLoc[FIRST] = M1Loc;
ModifiersLoc[SECOND] = M2Loc;
}
/// \brief Build an empty clause.
///
explicit OMPScheduleClause()
: OMPClause(OMPC_schedule, SourceLocation(), SourceLocation()),
OMPClauseWithPreInit(this), Kind(OMPC_SCHEDULE_unknown),
ChunkSize(nullptr) {
Modifiers[FIRST] = OMPC_SCHEDULE_MODIFIER_unknown;
Modifiers[SECOND] = OMPC_SCHEDULE_MODIFIER_unknown;
}
/// \brief Get kind of the clause.
///
OpenMPScheduleClauseKind getScheduleKind() const { return Kind; }
/// \brief Get the first modifier of the clause.
///
OpenMPScheduleClauseModifier getFirstScheduleModifier() const {
return Modifiers[FIRST];
}
/// \brief Get the second modifier of the clause.
///
OpenMPScheduleClauseModifier getSecondScheduleModifier() const {
return Modifiers[SECOND];
}
/// \brief Get location of '('.
///
SourceLocation getLParenLoc() { return LParenLoc; }
/// \brief Get kind location.
///
SourceLocation getScheduleKindLoc() { return KindLoc; }
/// \brief Get the first modifier location.
///
SourceLocation getFirstScheduleModifierLoc() const {
return ModifiersLoc[FIRST];
}
/// \brief Get the second modifier location.
///
SourceLocation getSecondScheduleModifierLoc() const {
return ModifiersLoc[SECOND];
}
/// \brief Get location of ','.
///
SourceLocation getCommaLoc() { return CommaLoc; }
/// \brief Get chunk size.
///
Expr *getChunkSize() { return ChunkSize; }
/// \brief Get chunk size.
///
const Expr *getChunkSize() const { return ChunkSize; }
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_schedule;
}
child_range children() {
return child_range(reinterpret_cast<Stmt **>(&ChunkSize),
reinterpret_cast<Stmt **>(&ChunkSize) + 1);
}
};
/// \brief This represents 'ordered' clause in the '#pragma omp ...' directive.
///
/// \code
/// #pragma omp for ordered (2)
/// \endcode
/// In this example directive '#pragma omp for' has 'ordered' clause with
/// parameter 2.
///
class OMPOrderedClause : public OMPClause {
friend class OMPClauseReader;
/// \brief Location of '('.
SourceLocation LParenLoc;
/// \brief Number of for-loops.
Stmt *NumForLoops;
/// \brief Set the number of associated for-loops.
void setNumForLoops(Expr *Num) { NumForLoops = Num; }
public:
/// \brief Build 'ordered' clause.
///
/// \param Num Expression, possibly associated with this clause.
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param EndLoc Ending location of the clause.
///
OMPOrderedClause(Expr *Num, SourceLocation StartLoc,
SourceLocation LParenLoc, SourceLocation EndLoc)
: OMPClause(OMPC_ordered, StartLoc, EndLoc), LParenLoc(LParenLoc),
NumForLoops(Num) {}
/// \brief Build an empty clause.
///
explicit OMPOrderedClause()
: OMPClause(OMPC_ordered, SourceLocation(), SourceLocation()),
LParenLoc(SourceLocation()), NumForLoops(nullptr) {}
/// \brief Sets the location of '('.
void setLParenLoc(SourceLocation Loc) { LParenLoc = Loc; }
/// \brief Returns the location of '('.
SourceLocation getLParenLoc() const { return LParenLoc; }
/// \brief Return the number of associated for-loops.
Expr *getNumForLoops() const { return cast_or_null<Expr>(NumForLoops); }
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_ordered;
}
child_range children() { return child_range(&NumForLoops, &NumForLoops + 1); }
};
/// \brief This represents 'nowait' clause in the '#pragma omp ...' directive.
///
/// \code
/// #pragma omp for nowait
/// \endcode
/// In this example directive '#pragma omp for' has 'nowait' clause.
///
class OMPNowaitClause : public OMPClause {
public:
/// \brief Build 'nowait' clause.
///
/// \param StartLoc Starting location of the clause.
/// \param EndLoc Ending location of the clause.
///
OMPNowaitClause(SourceLocation StartLoc, SourceLocation EndLoc)
: OMPClause(OMPC_nowait, StartLoc, EndLoc) {}
/// \brief Build an empty clause.
///
OMPNowaitClause()
: OMPClause(OMPC_nowait, SourceLocation(), SourceLocation()) {}
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_nowait;
}
child_range children() {
return child_range(child_iterator(), child_iterator());
}
};
/// \brief This represents 'untied' clause in the '#pragma omp ...' directive.
///
/// \code
/// #pragma omp task untied
/// \endcode
/// In this example directive '#pragma omp task' has 'untied' clause.
///
class OMPUntiedClause : public OMPClause {
public:
/// \brief Build 'untied' clause.
///
/// \param StartLoc Starting location of the clause.
/// \param EndLoc Ending location of the clause.
///
OMPUntiedClause(SourceLocation StartLoc, SourceLocation EndLoc)
: OMPClause(OMPC_untied, StartLoc, EndLoc) {}
/// \brief Build an empty clause.
///
OMPUntiedClause()
: OMPClause(OMPC_untied, SourceLocation(), SourceLocation()) {}
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_untied;
}
child_range children() {
return child_range(child_iterator(), child_iterator());
}
};
/// \brief This represents 'mergeable' clause in the '#pragma omp ...'
/// directive.
///
/// \code
/// #pragma omp task mergeable
/// \endcode
/// In this example directive '#pragma omp task' has 'mergeable' clause.
///
class OMPMergeableClause : public OMPClause {
public:
/// \brief Build 'mergeable' clause.
///
/// \param StartLoc Starting location of the clause.
/// \param EndLoc Ending location of the clause.
///
OMPMergeableClause(SourceLocation StartLoc, SourceLocation EndLoc)
: OMPClause(OMPC_mergeable, StartLoc, EndLoc) {}
/// \brief Build an empty clause.
///
OMPMergeableClause()
: OMPClause(OMPC_mergeable, SourceLocation(), SourceLocation()) {}
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_mergeable;
}
child_range children() {
return child_range(child_iterator(), child_iterator());
}
};
/// \brief This represents 'read' clause in the '#pragma omp atomic' directive.
///
/// \code
/// #pragma omp atomic read
/// \endcode
/// In this example directive '#pragma omp atomic' has 'read' clause.
///
class OMPReadClause : public OMPClause {
public:
/// \brief Build 'read' clause.
///
/// \param StartLoc Starting location of the clause.
/// \param EndLoc Ending location of the clause.
///
OMPReadClause(SourceLocation StartLoc, SourceLocation EndLoc)
: OMPClause(OMPC_read, StartLoc, EndLoc) {}
/// \brief Build an empty clause.
///
OMPReadClause() : OMPClause(OMPC_read, SourceLocation(), SourceLocation()) {}
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_read;
}
child_range children() {
return child_range(child_iterator(), child_iterator());
}
};
/// \brief This represents 'write' clause in the '#pragma omp atomic' directive.
///
/// \code
/// #pragma omp atomic write
/// \endcode
/// In this example directive '#pragma omp atomic' has 'write' clause.
///
class OMPWriteClause : public OMPClause {
public:
/// \brief Build 'write' clause.
///
/// \param StartLoc Starting location of the clause.
/// \param EndLoc Ending location of the clause.
///
OMPWriteClause(SourceLocation StartLoc, SourceLocation EndLoc)
: OMPClause(OMPC_write, StartLoc, EndLoc) {}
/// \brief Build an empty clause.
///
OMPWriteClause()
: OMPClause(OMPC_write, SourceLocation(), SourceLocation()) {}
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_write;
}
child_range children() {
return child_range(child_iterator(), child_iterator());
}
};
/// \brief This represents 'update' clause in the '#pragma omp atomic'
/// directive.
///
/// \code
/// #pragma omp atomic update
/// \endcode
/// In this example directive '#pragma omp atomic' has 'update' clause.
///
class OMPUpdateClause : public OMPClause {
public:
/// \brief Build 'update' clause.
///
/// \param StartLoc Starting location of the clause.
/// \param EndLoc Ending location of the clause.
///
OMPUpdateClause(SourceLocation StartLoc, SourceLocation EndLoc)
: OMPClause(OMPC_update, StartLoc, EndLoc) {}
/// \brief Build an empty clause.
///
OMPUpdateClause()
: OMPClause(OMPC_update, SourceLocation(), SourceLocation()) {}
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_update;
}
child_range children() {
return child_range(child_iterator(), child_iterator());
}
};
/// \brief This represents 'capture' clause in the '#pragma omp atomic'
/// directive.
///
/// \code
/// #pragma omp atomic capture
/// \endcode
/// In this example directive '#pragma omp atomic' has 'capture' clause.
///
class OMPCaptureClause : public OMPClause {
public:
/// \brief Build 'capture' clause.
///
/// \param StartLoc Starting location of the clause.
/// \param EndLoc Ending location of the clause.
///
OMPCaptureClause(SourceLocation StartLoc, SourceLocation EndLoc)
: OMPClause(OMPC_capture, StartLoc, EndLoc) {}
/// \brief Build an empty clause.
///
OMPCaptureClause()
: OMPClause(OMPC_capture, SourceLocation(), SourceLocation()) {}
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_capture;
}
child_range children() {
return child_range(child_iterator(), child_iterator());
}
};
/// \brief This represents 'seq_cst' clause in the '#pragma omp atomic'
/// directive.
///
/// \code
/// #pragma omp atomic seq_cst
/// \endcode
/// In this example directive '#pragma omp atomic' has 'seq_cst' clause.
///
class OMPSeqCstClause : public OMPClause {
public:
/// \brief Build 'seq_cst' clause.
///
/// \param StartLoc Starting location of the clause.
/// \param EndLoc Ending location of the clause.
///
OMPSeqCstClause(SourceLocation StartLoc, SourceLocation EndLoc)
: OMPClause(OMPC_seq_cst, StartLoc, EndLoc) {}
/// \brief Build an empty clause.
///
OMPSeqCstClause()
: OMPClause(OMPC_seq_cst, SourceLocation(), SourceLocation()) {}
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_seq_cst;
}
child_range children() {
return child_range(child_iterator(), child_iterator());
}
};
/// \brief This represents clause 'private' in the '#pragma omp ...' directives.
///
/// \code
/// #pragma omp parallel private(a,b)
/// \endcode
/// In this example directive '#pragma omp parallel' has clause 'private'
/// with the variables 'a' and 'b'.
///
class OMPPrivateClause final
: public OMPVarListClause<OMPPrivateClause>,
private llvm::TrailingObjects<OMPPrivateClause, Expr *> {
friend TrailingObjects;
friend OMPVarListClause;
friend class OMPClauseReader;
/// \brief Build clause with number of variables \a N.
///
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param EndLoc Ending location of the clause.
/// \param N Number of the variables in the clause.
///
OMPPrivateClause(SourceLocation StartLoc, SourceLocation LParenLoc,
SourceLocation EndLoc, unsigned N)
: OMPVarListClause<OMPPrivateClause>(OMPC_private, StartLoc, LParenLoc,
EndLoc, N) {}
/// \brief Build an empty clause.
///
/// \param N Number of variables.
///
explicit OMPPrivateClause(unsigned N)
: OMPVarListClause<OMPPrivateClause>(OMPC_private, SourceLocation(),
SourceLocation(), SourceLocation(),
N) {}
/// \brief Sets the list of references to private copies with initializers for
/// new private variables.
/// \param VL List of references.
void setPrivateCopies(ArrayRef<Expr *> VL);
/// \brief Gets the list of references to private copies with initializers for
/// new private variables.
MutableArrayRef<Expr *> getPrivateCopies() {
return MutableArrayRef<Expr *>(varlist_end(), varlist_size());
}
ArrayRef<const Expr *> getPrivateCopies() const {
return llvm::makeArrayRef(varlist_end(), varlist_size());
}
public:
/// \brief Creates clause with a list of variables \a VL.
///
/// \param C AST context.
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param EndLoc Ending location of the clause.
/// \param VL List of references to the variables.
/// \param PrivateVL List of references to private copies with initializers.
///
static OMPPrivateClause *Create(const ASTContext &C, SourceLocation StartLoc,
SourceLocation LParenLoc,
SourceLocation EndLoc, ArrayRef<Expr *> VL,
ArrayRef<Expr *> PrivateVL);
/// \brief Creates an empty clause with the place for \a N variables.
///
/// \param C AST context.
/// \param N The number of variables.
///
static OMPPrivateClause *CreateEmpty(const ASTContext &C, unsigned N);
typedef MutableArrayRef<Expr *>::iterator private_copies_iterator;
typedef ArrayRef<const Expr *>::iterator private_copies_const_iterator;
typedef llvm::iterator_range<private_copies_iterator> private_copies_range;
typedef llvm::iterator_range<private_copies_const_iterator>
private_copies_const_range;
private_copies_range private_copies() {
return private_copies_range(getPrivateCopies().begin(),
getPrivateCopies().end());
}
private_copies_const_range private_copies() const {
return private_copies_const_range(getPrivateCopies().begin(),
getPrivateCopies().end());
}
child_range children() {
return child_range(reinterpret_cast<Stmt **>(varlist_begin()),
reinterpret_cast<Stmt **>(varlist_end()));
}
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_private;
}
};
/// \brief This represents clause 'firstprivate' in the '#pragma omp ...'
/// directives.
///
/// \code
/// #pragma omp parallel firstprivate(a,b)
/// \endcode
/// In this example directive '#pragma omp parallel' has clause 'firstprivate'
/// with the variables 'a' and 'b'.
///
class OMPFirstprivateClause final
: public OMPVarListClause<OMPFirstprivateClause>,
public OMPClauseWithPreInit,
private llvm::TrailingObjects<OMPFirstprivateClause, Expr *> {
friend TrailingObjects;
friend OMPVarListClause;
friend class OMPClauseReader;
/// \brief Build clause with number of variables \a N.
///
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param EndLoc Ending location of the clause.
/// \param N Number of the variables in the clause.
///
OMPFirstprivateClause(SourceLocation StartLoc, SourceLocation LParenLoc,
SourceLocation EndLoc, unsigned N)
: OMPVarListClause<OMPFirstprivateClause>(OMPC_firstprivate, StartLoc,
LParenLoc, EndLoc, N),
OMPClauseWithPreInit(this) {}
/// \brief Build an empty clause.
///
/// \param N Number of variables.
///
explicit OMPFirstprivateClause(unsigned N)
: OMPVarListClause<OMPFirstprivateClause>(
OMPC_firstprivate, SourceLocation(), SourceLocation(),
SourceLocation(), N),
OMPClauseWithPreInit(this) {}
/// \brief Sets the list of references to private copies with initializers for
/// new private variables.
/// \param VL List of references.
void setPrivateCopies(ArrayRef<Expr *> VL);
/// \brief Gets the list of references to private copies with initializers for
/// new private variables.
MutableArrayRef<Expr *> getPrivateCopies() {
return MutableArrayRef<Expr *>(varlist_end(), varlist_size());
}
ArrayRef<const Expr *> getPrivateCopies() const {
return llvm::makeArrayRef(varlist_end(), varlist_size());
}
/// \brief Sets the list of references to initializer variables for new
/// private variables.
/// \param VL List of references.
void setInits(ArrayRef<Expr *> VL);
/// \brief Gets the list of references to initializer variables for new
/// private variables.
MutableArrayRef<Expr *> getInits() {
return MutableArrayRef<Expr *>(getPrivateCopies().end(), varlist_size());
}
ArrayRef<const Expr *> getInits() const {
return llvm::makeArrayRef(getPrivateCopies().end(), varlist_size());
}
public:
/// \brief Creates clause with a list of variables \a VL.
///
/// \param C AST context.
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param EndLoc Ending location of the clause.
/// \param VL List of references to the original variables.
/// \param PrivateVL List of references to private copies with initializers.
/// \param InitVL List of references to auto generated variables used for
/// initialization of a single array element. Used if firstprivate variable is
/// of array type.
/// \param PreInit Statement that must be executed before entering the OpenMP
/// region with this clause.
///
static OMPFirstprivateClause *
Create(const ASTContext &C, SourceLocation StartLoc, SourceLocation LParenLoc,
SourceLocation EndLoc, ArrayRef<Expr *> VL, ArrayRef<Expr *> PrivateVL,
ArrayRef<Expr *> InitVL, Stmt *PreInit);
/// \brief Creates an empty clause with the place for \a N variables.
///
/// \param C AST context.
/// \param N The number of variables.
///
static OMPFirstprivateClause *CreateEmpty(const ASTContext &C, unsigned N);
typedef MutableArrayRef<Expr *>::iterator private_copies_iterator;
typedef ArrayRef<const Expr *>::iterator private_copies_const_iterator;
typedef llvm::iterator_range<private_copies_iterator> private_copies_range;
typedef llvm::iterator_range<private_copies_const_iterator>
private_copies_const_range;
private_copies_range private_copies() {
return private_copies_range(getPrivateCopies().begin(),
getPrivateCopies().end());
}
private_copies_const_range private_copies() const {
return private_copies_const_range(getPrivateCopies().begin(),
getPrivateCopies().end());
}
typedef MutableArrayRef<Expr *>::iterator inits_iterator;
typedef ArrayRef<const Expr *>::iterator inits_const_iterator;
typedef llvm::iterator_range<inits_iterator> inits_range;
typedef llvm::iterator_range<inits_const_iterator> inits_const_range;
inits_range inits() {
return inits_range(getInits().begin(), getInits().end());
}
inits_const_range inits() const {
return inits_const_range(getInits().begin(), getInits().end());
}
child_range children() {
return child_range(reinterpret_cast<Stmt **>(varlist_begin()),
reinterpret_cast<Stmt **>(varlist_end()));
}
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_firstprivate;
}
};
/// \brief This represents clause 'lastprivate' in the '#pragma omp ...'
/// directives.
///
/// \code
/// #pragma omp simd lastprivate(a,b)
/// \endcode
/// In this example directive '#pragma omp simd' has clause 'lastprivate'
/// with the variables 'a' and 'b'.
class OMPLastprivateClause final
: public OMPVarListClause<OMPLastprivateClause>,
public OMPClauseWithPostUpdate,
private llvm::TrailingObjects<OMPLastprivateClause, Expr *> {
// There are 4 additional tail-allocated arrays at the end of the class:
// 1. Contains list of pseudo variables with the default initialization for
// each non-firstprivate variables. Used in codegen for initialization of
// lastprivate copies.
// 2. List of helper expressions for proper generation of assignment operation
// required for lastprivate clause. This list represents private variables
// (for arrays, single array element).
// 3. List of helper expressions for proper generation of assignment operation
// required for lastprivate clause. This list represents original variables
// (for arrays, single array element).
// 4. List of helper expressions that represents assignment operation:
// \code
// DstExprs = SrcExprs;
// \endcode
// Required for proper codegen of final assignment performed by the
// lastprivate clause.
//
friend TrailingObjects;
friend OMPVarListClause;
friend class OMPClauseReader;
/// \brief Build clause with number of variables \a N.
///
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param EndLoc Ending location of the clause.
/// \param N Number of the variables in the clause.
///
OMPLastprivateClause(SourceLocation StartLoc, SourceLocation LParenLoc,
SourceLocation EndLoc, unsigned N)
: OMPVarListClause<OMPLastprivateClause>(OMPC_lastprivate, StartLoc,
LParenLoc, EndLoc, N),
OMPClauseWithPostUpdate(this) {}
/// \brief Build an empty clause.
///
/// \param N Number of variables.
///
explicit OMPLastprivateClause(unsigned N)
: OMPVarListClause<OMPLastprivateClause>(
OMPC_lastprivate, SourceLocation(), SourceLocation(),
SourceLocation(), N),
OMPClauseWithPostUpdate(this) {}
/// \brief Get the list of helper expressions for initialization of private
/// copies for lastprivate variables.
MutableArrayRef<Expr *> getPrivateCopies() {
return MutableArrayRef<Expr *>(varlist_end(), varlist_size());
}
ArrayRef<const Expr *> getPrivateCopies() const {
return llvm::makeArrayRef(varlist_end(), varlist_size());
}
/// \brief Set list of helper expressions, required for proper codegen of the
/// clause. These expressions represent private variables (for arrays, single
/// array element) in the final assignment statement performed by the
/// lastprivate clause.
void setSourceExprs(ArrayRef<Expr *> SrcExprs);
/// \brief Get the list of helper source expressions.
MutableArrayRef<Expr *> getSourceExprs() {
return MutableArrayRef<Expr *>(getPrivateCopies().end(), varlist_size());
}
ArrayRef<const Expr *> getSourceExprs() const {
return llvm::makeArrayRef(getPrivateCopies().end(), varlist_size());
}
/// \brief Set list of helper expressions, required for proper codegen of the
/// clause. These expressions represent original variables (for arrays, single
/// array element) in the final assignment statement performed by the
/// lastprivate clause.
void setDestinationExprs(ArrayRef<Expr *> DstExprs);
/// \brief Get the list of helper destination expressions.
MutableArrayRef<Expr *> getDestinationExprs() {
return MutableArrayRef<Expr *>(getSourceExprs().end(), varlist_size());
}
ArrayRef<const Expr *> getDestinationExprs() const {
return llvm::makeArrayRef(getSourceExprs().end(), varlist_size());
}
/// \brief Set list of helper assignment expressions, required for proper
/// codegen of the clause. These expressions are assignment expressions that
/// assign private copy of the variable to original variable.
void setAssignmentOps(ArrayRef<Expr *> AssignmentOps);
/// \brief Get the list of helper assignment expressions.
MutableArrayRef<Expr *> getAssignmentOps() {
return MutableArrayRef<Expr *>(getDestinationExprs().end(), varlist_size());
}
ArrayRef<const Expr *> getAssignmentOps() const {
return llvm::makeArrayRef(getDestinationExprs().end(), varlist_size());
}
public:
/// \brief Creates clause with a list of variables \a VL.
///
/// \param C AST context.
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param EndLoc Ending location of the clause.
/// \param VL List of references to the variables.
/// \param SrcExprs List of helper expressions for proper generation of
/// assignment operation required for lastprivate clause. This list represents
/// private variables (for arrays, single array element).
/// \param DstExprs List of helper expressions for proper generation of
/// assignment operation required for lastprivate clause. This list represents
/// original variables (for arrays, single array element).
/// \param AssignmentOps List of helper expressions that represents assignment
/// operation:
/// \code
/// DstExprs = SrcExprs;
/// \endcode
/// Required for proper codegen of final assignment performed by the
/// lastprivate clause.
/// \param PreInit Statement that must be executed before entering the OpenMP
/// region with this clause.
/// \param PostUpdate Expression that must be executed after exit from the
/// OpenMP region with this clause.
///
static OMPLastprivateClause *
Create(const ASTContext &C, SourceLocation StartLoc, SourceLocation LParenLoc,
SourceLocation EndLoc, ArrayRef<Expr *> VL, ArrayRef<Expr *> SrcExprs,
ArrayRef<Expr *> DstExprs, ArrayRef<Expr *> AssignmentOps,
Stmt *PreInit, Expr *PostUpdate);
/// \brief Creates an empty clause with the place for \a N variables.
///
/// \param C AST context.
/// \param N The number of variables.
///
static OMPLastprivateClause *CreateEmpty(const ASTContext &C, unsigned N);
typedef MutableArrayRef<Expr *>::iterator helper_expr_iterator;
typedef ArrayRef<const Expr *>::iterator helper_expr_const_iterator;
typedef llvm::iterator_range<helper_expr_iterator> helper_expr_range;
typedef llvm::iterator_range<helper_expr_const_iterator>
helper_expr_const_range;
/// \brief Set list of helper expressions, required for generation of private
/// copies of original lastprivate variables.
void setPrivateCopies(ArrayRef<Expr *> PrivateCopies);
helper_expr_const_range private_copies() const {
return helper_expr_const_range(getPrivateCopies().begin(),
getPrivateCopies().end());
}
helper_expr_range private_copies() {
return helper_expr_range(getPrivateCopies().begin(),
getPrivateCopies().end());
}
helper_expr_const_range source_exprs() const {
return helper_expr_const_range(getSourceExprs().begin(),
getSourceExprs().end());
}
helper_expr_range source_exprs() {
return helper_expr_range(getSourceExprs().begin(), getSourceExprs().end());
}
helper_expr_const_range destination_exprs() const {
return helper_expr_const_range(getDestinationExprs().begin(),
getDestinationExprs().end());
}
helper_expr_range destination_exprs() {
return helper_expr_range(getDestinationExprs().begin(),
getDestinationExprs().end());
}
helper_expr_const_range assignment_ops() const {
return helper_expr_const_range(getAssignmentOps().begin(),
getAssignmentOps().end());
}
helper_expr_range assignment_ops() {
return helper_expr_range(getAssignmentOps().begin(),
getAssignmentOps().end());
}
child_range children() {
return child_range(reinterpret_cast<Stmt **>(varlist_begin()),
reinterpret_cast<Stmt **>(varlist_end()));
}
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_lastprivate;
}
};
/// \brief This represents clause 'shared' in the '#pragma omp ...' directives.
///
/// \code
/// #pragma omp parallel shared(a,b)
/// \endcode
/// In this example directive '#pragma omp parallel' has clause 'shared'
/// with the variables 'a' and 'b'.
///
class OMPSharedClause final
: public OMPVarListClause<OMPSharedClause>,
private llvm::TrailingObjects<OMPSharedClause, Expr *> {
friend TrailingObjects;
friend OMPVarListClause;
/// \brief Build clause with number of variables \a N.
///
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param EndLoc Ending location of the clause.
/// \param N Number of the variables in the clause.
///
OMPSharedClause(SourceLocation StartLoc, SourceLocation LParenLoc,
SourceLocation EndLoc, unsigned N)
: OMPVarListClause<OMPSharedClause>(OMPC_shared, StartLoc, LParenLoc,
EndLoc, N) {}
/// \brief Build an empty clause.
///
/// \param N Number of variables.
///
explicit OMPSharedClause(unsigned N)
: OMPVarListClause<OMPSharedClause>(OMPC_shared, SourceLocation(),
SourceLocation(), SourceLocation(),
N) {}
public:
/// \brief Creates clause with a list of variables \a VL.
///
/// \param C AST context.
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param EndLoc Ending location of the clause.
/// \param VL List of references to the variables.
///
static OMPSharedClause *Create(const ASTContext &C, SourceLocation StartLoc,
SourceLocation LParenLoc,
SourceLocation EndLoc, ArrayRef<Expr *> VL);
/// \brief Creates an empty clause with \a N variables.
///
/// \param C AST context.
/// \param N The number of variables.
///
static OMPSharedClause *CreateEmpty(const ASTContext &C, unsigned N);
child_range children() {
return child_range(reinterpret_cast<Stmt **>(varlist_begin()),
reinterpret_cast<Stmt **>(varlist_end()));
}
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_shared;
}
};
/// \brief This represents clause 'reduction' in the '#pragma omp ...'
/// directives.
///
/// \code
/// #pragma omp parallel reduction(+:a,b)
/// \endcode
/// In this example directive '#pragma omp parallel' has clause 'reduction'
/// with operator '+' and the variables 'a' and 'b'.
///
class OMPReductionClause final
: public OMPVarListClause<OMPReductionClause>,
public OMPClauseWithPostUpdate,
private llvm::TrailingObjects<OMPReductionClause, Expr *> {
friend TrailingObjects;
friend OMPVarListClause;
friend class OMPClauseReader;
/// \brief Location of ':'.
SourceLocation ColonLoc;
/// \brief Nested name specifier for C++.
NestedNameSpecifierLoc QualifierLoc;
/// \brief Name of custom operator.
DeclarationNameInfo NameInfo;
/// \brief Build clause with number of variables \a N.
///
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param EndLoc Ending location of the clause.
/// \param ColonLoc Location of ':'.
/// \param N Number of the variables in the clause.
/// \param QualifierLoc The nested-name qualifier with location information
/// \param NameInfo The full name info for reduction identifier.
///
OMPReductionClause(SourceLocation StartLoc, SourceLocation LParenLoc,
SourceLocation ColonLoc, SourceLocation EndLoc, unsigned N,
NestedNameSpecifierLoc QualifierLoc,
const DeclarationNameInfo &NameInfo)
: OMPVarListClause<OMPReductionClause>(OMPC_reduction, StartLoc,
LParenLoc, EndLoc, N),
OMPClauseWithPostUpdate(this), ColonLoc(ColonLoc),
QualifierLoc(QualifierLoc), NameInfo(NameInfo) {}
/// \brief Build an empty clause.
///
/// \param N Number of variables.
///
explicit OMPReductionClause(unsigned N)
: OMPVarListClause<OMPReductionClause>(OMPC_reduction, SourceLocation(),
SourceLocation(), SourceLocation(),
N),
OMPClauseWithPostUpdate(this), ColonLoc(), QualifierLoc(), NameInfo() {}
/// \brief Sets location of ':' symbol in clause.
void setColonLoc(SourceLocation CL) { ColonLoc = CL; }
/// \brief Sets the name info for specified reduction identifier.
void setNameInfo(DeclarationNameInfo DNI) { NameInfo = DNI; }
/// \brief Sets the nested name specifier.
void setQualifierLoc(NestedNameSpecifierLoc NSL) { QualifierLoc = NSL; }
/// \brief Set list of helper expressions, required for proper codegen of the
/// clause. These expressions represent private copy of the reduction
/// variable.
void setPrivates(ArrayRef<Expr *> Privates);
/// \brief Get the list of helper privates.
MutableArrayRef<Expr *> getPrivates() {
return MutableArrayRef<Expr *>(varlist_end(), varlist_size());
}
ArrayRef<const Expr *> getPrivates() const {
return llvm::makeArrayRef(varlist_end(), varlist_size());
}
/// \brief Set list of helper expressions, required for proper codegen of the
/// clause. These expressions represent LHS expression in the final
/// reduction expression performed by the reduction clause.
void setLHSExprs(ArrayRef<Expr *> LHSExprs);
/// \brief Get the list of helper LHS expressions.
MutableArrayRef<Expr *> getLHSExprs() {
return MutableArrayRef<Expr *>(getPrivates().end(), varlist_size());
}
ArrayRef<const Expr *> getLHSExprs() const {
return llvm::makeArrayRef(getPrivates().end(), varlist_size());
}
/// \brief Set list of helper expressions, required for proper codegen of the
/// clause. These expressions represent RHS expression in the final
/// reduction expression performed by the reduction clause.
/// Also, variables in these expressions are used for proper initialization of
/// reduction copies.
void setRHSExprs(ArrayRef<Expr *> RHSExprs);
/// \brief Get the list of helper destination expressions.
MutableArrayRef<Expr *> getRHSExprs() {
return MutableArrayRef<Expr *>(getLHSExprs().end(), varlist_size());
}
ArrayRef<const Expr *> getRHSExprs() const {
return llvm::makeArrayRef(getLHSExprs().end(), varlist_size());
}
/// \brief Set list of helper reduction expressions, required for proper
/// codegen of the clause. These expressions are binary expressions or
/// operator/custom reduction call that calculates new value from source
/// helper expressions to destination helper expressions.
void setReductionOps(ArrayRef<Expr *> ReductionOps);
/// \brief Get the list of helper reduction expressions.
MutableArrayRef<Expr *> getReductionOps() {
return MutableArrayRef<Expr *>(getRHSExprs().end(), varlist_size());
}
ArrayRef<const Expr *> getReductionOps() const {
return llvm::makeArrayRef(getRHSExprs().end(), varlist_size());
}
public:
/// \brief Creates clause with a list of variables \a VL.
///
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param ColonLoc Location of ':'.
/// \param EndLoc Ending location of the clause.
/// \param VL The variables in the clause.
/// \param QualifierLoc The nested-name qualifier with location information
/// \param NameInfo The full name info for reduction identifier.
/// \param Privates List of helper expressions for proper generation of
/// private copies.
/// \param LHSExprs List of helper expressions for proper generation of
/// assignment operation required for copyprivate clause. This list represents
/// LHSs of the reduction expressions.
/// \param RHSExprs List of helper expressions for proper generation of
/// assignment operation required for copyprivate clause. This list represents
/// RHSs of the reduction expressions.
/// Also, variables in these expressions are used for proper initialization of
/// reduction copies.
/// \param ReductionOps List of helper expressions that represents reduction
/// expressions:
/// \code
/// LHSExprs binop RHSExprs;
/// operator binop(LHSExpr, RHSExpr);
/// <CutomReduction>(LHSExpr, RHSExpr);
/// \endcode
/// Required for proper codegen of final reduction operation performed by the
/// reduction clause.
/// \param PreInit Statement that must be executed before entering the OpenMP
/// region with this clause.
/// \param PostUpdate Expression that must be executed after exit from the
/// OpenMP region with this clause.
///
static OMPReductionClause *
Create(const ASTContext &C, SourceLocation StartLoc, SourceLocation LParenLoc,
SourceLocation ColonLoc, SourceLocation EndLoc, ArrayRef<Expr *> VL,
NestedNameSpecifierLoc QualifierLoc,
const DeclarationNameInfo &NameInfo, ArrayRef<Expr *> Privates,
ArrayRef<Expr *> LHSExprs, ArrayRef<Expr *> RHSExprs,
ArrayRef<Expr *> ReductionOps, Stmt *PreInit, Expr *PostUpdate);
/// \brief Creates an empty clause with the place for \a N variables.
///
/// \param C AST context.
/// \param N The number of variables.
///
static OMPReductionClause *CreateEmpty(const ASTContext &C, unsigned N);
/// \brief Gets location of ':' symbol in clause.
SourceLocation getColonLoc() const { return ColonLoc; }
/// \brief Gets the name info for specified reduction identifier.
const DeclarationNameInfo &getNameInfo() const { return NameInfo; }
/// \brief Gets the nested name specifier.
NestedNameSpecifierLoc getQualifierLoc() const { return QualifierLoc; }
typedef MutableArrayRef<Expr *>::iterator helper_expr_iterator;
typedef ArrayRef<const Expr *>::iterator helper_expr_const_iterator;
typedef llvm::iterator_range<helper_expr_iterator> helper_expr_range;
typedef llvm::iterator_range<helper_expr_const_iterator>
helper_expr_const_range;
helper_expr_const_range privates() const {
return helper_expr_const_range(getPrivates().begin(), getPrivates().end());
}
helper_expr_range privates() {
return helper_expr_range(getPrivates().begin(), getPrivates().end());
}
helper_expr_const_range lhs_exprs() const {
return helper_expr_const_range(getLHSExprs().begin(), getLHSExprs().end());
}
helper_expr_range lhs_exprs() {
return helper_expr_range(getLHSExprs().begin(), getLHSExprs().end());
}
helper_expr_const_range rhs_exprs() const {
return helper_expr_const_range(getRHSExprs().begin(), getRHSExprs().end());
}
helper_expr_range rhs_exprs() {
return helper_expr_range(getRHSExprs().begin(), getRHSExprs().end());
}
helper_expr_const_range reduction_ops() const {
return helper_expr_const_range(getReductionOps().begin(),
getReductionOps().end());
}
helper_expr_range reduction_ops() {
return helper_expr_range(getReductionOps().begin(),
getReductionOps().end());
}
child_range children() {
return child_range(reinterpret_cast<Stmt **>(varlist_begin()),
reinterpret_cast<Stmt **>(varlist_end()));
}
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_reduction;
}
};
/// \brief This represents clause 'linear' in the '#pragma omp ...'
/// directives.
///
/// \code
/// #pragma omp simd linear(a,b : 2)
/// \endcode
/// In this example directive '#pragma omp simd' has clause 'linear'
/// with variables 'a', 'b' and linear step '2'.
///
class OMPLinearClause final
: public OMPVarListClause<OMPLinearClause>,
public OMPClauseWithPostUpdate,
private llvm::TrailingObjects<OMPLinearClause, Expr *> {
friend TrailingObjects;
friend OMPVarListClause;
friend class OMPClauseReader;
/// \brief Modifier of 'linear' clause.
OpenMPLinearClauseKind Modifier;
/// \brief Location of linear modifier if any.
SourceLocation ModifierLoc;
/// \brief Location of ':'.
SourceLocation ColonLoc;
/// \brief Sets the linear step for clause.
void setStep(Expr *Step) { *(getFinals().end()) = Step; }
/// \brief Sets the expression to calculate linear step for clause.
void setCalcStep(Expr *CalcStep) { *(getFinals().end() + 1) = CalcStep; }
/// \brief Build 'linear' clause with given number of variables \a NumVars.
///
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param ColonLoc Location of ':'.
/// \param EndLoc Ending location of the clause.
/// \param NumVars Number of variables.
///
OMPLinearClause(SourceLocation StartLoc, SourceLocation LParenLoc,
OpenMPLinearClauseKind Modifier, SourceLocation ModifierLoc,
SourceLocation ColonLoc, SourceLocation EndLoc,
unsigned NumVars)
: OMPVarListClause<OMPLinearClause>(OMPC_linear, StartLoc, LParenLoc,
EndLoc, NumVars),
OMPClauseWithPostUpdate(this), Modifier(Modifier),
ModifierLoc(ModifierLoc), ColonLoc(ColonLoc) {}
/// \brief Build an empty clause.
///
/// \param NumVars Number of variables.
///
explicit OMPLinearClause(unsigned NumVars)
: OMPVarListClause<OMPLinearClause>(OMPC_linear, SourceLocation(),
SourceLocation(), SourceLocation(),
NumVars),
OMPClauseWithPostUpdate(this), Modifier(OMPC_LINEAR_val), ModifierLoc(),
ColonLoc() {}
/// \brief Gets the list of initial values for linear variables.
///
/// There are NumVars expressions with initial values allocated after the
/// varlist, they are followed by NumVars update expressions (used to update
/// the linear variable's value on current iteration) and they are followed by
/// NumVars final expressions (used to calculate the linear variable's
/// value after the loop body). After these lists, there are 2 helper
/// expressions - linear step and a helper to calculate it before the
/// loop body (used when the linear step is not constant):
///
/// { Vars[] /* in OMPVarListClause */; Privates[]; Inits[]; Updates[];
/// Finals[]; Step; CalcStep; }
///
MutableArrayRef<Expr *> getPrivates() {
return MutableArrayRef<Expr *>(varlist_end(), varlist_size());
}
ArrayRef<const Expr *> getPrivates() const {
return llvm::makeArrayRef(varlist_end(), varlist_size());
}
MutableArrayRef<Expr *> getInits() {
return MutableArrayRef<Expr *>(getPrivates().end(), varlist_size());
}
ArrayRef<const Expr *> getInits() const {
return llvm::makeArrayRef(getPrivates().end(), varlist_size());
}
/// \brief Sets the list of update expressions for linear variables.
MutableArrayRef<Expr *> getUpdates() {
return MutableArrayRef<Expr *>(getInits().end(), varlist_size());
}
ArrayRef<const Expr *> getUpdates() const {
return llvm::makeArrayRef(getInits().end(), varlist_size());
}
/// \brief Sets the list of final update expressions for linear variables.
MutableArrayRef<Expr *> getFinals() {
return MutableArrayRef<Expr *>(getUpdates().end(), varlist_size());
}
ArrayRef<const Expr *> getFinals() const {
return llvm::makeArrayRef(getUpdates().end(), varlist_size());
}
/// \brief Sets the list of the copies of original linear variables.
/// \param PL List of expressions.
void setPrivates(ArrayRef<Expr *> PL);
/// \brief Sets the list of the initial values for linear variables.
/// \param IL List of expressions.
void setInits(ArrayRef<Expr *> IL);
public:
/// \brief Creates clause with a list of variables \a VL and a linear step
/// \a Step.
///
/// \param C AST Context.
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param Modifier Modifier of 'linear' clause.
/// \param ModifierLoc Modifier location.
/// \param ColonLoc Location of ':'.
/// \param EndLoc Ending location of the clause.
/// \param VL List of references to the variables.
/// \param PL List of private copies of original variables.
/// \param IL List of initial values for the variables.
/// \param Step Linear step.
/// \param CalcStep Calculation of the linear step.
/// \param PreInit Statement that must be executed before entering the OpenMP
/// region with this clause.
/// \param PostUpdate Expression that must be executed after exit from the
/// OpenMP region with this clause.
static OMPLinearClause *
Create(const ASTContext &C, SourceLocation StartLoc, SourceLocation LParenLoc,
OpenMPLinearClauseKind Modifier, SourceLocation ModifierLoc,
SourceLocation ColonLoc, SourceLocation EndLoc, ArrayRef<Expr *> VL,
ArrayRef<Expr *> PL, ArrayRef<Expr *> IL, Expr *Step, Expr *CalcStep,
Stmt *PreInit, Expr *PostUpdate);
/// \brief Creates an empty clause with the place for \a NumVars variables.
///
/// \param C AST context.
/// \param NumVars Number of variables.
///
static OMPLinearClause *CreateEmpty(const ASTContext &C, unsigned NumVars);
/// \brief Set modifier.
void setModifier(OpenMPLinearClauseKind Kind) { Modifier = Kind; }
/// \brief Return modifier.
OpenMPLinearClauseKind getModifier() const { return Modifier; }
/// \brief Set modifier location.
void setModifierLoc(SourceLocation Loc) { ModifierLoc = Loc; }
/// \brief Return modifier location.
SourceLocation getModifierLoc() const { return ModifierLoc; }
/// \brief Sets the location of ':'.
void setColonLoc(SourceLocation Loc) { ColonLoc = Loc; }
/// \brief Returns the location of ':'.
SourceLocation getColonLoc() const { return ColonLoc; }
/// \brief Returns linear step.
Expr *getStep() { return *(getFinals().end()); }
/// \brief Returns linear step.
const Expr *getStep() const { return *(getFinals().end()); }
/// \brief Returns expression to calculate linear step.
Expr *getCalcStep() { return *(getFinals().end() + 1); }
/// \brief Returns expression to calculate linear step.
const Expr *getCalcStep() const { return *(getFinals().end() + 1); }
/// \brief Sets the list of update expressions for linear variables.
/// \param UL List of expressions.
void setUpdates(ArrayRef<Expr *> UL);
/// \brief Sets the list of final update expressions for linear variables.
/// \param FL List of expressions.
void setFinals(ArrayRef<Expr *> FL);
typedef MutableArrayRef<Expr *>::iterator privates_iterator;
typedef ArrayRef<const Expr *>::iterator privates_const_iterator;
typedef llvm::iterator_range<privates_iterator> privates_range;
typedef llvm::iterator_range<privates_const_iterator> privates_const_range;
privates_range privates() {
return privates_range(getPrivates().begin(), getPrivates().end());
}
privates_const_range privates() const {
return privates_const_range(getPrivates().begin(), getPrivates().end());
}
typedef MutableArrayRef<Expr *>::iterator inits_iterator;
typedef ArrayRef<const Expr *>::iterator inits_const_iterator;
typedef llvm::iterator_range<inits_iterator> inits_range;
typedef llvm::iterator_range<inits_const_iterator> inits_const_range;
inits_range inits() {
return inits_range(getInits().begin(), getInits().end());
}
inits_const_range inits() const {
return inits_const_range(getInits().begin(), getInits().end());
}
typedef MutableArrayRef<Expr *>::iterator updates_iterator;
typedef ArrayRef<const Expr *>::iterator updates_const_iterator;
typedef llvm::iterator_range<updates_iterator> updates_range;
typedef llvm::iterator_range<updates_const_iterator> updates_const_range;
updates_range updates() {
return updates_range(getUpdates().begin(), getUpdates().end());
}
updates_const_range updates() const {
return updates_const_range(getUpdates().begin(), getUpdates().end());
}
typedef MutableArrayRef<Expr *>::iterator finals_iterator;
typedef ArrayRef<const Expr *>::iterator finals_const_iterator;
typedef llvm::iterator_range<finals_iterator> finals_range;
typedef llvm::iterator_range<finals_const_iterator> finals_const_range;
finals_range finals() {
return finals_range(getFinals().begin(), getFinals().end());
}
finals_const_range finals() const {
return finals_const_range(getFinals().begin(), getFinals().end());
}
child_range children() {
return child_range(reinterpret_cast<Stmt **>(varlist_begin()),
reinterpret_cast<Stmt **>(varlist_end()));
}
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_linear;
}
};
/// \brief This represents clause 'aligned' in the '#pragma omp ...'
/// directives.
///
/// \code
/// #pragma omp simd aligned(a,b : 8)
/// \endcode
/// In this example directive '#pragma omp simd' has clause 'aligned'
/// with variables 'a', 'b' and alignment '8'.
///
class OMPAlignedClause final
: public OMPVarListClause<OMPAlignedClause>,
private llvm::TrailingObjects<OMPAlignedClause, Expr *> {
friend TrailingObjects;
friend OMPVarListClause;
friend class OMPClauseReader;
/// \brief Location of ':'.
SourceLocation ColonLoc;
/// \brief Sets the alignment for clause.
void setAlignment(Expr *A) { *varlist_end() = A; }
/// \brief Build 'aligned' clause with given number of variables \a NumVars.
///
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param ColonLoc Location of ':'.
/// \param EndLoc Ending location of the clause.
/// \param NumVars Number of variables.
///
OMPAlignedClause(SourceLocation StartLoc, SourceLocation LParenLoc,
SourceLocation ColonLoc, SourceLocation EndLoc,
unsigned NumVars)
: OMPVarListClause<OMPAlignedClause>(OMPC_aligned, StartLoc, LParenLoc,
EndLoc, NumVars),
ColonLoc(ColonLoc) {}
/// \brief Build an empty clause.
///
/// \param NumVars Number of variables.
///
explicit OMPAlignedClause(unsigned NumVars)
: OMPVarListClause<OMPAlignedClause>(OMPC_aligned, SourceLocation(),
SourceLocation(), SourceLocation(),
NumVars),
ColonLoc(SourceLocation()) {}
public:
/// \brief Creates clause with a list of variables \a VL and alignment \a A.
///
/// \param C AST Context.
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param ColonLoc Location of ':'.
/// \param EndLoc Ending location of the clause.
/// \param VL List of references to the variables.
/// \param A Alignment.
static OMPAlignedClause *Create(const ASTContext &C, SourceLocation StartLoc,
SourceLocation LParenLoc,
SourceLocation ColonLoc,
SourceLocation EndLoc, ArrayRef<Expr *> VL,
Expr *A);
/// \brief Creates an empty clause with the place for \a NumVars variables.
///
/// \param C AST context.
/// \param NumVars Number of variables.
///
static OMPAlignedClause *CreateEmpty(const ASTContext &C, unsigned NumVars);
/// \brief Sets the location of ':'.
void setColonLoc(SourceLocation Loc) { ColonLoc = Loc; }
/// \brief Returns the location of ':'.
SourceLocation getColonLoc() const { return ColonLoc; }
/// \brief Returns alignment.
Expr *getAlignment() { return *varlist_end(); }
/// \brief Returns alignment.
const Expr *getAlignment() const { return *varlist_end(); }
child_range children() {
return child_range(reinterpret_cast<Stmt **>(varlist_begin()),
reinterpret_cast<Stmt **>(varlist_end()));
}
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_aligned;
}
};
/// \brief This represents clause 'copyin' in the '#pragma omp ...' directives.
///
/// \code
/// #pragma omp parallel copyin(a,b)
/// \endcode
/// In this example directive '#pragma omp parallel' has clause 'copyin'
/// with the variables 'a' and 'b'.
///
class OMPCopyinClause final
: public OMPVarListClause<OMPCopyinClause>,
private llvm::TrailingObjects<OMPCopyinClause, Expr *> {
// Class has 3 additional tail allocated arrays:
// 1. List of helper expressions for proper generation of assignment operation
// required for copyin clause. This list represents sources.
// 2. List of helper expressions for proper generation of assignment operation
// required for copyin clause. This list represents destinations.
// 3. List of helper expressions that represents assignment operation:
// \code
// DstExprs = SrcExprs;
// \endcode
// Required for proper codegen of propagation of master's thread values of
// threadprivate variables to local instances of that variables in other
// implicit threads.
friend TrailingObjects;
friend OMPVarListClause;
friend class OMPClauseReader;
/// \brief Build clause with number of variables \a N.
///
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param EndLoc Ending location of the clause.
/// \param N Number of the variables in the clause.
///
OMPCopyinClause(SourceLocation StartLoc, SourceLocation LParenLoc,
SourceLocation EndLoc, unsigned N)
: OMPVarListClause<OMPCopyinClause>(OMPC_copyin, StartLoc, LParenLoc,
EndLoc, N) {}
/// \brief Build an empty clause.
///
/// \param N Number of variables.
///
explicit OMPCopyinClause(unsigned N)
: OMPVarListClause<OMPCopyinClause>(OMPC_copyin, SourceLocation(),
SourceLocation(), SourceLocation(),
N) {}
/// \brief Set list of helper expressions, required for proper codegen of the
/// clause. These expressions represent source expression in the final
/// assignment statement performed by the copyin clause.
void setSourceExprs(ArrayRef<Expr *> SrcExprs);
/// \brief Get the list of helper source expressions.
MutableArrayRef<Expr *> getSourceExprs() {
return MutableArrayRef<Expr *>(varlist_end(), varlist_size());
}
ArrayRef<const Expr *> getSourceExprs() const {
return llvm::makeArrayRef(varlist_end(), varlist_size());
}
/// \brief Set list of helper expressions, required for proper codegen of the
/// clause. These expressions represent destination expression in the final
/// assignment statement performed by the copyin clause.
void setDestinationExprs(ArrayRef<Expr *> DstExprs);
/// \brief Get the list of helper destination expressions.
MutableArrayRef<Expr *> getDestinationExprs() {
return MutableArrayRef<Expr *>(getSourceExprs().end(), varlist_size());
}
ArrayRef<const Expr *> getDestinationExprs() const {
return llvm::makeArrayRef(getSourceExprs().end(), varlist_size());
}
/// \brief Set list of helper assignment expressions, required for proper
/// codegen of the clause. These expressions are assignment expressions that
/// assign source helper expressions to destination helper expressions
/// correspondingly.
void setAssignmentOps(ArrayRef<Expr *> AssignmentOps);
/// \brief Get the list of helper assignment expressions.
MutableArrayRef<Expr *> getAssignmentOps() {
return MutableArrayRef<Expr *>(getDestinationExprs().end(), varlist_size());
}
ArrayRef<const Expr *> getAssignmentOps() const {
return llvm::makeArrayRef(getDestinationExprs().end(), varlist_size());
}
public:
/// \brief Creates clause with a list of variables \a VL.
///
/// \param C AST context.
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param EndLoc Ending location of the clause.
/// \param VL List of references to the variables.
/// \param SrcExprs List of helper expressions for proper generation of
/// assignment operation required for copyin clause. This list represents
/// sources.
/// \param DstExprs List of helper expressions for proper generation of
/// assignment operation required for copyin clause. This list represents
/// destinations.
/// \param AssignmentOps List of helper expressions that represents assignment
/// operation:
/// \code
/// DstExprs = SrcExprs;
/// \endcode
/// Required for proper codegen of propagation of master's thread values of
/// threadprivate variables to local instances of that variables in other
/// implicit threads.
///
static OMPCopyinClause *
Create(const ASTContext &C, SourceLocation StartLoc, SourceLocation LParenLoc,
SourceLocation EndLoc, ArrayRef<Expr *> VL, ArrayRef<Expr *> SrcExprs,
ArrayRef<Expr *> DstExprs, ArrayRef<Expr *> AssignmentOps);
/// \brief Creates an empty clause with \a N variables.
///
/// \param C AST context.
/// \param N The number of variables.
///
static OMPCopyinClause *CreateEmpty(const ASTContext &C, unsigned N);
typedef MutableArrayRef<Expr *>::iterator helper_expr_iterator;
typedef ArrayRef<const Expr *>::iterator helper_expr_const_iterator;
typedef llvm::iterator_range<helper_expr_iterator> helper_expr_range;
typedef llvm::iterator_range<helper_expr_const_iterator>
helper_expr_const_range;
helper_expr_const_range source_exprs() const {
return helper_expr_const_range(getSourceExprs().begin(),
getSourceExprs().end());
}
helper_expr_range source_exprs() {
return helper_expr_range(getSourceExprs().begin(), getSourceExprs().end());
}
helper_expr_const_range destination_exprs() const {
return helper_expr_const_range(getDestinationExprs().begin(),
getDestinationExprs().end());
}
helper_expr_range destination_exprs() {
return helper_expr_range(getDestinationExprs().begin(),
getDestinationExprs().end());
}
helper_expr_const_range assignment_ops() const {
return helper_expr_const_range(getAssignmentOps().begin(),
getAssignmentOps().end());
}
helper_expr_range assignment_ops() {
return helper_expr_range(getAssignmentOps().begin(),
getAssignmentOps().end());
}
child_range children() {
return child_range(reinterpret_cast<Stmt **>(varlist_begin()),
reinterpret_cast<Stmt **>(varlist_end()));
}
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_copyin;
}
};
/// \brief This represents clause 'copyprivate' in the '#pragma omp ...'
/// directives.
///
/// \code
/// #pragma omp single copyprivate(a,b)
/// \endcode
/// In this example directive '#pragma omp single' has clause 'copyprivate'
/// with the variables 'a' and 'b'.
///
class OMPCopyprivateClause final
: public OMPVarListClause<OMPCopyprivateClause>,
private llvm::TrailingObjects<OMPCopyprivateClause, Expr *> {
friend TrailingObjects;
friend OMPVarListClause;
friend class OMPClauseReader;
/// \brief Build clause with number of variables \a N.
///
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param EndLoc Ending location of the clause.
/// \param N Number of the variables in the clause.
///
OMPCopyprivateClause(SourceLocation StartLoc, SourceLocation LParenLoc,
SourceLocation EndLoc, unsigned N)
: OMPVarListClause<OMPCopyprivateClause>(OMPC_copyprivate, StartLoc,
LParenLoc, EndLoc, N) {}
/// \brief Build an empty clause.
///
/// \param N Number of variables.
///
explicit OMPCopyprivateClause(unsigned N)
: OMPVarListClause<OMPCopyprivateClause>(
OMPC_copyprivate, SourceLocation(), SourceLocation(),
SourceLocation(), N) {}
/// \brief Set list of helper expressions, required for proper codegen of the
/// clause. These expressions represent source expression in the final
/// assignment statement performed by the copyprivate clause.
void setSourceExprs(ArrayRef<Expr *> SrcExprs);
/// \brief Get the list of helper source expressions.
MutableArrayRef<Expr *> getSourceExprs() {
return MutableArrayRef<Expr *>(varlist_end(), varlist_size());
}
ArrayRef<const Expr *> getSourceExprs() const {
return llvm::makeArrayRef(varlist_end(), varlist_size());
}
/// \brief Set list of helper expressions, required for proper codegen of the
/// clause. These expressions represent destination expression in the final
/// assignment statement performed by the copyprivate clause.
void setDestinationExprs(ArrayRef<Expr *> DstExprs);
/// \brief Get the list of helper destination expressions.
MutableArrayRef<Expr *> getDestinationExprs() {
return MutableArrayRef<Expr *>(getSourceExprs().end(), varlist_size());
}
ArrayRef<const Expr *> getDestinationExprs() const {
return llvm::makeArrayRef(getSourceExprs().end(), varlist_size());
}
/// \brief Set list of helper assignment expressions, required for proper
/// codegen of the clause. These expressions are assignment expressions that
/// assign source helper expressions to destination helper expressions
/// correspondingly.
void setAssignmentOps(ArrayRef<Expr *> AssignmentOps);
/// \brief Get the list of helper assignment expressions.
MutableArrayRef<Expr *> getAssignmentOps() {
return MutableArrayRef<Expr *>(getDestinationExprs().end(), varlist_size());
}
ArrayRef<const Expr *> getAssignmentOps() const {
return llvm::makeArrayRef(getDestinationExprs().end(), varlist_size());
}
public:
/// \brief Creates clause with a list of variables \a VL.
///
/// \param C AST context.
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param EndLoc Ending location of the clause.
/// \param VL List of references to the variables.
/// \param SrcExprs List of helper expressions for proper generation of
/// assignment operation required for copyprivate clause. This list represents
/// sources.
/// \param DstExprs List of helper expressions for proper generation of
/// assignment operation required for copyprivate clause. This list represents
/// destinations.
/// \param AssignmentOps List of helper expressions that represents assignment
/// operation:
/// \code
/// DstExprs = SrcExprs;
/// \endcode
/// Required for proper codegen of final assignment performed by the
/// copyprivate clause.
///
static OMPCopyprivateClause *
Create(const ASTContext &C, SourceLocation StartLoc, SourceLocation LParenLoc,
SourceLocation EndLoc, ArrayRef<Expr *> VL, ArrayRef<Expr *> SrcExprs,
ArrayRef<Expr *> DstExprs, ArrayRef<Expr *> AssignmentOps);
/// \brief Creates an empty clause with \a N variables.
///
/// \param C AST context.
/// \param N The number of variables.
///
static OMPCopyprivateClause *CreateEmpty(const ASTContext &C, unsigned N);
typedef MutableArrayRef<Expr *>::iterator helper_expr_iterator;
typedef ArrayRef<const Expr *>::iterator helper_expr_const_iterator;
typedef llvm::iterator_range<helper_expr_iterator> helper_expr_range;
typedef llvm::iterator_range<helper_expr_const_iterator>
helper_expr_const_range;
helper_expr_const_range source_exprs() const {
return helper_expr_const_range(getSourceExprs().begin(),
getSourceExprs().end());
}
helper_expr_range source_exprs() {
return helper_expr_range(getSourceExprs().begin(), getSourceExprs().end());
}
helper_expr_const_range destination_exprs() const {
return helper_expr_const_range(getDestinationExprs().begin(),
getDestinationExprs().end());
}
helper_expr_range destination_exprs() {
return helper_expr_range(getDestinationExprs().begin(),
getDestinationExprs().end());
}
helper_expr_const_range assignment_ops() const {
return helper_expr_const_range(getAssignmentOps().begin(),
getAssignmentOps().end());
}
helper_expr_range assignment_ops() {
return helper_expr_range(getAssignmentOps().begin(),
getAssignmentOps().end());
}
child_range children() {
return child_range(reinterpret_cast<Stmt **>(varlist_begin()),
reinterpret_cast<Stmt **>(varlist_end()));
}
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_copyprivate;
}
};
/// \brief This represents implicit clause 'flush' for the '#pragma omp flush'
/// directive.
/// This clause does not exist by itself, it can be only as a part of 'omp
/// flush' directive. This clause is introduced to keep the original structure
/// of \a OMPExecutableDirective class and its derivatives and to use the
/// existing infrastructure of clauses with the list of variables.
///
/// \code
/// #pragma omp flush(a,b)
/// \endcode
/// In this example directive '#pragma omp flush' has implicit clause 'flush'
/// with the variables 'a' and 'b'.
///
class OMPFlushClause final
: public OMPVarListClause<OMPFlushClause>,
private llvm::TrailingObjects<OMPFlushClause, Expr *> {
friend TrailingObjects;
friend OMPVarListClause;
/// \brief Build clause with number of variables \a N.
///
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param EndLoc Ending location of the clause.
/// \param N Number of the variables in the clause.
///
OMPFlushClause(SourceLocation StartLoc, SourceLocation LParenLoc,
SourceLocation EndLoc, unsigned N)
: OMPVarListClause<OMPFlushClause>(OMPC_flush, StartLoc, LParenLoc,
EndLoc, N) {}
/// \brief Build an empty clause.
///
/// \param N Number of variables.
///
explicit OMPFlushClause(unsigned N)
: OMPVarListClause<OMPFlushClause>(OMPC_flush, SourceLocation(),
SourceLocation(), SourceLocation(),
N) {}
public:
/// \brief Creates clause with a list of variables \a VL.
///
/// \param C AST context.
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param EndLoc Ending location of the clause.
/// \param VL List of references to the variables.
///
static OMPFlushClause *Create(const ASTContext &C, SourceLocation StartLoc,
SourceLocation LParenLoc, SourceLocation EndLoc,
ArrayRef<Expr *> VL);
/// \brief Creates an empty clause with \a N variables.
///
/// \param C AST context.
/// \param N The number of variables.
///
static OMPFlushClause *CreateEmpty(const ASTContext &C, unsigned N);
child_range children() {
return child_range(reinterpret_cast<Stmt **>(varlist_begin()),
reinterpret_cast<Stmt **>(varlist_end()));
}
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_flush;
}
};
/// \brief This represents implicit clause 'depend' for the '#pragma omp task'
/// directive.
///
/// \code
/// #pragma omp task depend(in:a,b)
/// \endcode
/// In this example directive '#pragma omp task' with clause 'depend' with the
/// variables 'a' and 'b' with dependency 'in'.
///
class OMPDependClause final
: public OMPVarListClause<OMPDependClause>,
private llvm::TrailingObjects<OMPDependClause, Expr *> {
friend TrailingObjects;
friend OMPVarListClause;
friend class OMPClauseReader;
/// \brief Dependency type (one of in, out, inout).
OpenMPDependClauseKind DepKind;
/// \brief Dependency type location.
SourceLocation DepLoc;
/// \brief Colon location.
SourceLocation ColonLoc;
/// \brief Build clause with number of variables \a N.
///
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param EndLoc Ending location of the clause.
/// \param N Number of the variables in the clause.
///
OMPDependClause(SourceLocation StartLoc, SourceLocation LParenLoc,
SourceLocation EndLoc, unsigned N)
: OMPVarListClause<OMPDependClause>(OMPC_depend, StartLoc, LParenLoc,
EndLoc, N),
DepKind(OMPC_DEPEND_unknown) {}
/// \brief Build an empty clause.
///
/// \param N Number of variables.
///
explicit OMPDependClause(unsigned N)
: OMPVarListClause<OMPDependClause>(OMPC_depend, SourceLocation(),
SourceLocation(), SourceLocation(),
N),
DepKind(OMPC_DEPEND_unknown) {}
/// \brief Set dependency kind.
void setDependencyKind(OpenMPDependClauseKind K) { DepKind = K; }
/// \brief Set dependency kind and its location.
void setDependencyLoc(SourceLocation Loc) { DepLoc = Loc; }
/// \brief Set colon location.
void setColonLoc(SourceLocation Loc) { ColonLoc = Loc; }
public:
/// \brief Creates clause with a list of variables \a VL.
///
/// \param C AST context.
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param EndLoc Ending location of the clause.
/// \param DepKind Dependency type.
/// \param DepLoc Location of the dependency type.
/// \param ColonLoc Colon location.
/// \param VL List of references to the variables.
static OMPDependClause *
Create(const ASTContext &C, SourceLocation StartLoc, SourceLocation LParenLoc,
SourceLocation EndLoc, OpenMPDependClauseKind DepKind,
SourceLocation DepLoc, SourceLocation ColonLoc, ArrayRef<Expr *> VL);
/// \brief Creates an empty clause with \a N variables.
///
/// \param C AST context.
/// \param N The number of variables.
///
static OMPDependClause *CreateEmpty(const ASTContext &C, unsigned N);
/// \brief Get dependency type.
OpenMPDependClauseKind getDependencyKind() const { return DepKind; }
/// \brief Get dependency type location.
SourceLocation getDependencyLoc() const { return DepLoc; }
/// \brief Get colon location.
SourceLocation getColonLoc() const { return ColonLoc; }
/// Set the loop counter value for the depend clauses with 'sink|source' kind
/// of dependency. Required for codegen.
void setCounterValue(Expr *V);
/// Get the loop counter value.
Expr *getCounterValue();
/// Get the loop counter value.
const Expr *getCounterValue() const;
child_range children() {
return child_range(reinterpret_cast<Stmt **>(varlist_begin()),
reinterpret_cast<Stmt **>(varlist_end()));
}
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_depend;
}
};
/// \brief This represents 'device' clause in the '#pragma omp ...'
/// directive.
///
/// \code
/// #pragma omp target device(a)
/// \endcode
/// In this example directive '#pragma omp target' has clause 'device'
/// with single expression 'a'.
///
class OMPDeviceClause : public OMPClause {
friend class OMPClauseReader;
/// \brief Location of '('.
SourceLocation LParenLoc;
/// \brief Device number.
Stmt *Device;
/// \brief Set the device number.
///
/// \param E Device number.
///
void setDevice(Expr *E) { Device = E; }
public:
/// \brief Build 'device' clause.
///
/// \param E Expression associated with this clause.
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param EndLoc Ending location of the clause.
///
OMPDeviceClause(Expr *E, SourceLocation StartLoc, SourceLocation LParenLoc,
SourceLocation EndLoc)
: OMPClause(OMPC_device, StartLoc, EndLoc), LParenLoc(LParenLoc),
Device(E) {}
/// \brief Build an empty clause.
///
OMPDeviceClause()
: OMPClause(OMPC_device, SourceLocation(), SourceLocation()),
LParenLoc(SourceLocation()), Device(nullptr) {}
/// \brief Sets the location of '('.
void setLParenLoc(SourceLocation Loc) { LParenLoc = Loc; }
/// \brief Returns the location of '('.
SourceLocation getLParenLoc() const { return LParenLoc; }
/// \brief Return device number.
Expr *getDevice() { return cast<Expr>(Device); }
/// \brief Return device number.
Expr *getDevice() const { return cast<Expr>(Device); }
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_device;
}
child_range children() { return child_range(&Device, &Device + 1); }
};
/// \brief This represents 'threads' clause in the '#pragma omp ...' directive.
///
/// \code
/// #pragma omp ordered threads
/// \endcode
/// In this example directive '#pragma omp ordered' has simple 'threads' clause.
///
class OMPThreadsClause : public OMPClause {
public:
/// \brief Build 'threads' clause.
///
/// \param StartLoc Starting location of the clause.
/// \param EndLoc Ending location of the clause.
///
OMPThreadsClause(SourceLocation StartLoc, SourceLocation EndLoc)
: OMPClause(OMPC_threads, StartLoc, EndLoc) {}
/// \brief Build an empty clause.
///
OMPThreadsClause()
: OMPClause(OMPC_threads, SourceLocation(), SourceLocation()) {}
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_threads;
}
child_range children() {
return child_range(child_iterator(), child_iterator());
}
};
/// \brief This represents 'simd' clause in the '#pragma omp ...' directive.
///
/// \code
/// #pragma omp ordered simd
/// \endcode
/// In this example directive '#pragma omp ordered' has simple 'simd' clause.
///
class OMPSIMDClause : public OMPClause {
public:
/// \brief Build 'simd' clause.
///
/// \param StartLoc Starting location of the clause.
/// \param EndLoc Ending location of the clause.
///
OMPSIMDClause(SourceLocation StartLoc, SourceLocation EndLoc)
: OMPClause(OMPC_simd, StartLoc, EndLoc) {}
/// \brief Build an empty clause.
///
OMPSIMDClause() : OMPClause(OMPC_simd, SourceLocation(), SourceLocation()) {}
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_simd;
}
child_range children() {
return child_range(child_iterator(), child_iterator());
}
};
/// \brief Struct that defines common infrastructure to handle mappable
/// expressions used in OpenMP clauses.
class OMPClauseMappableExprCommon {
public:
// \brief Class that represents a component of a mappable expression. E.g.
// for an expression S.a, the first component is a declaration reference
// expression associated with 'S' and the second is a member expression
// associated with the field declaration 'a'. If the expression is an array
// subscript it may not have any associated declaration. In that case the
// associated declaration is set to nullptr.
class MappableComponent {
// \brief Expression associated with the component.
Expr *AssociatedExpression = nullptr;
// \brief Declaration associated with the declaration. If the component does
// not have a declaration (e.g. array subscripts or section), this is set to
// nullptr.
ValueDecl *AssociatedDeclaration = nullptr;
public:
explicit MappableComponent() {}
explicit MappableComponent(Expr *AssociatedExpression,
ValueDecl *AssociatedDeclaration)
: AssociatedExpression(AssociatedExpression),
AssociatedDeclaration(
AssociatedDeclaration
? cast<ValueDecl>(AssociatedDeclaration->getCanonicalDecl())
: nullptr) {}
Expr *getAssociatedExpression() const { return AssociatedExpression; }
ValueDecl *getAssociatedDeclaration() const {
return AssociatedDeclaration;
}
};
// \brief List of components of an expression. This first one is the whole
// expression and the last one is the base expression.
typedef SmallVector<MappableComponent, 8> MappableExprComponentList;
typedef ArrayRef<MappableComponent> MappableExprComponentListRef;
// \brief List of all component lists associated to the same base declaration.
// E.g. if both 'S.a' and 'S.b' are a mappable expressions, each will have
// their component list but the same base declaration 'S'.
typedef SmallVector<MappableExprComponentList, 8> MappableExprComponentLists;
typedef ArrayRef<MappableExprComponentList> MappableExprComponentListsRef;
protected:
// \brief Return the total number of elements in a list of component lists.
static unsigned
getComponentsTotalNumber(MappableExprComponentListsRef ComponentLists);
// \brief Return the total number of elements in a list of declarations. All
// declarations are expected to be canonical.
static unsigned
getUniqueDeclarationsTotalNumber(ArrayRef<ValueDecl *> Declarations);
};
/// \brief This represents clauses with a list of expressions that are mappable.
/// Examples of these clauses are 'map' in
/// '#pragma omp target [enter|exit] [data]...' directives, and 'to' and 'from
/// in '#pragma omp target update...' directives.
template <class T>
class OMPMappableExprListClause : public OMPVarListClause<T>,
public OMPClauseMappableExprCommon {
friend class OMPClauseReader;
/// \brief Number of unique declarations in this clause.
unsigned NumUniqueDeclarations;
/// \brief Number of component lists in this clause.
unsigned NumComponentLists;
/// \brief Total number of components in this clause.
unsigned NumComponents;
protected:
/// \brief Get the unique declarations that are in the trailing objects of the
/// class.
MutableArrayRef<ValueDecl *> getUniqueDeclsRef() {
return MutableArrayRef<ValueDecl *>(
static_cast<T *>(this)->template getTrailingObjects<ValueDecl *>(),
NumUniqueDeclarations);
}
/// \brief Get the unique declarations that are in the trailing objects of the
/// class.
ArrayRef<ValueDecl *> getUniqueDeclsRef() const {
return ArrayRef<ValueDecl *>(
static_cast<const T *>(this)
->template getTrailingObjects<ValueDecl *>(),
NumUniqueDeclarations);
}
/// \brief Set the unique declarations that are in the trailing objects of the
/// class.
void setUniqueDecls(ArrayRef<ValueDecl *> UDs) {
assert(UDs.size() == NumUniqueDeclarations &&
"Unexpected amount of unique declarations.");
std::copy(UDs.begin(), UDs.end(), getUniqueDeclsRef().begin());
}
/// \brief Get the number of lists per declaration that are in the trailing
/// objects of the class.
MutableArrayRef<unsigned> getDeclNumListsRef() {
return MutableArrayRef<unsigned>(
static_cast<T *>(this)->template getTrailingObjects<unsigned>(),
NumUniqueDeclarations);
}
/// \brief Get the number of lists per declaration that are in the trailing
/// objects of the class.
ArrayRef<unsigned> getDeclNumListsRef() const {
return ArrayRef<unsigned>(
static_cast<const T *>(this)->template getTrailingObjects<unsigned>(),
NumUniqueDeclarations);
}
/// \brief Set the number of lists per declaration that are in the trailing
/// objects of the class.
void setDeclNumLists(ArrayRef<unsigned> DNLs) {
assert(DNLs.size() == NumUniqueDeclarations &&
"Unexpected amount of list numbers.");
std::copy(DNLs.begin(), DNLs.end(), getDeclNumListsRef().begin());
}
/// \brief Get the cumulative component lists sizes that are in the trailing
/// objects of the class. They are appended after the number of lists.
MutableArrayRef<unsigned> getComponentListSizesRef() {
return MutableArrayRef<unsigned>(
static_cast<T *>(this)->template getTrailingObjects<unsigned>() +
NumUniqueDeclarations,
NumComponentLists);
}
/// \brief Get the cumulative component lists sizes that are in the trailing
/// objects of the class. They are appended after the number of lists.
ArrayRef<unsigned> getComponentListSizesRef() const {
return ArrayRef<unsigned>(
static_cast<const T *>(this)->template getTrailingObjects<unsigned>() +
NumUniqueDeclarations,
NumComponentLists);
}
/// \brief Set the cumulative component lists sizes that are in the trailing
/// objects of the class.
void setComponentListSizes(ArrayRef<unsigned> CLSs) {
assert(CLSs.size() == NumComponentLists &&
"Unexpected amount of component lists.");
std::copy(CLSs.begin(), CLSs.end(), getComponentListSizesRef().begin());
}
/// \brief Get the components that are in the trailing objects of the class.
MutableArrayRef<MappableComponent> getComponentsRef() {
return MutableArrayRef<MappableComponent>(
static_cast<T *>(this)
->template getTrailingObjects<MappableComponent>(),
NumComponents);
}
/// \brief Get the components that are in the trailing objects of the class.
ArrayRef<MappableComponent> getComponentsRef() const {
return ArrayRef<MappableComponent>(
static_cast<const T *>(this)
->template getTrailingObjects<MappableComponent>(),
NumComponents);
}
/// \brief Set the components that are in the trailing objects of the class.
/// This requires the list sizes so that it can also fill the original
/// expressions, which are the first component of each list.
void setComponents(ArrayRef<MappableComponent> Components,
ArrayRef<unsigned> CLSs) {
assert(Components.size() == NumComponents &&
"Unexpected amount of component lists.");
assert(CLSs.size() == NumComponentLists &&
"Unexpected amount of list sizes.");
std::copy(Components.begin(), Components.end(), getComponentsRef().begin());
}
/// \brief Fill the clause information from the list of declarations and
/// associated component lists.
void setClauseInfo(ArrayRef<ValueDecl *> Declarations,
MappableExprComponentListsRef ComponentLists) {
// Perform some checks to make sure the data sizes are consistent with the
// information available when the clause was created.
assert(getUniqueDeclarationsTotalNumber(Declarations) ==
NumUniqueDeclarations &&
"Unexpected number of mappable expression info entries!");
assert(getComponentsTotalNumber(ComponentLists) == NumComponents &&
"Unexpected total number of components!");
assert(Declarations.size() == ComponentLists.size() &&
"Declaration and component lists size is not consistent!");
assert(Declarations.size() == NumComponentLists &&
"Unexpected declaration and component lists size!");
// Organize the components by declaration and retrieve the original
// expression. Original expressions are always the first component of the
// mappable component list.
llvm::DenseMap<ValueDecl *, SmallVector<MappableExprComponentListRef, 8>>
ComponentListMap;
{
auto CI = ComponentLists.begin();
for (auto DI = Declarations.begin(), DE = Declarations.end(); DI != DE;
++DI, ++CI) {
assert(!CI->empty() && "Invalid component list!");
ComponentListMap[*DI].push_back(*CI);
}
}
// Iterators of the target storage.
auto UniqueDeclarations = getUniqueDeclsRef();
auto UDI = UniqueDeclarations.begin();
auto DeclNumLists = getDeclNumListsRef();
auto DNLI = DeclNumLists.begin();
auto ComponentListSizes = getComponentListSizesRef();
auto CLSI = ComponentListSizes.begin();
auto Components = getComponentsRef();
auto CI = Components.begin();
// Variable to compute the accumulation of the number of components.
unsigned PrevSize = 0u;
// Scan all the declarations and associated component lists.
for (auto &M : ComponentListMap) {
// The declaration.
auto *D = M.first;
// The component lists.
auto CL = M.second;
// Initialize the entry.
*UDI = D;
++UDI;
*DNLI = CL.size();
++DNLI;
// Obtain the cumulative sizes and concatenate all the components in the
// reserved storage.
for (auto C : CL) {
// Accumulate with the previous size.
PrevSize += C.size();
// Save the size.
*CLSI = PrevSize;
++CLSI;
// Append components after the current components iterator.
CI = std::copy(C.begin(), C.end(), CI);
}
}
}
/// \brief Build a clause for \a NumUniqueDeclarations declarations, \a
/// NumComponentLists total component lists, and \a NumComponents total
/// components.
///
/// \param K Kind of the clause.
/// \param StartLoc Starting location of the clause (the clause keyword).
/// \param LParenLoc Location of '('.
/// \param EndLoc Ending location of the clause.
/// \param NumVars Number of expressions listed in the clause.
/// \param NumUniqueDeclarations Number of unique base declarations in this
/// clause.
/// \param NumComponentLists Number of component lists in this clause - one
/// list for each expression in the clause.
/// \param NumComponents Total number of expression components in the clause.
///
OMPMappableExprListClause(OpenMPClauseKind K, SourceLocation StartLoc,
SourceLocation LParenLoc, SourceLocation EndLoc,
unsigned NumVars, unsigned NumUniqueDeclarations,
unsigned NumComponentLists, unsigned NumComponents)
: OMPVarListClause<T>(K, StartLoc, LParenLoc, EndLoc, NumVars),
NumUniqueDeclarations(NumUniqueDeclarations),
NumComponentLists(NumComponentLists), NumComponents(NumComponents) {}
public:
/// \brief Return the number of unique base declarations in this clause.
unsigned getUniqueDeclarationsNum() const { return NumUniqueDeclarations; }
/// \brief Return the number of lists derived from the clause expressions.
unsigned getTotalComponentListNum() const { return NumComponentLists; }
/// \brief Return the total number of components in all lists derived from the
/// clause.
unsigned getTotalComponentsNum() const { return NumComponents; }
/// \brief Iterator that browse the components by lists. It also allows
/// browsing components of a single declaration.
class const_component_lists_iterator
: public llvm::iterator_adaptor_base<
const_component_lists_iterator,
MappableExprComponentListRef::const_iterator,
std::forward_iterator_tag, MappableComponent, ptrdiff_t,
MappableComponent, MappableComponent> {
// The declaration the iterator currently refers to.
ArrayRef<ValueDecl *>::iterator DeclCur;
// The list number associated with the current declaration.
ArrayRef<unsigned>::iterator NumListsCur;
// Remaining lists for the current declaration.
unsigned RemainingLists;
// The cumulative size of the previous list, or zero if there is no previous
// list.
unsigned PrevListSize;
// The cumulative sizes of the current list - it will delimit the remaining
// range of interest.
ArrayRef<unsigned>::const_iterator ListSizeCur;
ArrayRef<unsigned>::const_iterator ListSizeEnd;
// Iterator to the end of the components storage.
MappableExprComponentListRef::const_iterator End;
public:
/// \brief Construct an iterator that scans all lists.
explicit const_component_lists_iterator(
ArrayRef<ValueDecl *> UniqueDecls, ArrayRef<unsigned> DeclsListNum,
ArrayRef<unsigned> CumulativeListSizes,
MappableExprComponentListRef Components)
: const_component_lists_iterator::iterator_adaptor_base(
Components.begin()),
DeclCur(UniqueDecls.begin()), NumListsCur(DeclsListNum.begin()),
RemainingLists(0u), PrevListSize(0u),
ListSizeCur(CumulativeListSizes.begin()),
ListSizeEnd(CumulativeListSizes.end()), End(Components.end()) {
assert(UniqueDecls.size() == DeclsListNum.size() &&
"Inconsistent number of declarations and list sizes!");
if (!DeclsListNum.empty())
RemainingLists = *NumListsCur;
}
/// \brief Construct an iterator that scan lists for a given declaration \a
/// Declaration.
explicit const_component_lists_iterator(
const ValueDecl *Declaration, ArrayRef<ValueDecl *> UniqueDecls,
ArrayRef<unsigned> DeclsListNum, ArrayRef<unsigned> CumulativeListSizes,
MappableExprComponentListRef Components)
: const_component_lists_iterator(UniqueDecls, DeclsListNum,
CumulativeListSizes, Components) {
// Look for the desired declaration. While we are looking for it, we
// update the state so that we know the component where a given list
// starts.
for (; DeclCur != UniqueDecls.end(); ++DeclCur, ++NumListsCur) {
if (*DeclCur == Declaration)
break;
assert(*NumListsCur > 0 && "No lists associated with declaration??");
// Skip the lists associated with the current declaration, but save the
// last list size that was skipped.
std::advance(ListSizeCur, *NumListsCur - 1);
PrevListSize = *ListSizeCur;
++ListSizeCur;
}
// If we didn't find any declaration, advance the iterator to after the
// last component and set remaining lists to zero.
if (ListSizeCur == CumulativeListSizes.end()) {
this->I = End;
RemainingLists = 0u;
return;
}
// Set the remaining lists with the total number of lists of the current
// declaration.
RemainingLists = *NumListsCur;
// Adjust the list size end iterator to the end of the relevant range.
ListSizeEnd = ListSizeCur;
std::advance(ListSizeEnd, RemainingLists);
// Given that the list sizes are cumulative, the index of the component
// that start the list is the size of the previous list.
std::advance(this->I, PrevListSize);
}
// Return the array with the current list. The sizes are cumulative, so the
// array size is the difference between the current size and previous one.
std::pair<const ValueDecl *, MappableExprComponentListRef>
operator*() const {
assert(ListSizeCur != ListSizeEnd && "Invalid iterator!");
return std::make_pair(
*DeclCur,
MappableExprComponentListRef(&*this->I, *ListSizeCur - PrevListSize));
}
std::pair<const ValueDecl *, MappableExprComponentListRef>
operator->() const {
return **this;
}
// Skip the components of the current list.
const_component_lists_iterator &operator++() {
assert(ListSizeCur != ListSizeEnd && RemainingLists &&
"Invalid iterator!");
// If we don't have more lists just skip all the components. Otherwise,
// advance the iterator by the number of components in the current list.
if (std::next(ListSizeCur) == ListSizeEnd) {
this->I = End;
RemainingLists = 0;
} else {
std::advance(this->I, *ListSizeCur - PrevListSize);
PrevListSize = *ListSizeCur;
// We are done with a declaration, move to the next one.
if (!(--RemainingLists)) {
++DeclCur;
++NumListsCur;
RemainingLists = *NumListsCur;
assert(RemainingLists && "No lists in the following declaration??");
}
}
++ListSizeCur;
return *this;
}
};
typedef llvm::iterator_range<const_component_lists_iterator>
const_component_lists_range;
/// \brief Iterators for all component lists.
const_component_lists_iterator component_lists_begin() const {
return const_component_lists_iterator(
getUniqueDeclsRef(), getDeclNumListsRef(), getComponentListSizesRef(),
getComponentsRef());
}
const_component_lists_iterator component_lists_end() const {
return const_component_lists_iterator(
ArrayRef<ValueDecl *>(), ArrayRef<unsigned>(), ArrayRef<unsigned>(),
MappableExprComponentListRef(getComponentsRef().end(),
getComponentsRef().end()));
}
const_component_lists_range component_lists() const {
return {component_lists_begin(), component_lists_end()};
}
/// \brief Iterators for component lists associated with the provided
/// declaration.
const_component_lists_iterator
decl_component_lists_begin(const ValueDecl *VD) const {
return const_component_lists_iterator(
VD, getUniqueDeclsRef(), getDeclNumListsRef(),
getComponentListSizesRef(), getComponentsRef());
}
const_component_lists_iterator decl_component_lists_end() const {
return component_lists_end();
}
const_component_lists_range decl_component_lists(const ValueDecl *VD) const {
return {decl_component_lists_begin(VD), decl_component_lists_end()};
}
/// Iterators to access all the declarations, number of lists, list sizes, and
/// components.
typedef ArrayRef<ValueDecl *>::iterator const_all_decls_iterator;
typedef llvm::iterator_range<const_all_decls_iterator> const_all_decls_range;
const_all_decls_range all_decls() const {
auto A = getUniqueDeclsRef();
return const_all_decls_range(A.begin(), A.end());
}
typedef ArrayRef<unsigned>::iterator const_all_num_lists_iterator;
typedef llvm::iterator_range<const_all_num_lists_iterator>
const_all_num_lists_range;
const_all_num_lists_range all_num_lists() const {
auto A = getDeclNumListsRef();
return const_all_num_lists_range(A.begin(), A.end());
}
typedef ArrayRef<unsigned>::iterator const_all_lists_sizes_iterator;
typedef llvm::iterator_range<const_all_lists_sizes_iterator>
const_all_lists_sizes_range;
const_all_lists_sizes_range all_lists_sizes() const {
auto A = getComponentListSizesRef();
return const_all_lists_sizes_range(A.begin(), A.end());
}
typedef ArrayRef<MappableComponent>::iterator const_all_components_iterator;
typedef llvm::iterator_range<const_all_components_iterator>
const_all_components_range;
const_all_components_range all_components() const {
auto A = getComponentsRef();
return const_all_components_range(A.begin(), A.end());
}
};
/// \brief This represents clause 'map' in the '#pragma omp ...'
/// directives.
///
/// \code
/// #pragma omp target map(a,b)
/// \endcode
/// In this example directive '#pragma omp target' has clause 'map'
/// with the variables 'a' and 'b'.
///
class OMPMapClause final : public OMPMappableExprListClause<OMPMapClause>,
private llvm::TrailingObjects<
OMPMapClause, Expr *, ValueDecl *, unsigned,
OMPClauseMappableExprCommon::MappableComponent> {
friend TrailingObjects;
friend OMPVarListClause;
friend OMPMappableExprListClause;
friend class OMPClauseReader;
/// Define the sizes of each trailing object array except the last one. This
/// is required for TrailingObjects to work properly.
size_t numTrailingObjects(OverloadToken<Expr *>) const {
return varlist_size();
}
size_t numTrailingObjects(OverloadToken<ValueDecl *>) const {
return getUniqueDeclarationsNum();
}
size_t numTrailingObjects(OverloadToken<unsigned>) const {
return getUniqueDeclarationsNum() + getTotalComponentListNum();
}
/// \brief Map type modifier for the 'map' clause.
OpenMPMapClauseKind MapTypeModifier;
/// \brief Map type for the 'map' clause.
OpenMPMapClauseKind MapType;
/// \brief Is this an implicit map type or not.
bool MapTypeIsImplicit;
/// \brief Location of the map type.
SourceLocation MapLoc;
/// \brief Colon location.
SourceLocation ColonLoc;
/// \brief Set type modifier for the clause.
///
/// \param T Type Modifier for the clause.
///
void setMapTypeModifier(OpenMPMapClauseKind T) { MapTypeModifier = T; }
/// \brief Set type for the clause.
///
/// \param T Type for the clause.
///
void setMapType(OpenMPMapClauseKind T) { MapType = T; }
/// \brief Set type location.
///
/// \param TLoc Type location.
///
void setMapLoc(SourceLocation TLoc) { MapLoc = TLoc; }
/// \brief Set colon location.
void setColonLoc(SourceLocation Loc) { ColonLoc = Loc; }
/// \brief Build a clause for \a NumVars listed expressions, \a
/// NumUniqueDeclarations declarations, \a NumComponentLists total component
/// lists, and \a NumComponents total expression components.
///
/// \param MapTypeModifier Map type modifier.
/// \param MapType Map type.
/// \param MapTypeIsImplicit Map type is inferred implicitly.
/// \param MapLoc Location of the map type.
/// \param StartLoc Starting location of the clause.
/// \param EndLoc Ending location of the clause.
/// \param NumVars Number of expressions listed in this clause.
/// \param NumUniqueDeclarations Number of unique base declarations in this
/// clause.
/// \param NumComponentLists Number of component lists in this clause.
/// \param NumComponents Total number of expression components in the clause.
///
explicit OMPMapClause(OpenMPMapClauseKind MapTypeModifier,
OpenMPMapClauseKind MapType, bool MapTypeIsImplicit,
SourceLocation MapLoc, SourceLocation StartLoc,
SourceLocation LParenLoc, SourceLocation EndLoc,
unsigned NumVars, unsigned NumUniqueDeclarations,
unsigned NumComponentLists, unsigned NumComponents)
: OMPMappableExprListClause(OMPC_map, StartLoc, LParenLoc, EndLoc,
NumVars, NumUniqueDeclarations,
NumComponentLists, NumComponents),
MapTypeModifier(MapTypeModifier), MapType(MapType),
MapTypeIsImplicit(MapTypeIsImplicit), MapLoc(MapLoc) {}
/// \brief Build an empty clause.
///
/// \param NumVars Number of expressions listed in this clause.
/// \param NumUniqueDeclarations Number of unique base declarations in this
/// clause.
/// \param NumComponentLists Number of component lists in this clause.
/// \param NumComponents Total number of expression components in the clause.
///
explicit OMPMapClause(unsigned NumVars, unsigned NumUniqueDeclarations,
unsigned NumComponentLists, unsigned NumComponents)
: OMPMappableExprListClause(
OMPC_map, SourceLocation(), SourceLocation(), SourceLocation(),
NumVars, NumUniqueDeclarations, NumComponentLists, NumComponents),
MapTypeModifier(OMPC_MAP_unknown), MapType(OMPC_MAP_unknown),
MapTypeIsImplicit(false), MapLoc() {}
public:
/// \brief Creates clause with a list of variables \a VL.
///
/// \param C AST context.
/// \param StartLoc Starting location of the clause.
/// \param EndLoc Ending location of the clause.
/// \param Vars The original expression used in the clause.
/// \param Declarations Declarations used in the clause.
/// \param ComponentLists Component lists used in the clause.
/// \param TypeModifier Map type modifier.
/// \param Type Map type.
/// \param TypeIsImplicit Map type is inferred implicitly.
/// \param TypeLoc Location of the map type.
///
static OMPMapClause *Create(const ASTContext &C, SourceLocation StartLoc,
SourceLocation LParenLoc, SourceLocation EndLoc,
ArrayRef<Expr *> Vars,
ArrayRef<ValueDecl *> Declarations,
MappableExprComponentListsRef ComponentLists,
OpenMPMapClauseKind TypeModifier,
OpenMPMapClauseKind Type, bool TypeIsImplicit,
SourceLocation TypeLoc);
/// \brief Creates an empty clause with the place for for \a NumVars original
/// expressions, \a NumUniqueDeclarations declarations, \NumComponentLists
/// lists, and \a NumComponents expression components.
///
/// \param C AST context.
/// \param NumVars Number of expressions listed in the clause.
/// \param NumUniqueDeclarations Number of unique base declarations in this
/// clause.
/// \param NumComponentLists Number of unique base declarations in this
/// clause.
/// \param NumComponents Total number of expression components in the clause.
///
static OMPMapClause *CreateEmpty(const ASTContext &C, unsigned NumVars,
unsigned NumUniqueDeclarations,
unsigned NumComponentLists,
unsigned NumComponents);
/// \brief Fetches mapping kind for the clause.
OpenMPMapClauseKind getMapType() const LLVM_READONLY { return MapType; }
/// \brief Is this an implicit map type?
/// We have to capture 'IsMapTypeImplicit' from the parser for more
/// informative error messages. It helps distinguish map(r) from
/// map(tofrom: r), which is important to print more helpful error
/// messages for some target directives.
bool isImplicitMapType() const LLVM_READONLY { return MapTypeIsImplicit; }
/// \brief Fetches the map type modifier for the clause.
OpenMPMapClauseKind getMapTypeModifier() const LLVM_READONLY {
return MapTypeModifier;
}
/// \brief Fetches location of clause mapping kind.
SourceLocation getMapLoc() const LLVM_READONLY { return MapLoc; }
/// \brief Get colon location.
SourceLocation getColonLoc() const { return ColonLoc; }
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_map;
}
child_range children() {
return child_range(
reinterpret_cast<Stmt **>(varlist_begin()),
reinterpret_cast<Stmt **>(varlist_end()));
}
};
/// \brief This represents 'num_teams' clause in the '#pragma omp ...'
/// directive.
///
/// \code
/// #pragma omp teams num_teams(n)
/// \endcode
/// In this example directive '#pragma omp teams' has clause 'num_teams'
/// with single expression 'n'.
///
class OMPNumTeamsClause : public OMPClause {
friend class OMPClauseReader;
/// \brief Location of '('.
SourceLocation LParenLoc;
/// \brief NumTeams number.
Stmt *NumTeams;
/// \brief Set the NumTeams number.
///
/// \param E NumTeams number.
///
void setNumTeams(Expr *E) { NumTeams = E; }
public:
/// \brief Build 'num_teams' clause.
///
/// \param E Expression associated with this clause.
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param EndLoc Ending location of the clause.
///
OMPNumTeamsClause(Expr *E, SourceLocation StartLoc, SourceLocation LParenLoc,
SourceLocation EndLoc)
: OMPClause(OMPC_num_teams, StartLoc, EndLoc), LParenLoc(LParenLoc),
NumTeams(E) {}
/// \brief Build an empty clause.
///
OMPNumTeamsClause()
: OMPClause(OMPC_num_teams, SourceLocation(), SourceLocation()),
LParenLoc(SourceLocation()), NumTeams(nullptr) {}
/// \brief Sets the location of '('.
void setLParenLoc(SourceLocation Loc) { LParenLoc = Loc; }
/// \brief Returns the location of '('.
SourceLocation getLParenLoc() const { return LParenLoc; }
/// \brief Return NumTeams number.
Expr *getNumTeams() { return cast<Expr>(NumTeams); }
/// \brief Return NumTeams number.
Expr *getNumTeams() const { return cast<Expr>(NumTeams); }
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_num_teams;
}
child_range children() { return child_range(&NumTeams, &NumTeams + 1); }
};
/// \brief This represents 'thread_limit' clause in the '#pragma omp ...'
/// directive.
///
/// \code
/// #pragma omp teams thread_limit(n)
/// \endcode
/// In this example directive '#pragma omp teams' has clause 'thread_limit'
/// with single expression 'n'.
///
class OMPThreadLimitClause : public OMPClause {
friend class OMPClauseReader;
/// \brief Location of '('.
SourceLocation LParenLoc;
/// \brief ThreadLimit number.
Stmt *ThreadLimit;
/// \brief Set the ThreadLimit number.
///
/// \param E ThreadLimit number.
///
void setThreadLimit(Expr *E) { ThreadLimit = E; }
public:
/// \brief Build 'thread_limit' clause.
///
/// \param E Expression associated with this clause.
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param EndLoc Ending location of the clause.
///
OMPThreadLimitClause(Expr *E, SourceLocation StartLoc,
SourceLocation LParenLoc, SourceLocation EndLoc)
: OMPClause(OMPC_thread_limit, StartLoc, EndLoc), LParenLoc(LParenLoc),
ThreadLimit(E) {}
/// \brief Build an empty clause.
///
OMPThreadLimitClause()
: OMPClause(OMPC_thread_limit, SourceLocation(), SourceLocation()),
LParenLoc(SourceLocation()), ThreadLimit(nullptr) {}
/// \brief Sets the location of '('.
void setLParenLoc(SourceLocation Loc) { LParenLoc = Loc; }
/// \brief Returns the location of '('.
SourceLocation getLParenLoc() const { return LParenLoc; }
/// \brief Return ThreadLimit number.
Expr *getThreadLimit() { return cast<Expr>(ThreadLimit); }
/// \brief Return ThreadLimit number.
Expr *getThreadLimit() const { return cast<Expr>(ThreadLimit); }
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_thread_limit;
}
child_range children() { return child_range(&ThreadLimit, &ThreadLimit + 1); }
};
/// \brief This represents 'priority' clause in the '#pragma omp ...'
/// directive.
///
/// \code
/// #pragma omp task priority(n)
/// \endcode
/// In this example directive '#pragma omp teams' has clause 'priority' with
/// single expression 'n'.
///
class OMPPriorityClause : public OMPClause {
friend class OMPClauseReader;
/// \brief Location of '('.
SourceLocation LParenLoc;
/// \brief Priority number.
Stmt *Priority;
/// \brief Set the Priority number.
///
/// \param E Priority number.
///
void setPriority(Expr *E) { Priority = E; }
public:
/// \brief Build 'priority' clause.
///
/// \param E Expression associated with this clause.
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param EndLoc Ending location of the clause.
///
OMPPriorityClause(Expr *E, SourceLocation StartLoc, SourceLocation LParenLoc,
SourceLocation EndLoc)
: OMPClause(OMPC_priority, StartLoc, EndLoc), LParenLoc(LParenLoc),
Priority(E) {}
/// \brief Build an empty clause.
///
OMPPriorityClause()
: OMPClause(OMPC_priority, SourceLocation(), SourceLocation()),
LParenLoc(SourceLocation()), Priority(nullptr) {}
/// \brief Sets the location of '('.
void setLParenLoc(SourceLocation Loc) { LParenLoc = Loc; }
/// \brief Returns the location of '('.
SourceLocation getLParenLoc() const { return LParenLoc; }
/// \brief Return Priority number.
Expr *getPriority() { return cast<Expr>(Priority); }
/// \brief Return Priority number.
Expr *getPriority() const { return cast<Expr>(Priority); }
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_priority;
}
child_range children() { return child_range(&Priority, &Priority + 1); }
};
/// \brief This represents 'grainsize' clause in the '#pragma omp ...'
/// directive.
///
/// \code
/// #pragma omp taskloop grainsize(4)
/// \endcode
/// In this example directive '#pragma omp taskloop' has clause 'grainsize'
/// with single expression '4'.
///
class OMPGrainsizeClause : public OMPClause {
friend class OMPClauseReader;
/// \brief Location of '('.
SourceLocation LParenLoc;
/// \brief Safe iteration space distance.
Stmt *Grainsize;
/// \brief Set safelen.
void setGrainsize(Expr *Size) { Grainsize = Size; }
public:
/// \brief Build 'grainsize' clause.
///
/// \param Size Expression associated with this clause.
/// \param StartLoc Starting location of the clause.
/// \param EndLoc Ending location of the clause.
///
OMPGrainsizeClause(Expr *Size, SourceLocation StartLoc,
SourceLocation LParenLoc, SourceLocation EndLoc)
: OMPClause(OMPC_grainsize, StartLoc, EndLoc), LParenLoc(LParenLoc),
Grainsize(Size) {}
/// \brief Build an empty clause.
///
explicit OMPGrainsizeClause()
: OMPClause(OMPC_grainsize, SourceLocation(), SourceLocation()),
LParenLoc(SourceLocation()), Grainsize(nullptr) {}
/// \brief Sets the location of '('.
void setLParenLoc(SourceLocation Loc) { LParenLoc = Loc; }
/// \brief Returns the location of '('.
SourceLocation getLParenLoc() const { return LParenLoc; }
/// \brief Return safe iteration space distance.
Expr *getGrainsize() const { return cast_or_null<Expr>(Grainsize); }
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_grainsize;
}
child_range children() { return child_range(&Grainsize, &Grainsize + 1); }
};
/// \brief This represents 'nogroup' clause in the '#pragma omp ...' directive.
///
/// \code
/// #pragma omp taskloop nogroup
/// \endcode
/// In this example directive '#pragma omp taskloop' has 'nogroup' clause.
///
class OMPNogroupClause : public OMPClause {
public:
/// \brief Build 'nogroup' clause.
///
/// \param StartLoc Starting location of the clause.
/// \param EndLoc Ending location of the clause.
///
OMPNogroupClause(SourceLocation StartLoc, SourceLocation EndLoc)
: OMPClause(OMPC_nogroup, StartLoc, EndLoc) {}
/// \brief Build an empty clause.
///
OMPNogroupClause()
: OMPClause(OMPC_nogroup, SourceLocation(), SourceLocation()) {}
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_nogroup;
}
child_range children() {
return child_range(child_iterator(), child_iterator());
}
};
/// \brief This represents 'num_tasks' clause in the '#pragma omp ...'
/// directive.
///
/// \code
/// #pragma omp taskloop num_tasks(4)
/// \endcode
/// In this example directive '#pragma omp taskloop' has clause 'num_tasks'
/// with single expression '4'.
///
class OMPNumTasksClause : public OMPClause {
friend class OMPClauseReader;
/// \brief Location of '('.
SourceLocation LParenLoc;
/// \brief Safe iteration space distance.
Stmt *NumTasks;
/// \brief Set safelen.
void setNumTasks(Expr *Size) { NumTasks = Size; }
public:
/// \brief Build 'num_tasks' clause.
///
/// \param Size Expression associated with this clause.
/// \param StartLoc Starting location of the clause.
/// \param EndLoc Ending location of the clause.
///
OMPNumTasksClause(Expr *Size, SourceLocation StartLoc,
SourceLocation LParenLoc, SourceLocation EndLoc)
: OMPClause(OMPC_num_tasks, StartLoc, EndLoc), LParenLoc(LParenLoc),
NumTasks(Size) {}
/// \brief Build an empty clause.
///
explicit OMPNumTasksClause()
: OMPClause(OMPC_num_tasks, SourceLocation(), SourceLocation()),
LParenLoc(SourceLocation()), NumTasks(nullptr) {}
/// \brief Sets the location of '('.
void setLParenLoc(SourceLocation Loc) { LParenLoc = Loc; }
/// \brief Returns the location of '('.
SourceLocation getLParenLoc() const { return LParenLoc; }
/// \brief Return safe iteration space distance.
Expr *getNumTasks() const { return cast_or_null<Expr>(NumTasks); }
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_num_tasks;
}
child_range children() { return child_range(&NumTasks, &NumTasks + 1); }
};
/// \brief This represents 'hint' clause in the '#pragma omp ...' directive.
///
/// \code
/// #pragma omp critical (name) hint(6)
/// \endcode
/// In this example directive '#pragma omp critical' has name 'name' and clause
/// 'hint' with argument '6'.
///
class OMPHintClause : public OMPClause {
friend class OMPClauseReader;
/// \brief Location of '('.
SourceLocation LParenLoc;
/// \brief Hint expression of the 'hint' clause.
Stmt *Hint;
/// \brief Set hint expression.
///
void setHint(Expr *H) { Hint = H; }
public:
/// \brief Build 'hint' clause with expression \a Hint.
///
/// \param Hint Hint expression.
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param EndLoc Ending location of the clause.
///
OMPHintClause(Expr *Hint, SourceLocation StartLoc, SourceLocation LParenLoc,
SourceLocation EndLoc)
: OMPClause(OMPC_hint, StartLoc, EndLoc), LParenLoc(LParenLoc),
Hint(Hint) {}
/// \brief Build an empty clause.
///
OMPHintClause()
: OMPClause(OMPC_hint, SourceLocation(), SourceLocation()),
LParenLoc(SourceLocation()), Hint(nullptr) {}
/// \brief Sets the location of '('.
void setLParenLoc(SourceLocation Loc) { LParenLoc = Loc; }
/// \brief Returns the location of '('.
SourceLocation getLParenLoc() const { return LParenLoc; }
/// \brief Returns number of threads.
Expr *getHint() const { return cast_or_null<Expr>(Hint); }
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_hint;
}
child_range children() { return child_range(&Hint, &Hint + 1); }
};
/// \brief This represents 'dist_schedule' clause in the '#pragma omp ...'
/// directive.
///
/// \code
/// #pragma omp distribute dist_schedule(static, 3)
/// \endcode
/// In this example directive '#pragma omp distribute' has 'dist_schedule'
/// clause with arguments 'static' and '3'.
///
class OMPDistScheduleClause : public OMPClause, public OMPClauseWithPreInit {
friend class OMPClauseReader;
/// \brief Location of '('.
SourceLocation LParenLoc;
/// \brief A kind of the 'schedule' clause.
OpenMPDistScheduleClauseKind Kind;
/// \brief Start location of the schedule kind in source code.
SourceLocation KindLoc;
/// \brief Location of ',' (if any).
SourceLocation CommaLoc;
/// \brief Chunk size.
Expr *ChunkSize;
/// \brief Set schedule kind.
///
/// \param K Schedule kind.
///
void setDistScheduleKind(OpenMPDistScheduleClauseKind K) { Kind = K; }
/// \brief Sets the location of '('.
///
/// \param Loc Location of '('.
///
void setLParenLoc(SourceLocation Loc) { LParenLoc = Loc; }
/// \brief Set schedule kind start location.
///
/// \param KLoc Schedule kind location.
///
void setDistScheduleKindLoc(SourceLocation KLoc) { KindLoc = KLoc; }
/// \brief Set location of ','.
///
/// \param Loc Location of ','.
///
void setCommaLoc(SourceLocation Loc) { CommaLoc = Loc; }
/// \brief Set chunk size.
///
/// \param E Chunk size.
///
void setChunkSize(Expr *E) { ChunkSize = E; }
public:
/// \brief Build 'dist_schedule' clause with schedule kind \a Kind and chunk
/// size expression \a ChunkSize.
///
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param KLoc Starting location of the argument.
/// \param CommaLoc Location of ','.
/// \param EndLoc Ending location of the clause.
/// \param Kind DistSchedule kind.
/// \param ChunkSize Chunk size.
/// \param HelperChunkSize Helper chunk size for combined directives.
///
OMPDistScheduleClause(SourceLocation StartLoc, SourceLocation LParenLoc,
SourceLocation KLoc, SourceLocation CommaLoc,
SourceLocation EndLoc,
OpenMPDistScheduleClauseKind Kind, Expr *ChunkSize,
Stmt *HelperChunkSize)
: OMPClause(OMPC_dist_schedule, StartLoc, EndLoc),
OMPClauseWithPreInit(this), LParenLoc(LParenLoc), Kind(Kind),
KindLoc(KLoc), CommaLoc(CommaLoc), ChunkSize(ChunkSize) {
setPreInitStmt(HelperChunkSize);
}
/// \brief Build an empty clause.
///
explicit OMPDistScheduleClause()
: OMPClause(OMPC_dist_schedule, SourceLocation(), SourceLocation()),
OMPClauseWithPreInit(this), Kind(OMPC_DIST_SCHEDULE_unknown),
ChunkSize(nullptr) {}
/// \brief Get kind of the clause.
///
OpenMPDistScheduleClauseKind getDistScheduleKind() const { return Kind; }
/// \brief Get location of '('.
///
SourceLocation getLParenLoc() { return LParenLoc; }
/// \brief Get kind location.
///
SourceLocation getDistScheduleKindLoc() { return KindLoc; }
/// \brief Get location of ','.
///
SourceLocation getCommaLoc() { return CommaLoc; }
/// \brief Get chunk size.
///
Expr *getChunkSize() { return ChunkSize; }
/// \brief Get chunk size.
///
const Expr *getChunkSize() const { return ChunkSize; }
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_dist_schedule;
}
child_range children() {
return child_range(reinterpret_cast<Stmt **>(&ChunkSize),
reinterpret_cast<Stmt **>(&ChunkSize) + 1);
}
};
/// \brief This represents 'defaultmap' clause in the '#pragma omp ...' directive.
///
/// \code
/// #pragma omp target defaultmap(tofrom: scalar)
/// \endcode
/// In this example directive '#pragma omp target' has 'defaultmap' clause of kind
/// 'scalar' with modifier 'tofrom'.
///
class OMPDefaultmapClause : public OMPClause {
friend class OMPClauseReader;
/// \brief Location of '('.
SourceLocation LParenLoc;
/// \brief Modifiers for 'defaultmap' clause.
OpenMPDefaultmapClauseModifier Modifier;
/// \brief Locations of modifiers.
SourceLocation ModifierLoc;
/// \brief A kind of the 'defaultmap' clause.
OpenMPDefaultmapClauseKind Kind;
/// \brief Start location of the defaultmap kind in source code.
SourceLocation KindLoc;
/// \brief Set defaultmap kind.
///
/// \param K Defaultmap kind.
///
void setDefaultmapKind(OpenMPDefaultmapClauseKind K) { Kind = K; }
/// \brief Set the defaultmap modifier.
///
/// \param M Defaultmap modifier.
///
void setDefaultmapModifier(OpenMPDefaultmapClauseModifier M) {
Modifier = M;
}
/// \brief Set location of the defaultmap modifier.
///
void setDefaultmapModifierLoc(SourceLocation Loc) {
ModifierLoc = Loc;
}
/// \brief Sets the location of '('.
///
/// \param Loc Location of '('.
///
void setLParenLoc(SourceLocation Loc) { LParenLoc = Loc; }
/// \brief Set defaultmap kind start location.
///
/// \param KLoc Defaultmap kind location.
///
void setDefaultmapKindLoc(SourceLocation KLoc) { KindLoc = KLoc; }
public:
/// \brief Build 'defaultmap' clause with defaultmap kind \a Kind
///
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param KLoc Starting location of the argument.
/// \param EndLoc Ending location of the clause.
/// \param Kind Defaultmap kind.
/// \param M The modifier applied to 'defaultmap' clause.
/// \param MLoc Location of the modifier
///
OMPDefaultmapClause(SourceLocation StartLoc, SourceLocation LParenLoc,
SourceLocation MLoc, SourceLocation KLoc,
SourceLocation EndLoc, OpenMPDefaultmapClauseKind Kind,
OpenMPDefaultmapClauseModifier M)
: OMPClause(OMPC_defaultmap, StartLoc, EndLoc), LParenLoc(LParenLoc),
Modifier(M), ModifierLoc(MLoc), Kind(Kind), KindLoc(KLoc) {}
/// \brief Build an empty clause.
///
explicit OMPDefaultmapClause()
: OMPClause(OMPC_defaultmap, SourceLocation(), SourceLocation()),
Modifier(OMPC_DEFAULTMAP_MODIFIER_unknown),
Kind(OMPC_DEFAULTMAP_unknown) {}
/// \brief Get kind of the clause.
///
OpenMPDefaultmapClauseKind getDefaultmapKind() const { return Kind; }
/// \brief Get the modifier of the clause.
///
OpenMPDefaultmapClauseModifier getDefaultmapModifier() const {
return Modifier;
}
/// \brief Get location of '('.
///
SourceLocation getLParenLoc() { return LParenLoc; }
/// \brief Get kind location.
///
SourceLocation getDefaultmapKindLoc() { return KindLoc; }
/// \brief Get the modifier location.
///
SourceLocation getDefaultmapModifierLoc() const {
return ModifierLoc;
}
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_defaultmap;
}
child_range children() {
return child_range(child_iterator(), child_iterator());
}
};
/// \brief This represents clause 'to' in the '#pragma omp ...'
/// directives.
///
/// \code
/// #pragma omp target update to(a,b)
/// \endcode
/// In this example directive '#pragma omp target update' has clause 'to'
/// with the variables 'a' and 'b'.
///
class OMPToClause final : public OMPMappableExprListClause<OMPToClause>,
private llvm::TrailingObjects<
OMPToClause, Expr *, ValueDecl *, unsigned,
OMPClauseMappableExprCommon::MappableComponent> {
friend TrailingObjects;
friend OMPVarListClause;
friend OMPMappableExprListClause;
friend class OMPClauseReader;
/// Define the sizes of each trailing object array except the last one. This
/// is required for TrailingObjects to work properly.
size_t numTrailingObjects(OverloadToken<Expr *>) const {
return varlist_size();
}
size_t numTrailingObjects(OverloadToken<ValueDecl *>) const {
return getUniqueDeclarationsNum();
}
size_t numTrailingObjects(OverloadToken<unsigned>) const {
return getUniqueDeclarationsNum() + getTotalComponentListNum();
}
/// \brief Build clause with number of variables \a NumVars.
///
/// \param StartLoc Starting location of the clause.
/// \param EndLoc Ending location of the clause.
/// \param NumVars Number of expressions listed in this clause.
/// \param NumUniqueDeclarations Number of unique base declarations in this
/// clause.
/// \param NumComponentLists Number of component lists in this clause.
/// \param NumComponents Total number of expression components in the clause.
///
explicit OMPToClause(SourceLocation StartLoc, SourceLocation LParenLoc,
SourceLocation EndLoc, unsigned NumVars,
unsigned NumUniqueDeclarations,
unsigned NumComponentLists, unsigned NumComponents)
: OMPMappableExprListClause(OMPC_to, StartLoc, LParenLoc, EndLoc, NumVars,
NumUniqueDeclarations, NumComponentLists,
NumComponents) {}
/// \brief Build an empty clause.
///
/// \param NumVars Number of expressions listed in this clause.
/// \param NumUniqueDeclarations Number of unique base declarations in this
/// clause.
/// \param NumComponentLists Number of component lists in this clause.
/// \param NumComponents Total number of expression components in the clause.
///
explicit OMPToClause(unsigned NumVars, unsigned NumUniqueDeclarations,
unsigned NumComponentLists, unsigned NumComponents)
: OMPMappableExprListClause(
OMPC_to, SourceLocation(), SourceLocation(), SourceLocation(),
NumVars, NumUniqueDeclarations, NumComponentLists, NumComponents) {}
public:
/// \brief Creates clause with a list of variables \a Vars.
///
/// \param C AST context.
/// \param StartLoc Starting location of the clause.
/// \param EndLoc Ending location of the clause.
/// \param Vars The original expression used in the clause.
/// \param Declarations Declarations used in the clause.
/// \param ComponentLists Component lists used in the clause.
///
static OMPToClause *Create(const ASTContext &C, SourceLocation StartLoc,
SourceLocation LParenLoc, SourceLocation EndLoc,
ArrayRef<Expr *> Vars,
ArrayRef<ValueDecl *> Declarations,
MappableExprComponentListsRef ComponentLists);
/// \brief Creates an empty clause with the place for \a NumVars variables.
///
/// \param C AST context.
/// \param NumVars Number of expressions listed in the clause.
/// \param NumUniqueDeclarations Number of unique base declarations in this
/// clause.
/// \param NumComponentLists Number of unique base declarations in this
/// clause.
/// \param NumComponents Total number of expression components in the clause.
///
static OMPToClause *CreateEmpty(const ASTContext &C, unsigned NumVars,
unsigned NumUniqueDeclarations,
unsigned NumComponentLists,
unsigned NumComponents);
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_to;
}
child_range children() {
return child_range(reinterpret_cast<Stmt **>(varlist_begin()),
reinterpret_cast<Stmt **>(varlist_end()));
}
};
/// \brief This represents clause 'from' in the '#pragma omp ...'
/// directives.
///
/// \code
/// #pragma omp target update from(a,b)
/// \endcode
/// In this example directive '#pragma omp target update' has clause 'from'
/// with the variables 'a' and 'b'.
///
class OMPFromClause final
: public OMPMappableExprListClause<OMPFromClause>,
private llvm::TrailingObjects<
OMPFromClause, Expr *, ValueDecl *, unsigned,
OMPClauseMappableExprCommon::MappableComponent> {
friend TrailingObjects;
friend OMPVarListClause;
friend OMPMappableExprListClause;
friend class OMPClauseReader;
/// Define the sizes of each trailing object array except the last one. This
/// is required for TrailingObjects to work properly.
size_t numTrailingObjects(OverloadToken<Expr *>) const {
return varlist_size();
}
size_t numTrailingObjects(OverloadToken<ValueDecl *>) const {
return getUniqueDeclarationsNum();
}
size_t numTrailingObjects(OverloadToken<unsigned>) const {
return getUniqueDeclarationsNum() + getTotalComponentListNum();
}
/// \brief Build clause with number of variables \a NumVars.
///
/// \param StartLoc Starting location of the clause.
/// \param EndLoc Ending location of the clause.
/// \param NumVars Number of expressions listed in this clause.
/// \param NumUniqueDeclarations Number of unique base declarations in this
/// clause.
/// \param NumComponentLists Number of component lists in this clause.
/// \param NumComponents Total number of expression components in the clause.
///
explicit OMPFromClause(SourceLocation StartLoc, SourceLocation LParenLoc,
SourceLocation EndLoc, unsigned NumVars,
unsigned NumUniqueDeclarations,
unsigned NumComponentLists, unsigned NumComponents)
: OMPMappableExprListClause(OMPC_from, StartLoc, LParenLoc, EndLoc,
NumVars, NumUniqueDeclarations,
NumComponentLists, NumComponents) {}
/// \brief Build an empty clause.
///
/// \param NumVars Number of expressions listed in this clause.
/// \param NumUniqueDeclarations Number of unique base declarations in this
/// clause.
/// \param NumComponentLists Number of component lists in this clause.
/// \param NumComponents Total number of expression components in the clause.
///
explicit OMPFromClause(unsigned NumVars, unsigned NumUniqueDeclarations,
unsigned NumComponentLists, unsigned NumComponents)
: OMPMappableExprListClause(
OMPC_from, SourceLocation(), SourceLocation(), SourceLocation(),
NumVars, NumUniqueDeclarations, NumComponentLists, NumComponents) {}
public:
/// \brief Creates clause with a list of variables \a Vars.
///
/// \param C AST context.
/// \param StartLoc Starting location of the clause.
/// \param EndLoc Ending location of the clause.
/// \param Vars The original expression used in the clause.
/// \param Declarations Declarations used in the clause.
/// \param ComponentLists Component lists used in the clause.
///
static OMPFromClause *Create(const ASTContext &C, SourceLocation StartLoc,
SourceLocation LParenLoc, SourceLocation EndLoc,
ArrayRef<Expr *> Vars,
ArrayRef<ValueDecl *> Declarations,
MappableExprComponentListsRef ComponentLists);
/// \brief Creates an empty clause with the place for \a NumVars variables.
///
/// \param C AST context.
/// \param NumVars Number of expressions listed in the clause.
/// \param NumUniqueDeclarations Number of unique base declarations in this
/// clause.
/// \param NumComponentLists Number of unique base declarations in this
/// clause.
/// \param NumComponents Total number of expression components in the clause.
///
static OMPFromClause *CreateEmpty(const ASTContext &C, unsigned NumVars,
unsigned NumUniqueDeclarations,
unsigned NumComponentLists,
unsigned NumComponents);
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_from;
}
child_range children() {
return child_range(reinterpret_cast<Stmt **>(varlist_begin()),
reinterpret_cast<Stmt **>(varlist_end()));
}
};
/// This represents clause 'use_device_ptr' in the '#pragma omp ...'
/// directives.
///
/// \code
/// #pragma omp target data use_device_ptr(a,b)
/// \endcode
/// In this example directive '#pragma omp target data' has clause
/// 'use_device_ptr' with the variables 'a' and 'b'.
///
class OMPUseDevicePtrClause final
: public OMPMappableExprListClause<OMPUseDevicePtrClause>,
private llvm::TrailingObjects<
OMPUseDevicePtrClause, Expr *, ValueDecl *, unsigned,
OMPClauseMappableExprCommon::MappableComponent> {
friend TrailingObjects;
friend OMPVarListClause;
friend OMPMappableExprListClause;
friend class OMPClauseReader;
/// Define the sizes of each trailing object array except the last one. This
/// is required for TrailingObjects to work properly.
size_t numTrailingObjects(OverloadToken<Expr *>) const {
return 3 * varlist_size();
}
size_t numTrailingObjects(OverloadToken<ValueDecl *>) const {
return getUniqueDeclarationsNum();
}
size_t numTrailingObjects(OverloadToken<unsigned>) const {
return getUniqueDeclarationsNum() + getTotalComponentListNum();
}
/// Build clause with number of variables \a NumVars.
///
/// \param StartLoc Starting location of the clause.
/// \param EndLoc Ending location of the clause.
/// \param NumVars Number of expressions listed in this clause.
/// \param NumUniqueDeclarations Number of unique base declarations in this
/// clause.
/// \param NumComponentLists Number of component lists in this clause.
/// \param NumComponents Total number of expression components in the clause.
///
explicit OMPUseDevicePtrClause(SourceLocation StartLoc,
SourceLocation LParenLoc,
SourceLocation EndLoc, unsigned NumVars,
unsigned NumUniqueDeclarations,
unsigned NumComponentLists,
unsigned NumComponents)
: OMPMappableExprListClause(OMPC_use_device_ptr, StartLoc, LParenLoc,
EndLoc, NumVars, NumUniqueDeclarations,
NumComponentLists, NumComponents) {}
/// Build an empty clause.
///
/// \param NumVars Number of expressions listed in this clause.
/// \param NumUniqueDeclarations Number of unique base declarations in this
/// clause.
/// \param NumComponentLists Number of component lists in this clause.
/// \param NumComponents Total number of expression components in the clause.
///
explicit OMPUseDevicePtrClause(unsigned NumVars,
unsigned NumUniqueDeclarations,
unsigned NumComponentLists,
unsigned NumComponents)
: OMPMappableExprListClause(OMPC_use_device_ptr, SourceLocation(),
SourceLocation(), SourceLocation(), NumVars,
NumUniqueDeclarations, NumComponentLists,
NumComponents) {}
/// Sets the list of references to private copies with initializers for new
/// private variables.
/// \param VL List of references.
void setPrivateCopies(ArrayRef<Expr *> VL);
/// Gets the list of references to private copies with initializers for new
/// private variables.
MutableArrayRef<Expr *> getPrivateCopies() {
return MutableArrayRef<Expr *>(varlist_end(), varlist_size());
}
ArrayRef<const Expr *> getPrivateCopies() const {
return llvm::makeArrayRef(varlist_end(), varlist_size());
}
/// Sets the list of references to initializer variables for new private
/// variables.
/// \param VL List of references.
void setInits(ArrayRef<Expr *> VL);
/// Gets the list of references to initializer variables for new private
/// variables.
MutableArrayRef<Expr *> getInits() {
return MutableArrayRef<Expr *>(getPrivateCopies().end(), varlist_size());
}
ArrayRef<const Expr *> getInits() const {
return llvm::makeArrayRef(getPrivateCopies().end(), varlist_size());
}
public:
/// Creates clause with a list of variables \a Vars.
///
/// \param C AST context.
/// \param StartLoc Starting location of the clause.
/// \param EndLoc Ending location of the clause.
/// \param Vars The original expression used in the clause.
/// \param PrivateVars Expressions referring to private copies.
/// \param Inits Expressions referring to private copy initializers.
/// \param Declarations Declarations used in the clause.
/// \param ComponentLists Component lists used in the clause.
///
static OMPUseDevicePtrClause *
Create(const ASTContext &C, SourceLocation StartLoc, SourceLocation LParenLoc,
SourceLocation EndLoc, ArrayRef<Expr *> Vars,
ArrayRef<Expr *> PrivateVars, ArrayRef<Expr *> Inits,
ArrayRef<ValueDecl *> Declarations,
MappableExprComponentListsRef ComponentLists);
/// Creates an empty clause with the place for \a NumVars variables.
///
/// \param C AST context.
/// \param NumVars Number of expressions listed in the clause.
/// \param NumUniqueDeclarations Number of unique base declarations in this
/// clause.
/// \param NumComponentLists Number of unique base declarations in this
/// clause.
/// \param NumComponents Total number of expression components in the clause.
///
static OMPUseDevicePtrClause *CreateEmpty(const ASTContext &C,
unsigned NumVars,
unsigned NumUniqueDeclarations,
unsigned NumComponentLists,
unsigned NumComponents);
typedef MutableArrayRef<Expr *>::iterator private_copies_iterator;
typedef ArrayRef<const Expr *>::iterator private_copies_const_iterator;
typedef llvm::iterator_range<private_copies_iterator> private_copies_range;
typedef llvm::iterator_range<private_copies_const_iterator>
private_copies_const_range;
private_copies_range private_copies() {
return private_copies_range(getPrivateCopies().begin(),
getPrivateCopies().end());
}
private_copies_const_range private_copies() const {
return private_copies_const_range(getPrivateCopies().begin(),
getPrivateCopies().end());
}
typedef MutableArrayRef<Expr *>::iterator inits_iterator;
typedef ArrayRef<const Expr *>::iterator inits_const_iterator;
typedef llvm::iterator_range<inits_iterator> inits_range;
typedef llvm::iterator_range<inits_const_iterator> inits_const_range;
inits_range inits() {
return inits_range(getInits().begin(), getInits().end());
}
inits_const_range inits() const {
return inits_const_range(getInits().begin(), getInits().end());
}
child_range children() {
return child_range(reinterpret_cast<Stmt **>(varlist_begin()),
reinterpret_cast<Stmt **>(varlist_end()));
}
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_use_device_ptr;
}
};
/// This represents clause 'is_device_ptr' in the '#pragma omp ...'
/// directives.
///
/// \code
/// #pragma omp target is_device_ptr(a,b)
/// \endcode
/// In this example directive '#pragma omp target' has clause
/// 'is_device_ptr' with the variables 'a' and 'b'.
///
class OMPIsDevicePtrClause final
: public OMPMappableExprListClause<OMPIsDevicePtrClause>,
private llvm::TrailingObjects<
OMPIsDevicePtrClause, Expr *, ValueDecl *, unsigned,
OMPClauseMappableExprCommon::MappableComponent> {
friend TrailingObjects;
friend OMPVarListClause;
friend OMPMappableExprListClause;
friend class OMPClauseReader;
/// Define the sizes of each trailing object array except the last one. This
/// is required for TrailingObjects to work properly.
size_t numTrailingObjects(OverloadToken<Expr *>) const {
return varlist_size();
}
size_t numTrailingObjects(OverloadToken<ValueDecl *>) const {
return getUniqueDeclarationsNum();
}
size_t numTrailingObjects(OverloadToken<unsigned>) const {
return getUniqueDeclarationsNum() + getTotalComponentListNum();
}
/// Build clause with number of variables \a NumVars.
///
/// \param StartLoc Starting location of the clause.
/// \param EndLoc Ending location of the clause.
/// \param NumVars Number of expressions listed in this clause.
/// \param NumUniqueDeclarations Number of unique base declarations in this
/// clause.
/// \param NumComponentLists Number of component lists in this clause.
/// \param NumComponents Total number of expression components in the clause.
///
explicit OMPIsDevicePtrClause(SourceLocation StartLoc,
SourceLocation LParenLoc, SourceLocation EndLoc,
unsigned NumVars,
unsigned NumUniqueDeclarations,
unsigned NumComponentLists,
unsigned NumComponents)
: OMPMappableExprListClause(OMPC_is_device_ptr, StartLoc, LParenLoc,
EndLoc, NumVars, NumUniqueDeclarations,
NumComponentLists, NumComponents) {}
/// Build an empty clause.
///
/// \param NumVars Number of expressions listed in this clause.
/// \param NumUniqueDeclarations Number of unique base declarations in this
/// clause.
/// \param NumComponentLists Number of component lists in this clause.
/// \param NumComponents Total number of expression components in the clause.
///
explicit OMPIsDevicePtrClause(unsigned NumVars,
unsigned NumUniqueDeclarations,
unsigned NumComponentLists,
unsigned NumComponents)
: OMPMappableExprListClause(OMPC_is_device_ptr, SourceLocation(),
SourceLocation(), SourceLocation(), NumVars,
NumUniqueDeclarations, NumComponentLists,
NumComponents) {}
public:
/// Creates clause with a list of variables \a Vars.
///
/// \param C AST context.
/// \param StartLoc Starting location of the clause.
/// \param EndLoc Ending location of the clause.
/// \param Vars The original expression used in the clause.
/// \param Declarations Declarations used in the clause.
/// \param ComponentLists Component lists used in the clause.
///
static OMPIsDevicePtrClause *
Create(const ASTContext &C, SourceLocation StartLoc, SourceLocation LParenLoc,
SourceLocation EndLoc, ArrayRef<Expr *> Vars,
ArrayRef<ValueDecl *> Declarations,
MappableExprComponentListsRef ComponentLists);
/// Creates an empty clause with the place for \a NumVars variables.
///
/// \param C AST context.
/// \param NumVars Number of expressions listed in the clause.
/// \param NumUniqueDeclarations Number of unique base declarations in this
/// clause.
/// \param NumComponentLists Number of unique base declarations in this
/// clause.
/// \param NumComponents Total number of expression components in the clause.
///
static OMPIsDevicePtrClause *CreateEmpty(const ASTContext &C,
unsigned NumVars,
unsigned NumUniqueDeclarations,
unsigned NumComponentLists,
unsigned NumComponents);
child_range children() {
return child_range(reinterpret_cast<Stmt **>(varlist_begin()),
reinterpret_cast<Stmt **>(varlist_end()));
}
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_is_device_ptr;
}
};
} // end namespace clang
#endif // LLVM_CLANG_AST_OPENMPCLAUSE_H
|
ttables.h | // Copyright 2013 by Chris Dyer
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
//
#ifndef _TTABLES_H_
#define _TTABLES_H_
#include <cassert>
#include <cmath>
#include <fstream>
#include <iostream>
#include <vector>
#include "src/hashtables.h"
#include "src/corpus.h"
struct Md {
static double digamma(double x) {
double result = 0, xx, xx2, xx4;
for ( ; x < 7; ++x)
result -= 1/x;
x -= 1.0/2.0;
xx = 1.0/x;
xx2 = xx*xx;
xx4 = xx2*xx2;
result += log(x)+(1./24.)*xx2-(7.0/960.0)*xx4+(31.0/8064.0)*xx4*xx2-(127.0/30720.0)*xx4*xx4;
return result;
}
static inline double log_poisson(unsigned x, const double& lambda) {
assert(lambda > 0.0);
return std::log(lambda) * x - lgamma(x + 1) - lambda;
}
};
class TTable {
public:
TTable() : frozen_(false), probs_initialized_(false) {}
// typedef std::unordered_map<unsigned, double> Word2Double;
typedef std::vector<Word2Double> Word2Word2Double;
inline double prob(const unsigned e, const unsigned f) const {
return probs_initialized_ ? ttable[e].find(f)->second : 1e-9;
}
inline double safe_prob(const int& e, const int& f) const {
if (e < static_cast<int>(ttable.size())) {
const Word2Double& cpd = ttable[e];
const Word2Double::const_iterator it = cpd.find(f);
if (it == cpd.end()) return 1e-9;
return it->second;
} else {
return 1e-9;
}
}
inline void SetMaxE(const unsigned e) {
// NOT thread safe
if (e >= counts.size())
counts.resize(e + 1);
}
inline void Insert(const unsigned e, const unsigned f) {
// NOT thread safe
if (e >= counts.size())
counts.resize(e + 1);
counts[e][f] = 0;
}
inline void Increment(const unsigned e, const unsigned f, const double x) {
counts[e].find(f)->second += x; // Ignore race conditions here.
}
void NormalizeVB(const double alpha) {
ttable.swap(counts);
#pragma omp parallel for schedule(dynamic)
for (unsigned i = 0; i < ttable.size(); ++i) {
double tot = 0;
Word2Double& cpd = ttable[i];
for (Word2Double::iterator it = cpd.begin(); it != cpd.end(); ++it)
tot += it->second + alpha;
if (!tot) tot = 1;
const double digamma_tot = Md::digamma(tot);
for (Word2Double::iterator it = cpd.begin(); it != cpd.end(); ++it)
it->second = exp(Md::digamma(it->second + alpha) - digamma_tot);
}
ClearCounts();
probs_initialized_ = true;
}
void Normalize() {
ttable.swap(counts);
#pragma omp parallel for schedule(dynamic)
for (unsigned i = 0; i < ttable.size(); ++i) {
double tot = 0;
Word2Double& cpd = ttable[i];
for (Word2Double::iterator it = cpd.begin(); it != cpd.end(); ++it)
tot += it->second;
if (!tot) tot = 1;
for (Word2Double::iterator it = cpd.begin(); it != cpd.end(); ++it)
it->second /= tot;
}
ClearCounts();
probs_initialized_ = true;
}
void Freeze() {
// duplicate all values in counts into ttable
// later updates to both are semi-threadsafe
assert (!frozen_);
if (!frozen_) {
ttable.resize(counts.size());
for (unsigned i = 0; i < counts.size(); ++i) {
ttable[i] = counts[i];
}
}
frozen_ = true;
}
// adds counts from another TTable - probabilities remain unchanged
TTable& operator+=(const TTable& rhs) {
if (rhs.counts.size() > counts.size()) counts.resize(rhs.counts.size());
for (unsigned i = 0; i < rhs.counts.size(); ++i) {
const Word2Double& cpd = rhs.counts[i];
Word2Double& tgt = counts[i];
for (Word2Double::const_iterator j = cpd.begin(); j != cpd.end(); ++j) {
tgt[j->first] += j->second;
}
}
return *this;
}
void ExportToFile(const char* filename, Dict& d, double BEAM_THRESHOLD) const {
std::ofstream file(filename);
for (unsigned i = 0; i < ttable.size(); ++i) {
const std::string& a = d.Convert(i);
const Word2Double& cpd = ttable[i];
double max_p = -1;
for (auto& it : cpd)
if (it.second > max_p) max_p = it.second;
const double threshold = - log(max_p) * BEAM_THRESHOLD;
for (auto& it : cpd) {
const std::string& b = d.Convert(it.first);
double c = log(it.second);
if (c >= threshold)
file << a << '\t' << b << '\t' << it.second << std::endl;
}
}
file.close();
}
void EntropyExportToFile(const char* filename, Dict& d, double BEAM_THRESHOLD) const {
std::ofstream file(filename);
for (unsigned i = 0; i < ttable.size(); ++i) {
const std::string& a = d.Convert(i);
const Word2Double& cpd = ttable[i];
double h = 0;
for (auto& it : cpd) {
double c = log(it.second);
h += it.second * c;
}
file << a << '\t' << -h << std::endl;
}
file.close();
}
private:
void ClearCounts() {
#pragma omp parallel for schedule(dynamic)
for (size_t i=0; i<counts.size();++i) {
for (auto& cnt : counts[i]) {
cnt.second = 0.0;
}
}
}
Word2Word2Double ttable;
Word2Word2Double counts;
bool frozen_; // Disallow new e,f pairs to be added to counts
bool probs_initialized_; // If we can use the values in probs
public:
void DeserializeLogProbsFromText(std::istream* in, Dict& d);
};
#endif
|
3d7pt.lbpar.c | #include <omp.h>
#include <math.h>
#define ceild(n,d) ceil(((double)(n))/((double)(d)))
#define floord(n,d) floor(((double)(n))/((double)(d)))
#define max(x,y) ((x) > (y)? (x) : (y))
#define min(x,y) ((x) < (y)? (x) : (y))
/*
* Order-1, 3D 7 point stencil
* Adapted from PLUTO and Pochoir test bench
*
* Tareq Malas
*/
#include <stdio.h>
#include <stdlib.h>
#include <sys/time.h>
#ifdef LIKWID_PERFMON
#include <likwid.h>
#endif
#include "print_utils.h"
#define TESTS 2
#define MAX(a,b) ((a) > (b) ? a : b)
#define MIN(a,b) ((a) < (b) ? a : b)
/* Subtract the `struct timeval' values X and Y,
* storing the result in RESULT.
*
* Return 1 if the difference is negative, otherwise 0.
*/
int timeval_subtract(struct timeval *result, struct timeval *x, struct timeval *y)
{
/* Perform the carry for the later subtraction by updating y. */
if (x->tv_usec < y->tv_usec)
{
int nsec = (y->tv_usec - x->tv_usec) / 1000000 + 1;
y->tv_usec -= 1000000 * nsec;
y->tv_sec += nsec;
}
if (x->tv_usec - y->tv_usec > 1000000)
{
int nsec = (x->tv_usec - y->tv_usec) / 1000000;
y->tv_usec += 1000000 * nsec;
y->tv_sec -= nsec;
}
/* Compute the time remaining to wait.
* tv_usec is certainly positive.
*/
result->tv_sec = x->tv_sec - y->tv_sec;
result->tv_usec = x->tv_usec - y->tv_usec;
/* Return 1 if result is negative. */
return x->tv_sec < y->tv_sec;
}
int main(int argc, char *argv[])
{
int t, i, j, k, test;
int Nx, Ny, Nz, Nt;
if (argc > 3) {
Nx = atoi(argv[1])+2;
Ny = atoi(argv[2])+2;
Nz = atoi(argv[3])+2;
}
if (argc > 4)
Nt = atoi(argv[4]);
double ****A = (double ****) malloc(sizeof(double***)*2);
A[0] = (double ***) malloc(sizeof(double**)*Nz);
A[1] = (double ***) malloc(sizeof(double**)*Nz);
for(i=0; i<Nz; i++){
A[0][i] = (double**) malloc(sizeof(double*)*Ny);
A[1][i] = (double**) malloc(sizeof(double*)*Ny);
for(j=0;j<Ny;j++){
A[0][i][j] = (double*) malloc(sizeof(double)*Nx);
A[1][i][j] = (double*) malloc(sizeof(double)*Nx);
}
}
// tile size information, including extra element to decide the list length
int *tile_size = (int*) malloc(sizeof(int));
tile_size[0] = -1;
// The list is modified here before source-to-source transformations
tile_size = (int*) realloc((void *)tile_size, sizeof(int)*5);
tile_size[0] = 32;
tile_size[1] = 32;
tile_size[2] = 24;
tile_size[3] = 32;
tile_size[4] = -1;
// for timekeeping
int ts_return = -1;
struct timeval start, end, result;
double tdiff = 0.0, min_tdiff=1.e100;
const int BASE = 1024;
const double alpha = 0.0876;
const double beta = 0.0765;
// initialize variables
//
srand(42);
for (i = 1; i < Nz; i++) {
for (j = 1; j < Ny; j++) {
for (k = 1; k < Nx; k++) {
A[0][i][j][k] = 1.0 * (rand() % BASE);
}
}
}
#ifdef LIKWID_PERFMON
LIKWID_MARKER_INIT;
#pragma omp parallel
{
LIKWID_MARKER_THREADINIT;
#pragma omp barrier
LIKWID_MARKER_START("calc");
}
#endif
int num_threads = 1;
#if defined(_OPENMP)
num_threads = omp_get_max_threads();
#endif
for(test=0; test<TESTS; test++){
gettimeofday(&start, 0);
// serial execution - Addition: 6 && Multiplication: 2
/* Copyright (C) 1991-2014 Free Software Foundation, Inc.
This file is part of the GNU C Library.
The GNU C Library is free software; you can redistribute it and/or
modify it under the terms of the GNU Lesser General Public
License as published by the Free Software Foundation; either
version 2.1 of the License, or (at your option) any later version.
The GNU C Library is distributed in the hope that it will be useful,
but WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
Lesser General Public License for more details.
You should have received a copy of the GNU Lesser General Public
License along with the GNU C Library; if not, see
<http://www.gnu.org/licenses/>. */
/* This header is separate from features.h so that the compiler can
include it implicitly at the start of every compilation. It must
not itself include <features.h> or any other header that includes
<features.h> because the implicit include comes before any feature
test macros that may be defined in a source file before it first
explicitly includes a system header. GCC knows the name of this
header in order to preinclude it. */
/* glibc's intent is to support the IEC 559 math functionality, real
and complex. If the GCC (4.9 and later) predefined macros
specifying compiler intent are available, use them to determine
whether the overall intent is to support these features; otherwise,
presume an older compiler has intent to support these features and
define these macros by default. */
/* wchar_t uses ISO/IEC 10646 (2nd ed., published 2011-03-15) /
Unicode 6.0. */
/* We do not support C11 <threads.h>. */
int t1, t2, t3, t4, t5, t6, t7, t8;
int lb, ub, lbp, ubp, lb2, ub2;
register int lbv, ubv;
/* Start of CLooG code */
if ((Nt >= 2) && (Nx >= 3) && (Ny >= 3) && (Nz >= 3)) {
for (t1=-1;t1<=floord(Nt-2,16);t1++) {
lbp=max(ceild(t1,2),ceild(32*t1-Nt+3,32));
ubp=min(floord(Nt+Nz-4,32),floord(16*t1+Nz+13,32));
#pragma omp parallel for private(lbv,ubv,t3,t4,t5,t6,t7,t8)
for (t2=lbp;t2<=ubp;t2++) {
for (t3=max(max(0,ceild(2*t1-2,3)),ceild(32*t2-Nz-20,24));t3<=min(min(min(floord(Nt+Ny-4,24),floord(16*t1+Ny+29,24)),floord(32*t2+Ny+28,24)),floord(32*t1-32*t2+Nz+Ny+27,24));t3++) {
for (t4=max(max(max(0,ceild(t1-1,2)),ceild(32*t2-Nz-28,32)),ceild(24*t3-Ny-28,32));t4<=min(min(min(min(floord(Nt+Nx-4,32),floord(16*t1+Nx+29,32)),floord(32*t2+Nx+28,32)),floord(24*t3+Nx+20,32)),floord(32*t1-32*t2+Nz+Nx+27,32));t4++) {
for (t5=max(max(max(max(max(0,16*t1),32*t1-32*t2+1),32*t2-Nz+2),24*t3-Ny+2),32*t4-Nx+2);t5<=min(min(min(min(min(Nt-2,16*t1+31),32*t2+30),24*t3+22),32*t4+30),32*t1-32*t2+Nz+29);t5++) {
for (t6=max(max(32*t2,t5+1),-32*t1+32*t2+2*t5-31);t6<=min(min(32*t2+31,-32*t1+32*t2+2*t5),t5+Nz-2);t6++) {
for (t7=max(24*t3,t5+1);t7<=min(24*t3+23,t5+Ny-2);t7++) {
lbv=max(32*t4,t5+1);
ubv=min(32*t4+31,t5+Nx-2);
#pragma ivdep
#pragma vector always
for (t8=lbv;t8<=ubv;t8++) {
A[( t5 + 1) % 2][ (-t5+t6)][ (-t5+t7)][ (-t5+t8)] = ((alpha * A[ t5 % 2][ (-t5+t6)][ (-t5+t7)][ (-t5+t8)]) + (beta * (((((A[ t5 % 2][ (-t5+t6) - 1][ (-t5+t7)][ (-t5+t8)] + A[ t5 % 2][ (-t5+t6)][ (-t5+t7) - 1][ (-t5+t8)]) + A[ t5 % 2][ (-t5+t6)][ (-t5+t7)][ (-t5+t8) - 1]) + A[ t5 % 2][ (-t5+t6) + 1][ (-t5+t7)][ (-t5+t8)]) + A[ t5 % 2][ (-t5+t6)][ (-t5+t7) + 1][ (-t5+t8)]) + A[ t5 % 2][ (-t5+t6)][ (-t5+t7)][ (-t5+t8) + 1])));;
}
}
}
}
}
}
}
}
}
/* End of CLooG code */
gettimeofday(&end, 0);
ts_return = timeval_subtract(&result, &end, &start);
tdiff = (double) (result.tv_sec + result.tv_usec * 1.0e-6);
min_tdiff = min(min_tdiff, tdiff);
printf("Rank 0 TEST# %d time: %f\n", test, tdiff);
}
PRINT_RESULTS(1, "constant")
#ifdef LIKWID_PERFMON
#pragma omp parallel
{
LIKWID_MARKER_STOP("calc");
}
LIKWID_MARKER_CLOSE;
#endif
// Free allocated arrays (Causing performance degradation
/* for(i=0; i<Nz; i++){
for(j=0;j<Ny;j++){
free(A[0][i][j]);
free(A[1][i][j]);
}
free(A[0][i]);
free(A[1][i]);
}
free(A[0]);
free(A[1]);
*/
return 0;
}
|
pr36802-2.c | /* PR middle-end/36802 */
extern void abort (void);
int q;
int
foo (int k)
{
int i = 6, n = 0;
omp_set_dynamic (0);
omp_set_nested (1);
#pragma omp parallel shared (i) num_threads (3)
{
int l;
if (omp_get_num_threads () != 3)
#pragma omp atomic
n += 1;
else
#pragma omp for
for (l = 0; l < 3; l++)
if (k)
#pragma omp atomic
q += i;
else
#pragma omp parallel shared (i) num_threads (4)
{
if (omp_get_num_threads () != 4)
#pragma omp atomic
n += 1;
#pragma omp critical
i += 1;
}
}
if (n == 0 && i != 6 + 3 * 4)
abort ();
return 0;
}
int
main (void)
{
foo (0);
return 0;
}
|
convolution_sgemm_pack4to8.h | // Tencent is pleased to support the open source community by making ncnn available.
//
// Copyright (C) 2022 THL A29 Limited, a Tencent company. All rights reserved.
//
// Licensed under the BSD 3-Clause License (the "License"); you may not use this file except
// in compliance with the License. You may obtain a copy of the License at
//
// https://opensource.org/licenses/BSD-3-Clause
//
// Unless required by applicable law or agreed to in writing, software distributed
// under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR
// CONDITIONS OF ANY KIND, either express or implied. See the License for the
// specific language governing permissions and limitations under the License.
static void im2col_sgemm_pack4to8_avx(const Mat& bottom_im2col, Mat& top_blob, const Mat& kernel, const Mat& _bias, const Option& opt)
{
// Mat bottom_im2col(size, maxk, inch, 16u, 4, opt.workspace_allocator);
const int size = bottom_im2col.w;
const int maxk = bottom_im2col.h;
const int inch = bottom_im2col.c;
const int outch = top_blob.c;
const float* bias = _bias;
// permute
Mat tmp;
if (size >= 8)
tmp.create(8 * maxk, inch, size / 8 + size % 8, 16u, 4, opt.workspace_allocator);
else
tmp.create(maxk, inch, size, 16u, 4, opt.workspace_allocator);
{
int nn_size = size >> 3;
int remain_size_start = 0;
#pragma omp parallel for num_threads(opt.num_threads)
for (int ii = 0; ii < nn_size; ii++)
{
int i = remain_size_start + ii * 8;
float* tmpptr = tmp.channel(i / 8);
for (int q = 0; q < inch; q++)
{
const float* img0 = (const float*)bottom_im2col.channel(q) + i * 4;
for (int k = 0; k < maxk; k++)
{
// transpose 4x8
__m128 _r0 = _mm_load_ps(img0);
__m128 _r1 = _mm_load_ps(img0 + 4);
__m128 _r2 = _mm_load_ps(img0 + 4 * 2);
__m128 _r3 = _mm_load_ps(img0 + 4 * 3);
__m128 _r4 = _mm_load_ps(img0 + 4 * 4);
__m128 _r5 = _mm_load_ps(img0 + 4 * 5);
__m128 _r6 = _mm_load_ps(img0 + 4 * 6);
__m128 _r7 = _mm_load_ps(img0 + 4 * 7);
_MM_TRANSPOSE4_PS(_r0, _r1, _r2, _r3);
_MM_TRANSPOSE4_PS(_r4, _r5, _r6, _r7);
_mm_store_ps(tmpptr, _r0);
_mm_store_ps(tmpptr + 4, _r4);
_mm_store_ps(tmpptr + 4 * 2, _r1);
_mm_store_ps(tmpptr + 4 * 3, _r5);
_mm_store_ps(tmpptr + 4 * 4, _r2);
_mm_store_ps(tmpptr + 4 * 5, _r6);
_mm_store_ps(tmpptr + 4 * 6, _r3);
_mm_store_ps(tmpptr + 4 * 7, _r7);
img0 += size * 4;
tmpptr += 32;
}
}
}
remain_size_start += nn_size << 3;
#pragma omp parallel for num_threads(opt.num_threads)
for (int i = remain_size_start; i < size; i++)
{
float* tmpptr = tmp.channel(i / 8 + i % 8);
for (int q = 0; q < inch; q++)
{
const float* img0 = (const float*)bottom_im2col.channel(q) + i * 4;
for (int k = 0; k < maxk; k++)
{
__m128 _val = _mm_load_ps(img0);
_mm_store_ps(tmpptr, _val);
img0 += size * 4;
tmpptr += 4;
}
}
}
}
#pragma omp parallel for num_threads(opt.num_threads)
for (int p = 0; p < outch; p++)
{
float* outptr0 = top_blob.channel(p);
const float zeros[8] = {0.f, 0.f, 0.f, 0.f, 0.f, 0.f, 0.f, 0.f};
const float* biasptr = bias ? bias + p * 8 : zeros;
int i = 0;
for (; i + 7 < size; i += 8)
{
float* tmpptr = tmp.channel(i / 8);
const float* kptr = kernel.channel(p);
int nn = inch * maxk * 4; // inch always > 0
__m256 _sum0 = _mm256_loadu_ps(biasptr);
__m256 _sum1 = _sum0;
__m256 _sum2 = _sum0;
__m256 _sum3 = _sum0;
__m256 _sum4 = _sum0;
__m256 _sum5 = _sum0;
__m256 _sum6 = _sum0;
__m256 _sum7 = _sum0;
for (int j = 0; j < nn; j++)
{
__m256 _w0 = _mm256_load_ps(kptr);
__m256 _val0 = _mm256_broadcast_ss(tmpptr);
__m256 _val1 = _mm256_broadcast_ss(tmpptr + 1);
_sum0 = _mm256_comp_fmadd_ps(_val0, _w0, _sum0);
_sum1 = _mm256_comp_fmadd_ps(_val1, _w0, _sum1);
__m256 _val2 = _mm256_broadcast_ss(tmpptr + 2);
__m256 _val3 = _mm256_broadcast_ss(tmpptr + 3);
_sum2 = _mm256_comp_fmadd_ps(_val2, _w0, _sum2);
_sum3 = _mm256_comp_fmadd_ps(_val3, _w0, _sum3);
__m256 _val4 = _mm256_broadcast_ss(tmpptr + 4);
__m256 _val5 = _mm256_broadcast_ss(tmpptr + 5);
_sum4 = _mm256_comp_fmadd_ps(_val4, _w0, _sum4);
_sum5 = _mm256_comp_fmadd_ps(_val5, _w0, _sum5);
__m256 _val6 = _mm256_broadcast_ss(tmpptr + 6);
__m256 _val7 = _mm256_broadcast_ss(tmpptr + 7);
_sum6 = _mm256_comp_fmadd_ps(_val6, _w0, _sum6);
_sum7 = _mm256_comp_fmadd_ps(_val7, _w0, _sum7);
kptr += 8;
tmpptr += 8;
}
_mm256_store_ps(outptr0, _sum0);
_mm256_store_ps(outptr0 + 8, _sum1);
_mm256_store_ps(outptr0 + 8 * 2, _sum2);
_mm256_store_ps(outptr0 + 8 * 3, _sum3);
_mm256_store_ps(outptr0 + 8 * 4, _sum4);
_mm256_store_ps(outptr0 + 8 * 5, _sum5);
_mm256_store_ps(outptr0 + 8 * 6, _sum6);
_mm256_store_ps(outptr0 + 8 * 7, _sum7);
outptr0 += 8 * 8;
}
for (; i < size; i++)
{
float* tmpptr = tmp.channel(i / 8 + i % 8);
const float* kptr = kernel.channel(p);
int nn = inch * maxk * 4; // inch always > 0
__m256 _sum0 = _mm256_loadu_ps(biasptr);
for (int j = 0; j < nn; j++)
{
__m256 _w0 = _mm256_load_ps(kptr);
__m256 _val0 = _mm256_broadcast_ss(tmpptr);
_sum0 = _mm256_comp_fmadd_ps(_val0, _w0, _sum0);
kptr += 8;
tmpptr += 1;
}
_mm256_store_ps(outptr0, _sum0);
outptr0 += 8;
}
}
}
static void convolution_im2col_sgemm_transform_kernel_pack4to8_avx(const Mat& _kernel, Mat& kernel_tm, int inch, int outch, int kernel_w, int kernel_h)
{
const int maxk = kernel_w * kernel_h;
// interleave
// src = maxk-inch-outch
// dst = 8b-4a-maxk-inch/4a-outch/8b
Mat kernel = _kernel.reshape(maxk, inch, outch);
kernel_tm.create(32 * maxk, inch / 4, outch / 8, (size_t)4u);
for (int q = 0; q + 7 < outch; q += 8)
{
float* g00 = kernel_tm.channel(q / 8);
for (int p = 0; p + 3 < inch; p += 4)
{
for (int k = 0; k < maxk; k++)
{
for (int i = 0; i < 4; i++)
{
for (int j = 0; j < 8; j++)
{
const float* k00 = kernel.channel(q + j).row(p + i);
g00[0] = k00[k];
g00++;
}
}
}
}
}
}
static void convolution_im2col_sgemm_pack4to8_avx(const Mat& bottom_blob, Mat& top_blob, const Mat& kernel, const Mat& _bias, int kernel_w, int kernel_h, int dilation_w, int dilation_h, int stride_w, int stride_h, const Option& opt)
{
int w = bottom_blob.w;
int inch = bottom_blob.c;
int outw = top_blob.w;
int outh = top_blob.h;
const int size = outw * outh;
const int maxk = kernel_w * kernel_h;
// im2col
Mat bottom_im2col(size, maxk, inch, 16u, 4, opt.workspace_allocator);
{
const int gap = (w * stride_h - outw * stride_w) * 4;
#pragma omp parallel for num_threads(opt.num_threads)
for (int p = 0; p < inch; p++)
{
const Mat img = bottom_blob.channel(p);
float* ptr = bottom_im2col.channel(p);
for (int u = 0; u < kernel_h; u++)
{
for (int v = 0; v < kernel_w; v++)
{
const float* sptr = img.row(dilation_h * u) + dilation_w * v * 4;
for (int i = 0; i < outh; i++)
{
int j = 0;
for (; j < outw; j++)
{
__m128 _val = _mm_load_ps(sptr);
_mm_store_ps(ptr, _val);
sptr += stride_w * 4;
ptr += 4;
}
sptr += gap;
}
}
}
}
}
im2col_sgemm_pack4to8_avx(bottom_im2col, top_blob, kernel, _bias, opt);
}
|
2.c | #include <stdlib.h>
#include <stdio.h>
#include <mpi.h>
#include <omp.h>
int main(int argc, char **argv)
{
int size,rank;
char processor_name[MPI_MAX_PROCESSOR_NAME];
int namelen, i;
int a[100];
int sum;
MPI_Init(&argc, &argv);
MPI_Comm_size(MPI_COMM_WORLD,&size);
MPI_Comm_rank(MPI_COMM_WORLD,&rank);
MPI_Get_processor_name(processor_name,&namelen);
printf("Process %d of %d on %s\n",rank,size,processor_name);
sum = 0;
for( i=0; i<100; i++){
a[i]=i;
sum += a[i];
}
printf( "[%d]sequental sum=%d\n",rank, sum );
sum = 0;
// #pragma omp parallel for private(i) shared(a) reduction(+:sum)
#pragma omp parallel private(i) shared(a) reduction(+:sum)
{
int orank;
orank = omp_get_thread_num();
#pragma omp for nowait
for( i=0; i<100; i++)
{
sum += a[i];
}
printf( "[%d,%d] private OpenMp sum=%d\n",rank, orank, sum );
}
printf( "[%d] shared OpenMp sum=%d\n",rank, sum );
MPI_Finalize();
return (0);
}
|
3d25pt_var.c | /*
* Order-1, 3D 25 point stencil with axis-symmetric ariable coefficients
* Adapted from PLUTO and Pochoir test bench
*
* Tareq Malas
*/
#include <stdio.h>
#include <stdlib.h>
#include <sys/time.h>
#ifdef LIKWID_PERFMON
#include <likwid.h>
#endif
#include "print_utils.h"
#define TESTS 2
#define MAX(a,b) ((a) > (b) ? a : b)
#define MIN(a,b) ((a) < (b) ? a : b)
/* Subtract the `struct timeval' values X and Y,
* storing the result in RESULT.
*
* Return 1 if the difference is negative, otherwise 0.
*/
int timeval_subtract(struct timeval *result, struct timeval *x, struct timeval *y)
{
/* Perform the carry for the later subtraction by updating y. */
if (x->tv_usec < y->tv_usec)
{
int nsec = (y->tv_usec - x->tv_usec) / 1000000 + 1;
y->tv_usec -= 1000000 * nsec;
y->tv_sec += nsec;
}
if (x->tv_usec - y->tv_usec > 1000000)
{
int nsec = (x->tv_usec - y->tv_usec) / 1000000;
y->tv_usec += 1000000 * nsec;
y->tv_sec -= nsec;
}
/* Compute the time remaining to wait.
* tv_usec is certainly positive.
*/
result->tv_sec = x->tv_sec - y->tv_sec;
result->tv_usec = x->tv_usec - y->tv_usec;
/* Return 1 if result is negative. */
return x->tv_sec < y->tv_sec;
}
int main(int argc, char *argv[])
{
int t, i, j, k, m, test;
int Nx, Ny, Nz, Nt;
if (argc > 3) {
Nx = atoi(argv[1])+8;
Ny = atoi(argv[2])+8;
Nz = atoi(argv[3])+8;
}
if (argc > 4)
Nt = atoi(argv[4]);
// allocate the arrays
double ****A = (double ****) malloc(sizeof(double***)*2);
for(m=0; m<2;m++){
A[m] = (double ***) malloc(sizeof(double**)*Nz);
for(i=0; i<Nz; i++){
A[m][i] = (double**) malloc(sizeof(double*)*Ny);
for(j=0;j<Ny;j++){
A[m][i][j] = (double*) malloc(sizeof(double)*Nx);
}
}
}
double ****coef = (double ****) malloc(sizeof(double***)*13);
for(m=0; m<13;m++){
coef[m] = (double ***) malloc(sizeof(double**)*Nz);
for(i=0; i<Nz; i++){
coef[m][i] = (double**) malloc(sizeof(double*)*Ny);
for(j=0;j<Ny;j++){
coef[m][i][j] = (double*) malloc(sizeof(double)*Nx);
}
}
}
// tile size information, including extra element to decide the list length
int *tile_size = (int*) malloc(sizeof(int));
tile_size[0] = -1;
// The list is modified here before source-to-source transformations
tile_size = (int*) realloc((void *)tile_size, sizeof(int)*5);
tile_size[0] = 24;
tile_size[1] = 24;
tile_size[2] = 16;
tile_size[3] = 256;
tile_size[4] = -1;
// for timekeeping
int ts_return = -1;
struct timeval start, end, result;
double tdiff = 0.0, min_tdiff=1.e100;
const int BASE = 1024;
// initialize variables
//
srand(42);
for (i = 1; i < Nz; i++) {
for (j = 1; j < Ny; j++) {
for (k = 1; k < Nx; k++) {
A[0][i][j][k] = 1.0 * (rand() % BASE);
}
}
}
for (m=0; m<13; m++) {
for (i=1; i<Nz; i++) {
for (j=1; j<Ny; j++) {
for (k=1; k<Nx; k++) {
coef[m][i][j][k] = 1.0 * (rand() % BASE);
}
}
}
}
#ifdef LIKWID_PERFMON
LIKWID_MARKER_INIT;
#pragma omp parallel
{
LIKWID_MARKER_THREADINIT;
#pragma omp barrier
LIKWID_MARKER_START("calc");
}
#endif
int num_threads = 1;
#if defined(_OPENMP)
num_threads = omp_get_max_threads();
#endif
for(test=0; test<TESTS; test++){
gettimeofday(&start, 0);
// serial execution - Addition: 6 && Multiplication: 2
#pragma scop
for (t = 0; t < Nt; t++) {
for (i = 4; i < Nz-4; i++) {
for (j = 4; j < Ny-4; j++) {
for (k = 4; k < Nx-4; k++) {
A[(t+1)%2][i][j][k] =
coef[0][i][j][k] * A[(t)%2][i ][j ][k ] +
coef[1][i][j][k] * (A[(t)%2][i-1][j ][k ] + A[(t)%2][i+1][j ][k ]) +
coef[2][i][j][k] * (A[(t)%2][i ][j-1][k ] + A[(t)%2][i ][j+1][k ]) +
coef[3][i][j][k] * (A[(t)%2][i ][j ][k-1] + A[(t)%2][i ][j ][k+1]) +
coef[4][i][j][k] * (A[(t)%2][i-2][j ][k ] + A[(t)%2][i+2][j ][k ]) +
coef[5][i][j][k] * (A[(t)%2][i ][j-2][k ] + A[(t)%2][i ][j+2][k ]) +
coef[6][i][j][k] * (A[(t)%2][i ][j ][k-2] + A[(t)%2][i ][j ][k+2]) +
coef[7][i][j][k] * (A[(t)%2][i-3][j ][k ] + A[(t)%2][i+3][j ][k ]) +
coef[8][i][j][k] * (A[(t)%2][i ][j-3][k ] + A[(t)%2][i ][j+3][k ]) +
coef[9][i][j][k] * (A[(t)%2][i ][j ][k-3] + A[(t)%2][i ][j ][k+3]) +
coef[10][i][j][k]* (A[(t)%2][i-4][j ][k ] + A[(t)%2][i+4][j ][k ]) +
coef[11][i][j][k]* (A[(t)%2][i ][j-4][k ] + A[(t)%2][i ][j+4][k ]) +
coef[12][i][j][k]* (A[(t)%2][i ][j ][k-4] + A[(t)%2][i ][j ][k+4]) ;
}
}
}
}
#pragma endscop
gettimeofday(&end, 0);
ts_return = timeval_subtract(&result, &end, &start);
tdiff = (double) (result.tv_sec + result.tv_usec * 1.0e-6);
min_tdiff = min(min_tdiff, tdiff);
printf("Rank 0 TEST# %d time: %f\n", test, tdiff);
}
PRINT_RESULTS(4, "variable axis-symmetric")
#ifdef LIKWID_PERFMON
#pragma omp parallel
{
LIKWID_MARKER_STOP("calc");
}
LIKWID_MARKER_CLOSE;
#endif
// Free allocated arrays
for(i=0; i<Nz; i++){
for(j=0;j<Ny;j++){
free(A[0][i][j]);
free(A[1][i][j]);
}
free(A[0][i]);
free(A[1][i]);
}
free(A[0]);
free(A[1]);
for(m=0; m<13;m++){
for(i=0; i<Nz; i++){
for(j=0;j<Ny;j++){
free(coef[m][i][j]);
}
free(coef[m][i]);
}
free(coef[m]);
}
return 0;
}
|
solution.c | #include <stdio.h>
#include <stdlib.h>
#include <omp.h>
#define Length 1.0
#define Temperature_1 1.0
#define Temperature_2 5.0
int main(int argc, char **argv) {
// Время, когда требуется посчитать распределение температуры в стержне
double Time = 1.0;
// Число разбиений по координате
size_t M = 10;
// Количество паралельных процессов
size_t size = 1;
if (argc > 1) {
// Считываем время, когда хотим узнать распределение температуры
// в стержне
Time = atof(argv[1]);
if (Time < 0) {
printf("Sorry, timemachine hasn't been invented yet!");
return EXIT_FAILURE;
}
if (argc > 2) {
// Число разбиений по координате
M = atoll(argv[2]);
if (M < 2) {
// Иначе метод не сходится
printf("Invalid values!\n");
return EXIT_FAILURE;
}
if (argc > 3) {
size = atoll(argv[3]);
if (M <= size) {
// Если мелкость разбиения координаты настолько мала,
// что не будут использованы все процессы
printf("Required number of processes is unreasonable \
compared to coordinate partition!\n");
return EXIT_FAILURE;
}
}
}
}
// Шаг по координате
double h = Length / M;
// Шаг по времени (число Куранта)
double tau = 0.3 * h * h;
// Число разбиений по времени
int N = Time / tau;
// Массивы температуры для момента времени n и n + 1 соответственно
double *u0 = (double*) malloc(sizeof(double) * M);
double *u1 = (double*) malloc(sizeof(double) * M);
// Счетчики для циклов по времени и координате
size_t m, n;
// Начальные условия (f(x) = 0 )
for (m = 0; m < M; m++) {
u0[m] = u1[m] = 0.0;
}
// Задаем граничные условия
u0[0] = u1[0] = Temperature_1;
u0[M - 1] = u1[M - 1] = Temperature_2;
// Задаем кол-во процессов для следующего распараллеливания
omp_set_num_threads(size);
#pragma omp parallel private(n)
{
for (n = 0; n < N; n++) { // Цикл по времени
// Явный метод
#pragma omp for
for (m = 1; m < M - 1; m++) {
u1[m] = u0[m] + 0.3 * (u0[m - 1] - 2.0 * u0[m] + u0[m + 1]);
}
#pragma omp single
{
// Обновление результатов
double *t = u0;
u0 = u1;
u1 = t;
}
}
}
// Вывод на экран
for (m = 0; m < M; m++) {
printf("%lf %lf\n", m * h, u1[m]);
}
// Освобождение памяти
free(u0);
free(u1);
return EXIT_SUCCESS;
}
|
trees.c | #include<stdio.h>
#include<omp.h>
typedef struct Node Node;
struct Node {
int leaf;
float g;
int min_samples;
int split_ind;
float split;
Node * left;
Node * right;
};
Node * get_root(int min_samples)
{
Node * root = malloc(sizeof(Node));
root->leaf=1;
root->min_samples=min_samples;
return root;
}
void fit_tree(
Node * root,
int n_features,
int n_samples,
int * ind,
float ** features,
float * gradient)
{
// Initialize left and right children.
Node * left = malloc(sizeof(Node));
left->min_samples=root->min_samples;
Node * right = malloc(sizeof(Node));
right->min_samples=root->min_samples;
// Find best split.
float best = -1, gl, gr;
int nl, nr, left_n, right_n;
for(int f=0; f<n_features; f++){
#pragma omp parallel private(nl, nr, gl, gr)
{
#pragma omp for
for(int i=0; i<n_samples; i++){
gl=0; gr=0;
nl=0; nr=0;
for(int j=0; j<n_samples; j++){
if(features[f][ind[j]] < features[f][ind[i]]){
gl += gradient[ind[j]];
nl++;
} else {
gr += gradient[ind[j]];
nr++;
}
}
#pragma omp critical
{if(best < gl * gl + gr * gr){
best = gl * gl + gr * gr;
root->split_ind = f;
root->split = features[f][ind[i]];
root->g = (gl + gr) / (nl + nr);
left->g = gl / nl;
right->g = gr / nr;
left_n = nl;
right_n = nr;
}}
}
}}
if( root->min_samples <= left_n
&& root->min_samples <= right_n
&& 0 < left_n && 0 < right_n){
root->leaf=0;
int * left_ind = malloc(sizeof(int) * nl);
int * right_ind = malloc(sizeof(int) * nr);
int k, j=0, w=0;
for(int i=0; i<n_samples; i++){
k = ind[i];
if(features[root->split_ind][k] < root->split){
left_ind[j]=k;
++j;
} else {
right_ind[w]=k;
++w;
}
}
root->left=left; root->right=right;
free(ind);
// Recursive calls.
fit_tree(left, n_features, left_n,
left_ind, features, gradient);
fit_tree(right, n_features, right_n,
right_ind, features, gradient);
} else {
free(left);free(right);
root->leaf=1;
}
}
void tree_predict(
Node * root,
int n_samples,
float ** features,
float * predictions)
{
Node * node;
#pragma omp parallel private(node)
{
#pragma omp for
for(int i=0; i<n_samples; i++){
node = root;
while(node->leaf != 1){
if(features[node->split_ind][i] < node->split)
node = node->left;
else
node = node->right;
}
predictions[i] = node->g;
}}
}
typedef struct GBM GBM;
struct GBM {
int left;
float learning_rate;
GBM * next;
Node * root;
};
GBM * get_gbm(int n_trees, float learning_rate){
GBM * gbm = malloc(sizeof(GBM));
gbm->left=n_trees-1;
gbm->learning_rate=learning_rate;
return gbm;
}
void fit_gbm(
GBM * gbm,
int min_samples,
int n_features,
int n_samples,
float ** features,
float * labels){
GBM * curr = gbm;
float * predictions = malloc(sizeof(float) * n_samples);
float * gbm_predictions = malloc(sizeof(float) * n_samples);
float * gradient = malloc(sizeof(float) * n_samples);
#pragma omp parallel
{
#pragma omp for
for(int i=0; i<n_samples; i++){
gbm_predictions[i] = 0;
gradient[i] = labels[i];
}}
while(0 <= curr->left){
curr->root = get_root(min_samples);
int * ind = malloc(sizeof(int) * n_samples);
for(int i=0; i<n_samples; i++)
ind[i] = i;
fit_tree(curr->root, n_features, n_samples,
ind, features, gradient);
tree_predict(curr->root, n_samples,
features, predictions);
curr->next = malloc(sizeof(GBM));
curr->next->left = curr->left-1;
curr->next->learning_rate = curr->learning_rate;
curr = curr->next;
for(int i=0; i<n_samples; i++){
gbm_predictions[i] += curr->learning_rate * predictions[i];
gradient[i] = labels[i] - gbm_predictions[i];
}
}
for(int i=0; i<n_samples; i++)
printf("label[i]=%f gbm_pred[i]=%f\n", labels[i], gbm_predictions[i]);
free(predictions);
free(gbm_predictions);
free(gradient);
}
int main()
{
float ** features;
features = malloc(sizeof(features));
float feature_0[8] = {0, 1, 2, 3, 4, 5, 6, 7};
float feature_1[8] = {1, 1, 1, 1, 1, 1, 2, 2};
features[0] = feature_0;
features[1] = feature_1;
float labels[8] = {1,1,1,1,-1,-1,-1,-1};
GBM * gbm = get_gbm(10, 1.0);
fit_gbm(gbm, 1, 2, 8, features, labels);
return 0;
}
|
irbuilder_unroll_partial_factor.c | // NOTE: Assertions have been autogenerated by utils/update_cc_test_checks.py UTC_ARGS: --function-signature --include-generated-funcs
// RUN: %clang_cc1 -fopenmp-enable-irbuilder -verify -fopenmp -fopenmp-version=51 -x c -triple x86_64-unknown-unknown -emit-llvm %s -o - | FileCheck %s
// expected-no-diagnostics
#ifndef HEADER
#define HEADER
// CHECK-LABEL: define {{.*}}@unroll_partial_factor(
// CHECK-NEXT: [[ENTRY:.*]]:
// CHECK-NEXT: %[[A_ADDR:.+]] = alloca float*, align 8
// CHECK-NEXT: %[[B_ADDR:.+]] = alloca float*, align 8
// CHECK-NEXT: %[[C_ADDR:.+]] = alloca float*, align 8
// CHECK-NEXT: %[[D_ADDR:.+]] = alloca float*, align 8
// CHECK-NEXT: %[[I:.+]] = alloca i32, align 4
// CHECK-NEXT: %[[AGG_CAPTURED:.+]] = alloca %struct.anon, align 8
// CHECK-NEXT: %[[AGG_CAPTURED1:.+]] = alloca %struct.anon.0, align 4
// CHECK-NEXT: %[[DOTCOUNT_ADDR:.+]] = alloca i32, align 4
// CHECK-NEXT: store float* %[[A:.+]], float** %[[A_ADDR]], align 8
// CHECK-NEXT: store float* %[[B:.+]], float** %[[B_ADDR]], align 8
// CHECK-NEXT: store float* %[[C:.+]], float** %[[C_ADDR]], align 8
// CHECK-NEXT: store float* %[[D:.+]], float** %[[D_ADDR]], align 8
// CHECK-NEXT: store i32 0, i32* %[[I]], align 4
// CHECK-NEXT: %[[TMP0:.+]] = getelementptr inbounds %struct.anon, %struct.anon* %[[AGG_CAPTURED]], i32 0, i32 0
// CHECK-NEXT: store i32* %[[I]], i32** %[[TMP0]], align 8
// CHECK-NEXT: %[[TMP1:.+]] = getelementptr inbounds %struct.anon.0, %struct.anon.0* %[[AGG_CAPTURED1]], i32 0, i32 0
// CHECK-NEXT: %[[TMP2:.+]] = load i32, i32* %[[I]], align 4
// CHECK-NEXT: store i32 %[[TMP2]], i32* %[[TMP1]], align 4
// CHECK-NEXT: call void @__captured_stmt(i32* %[[DOTCOUNT_ADDR]], %struct.anon* %[[AGG_CAPTURED]])
// CHECK-NEXT: %[[DOTCOUNT:.+]] = load i32, i32* %[[DOTCOUNT_ADDR]], align 4
// CHECK-NEXT: br label %[[OMP_LOOP_PREHEADER:.+]]
// CHECK-EMPTY:
// CHECK-NEXT: [[OMP_LOOP_PREHEADER]]:
// CHECK-NEXT: br label %[[OMP_LOOP_HEADER:.+]]
// CHECK-EMPTY:
// CHECK-NEXT: [[OMP_LOOP_HEADER]]:
// CHECK-NEXT: %[[OMP_LOOP_IV:.+]] = phi i32 [ 0, %[[OMP_LOOP_PREHEADER]] ], [ %[[OMP_LOOP_NEXT:.+]], %[[OMP_LOOP_INC:.+]] ]
// CHECK-NEXT: br label %[[OMP_LOOP_COND:.+]]
// CHECK-EMPTY:
// CHECK-NEXT: [[OMP_LOOP_COND]]:
// CHECK-NEXT: %[[OMP_LOOP_CMP:.+]] = icmp ult i32 %[[OMP_LOOP_IV]], %[[DOTCOUNT]]
// CHECK-NEXT: br i1 %[[OMP_LOOP_CMP]], label %[[OMP_LOOP_BODY:.+]], label %[[OMP_LOOP_EXIT:.+]]
// CHECK-EMPTY:
// CHECK-NEXT: [[OMP_LOOP_BODY]]:
// CHECK-NEXT: call void @__captured_stmt.1(i32* %[[I]], i32 %[[OMP_LOOP_IV]], %struct.anon.0* %[[AGG_CAPTURED1]])
// CHECK-NEXT: %[[TMP3:.+]] = load float*, float** %[[B_ADDR]], align 8
// CHECK-NEXT: %[[TMP4:.+]] = load i32, i32* %[[I]], align 4
// CHECK-NEXT: %[[IDXPROM:.+]] = sext i32 %[[TMP4]] to i64
// CHECK-NEXT: %[[ARRAYIDX:.+]] = getelementptr inbounds float, float* %[[TMP3]], i64 %[[IDXPROM]]
// CHECK-NEXT: %[[TMP5:.+]] = load float, float* %[[ARRAYIDX]], align 4
// CHECK-NEXT: %[[TMP6:.+]] = load float*, float** %[[C_ADDR]], align 8
// CHECK-NEXT: %[[TMP7:.+]] = load i32, i32* %[[I]], align 4
// CHECK-NEXT: %[[IDXPROM2:.+]] = sext i32 %[[TMP7]] to i64
// CHECK-NEXT: %[[ARRAYIDX3:.+]] = getelementptr inbounds float, float* %[[TMP6]], i64 %[[IDXPROM2]]
// CHECK-NEXT: %[[TMP8:.+]] = load float, float* %[[ARRAYIDX3]], align 4
// CHECK-NEXT: %[[MUL:.+]] = fmul float %[[TMP5]], %[[TMP8]]
// CHECK-NEXT: %[[TMP9:.+]] = load float*, float** %[[D_ADDR]], align 8
// CHECK-NEXT: %[[TMP10:.+]] = load i32, i32* %[[I]], align 4
// CHECK-NEXT: %[[IDXPROM4:.+]] = sext i32 %[[TMP10]] to i64
// CHECK-NEXT: %[[ARRAYIDX5:.+]] = getelementptr inbounds float, float* %[[TMP9]], i64 %[[IDXPROM4]]
// CHECK-NEXT: %[[TMP11:.+]] = load float, float* %[[ARRAYIDX5]], align 4
// CHECK-NEXT: %[[MUL6:.+]] = fmul float %[[MUL]], %[[TMP11]]
// CHECK-NEXT: %[[TMP12:.+]] = load float*, float** %[[A_ADDR]], align 8
// CHECK-NEXT: %[[TMP13:.+]] = load i32, i32* %[[I]], align 4
// CHECK-NEXT: %[[IDXPROM7:.+]] = sext i32 %[[TMP13]] to i64
// CHECK-NEXT: %[[ARRAYIDX8:.+]] = getelementptr inbounds float, float* %[[TMP12]], i64 %[[IDXPROM7]]
// CHECK-NEXT: store float %[[MUL6]], float* %[[ARRAYIDX8]], align 4
// CHECK-NEXT: br label %[[OMP_LOOP_INC]]
// CHECK-EMPTY:
// CHECK-NEXT: [[OMP_LOOP_INC]]:
// CHECK-NEXT: %[[OMP_LOOP_NEXT]] = add nuw i32 %[[OMP_LOOP_IV]], 1
// CHECK-NEXT: br label %[[OMP_LOOP_HEADER]], !llvm.loop ![[LOOP3:[0-9]+]]
// CHECK-EMPTY:
// CHECK-NEXT: [[OMP_LOOP_EXIT]]:
// CHECK-NEXT: br label %[[OMP_LOOP_AFTER:.+]]
// CHECK-EMPTY:
// CHECK-NEXT: [[OMP_LOOP_AFTER]]:
// CHECK-NEXT: ret void
// CHECK-NEXT: }
void unroll_partial_factor(float *a, float *b, float *c, float *d) {
#pragma omp unroll partial(3)
for (int i = 0; i < 2; i++) {
a[i] = b[i] * c[i] * d[i];
}
}
#endif // HEADER
// CHECK-LABEL: define {{.*}}@__captured_stmt(
// CHECK-NEXT: [[ENTRY:.*]]:
// CHECK-NEXT: %[[DISTANCE_ADDR:.+]] = alloca i32*, align 8
// CHECK-NEXT: %[[__CONTEXT_ADDR:.+]] = alloca %struct.anon*, align 8
// CHECK-NEXT: %[[DOTSTART:.+]] = alloca i32, align 4
// CHECK-NEXT: %[[DOTSTOP:.+]] = alloca i32, align 4
// CHECK-NEXT: %[[DOTSTEP:.+]] = alloca i32, align 4
// CHECK-NEXT: store i32* %[[DISTANCE:.+]], i32** %[[DISTANCE_ADDR]], align 8
// CHECK-NEXT: store %struct.anon* %[[__CONTEXT:.+]], %struct.anon** %[[__CONTEXT_ADDR]], align 8
// CHECK-NEXT: %[[TMP0:.+]] = load %struct.anon*, %struct.anon** %[[__CONTEXT_ADDR]], align 8
// CHECK-NEXT: %[[TMP1:.+]] = getelementptr inbounds %struct.anon, %struct.anon* %[[TMP0]], i32 0, i32 0
// CHECK-NEXT: %[[TMP2:.+]] = load i32*, i32** %[[TMP1]], align 8
// CHECK-NEXT: %[[TMP3:.+]] = load i32, i32* %[[TMP2]], align 4
// CHECK-NEXT: store i32 %[[TMP3]], i32* %[[DOTSTART]], align 4
// CHECK-NEXT: store i32 2, i32* %[[DOTSTOP]], align 4
// CHECK-NEXT: store i32 1, i32* %[[DOTSTEP]], align 4
// CHECK-NEXT: %[[TMP4:.+]] = load i32, i32* %[[DOTSTART]], align 4
// CHECK-NEXT: %[[TMP5:.+]] = load i32, i32* %[[DOTSTOP]], align 4
// CHECK-NEXT: %[[CMP:.+]] = icmp slt i32 %[[TMP4]], %[[TMP5]]
// CHECK-NEXT: br i1 %[[CMP]], label %[[COND_TRUE:.+]], label %[[COND_FALSE:.+]]
// CHECK-EMPTY:
// CHECK-NEXT: [[COND_TRUE]]:
// CHECK-NEXT: %[[TMP6:.+]] = load i32, i32* %[[DOTSTOP]], align 4
// CHECK-NEXT: %[[TMP7:.+]] = load i32, i32* %[[DOTSTART]], align 4
// CHECK-NEXT: %[[SUB:.+]] = sub nsw i32 %[[TMP6]], %[[TMP7]]
// CHECK-NEXT: %[[TMP8:.+]] = load i32, i32* %[[DOTSTEP]], align 4
// CHECK-NEXT: %[[SUB1:.+]] = sub i32 %[[TMP8]], 1
// CHECK-NEXT: %[[ADD:.+]] = add i32 %[[SUB]], %[[SUB1]]
// CHECK-NEXT: %[[TMP9:.+]] = load i32, i32* %[[DOTSTEP]], align 4
// CHECK-NEXT: %[[DIV:.+]] = udiv i32 %[[ADD]], %[[TMP9]]
// CHECK-NEXT: br label %[[COND_END:.+]]
// CHECK-EMPTY:
// CHECK-NEXT: [[COND_FALSE]]:
// CHECK-NEXT: br label %[[COND_END]]
// CHECK-EMPTY:
// CHECK-NEXT: [[COND_END]]:
// CHECK-NEXT: %[[COND:.+]] = phi i32 [ %[[DIV]], %[[COND_TRUE]] ], [ 0, %[[COND_FALSE]] ]
// CHECK-NEXT: %[[TMP10:.+]] = load i32*, i32** %[[DISTANCE_ADDR]], align 8
// CHECK-NEXT: store i32 %[[COND]], i32* %[[TMP10]], align 4
// CHECK-NEXT: ret void
// CHECK-NEXT: }
// CHECK-LABEL: define {{.*}}@__captured_stmt.1(
// CHECK-NEXT: [[ENTRY:.*]]:
// CHECK-NEXT: %[[LOOPVAR_ADDR:.+]] = alloca i32*, align 8
// CHECK-NEXT: %[[LOGICAL_ADDR:.+]] = alloca i32, align 4
// CHECK-NEXT: %[[__CONTEXT_ADDR:.+]] = alloca %struct.anon.0*, align 8
// CHECK-NEXT: store i32* %[[LOOPVAR:.+]], i32** %[[LOOPVAR_ADDR]], align 8
// CHECK-NEXT: store i32 %[[LOGICAL:.+]], i32* %[[LOGICAL_ADDR]], align 4
// CHECK-NEXT: store %struct.anon.0* %[[__CONTEXT:.+]], %struct.anon.0** %[[__CONTEXT_ADDR]], align 8
// CHECK-NEXT: %[[TMP0:.+]] = load %struct.anon.0*, %struct.anon.0** %[[__CONTEXT_ADDR]], align 8
// CHECK-NEXT: %[[TMP1:.+]] = getelementptr inbounds %struct.anon.0, %struct.anon.0* %[[TMP0]], i32 0, i32 0
// CHECK-NEXT: %[[TMP2:.+]] = load i32, i32* %[[TMP1]], align 4
// CHECK-NEXT: %[[TMP3:.+]] = load i32, i32* %[[LOGICAL_ADDR]], align 4
// CHECK-NEXT: %[[MUL:.+]] = mul i32 1, %[[TMP3]]
// CHECK-NEXT: %[[ADD:.+]] = add i32 %[[TMP2]], %[[MUL]]
// CHECK-NEXT: %[[TMP4:.+]] = load i32*, i32** %[[LOOPVAR_ADDR]], align 8
// CHECK-NEXT: store i32 %[[ADD]], i32* %[[TMP4]], align 4
// CHECK-NEXT: ret void
// CHECK-NEXT: }
// CHECK: ![[META0:[0-9]+]] = !{i32 1, !"wchar_size", i32 4}
// CHECK: ![[META1:[0-9]+]] = !{i32 7, !"openmp", i32 51}
// CHECK: ![[META2:[0-9]+]] =
// CHECK: ![[LOOP3]] = distinct !{![[LOOP3]], ![[LOOPPROP4:[0-9]+]], ![[LOOPPROP5:[0-9]+]]}
// CHECK: ![[LOOPPROP4]] = !{!"llvm.loop.unroll.enable"}
// CHECK: ![[LOOPPROP5]] = !{!"llvm.loop.unroll.count", i32 3}
|
SparseProduct.c | #include <stdio.h>
#include <stdlib.h>
#include <math.h>
/// #include "InputOutput.h"
#include "ScalarVectors.h"
#include "hb_io.h"
#include "SparseProduct.h"
/*********************************************************************************/
// This routine creates a sparseMatrix from the next parameters
// * numR defines the number of rows
// * numC defines the number of columns
// * numE defines the number of nonzero elements
// * msr indicates if the MSR is the format used to the sparse matrix
// If msr is actived, numE doesn't include the diagonal elements
// The parameter index indicates if 0-indexing or 1-indexing is used.
void CreateSparseMatrix (ptr_SparseMatrix p_spr, int index, int numR, int numC, int numE, int msr) {
// printf (" index = %d , numR = %d , numC = %d , numE = %d\n", index, numR, numC, numE);
// The scalar components of the structure are initiated
p_spr->dim1 = numR; p_spr->dim2 = numC;
// Only one malloc is made for the vectors of indices
CreateInts (&(p_spr->vptr), numE+numR+1);
// The first component of the vectors depends on the used format
*(p_spr->vptr) = ((msr)? (numR+1): 0) + index;
p_spr->vpos = p_spr->vptr + ((msr)? 0: (numR+1));
// The number of nonzero elements depends on the format used
CreateDoubles (&(p_spr->vval), numE+(numR+1)*msr);
}
// This routine liberates the memory related to matrix spr
void RemoveSparseMatrix (ptr_SparseMatrix spr) {
// First the scalar are initiated
spr->dim1 = -1; spr->dim2 = -1;
// The vectors are liberated
RemoveInts (&(spr->vptr)); RemoveDoubles (&(spr->vval));
}
/*********************************************************************************/
// This routine creates de sparse matrix dst from the symmetric matrix spr.
// The parameters indexS and indexD indicate, respectivaly, if 0-indexing or 1-indexing is used
// to store the sparse matrices.
void DesymmetrizeSparseMatrices (SparseMatrix src, int indexS, ptr_SparseMatrix dst, int indexD) {
int n = src.dim1, nnz = 0;
int *sizes = NULL;
int *pp1 = NULL, *pp2 = NULL, *pp3 = NULL, *pp4 = NULL, *pp5 = NULL;
int i, j, dim, indexDS = indexD - indexS;
double *pd3 = NULL, *pd4 = NULL;
// The vector sizes is created and initiated
CreateInts (&sizes, n); InitInts (sizes, n, 0, 0);
// This loop counts the number of elements in each row
pp1 = src.vptr; pp3 = src.vpos + *pp1 - indexS;
pp2 = pp1 + 1 ; pp4 = sizes - indexS;
for (i=indexS; i<(n+indexS); i++) {
// The size of the corresponding row is accumulated
dim = (*pp2 - *pp1); pp4[i] += dim;
// Now each component of the row is analyzed
for (j=0; j<dim; j++) {
// The nondiagonals elements define another element in the graph
if (*pp3 != i) pp4[*pp3]++;
pp3++;
}
pp1 = pp2++;
}
// Compute the number of nonzeros of the new sparse matrix
nnz = AddInts (sizes, n);
// Create the new sparse matrix
CreateSparseMatrix (dst, indexD, n, n, nnz, 0);
// Fill the vector of pointers
CopyInts (sizes, (dst->vptr) + 1, n);
dst->vptr[0] = indexD; TransformLengthtoHeader (dst->vptr, n);
// The vector sizes is initiated with the beginning of each row
CopyInts (dst->vptr, sizes, n);
// This loop fills the contents of vector vpos
pp1 = src.vptr; pp3 = src.vpos + *pp1 - indexS;
pp2 = pp1 + 1 ; pp4 = dst->vpos - indexD; pp5 = sizes - indexS;
pd3 = src.vval + *pp1 - indexS; pd4 = dst->vval - indexD;
for (i=indexS; i<(n+indexS); i++) {
dim = (*pp2 - *pp1);
for (j=0; j<dim; j++) {
// The elements in the i-th row
pp4[pp5[i] ] = *pp3+indexDS;
pd4[pp5[i]++] = *pd3;
if (*pp3 != i) {
// The nondiagonals elements define another element in the graph
pp4[pp5[*pp3] ] = i+indexDS;
pd4[pp5[*pp3]++] = *pd3;
}
pp3++; pd3++;
}
pp1 = pp2++;
}
// The memory related to the vector sizes is liberated
RemoveInts (&sizes);
}
/*********************************************************************************/
int ReadMatrixHB (char *filename, ptr_SparseMatrix p_spr) {
int *colptr = NULL;
double *exact = NULL;
double *guess = NULL;
int indcrd;
char *indfmt = NULL;
FILE *input;
char *key = NULL;
char *mxtype = NULL;
int ncol;
int neltvl;
int nnzero;
int nrhs;
int nrhsix;
int nrow;
int ptrcrd;
char *ptrfmt = NULL;
int rhscrd;
char *rhsfmt = NULL;
int *rhsind = NULL;
int *rhsptr = NULL;
char *rhstyp = NULL;
double *rhsval = NULL;
double *rhsvec = NULL;
int *rowind = NULL;
char *title = NULL;
int totcrd;
int valcrd;
char *valfmt = NULL;
double *values = NULL;
printf ("\nTEST09\n");
printf (" HB_FILE_READ reads all the data in an HB file.\n");
printf (" HB_FILE_MODULE is the module that stores the data.\n");
input = fopen (filename, "r");
if ( !input ) {
printf ("\n TEST09 - Warning!\n Error opening the file %s .\n", filename);
return -1;
}
hb_file_read ( input, &title, &key, &totcrd, &ptrcrd, &indcrd,
&valcrd, &rhscrd, &mxtype, &nrow, &ncol, &nnzero, &neltvl,
&ptrfmt, &indfmt, &valfmt, &rhsfmt, &rhstyp, &nrhs, &nrhsix,
&colptr, &rowind, &values, &rhsval, &rhsptr, &rhsind, &rhsvec,
&guess, &exact );
fclose (input);
// Conversion Fortran to C
CopyShiftInts (colptr, colptr, nrow+1, -1);
CopyShiftInts (rowind, rowind, nnzero, -1);
// Data assignment
p_spr->dim1 = nrow ; p_spr->dim2 = ncol ;
p_spr->vptr = colptr; p_spr->vpos = rowind; p_spr->vval = values;
// Memory liberation
free (exact ); free (guess ); free (indfmt);
free (key ); free (mxtype); free (ptrfmt);
free (rhsfmt); free (rhsind); free (rhsptr);
free (rhstyp); free (rhsval); free (rhsvec);
free (title ); free (valfmt);
return 0;
}
/*********************************************************************************/
// This routine computes the product { res += spr * vec }.
// The parameter index indicates if 0-indexing or 1-indexing is used,
void ProdSparseMatrixVector2 (SparseMatrix spr, int index, double *vec, double *res) {
int i, j;
int *pp1 = spr.vptr, *pp2 = pp1+1, *pi1 = spr.vpos + *pp1 - index;
double aux, *pvec = vec - index, *pd2 = res;
double *pd1 = spr.vval + *pp1 - index;
// If the MSR format is used, first the diagonal has to be processed
if (spr.vptr == spr.vpos)
VvecDoubles (1.0, spr.vval, vec, 1.0, res, spr.dim1);
for (i=0; i<spr.dim1; i++) {
// The dot product between the row i and the vector vec is computed
aux = 0.0;
for (j=*pp1; j<*pp2; j++)
aux += *(pd1++) * pvec[*(pi1++)];
// for (j=spr.vptr[i]; j<spr.vptr[i+1]; j++)
// aux += spr.vval[j] * pvec[spr.vpos[j]];
// Accumulate the obtained value on the result
*(pd2++) += aux; pp1 = pp2++;
}
}
// This routine computes the product { res += spr * vec }.
// The parameter index indicates if 0-indexing or 1-indexing is used,
void ProdSparseMatrixVectorByRows (SparseMatrix spr, int index, double *vec, double *res) {
int i, j, dim = spr.dim1;
int *pp1 = spr.vptr, *pi1 = spr.vpos + *pp1 - index;
double aux, *pvec = vec + *pp1 - index;
double *pd1 = spr.vval + *pp1 - index;
// Process all the rows of the matrix
for (i=0; i<dim; i++) {
// The dot product between the row i and the vector vec is computed
aux = 0.0;
for (j=pp1[i]; j<pp1[i+1]; j++)
aux += pd1[j] * pvec[pi1[j]];
// Accumulate the obtained value on the result
res[i] += aux;
}
}
// This routine computes the product { res += spr * vec }.
// The parameter index indicates if 0-indexing or 1-indexing is used,
void ProdSparseMatrixVectorByRows_OMP (SparseMatrix spr, int index, double *vec, double *res) {
int i, j, dim = spr.dim1;
int *pp1 = spr.vptr, *pi1 = spr.vpos + *pp1 - index;
double aux, *pvec = vec + *pp1 - index;
double *pd1 = spr.vval + *pp1 - index;
// Process all the rows of the matrix
#pragma omp parallel for private(j, aux)
for (i=0; i<dim; i++) {
// The dot product between the row i and the vector vec is computed
aux = 0.0;
for (j=pp1[i]; j<pp1[i+1]; j++)
aux += pd1[j] * pvec[pi1[j]];
// Accumulate the obtained value on the result
res[i] += aux;
}
}
/*void ProdSparseMatrixVectorByRows_OMPTasks (SparseMatrix spr, int index, double *vec, double *res, int bm) {
int dim = spr.dim1;
// Process all the rows of the matrix
//#pragma omp taskloop grainsize(bm)
for (int i=0; i<dim; i+=bm) {
int cs = dim - i;
int c = cs < bm ? cs : bm;
// for (i=0; i<dim; i++) {
#pragma omp task depend(inout:res[i:i+c-1]) shared(i,c)
{
printf("Task SPMV ---- i: %d, c: %d \n", i, c);
int *pp1 = spr.vptr, *pi1 = spr.vpos + *pp1 - index;
double aux, *pvec = vec + *pp1 - index;
double *pd1 = spr.vval + *pp1 - index;
// The dot product between the row i and the vector vec is computed
aux = 0.0;
for(int idx=i; idx < i+c; idx++){
// printf("Task SPMV ---- idx: %d\n", idx);
for (int j=pp1[idx]; j<pp1[idx+1]; j++)
aux += pd1[j] * pvec[pi1[j]];
// Accumulate the obtained value on the result
res[idx] += aux;
}
}
}
}*/
/*void ProdSparseMatrixVectorByRows_OMPTasks (SparseMatrix spr, int index, double *vec, double *res, int bm) {
int i, j, idx, dim = spr.dim1;
int *pp1 = spr.vptr, *pi1 = spr.vpos + *pp1 - index;
double aux, *pvec = vec + *pp1 - index;
double *pd1 = spr.vval + *pp1 - index;
// Process all the rows of the matrix
#pragma omp taskloop grainsize(bm) depend(out:res[i])
for ( i=0; i<dim; i++ ) {
// The dot product between the row i and the vector vec is computed
aux = 0.0;
for (j=pp1[i]; j<pp1[i+1]; j++)
aux += pd1[j] * pvec[pi1[j]];
// Accumulate the obtained value on the result
res[i] += aux;
}
}*/
void __t_spmv (int bm, int m, int initRes, SparseMatrix spr, int index, double *vec, double *res)
{
// double *R = &res[initRes];
int i, j;
int *pp1 = spr.vptr, *pi1 = spr.vpos + *pp1 - index;
double aux, *pvec = vec + *pp1 - index;
double *pd1 = spr.vval + *pp1 - index;
//printf("Task SPMV initRes: %d, bm: %d, dim: %d\n", initRes, bm, dim);
for ( i=initRes; i<initRes+bm; i++ ) {
// The dot product between the row i and the vector vec is computed
aux = 0.0;
for (j=pp1[i]; j<pp1[i+1]; j++)
aux = fma(pd1[j], pvec[pi1[j]], aux);
// Accumulate the obtained value on the result
res[i] += aux;
}
}
void ProdSparseMatrixVectorByRows_OMPTasks(SparseMatrix spr, int index, double *vec, double *res, int bm)
{
int i, m=spr.dim1;
for ( i=0; i<m; i+=bm) {
int cs = m - i;
int c = cs < bm ? cs : bm;
#pragma omp task depend(inout:res[i:i+c-1]) firstprivate(i, c, m, index)
__t_spmv(c, m, i, spr, index, vec, res);
}
}
/*********************************************************************************/
// This routine computes the product { res += spr * vec }.
// The parameter index indicates if 0-indexing or 1-indexing is used,
void ProdSparseMatrixVectorByCols (SparseMatrix spr, int index, double *vec, double *res) {
int i, j, dim = spr.dim1;
int *pp1 = spr.vptr, *pi1 = spr.vpos + *pp1 - index;
double aux, *pres = res + *pp1 - index;
double *pd1 = spr.vval + *pp1 - index;
// Process all the columns of the matrix
for (i=0; i<dim; i++) {
// The result is scaled by the column i and the scalar vec[i]
aux = vec[i];
for (j=pp1[i]; j<pp1[i+1]; j++)
pres[pi1[j]] += pd1[j] * aux;
}
}
// This routine computes the product { res += spr * vec }.
// The parameter index indicates if 0-indexing or 1-indexing is used,
void ProdSparseMatrixVectorByCols_OMP (SparseMatrix spr, int index, double *vec, double *res) {
int i, j, dim = spr.dim1;
int *pp1 = spr.vptr, *pi1 = spr.vpos + *pp1 - index;
double aux, *pres = res + *pp1 - index;
double *pd1 = spr.vval + *pp1 - index;
// Process all the columns of the matrix
#pragma omp parallel for private(j, aux)
for (i=0; i<dim; i++) {
// The result is scaled by the column i and the scalar vec[i]
for (j=pp1[i]; j<pp1[i+1]; j++) {
aux = vec[i] * pd1[j];
#pragma omp atomic
pres[pi1[j]] += aux;
}
}
}
/*********************************************************************************/
void GetDiagonalSparseMatrix2 (SparseMatrix spr, int shft, double *diag, int *posd) {
int i, j, dim = (spr.dim1 < spr.dim2)? spr.dim1 : spr.dim2;
int *pp1 = NULL, *pp2 = NULL, *pi1 = NULL, *pi2 = posd;
double *pd1 = NULL, *pd2 = diag;
if (spr.vptr == spr.vpos)
CopyDoubles (spr.vval, diag, spr.dim1);
else {
pp1 = spr.vptr; pp2 = pp1+1; j = (*pp2-*pp1);
pi1 = spr.vpos+*pp1; pd1 = spr.vval+*pp1;
for (i=0; i<dim; i++) {
// while ((j > 0) && (*pi1 < i))
while ((j > 0) && (*pi1 < (i+shft)))
{ pi1++; pd1++; j--; }
// *(pd2++) = ((j > 0) && (*pi1 == i))? *pd1: 0.0;
*(pd2++) = ((j > 0) && (*pi1 == (i+shft)))? *pd1: 0.0;
// *(pi2++) = ((j > 0) && (*pi1 == i))? *pp2-j: -1;
*(pi2++) = ((j > 0) && (*pi1 == (i+shft)))? *pp2-j: -1;
pi1 += j; pd1 += j; pp1 = (pp2++); j = (*pp2-*pp1);
}
}
}
/*********************************************************************************/
|
ShrubEnsemble.h | #ifndef SHRUB_ENSEMBLE_H
#define SHRUB_ENSEMBLE_H
#include <vector>
#include <math.h>
#include <random>
#include <algorithm>
#include "Datatypes.h"
#include "DecisionTree.h"
#include "Losses.h"
#include "EnsembleRegularizer.h"
#include "TreeRegularizer.h"
/**
* @brief Scales the given matrix X in-place by the given factor s
* @note
* @param &X: The matrix
* @param s: The scaling factor
* @retval None, the operation changes X in-place
*/
void scale(std::vector<std::vector<data_t>> &X, data_t s) {
for (unsigned int j = 0; j < X.size(); ++j) {
for (unsigned int k = 0; k < X[j].size(); ++k) {
X[j][k] *= s;
}
}
}
/**
* @brief Computes of all values in the given matrix X.
* @note
* @param &X: The matrix
* @retval The mean of all matrix entries.
*/
template<typename T>
T mean_all_dim(std::vector<std::vector<T>> &X) {
unsigned int n_first = X.size();
unsigned int n_second = X[0].size();
T mean = 0;
for (unsigned int j = 0; j < n_first; ++j) {
for (unsigned int k = 0; k < n_second; ++k) {
mean += X[j][k];
}
}
return mean / (n_first * n_second);
}
/**
* @brief Computes thes weighted sum across the first dimension of the given tensor using the supplied weights
* @note
* @param &X: A (N,M,K) tensor
* @param &weights: A (N,) vector
* @retval A (M,K) matrix stored as std::vector<std::vector<data_t>>
*/
std::vector<std::vector<data_t>> weighted_sum_first_dim(std::vector<std::vector<std::vector<data_t>>> &X, std::vector<data_t> const &weights) {
unsigned int n_first = X.size();
unsigned int n_second = X[0].size();
unsigned int n_third = X[0][0].size();
std::vector<std::vector<data_t>> XMean(n_second, std::vector<data_t> (n_third, 0));
for (unsigned int i = 0; i < n_first; ++i) {
for (unsigned int j = 0; j < n_second; ++j) {
for (unsigned int k = 0; k < n_third; ++k) {
XMean[j][k] += X[i][j][k] * weights[i];
}
}
}
return XMean;
}
/**
* @brief Samples `batch_size' data points from X and Y. If bootstrap is true, then sampling is performed with replacement. Otherwhise no replacement is used. This functions returns a tuple in which the first entry is the sampled data of type std::vector<std::vector<data_t>> and second entry is the sampled label of type std::vector<unsigned int>
* @note
* @param &X: The (N,d) data matrix
* @param &Y: The (N,) label vector
* @param batch_size: The batch size
* @param bootstrap: If true, samples with replacement. If false, no replacement is used
* @param &gen: The random generator used for sampling
* @retval A tuple in which the first entry is a (batch_size, d) matrix (stored as std::vector<std::vector<data_t>>) and the second entry is a (batch_size) vector (stored as std::vector<unsigned int>)
*/
auto sample_data(std::vector<std::vector<data_t>>const &X, std::vector<unsigned int>const &Y, unsigned int batch_size, bool bootstrap, std::minstd_rand &gen) {
if (batch_size >= X.size() || batch_size == 0) {
batch_size = X.size();
}
std::vector<std::vector<data_t>> bX(batch_size);
std::vector<unsigned int> bY(batch_size);
if (bootstrap) {
std::uniform_int_distribution<> dist(0, X.size()-1);
for (unsigned int i = 0; i < batch_size; ++i) {
auto idx = dist(gen);
bX[i] = X[idx];
bY[i] = Y[idx];
}
} else {
std::vector<unsigned int> idx(X.size());
std::iota(std::begin(idx), std::end(idx), 0);
std::shuffle(idx.begin(), idx.end(), gen);
for (unsigned int i = 0; i < batch_size; ++i) {
bX[i] = X[idx[i]];
bY[i] = Y[idx[i]];
}
}
return std::make_tuple(bX, bY);
}
std::vector<unsigned int> sample_indices(unsigned int n_data, unsigned int batch_size, bool bootstrap, std::minstd_rand &gen) {
if (batch_size >= n_data || batch_size == 0) {
batch_size = n_data;
}
std::vector<unsigned int> idx(batch_size);
if (bootstrap) {
std::uniform_int_distribution<> dist(0, n_data - 1);
for (unsigned int i = 0; i < batch_size; ++i) {
idx[i] = dist(gen);
}
} else {
std::vector<unsigned int> _idx(n_data);
std::iota(std::begin(_idx), std::end(_idx), 0);
std::shuffle(_idx.begin(), _idx.end(), gen);
for (unsigned int i = 0; i < batch_size; ++i) {
idx[i] = _idx[i];
}
}
return idx;
}
/**
* @brief Samples `batch_size' data points from X and Y. If bootstrap is true, then sampling is performed with replacement. Otherwhise no replacement is used. This functions returns a tuple in which the first entry is the sampled data of type std::vector<std::vector<data_t>> and second entry is the sampled label of type std::vector<unsigned int>
* @note
* @param &X: The (N,d) data matrix
* @param &Y: The (N,) label vector
* @param batch_size: The batch size
* @param bootstrap: If true, samples with replacement. If false, no replacement is used
* @param seed: The random generator seed used for seeding a std::minstd_rand random generator. Defaults to 12345L.
* @retval A tuple in which the first entry is a (batch_size, d) matrix (stored as std::vector<std::vector<data_t>>) and the second entry is a (batch_size) vector (stored as std::vector<unsigned int>)
*/
auto sample_data(std::vector<std::vector<data_t>>const &X, std::vector<unsigned int>const &Y, unsigned int batch_size, bool bootstrap, unsigned long seed = 12345L) {
std::minstd_rand gen(seed);
return sample_data(X,Y,batch_size,bootstrap,gen);
}
std::vector<unsigned int> sample_indices(unsigned int n_data, unsigned int batch_size, bool bootstrap, unsigned long seed = 12345L) {
std::minstd_rand gen(seed);
return sample_indices(n_data,batch_size,bootstrap,gen);
}
class TreeEnsemble {
public:
virtual void next_ma(std::vector<std::vector<data_t>> const &X, std::vector<unsigned int> const &Y, unsigned int n_parallel, bool boostrap, unsigned int batch_size, unsigned int burnin_steps) = 0;
virtual void fit_ma(std::vector<std::vector<data_t>> const &X, std::vector<unsigned int> const &Y, unsigned int n_trees, unsigned int n_parallel, bool bootstrap, unsigned int batch_size, unsigned int n_rounds, unsigned int burnin_steps) = 0;
virtual void next_ga(std::vector<std::vector<data_t>> const &X, std::vector<unsigned int> const &Y, unsigned int n_batches) = 0;
virtual void fit_ga(std::vector<std::vector<data_t>> const &X, std::vector<unsigned int> const &Y, unsigned int n_trees, bool bootstrap, unsigned int batch_size, unsigned int n_rounds, unsigned int n_batches) = 0;
virtual void update_trees(std::vector<std::vector<data_t>> const &X, std::vector<unsigned int> const &Y, unsigned int burnin_step = 1) = 0;
virtual void update_trees(std::vector<std::vector<data_t>> const &X, std::vector<unsigned int> const &Y, unsigned int burnin_step, std::vector<unsigned int> &data_idx) = 0;
virtual void init_trees(std::vector<std::vector<data_t>> const &X, std::vector<unsigned int> const &Y, unsigned int n_trees, bool boostrap, unsigned int batch_size) = 0;
virtual void next(std::vector<std::vector<data_t>> const &X, std::vector<unsigned int> const &Y, unsigned int burnin_steps) = 0;
virtual unsigned int num_nodes() const = 0;
virtual unsigned int num_bytes() const = 0;
virtual unsigned int num_trees() const = 0;
// virtual std::vector<internal_t> & weights() = 0;
// virtual std::vector<Tree*> trees() = 0;
virtual void load(std::vector<std::vector<internal_t>> & new_nodes, std::vector<std::vector<internal_t>> & new_leafs, std::vector<internal_t> & new_weights) = 0;
virtual std::tuple<std::vector<std::vector<internal_t>>, std::vector<std::vector<internal_t>>, std::vector<internal_t>> store() const = 0;
virtual std::vector<std::vector<internal_t>> predict_proba(std::vector<std::vector<data_t>> const &X) = 0;
virtual ~TreeEnsemble() { }
};
/**
* @brief
* @note
* @retval None
*/
template <LOSS::TYPE loss_type, OPTIMIZER::OPTIMIZER_TYPE opt, OPTIMIZER::OPTIMIZER_TYPE tree_opt, DT::TREE_INIT tree_init>
class ShrubEnsemble : public TreeEnsemble {
private:
std::vector< DecisionTree<tree_init, tree_opt> > _trees;
std::vector<internal_t> _weights;
unsigned int const n_classes;
unsigned int const max_depth;
unsigned long seed;
bool const normalize_weights;
unsigned int const max_features;
OPTIMIZER::Optimizer<opt, OPTIMIZER::STEP_SIZE_TYPE::CONSTANT> optimizer;
internal_t const step_size;
LOSS::Loss<loss_type> loss;
// std::function< std::vector<std::vector<internal_t>>(std::vector<std::vector<internal_t>> const &, std::vector<unsigned int> const &) > loss;
// std::function< std::vector<std::vector<internal_t>>(std::vector<std::vector<internal_t>> const &, std::vector<unsigned int> const &) > loss_deriv;
std::function< std::vector<internal_t>(std::vector<internal_t> const &, data_t scale) > ensemble_regularizer;
internal_t const l_ensemble_reg;
std::function< internal_t(DecisionTree<tree_init, tree_opt> const &) > tree_regularizer;
internal_t const l_tree_reg;
public:
/**
* @brief Constructs a new ShrubEnsembles object.
* @note
* @param n_classes: The number of classes on which this object should be fitted. This is necessary for online learning in which new classes may arrive over time and hence the total number of classes must be given beforehand.
* @param max_depth: The maximum depth of the decision trees. If max_depth = 0 then trees are trained until leaf nodes are pure. Defaults to 5.
* @param seed: The random seed used for all randomizations. Defaults to 12345.
* @param normalize_weights: If true then the weights are normalized so that the sum to 1. Otherwise unnormalized weights are used. Defaults to true.
* @param max_features: The maximum number features used to fit the decision trees. If max_features = 0, then all features are used. Defaults to 0.
* @param loss: The loss function that is minimized by this algorithm. See LOSS::TYPE for available losses. Defaults to LOSS::TYPE::MSE.
* @param step_size: The step-size used for any of the SGD updates.
* @param ensemble_regularizer: The ensemble regularizer that is added to the loss function. See ENSEMBLE_REGULARIZER::TYPE for available losses. Defaults to ENSEMBLE_REGULARIZER::TYPE::NO.
* @param l_ensemble_reg: The regularization strength for the ensemble_regularizer. Defaults to 0.
* @param tree_regularizer: The tree regularizer that is added to the loss function. See TREE_REGULARIZER::TYPE for available losses. Defaults to TREE_REGULARIZER::TYPE::NO.
* @param l_tree_reg: The regularization strength for the tree_regularizer. Defaults to 0.
* @retval A new ShrubEnsembles object
*/
ShrubEnsemble(
unsigned int n_classes,
unsigned int max_depth = 5,
unsigned long seed = 12345,
bool normalize_weights = true,
unsigned int max_features = 0,
// LOSS::TYPE loss = LOSS::TYPE::MSE,
internal_t step_size = 1e-2,
ENSEMBLE_REGULARIZER::TYPE ensemble_regularizer = ENSEMBLE_REGULARIZER::TYPE::NO,
internal_t l_ensemble_reg = 0.0,
TREE_REGULARIZER::TYPE tree_regularizer = TREE_REGULARIZER::TYPE::NO,
internal_t l_tree_reg = 0.0
) :
n_classes(n_classes),
max_depth(max_depth),
seed(seed),
normalize_weights(normalize_weights),
max_features(max_features),
optimizer(step_size),
step_size(step_size),
loss(),
// loss(LOSS::from_enum(loss)),
// loss_deriv(LOSS::deriv_from_enum(loss)),
ensemble_regularizer(ENSEMBLE_REGULARIZER::from_enum(ensemble_regularizer)),
l_ensemble_reg(l_ensemble_reg),
tree_regularizer(TREE_REGULARIZER::from_enum<tree_init, tree_opt>(tree_regularizer)),
l_tree_reg(l_tree_reg)
{}
/**
* @brief Remove all trees including their weight which have a 0 weight.
* @note
* @retval None
*/
void prune() {
// Remove all trees and weights which have 0 weight
unsigned int before = _weights.size();
auto wit = _weights.begin();
auto tit = _trees.begin();
while (wit != _weights.end() && tit != _trees.end()) {
if (*wit == 0) {
wit = _weights.erase(wit);
tit = _trees.erase(tit);
} else {
++wit;
++tit;
}
}
if (before != _weights.size()) {
// Make sure to reset the optimizer (e.g. the m/v estimates in ADAM) if a weight has been removed
// because they are now obsolet
optimizer.reset();
}
}
void init_trees(std::vector<std::vector<data_t>> const &X, std::vector<unsigned int> const &Y, unsigned int n_trees, bool boostrap, unsigned int batch_size) {
// Create the tree objects and initialize their weight.
// We do this in a single thread so that we can perform the training without any
// synchroization
for (unsigned int i = 0; i < n_trees; ++i) {
_trees.push_back(DecisionTree<tree_init, tree_opt>(n_classes, max_depth, max_features, seed+i, step_size));
_weights.push_back(1.0 / n_trees);
}
// Make sure to advance the random seed "properly"
seed += n_trees;
// Do the training in parallel
#pragma omp parallel for
for (unsigned int i = 0; i < n_trees; ++i){
auto idx = sample_indices(X.size(), batch_size, boostrap, seed + i);
//auto s = sample_data(X, Y, batch_size, boostrap, seed + i);
// _trees[i].fit(std::get<0>(s), std::get<1>(s));
_trees[i].fit(X,Y,idx);
}
// Make sure to advance the random seed "properly"
seed += n_trees;
}
void next_ma(std::vector<std::vector<data_t>> const &X, std::vector<unsigned int> const &Y, unsigned int n_parallel, bool boostrap, unsigned int batch_size, unsigned int burnin_steps) {
std::vector<ShrubEnsemble<loss_type, opt, tree_opt, tree_init>> ses(n_parallel, *this);
#pragma omp parallel for
for (unsigned int k = 0; k < n_parallel; ++k){
auto idx = sample_indices(X.size(), batch_size, boostrap, seed + k);
// auto s = sample_data(X, Y, batch_size, boostrap, seed+k);
ses[k].update_trees(X,Y,burnin_steps,idx);
}
seed += n_parallel;
#pragma omp parallel for
for (unsigned int j = 0; j < _trees.size(); ++j) {
for (unsigned int k = 0; k < ses.size(); ++k) {
if ( k == 0) {
_weights[j] = ses[k]._weights[j];
_trees[j]._leafs = ses[k]._trees[j]._leafs;
} else {
_weights[j] += ses[k]._weights[j];
for (unsigned int l = 0; l < ses[k]._trees[j]._leafs.size(); ++l) {
_trees[j]._leafs[l] += ses[k]._trees[j]._leafs[l];
}
}
}
_weights[j] /= n_parallel;
std::transform(_trees[j]._leafs.begin(), _trees[j]._leafs.end(), _trees[j]._leafs.begin(), [n_parallel](auto& c){return 1.0/n_parallel*c;});
}
}
void fit_ma(std::vector<std::vector<data_t>> const &X, std::vector<unsigned int> const &Y, unsigned int n_trees, unsigned int n_parallel, bool bootstrap, unsigned int batch_size, unsigned int n_rounds, unsigned int burnin_steps) {
init_trees(X, Y, n_trees, bootstrap, batch_size);
for (unsigned int i = 0; i < n_rounds; ++i) {
next_ma(X,Y,n_parallel,bootstrap,batch_size,burnin_steps);
if constexpr (opt != OPTIMIZER::OPTIMIZER_TYPE::NONE) {
// TODO also skip if ensemble_regularizer is NO
prune();
}
}
}
void next_ga(std::vector<std::vector<data_t>> const &X, std::vector<unsigned int> const &Y, unsigned int n_batches) {
if constexpr(tree_opt != OPTIMIZER::OPTIMIZER_TYPE::NONE) {
// Put all gradients in all_grad which is populated in parallel by n_batches threads
std::vector<std::vector<std::vector<internal_t>>> all_grad(n_batches);
if (X.size() < n_batches) {
n_batches = X.size();
}
unsigned int b_size = X.size() / n_batches;
// Compute the gradients in n_batches and store the aggregated gradients in all_grad for each batch
// After that we average the gradients in all_grad and perform the GD update.
#pragma omp parallel for
for (unsigned int b = 0; b < n_batches; ++b) {
unsigned int actual_size = b_size;
// The last thread works on all remaining data items if they are unevenly distributed.
if (b == n_batches - 1) {
actual_size = X.size() - b_size * b;
}
// Apply each tree and store the leaf index for each example in the current batch in idx.
// Compute the ensembles output and store it in output
std::vector<std::vector<unsigned int>> idx(_trees.size(), std::vector<unsigned int>(actual_size));
std::vector<std::vector<internal_t>> output(actual_size, std::vector<internal_t> (n_classes, 0));
for (unsigned int i = 0; i < _trees.size(); ++i) {
// idx[i].reserve(actual_size);
for (unsigned int j = 0; j < actual_size; ++j) {
auto const & x = X[b*b_size + j];
auto lidx = _trees[i].leaf_index(x);
// idx[i][j].push_back(lidx);
idx[i][j] = lidx;
for (unsigned int k = 0; k < n_classes; ++k) {
output[j][k] += _weights[i] * _trees[i]._leafs[lidx + k];
}
}
}
// Make sure we have enough space to access the gradients for the current batch
all_grad[b] = std::vector<std::vector<internal_t>>(_trees.size());
std::vector<internal_t> loss_deriv(n_classes);
for (unsigned int i = 0; i < _trees.size(); ++i) {
// Compute gradient for current tree
all_grad[b][i] = std::vector<internal_t>(_trees[i]._leafs.size(), 0);
for (unsigned int k = 0; k < actual_size; ++k) {
// No need to reset loss_deriv because it will be copied anyway
auto y = Y[b*b_size + k];
loss.deriv(&output[k][0], &loss_deriv[0], y, n_classes);
auto lidx = idx[i][k];
for (unsigned int j = 0; j < n_classes; ++j) {
all_grad[b][i][lidx+j] += loss_deriv[j] * _weights[i] * 1.0 / actual_size * 1.0 / n_classes;
}
// TODO use transform here?
}
}
}
// All aggregated gradients are now stored in all_grad
// Now perform the update for each tree.
#pragma omp parallel for
for (unsigned int j = 0; j < _trees.size(); ++j) {
std::vector<internal_t> t_grad(_trees[j]._leafs.size(), 0);
for (unsigned int i = 0; i < n_batches; ++i) {
for (unsigned int l = 0; l < t_grad.size(); ++l) {
t_grad[l] += all_grad[i][j][l];
}
}
std::transform(t_grad.begin(), t_grad.end(), t_grad.begin(), [n_batches](auto& c){return 1.0/n_batches*c;});
_trees[j].optimizer.step(_trees[j]._leafs, t_grad);
}
}
}
void fit_ga(std::vector<std::vector<data_t>> const &X, std::vector<unsigned int> const &Y, unsigned int n_trees, bool bootstrap, unsigned int batch_size, unsigned int n_rounds, unsigned int n_batches) {
init_trees(X, Y, n_trees, bootstrap, batch_size);
for (unsigned int i = 0; i < n_rounds; ++i) {
// auto batch = sample_data(X,Y,batch_size,bootstrap,seed++);
// TODO add sampling here?
next_ga(X,Y,n_batches);
if constexpr (opt != OPTIMIZER::OPTIMIZER_TYPE::NONE) {
// TODO also skip if ensemble_regularizer is NO
prune();
}
}
}
void update_trees(std::vector<std::vector<data_t>> const &X, std::vector<unsigned int> const &Y, unsigned int burnin_step = 1) {
std::vector<unsigned int> idx(X.size());
// TODO idx is not required here and takes some space. Can be optimized away
std::iota(std::begin(idx), std::end(idx), 0);
this->update_trees(X,Y,burnin_step,idx);
}
void update_trees(std::vector<std::vector<data_t>> const &X, std::vector<unsigned int> const &Y, unsigned int burnin_steps, std::vector<unsigned int> &data_idx) {
// The structure of the trees does not change with the optimization and hence we can
// pre-compute the leaf indices for each tree / sample and store them. This mitigates the
// somewhat "costly" iteration of the trees in each round but gives direct access to the
// leaf nodes
unsigned int n_data = data_idx.size();
std::vector<std::vector<unsigned int>> leaf_idx(_trees.size(), std::vector<unsigned int>(n_data));
#pragma omp parallel for
for (unsigned int i = 0; i < _trees.size(); ++i) {
for (unsigned int j = 0; j < n_data; ++j) {
leaf_idx[i][j] = _trees[i].leaf_index(X[data_idx[j]]);
}
}
// Store the current predictions in the output vector.
std::vector<std::vector<internal_t>> output(n_data, std::vector<internal_t> (n_classes, 0));
for (unsigned int s = 0; s < burnin_steps + 1; ++s) {
// Reset the output vector because we "add into" it in the for loop below
// Compute the predictions for each tree / sample with the pre-computed indices.
// This can be done a bit more efficient if we would update the output vector after the gradient step
// instead of recomputing the entire predictions from scratch. But this is more readable and
// maintainable
for(auto & o : output) {
std::fill(o.begin(), o.end(), static_cast<internal_t>(0));
}
#pragma omp parallel for
for (unsigned int i = 0; i < _trees.size(); ++i) {
for (unsigned int j = 0; j < n_data; ++j) {
auto lidx = leaf_idx[i][j];
for (unsigned int k = 0; k < n_classes; ++k) {
output[j][k] += _weights[i] * _trees[i]._leafs[lidx + k];
}
}
}
if constexpr(tree_opt != OPTIMIZER::OPTIMIZER_TYPE::NONE) {
#pragma omp parallel for
for (unsigned int i = 0; i < _weights.size(); ++i) {
std::vector<internal_t> loss_deriv(n_classes, 0);
std::vector<internal_t> grad(_trees[i]._leafs.size(), 0);
// Compute gradient for current tree
for (unsigned int k = 0; k < n_data; ++k) {
// No need to reset loss_deriv because it will be copied anyway
loss.deriv(&output[k][0], &loss_deriv[0], Y[data_idx[k]], n_classes);
auto lidx = leaf_idx[i][k];
for (unsigned int j = 0; j < n_classes; ++j) {
grad[lidx+j] += loss_deriv[j] * _weights[i] * 1.0 / n_data * 1.0 / n_classes;
}
}
// Update current tree
_trees[i].optimizer.step(_trees[i]._leafs, grad);
}
}
if constexpr(opt != OPTIMIZER::OPTIMIZER_TYPE::NONE) {
// Compute gradient for the weights
std::vector<internal_t> grad(_weights.size(), 0);
#pragma omp parallel for
for (unsigned int i = 0; i < _trees.size(); ++i) {
std::vector<internal_t> loss_deriv(n_classes, 0);
internal_t dir = 0;
// Compute tree regularization if necessary
if (l_tree_reg > 0) {
dir += l_tree_reg * tree_regularizer(_trees[i]);
}
// Compute gradient for tree i
for (unsigned int j = 0; j < n_data; ++j) {
loss.deriv(&output[j][0], &loss_deriv[0], Y[data_idx[j]], n_classes);
auto lidx = leaf_idx[i][j];
for (unsigned int k = 0; k < n_classes; ++k) {
dir += _trees[i]._leafs[lidx + k] * loss_deriv[k];
}
}
grad[i] = dir / (n_data * n_classes);
}
// Perform SGD step for weights and apply prox operator afterwards
optimizer.step(_weights, grad);
_weights = ensemble_regularizer(_weights, l_ensemble_reg);
if (normalize_weights && _weights.size() > 0) {
std::vector<internal_t> nonzero_w;
std::vector<unsigned int> nonzero_idx;
for (unsigned int i = 0; i < _weights.size(); ++i) {
if (_weights[i] != 0) {
nonzero_w.push_back(_weights[i]);
nonzero_idx.push_back(i);
}
}
nonzero_w = ENSEMBLE_REGULARIZER::to_prob_simplex(nonzero_w);
for (unsigned int i = 0; i < nonzero_idx.size(); ++i) {
unsigned int idx = nonzero_idx[i];
_weights[idx] = nonzero_w[i];
}
}
}
}
}
void next(std::vector<std::vector<data_t>> const &X, std::vector<unsigned int> const &Y, unsigned int burnin_steps) {
_weights.push_back(0.0);
_trees.push_back(DecisionTree<tree_init, tree_opt>(n_classes,max_depth, max_features, seed++, step_size));
_trees.back().fit(X,Y);
update_trees(X, Y, burnin_steps);
if constexpr (opt != OPTIMIZER::OPTIMIZER_TYPE::NONE) {
// TODO also skip if ensemble_regularizer is NO
prune();
}
}
std::vector<std::vector<internal_t>> predict_proba(std::vector<std::vector<data_t>> const &X) {
std::vector<std::vector<internal_t>> output;
if (_trees.size() == 0) {
output.resize(X.size());
for (unsigned int i = 0; i < X.size(); ++i) {
output[i] = std::vector<internal_t>(n_classes, 1.0/n_classes);
}
} else {
std::vector<std::vector<std::vector<internal_t>>> all_proba(_trees.size());
for (unsigned int i = 0; i < _trees.size(); ++i) {
all_proba[i] = _trees[i].predict_proba(X);
}
output = weighted_sum_first_dim(all_proba, _weights);
}
return output;
}
void load(std::vector<std::vector<internal_t>> & new_nodes, std::vector<std::vector<internal_t>> & new_leafs, std::vector<internal_t> & new_weights) {
_trees.clear();
_weights = new_weights;
for (unsigned int i = 0; i < new_weights.size(); ++i) {
_trees.push_back(DecisionTree<tree_init, tree_opt>(n_classes, max_depth, max_features, seed+i, step_size));
_trees.back().load(new_nodes[i], new_leafs[i]);
}
}
std::tuple<std::vector<std::vector<internal_t>>, std::vector<std::vector<internal_t>>, std::vector<internal_t>> store() const {
std::vector<std::vector<internal_t>> all_leafs(_trees.size());
std::vector<std::vector<internal_t>> all_nodes(_trees.size());
for (unsigned int i = 0;i < _trees.size(); ++i) {
auto tmp = _trees[i].store();
all_nodes[i] = std::get<0>(tmp);
all_leafs[i] = std::get<1>(tmp);
}
return std::make_tuple(all_nodes, all_leafs, _weights);
}
unsigned int num_nodes() const {
unsigned int n_nodes = 0;
for (auto const & t : _trees) {
n_nodes += t.num_nodes();
}
return n_nodes;
}
unsigned int num_bytes() const {
unsigned int tree_size = 0;
for (auto const & t : _trees) {
tree_size += t.num_bytes();
}
return tree_size + sizeof(*this) + optimizer.num_bytes();
}
unsigned int num_trees() const {
return _trees.size();
}
// std::vector<internal_t> & weights() {
// return _weights;
// }
// std::vector<internal_t> & trees() {
// return _trees;
// }
// std::vector<Tree*> trees() {
// std::vector<Tree*> tree_ptrs(_trees.size());
// for (unsigned int i = 0;i < _trees.size(); ++i) {
// tree_ptrs[i] = &_trees[i];
// }
// return tree_ptrs;
// }
};
#endif |
soma_clustering.h | // -----------------------------------------------------------------------------
//
// Copyright (C) The BioDynaMo Project.
// All Rights Reserved.
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
//
// See the LICENSE file distributed with this work for details.
// See the NOTICE file distributed with this work for additional information
// regarding copyright ownership.
//
// -----------------------------------------------------------------------------
#ifndef SOMA_CLUSTERING_H_
#define SOMA_CLUSTERING_H_
#include <vector>
#include "biodynamo.h"
#include "my_cell.h"
#include "soma_clustering_biology_modules.h"
#include "validation_criterion.h"
namespace bdm {
// ----------------------------------------------------------------------------
// This model examplifies the use of extracellur diffusion and shows
// how to extend the default "Cell". In step 0 one can see how an extra
// data member is added and can be accessed throughout the simulation with
// its Get and Set methods. N cells are randomly positioned in space, of which
// half are of type 1 and half of type -1.
//
// Each type secretes a different substance. Cells move towards the gradient of
// their own substance, which results in clusters being formed of cells of the
// same type.
// -----------------------------------------------------------------------------
inline int Simulate(int argc, const char** argv) {
auto set_param = [](Param* param) {
// Create an artificial bounds for the simulation space
param->bound_space_ = true;
param->min_bound_ = 0;
param->max_bound_ = 250;
param->run_mechanical_interactions_ = false;
};
Simulation simulation(argc, argv, set_param);
// Since sim_objects in this simulation won't modify neighbors, we can
// safely disable neighbor guards to improve performance.
simulation.GetExecutionContext()->DisableNeighborGuard();
// Define initial model
auto* param = simulation.GetParam();
int num_cells = 20000;
#pragma omp parallel
simulation.GetRandom()->SetSeed(4357);
// Construct num_cells/2 cells of type 1
auto construct_0 = [](const Double3& position) {
MyCell* cell = new MyCell(position);
cell->SetDiameter(10);
cell->SetCellType(1);
cell->AddBiologyModule(new SubstanceSecretion());
cell->AddBiologyModule(new Chemotaxis());
return cell;
};
ModelInitializer::CreateCellsRandom(param->min_bound_, param->max_bound_,
num_cells / 2, construct_0);
// Construct num_cells/2 cells of type -1
auto construct_1 = [](const Double3& position) {
MyCell* cell = new MyCell(position);
cell->SetDiameter(10);
cell->SetCellType(-1);
cell->AddBiologyModule(new SubstanceSecretion());
cell->AddBiologyModule(new Chemotaxis());
return cell;
};
ModelInitializer::CreateCellsRandom(param->min_bound_, param->max_bound_,
num_cells / 2, construct_1);
// Define the substances that cells may secrete
// Order: substance_name, diffusion_coefficient, decay_constant, resolution
ModelInitializer::DefineSubstance(kSubstance0, "Substance_0", 0.5, 0.1, 20);
ModelInitializer::DefineSubstance(kSubstance1, "Substance_1", 0.5, 0.1, 20);
// Run simulation for N timesteps
simulation.GetScheduler()->Simulate(1000);
double spatial_range = 5;
auto crit = GetCriterion(spatial_range, num_cells / 8);
if (crit) {
std::cout << "Simulation completed successfully!\n";
}
return !crit;
}
} // namespace bdm
#endif // SOMA_CLUSTERING_H_
|
admm.c |
/******************************************************************************
* INCLUDES
*****************************************************************************/
#include "admm.h"
#include "../util.h"
/******************************************************************************
* PRIVATE FUNCTIONS
*****************************************************************************/
/**
* @brief Compute the auxiliary matrix before the Cholesky solve. This function
* computes: mat_mttkrp + (penalty .* (mat_primal - mat_dual)).
*
* @param mat_primal The primal variable.
* @param mat_mttkrp The latest MTTKRP result.
* @param mat_dual The dual variable.
* @param penalty The penalty parameter, 'rho'. This could also be used during
* l2 (Tikhonov) regularization.
* @param[out] mat_auxil The auxiliary matrix.
* @param should_parallelize Whether we should parallelize.
*/
static void p_setup_auxiliary(
matrix_t const * const mat_primal,
matrix_t const * const mat_mttkrp,
matrix_t const * const mat_dual,
val_t const penalty,
matrix_t * const mat_auxil,
bool const should_parallelize)
{
idx_t const I = mat_primal->I;
idx_t const J = mat_primal->J;
val_t * const restrict aux = mat_auxil->vals;
val_t const * const restrict mttkrp = mat_mttkrp->vals;
val_t const * const restrict primal = mat_primal->vals;
val_t const * const restrict dual = mat_dual->vals;
#pragma omp parallel for schedule(static) if(should_parallelize)
for(idx_t x=0; x < I * J; ++x) {
aux[x] = mttkrp[x] + penalty * (primal[x] + dual[x]);
}
}
/**
* @brief Update the dual variable after updating the primal and auxiliary
* variables. The squared Frobenius norm of the new dual is returned.
* This function performs: mat_dual += mat_primal - mat_auxil.
*
* @param mat_primal The newest primal variable.
* @param mat_auxil The newest auxiliary variable.
* @param[out] mat_dual The dual variable to update.
* @param should_parallelize Whether we should parallelize.
*
* @return The norm of the new dual; || mat_dual ||_F^2.
*/
static val_t p_update_dual(
matrix_t const * const mat_primal,
matrix_t const * const mat_auxil,
matrix_t * const mat_dual,
bool const should_parallelize)
{
idx_t const I = mat_primal->I;
idx_t const J = mat_primal->J;
val_t * const restrict dual = mat_dual->vals;
val_t const * const restrict matv = mat_primal->vals;
val_t const * const restrict auxl = mat_auxil->vals;
val_t norm = 0.;
#pragma omp parallel for schedule(static) reduction(+:norm) \
if(should_parallelize)
for(idx_t x=0; x < I * J; ++x) {
dual[x] += matv[x] - auxl[x];
norm += dual[x] * dual[x];
}
return norm;
}
/**
* @brief Initialize the primal matrix with (auxil - dual).
*
* @param[out] mat_primal The primal matrix to initialize.
* @param mat_auxil The auxiliary matrix.
* @param mat_dual The dual matrix.
* @param should_parallelize Whether we should parallelize.
*/
static void p_setup_proximity(
matrix_t * const mat_primal,
matrix_t const * const mat_auxil,
matrix_t const * const mat_dual,
bool const should_parallelize)
{
val_t * const restrict primal = mat_primal->vals;
val_t const * const restrict auxil = mat_auxil->vals;
val_t const * const restrict dual = mat_dual->vals;
idx_t const N = mat_primal->I * mat_primal->J;
#pragma omp parallel for schedule(static) if(should_parallelize)
for(idx_t x=0; x < N; ++x) {
primal[x] = auxil[x] - dual[x];
}
}
/**
* @brief Calculate the primal and dual residuals before the ADMM convergence
* check.
*
* @param mat_primal The primal variable (the factor we are updating).
* @param mat_auxil The auxiliary matrix; ideally mat_auxil^T = mat_primal.
* @param mat_init The initial matrix factor (at the start of this iteration).
* @param[out] primal_norm The norm of the primal variable; norm(mat_primal)^2.
* @param[out] primal_resid The residual of the primal variable;
* norm(mat_primal - mat_auxil)^2.
* @param[out] dual_resid The dual residual; norm(mat_primal - mat_init)^2.
* @param should_parallelize Whether we should parallelize.
*/
static void p_calc_residual(
matrix_t const * const mat_primal,
matrix_t const * const mat_auxil,
matrix_t const * const mat_init,
val_t * primal_norm,
val_t * primal_resid,
val_t * dual_resid,
bool const should_parallelize)
{
val_t const * const restrict matv = mat_primal->vals;
val_t const * const restrict auxv = mat_auxil->vals;
val_t const * const restrict init = mat_init->vals;
idx_t const nrows = mat_primal->I;
idx_t const ncols = mat_primal->J;
val_t p_norm = 0;
val_t p_resid = 0;
val_t d_resid = 0;
/*
* Converge based on max row movement.
*/
#if SPLATT_ADMM_ROW_CONVERGE
#pragma omp parallel for reduction(max:p_norm, p_resid, d_resid) \
if(should_parallelize)
for(idx_t i=0; i < nrows; ++i) {
val_t row_p_norm = 0;
val_t row_p_resid = 0;
val_t row_d_resid = 0;
for(idx_t j=0; j < ncols; ++j) {
idx_t const index = j + (i*ncols);
val_t const pdiff = matv[index] - auxv[index];
val_t const ddiff = matv[index] - init[index];
row_p_norm += matv[index] * matv[index];
row_p_resid += pdiff * pdiff;
row_d_resid += ddiff * ddiff;
}
/* save the row with the largest primal residual */
if(row_p_resid > p_resid) {
p_norm = row_p_norm;
p_resid = row_p_resid;
d_resid = row_d_resid;
}
}
#else
/*
* Converge based on aggregate row movement.
*/
#pragma omp parallel for reduction(+:p_norm, p_resid, d_resid) \
if(should_parallelize)
for(idx_t i=0; i < nrows; ++i) {
for(idx_t j=0; j < ncols; ++j) {
idx_t const index = j + (i*ncols);
val_t const pdiff = matv[index] - auxv[index];
val_t const ddiff = matv[index] - init[index];
p_norm += matv[index] * matv[index];
p_resid += pdiff * pdiff;
d_resid += ddiff * ddiff;
}
}
#endif
*primal_norm = p_norm;
*primal_resid = p_resid;
*dual_resid = d_resid;
}
/**
* @brief Optimally update the primal variable using a closed-form solution.
*
* @param[out] primal The matrix to update.
* @param ws CPD workspace.
* @param con The constraint we are enforcing.
*/
static void p_constraint_closedform(
matrix_t * const primal,
cpd_ws * const ws,
splatt_cpd_constraint * con)
{
/* Modify primal/Gram matrices if necessary. */
if(con->clsd_func != NULL) {
idx_t const nrows = primal->I;
idx_t const ncols = primal->J;
con->clsd_func(primal->vals, nrows, ncols, con->data);
}
mat_cholesky(ws->gram);
/* Copy and then solve directly against MTTKRP */
size_t const bytes = primal->I * primal->J * sizeof(*primal->vals);
par_memcpy(primal->vals, ws->mttkrp_buf->vals, bytes);
mat_solve_cholesky(ws->gram, primal);
}
static idx_t p_admm_iterate_chunk(
matrix_t * primal,
matrix_t * auxil,
matrix_t * dual,
matrix_t * cholesky,
matrix_t * mttkrp_buf,
matrix_t * init_buf,
idx_t mode,
splatt_cpd_constraint * const con,
val_t const rho,
cpd_ws * const ws,
splatt_cpd_opts const * const cpd_opts,
splatt_global_opts const * const global_opts,
bool const should_parallelize)
{
idx_t const rank = primal->J;
/* for checking convergence */
val_t primal_norm = 0.;
val_t dual_norm = 0.;
val_t primal_residual = 0.;
val_t dual_residual = 0.;
/* foreach inner iteration */
idx_t it;
for(it=0; it < cpd_opts->max_inner_iterations; ++it) {
/* save starting point for convergence check */
size_t const bytes = primal->I * rank * sizeof(*primal->vals);
if(should_parallelize) {
par_memcpy(init_buf->vals, primal->vals, bytes);
} else {
memcpy(init_buf->vals, primal->vals, bytes);
}
/* auxiliary = MTTKRP + (rho .* (primal + dual)) */
p_setup_auxiliary(primal, mttkrp_buf, dual, rho, auxil,
should_parallelize);
/* Cholesky against auxiliary */
mat_solve_cholesky(ws->gram, auxil);
p_setup_proximity(primal, auxil, dual, should_parallelize);
/* APPLY CONSTRAINT / REGULARIZATION */
if(con->prox_func != NULL) {
con->prox_func(primal->vals, primal->I, rank, 0, con->data, rho,
should_parallelize);
} else {
fprintf(stderr, "SPLATT: WARNING no proximity operator specified for "
"constraint '%s'\n.", con->description);
}
/* update dual: U += (primal - auxiliary) */
dual_norm = p_update_dual(primal, auxil, dual, should_parallelize);
/* check ADMM convergence */
p_calc_residual(primal, auxil, init_buf, &primal_norm, &primal_residual,
&dual_residual, should_parallelize);
/* converged? */
if((primal_residual <= cpd_opts->inner_tolerance * primal_norm) &&
(dual_residual <= cpd_opts->inner_tolerance * dual_norm)) {
++it;
break;
}
}
return it;
}
/******************************************************************************
* PUBLIC FUNCTIONS
*****************************************************************************/
val_t admm(
idx_t mode,
matrix_t * * mats,
val_t * const restrict column_weights,
cpd_ws * const ws,
splatt_cpd_opts const * const cpd_opts,
splatt_global_opts const * const global_opts)
{
timer_start(&timers[TIMER_ADMM]);
idx_t const rank = mats[mode]->J;
splatt_cpd_constraint * con = cpd_opts->constraints[mode];
/* (A^T * A) .* (B^T * B) .* .... ) */
mat_form_gram(ws->aTa, ws->gram, ws->nmodes, mode);
if(con->gram_func != NULL) {
con->gram_func(ws->gram->vals, rank, con->data);
}
/* these can be solved optimally without ADMM iterations */
if(con->solve_type == SPLATT_CON_CLOSEDFORM) {
p_constraint_closedform(mats[mode], ws, con);
/* Absorb columns into column_weights if no constraints are applied */
if(ws->unconstrained) {
mat_normalize(mats[mode], column_weights);
}
return 0.;
}
/* Add penalty to diagonal -- value taken from AO-ADMM paper */
val_t const rho = mat_trace(ws->gram) / (val_t) rank;
mat_add_diag(ws->gram, rho);
/* Compute Cholesky factorization to use for forward/backward solves each
* ADMM iteration */
mat_cholesky(ws->gram);
/* Compute number of chunks */
idx_t num_chunks = 1;
idx_t const chunk_size = cpd_opts->chunk_sizes[mode];
if(con->hints.row_separable && chunk_size > 0) {
num_chunks = (mats[mode]->I / chunk_size);
if(mats[mode]->I % chunk_size > 0) {
++num_chunks;
}
}
idx_t it = 0;
#pragma omp parallel for schedule(dynamic) reduction(+:it) if(num_chunks > 1)
for(idx_t c=0; c < num_chunks; ++c) {
idx_t const start = c * chunk_size;
idx_t const stop = (c == num_chunks-1) ? mats[mode]->I : (c+1)*chunk_size;
idx_t const offset = start * rank;
idx_t const nrows = stop - start;
/* sub-matrix chunks */
matrix_t primal;
matrix_t auxil;
matrix_t dual;
matrix_t mttkrp;
matrix_t init_buf;
/* extract all the workspaces */
mat_fillptr(&primal, mats[mode]->vals + offset, nrows, rank,
mats[mode]->rowmajor);
mat_fillptr(&auxil, ws->auxil->vals + offset, nrows, rank,
ws->auxil->rowmajor);
mat_fillptr(&dual, ws->duals[mode]->vals + offset, nrows, rank,
ws->duals[mode]->rowmajor);
mat_fillptr(&mttkrp, ws->mttkrp_buf->vals + offset, nrows, rank,
ws->mttkrp_buf->rowmajor);
mat_fillptr(&init_buf, ws->mat_init->vals + offset, nrows, rank,
ws->mat_init->rowmajor);
/* should the ADMM kernels parallelize themselves? */
bool const should_parallelize = (num_chunks == 1);
/* Run ADMM until convergence and record total ADMM its per row. */
idx_t const chunk_iters = p_admm_iterate_chunk(&primal, &auxil, &dual,
ws->gram, &mttkrp, &init_buf, mode, con, rho, ws, cpd_opts,
global_opts, should_parallelize);
it += chunk_iters * nrows;
} /* foreach chunk */
timer_stop(&timers[TIMER_ADMM]);
/* return average # iterations */
return (val_t) it / (val_t) mats[mode]->I;
}
|
bml_copy_dense_typed.c | #include "../../macros.h"
#include "../../typed.h"
#include "../bml_allocate.h"
#include "../bml_copy.h"
#include "../bml_types.h"
#include "bml_allocate_dense.h"
#include "bml_copy_dense.h"
#include "bml_types_dense.h"
#ifdef BML_USE_MAGMA
#include "magma_v2.h"
#endif
#include <complex.h>
#include <stdlib.h>
#include <string.h>
#include <stdio.h>
/** Copy a dense matrix - result in new matrix.
*
* \ingroup copy_group
*
* \param A The matrix to be copied
* \return A copy of matrix A.
*/
bml_matrix_dense_t *TYPED_FUNC(
bml_copy_dense_new) (
bml_matrix_dense_t * A)
{
bml_matrix_dimension_t matrix_dimension = { A->N, A->N, A->N };
bml_matrix_dense_t *B =
TYPED_FUNC(bml_zero_matrix_dense) (matrix_dimension,
A->distribution_mode);
#ifdef BML_USE_MAGMA
MAGMA(copymatrix) (A->N, A->N, A->matrix, A->ld,
B->matrix, B->ld, A->queue);
#else
memcpy(B->matrix, A->matrix, sizeof(REAL_T) * A->N * A->N);
#endif
bml_copy_domain(A->domain, B->domain);
bml_copy_domain(A->domain2, B->domain2);
return B;
}
/** Copy a dense matrix.
*
* \ingroup copy_group
*
* \param A The matrix to be copied
* \param B Copy of matrix A
*/
void TYPED_FUNC(
bml_copy_dense) (
bml_matrix_dense_t * A,
bml_matrix_dense_t * B)
{
#ifdef BML_USE_MAGMA
MAGMA(copymatrix) (A->N, A->N, A->matrix, A->ld,
B->matrix, B->ld, A->queue);
#else
memcpy(B->matrix, A->matrix, sizeof(REAL_T) * A->N * A->N);
#endif
if (A->distribution_mode == B->distribution_mode)
{
bml_copy_domain(A->domain, B->domain);
bml_copy_domain(A->domain2, B->domain2);
}
}
/** Reorder a dense matrix using a permutation vector.
*
* \ingroup copy_group
*
* \param A The matrix to be reordered
* \param perm The permutation vector
*/
void TYPED_FUNC(
bml_reorder_dense) (
bml_matrix_dense_t * A,
int *perm)
{
int N = A->N;
bml_matrix_dense_t *B = TYPED_FUNC(bml_copy_dense_new) (A);
REAL_T *A_matrix = A->matrix;
REAL_T *B_matrix = B->matrix;
// Reorder rows - need to copy
#pragma omp parallel for
for (int i = 0; i < N; i++)
{
memcpy(&A_matrix[ROWMAJOR(perm[i], 0, N, N)],
&B_matrix[ROWMAJOR(i, 0, N, N)], N * sizeof(REAL_T));
}
// Reorder elements in each row - just change index
#pragma omp parallel for
for (int i = 0; i < N; i++)
{
for (int j = 0; j < N; j++)
{
A_matrix[ROWMAJOR(i, j, N, N)] =
B_matrix[ROWMAJOR(i, perm[j], N, N)];
}
}
bml_deallocate_dense(B);
}
|
bound_space_op.h | // -----------------------------------------------------------------------------
//
// Copyright (C) The BioDynaMo Project.
// All Rights Reserved.
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
//
// See the LICENSE file distributed with this work for details.
// See the NOTICE file distributed with this work for additional information
// regarding copyright ownership.
//
// -----------------------------------------------------------------------------
#ifndef BOUND_SPACE_OP_H_
#define BOUND_SPACE_OP_H_
#include "grid.h"
namespace bdm {
template <typename TSO>
void ApplyBoundingBox(TSO* sim_object, double lb, double rb) {
// Need to create a small distance from the positive edge of each dimension;
// otherwise it will fall out of the boundary of the simulation space
double eps = 1e-10;
auto pos = sim_object->GetPosition();
for (int i = 0; i < 3; i++) {
if (pos[i] < lb) {
pos[i] = lb;
} else if (pos[i] >= rb) {
pos[i] = rb - eps;
}
}
sim_object->SetPosition(pos);
}
/// Keeps the simulation objects contained within the bounds as defined in
/// param.h
class BoundSpace {
public:
BoundSpace() {}
~BoundSpace() {}
template <typename TContainer>
void operator()(TContainer* sim_objects, uint16_t type_idx) const {
// set new positions after all updates have been calculated
// otherwise some sim_objects would see neighbors with already updated
// positions
// which would lead to inconsistencies
auto& grid = Grid<>::GetInstance();
#pragma omp parallel for
for (size_t i = 0; i < sim_objects->size(); i++) {
auto&& sim_object = (*sim_objects)[i];
if (Param::bound_space_) {
ApplyBoundingBox(&sim_object, Param::min_bound_, Param::max_bound_);
grid.SetDimensionThresholds(Param::min_bound_, Param::max_bound_);
}
}
}
};
} // namespace bdm
#endif // BOUND_SPACE_OP_H_
|
crunch_parallel.h | long
crunch_parallel (int _fd, long _counter[256], int _verbose)
{
/* the value to return */
long _total_read = 0;
/* stat */
struct stat st;
bzero (&st, sizeof(st));
fstat (_fd, &st);
/* flush counter */
bzero (_counter, 256*sizeof(long));
/* allocate buffer and flush it */
char *_buf = (char *)Malloc (BF_BFSZ_PARA);
bzero (_buf, BF_BFSZ_PARA);
/* start crunching */
if (_verbose) BSDbar_init ();
int _loop;
long _readn;
while ((_readn = Read(_fd, _buf, BF_BFSZ_PARA)) > 0) {
if (_verbose) BSDbar_refresh (100*_total_read/st.st_size);
_total_read += _readn;
#pragma omp parallel for
for (_loop = 0; _loop < _readn; _loop++) {
_counter[(unsigned char)*(_buf+_loop)]++;
}
}
if (_verbose) BSDbar_clear();
/* free buffer and return */
free (_buf);
return _total_read;
}
|
tally.h | #ifndef OPENMC_TALLIES_TALLY_H
#define OPENMC_TALLIES_TALLY_H
#include "openmc/constants.h"
#include "xtensor/xtensor.hpp"
namespace openmc {
//==============================================================================
// Global variable declarations
//==============================================================================
extern "C" double total_weight;
// Threadprivate variables
extern "C" double global_tally_absorption;
extern "C" double global_tally_collision;
extern "C" double global_tally_tracklength;
extern "C" double global_tally_leakage;
#pragma omp threadprivate(global_tally_absorption, global_tally_collision, \
global_tally_tracklength, global_tally_leakage)
//==============================================================================
// Non-member functions
//==============================================================================
// Alias for the type returned by xt::adapt(...). N is the dimension of the
// multidimensional array
template <std::size_t N>
using adaptor_type = xt::xtensor_adaptor<xt::xbuffer_adaptor<double*&, xt::no_ownership>, N>;
//! Get the global tallies as a multidimensional array
//! \return Global tallies array
adaptor_type<2> global_tallies();
//! Get tally results as a multidimensional array
//! \param idx Index in tallies array
//! \return Tally results array
adaptor_type<3> tally_results(int idx);
#ifdef OPENMC_MPI
//! Collect all tally results onto master process
extern "C" void reduce_tally_results();
#endif
} // namespace openmc
#endif // OPENMC_TALLIES_TALLY_H
|
test_schedule.c | #include <math.h>
#include <omp.h>
#include <stdio.h>
#include <string.h>
int main() {
#pragma omp parallel
{
omp_sched_t schedule;
int chunk_size;
#pragma omp parallel for
for (int i = 0; i < 1; i++) {
if (omp_get_thread_num() == 0)
omp_get_schedule(&schedule, &chunk_size);
}
if (omp_get_thread_num() == 0) {
printf("Number of threads = %d / %d\n", omp_get_num_threads(),
omp_get_num_procs());
char scheduleStr[15];
switch (schedule) {
case omp_sched_static:
strcpy(scheduleStr, "static");
break;
case omp_sched_dynamic:
strcpy(scheduleStr, "dynamic");
break;
case omp_sched_guided:
strcpy(scheduleStr, "guided");
break;
case omp_sched_auto:
strcpy(scheduleStr, "auto");
break;
default:
strcpy(scheduleStr, "monotonic");
break;
}
printf("Default schedule: %s, %d\n", scheduleStr, chunk_size);
}
}
printf("----------------------------------\n");
return 0;
}
|
fig4.22-single.c | /*
DO NOT ALTER OR REMOVE COPYRIGHT NOTICES OR THIS HEADER.
Copyright 2009 Sun Microsystems, Inc. All rights reserved.
The contents of this file are subject to the terms of the BSD License("BSD")(the "License").
You can obtain a copy of the License at: http://www.opensparc.net/pubs/t1/licenses/BSD+_License.txt
The BSD License
Redistribution and use in source and binary forms, with or without
modification, are permitted provided that the following conditions are met:
* Redistribution of source code must retain the above copyright
notice, this list of conditions and the following disclaimer.
* Redistribution 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.
* Neither the name of Sun Microsystems, Inc. or the names of
contributors may be used to endorse or promote products derived
from this software without specific prior written permission.
This software is provided "AS IS," without a warranty of any kind. ALL
EXPRESS OR IMPLIED CONDITIONS, REPRESENTATIONS AND WARRANTIES, INCLUDING ANY
IMPLIED WARRANTY OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE OR
NON-INFRINGEMENT, ARE HEREBY EXCLUDED. SUN MICROSYSTEMS, INC. ("SUN") AND
ITS LICENSORS SHALL NOT BE LIABLE FOR ANY DAMAGES SUFFERED BY LICENSEE AS A
RESULT OF USING, MODIFYING OR DISTRIBUTING THIS SOFTWARE OR ITS DERIVATIVES.
IN NO EVENT WILL SUN OR ITS LICENSORS BE LIABLE FOR ANY LOST REVENUE, PROFIT
OR DATA, OR FOR DIRECT, INDIRECT, SPECIAL, CONSEQUENTIAL, INCIDENTAL OR
PUNITIVE DAMAGES, HOWEVER CAUSED AND REGARDLESS OF THE THEORY OF LIABILITY,
ARISING OUT OF THE USE OF OR INABILITY TO USE THIS SOFTWARE, EVEN IF SUN HAS
BEEN ADVISED OF THE POSSIBILITY OF SUCH DAMAGES.
You acknowledge that this software is not designed, licensed or intended for
use in the design, construction, operation or maintenance of any nuclear facility.
*/
#include <stdio.h>
#include <stdlib.h>
#ifdef _OPENMP
#include <omp.h>
#define TRUE 1
#define FALSE 0
#else
#define omp_get_thread_num() 0
#endif
int main()
{
int n = 9;
int i, a, b[n];
#ifdef _OPENMP
(void) omp_set_dynamic(FALSE);
if (omp_get_dynamic()) {printf("Warning: dynamic adjustment of threads has been set\n");}
(void) omp_set_num_threads(4);
#endif
for (i=0; i<n; i++)
b[i] = -1;
#pragma omp parallel shared(a,b) private(i)
{
#pragma omp single
{
a = 10;
printf("Single construct executed by thread %d\n",
omp_get_thread_num());
}
#pragma omp for
for (i=0; i<n; i++)
b[i] = a;
} /*-- End of parallel region --*/
printf("After the parallel region:\n");
for (i=0; i<n; i++)
printf("b[%d] = %d\n",i,b[i]);
return(0);
}
|
par_mod_lr_interp.c | /******************************************************************************
* Copyright 1998-2019 Lawrence Livermore National Security, LLC and other
* HYPRE Project Developers. See the top-level COPYRIGHT file for details.
*
* SPDX-License-Identifier: (Apache-2.0 OR MIT)
******************************************************************************/
#include "_hypre_parcsr_ls.h"
#include "aux_interp.h"
/*---------------------------------------------------------------------------
* hypre_BoomerAMGBuildModExtInterp
* Comment:
*--------------------------------------------------------------------------*/
HYPRE_Int
hypre_BoomerAMGBuildModExtInterpHost(hypre_ParCSRMatrix *A,
HYPRE_Int *CF_marker,
hypre_ParCSRMatrix *S,
HYPRE_BigInt *num_cpts_global,
HYPRE_Int num_functions,
HYPRE_Int *dof_func,
HYPRE_Int debug_flag,
HYPRE_Real trunc_factor,
HYPRE_Int max_elmts,
hypre_ParCSRMatrix **P_ptr)
{
/* Communication Variables */
MPI_Comm comm = hypre_ParCSRMatrixComm(A);
HYPRE_MemoryLocation memory_location_P = hypre_ParCSRMatrixMemoryLocation(A);
hypre_ParCSRCommPkg *comm_pkg = hypre_ParCSRMatrixCommPkg(A);
hypre_ParCSRCommHandle *comm_handle = NULL;
HYPRE_Int my_id, num_procs;
/* Variables to store input variables */
hypre_CSRMatrix *A_diag = hypre_ParCSRMatrixDiag(A);
HYPRE_Real *A_diag_data = hypre_CSRMatrixData(A_diag);
HYPRE_Int *A_diag_j = hypre_CSRMatrixJ(A_diag);
HYPRE_Int *A_diag_i = hypre_CSRMatrixI(A_diag);
hypre_CSRMatrix *A_offd = hypre_ParCSRMatrixOffd(A);
HYPRE_Real *A_offd_data = hypre_CSRMatrixData(A_offd);
HYPRE_Int *A_offd_j = hypre_CSRMatrixJ(A_offd);
HYPRE_Int *A_offd_i = hypre_CSRMatrixI(A_offd);
hypre_CSRMatrix *S_diag = hypre_ParCSRMatrixDiag(S);
HYPRE_Int *S_diag_j = hypre_CSRMatrixJ(S_diag);
HYPRE_Int *S_diag_i = hypre_CSRMatrixI(S_diag);
hypre_CSRMatrix *S_offd = hypre_ParCSRMatrixOffd(S);
HYPRE_Int *S_offd_j = hypre_CSRMatrixJ(S_offd);
HYPRE_Int *S_offd_i = hypre_CSRMatrixI(S_offd);
HYPRE_Int n_fine = hypre_CSRMatrixNumRows(A_diag);
HYPRE_BigInt total_global_cpts;
/* Interpolation matrix P */
hypre_ParCSRMatrix *P;
hypre_CSRMatrix *P_diag;
hypre_CSRMatrix *P_offd;
HYPRE_Real *P_diag_data = NULL;
HYPRE_Int *P_diag_i, *P_diag_j = NULL;
HYPRE_Real *P_offd_data = NULL;
HYPRE_Int *P_offd_i, *P_offd_j = NULL;
/* Intermediate matrices */
hypre_ParCSRMatrix *As_FF, *As_FC, *W;
HYPRE_Real *D_q, *D_w;
hypre_CSRMatrix *As_FF_diag;
hypre_CSRMatrix *As_FF_offd;
hypre_CSRMatrix *As_FC_diag;
hypre_CSRMatrix *As_FC_offd;
hypre_CSRMatrix *W_diag;
hypre_CSRMatrix *W_offd;
HYPRE_Int *As_FF_diag_i;
HYPRE_Int *As_FF_offd_i;
HYPRE_Int *As_FC_diag_i;
HYPRE_Int *As_FC_offd_i;
HYPRE_Int *W_diag_i;
HYPRE_Int *W_offd_i;
HYPRE_Int *W_diag_j;
HYPRE_Int *W_offd_j;
HYPRE_Real *As_FF_diag_data;
HYPRE_Real *As_FF_offd_data;
HYPRE_Real *As_FC_diag_data;
HYPRE_Real *As_FC_offd_data;
HYPRE_Real *W_diag_data;
HYPRE_Real *W_offd_data;
HYPRE_BigInt *col_map_offd_P = NULL;
HYPRE_BigInt *new_col_map_offd = NULL;
HYPRE_Int P_diag_size;
HYPRE_Int P_offd_size;
HYPRE_Int new_ncols_P_offd;
HYPRE_Int num_cols_P_offd;
HYPRE_Int *P_marker = NULL;
HYPRE_Int *dof_func_offd = NULL;
/* Loop variables */
HYPRE_Int index;
HYPRE_Int i, j;
HYPRE_Int *cpt_array;
HYPRE_Int *start_array;
HYPRE_Int *startf_array;
HYPRE_Int start, stop, startf, stopf;
HYPRE_Int cnt_diag, cnt_offd, row, c_pt;
/* Definitions */
//HYPRE_Real wall_time;
HYPRE_Int n_Cpts, n_Fpts;
HYPRE_Int num_threads = hypre_NumThreads();
//if (debug_flag==4) wall_time = time_getWallclockSeconds();
/* BEGIN */
hypre_MPI_Comm_size(comm, &num_procs);
hypre_MPI_Comm_rank(comm, &my_id);
if (my_id == (num_procs - 1)) { total_global_cpts = num_cpts_global[1]; }
hypre_MPI_Bcast(&total_global_cpts, 1, HYPRE_MPI_BIG_INT, num_procs - 1, comm);
n_Cpts = num_cpts_global[1] - num_cpts_global[0];
hypre_ParCSRMatrixGenerateFFFC(A, CF_marker, num_cpts_global, S, &As_FC, &As_FF);
As_FC_diag = hypre_ParCSRMatrixDiag(As_FC);
As_FC_diag_i = hypre_CSRMatrixI(As_FC_diag);
As_FC_diag_data = hypre_CSRMatrixData(As_FC_diag);
As_FC_offd = hypre_ParCSRMatrixOffd(As_FC);
As_FC_offd_i = hypre_CSRMatrixI(As_FC_offd);
As_FC_offd_data = hypre_CSRMatrixData(As_FC_offd);
As_FF_diag = hypre_ParCSRMatrixDiag(As_FF);
As_FF_diag_i = hypre_CSRMatrixI(As_FF_diag);
As_FF_diag_data = hypre_CSRMatrixData(As_FF_diag);
As_FF_offd = hypre_ParCSRMatrixOffd(As_FF);
As_FF_offd_i = hypre_CSRMatrixI(As_FF_offd);
As_FF_offd_data = hypre_CSRMatrixData(As_FF_offd);
n_Fpts = hypre_CSRMatrixNumRows(As_FF_diag);
D_q = hypre_CTAlloc(HYPRE_Real, n_Fpts, HYPRE_MEMORY_HOST);
D_w = hypre_CTAlloc(HYPRE_Real, n_Fpts, HYPRE_MEMORY_HOST);
cpt_array = hypre_CTAlloc(HYPRE_Int, num_threads, HYPRE_MEMORY_HOST);
start_array = hypre_CTAlloc(HYPRE_Int, num_threads + 1, HYPRE_MEMORY_HOST);
startf_array = hypre_CTAlloc(HYPRE_Int, num_threads + 1, HYPRE_MEMORY_HOST);
#ifdef HYPRE_USING_OPENMP
#pragma omp parallel private(i,j,start,stop,startf,stopf,row)
#endif
{
HYPRE_Int my_thread_num = hypre_GetThreadNum();
HYPRE_Real beta, gamma;
start = (n_fine / num_threads) * my_thread_num;
if (my_thread_num == num_threads - 1)
{
stop = n_fine;
}
else
{
stop = (n_fine / num_threads) * (my_thread_num + 1);
}
start_array[my_thread_num + 1] = stop;
for (i = start; i < stop; i++)
{
if (CF_marker[i] > 0)
{
cpt_array[my_thread_num]++;
}
}
#ifdef HYPRE_USING_OPENMP
#pragma omp barrier
#endif
if (my_thread_num == 0)
{
for (i = 1; i < num_threads; i++)
{
cpt_array[i] += cpt_array[i - 1];
}
if (num_functions > 1)
{
HYPRE_Int *int_buf_data = NULL;
HYPRE_Int num_sends, startc;
HYPRE_Int num_cols_A_offd = hypre_CSRMatrixNumCols(A_offd);
dof_func_offd = hypre_CTAlloc(HYPRE_Int, num_cols_A_offd, HYPRE_MEMORY_HOST);
index = 0;
num_sends = hypre_ParCSRCommPkgNumSends(comm_pkg);
int_buf_data = hypre_CTAlloc(HYPRE_Int, hypre_ParCSRCommPkgSendMapStart(comm_pkg, num_sends),
HYPRE_MEMORY_HOST);
for (i = 0; i < num_sends; i++)
{
startc = hypre_ParCSRCommPkgSendMapStart(comm_pkg, i);
for (j = startc; j < hypre_ParCSRCommPkgSendMapStart(comm_pkg, i + 1); j++)
{
int_buf_data[index++] = dof_func[hypre_ParCSRCommPkgSendMapElmt(comm_pkg, j)];
}
}
comm_handle = hypre_ParCSRCommHandleCreate( 11, comm_pkg, int_buf_data, dof_func_offd);
hypre_ParCSRCommHandleDestroy(comm_handle);
hypre_TFree(int_buf_data, HYPRE_MEMORY_HOST);
}
}
#ifdef HYPRE_USING_OPENMP
#pragma omp barrier
#endif
if (my_thread_num > 0)
{
startf = start - cpt_array[my_thread_num - 1];
}
else
{
startf = 0;
}
if (my_thread_num < num_threads - 1)
{
stopf = stop - cpt_array[my_thread_num];
}
else
{
stopf = n_Fpts;
}
startf_array[my_thread_num + 1] = stopf;
/* Create D_q = D_beta */
for (i = startf; i < stopf; i++)
{
for (j = As_FC_diag_i[i]; j < As_FC_diag_i[i + 1]; j++)
{
D_q[i] += As_FC_diag_data[j];
}
for (j = As_FC_offd_i[i]; j < As_FC_offd_i[i + 1]; j++)
{
D_q[i] += As_FC_offd_data[j];
}
}
/* Create D_w = D_alpha + D_gamma */
row = startf;
for (i = start; i < stop; i++)
{
if (CF_marker[i] < 0)
{
if (num_functions > 1)
{
HYPRE_Int jA, jS, jC;
jC = A_diag_i[i];
for (j = S_diag_i[i]; j < S_diag_i[i + 1]; j++)
{
jS = S_diag_j[j];
jA = A_diag_j[jC];
while (jA != jS)
{
if (dof_func[i] == dof_func[jA])
{
D_w[row] += A_diag_data[jC++];
}
else
{
jC++;
}
jA = A_diag_j[jC];
}
jC++;
}
for (j = jC; j < A_diag_i[i + 1]; j++)
{
if (dof_func[i] == dof_func[A_diag_j[j]])
{
D_w[row] += A_diag_data[j];
}
}
jC = A_offd_i[i];
for (j = S_offd_i[i]; j < S_offd_i[i + 1]; j++)
{
jS = S_offd_j[j];
jA = A_offd_j[jC];
while (jA != jS)
{
if (dof_func[i] == dof_func_offd[jA])
{
D_w[row] += A_offd_data[jC++];
}
else
{
jC++;
}
jA = A_offd_j[jC];
}
jC++;
}
for (j = jC; j < A_offd_i[i + 1]; j++)
{
if (dof_func[i] == dof_func_offd[A_offd_j[j]])
{
D_w[row] += A_offd_data[j];
}
}
row++;
}
else
{
for (j = A_diag_i[i]; j < A_diag_i[i + 1]; j++)
{
D_w[row] += A_diag_data[j];
}
for (j = A_offd_i[i]; j < A_offd_i[i + 1]; j++)
{
D_w[row] += A_offd_data[j];
}
for (j = As_FF_diag_i[row] + 1; j < As_FF_diag_i[row + 1]; j++)
{
D_w[row] -= As_FF_diag_data[j];
}
for (j = As_FF_offd_i[row]; j < As_FF_offd_i[row + 1]; j++)
{
D_w[row] -= As_FF_offd_data[j];
}
D_w[row] -= D_q[row];
row++;
}
}
}
for (i = startf; i < stopf; i++)
{
j = As_FF_diag_i[i];
if (D_w[i]) { beta = 1.0 / D_w[i]; }
else { beta = 1.0; }
As_FF_diag_data[j] = beta * D_q[i];
if (D_q[i]) { gamma = -1.0 / D_q[i]; }
else { gamma = 1.0; }
for (j = As_FF_diag_i[i] + 1; j < As_FF_diag_i[i + 1]; j++)
{
As_FF_diag_data[j] *= beta;
}
for (j = As_FF_offd_i[i]; j < As_FF_offd_i[i + 1]; j++)
{
As_FF_offd_data[j] *= beta;
}
for (j = As_FC_diag_i[i]; j < As_FC_diag_i[i + 1]; j++)
{
As_FC_diag_data[j] *= gamma;
}
for (j = As_FC_offd_i[i]; j < As_FC_offd_i[i + 1]; j++)
{
As_FC_offd_data[j] *= gamma;
}
}
} /* end parallel region */
W = hypre_ParMatmul(As_FF, As_FC);
W_diag = hypre_ParCSRMatrixDiag(W);
W_offd = hypre_ParCSRMatrixOffd(W);
W_diag_i = hypre_CSRMatrixI(W_diag);
W_diag_j = hypre_CSRMatrixJ(W_diag);
W_diag_data = hypre_CSRMatrixData(W_diag);
W_offd_i = hypre_CSRMatrixI(W_offd);
W_offd_j = hypre_CSRMatrixJ(W_offd);
W_offd_data = hypre_CSRMatrixData(W_offd);
num_cols_P_offd = hypre_CSRMatrixNumCols(W_offd);
/*-----------------------------------------------------------------------
* Intialize data for P
*-----------------------------------------------------------------------*/
P_diag_i = hypre_CTAlloc(HYPRE_Int, n_fine + 1, memory_location_P);
P_offd_i = hypre_CTAlloc(HYPRE_Int, n_fine + 1, memory_location_P);
P_diag_size = n_Cpts + hypre_CSRMatrixI(W_diag)[n_Fpts];
P_offd_size = hypre_CSRMatrixI(W_offd)[n_Fpts];
if (P_diag_size)
{
P_diag_j = hypre_CTAlloc(HYPRE_Int, P_diag_size, memory_location_P);
P_diag_data = hypre_CTAlloc(HYPRE_Real, P_diag_size, memory_location_P);
}
if (P_offd_size)
{
P_offd_j = hypre_CTAlloc(HYPRE_Int, P_offd_size, memory_location_P);
P_offd_data = hypre_CTAlloc(HYPRE_Real, P_offd_size, memory_location_P);
}
#ifdef HYPRE_USING_OPENMP
#pragma omp parallel private(i,j,start,stop,startf,stopf,c_pt,row,cnt_diag,cnt_offd)
#endif
{
HYPRE_Int my_thread_num = hypre_GetThreadNum();
startf = startf_array[my_thread_num];
stopf = startf_array[my_thread_num + 1];
start = start_array[my_thread_num];
stop = start_array[my_thread_num + 1];
if (my_thread_num > 0)
{
c_pt = cpt_array[my_thread_num - 1];
}
else
{
c_pt = 0;
}
cnt_diag = W_diag_i[startf] + c_pt;
cnt_offd = W_offd_i[startf];
row = startf;
for (i = start; i < stop; i++)
{
if (CF_marker[i] > 0)
{
P_diag_j[cnt_diag] = c_pt++;
P_diag_data[cnt_diag++] = 1.0;
}
else
{
for (j = W_diag_i[row]; j < W_diag_i[row + 1]; j++)
{
P_diag_j[cnt_diag] = W_diag_j[j];
P_diag_data[cnt_diag++] = W_diag_data[j];
}
for (j = W_offd_i[row]; j < W_offd_i[row + 1]; j++)
{
P_offd_j[cnt_offd] = W_offd_j[j];
P_offd_data[cnt_offd++] = W_offd_data[j];
}
row++;
}
P_diag_i[i + 1] = cnt_diag;
P_offd_i[i + 1] = cnt_offd;
}
} /* end parallel region */
/*-----------------------------------------------------------------------
* Create matrix
*-----------------------------------------------------------------------*/
P = hypre_ParCSRMatrixCreate(comm,
hypre_ParCSRMatrixGlobalNumRows(A),
total_global_cpts,
hypre_ParCSRMatrixColStarts(A),
num_cpts_global,
num_cols_P_offd,
P_diag_i[n_fine],
P_offd_i[n_fine]);
P_diag = hypre_ParCSRMatrixDiag(P);
hypre_CSRMatrixData(P_diag) = P_diag_data;
hypre_CSRMatrixI(P_diag) = P_diag_i;
hypre_CSRMatrixJ(P_diag) = P_diag_j;
P_offd = hypre_ParCSRMatrixOffd(P);
hypre_CSRMatrixData(P_offd) = P_offd_data;
hypre_CSRMatrixI(P_offd) = P_offd_i;
hypre_CSRMatrixJ(P_offd) = P_offd_j;
hypre_ParCSRMatrixColMapOffd(P) = hypre_ParCSRMatrixColMapOffd(W);
hypre_ParCSRMatrixColMapOffd(W) = NULL;
hypre_CSRMatrixMemoryLocation(P_diag) = memory_location_P;
hypre_CSRMatrixMemoryLocation(P_offd) = memory_location_P;
/* Compress P, removing coefficients smaller than trunc_factor * Max */
if (trunc_factor != 0.0 || max_elmts > 0)
{
HYPRE_Int *map;
hypre_BoomerAMGInterpTruncation(P, trunc_factor, max_elmts);
P_diag_data = hypre_CSRMatrixData(P_diag);
P_diag_i = hypre_CSRMatrixI(P_diag);
P_diag_j = hypre_CSRMatrixJ(P_diag);
P_offd_data = hypre_CSRMatrixData(P_offd);
P_offd_i = hypre_CSRMatrixI(P_offd);
P_offd_j = hypre_CSRMatrixJ(P_offd);
P_diag_size = P_diag_i[n_fine];
P_offd_size = P_offd_i[n_fine];
col_map_offd_P = hypre_ParCSRMatrixColMapOffd(P);
if (num_cols_P_offd)
{
P_marker = hypre_CTAlloc(HYPRE_Int, num_cols_P_offd, HYPRE_MEMORY_HOST);
for (i = 0; i < P_offd_size; i++)
{
P_marker[P_offd_j[i]] = 1;
}
new_ncols_P_offd = 0;
for (i = 0; i < num_cols_P_offd; i++)
{
if (P_marker[i]) { new_ncols_P_offd++; }
}
new_col_map_offd = hypre_CTAlloc(HYPRE_BigInt, new_ncols_P_offd, HYPRE_MEMORY_HOST);
map = hypre_CTAlloc(HYPRE_Int, new_ncols_P_offd, HYPRE_MEMORY_HOST);
index = 0;
for (i = 0; i < num_cols_P_offd; i++)
if (P_marker[i])
{
new_col_map_offd[index] = col_map_offd_P[i];
map[index++] = i;
}
hypre_TFree(P_marker, HYPRE_MEMORY_HOST);
#ifdef HYPRE_USING_OPENMP
#pragma omp parallel for private(i) HYPRE_SMP_SCHEDULE
#endif
for (i = 0; i < P_offd_size; i++)
{
P_offd_j[i] = hypre_BinarySearch(map, P_offd_j[i],
new_ncols_P_offd);
}
hypre_TFree(col_map_offd_P, HYPRE_MEMORY_HOST);
hypre_ParCSRMatrixColMapOffd(P) = new_col_map_offd;
hypre_CSRMatrixNumCols(P_offd) = new_ncols_P_offd;
hypre_TFree(map, HYPRE_MEMORY_HOST);
}
}
hypre_MatvecCommPkgCreate(P);
*P_ptr = P;
/* Deallocate memory */
hypre_TFree(D_q, HYPRE_MEMORY_HOST);
hypre_TFree(D_w, HYPRE_MEMORY_HOST);
hypre_TFree(cpt_array, HYPRE_MEMORY_HOST);
hypre_TFree(start_array, HYPRE_MEMORY_HOST);
hypre_TFree(startf_array, HYPRE_MEMORY_HOST);
hypre_TFree(dof_func_offd, HYPRE_MEMORY_HOST);
hypre_ParCSRMatrixDestroy(As_FF);
hypre_ParCSRMatrixDestroy(As_FC);
hypre_ParCSRMatrixDestroy(W);
return hypre_error_flag;
}
/*-----------------------------------------------------------------------*
* Modularized Extended Interpolation
*-----------------------------------------------------------------------*/
HYPRE_Int
hypre_BoomerAMGBuildModExtInterp(hypre_ParCSRMatrix *A,
HYPRE_Int *CF_marker,
hypre_ParCSRMatrix *S,
HYPRE_BigInt *num_cpts_global,
HYPRE_Int num_functions,
HYPRE_Int *dof_func,
HYPRE_Int debug_flag,
HYPRE_Real trunc_factor,
HYPRE_Int max_elmts,
hypre_ParCSRMatrix **P_ptr)
{
#if defined(HYPRE_USING_CUDA) || defined(HYPRE_USING_HIP)
hypre_GpuProfilingPushRange("ModExtInterp");
#endif
HYPRE_Int ierr = 0;
#if defined(HYPRE_USING_CUDA) || defined(HYPRE_USING_HIP)
HYPRE_ExecutionPolicy exec = hypre_GetExecPolicy1( hypre_ParCSRMatrixMemoryLocation(A) );
if (exec == HYPRE_EXEC_DEVICE)
{
ierr = hypre_BoomerAMGBuildExtInterpDevice(A, CF_marker, S, num_cpts_global, 1, NULL,
debug_flag, trunc_factor, max_elmts, P_ptr);
}
else
#endif
{
ierr = hypre_BoomerAMGBuildModExtInterpHost(A, CF_marker, S, num_cpts_global, num_functions,
dof_func,
debug_flag, trunc_factor, max_elmts, P_ptr);
}
#if defined(HYPRE_USING_CUDA) || defined(HYPRE_USING_HIP)
hypre_GpuProfilingPopRange();
#endif
return ierr;
}
/*---------------------------------------------------------------------------
* hypre_BoomerAMGBuildModExtPIInterp
* Comment:
*--------------------------------------------------------------------------*/
HYPRE_Int
hypre_BoomerAMGBuildModExtPIInterpHost(hypre_ParCSRMatrix *A,
HYPRE_Int *CF_marker,
hypre_ParCSRMatrix *S,
HYPRE_BigInt *num_cpts_global,
HYPRE_Int debug_flag,
HYPRE_Int num_functions,
HYPRE_Int *dof_func,
HYPRE_Real trunc_factor,
HYPRE_Int max_elmts,
hypre_ParCSRMatrix **P_ptr)
{
/* Communication Variables */
MPI_Comm comm = hypre_ParCSRMatrixComm(A);
hypre_ParCSRCommPkg *comm_pkg = hypre_ParCSRMatrixCommPkg(A);
hypre_ParCSRCommHandle *comm_handle = NULL;
HYPRE_MemoryLocation memory_location_P = hypre_ParCSRMatrixMemoryLocation(A);
HYPRE_Int my_id, num_procs;
/* Variables to store input variables */
hypre_CSRMatrix *A_diag = hypre_ParCSRMatrixDiag(A);
HYPRE_Real *A_diag_data = hypre_CSRMatrixData(A_diag);
HYPRE_Int *A_diag_i = hypre_CSRMatrixI(A_diag);
HYPRE_Int *A_diag_j = hypre_CSRMatrixJ(A_diag);
hypre_CSRMatrix *A_offd = hypre_ParCSRMatrixOffd(A);
HYPRE_Real *A_offd_data = hypre_CSRMatrixData(A_offd);
HYPRE_Int *A_offd_i = hypre_CSRMatrixI(A_offd);
HYPRE_Int *A_offd_j = hypre_CSRMatrixJ(A_offd);
hypre_CSRMatrix *S_diag = hypre_ParCSRMatrixDiag(S);
HYPRE_Int *S_diag_j = hypre_CSRMatrixJ(S_diag);
HYPRE_Int *S_diag_i = hypre_CSRMatrixI(S_diag);
hypre_CSRMatrix *S_offd = hypre_ParCSRMatrixOffd(S);
HYPRE_Int *S_offd_j = hypre_CSRMatrixJ(S_offd);
HYPRE_Int *S_offd_i = hypre_CSRMatrixI(S_offd);
HYPRE_Int n_fine = hypre_CSRMatrixNumRows(A_diag);
HYPRE_BigInt total_global_cpts;
hypre_CSRMatrix *As_FF_ext = NULL;
HYPRE_Real *As_FF_ext_data = NULL;
HYPRE_Int *As_FF_ext_i = NULL;
HYPRE_BigInt *As_FF_ext_j = NULL;
/* Interpolation matrix P */
hypre_ParCSRMatrix *P;
hypre_CSRMatrix *P_diag;
hypre_CSRMatrix *P_offd;
HYPRE_Real *P_diag_data = NULL;
HYPRE_Int *P_diag_i, *P_diag_j = NULL;
HYPRE_Real *P_offd_data = NULL;
HYPRE_Int *P_offd_i, *P_offd_j = NULL;
/* Intermediate matrices */
hypre_ParCSRMatrix *As_FF, *As_FC, *W;
HYPRE_Real *D_q, *D_w, *D_theta, *D_q_offd = NULL;
hypre_CSRMatrix *As_FF_diag;
hypre_CSRMatrix *As_FF_offd;
hypre_CSRMatrix *As_FC_diag;
hypre_CSRMatrix *As_FC_offd;
hypre_CSRMatrix *W_diag;
hypre_CSRMatrix *W_offd;
HYPRE_Int *As_FF_diag_i;
HYPRE_Int *As_FF_diag_j;
HYPRE_Int *As_FF_offd_i;
HYPRE_Int *As_FF_offd_j = NULL;
HYPRE_Int *As_FC_diag_i;
HYPRE_Int *As_FC_offd_i;
HYPRE_Int *W_diag_i;
HYPRE_Int *W_offd_i;
HYPRE_Int *W_diag_j;
HYPRE_Int *W_offd_j = NULL;
HYPRE_Real *As_FF_diag_data;
HYPRE_Real *As_FF_offd_data = NULL;
HYPRE_Real *As_FC_diag_data;
HYPRE_Real *As_FC_offd_data = NULL;
HYPRE_Real *W_diag_data;
HYPRE_Real *W_offd_data = NULL;
HYPRE_Real *buf_data = NULL;
HYPRE_Real *tmp_FF_diag_data = NULL;
HYPRE_BigInt *col_map_offd_P = NULL;
HYPRE_BigInt *new_col_map_offd = NULL;
HYPRE_BigInt first_index;
HYPRE_Int P_diag_size;
HYPRE_Int P_offd_size;
HYPRE_Int new_ncols_P_offd;
HYPRE_Int num_cols_P_offd;
HYPRE_Int *P_marker = NULL;
HYPRE_Int *dof_func_offd = NULL;
/* Loop variables */
HYPRE_Int index, startc, num_sends;
HYPRE_Int i, j, jj, k, kk;
HYPRE_Int *cpt_array;
HYPRE_Int *start_array;
HYPRE_Int *startf_array;
HYPRE_Int start, stop, startf, stopf;
HYPRE_Int cnt_diag, cnt_offd, row, c_pt;
HYPRE_Int num_cols_A_FF_offd;
HYPRE_Real value, value1, theta;
/* Definitions */
//HYPRE_Real wall_time;
HYPRE_Int n_Cpts, n_Fpts;
HYPRE_Int num_threads = hypre_NumThreads();
//if (debug_flag==4) wall_time = time_getWallclockSeconds();
/* BEGIN */
hypre_MPI_Comm_size(comm, &num_procs);
hypre_MPI_Comm_rank(comm, &my_id);
if (my_id == (num_procs - 1)) { total_global_cpts = num_cpts_global[1]; }
hypre_MPI_Bcast(&total_global_cpts, 1, HYPRE_MPI_BIG_INT, num_procs - 1, comm);
n_Cpts = num_cpts_global[1] - num_cpts_global[0];
hypre_ParCSRMatrixGenerateFFFC(A, CF_marker, num_cpts_global, S, &As_FC, &As_FF);
if (num_procs > 1)
{
As_FF_ext = hypre_ParCSRMatrixExtractBExt(As_FF, As_FF, 1);
As_FF_ext_i = hypre_CSRMatrixI(As_FF_ext);
As_FF_ext_j = hypre_CSRMatrixBigJ(As_FF_ext);
As_FF_ext_data = hypre_CSRMatrixData(As_FF_ext);
}
As_FC_diag = hypre_ParCSRMatrixDiag(As_FC);
As_FC_diag_i = hypre_CSRMatrixI(As_FC_diag);
As_FC_diag_data = hypre_CSRMatrixData(As_FC_diag);
As_FC_offd = hypre_ParCSRMatrixOffd(As_FC);
As_FC_offd_i = hypre_CSRMatrixI(As_FC_offd);
As_FC_offd_data = hypre_CSRMatrixData(As_FC_offd);
As_FF_diag = hypre_ParCSRMatrixDiag(As_FF);
As_FF_diag_i = hypre_CSRMatrixI(As_FF_diag);
As_FF_diag_j = hypre_CSRMatrixJ(As_FF_diag);
As_FF_diag_data = hypre_CSRMatrixData(As_FF_diag);
As_FF_offd = hypre_ParCSRMatrixOffd(As_FF);
As_FF_offd_i = hypre_CSRMatrixI(As_FF_offd);
As_FF_offd_j = hypre_CSRMatrixJ(As_FF_offd);
As_FF_offd_data = hypre_CSRMatrixData(As_FF_offd);
n_Fpts = hypre_CSRMatrixNumRows(As_FF_diag);
num_cols_A_FF_offd = hypre_CSRMatrixNumCols(As_FF_offd);
first_index = hypre_ParCSRMatrixRowStarts(As_FF)[0];
tmp_FF_diag_data = hypre_CTAlloc(HYPRE_Real, As_FF_diag_i[n_Fpts], HYPRE_MEMORY_HOST);
D_q = hypre_CTAlloc(HYPRE_Real, n_Fpts, HYPRE_MEMORY_HOST);
D_theta = hypre_CTAlloc(HYPRE_Real, n_Fpts, HYPRE_MEMORY_HOST);
D_w = hypre_CTAlloc(HYPRE_Real, n_Fpts, HYPRE_MEMORY_HOST);
cpt_array = hypre_CTAlloc(HYPRE_Int, num_threads, HYPRE_MEMORY_HOST);
start_array = hypre_CTAlloc(HYPRE_Int, num_threads + 1, HYPRE_MEMORY_HOST);
startf_array = hypre_CTAlloc(HYPRE_Int, num_threads + 1, HYPRE_MEMORY_HOST);
#ifdef HYPRE_USING_OPENMP
#pragma omp parallel private(i,j,jj,k,kk,start,stop,startf,stopf,row,theta,value,value1)
#endif
{
HYPRE_Int my_thread_num = hypre_GetThreadNum();
start = (n_fine / num_threads) * my_thread_num;
if (my_thread_num == num_threads - 1)
{
stop = n_fine;
}
else
{
stop = (n_fine / num_threads) * (my_thread_num + 1);
}
start_array[my_thread_num + 1] = stop;
for (i = start; i < stop; i++)
{
if (CF_marker[i] > 0)
{
cpt_array[my_thread_num]++;
}
}
#ifdef HYPRE_USING_OPENMP
#pragma omp barrier
#endif
if (my_thread_num == 0)
{
for (i = 1; i < num_threads; i++)
{
cpt_array[i] += cpt_array[i - 1];
}
}
#ifdef HYPRE_USING_OPENMP
#pragma omp barrier
#endif
if (my_thread_num > 0)
{
startf = start - cpt_array[my_thread_num - 1];
}
else
{
startf = 0;
}
if (my_thread_num < num_threads - 1)
{
stopf = stop - cpt_array[my_thread_num];
}
else
{
stopf = n_Fpts;
}
startf_array[my_thread_num + 1] = stopf;
for (i = startf; i < stopf; i++)
{
for (j = As_FC_diag_i[i]; j < As_FC_diag_i[i + 1]; j++)
{
D_q[i] += As_FC_diag_data[j];
}
for (j = As_FC_offd_i[i]; j < As_FC_offd_i[i + 1]; j++)
{
D_q[i] += As_FC_offd_data[j];
}
}
for (j = As_FF_diag_i[startf]; j < As_FF_diag_i[stopf]; j++)
{
tmp_FF_diag_data[j] = As_FF_diag_data[j];
}
#ifdef HYPRE_USING_OPENMP
#pragma omp barrier
#endif
if (my_thread_num == 0)
{
if (num_cols_A_FF_offd)
{
D_q_offd = hypre_CTAlloc(HYPRE_Real, num_cols_A_FF_offd, HYPRE_MEMORY_HOST);
}
index = 0;
comm_pkg = hypre_ParCSRMatrixCommPkg(As_FF);
if (!comm_pkg)
{
hypre_MatvecCommPkgCreate(As_FF);
comm_pkg = hypre_ParCSRMatrixCommPkg(As_FF);
}
num_sends = hypre_ParCSRCommPkgNumSends(comm_pkg);
buf_data = hypre_CTAlloc(HYPRE_Real, hypre_ParCSRCommPkgSendMapStart(comm_pkg, num_sends),
HYPRE_MEMORY_HOST);
for (i = 0; i < num_sends; i++)
{
startc = hypre_ParCSRCommPkgSendMapStart(comm_pkg, i);
for (j = startc; j < hypre_ParCSRCommPkgSendMapStart(comm_pkg, i + 1); j++)
{
buf_data[index++] = D_q[hypre_ParCSRCommPkgSendMapElmt(comm_pkg, j)];
}
}
comm_handle = hypre_ParCSRCommHandleCreate( 1, comm_pkg, buf_data, D_q_offd);
hypre_ParCSRCommHandleDestroy(comm_handle);
if (num_functions > 1)
{
HYPRE_Int *int_buf_data = NULL;
HYPRE_Int num_sends, startc;
HYPRE_Int num_cols_A_offd = hypre_CSRMatrixNumCols(A_offd);
dof_func_offd = hypre_CTAlloc(HYPRE_Int, num_cols_A_offd, HYPRE_MEMORY_HOST);
index = 0;
num_sends = hypre_ParCSRCommPkgNumSends(comm_pkg);
int_buf_data = hypre_CTAlloc(HYPRE_Int, hypre_ParCSRCommPkgSendMapStart(comm_pkg, num_sends),
HYPRE_MEMORY_HOST);
for (i = 0; i < num_sends; i++)
{
startc = hypre_ParCSRCommPkgSendMapStart(comm_pkg, i);
for (j = startc; j < hypre_ParCSRCommPkgSendMapStart(comm_pkg, i + 1); j++)
{
int_buf_data[index++] = dof_func[hypre_ParCSRCommPkgSendMapElmt(comm_pkg, j)];
}
}
comm_handle = hypre_ParCSRCommHandleCreate( 11, comm_pkg, int_buf_data, dof_func_offd);
hypre_ParCSRCommHandleDestroy(comm_handle);
hypre_TFree(int_buf_data, HYPRE_MEMORY_HOST);
}
}
#ifdef HYPRE_USING_OPENMP
#pragma omp barrier
#endif
row = startf;
for (i = start; i < stop; i++)
{
HYPRE_Int jA, jC, jS;
if (CF_marker[i] < 0)
{
if (num_functions > 1)
{
jC = A_diag_i[i];
for (j = S_diag_i[i]; j < S_diag_i[i + 1]; j++)
{
jS = S_diag_j[j];
jA = A_diag_j[jC];
while (jA != jS)
{
if (dof_func[i] == dof_func[jA])
{
D_w[row] += A_diag_data[jC++];
}
else
{
jC++;
}
jA = A_diag_j[jC];
}
jC++;
}
for (j = jC; j < A_diag_i[i + 1]; j++)
{
if (dof_func[i] == dof_func[A_diag_j[j]])
{
D_w[row] += A_diag_data[j];
}
}
jC = A_offd_i[i];
for (j = S_offd_i[i]; j < S_offd_i[i + 1]; j++)
{
jS = S_offd_j[j];
jA = A_offd_j[jC];
while (jA != jS)
{
if (dof_func[i] == dof_func_offd[jA])
{
D_w[row] += A_offd_data[jC++];
}
else
{
jC++;
}
jA = A_offd_j[jC];
}
jC++;
}
for (j = jC; j < A_offd_i[i + 1]; j++)
{
if (dof_func[i] == dof_func_offd[A_offd_j[j]])
{
D_w[row] += A_offd_data[j];
}
}
row++;
}
else
{
for (j = A_diag_i[i]; j < A_diag_i[i + 1]; j++)
{
D_w[row] += A_diag_data[j];
}
for (j = A_offd_i[i]; j < A_offd_i[i + 1]; j++)
{
D_w[row] += A_offd_data[j];
}
for (j = As_FF_diag_i[row] + 1; j < As_FF_diag_i[row + 1]; j++)
{
D_w[row] -= As_FF_diag_data[j];
}
for (j = As_FF_offd_i[row]; j < As_FF_offd_i[row + 1]; j++)
{
D_w[row] -= As_FF_offd_data[j];
}
D_w[row] -= D_q[row];
row++;
}
}
}
for (i = startf; i < stopf; i++)
{
for (j = As_FF_diag_i[i] + 1; j < As_FF_diag_i[i + 1]; j++)
{
jj = As_FF_diag_j[j];
value = D_q[jj];
for (k = As_FF_diag_i[jj] + 1; k < As_FF_diag_i[jj + 1]; k++)
{
kk = As_FF_diag_j[k];
if (kk == i)
{
value1 = tmp_FF_diag_data[k];
value += value1;
D_theta[i] += As_FF_diag_data[j] * value1 / value;
break;
}
}
As_FF_diag_data[j] /= value;
}
for (j = As_FF_offd_i[i]; j < As_FF_offd_i[i + 1]; j++)
{
jj = As_FF_offd_j[j];
value = D_q_offd[jj];
for (k = As_FF_ext_i[jj]; k < As_FF_ext_i[jj + 1]; k++)
{
kk = (HYPRE_Int)(As_FF_ext_j[k] - first_index);
if (kk == i)
{
value1 = As_FF_ext_data[k];
value += value1;
D_theta[i] += As_FF_offd_data[j] * value1 / value;
break;
}
}
As_FF_offd_data[j] /= value;
}
As_FF_diag_data[As_FF_diag_i[i]] = 1.0;
}
#ifdef HYPRE_USING_OPENMP
#pragma omp barrier
#endif
for (i = startf; i < stopf; i++)
{
theta = (D_theta[i] + D_w[i]);
if (theta)
{
theta = -1.0 / theta;
for (j = As_FF_diag_i[i]; j < As_FF_diag_i[i + 1]; j++)
{
As_FF_diag_data[j] *= theta;
}
for (j = As_FF_offd_i[i]; j < As_FF_offd_i[i + 1]; j++)
{
As_FF_offd_data[j] *= theta;
}
}
}
} /* end parallel region */
W = hypre_ParMatmul(As_FF, As_FC);
W_diag = hypre_ParCSRMatrixDiag(W);
W_offd = hypre_ParCSRMatrixOffd(W);
W_diag_i = hypre_CSRMatrixI(W_diag);
W_diag_j = hypre_CSRMatrixJ(W_diag);
W_diag_data = hypre_CSRMatrixData(W_diag);
W_offd_i = hypre_CSRMatrixI(W_offd);
W_offd_j = hypre_CSRMatrixJ(W_offd);
W_offd_data = hypre_CSRMatrixData(W_offd);
num_cols_P_offd = hypre_CSRMatrixNumCols(W_offd);
/*-----------------------------------------------------------------------
* Intialize data for P
*-----------------------------------------------------------------------*/
P_diag_i = hypre_CTAlloc(HYPRE_Int, n_fine + 1, memory_location_P);
P_offd_i = hypre_CTAlloc(HYPRE_Int, n_fine + 1, memory_location_P);
P_diag_size = n_Cpts + hypre_CSRMatrixI(W_diag)[n_Fpts];
P_offd_size = hypre_CSRMatrixI(W_offd)[n_Fpts];
if (P_diag_size)
{
P_diag_j = hypre_CTAlloc(HYPRE_Int, P_diag_size, memory_location_P);
P_diag_data = hypre_CTAlloc(HYPRE_Real, P_diag_size, memory_location_P);
}
if (P_offd_size)
{
P_offd_j = hypre_CTAlloc(HYPRE_Int, P_offd_size, memory_location_P);
P_offd_data = hypre_CTAlloc(HYPRE_Real, P_offd_size, memory_location_P);
}
#ifdef HYPRE_USING_OPENMP
#pragma omp parallel private(i,j,start,stop,startf,stopf,c_pt,row,cnt_diag,cnt_offd)
#endif
{
HYPRE_Int my_thread_num = hypre_GetThreadNum();
startf = startf_array[my_thread_num];
stopf = startf_array[my_thread_num + 1];
start = start_array[my_thread_num];
stop = start_array[my_thread_num + 1];
if (my_thread_num > 0)
{
c_pt = cpt_array[my_thread_num - 1];
}
else
{
c_pt = 0;
}
cnt_diag = W_diag_i[startf] + c_pt;
cnt_offd = W_offd_i[startf];
row = startf;
for (i = start; i < stop; i++)
{
if (CF_marker[i] > 0)
{
P_diag_j[cnt_diag] = c_pt++;
P_diag_data[cnt_diag++] = 1.0;
}
else
{
for (j = W_diag_i[row]; j < W_diag_i[row + 1]; j++)
{
P_diag_j[cnt_diag] = W_diag_j[j];
P_diag_data[cnt_diag++] = W_diag_data[j];
}
for (j = W_offd_i[row]; j < W_offd_i[row + 1]; j++)
{
P_offd_j[cnt_offd] = W_offd_j[j];
P_offd_data[cnt_offd++] = W_offd_data[j];
}
row++;
}
P_diag_i[i + 1] = cnt_diag;
P_offd_i[i + 1] = cnt_offd;
}
} /* end parallel region */
/*-----------------------------------------------------------------------
* Create matrix
*-----------------------------------------------------------------------*/
P = hypre_ParCSRMatrixCreate(comm,
hypre_ParCSRMatrixGlobalNumRows(A),
total_global_cpts,
hypre_ParCSRMatrixColStarts(A),
num_cpts_global,
num_cols_P_offd,
P_diag_i[n_fine],
P_offd_i[n_fine]);
P_diag = hypre_ParCSRMatrixDiag(P);
hypre_CSRMatrixData(P_diag) = P_diag_data;
hypre_CSRMatrixI(P_diag) = P_diag_i;
hypre_CSRMatrixJ(P_diag) = P_diag_j;
P_offd = hypre_ParCSRMatrixOffd(P);
hypre_CSRMatrixData(P_offd) = P_offd_data;
hypre_CSRMatrixI(P_offd) = P_offd_i;
hypre_CSRMatrixJ(P_offd) = P_offd_j;
hypre_ParCSRMatrixColMapOffd(P) = hypre_ParCSRMatrixColMapOffd(W);
hypre_ParCSRMatrixColMapOffd(W) = NULL;
hypre_CSRMatrixMemoryLocation(P_diag) = memory_location_P;
hypre_CSRMatrixMemoryLocation(P_offd) = memory_location_P;
/* Compress P, removing coefficients smaller than trunc_factor * Max */
if (trunc_factor != 0.0 || max_elmts > 0)
{
HYPRE_Int *map;
hypre_BoomerAMGInterpTruncation(P, trunc_factor, max_elmts);
P_diag_data = hypre_CSRMatrixData(P_diag);
P_diag_i = hypre_CSRMatrixI(P_diag);
P_diag_j = hypre_CSRMatrixJ(P_diag);
P_offd_data = hypre_CSRMatrixData(P_offd);
P_offd_i = hypre_CSRMatrixI(P_offd);
P_offd_j = hypre_CSRMatrixJ(P_offd);
P_diag_size = P_diag_i[n_fine];
P_offd_size = P_offd_i[n_fine];
col_map_offd_P = hypre_ParCSRMatrixColMapOffd(P);
if (num_cols_P_offd)
{
P_marker = hypre_CTAlloc(HYPRE_Int, num_cols_P_offd, HYPRE_MEMORY_HOST);
for (i = 0; i < P_offd_size; i++)
{
P_marker[P_offd_j[i]] = 1;
}
new_ncols_P_offd = 0;
for (i = 0; i < num_cols_P_offd; i++)
if (P_marker[i]) { new_ncols_P_offd++; }
new_col_map_offd = hypre_CTAlloc(HYPRE_BigInt, new_ncols_P_offd, HYPRE_MEMORY_HOST);
map = hypre_CTAlloc(HYPRE_Int, new_ncols_P_offd, HYPRE_MEMORY_HOST);
index = 0;
for (i = 0; i < num_cols_P_offd; i++)
if (P_marker[i])
{
new_col_map_offd[index] = col_map_offd_P[i];
map[index++] = i;
}
hypre_TFree(P_marker, HYPRE_MEMORY_HOST);
#ifdef HYPRE_USING_OPENMP
#pragma omp parallel for private(i) HYPRE_SMP_SCHEDULE
#endif
for (i = 0; i < P_offd_size; i++)
{
P_offd_j[i] = hypre_BinarySearch(map, P_offd_j[i],
new_ncols_P_offd);
}
hypre_TFree(col_map_offd_P, HYPRE_MEMORY_HOST);
hypre_ParCSRMatrixColMapOffd(P) = new_col_map_offd;
hypre_CSRMatrixNumCols(P_offd) = new_ncols_P_offd;
hypre_TFree(map, HYPRE_MEMORY_HOST);
}
}
hypre_MatvecCommPkgCreate(P);
*P_ptr = P;
/* Deallocate memory */
hypre_TFree(D_q, HYPRE_MEMORY_HOST);
hypre_TFree(D_q_offd, HYPRE_MEMORY_HOST);
hypre_TFree(D_w, HYPRE_MEMORY_HOST);
hypre_TFree(D_theta, HYPRE_MEMORY_HOST);
hypre_TFree(dof_func_offd, HYPRE_MEMORY_HOST);
hypre_TFree(cpt_array, HYPRE_MEMORY_HOST);
hypre_TFree(start_array, HYPRE_MEMORY_HOST);
hypre_TFree(startf_array, HYPRE_MEMORY_HOST);
hypre_TFree(buf_data, HYPRE_MEMORY_HOST);
hypre_TFree(tmp_FF_diag_data, HYPRE_MEMORY_HOST);
hypre_ParCSRMatrixDestroy(As_FF);
hypre_ParCSRMatrixDestroy(As_FC);
hypre_ParCSRMatrixDestroy(W);
hypre_CSRMatrixDestroy(As_FF_ext);
return hypre_error_flag;
}
/*-----------------------------------------------------------------------*
* Modularized Extended+i Interpolation
*-----------------------------------------------------------------------*/
HYPRE_Int
hypre_BoomerAMGBuildModExtPIInterp(hypre_ParCSRMatrix *A,
HYPRE_Int *CF_marker,
hypre_ParCSRMatrix *S,
HYPRE_BigInt *num_cpts_global,
HYPRE_Int num_functions,
HYPRE_Int *dof_func,
HYPRE_Int debug_flag,
HYPRE_Real trunc_factor,
HYPRE_Int max_elmts,
hypre_ParCSRMatrix **P_ptr)
{
#if defined(HYPRE_USING_CUDA) || defined(HYPRE_USING_HIP)
hypre_GpuProfilingPushRange("ModExtPIInterp");
#endif
HYPRE_Int ierr = 0;
#if defined(HYPRE_USING_CUDA) || defined(HYPRE_USING_HIP)
HYPRE_ExecutionPolicy exec = hypre_GetExecPolicy1( hypre_ParCSRMatrixMemoryLocation(A) );
if (exec == HYPRE_EXEC_DEVICE)
{
ierr = hypre_BoomerAMGBuildExtPIInterpDevice(A, CF_marker, S, num_cpts_global, 1, NULL,
debug_flag, trunc_factor, max_elmts, P_ptr);
}
else
#endif
{
ierr = hypre_BoomerAMGBuildModExtPIInterpHost(A, CF_marker, S, num_cpts_global,
debug_flag, num_functions, dof_func,
trunc_factor, max_elmts, P_ptr);
}
#if defined(HYPRE_USING_CUDA) || defined(HYPRE_USING_HIP)
hypre_GpuProfilingPopRange();
#endif
return ierr;
}
/*---------------------------------------------------------------------------
* hypre_BoomerAMGBuildModExtPEInterp
* Comment:
*--------------------------------------------------------------------------*/
HYPRE_Int
hypre_BoomerAMGBuildModExtPEInterpHost(hypre_ParCSRMatrix *A,
HYPRE_Int *CF_marker,
hypre_ParCSRMatrix *S,
HYPRE_BigInt *num_cpts_global,
HYPRE_Int num_functions,
HYPRE_Int *dof_func,
HYPRE_Int debug_flag,
HYPRE_Real trunc_factor,
HYPRE_Int max_elmts,
hypre_ParCSRMatrix **P_ptr)
{
/* Communication Variables */
MPI_Comm comm = hypre_ParCSRMatrixComm(A);
HYPRE_MemoryLocation memory_location_P = hypre_ParCSRMatrixMemoryLocation(A);
hypre_ParCSRCommPkg *comm_pkg = hypre_ParCSRMatrixCommPkg(A);
hypre_ParCSRCommHandle *comm_handle = NULL;
HYPRE_Int my_id, num_procs;
/* Variables to store input variables */
hypre_CSRMatrix *A_diag = hypre_ParCSRMatrixDiag(A);
HYPRE_Real *A_diag_data = hypre_CSRMatrixData(A_diag);
HYPRE_Int *A_diag_i = hypre_CSRMatrixI(A_diag);
HYPRE_Int *A_diag_j = hypre_CSRMatrixJ(A_diag);
hypre_CSRMatrix *A_offd = hypre_ParCSRMatrixOffd(A);
HYPRE_Real *A_offd_data = hypre_CSRMatrixData(A_offd);
HYPRE_Int *A_offd_i = hypre_CSRMatrixI(A_offd);
HYPRE_Int *A_offd_j = hypre_CSRMatrixJ(A_offd);
hypre_CSRMatrix *S_diag = hypre_ParCSRMatrixDiag(S);
HYPRE_Int *S_diag_j = hypre_CSRMatrixJ(S_diag);
HYPRE_Int *S_diag_i = hypre_CSRMatrixI(S_diag);
hypre_CSRMatrix *S_offd = hypre_ParCSRMatrixOffd(S);
HYPRE_Int *S_offd_j = hypre_CSRMatrixJ(S_offd);
HYPRE_Int *S_offd_i = hypre_CSRMatrixI(S_offd);
HYPRE_Int n_fine = hypre_CSRMatrixNumRows(A_diag);
HYPRE_BigInt total_global_cpts;
/* Interpolation matrix P */
hypre_ParCSRMatrix *P;
hypre_CSRMatrix *P_diag;
hypre_CSRMatrix *P_offd;
HYPRE_Real *P_diag_data = NULL;
HYPRE_Int *P_diag_i, *P_diag_j = NULL;
HYPRE_Real *P_offd_data = NULL;
HYPRE_Int *P_offd_i, *P_offd_j = NULL;
/* Intermediate matrices */
hypre_ParCSRMatrix *As_FF, *As_FC, *W;
HYPRE_Real *D_beta, *D_w, *D_lambda, *D_tmp, *D_tau, *D_tmp_offd = NULL;
hypre_CSRMatrix *As_FF_diag;
hypre_CSRMatrix *As_FF_offd;
hypre_CSRMatrix *As_FC_diag;
hypre_CSRMatrix *As_FC_offd;
hypre_CSRMatrix *W_diag;
hypre_CSRMatrix *W_offd;
HYPRE_Int *As_FF_diag_i;
HYPRE_Int *As_FF_diag_j;
HYPRE_Int *As_FF_offd_i;
HYPRE_Int *As_FF_offd_j;
HYPRE_Int *As_FC_diag_i;
HYPRE_Int *As_FC_offd_i;
HYPRE_Int *W_diag_i;
HYPRE_Int *W_offd_i;
HYPRE_Int *W_diag_j;
HYPRE_Int *W_offd_j = NULL;
HYPRE_Real *As_FF_diag_data;
HYPRE_Real *As_FF_offd_data = NULL;
HYPRE_Real *As_FC_diag_data;
HYPRE_Real *As_FC_offd_data = NULL;
HYPRE_Real *W_diag_data;
HYPRE_Real *W_offd_data = NULL;
HYPRE_Real *buf_data = NULL;
HYPRE_BigInt *col_map_offd_P = NULL;
HYPRE_BigInt *new_col_map_offd = NULL;
HYPRE_Int P_diag_size;
HYPRE_Int P_offd_size;
HYPRE_Int new_ncols_P_offd;
HYPRE_Int num_cols_P_offd;
HYPRE_Int *P_marker = NULL;
HYPRE_Int *dof_func_offd = NULL;
/* Loop variables */
HYPRE_Int index, startc, num_sends;
HYPRE_Int i, j;
HYPRE_Int *cpt_array;
HYPRE_Int *start_array;
HYPRE_Int *startf_array;
HYPRE_Int start, stop, startf, stopf;
HYPRE_Int cnt_diag, cnt_offd, row, c_pt;
HYPRE_Int num_cols_A_FF_offd;
HYPRE_Real value, theta;
/* Definitions */
//HYPRE_Real wall_time;
HYPRE_Int n_Cpts, n_Fpts;
HYPRE_Int num_threads = hypre_NumThreads();
//if (debug_flag==4) wall_time = time_getWallclockSeconds();
/* BEGIN */
hypre_MPI_Comm_size(comm, &num_procs);
hypre_MPI_Comm_rank(comm, &my_id);
if (my_id == (num_procs - 1)) { total_global_cpts = num_cpts_global[1]; }
hypre_MPI_Bcast(&total_global_cpts, 1, HYPRE_MPI_BIG_INT, num_procs - 1, comm);
n_Cpts = num_cpts_global[1] - num_cpts_global[0];
hypre_ParCSRMatrixGenerateFFFC(A, CF_marker, num_cpts_global, S, &As_FC, &As_FF);
As_FC_diag = hypre_ParCSRMatrixDiag(As_FC);
As_FC_diag_i = hypre_CSRMatrixI(As_FC_diag);
As_FC_diag_data = hypre_CSRMatrixData(As_FC_diag);
As_FC_offd = hypre_ParCSRMatrixOffd(As_FC);
As_FC_offd_i = hypre_CSRMatrixI(As_FC_offd);
As_FC_offd_data = hypre_CSRMatrixData(As_FC_offd);
As_FF_diag = hypre_ParCSRMatrixDiag(As_FF);
As_FF_diag_i = hypre_CSRMatrixI(As_FF_diag);
As_FF_diag_j = hypre_CSRMatrixJ(As_FF_diag);
As_FF_diag_data = hypre_CSRMatrixData(As_FF_diag);
As_FF_offd = hypre_ParCSRMatrixOffd(As_FF);
As_FF_offd_i = hypre_CSRMatrixI(As_FF_offd);
As_FF_offd_j = hypre_CSRMatrixJ(As_FF_offd);
As_FF_offd_data = hypre_CSRMatrixData(As_FF_offd);
n_Fpts = hypre_CSRMatrixNumRows(As_FF_diag);
num_cols_A_FF_offd = hypre_CSRMatrixNumCols(As_FF_offd);
D_beta = hypre_CTAlloc(HYPRE_Real, n_Fpts, HYPRE_MEMORY_HOST);
D_lambda = hypre_CTAlloc(HYPRE_Real, n_Fpts, HYPRE_MEMORY_HOST);
D_tmp = hypre_CTAlloc(HYPRE_Real, n_Fpts, HYPRE_MEMORY_HOST);
D_tau = hypre_CTAlloc(HYPRE_Real, n_Fpts, HYPRE_MEMORY_HOST);
D_w = hypre_CTAlloc(HYPRE_Real, n_Fpts, HYPRE_MEMORY_HOST);
cpt_array = hypre_CTAlloc(HYPRE_Int, num_threads, HYPRE_MEMORY_HOST);
start_array = hypre_CTAlloc(HYPRE_Int, num_threads + 1, HYPRE_MEMORY_HOST);
startf_array = hypre_CTAlloc(HYPRE_Int, num_threads + 1, HYPRE_MEMORY_HOST);
#ifdef HYPRE_USING_OPENMP
#pragma omp parallel private(i,j,start,stop,startf,stopf,row,theta,value)
#endif
{
HYPRE_Int my_thread_num = hypre_GetThreadNum();
start = (n_fine / num_threads) * my_thread_num;
if (my_thread_num == num_threads - 1)
{
stop = n_fine;
}
else
{
stop = (n_fine / num_threads) * (my_thread_num + 1);
}
start_array[my_thread_num + 1] = stop;
for (i = start; i < stop; i++)
{
if (CF_marker[i] > 0)
{
cpt_array[my_thread_num]++;
}
}
#ifdef HYPRE_USING_OPENMP
#pragma omp barrier
#endif
if (my_thread_num == 0)
{
for (i = 1; i < num_threads; i++)
{
cpt_array[i] += cpt_array[i - 1];
}
if (num_functions > 1)
{
HYPRE_Int *int_buf_data = NULL;
HYPRE_Int num_sends, startc;
HYPRE_Int num_cols_A_offd = hypre_CSRMatrixNumCols(A_offd);
dof_func_offd = hypre_CTAlloc(HYPRE_Int, num_cols_A_offd, HYPRE_MEMORY_HOST);
index = 0;
num_sends = hypre_ParCSRCommPkgNumSends(comm_pkg);
int_buf_data = hypre_CTAlloc(HYPRE_Int, hypre_ParCSRCommPkgSendMapStart(comm_pkg, num_sends),
HYPRE_MEMORY_HOST);
for (i = 0; i < num_sends; i++)
{
startc = hypre_ParCSRCommPkgSendMapStart(comm_pkg, i);
for (j = startc; j < hypre_ParCSRCommPkgSendMapStart(comm_pkg, i + 1); j++)
{
int_buf_data[index++] = dof_func[hypre_ParCSRCommPkgSendMapElmt(comm_pkg, j)];
}
}
comm_handle = hypre_ParCSRCommHandleCreate( 11, comm_pkg, int_buf_data, dof_func_offd);
hypre_ParCSRCommHandleDestroy(comm_handle);
hypre_TFree(int_buf_data, HYPRE_MEMORY_HOST);
}
}
#ifdef HYPRE_USING_OPENMP
#pragma omp barrier
#endif
if (my_thread_num > 0)
{
startf = start - cpt_array[my_thread_num - 1];
}
else
{
startf = 0;
}
if (my_thread_num < num_threads - 1)
{
stopf = stop - cpt_array[my_thread_num];
}
else
{
stopf = n_Fpts;
}
startf_array[my_thread_num + 1] = stopf;
for (i = startf; i < stopf; i++)
{
HYPRE_Real number;
for (j = As_FF_diag_i[i] + 1; j < As_FF_diag_i[i + 1]; j++)
{
D_lambda[i] += As_FF_diag_data[j];
}
for (j = As_FF_offd_i[i]; j < As_FF_offd_i[i + 1]; j++)
{
D_lambda[i] += As_FF_offd_data[j];
}
number = (HYPRE_Real)(As_FF_diag_i[i + 1] - As_FF_diag_i[i] - 1 + As_FF_offd_i[i + 1] -
As_FF_offd_i[i]);
if (number) { D_lambda[i] /= number; }
for (j = As_FC_diag_i[i]; j < As_FC_diag_i[i + 1]; j++)
{
D_beta[i] += As_FC_diag_data[j];
}
for (j = As_FC_offd_i[i]; j < As_FC_offd_i[i + 1]; j++)
{
D_beta[i] += As_FC_offd_data[j];
}
if (D_lambda[i] + D_beta[i]) { D_tmp[i] = D_lambda[i] / (D_beta[i] + D_lambda[i]); }
}
#ifdef HYPRE_USING_OPENMP
#pragma omp barrier
#endif
if (my_thread_num == 0)
{
if (num_cols_A_FF_offd)
{
D_tmp_offd = hypre_CTAlloc(HYPRE_Real, num_cols_A_FF_offd, HYPRE_MEMORY_HOST);
}
index = 0;
comm_pkg = hypre_ParCSRMatrixCommPkg(As_FF);
if (!comm_pkg)
{
hypre_MatvecCommPkgCreate(As_FF);
comm_pkg = hypre_ParCSRMatrixCommPkg(As_FF);
}
num_sends = hypre_ParCSRCommPkgNumSends(comm_pkg);
buf_data = hypre_CTAlloc(HYPRE_Real, hypre_ParCSRCommPkgSendMapStart(comm_pkg, num_sends),
HYPRE_MEMORY_HOST);
for (i = 0; i < num_sends; i++)
{
startc = hypre_ParCSRCommPkgSendMapStart(comm_pkg, i);
for (j = startc; j < hypre_ParCSRCommPkgSendMapStart(comm_pkg, i + 1); j++)
{
buf_data[index++] = D_tmp[hypre_ParCSRCommPkgSendMapElmt(comm_pkg, j)];
}
}
comm_handle = hypre_ParCSRCommHandleCreate( 1, comm_pkg, buf_data, D_tmp_offd);
hypre_ParCSRCommHandleDestroy(comm_handle);
}
#ifdef HYPRE_USING_OPENMP
#pragma omp barrier
#endif
row = startf;
for (i = start; i < stop; i++)
{
if (CF_marker[i] < 0)
{
if (num_functions > 1)
{
HYPRE_Int jA, jC, jS;
jC = A_diag_i[i];
for (j = S_diag_i[i]; j < S_diag_i[i + 1]; j++)
{
jS = S_diag_j[j];
jA = A_diag_j[jC];
while (jA != jS)
{
if (dof_func[i] == dof_func[jA])
{
D_w[row] += A_diag_data[jC++];
}
else
{
jC++;
}
jA = A_diag_j[jC];
}
jC++;
}
for (j = jC; j < A_diag_i[i + 1]; j++)
{
if (dof_func[i] == dof_func[A_diag_j[j]])
{
D_w[row] += A_diag_data[j];
}
}
jC = A_offd_i[i];
for (j = S_offd_i[i]; j < S_offd_i[i + 1]; j++)
{
jS = S_offd_j[j];
jA = A_offd_j[jC];
while (jA != jS)
{
if (dof_func[i] == dof_func_offd[jA])
{
D_w[row] += A_offd_data[jC++];
}
else
{
jC++;
}
jA = A_offd_j[jC];
}
jC++;
}
for (j = jC; j < A_offd_i[i + 1]; j++)
{
if (dof_func[i] == dof_func_offd[A_offd_j[j]])
{
D_w[row] += A_offd_data[j];
}
}
row++;
}
else
{
for (j = A_diag_i[i]; j < A_diag_i[i + 1]; j++)
{
D_w[row] += A_diag_data[j];
}
for (j = A_offd_i[i]; j < A_offd_i[i + 1]; j++)
{
D_w[row] += A_offd_data[j];
}
for (j = As_FF_diag_i[row] + 1; j < As_FF_diag_i[row + 1]; j++)
{
D_w[row] -= As_FF_diag_data[j];
}
for (j = As_FF_offd_i[row]; j < As_FF_offd_i[row + 1]; j++)
{
D_w[row] -= As_FF_offd_data[j];
}
D_w[row] -= D_beta[row];
row++;
}
}
}
for (i = startf; i < stopf; i++)
{
for (j = As_FF_diag_i[i] + 1; j < As_FF_diag_i[i + 1]; j++)
{
index = As_FF_diag_j[j];
D_tau[i] += As_FF_diag_data[j] * D_tmp[index];
}
for (j = As_FF_offd_i[i]; j < As_FF_offd_i[i + 1]; j++)
{
index = As_FF_offd_j[j];
D_tau[i] += As_FF_offd_data[j] * D_tmp_offd[index];
}
}
for (i = startf; i < stopf; i++)
{
value = D_w[i] + D_tau[i];
if (value) { value = -1.0 / value; }
theta = D_beta[i] + D_lambda[i];
As_FF_diag_data[As_FF_diag_i[i]] = value * theta;
if (theta) { theta = 1.0 / theta; }
for (j = As_FF_diag_i[i] + 1; j < As_FF_diag_i[i + 1]; j++)
{
As_FF_diag_data[j] *= value;
}
for (j = As_FF_offd_i[i]; j < As_FF_offd_i[i + 1]; j++)
{
As_FF_offd_data[j] *= value;
}
for (j = As_FC_diag_i[i]; j < As_FC_diag_i[i + 1]; j++)
{
As_FC_diag_data[j] *= theta;
}
for (j = As_FC_offd_i[i]; j < As_FC_offd_i[i + 1]; j++)
{
As_FC_offd_data[j] *= theta;
}
}
} /* end parallel region */
W = hypre_ParMatmul(As_FF, As_FC);
W_diag = hypre_ParCSRMatrixDiag(W);
W_offd = hypre_ParCSRMatrixOffd(W);
W_diag_i = hypre_CSRMatrixI(W_diag);
W_diag_j = hypre_CSRMatrixJ(W_diag);
W_diag_data = hypre_CSRMatrixData(W_diag);
W_offd_i = hypre_CSRMatrixI(W_offd);
W_offd_j = hypre_CSRMatrixJ(W_offd);
W_offd_data = hypre_CSRMatrixData(W_offd);
num_cols_P_offd = hypre_CSRMatrixNumCols(W_offd);
/*-----------------------------------------------------------------------
* Intialize data for P
*-----------------------------------------------------------------------*/
P_diag_i = hypre_CTAlloc(HYPRE_Int, n_fine + 1, memory_location_P);
P_offd_i = hypre_CTAlloc(HYPRE_Int, n_fine + 1, memory_location_P);
P_diag_size = n_Cpts + hypre_CSRMatrixI(W_diag)[n_Fpts];
P_offd_size = hypre_CSRMatrixI(W_offd)[n_Fpts];
if (P_diag_size)
{
P_diag_j = hypre_CTAlloc(HYPRE_Int, P_diag_size, memory_location_P);
P_diag_data = hypre_CTAlloc(HYPRE_Real, P_diag_size, memory_location_P);
}
if (P_offd_size)
{
P_offd_j = hypre_CTAlloc(HYPRE_Int, P_offd_size, memory_location_P);
P_offd_data = hypre_CTAlloc(HYPRE_Real, P_offd_size, memory_location_P);
}
#ifdef HYPRE_USING_OPENMP
#pragma omp parallel private(i,j,start,stop,startf,stopf,c_pt,row,cnt_diag,cnt_offd)
#endif
{
HYPRE_Int my_thread_num = hypre_GetThreadNum();
startf = startf_array[my_thread_num];
stopf = startf_array[my_thread_num + 1];
start = start_array[my_thread_num];
stop = start_array[my_thread_num + 1];
if (my_thread_num > 0)
{
c_pt = cpt_array[my_thread_num - 1];
}
else
{
c_pt = 0;
}
cnt_diag = W_diag_i[startf] + c_pt;
cnt_offd = W_offd_i[startf];
row = startf;
for (i = start; i < stop; i++)
{
if (CF_marker[i] > 0)
{
P_diag_j[cnt_diag] = c_pt++;
P_diag_data[cnt_diag++] = 1.0;
}
else
{
for (j = W_diag_i[row]; j < W_diag_i[row + 1]; j++)
{
P_diag_j[cnt_diag] = W_diag_j[j];
P_diag_data[cnt_diag++] = W_diag_data[j];
}
for (j = W_offd_i[row]; j < W_offd_i[row + 1]; j++)
{
P_offd_j[cnt_offd] = W_offd_j[j];
P_offd_data[cnt_offd++] = W_offd_data[j];
}
row++;
}
P_diag_i[i + 1] = cnt_diag;
P_offd_i[i + 1] = cnt_offd;
}
} /* end parallel region */
/*-----------------------------------------------------------------------
* Create matrix
*-----------------------------------------------------------------------*/
P = hypre_ParCSRMatrixCreate(comm,
hypre_ParCSRMatrixGlobalNumRows(A),
total_global_cpts,
hypre_ParCSRMatrixColStarts(A),
num_cpts_global,
num_cols_P_offd,
P_diag_i[n_fine],
P_offd_i[n_fine]);
P_diag = hypre_ParCSRMatrixDiag(P);
hypre_CSRMatrixData(P_diag) = P_diag_data;
hypre_CSRMatrixI(P_diag) = P_diag_i;
hypre_CSRMatrixJ(P_diag) = P_diag_j;
P_offd = hypre_ParCSRMatrixOffd(P);
hypre_CSRMatrixData(P_offd) = P_offd_data;
hypre_CSRMatrixI(P_offd) = P_offd_i;
hypre_CSRMatrixJ(P_offd) = P_offd_j;
hypre_ParCSRMatrixColMapOffd(P) = hypre_ParCSRMatrixColMapOffd(W);
hypre_ParCSRMatrixColMapOffd(W) = NULL;
hypre_CSRMatrixMemoryLocation(P_diag) = memory_location_P;
hypre_CSRMatrixMemoryLocation(P_offd) = memory_location_P;
/* Compress P, removing coefficients smaller than trunc_factor * Max */
if (trunc_factor != 0.0 || max_elmts > 0)
{
HYPRE_Int *map;
hypre_BoomerAMGInterpTruncation(P, trunc_factor, max_elmts);
P_diag_data = hypre_CSRMatrixData(P_diag);
P_diag_i = hypre_CSRMatrixI(P_diag);
P_diag_j = hypre_CSRMatrixJ(P_diag);
P_offd_data = hypre_CSRMatrixData(P_offd);
P_offd_i = hypre_CSRMatrixI(P_offd);
P_offd_j = hypre_CSRMatrixJ(P_offd);
P_diag_size = P_diag_i[n_fine];
P_offd_size = P_offd_i[n_fine];
col_map_offd_P = hypre_ParCSRMatrixColMapOffd(P);
if (num_cols_P_offd)
{
P_marker = hypre_CTAlloc(HYPRE_Int, num_cols_P_offd, HYPRE_MEMORY_HOST);
for (i = 0; i < P_offd_size; i++)
{
P_marker[P_offd_j[i]] = 1;
}
new_ncols_P_offd = 0;
for (i = 0; i < num_cols_P_offd; i++)
if (P_marker[i]) { new_ncols_P_offd++; }
new_col_map_offd = hypre_CTAlloc(HYPRE_BigInt, new_ncols_P_offd, HYPRE_MEMORY_HOST);
map = hypre_CTAlloc(HYPRE_Int, new_ncols_P_offd, HYPRE_MEMORY_HOST);
index = 0;
for (i = 0; i < num_cols_P_offd; i++)
if (P_marker[i])
{
new_col_map_offd[index] = col_map_offd_P[i];
map[index++] = i;
}
hypre_TFree(P_marker, HYPRE_MEMORY_HOST);
#ifdef HYPRE_USING_OPENMP
#pragma omp parallel for private(i) HYPRE_SMP_SCHEDULE
#endif
for (i = 0; i < P_offd_size; i++)
{
P_offd_j[i] = hypre_BinarySearch(map, P_offd_j[i],
new_ncols_P_offd);
}
hypre_TFree(col_map_offd_P, HYPRE_MEMORY_HOST);
hypre_ParCSRMatrixColMapOffd(P) = new_col_map_offd;
hypre_CSRMatrixNumCols(P_offd) = new_ncols_P_offd;
hypre_TFree(map, HYPRE_MEMORY_HOST);
}
}
hypre_MatvecCommPkgCreate(P);
*P_ptr = P;
/* Deallocate memory */
hypre_TFree(D_tmp, HYPRE_MEMORY_HOST);
hypre_TFree(D_tmp_offd, HYPRE_MEMORY_HOST);
hypre_TFree(D_w, HYPRE_MEMORY_HOST);
hypre_TFree(D_tau, HYPRE_MEMORY_HOST);
hypre_TFree(D_beta, HYPRE_MEMORY_HOST);
hypre_TFree(D_lambda, HYPRE_MEMORY_HOST);
hypre_TFree(cpt_array, HYPRE_MEMORY_HOST);
hypre_TFree(start_array, HYPRE_MEMORY_HOST);
hypre_TFree(startf_array, HYPRE_MEMORY_HOST);
hypre_TFree(buf_data, HYPRE_MEMORY_HOST);
hypre_ParCSRMatrixDestroy(As_FF);
hypre_ParCSRMatrixDestroy(As_FC);
hypre_ParCSRMatrixDestroy(W);
return hypre_error_flag;
}
/*-----------------------------------------------------------------------*
* Modularized Extended+e Interpolation
*-----------------------------------------------------------------------*/
HYPRE_Int
hypre_BoomerAMGBuildModExtPEInterp(hypre_ParCSRMatrix *A,
HYPRE_Int *CF_marker,
hypre_ParCSRMatrix *S,
HYPRE_BigInt *num_cpts_global,
HYPRE_Int num_functions,
HYPRE_Int *dof_func,
HYPRE_Int debug_flag,
HYPRE_Real trunc_factor,
HYPRE_Int max_elmts,
hypre_ParCSRMatrix **P_ptr)
{
#if defined(HYPRE_USING_CUDA) || defined(HYPRE_USING_HIP)
hypre_GpuProfilingPushRange("ModExtPEInterp");
#endif
HYPRE_Int ierr = 0;
#if defined(HYPRE_USING_CUDA) || defined(HYPRE_USING_HIP)
HYPRE_ExecutionPolicy exec = hypre_GetExecPolicy1( hypre_ParCSRMatrixMemoryLocation(A) );
if (exec == HYPRE_EXEC_DEVICE)
{
ierr = hypre_BoomerAMGBuildExtPEInterpDevice(A, CF_marker, S, num_cpts_global, 1, NULL,
debug_flag, trunc_factor, max_elmts, P_ptr);
}
else
#endif
{
ierr = hypre_BoomerAMGBuildModExtPEInterpHost(A, CF_marker, S, num_cpts_global,
num_functions, dof_func,
debug_flag, trunc_factor, max_elmts, P_ptr);
}
#if defined(HYPRE_USING_CUDA) || defined(HYPRE_USING_HIP)
hypre_GpuProfilingPopRange();
#endif
return ierr;
}
|
simple.c | #include <stdio.h>
#include <stdlib.h>
#include <math.h>
#include <omp.h>
#include <time.h>
int main(void)
{
int N=1000*100,n2=30;
int i,*a,*b,*c; time_t t1,t2;
a=(int*)malloc(N*sizeof(int));
b=(int*)malloc(N*sizeof(int));
c=(int*)malloc(N*sizeof(int));
for(i=0;i<N;i++)
{a[i]=i;b[i]=i;}
printf("1 passed\n");
time(&t1);
for(int I=0;I<n2;I++)
{
#pragma omp parallel for
for(i=0;i<N;i++)
a[i]=(int)(sqrt(b[i]*1.)*sqrt(1.*c[i]));
}
time(&t2);
printf("2 time:%d\n",(int)(t2-t1));
time(&t1);
for(int I=0;I<n2;I++)
{
for(i=0;i<N;i++)
a[i]=(int)(sqrt(b[i]*1.)*sqrt(1.*c[i]));
}
time(&t2);
printf("3 time:%d\n",(int)(t2-t1));
free(a);free(b);free(c);
return 0;
}
|
station_stat.c | #include "station_stat.h"
void station_stat_init(station_stat_t* station_stat)
{
for (int i = 0; i < 2; i++) {
station_stat->num_door_opening[i] = 0;
station_stat->total_wait_time[i] = 0;
station_stat->min_wait_time[i] = 0;
station_stat->max_wait_time[i] = 0;
station_stat->last_closed_time[i] = 0;
}
}
void station_stat_open_door(station_stat_t* station_stat, int current_time, int duration, bool forward)
{
#pragma omp critical
{
int idx = forward ? STATION_STAT_FORWARD : STATION_STAT_REVERSE;
int time_taken = current_time - station_stat->last_closed_time[idx];
if (station_stat->num_door_opening[idx] == 0) {
// Do not count waiting time of first train
} else {
station_stat->total_wait_time[idx] += time_taken;
if (station_stat->num_door_opening[idx] == 1) {
station_stat->min_wait_time[idx] = time_taken;
station_stat->max_wait_time[idx] = time_taken;
} else {
station_stat->min_wait_time[idx] = min(station_stat->min_wait_time[idx], time_taken);
station_stat->max_wait_time[idx] = max(station_stat->max_wait_time[idx], time_taken);
}
}
station_stat->last_closed_time[idx] = current_time + duration;
station_stat->num_door_opening[idx]++;
}
}
|
pr53992.c | /* PR middle-end/53992 */
/* { dg-do compile } */
/* { dg-options "-fgnu-tm -fopenmp" } */
/* { dg-require-effective-target fgnu_tm } */
int main() {
long data[10000];
long i, min=10000;
for (i=0; i<10000; i++) data[i] = -i;
#pragma omp parallel for
for (i=0; i<10000; i++) {
__transaction_atomic
{
if (data[i] < min)
min = data[i];
}
}
return !(min == -9999);
}
|
correlation.c | /**
* correlation.c This file was adapted from PolyBench/GPU 1.0 test suite
* to run on GPU with OpenMP 4.0 pragmas and OpenCL driver.
*
* Web address: http://www.cse.ohio-state.edu/~pouchet/software/polybench/GPU
*
* Contacts: Marcio M Pereira <mpereira@ic.unicamp.br>
* Rafael Cardoso F Sousa <rafael.cardoso@students.ic.unicamp.br>
* Luís Felipe Mattos <ra107822@students.ic.unicamp.br>
*/
#include <assert.h>
#include <math.h>
#include <omp.h>
#include <stdio.h>
#include <stdlib.h>
#include <sys/time.h>
#include "../../common/polybenchUtilFuncts.h"
// define the error threshold for the results "not matching"
#define ERROR_THRESHOLD 1.05
#define GPU 1
/* Problem size */
#define M 1024
#define N 1024
#define sqrt_of_array_cell(x, j) sqrt(x[j])
#define FLOAT_N 3214212.01f
#define EPS 0.005f
/* Can switch DATA_TYPE between float and double */
typedef float DATA_TYPE;
void init_arrays(DATA_TYPE *data) {
int i, j;
for (i = 0; i < (M + 1); i++) {
for (j = 0; j < (N + 1); j++) {
data[i * (N + 1) + j] = ((DATA_TYPE)i * j) / (M + 1);
}
}
}
void correlation(DATA_TYPE *data, DATA_TYPE *mean, DATA_TYPE *stddev,
DATA_TYPE *symmat) {
int i, j, j1, j2;
// Determine mean of column vectors of input data matrix
for (j = 1; j < (M + 1); j++) {
mean[j] = 0.0;
for (i = 1; i < (N + 1); i++) {
mean[j] += data[i * (M + 1) + j];
}
mean[j] /= (DATA_TYPE)FLOAT_N;
}
// Determine standard deviations of column vectors of data matrix.
for (j = 1; j < (M + 1); j++) {
stddev[j] = 0.0;
for (i = 1; i < (N + 1); i++) {
stddev[j] +=
(data[i * (M + 1) + j] - mean[j]) * (data[i * (M + 1) + j] - mean[j]);
}
stddev[j] /= FLOAT_N;
stddev[j] = sqrt_of_array_cell(stddev, j);
stddev[j] = stddev[j] <= EPS ? 1.0 : stddev[j];
}
// i - threadIdx.x, j = threadIdx.y
// Center and reduce the column vectors.
for (i = 1; i < (N + 1); i++) {
for (j = 1; j < (M + 1); j++) {
data[i * (M + 1) + j] -= mean[j];
data[i * (M + 1) + j] /= (sqrt(FLOAT_N) * stddev[j]);
}
}
// Calculate the m * m correlation matrix.
for (j1 = 1; j1 < M; j1++) {
symmat[j1 * (M + 1) + j1] = 1.0;
for (j2 = j1 + 1; j2 < (M + 1); j2++) {
symmat[j1 * (M + 1) + j2] = 0.0;
for (i = 1; i < (N + 1); i++) {
symmat[j1 * (M + 1) + j2] +=
(data[i * (M + 1) + j1] * data[i * (M + 1) + j2]);
}
symmat[j2 * (M + 1) + j1] = symmat[j1 * (M + 1) + j2];
}
}
symmat[M * (M + 1) + M] = 1.0;
}
void correlation_OMP(DATA_TYPE *data, DATA_TYPE *mean, DATA_TYPE *stddev,
DATA_TYPE *symmat) {
int i, j, k;
#pragma omp target device(GPU_DEVICE)
// Determine mean of column vectors of input data matrix
#pragma omp target map(tofrom \
: data[:(M + 1) * (N + 1)]) map(from \
: mean[:(M + 1)])
#pragma omp parallel for
for (j = 1; j < (M + 1); j++) {
mean[j] = 0.0;
for (i = 1; i < (N + 1); i++) {
mean[j] += data[i * (M + 1) + j];
}
mean[j] /= (DATA_TYPE)FLOAT_N;
}
// Determine standard deviations of column vectors of data matrix.
for (j = 1; j < (M + 1); j++) {
stddev[j] = 0.0;
for (i = 1; i < (N + 1); i++) {
stddev[j] +=
(data[i * (M + 1) + j] - mean[j]) * (data[i * (M + 1) + j] - mean[j]);
}
stddev[j] /= FLOAT_N;
stddev[j] = sqrt(stddev[j]);
if (stddev[j] <= EPS) {
stddev[j] = 1.0;
}
}
// Center and reduce the column vectors.
//#pragma omp target map (tofrom: data[:(M+1)*(N+1)]) map (from: mean[:(M+1)],
//stddev[:(M+1)]) #pragma omp parallel for
for (i = 1; i < (N + 1); i++) {
for (j = 1; j < (M + 1); j++) {
data[i * (M + 1) + j] -= mean[j];
data[i * (M + 1) + j] /= (sqrt(FLOAT_N) * stddev[j]);
}
}
// Calculate the m * m correlation matrix.
#pragma omp target map(to \
: data[:(M + 1) * (N + 1)]) \
map(from \
: symmat[:(M + 1) * (N + 1)])
#pragma omp parallel for collapse(1) schedule(static, 16)
for (k = 1; k < M; k++) {
symmat[k * (M + 1) + k] = 1.0;
for (j = k + 1; j < (M + 1); j++) {
symmat[k * (M + 1) + j] = 0.0;
for (i = 1; i < (N + 1); i++) {
symmat[k * (M + 1) + j] +=
(data[i * (M + 1) + k] * data[i * (M + 1) + j]);
}
symmat[j * (M + 1) + k] = symmat[k * (M + 1) + j];
}
}
symmat[M * (M + 1) + M] = 1.0;
}
void compareResults(DATA_TYPE *symmat, DATA_TYPE *symmat_outputFromGpu) {
int i, j, fail;
fail = 0;
for (i = 1; i < (M + 1); i++) {
for (j = 1; j < (N + 1); j++) {
if (percentDiff(symmat[i * (N + 1) + j],
symmat_outputFromGpu[i * (N + 1) + j]) >
ERROR_THRESHOLD) {
fail++;
// printf("i: %d j: %d\n1: %f 2: %f\n", i, j, symmat[i*N + j],
// symmat_GPU[i*N + j]);
}
}
}
// print results
printf("Non-Matching CPU-GPU Outputs Beyond Error Threshold of %4.2f "
"Percent: %d\n",
ERROR_THRESHOLD, fail);
}
int main() {
double t_start, t_end;
DATA_TYPE *data;
DATA_TYPE *mean;
DATA_TYPE *stddev;
DATA_TYPE *symmat;
DATA_TYPE *symmat_GPU;
data = (DATA_TYPE *)malloc((M + 1) * (N + 1) * sizeof(DATA_TYPE));
mean = (DATA_TYPE *)malloc((M + 1) * sizeof(DATA_TYPE));
stddev = (DATA_TYPE *)malloc((M + 1) * sizeof(DATA_TYPE));
symmat = (DATA_TYPE *)malloc((M + 1) * (N + 1) * sizeof(DATA_TYPE));
symmat_GPU = (DATA_TYPE *)malloc((M + 1) * (N + 1) * sizeof(DATA_TYPE));
fprintf(stdout, "<< Correlation Computation >>\n");
init_arrays(data);
t_start = rtclock();
correlation_OMP(data, mean, stddev, symmat_GPU);
t_end = rtclock();
fprintf(stdout, "GPU Runtime: %0.6lfs\n", t_end - t_start);
init_arrays(data);
t_start = rtclock();
correlation(data, mean, stddev, symmat);
t_end = rtclock();
fprintf(stdout, "CPU Runtime: %0.6lfs\n", t_end - t_start);
compareResults(symmat, symmat_GPU);
free(data);
free(mean);
free(stddev);
free(symmat);
free(symmat_GPU);
return 0;
}
|
GB_binop__min_uint8.c | //------------------------------------------------------------------------------
// GB_binop: hard-coded functions for each built-in binary operator
//------------------------------------------------------------------------------
// SuiteSparse:GraphBLAS, Timothy A. Davis, (c) 2017-2021, All Rights Reserved.
// SPDX-License-Identifier: Apache-2.0
//------------------------------------------------------------------------------
// If this file is in the Generated/ folder, do not edit it (auto-generated).
#include "GB.h"
#ifndef GBCOMPACT
#include "GB_control.h"
#include "GB_ek_slice.h"
#include "GB_dense.h"
#include "GB_atomics.h"
#include "GB_bitmap_assign_methods.h"
#include "GB_binop__include.h"
// C=binop(A,B) is defined by the following types and operators:
// A+B function (eWiseAdd): GB_AaddB__min_uint8
// A.*B function (eWiseMult): GB_AemultB__min_uint8
// A*D function (colscale): GB_AxD__min_uint8
// D*A function (rowscale): GB_DxB__min_uint8
// C+=B function (dense accum): GB_Cdense_accumB__min_uint8
// C+=b function (dense accum): GB_Cdense_accumb__min_uint8
// C+=A+B function (dense ewise3): GB_Cdense_ewise3_accum__min_uint8
// C=A+B function (dense ewise3): GB_Cdense_ewise3_noaccum__min_uint8
// C=scalar+B GB_bind1st__min_uint8
// C=scalar+B' GB_bind1st_tran__min_uint8
// C=A+scalar GB_bind2nd__min_uint8
// C=A'+scalar GB_bind2nd_tran__min_uint8
// C type: uint8_t
// A type: uint8_t
// B,b type: uint8_t
// BinaryOp: cij = GB_IMIN (aij, bij)
#define GB_ATYPE \
uint8_t
#define GB_BTYPE \
uint8_t
#define GB_CTYPE \
uint8_t
// true if the types of A and B are identical
#define GB_ATYPE_IS_BTYPE \
1
// true if the types of C and A are identical
#define GB_CTYPE_IS_ATYPE \
1
// true if the types of C and B are identical
#define GB_CTYPE_IS_BTYPE \
1
// aij = Ax [pA]
#define GB_GETA(aij,Ax,pA) \
uint8_t aij = Ax [pA]
// bij = Bx [pB]
#define GB_GETB(bij,Bx,pB) \
uint8_t bij = Bx [pB]
// declare scalar of the same type as C
#define GB_CTYPE_SCALAR(t) \
uint8_t t
// cij = Ax [pA]
#define GB_COPY_A_TO_C(cij,Ax,pA) \
cij = Ax [pA]
// cij = Bx [pB]
#define GB_COPY_B_TO_C(cij,Bx,pB) \
cij = Bx [pB]
#define GB_CX(p) Cx [p]
// binary operator
#define GB_BINOP(z, x, y, i, j) \
z = GB_IMIN (x, y) ;
// op is second
#define GB_OP_IS_SECOND \
0
// op is plus_fp32 or plus_fp64
#define GB_OP_IS_PLUS_REAL \
0
// op is minus_fp32 or minus_fp64
#define GB_OP_IS_MINUS_REAL \
0
// GB_cblas_*axpy gateway routine, if it exists for this operator and type:
#define GB_CBLAS_AXPY \
(none)
// do the numerical phases of GB_add and GB_emult
#define GB_PHASE_2_OF_2
// hard-coded loops can be vectorized
#define GB_PRAGMA_SIMD_VECTORIZE GB_PRAGMA_SIMD
// disable this operator and use the generic case if these conditions hold
#define GB_DISABLE \
(GxB_NO_MIN || GxB_NO_UINT8 || GxB_NO_MIN_UINT8)
//------------------------------------------------------------------------------
// C += A+B, all 3 matrices dense
//------------------------------------------------------------------------------
// The op must be MIN, MAX, PLUS, MINUS, RMINUS, TIMES, DIV, or RDIV.
void GB_Cdense_ewise3_accum__min_uint8
(
GrB_Matrix C,
const GrB_Matrix A,
const GrB_Matrix B,
const int nthreads
)
{
#include "GB_dense_ewise3_accum_template.c"
}
//------------------------------------------------------------------------------
// C = A+B, all 3 matrices dense
//------------------------------------------------------------------------------
GrB_Info GB_Cdense_ewise3_noaccum__min_uint8
(
GrB_Matrix C,
const GrB_Matrix A,
const GrB_Matrix B,
const int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
#include "GB_dense_ewise3_noaccum_template.c"
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// C += B, accumulate a sparse matrix into a dense matrix
//------------------------------------------------------------------------------
GrB_Info GB_Cdense_accumB__min_uint8
(
GrB_Matrix C,
const GrB_Matrix B,
const int64_t *GB_RESTRICT kfirst_slice,
const int64_t *GB_RESTRICT klast_slice,
const int64_t *GB_RESTRICT pstart_slice,
const int ntasks,
const int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
{
#include "GB_dense_subassign_23_template.c"
}
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// C += b, accumulate a scalar into a dense matrix
//------------------------------------------------------------------------------
GrB_Info GB_Cdense_accumb__min_uint8
(
GrB_Matrix C,
const GB_void *p_bwork,
const int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
{
// get the scalar b for C += b, of type uint8_t
uint8_t bwork = (*((uint8_t *) p_bwork)) ;
#include "GB_dense_subassign_22_template.c"
return (GrB_SUCCESS) ;
}
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// C = A*D, column scale with diagonal D matrix
//------------------------------------------------------------------------------
GrB_Info GB_AxD__min_uint8
(
GrB_Matrix C,
const GrB_Matrix A, bool A_is_pattern,
const GrB_Matrix D, bool D_is_pattern,
const int64_t *GB_RESTRICT kfirst_slice,
const int64_t *GB_RESTRICT klast_slice,
const int64_t *GB_RESTRICT pstart_slice,
const int ntasks,
const int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
uint8_t *GB_RESTRICT Cx = (uint8_t *) C->x ;
#include "GB_AxB_colscale_meta.c"
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// C = D*B, row scale with diagonal D matrix
//------------------------------------------------------------------------------
GrB_Info GB_DxB__min_uint8
(
GrB_Matrix C,
const GrB_Matrix D, bool D_is_pattern,
const GrB_Matrix B, bool B_is_pattern,
int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
uint8_t *GB_RESTRICT Cx = (uint8_t *) C->x ;
#include "GB_AxB_rowscale_meta.c"
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// eWiseAdd: C = A+B or C<M> = A+B
//------------------------------------------------------------------------------
#undef GB_FREE_ALL
#define GB_FREE_ALL \
{ \
GB_ek_slice_free (&pstart_Mslice, &kfirst_Mslice, &klast_Mslice) ; \
GB_ek_slice_free (&pstart_Aslice, &kfirst_Aslice, &klast_Aslice) ; \
GB_ek_slice_free (&pstart_Bslice, &kfirst_Bslice, &klast_Bslice) ; \
}
GrB_Info GB_AaddB__min_uint8
(
GrB_Matrix C,
const int C_sparsity,
const GrB_Matrix M,
const bool Mask_struct,
const bool Mask_comp,
const GrB_Matrix A,
const GrB_Matrix B,
const bool Ch_is_Mh,
const int64_t *GB_RESTRICT C_to_M,
const int64_t *GB_RESTRICT C_to_A,
const int64_t *GB_RESTRICT C_to_B,
const GB_task_struct *GB_RESTRICT TaskList,
const int C_ntasks,
const int C_nthreads,
GB_Context Context
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
int64_t *pstart_Mslice = NULL, *kfirst_Mslice = NULL, *klast_Mslice = NULL ;
int64_t *pstart_Aslice = NULL, *kfirst_Aslice = NULL, *klast_Aslice = NULL ;
int64_t *pstart_Bslice = NULL, *kfirst_Bslice = NULL, *klast_Bslice = NULL ;
#include "GB_add_template.c"
GB_FREE_ALL ;
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// eWiseMult: C = A.*B or C<M> = A.*B
//------------------------------------------------------------------------------
GrB_Info GB_AemultB__min_uint8
(
GrB_Matrix C,
const int C_sparsity,
const GrB_Matrix M,
const bool Mask_struct,
const bool Mask_comp,
const GrB_Matrix A,
const GrB_Matrix B,
const int64_t *GB_RESTRICT C_to_M,
const int64_t *GB_RESTRICT C_to_A,
const int64_t *GB_RESTRICT C_to_B,
const GB_task_struct *GB_RESTRICT TaskList,
const int C_ntasks,
const int C_nthreads,
GB_Context Context
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
int64_t *pstart_Mslice = NULL, *kfirst_Mslice = NULL, *klast_Mslice = NULL ;
int64_t *pstart_Aslice = NULL, *kfirst_Aslice = NULL, *klast_Aslice = NULL ;
int64_t *pstart_Bslice = NULL, *kfirst_Bslice = NULL, *klast_Bslice = NULL ;
#include "GB_emult_template.c"
GB_FREE_ALL ;
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// Cx = op (x,Bx): apply a binary operator to a matrix with scalar bind1st
//------------------------------------------------------------------------------
GrB_Info GB_bind1st__min_uint8
(
GB_void *Cx_output, // Cx and Bx may be aliased
const GB_void *x_input,
const GB_void *Bx_input,
const int8_t *GB_RESTRICT Bb,
int64_t anz,
int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
uint8_t *Cx = (uint8_t *) Cx_output ;
uint8_t x = (*((uint8_t *) x_input)) ;
uint8_t *Bx = (uint8_t *) Bx_input ;
int64_t p ;
#pragma omp parallel for num_threads(nthreads) schedule(static)
for (p = 0 ; p < anz ; p++)
{
if (!GBB (Bb, p)) continue ;
uint8_t bij = Bx [p] ;
Cx [p] = GB_IMIN (x, bij) ;
}
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// Cx = op (Ax,y): apply a binary operator to a matrix with scalar bind2nd
//------------------------------------------------------------------------------
GrB_Info GB_bind2nd__min_uint8
(
GB_void *Cx_output, // Cx and Ax may be aliased
const GB_void *Ax_input,
const GB_void *y_input,
const int8_t *GB_RESTRICT Ab,
int64_t anz,
int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
int64_t p ;
uint8_t *Cx = (uint8_t *) Cx_output ;
uint8_t *Ax = (uint8_t *) Ax_input ;
uint8_t y = (*((uint8_t *) y_input)) ;
#pragma omp parallel for num_threads(nthreads) schedule(static)
for (p = 0 ; p < anz ; p++)
{
if (!GBB (Ab, p)) continue ;
uint8_t aij = Ax [p] ;
Cx [p] = GB_IMIN (aij, y) ;
}
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// C = op (x, A'): transpose and apply a binary operator
//------------------------------------------------------------------------------
// cij = op (x, aij), no typecasting (in spite of the macro name)
#undef GB_CAST_OP
#define GB_CAST_OP(pC,pA) \
{ \
uint8_t aij = Ax [pA] ; \
Cx [pC] = GB_IMIN (x, aij) ; \
}
GrB_Info GB_bind1st_tran__min_uint8
(
GrB_Matrix C,
const GB_void *x_input,
const GrB_Matrix A,
int64_t *GB_RESTRICT *Workspaces,
const int64_t *GB_RESTRICT A_slice,
int nworkspaces,
int nthreads
)
{
// GB_unop_transpose.c uses GB_ATYPE, but A is
// the 2nd input to binary operator z=f(x,y).
#undef GB_ATYPE
#define GB_ATYPE \
uint8_t
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
uint8_t x = (*((const uint8_t *) x_input)) ;
#include "GB_unop_transpose.c"
return (GrB_SUCCESS) ;
#endif
#undef GB_ATYPE
#define GB_ATYPE \
uint8_t
}
//------------------------------------------------------------------------------
// C = op (A', y): transpose and apply a binary operator
//------------------------------------------------------------------------------
// cij = op (aij, y), no typecasting (in spite of the macro name)
#undef GB_CAST_OP
#define GB_CAST_OP(pC,pA) \
{ \
uint8_t aij = Ax [pA] ; \
Cx [pC] = GB_IMIN (aij, y) ; \
}
GrB_Info GB_bind2nd_tran__min_uint8
(
GrB_Matrix C,
const GrB_Matrix A,
const GB_void *y_input,
int64_t *GB_RESTRICT *Workspaces,
const int64_t *GB_RESTRICT A_slice,
int nworkspaces,
int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
uint8_t y = (*((const uint8_t *) y_input)) ;
#include "GB_unop_transpose.c"
return (GrB_SUCCESS) ;
#endif
}
#endif
|
fx.c | /*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
% FFFFF X X %
% F X X %
% FFF X %
% F X X %
% F X X %
% %
% %
% MagickCore Image Special Effects Methods %
% %
% Software Design %
% Cristy %
% October 1996 %
% %
% %
% Copyright 1999-2018 ImageMagick Studio LLC, a non-profit organization %
% dedicated to making software imaging solutions freely available. %
% %
% You may not use this file except in compliance with the License. You may %
% obtain a copy of the License at %
% %
% https://www.imagemagick.org/script/license.php %
% %
% Unless required by applicable law or agreed to in writing, software %
% distributed under the License is distributed on an "AS IS" BASIS, %
% WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. %
% See the License for the specific language governing permissions and %
% limitations under the License. %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
%
%
*/
/*
Include declarations.
*/
#include "MagickCore/studio.h"
#include "MagickCore/accelerate-private.h"
#include "MagickCore/annotate.h"
#include "MagickCore/artifact.h"
#include "MagickCore/attribute.h"
#include "MagickCore/cache.h"
#include "MagickCore/cache-view.h"
#include "MagickCore/channel.h"
#include "MagickCore/color.h"
#include "MagickCore/color-private.h"
#include "MagickCore/colorspace-private.h"
#include "MagickCore/composite.h"
#include "MagickCore/decorate.h"
#include "MagickCore/distort.h"
#include "MagickCore/draw.h"
#include "MagickCore/effect.h"
#include "MagickCore/enhance.h"
#include "MagickCore/exception.h"
#include "MagickCore/exception-private.h"
#include "MagickCore/fx.h"
#include "MagickCore/fx-private.h"
#include "MagickCore/gem.h"
#include "MagickCore/gem-private.h"
#include "MagickCore/geometry.h"
#include "MagickCore/layer.h"
#include "MagickCore/list.h"
#include "MagickCore/log.h"
#include "MagickCore/image.h"
#include "MagickCore/image-private.h"
#include "MagickCore/magick.h"
#include "MagickCore/memory_.h"
#include "MagickCore/memory-private.h"
#include "MagickCore/monitor.h"
#include "MagickCore/monitor-private.h"
#include "MagickCore/option.h"
#include "MagickCore/pixel.h"
#include "MagickCore/pixel-accessor.h"
#include "MagickCore/property.h"
#include "MagickCore/quantum.h"
#include "MagickCore/quantum-private.h"
#include "MagickCore/random_.h"
#include "MagickCore/random-private.h"
#include "MagickCore/resample.h"
#include "MagickCore/resample-private.h"
#include "MagickCore/resize.h"
#include "MagickCore/resource_.h"
#include "MagickCore/splay-tree.h"
#include "MagickCore/statistic.h"
#include "MagickCore/string_.h"
#include "MagickCore/string-private.h"
#include "MagickCore/thread-private.h"
#include "MagickCore/transform.h"
#include "MagickCore/transform-private.h"
#include "MagickCore/utility.h"
/*
Define declarations.
*/
#define LeftShiftOperator 0xf5U
#define RightShiftOperator 0xf6U
#define LessThanEqualOperator 0xf7U
#define GreaterThanEqualOperator 0xf8U
#define EqualOperator 0xf9U
#define NotEqualOperator 0xfaU
#define LogicalAndOperator 0xfbU
#define LogicalOrOperator 0xfcU
#define ExponentialNotation 0xfdU
struct _FxInfo
{
const Image
*images;
char
*expression;
FILE
*file;
SplayTreeInfo
*colors,
*symbols;
CacheView
**view;
RandomInfo
*random_info;
ExceptionInfo
*exception;
};
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
+ A c q u i r e F x I n f o %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% AcquireFxInfo() allocates the FxInfo structure.
%
% The format of the AcquireFxInfo method is:
%
% FxInfo *AcquireFxInfo(Image *images,const char *expression,
% ExceptionInfo *exception)
%
% A description of each parameter follows:
%
% o images: the image sequence.
%
% o expression: the expression.
%
% o exception: return any errors or warnings in this structure.
%
*/
MagickPrivate FxInfo *AcquireFxInfo(const Image *images,const char *expression,
ExceptionInfo *exception)
{
char
fx_op[2];
const Image
*next;
FxInfo
*fx_info;
register ssize_t
i;
fx_info=(FxInfo *) AcquireCriticalMemory(sizeof(*fx_info));
(void) ResetMagickMemory(fx_info,0,sizeof(*fx_info));
fx_info->exception=AcquireExceptionInfo();
fx_info->images=images;
fx_info->colors=NewSplayTree(CompareSplayTreeString,RelinquishMagickMemory,
RelinquishMagickMemory);
fx_info->symbols=NewSplayTree(CompareSplayTreeString,RelinquishMagickMemory,
RelinquishMagickMemory);
fx_info->view=(CacheView **) AcquireQuantumMemory(GetImageListLength(
fx_info->images),sizeof(*fx_info->view));
if (fx_info->view == (CacheView **) NULL)
ThrowFatalException(ResourceLimitFatalError,"MemoryAllocationFailed");
i=0;
next=GetFirstImageInList(fx_info->images);
for ( ; next != (Image *) NULL; next=next->next)
{
fx_info->view[i]=AcquireVirtualCacheView(next,exception);
i++;
}
fx_info->random_info=AcquireRandomInfo();
fx_info->expression=ConstantString(expression);
fx_info->file=stderr;
(void) SubstituteString(&fx_info->expression," ",""); /* compact string */
/*
Force right-to-left associativity for unary negation.
*/
(void) SubstituteString(&fx_info->expression,"-","-1.0*");
(void) SubstituteString(&fx_info->expression,"^-1.0*","^-");
(void) SubstituteString(&fx_info->expression,"E-1.0*","E-");
(void) SubstituteString(&fx_info->expression,"e-1.0*","e-");
/*
Convert compound to simple operators.
*/
fx_op[1]='\0';
*fx_op=(char) LeftShiftOperator;
(void) SubstituteString(&fx_info->expression,"<<",fx_op);
*fx_op=(char) RightShiftOperator;
(void) SubstituteString(&fx_info->expression,">>",fx_op);
*fx_op=(char) LessThanEqualOperator;
(void) SubstituteString(&fx_info->expression,"<=",fx_op);
*fx_op=(char) GreaterThanEqualOperator;
(void) SubstituteString(&fx_info->expression,">=",fx_op);
*fx_op=(char) EqualOperator;
(void) SubstituteString(&fx_info->expression,"==",fx_op);
*fx_op=(char) NotEqualOperator;
(void) SubstituteString(&fx_info->expression,"!=",fx_op);
*fx_op=(char) LogicalAndOperator;
(void) SubstituteString(&fx_info->expression,"&&",fx_op);
*fx_op=(char) LogicalOrOperator;
(void) SubstituteString(&fx_info->expression,"||",fx_op);
*fx_op=(char) ExponentialNotation;
(void) SubstituteString(&fx_info->expression,"**",fx_op);
return(fx_info);
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
% A d d N o i s e I m a g e %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% AddNoiseImage() adds random noise to the image.
%
% The format of the AddNoiseImage method is:
%
% Image *AddNoiseImage(const Image *image,const NoiseType noise_type,
% const double attenuate,ExceptionInfo *exception)
%
% A description of each parameter follows:
%
% o image: the image.
%
% o channel: the channel type.
%
% o noise_type: The type of noise: Uniform, Gaussian, Multiplicative,
% Impulse, Laplacian, or Poisson.
%
% o attenuate: attenuate the random distribution.
%
% o exception: return any errors or warnings in this structure.
%
*/
MagickExport Image *AddNoiseImage(const Image *image,const NoiseType noise_type,
const double attenuate,ExceptionInfo *exception)
{
#define AddNoiseImageTag "AddNoise/Image"
CacheView
*image_view,
*noise_view;
Image
*noise_image;
MagickBooleanType
status;
MagickOffsetType
progress;
RandomInfo
**magick_restrict random_info;
ssize_t
y;
#if defined(MAGICKCORE_OPENMP_SUPPORT)
unsigned long
key;
#endif
/*
Initialize noise image attributes.
*/
assert(image != (const Image *) NULL);
assert(image->signature == MagickCoreSignature);
if (image->debug != MagickFalse)
(void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename);
assert(exception != (ExceptionInfo *) NULL);
assert(exception->signature == MagickCoreSignature);
#if defined(MAGICKCORE_OPENCL_SUPPORT)
noise_image=AccelerateAddNoiseImage(image,noise_type,attenuate,exception);
if (noise_image != (Image *) NULL)
return(noise_image);
#endif
noise_image=CloneImage(image,image->columns,image->rows,MagickTrue,exception);
if (noise_image == (Image *) NULL)
return((Image *) NULL);
if (SetImageStorageClass(noise_image,DirectClass,exception) == MagickFalse)
{
noise_image=DestroyImage(noise_image);
return((Image *) NULL);
}
/*
Add noise in each row.
*/
status=MagickTrue;
progress=0;
random_info=AcquireRandomInfoThreadSet();
image_view=AcquireVirtualCacheView(image,exception);
noise_view=AcquireAuthenticCacheView(noise_image,exception);
#if defined(MAGICKCORE_OPENMP_SUPPORT)
key=GetRandomSecretKey(random_info[0]);
#pragma omp parallel for schedule(static,4) shared(progress,status) \
magick_number_threads(image,noise_image,image->rows,key == ~0UL)
#endif
for (y=0; y < (ssize_t) image->rows; y++)
{
const int
id = GetOpenMPThreadId();
MagickBooleanType
sync;
register const Quantum
*magick_restrict p;
register ssize_t
x;
register Quantum
*magick_restrict q;
if (status == MagickFalse)
continue;
p=GetCacheViewVirtualPixels(image_view,0,y,image->columns,1,exception);
q=QueueCacheViewAuthenticPixels(noise_view,0,y,noise_image->columns,1,
exception);
if ((p == (const Quantum *) NULL) || (q == (Quantum *) NULL))
{
status=MagickFalse;
continue;
}
for (x=0; x < (ssize_t) image->columns; x++)
{
register ssize_t
i;
for (i=0; i < (ssize_t) GetPixelChannels(image); i++)
{
PixelChannel channel = GetPixelChannelChannel(image,i);
PixelTrait traits = GetPixelChannelTraits(image,channel);
PixelTrait noise_traits=GetPixelChannelTraits(noise_image,channel);
if ((traits == UndefinedPixelTrait) ||
(noise_traits == UndefinedPixelTrait))
continue;
if (((noise_traits & CopyPixelTrait) != 0) ||
(GetPixelWriteMask(image,p) <= (QuantumRange/2)))
{
SetPixelChannel(noise_image,channel,p[i],q);
continue;
}
SetPixelChannel(noise_image,channel,ClampToQuantum(
GenerateDifferentialNoise(random_info[id],p[i],noise_type,attenuate)),
q);
}
p+=GetPixelChannels(image);
q+=GetPixelChannels(noise_image);
}
sync=SyncCacheViewAuthenticPixels(noise_view,exception);
if (sync == MagickFalse)
status=MagickFalse;
if (image->progress_monitor != (MagickProgressMonitor) NULL)
{
MagickBooleanType
proceed;
#if defined(MAGICKCORE_OPENMP_SUPPORT)
#pragma omp critical (MagickCore_AddNoiseImage)
#endif
proceed=SetImageProgress(image,AddNoiseImageTag,progress++,
image->rows);
if (proceed == MagickFalse)
status=MagickFalse;
}
}
noise_view=DestroyCacheView(noise_view);
image_view=DestroyCacheView(image_view);
random_info=DestroyRandomInfoThreadSet(random_info);
if (status == MagickFalse)
noise_image=DestroyImage(noise_image);
return(noise_image);
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
% B l u e S h i f t I m a g e %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% BlueShiftImage() mutes the colors of the image to simulate a scene at
% nighttime in the moonlight.
%
% The format of the BlueShiftImage method is:
%
% Image *BlueShiftImage(const Image *image,const double factor,
% ExceptionInfo *exception)
%
% A description of each parameter follows:
%
% o image: the image.
%
% o factor: the shift factor.
%
% o exception: return any errors or warnings in this structure.
%
*/
MagickExport Image *BlueShiftImage(const Image *image,const double factor,
ExceptionInfo *exception)
{
#define BlueShiftImageTag "BlueShift/Image"
CacheView
*image_view,
*shift_view;
Image
*shift_image;
MagickBooleanType
status;
MagickOffsetType
progress;
ssize_t
y;
/*
Allocate blue shift image.
*/
assert(image != (const Image *) NULL);
assert(image->signature == MagickCoreSignature);
if (image->debug != MagickFalse)
(void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename);
assert(exception != (ExceptionInfo *) NULL);
assert(exception->signature == MagickCoreSignature);
shift_image=CloneImage(image,image->columns,image->rows,MagickTrue,exception);
if (shift_image == (Image *) NULL)
return((Image *) NULL);
if (SetImageStorageClass(shift_image,DirectClass,exception) == MagickFalse)
{
shift_image=DestroyImage(shift_image);
return((Image *) NULL);
}
/*
Blue-shift DirectClass image.
*/
status=MagickTrue;
progress=0;
image_view=AcquireVirtualCacheView(image,exception);
shift_view=AcquireAuthenticCacheView(shift_image,exception);
#if defined(MAGICKCORE_OPENMP_SUPPORT)
#pragma omp parallel for schedule(static,4) shared(progress,status) \
magick_number_threads(image,shift_image,image->rows,1)
#endif
for (y=0; y < (ssize_t) image->rows; y++)
{
MagickBooleanType
sync;
PixelInfo
pixel;
Quantum
quantum;
register const Quantum
*magick_restrict p;
register ssize_t
x;
register Quantum
*magick_restrict q;
if (status == MagickFalse)
continue;
p=GetCacheViewVirtualPixels(image_view,0,y,image->columns,1,exception);
q=QueueCacheViewAuthenticPixels(shift_view,0,y,shift_image->columns,1,
exception);
if ((p == (const Quantum *) NULL) || (q == (Quantum *) NULL))
{
status=MagickFalse;
continue;
}
for (x=0; x < (ssize_t) image->columns; x++)
{
quantum=GetPixelRed(image,p);
if (GetPixelGreen(image,p) < quantum)
quantum=GetPixelGreen(image,p);
if (GetPixelBlue(image,p) < quantum)
quantum=GetPixelBlue(image,p);
pixel.red=0.5*(GetPixelRed(image,p)+factor*quantum);
pixel.green=0.5*(GetPixelGreen(image,p)+factor*quantum);
pixel.blue=0.5*(GetPixelBlue(image,p)+factor*quantum);
quantum=GetPixelRed(image,p);
if (GetPixelGreen(image,p) > quantum)
quantum=GetPixelGreen(image,p);
if (GetPixelBlue(image,p) > quantum)
quantum=GetPixelBlue(image,p);
pixel.red=0.5*(pixel.red+factor*quantum);
pixel.green=0.5*(pixel.green+factor*quantum);
pixel.blue=0.5*(pixel.blue+factor*quantum);
SetPixelRed(shift_image,ClampToQuantum(pixel.red),q);
SetPixelGreen(shift_image,ClampToQuantum(pixel.green),q);
SetPixelBlue(shift_image,ClampToQuantum(pixel.blue),q);
p+=GetPixelChannels(image);
q+=GetPixelChannels(shift_image);
}
sync=SyncCacheViewAuthenticPixels(shift_view,exception);
if (sync == MagickFalse)
status=MagickFalse;
if (image->progress_monitor != (MagickProgressMonitor) NULL)
{
MagickBooleanType
proceed;
#if defined(MAGICKCORE_OPENMP_SUPPORT)
#pragma omp critical (MagickCore_BlueShiftImage)
#endif
proceed=SetImageProgress(image,BlueShiftImageTag,progress++,
image->rows);
if (proceed == MagickFalse)
status=MagickFalse;
}
}
image_view=DestroyCacheView(image_view);
shift_view=DestroyCacheView(shift_view);
if (status == MagickFalse)
shift_image=DestroyImage(shift_image);
return(shift_image);
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
% C h a r c o a l I m a g e %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% CharcoalImage() creates a new image that is a copy of an existing one with
% the edge highlighted. It allocates the memory necessary for the new Image
% structure and returns a pointer to the new image.
%
% The format of the CharcoalImage method is:
%
% Image *CharcoalImage(const Image *image,const double radius,
% const double sigma,ExceptionInfo *exception)
%
% A description of each parameter follows:
%
% o image: the image.
%
% o radius: the radius of the pixel neighborhood.
%
% o sigma: the standard deviation of the Gaussian, in pixels.
%
% o exception: return any errors or warnings in this structure.
%
*/
MagickExport Image *CharcoalImage(const Image *image,const double radius,
const double sigma,ExceptionInfo *exception)
{
Image
*charcoal_image,
*clone_image,
*edge_image;
assert(image != (Image *) NULL);
assert(image->signature == MagickCoreSignature);
if (image->debug != MagickFalse)
(void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename);
assert(exception != (ExceptionInfo *) NULL);
assert(exception->signature == MagickCoreSignature);
clone_image=CloneImage(image,0,0,MagickTrue,exception);
if (clone_image == (Image *) NULL)
return((Image *) NULL);
edge_image=EdgeImage(clone_image,radius,exception);
clone_image=DestroyImage(clone_image);
if (edge_image == (Image *) NULL)
return((Image *) NULL);
charcoal_image=BlurImage(edge_image,radius,sigma,exception);
edge_image=DestroyImage(edge_image);
if (charcoal_image == (Image *) NULL)
return((Image *) NULL);
(void) NormalizeImage(charcoal_image,exception);
(void) NegateImage(charcoal_image,MagickFalse,exception);
(void) GrayscaleImage(charcoal_image,image->intensity,exception);
return(charcoal_image);
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
% C o l o r i z e I m a g e %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% ColorizeImage() blends the fill color with each pixel in the image.
% A percentage blend is specified with opacity. Control the application
% of different color components by specifying a different percentage for
% each component (e.g. 90/100/10 is 90% red, 100% green, and 10% blue).
%
% The format of the ColorizeImage method is:
%
% Image *ColorizeImage(const Image *image,const char *blend,
% const PixelInfo *colorize,ExceptionInfo *exception)
%
% A description of each parameter follows:
%
% o image: the image.
%
% o blend: A character string indicating the level of blending as a
% percentage.
%
% o colorize: A color value.
%
% o exception: return any errors or warnings in this structure.
%
*/
MagickExport Image *ColorizeImage(const Image *image,const char *blend,
const PixelInfo *colorize,ExceptionInfo *exception)
{
#define ColorizeImageTag "Colorize/Image"
#define Colorize(pixel,blend_percentage,colorize) \
(((pixel)*(100.0-(blend_percentage))+(colorize)*(blend_percentage))/100.0)
CacheView
*image_view;
GeometryInfo
geometry_info;
Image
*colorize_image;
MagickBooleanType
status;
MagickOffsetType
progress;
MagickStatusType
flags;
PixelInfo
blend_percentage;
ssize_t
y;
/*
Allocate colorized image.
*/
assert(image != (const Image *) NULL);
assert(image->signature == MagickCoreSignature);
if (image->debug != MagickFalse)
(void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename);
assert(exception != (ExceptionInfo *) NULL);
assert(exception->signature == MagickCoreSignature);
colorize_image=CloneImage(image,0,0,MagickTrue,exception);
if (colorize_image == (Image *) NULL)
return((Image *) NULL);
if (SetImageStorageClass(colorize_image,DirectClass,exception) == MagickFalse)
{
colorize_image=DestroyImage(colorize_image);
return((Image *) NULL);
}
if ((IsGrayColorspace(colorize_image->colorspace) != MagickFalse) ||
(IsPixelInfoGray(colorize) != MagickFalse))
(void) SetImageColorspace(colorize_image,sRGBColorspace,exception);
if ((colorize_image->alpha_trait == UndefinedPixelTrait) &&
(colorize->alpha_trait != UndefinedPixelTrait))
(void) SetImageAlpha(colorize_image,OpaqueAlpha,exception);
if (blend == (const char *) NULL)
return(colorize_image);
GetPixelInfo(colorize_image,&blend_percentage);
flags=ParseGeometry(blend,&geometry_info);
blend_percentage.red=geometry_info.rho;
blend_percentage.green=geometry_info.rho;
blend_percentage.blue=geometry_info.rho;
blend_percentage.black=geometry_info.rho;
blend_percentage.alpha=(MagickRealType) TransparentAlpha;
if ((flags & SigmaValue) != 0)
blend_percentage.green=geometry_info.sigma;
if ((flags & XiValue) != 0)
blend_percentage.blue=geometry_info.xi;
if ((flags & PsiValue) != 0)
blend_percentage.alpha=geometry_info.psi;
if (blend_percentage.colorspace == CMYKColorspace)
{
if ((flags & PsiValue) != 0)
blend_percentage.black=geometry_info.psi;
if ((flags & ChiValue) != 0)
blend_percentage.alpha=geometry_info.chi;
}
/*
Colorize DirectClass image.
*/
status=MagickTrue;
progress=0;
image_view=AcquireVirtualCacheView(colorize_image,exception);
#if defined(MAGICKCORE_OPENMP_SUPPORT)
#pragma omp parallel for schedule(static,4) shared(progress,status) \
magick_number_threads(colorize_image,colorize_image,colorize_image->rows,1)
#endif
for (y=0; y < (ssize_t) colorize_image->rows; y++)
{
MagickBooleanType
sync;
register Quantum
*magick_restrict q;
register ssize_t
x;
if (status == MagickFalse)
continue;
q=GetCacheViewAuthenticPixels(image_view,0,y,colorize_image->columns,1,
exception);
if (q == (Quantum *) NULL)
{
status=MagickFalse;
continue;
}
for (x=0; x < (ssize_t) colorize_image->columns; x++)
{
register ssize_t
i;
for (i=0; i < (ssize_t) GetPixelChannels(colorize_image); i++)
{
PixelTrait traits = GetPixelChannelTraits(colorize_image,
(PixelChannel) i);
if (traits == UndefinedPixelTrait)
continue;
if (((traits & CopyPixelTrait) != 0) ||
(GetPixelWriteMask(colorize_image,q) <= (QuantumRange/2)))
continue;
SetPixelChannel(colorize_image,(PixelChannel) i,ClampToQuantum(
Colorize(q[i],GetPixelInfoChannel(&blend_percentage,(PixelChannel) i),
GetPixelInfoChannel(colorize,(PixelChannel) i))),q);
}
q+=GetPixelChannels(colorize_image);
}
sync=SyncCacheViewAuthenticPixels(image_view,exception);
if (sync == MagickFalse)
status=MagickFalse;
if (image->progress_monitor != (MagickProgressMonitor) NULL)
{
MagickBooleanType
proceed;
#if defined(MAGICKCORE_OPENMP_SUPPORT)
#pragma omp critical (MagickCore_ColorizeImage)
#endif
proceed=SetImageProgress(image,ColorizeImageTag,progress++,
colorize_image->rows);
if (proceed == MagickFalse)
status=MagickFalse;
}
}
image_view=DestroyCacheView(image_view);
if (status == MagickFalse)
colorize_image=DestroyImage(colorize_image);
return(colorize_image);
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
% C o l o r M a t r i x I m a g e %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% ColorMatrixImage() applies color transformation to an image. This method
% permits saturation changes, hue rotation, luminance to alpha, and various
% other effects. Although variable-sized transformation matrices can be used,
% typically one uses a 5x5 matrix for an RGBA image and a 6x6 for CMYKA
% (or RGBA with offsets). The matrix is similar to those used by Adobe Flash
% except offsets are in column 6 rather than 5 (in support of CMYKA images)
% and offsets are normalized (divide Flash offset by 255).
%
% The format of the ColorMatrixImage method is:
%
% Image *ColorMatrixImage(const Image *image,
% const KernelInfo *color_matrix,ExceptionInfo *exception)
%
% A description of each parameter follows:
%
% o image: the image.
%
% o color_matrix: the color matrix.
%
% o exception: return any errors or warnings in this structure.
%
*/
/* FUTURE: modify to make use of a MagickMatrix Mutliply function
That should be provided in "matrix.c"
(ASIDE: actually distorts should do this too but currently doesn't)
*/
MagickExport Image *ColorMatrixImage(const Image *image,
const KernelInfo *color_matrix,ExceptionInfo *exception)
{
#define ColorMatrixImageTag "ColorMatrix/Image"
CacheView
*color_view,
*image_view;
double
ColorMatrix[6][6] =
{
{ 1.0, 0.0, 0.0, 0.0, 0.0, 0.0 },
{ 0.0, 1.0, 0.0, 0.0, 0.0, 0.0 },
{ 0.0, 0.0, 1.0, 0.0, 0.0, 0.0 },
{ 0.0, 0.0, 0.0, 1.0, 0.0, 0.0 },
{ 0.0, 0.0, 0.0, 0.0, 1.0, 0.0 },
{ 0.0, 0.0, 0.0, 0.0, 0.0, 1.0 }
};
Image
*color_image;
MagickBooleanType
status;
MagickOffsetType
progress;
register ssize_t
i;
ssize_t
u,
v,
y;
/*
Map given color_matrix, into a 6x6 matrix RGBKA and a constant
*/
assert(image != (Image *) NULL);
assert(image->signature == MagickCoreSignature);
if (image->debug != MagickFalse)
(void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename);
assert(exception != (ExceptionInfo *) NULL);
assert(exception->signature == MagickCoreSignature);
i=0;
for (v=0; v < (ssize_t) color_matrix->height; v++)
for (u=0; u < (ssize_t) color_matrix->width; u++)
{
if ((v < 6) && (u < 6))
ColorMatrix[v][u]=color_matrix->values[i];
i++;
}
/*
Initialize color image.
*/
color_image=CloneImage(image,0,0,MagickTrue,exception);
if (color_image == (Image *) NULL)
return((Image *) NULL);
if (SetImageStorageClass(color_image,DirectClass,exception) == MagickFalse)
{
color_image=DestroyImage(color_image);
return((Image *) NULL);
}
if (image->debug != MagickFalse)
{
char
format[MagickPathExtent],
*message;
(void) LogMagickEvent(TransformEvent,GetMagickModule(),
" ColorMatrix image with color matrix:");
message=AcquireString("");
for (v=0; v < 6; v++)
{
*message='\0';
(void) FormatLocaleString(format,MagickPathExtent,"%.20g: ",(double) v);
(void) ConcatenateString(&message,format);
for (u=0; u < 6; u++)
{
(void) FormatLocaleString(format,MagickPathExtent,"%+f ",
ColorMatrix[v][u]);
(void) ConcatenateString(&message,format);
}
(void) LogMagickEvent(TransformEvent,GetMagickModule(),"%s",message);
}
message=DestroyString(message);
}
/*
Apply the ColorMatrix to image.
*/
status=MagickTrue;
progress=0;
image_view=AcquireVirtualCacheView(image,exception);
color_view=AcquireAuthenticCacheView(color_image,exception);
#if defined(MAGICKCORE_OPENMP_SUPPORT)
#pragma omp parallel for schedule(static,4) shared(progress,status) \
magick_number_threads(image,color_image,image->rows,1)
#endif
for (y=0; y < (ssize_t) image->rows; y++)
{
PixelInfo
pixel;
register const Quantum
*magick_restrict p;
register Quantum
*magick_restrict q;
register ssize_t
x;
if (status == MagickFalse)
continue;
p=GetCacheViewVirtualPixels(image_view,0,y,image->columns,1,exception);
q=GetCacheViewAuthenticPixels(color_view,0,y,color_image->columns,1,
exception);
if ((p == (const Quantum *) NULL) || (q == (Quantum *) NULL))
{
status=MagickFalse;
continue;
}
GetPixelInfo(image,&pixel);
for (x=0; x < (ssize_t) image->columns; x++)
{
register ssize_t
v;
size_t
height;
GetPixelInfoPixel(image,p,&pixel);
height=color_matrix->height > 6 ? 6UL : color_matrix->height;
for (v=0; v < (ssize_t) height; v++)
{
double
sum;
sum=ColorMatrix[v][0]*GetPixelRed(image,p)+ColorMatrix[v][1]*
GetPixelGreen(image,p)+ColorMatrix[v][2]*GetPixelBlue(image,p);
if (image->colorspace == CMYKColorspace)
sum+=ColorMatrix[v][3]*GetPixelBlack(image,p);
if (image->alpha_trait != UndefinedPixelTrait)
sum+=ColorMatrix[v][4]*GetPixelAlpha(image,p);
sum+=QuantumRange*ColorMatrix[v][5];
switch (v)
{
case 0: pixel.red=sum; break;
case 1: pixel.green=sum; break;
case 2: pixel.blue=sum; break;
case 3: pixel.black=sum; break;
case 4: pixel.alpha=sum; break;
default: break;
}
}
SetPixelViaPixelInfo(color_image,&pixel,q);
p+=GetPixelChannels(image);
q+=GetPixelChannels(color_image);
}
if (SyncCacheViewAuthenticPixels(color_view,exception) == MagickFalse)
status=MagickFalse;
if (image->progress_monitor != (MagickProgressMonitor) NULL)
{
MagickBooleanType
proceed;
#if defined(MAGICKCORE_OPENMP_SUPPORT)
#pragma omp critical (MagickCore_ColorMatrixImage)
#endif
proceed=SetImageProgress(image,ColorMatrixImageTag,progress++,
image->rows);
if (proceed == MagickFalse)
status=MagickFalse;
}
}
color_view=DestroyCacheView(color_view);
image_view=DestroyCacheView(image_view);
if (status == MagickFalse)
color_image=DestroyImage(color_image);
return(color_image);
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
+ D e s t r o y F x I n f o %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% DestroyFxInfo() deallocates memory associated with an FxInfo structure.
%
% The format of the DestroyFxInfo method is:
%
% ImageInfo *DestroyFxInfo(ImageInfo *fx_info)
%
% A description of each parameter follows:
%
% o fx_info: the fx info.
%
*/
MagickPrivate FxInfo *DestroyFxInfo(FxInfo *fx_info)
{
register ssize_t
i;
fx_info->exception=DestroyExceptionInfo(fx_info->exception);
fx_info->expression=DestroyString(fx_info->expression);
fx_info->symbols=DestroySplayTree(fx_info->symbols);
fx_info->colors=DestroySplayTree(fx_info->colors);
for (i=(ssize_t) GetImageListLength(fx_info->images)-1; i >= 0; i--)
fx_info->view[i]=DestroyCacheView(fx_info->view[i]);
fx_info->view=(CacheView **) RelinquishMagickMemory(fx_info->view);
fx_info->random_info=DestroyRandomInfo(fx_info->random_info);
fx_info=(FxInfo *) RelinquishMagickMemory(fx_info);
return(fx_info);
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
+ F x E v a l u a t e C h a n n e l E x p r e s s i o n %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% FxEvaluateChannelExpression() evaluates an expression and returns the
% results.
%
% The format of the FxEvaluateExpression method is:
%
% double FxEvaluateChannelExpression(FxInfo *fx_info,
% const PixelChannel channel,const ssize_t x,const ssize_t y,
% double *alpha,Exceptioninfo *exception)
% double FxEvaluateExpression(FxInfo *fx_info,
% double *alpha,Exceptioninfo *exception)
%
% A description of each parameter follows:
%
% o fx_info: the fx info.
%
% o channel: the channel.
%
% o x,y: the pixel position.
%
% o alpha: the result.
%
% o exception: return any errors or warnings in this structure.
%
*/
static double FxChannelStatistics(FxInfo *fx_info,Image *image,
PixelChannel channel,const char *symbol,ExceptionInfo *exception)
{
ChannelType
channel_mask;
char
key[MagickPathExtent],
statistic[MagickPathExtent];
const char
*value;
register const char
*p;
channel_mask=UndefinedChannel;
for (p=symbol; (*p != '.') && (*p != '\0'); p++) ;
if (*p == '.')
{
ssize_t
option;
option=ParseCommandOption(MagickPixelChannelOptions,MagickTrue,p+1);
if (option >= 0)
{
channel=(PixelChannel) option;
channel_mask=SetPixelChannelMask(image,(ChannelType) (1 << channel));
}
}
(void) FormatLocaleString(key,MagickPathExtent,"%p.%.20g.%s",(void *) image,
(double) channel,symbol);
value=(const char *) GetValueFromSplayTree(fx_info->symbols,key);
if (value != (const char *) NULL)
{
if (channel_mask != UndefinedChannel)
(void) SetPixelChannelMask(image,channel_mask);
return(QuantumScale*StringToDouble(value,(char **) NULL));
}
(void) DeleteNodeFromSplayTree(fx_info->symbols,key);
if (LocaleNCompare(symbol,"depth",5) == 0)
{
size_t
depth;
depth=GetImageDepth(image,exception);
(void) FormatLocaleString(statistic,MagickPathExtent,"%.20g",(double)
depth);
}
if (LocaleNCompare(symbol,"kurtosis",8) == 0)
{
double
kurtosis,
skewness;
(void) GetImageKurtosis(image,&kurtosis,&skewness,exception);
(void) FormatLocaleString(statistic,MagickPathExtent,"%.20g",kurtosis);
}
if (LocaleNCompare(symbol,"maxima",6) == 0)
{
double
maxima,
minima;
(void) GetImageRange(image,&minima,&maxima,exception);
(void) FormatLocaleString(statistic,MagickPathExtent,"%.20g",maxima);
}
if (LocaleNCompare(symbol,"mean",4) == 0)
{
double
mean,
standard_deviation;
(void) GetImageMean(image,&mean,&standard_deviation,exception);
(void) FormatLocaleString(statistic,MagickPathExtent,"%.20g",mean);
}
if (LocaleNCompare(symbol,"minima",6) == 0)
{
double
maxima,
minima;
(void) GetImageRange(image,&minima,&maxima,exception);
(void) FormatLocaleString(statistic,MagickPathExtent,"%.20g",minima);
}
if (LocaleNCompare(symbol,"skewness",8) == 0)
{
double
kurtosis,
skewness;
(void) GetImageKurtosis(image,&kurtosis,&skewness,exception);
(void) FormatLocaleString(statistic,MagickPathExtent,"%.20g",skewness);
}
if (LocaleNCompare(symbol,"standard_deviation",18) == 0)
{
double
mean,
standard_deviation;
(void) GetImageMean(image,&mean,&standard_deviation,exception);
(void) FormatLocaleString(statistic,MagickPathExtent,"%.20g",
standard_deviation);
}
if (channel_mask != UndefinedChannel)
(void) SetPixelChannelMask(image,channel_mask);
(void) AddValueToSplayTree(fx_info->symbols,ConstantString(key),
ConstantString(statistic));
return(QuantumScale*StringToDouble(statistic,(char **) NULL));
}
static double
FxEvaluateSubexpression(FxInfo *,const PixelChannel,const ssize_t,
const ssize_t,const char *,size_t *,double *,ExceptionInfo *);
static MagickOffsetType FxGCD(MagickOffsetType alpha,MagickOffsetType beta)
{
if (beta != 0)
return(FxGCD(beta,alpha % beta));
return(alpha);
}
static inline const char *FxSubexpression(const char *expression,
ExceptionInfo *exception)
{
const char
*subexpression;
register ssize_t
level;
level=0;
subexpression=expression;
while ((*subexpression != '\0') &&
((level != 1) || (strchr(")",(int) *subexpression) == (char *) NULL)))
{
if (strchr("(",(int) *subexpression) != (char *) NULL)
level++;
else
if (strchr(")",(int) *subexpression) != (char *) NULL)
level--;
subexpression++;
}
if (*subexpression == '\0')
(void) ThrowMagickException(exception,GetMagickModule(),OptionError,
"UnbalancedParenthesis","`%s'",expression);
return(subexpression);
}
static double FxGetSymbol(FxInfo *fx_info,const PixelChannel channel,
const ssize_t x,const ssize_t y,const char *expression,
ExceptionInfo *exception)
{
char
*q,
subexpression[MagickPathExtent],
symbol[MagickPathExtent];
const char
*p,
*value;
Image
*image;
MagickBooleanType
status;
PixelInfo
pixel;
double
alpha,
beta;
PointInfo
point;
register ssize_t
i;
size_t
depth,
length,
level;
p=expression;
i=GetImageIndexInList(fx_info->images);
depth=0;
level=0;
point.x=(double) x;
point.y=(double) y;
if (isalpha((int) ((unsigned char) *(p+1))) == 0)
{
if (strchr("suv",(int) *p) != (char *) NULL)
{
switch (*p)
{
case 's':
default:
{
i=GetImageIndexInList(fx_info->images);
break;
}
case 'u': i=0; break;
case 'v': i=1; break;
}
p++;
if (*p == '[')
{
level++;
q=subexpression;
for (p++; *p != '\0'; )
{
if (*p == '[')
level++;
else
if (*p == ']')
{
level--;
if (level == 0)
break;
}
*q++=(*p++);
}
*q='\0';
alpha=FxEvaluateSubexpression(fx_info,channel,x,y,subexpression,
&depth,&beta,exception);
i=(ssize_t) alpha;
p++;
}
if (*p == '.')
p++;
}
if ((*p == 'p') && (isalpha((int) ((unsigned char) *(p+1))) == 0))
{
p++;
if (*p == '{')
{
level++;
q=subexpression;
for (p++; *p != '\0'; )
{
if (*p == '{')
level++;
else
if (*p == '}')
{
level--;
if (level == 0)
break;
}
*q++=(*p++);
}
*q='\0';
alpha=FxEvaluateSubexpression(fx_info,channel,x,y,subexpression,
&depth,&beta,exception);
point.x=alpha;
point.y=beta;
p++;
}
else
if (*p == '[')
{
level++;
q=subexpression;
for (p++; *p != '\0'; )
{
if (*p == '[')
level++;
else
if (*p == ']')
{
level--;
if (level == 0)
break;
}
*q++=(*p++);
}
*q='\0';
alpha=FxEvaluateSubexpression(fx_info,channel,x,y,subexpression,
&depth,&beta,exception);
point.x+=alpha;
point.y+=beta;
p++;
}
if (*p == '.')
p++;
}
}
length=GetImageListLength(fx_info->images);
while (i < 0)
i+=(ssize_t) length;
if (length != 0)
i%=length;
image=GetImageFromList(fx_info->images,i);
if (image == (Image *) NULL)
{
(void) ThrowMagickException(exception,GetMagickModule(),OptionError,
"NoSuchImage","`%s'",expression);
return(0.0);
}
GetPixelInfo(image,&pixel);
status=InterpolatePixelInfo(image,fx_info->view[i],image->interpolate,
point.x,point.y,&pixel,exception);
(void) status;
if ((strlen(p) > 2) && (LocaleCompare(p,"intensity") != 0) &&
(LocaleCompare(p,"luma") != 0) && (LocaleCompare(p,"luminance") != 0) &&
(LocaleCompare(p,"hue") != 0) && (LocaleCompare(p,"saturation") != 0) &&
(LocaleCompare(p,"lightness") != 0))
{
char
name[MagickPathExtent];
(void) CopyMagickString(name,p,MagickPathExtent);
for (q=name+(strlen(name)-1); q > name; q--)
{
if (*q == ')')
break;
if (*q == '.')
{
*q='\0';
break;
}
}
if ((strlen(name) > 2) &&
(GetValueFromSplayTree(fx_info->symbols,name) == (const char *) NULL))
{
PixelInfo
*color;
color=(PixelInfo *) GetValueFromSplayTree(fx_info->colors,name);
if (color != (PixelInfo *) NULL)
{
pixel=(*color);
p+=strlen(name);
}
else
{
MagickBooleanType
status;
status=QueryColorCompliance(name,AllCompliance,&pixel,
fx_info->exception);
if (status != MagickFalse)
{
(void) AddValueToSplayTree(fx_info->colors,ConstantString(
name),ClonePixelInfo(&pixel));
p+=strlen(name);
}
}
}
}
(void) CopyMagickString(symbol,p,MagickPathExtent);
StripString(symbol);
if (*symbol == '\0')
{
switch (channel)
{
case RedPixelChannel: return(QuantumScale*pixel.red);
case GreenPixelChannel: return(QuantumScale*pixel.green);
case BluePixelChannel: return(QuantumScale*pixel.blue);
case BlackPixelChannel:
{
if (image->colorspace != CMYKColorspace)
{
(void) ThrowMagickException(exception,GetMagickModule(),
ImageError,"ColorSeparatedImageRequired","`%s'",
image->filename);
return(0.0);
}
return(QuantumScale*pixel.black);
}
case AlphaPixelChannel:
{
if (pixel.alpha_trait == UndefinedPixelTrait)
return(1.0);
alpha=(double) (QuantumScale*pixel.alpha);
return(alpha);
}
case IndexPixelChannel:
return(0.0);
case IntensityPixelChannel:
{
Quantum
quantum_pixel[MaxPixelChannels];
SetPixelViaPixelInfo(image,&pixel,quantum_pixel);
return(QuantumScale*GetPixelIntensity(image,quantum_pixel));
}
default:
break;
}
(void) ThrowMagickException(exception,GetMagickModule(),OptionError,
"UnableToParseExpression","`%s'",p);
return(0.0);
}
switch (*symbol)
{
case 'A':
case 'a':
{
if (LocaleCompare(symbol,"a") == 0)
return((QuantumScale*pixel.alpha));
break;
}
case 'B':
case 'b':
{
if (LocaleCompare(symbol,"b") == 0)
return(QuantumScale*pixel.blue);
break;
}
case 'C':
case 'c':
{
if (LocaleNCompare(symbol,"channel",7) == 0)
{
GeometryInfo
channel_info;
MagickStatusType
flags;
flags=ParseGeometry(symbol+7,&channel_info);
if (image->colorspace == CMYKColorspace)
switch (channel)
{
case CyanPixelChannel:
{
if ((flags & RhoValue) == 0)
return(0.0);
return(channel_info.rho);
}
case MagentaPixelChannel:
{
if ((flags & SigmaValue) == 0)
return(0.0);
return(channel_info.sigma);
}
case YellowPixelChannel:
{
if ((flags & XiValue) == 0)
return(0.0);
return(channel_info.xi);
}
case BlackPixelChannel:
{
if ((flags & PsiValue) == 0)
return(0.0);
return(channel_info.psi);
}
case AlphaPixelChannel:
{
if ((flags & ChiValue) == 0)
return(0.0);
return(channel_info.chi);
}
default:
return(0.0);
}
switch (channel)
{
case RedPixelChannel:
{
if ((flags & RhoValue) == 0)
return(0.0);
return(channel_info.rho);
}
case GreenPixelChannel:
{
if ((flags & SigmaValue) == 0)
return(0.0);
return(channel_info.sigma);
}
case BluePixelChannel:
{
if ((flags & XiValue) == 0)
return(0.0);
return(channel_info.xi);
}
case BlackPixelChannel:
{
if ((flags & ChiValue) == 0)
return(0.0);
return(channel_info.chi);
}
case AlphaPixelChannel:
{
if ((flags & PsiValue) == 0)
return(0.0);
return(channel_info.psi);
}
default:
return(0.0);
}
}
if (LocaleCompare(symbol,"c") == 0)
return(QuantumScale*pixel.red);
break;
}
case 'D':
case 'd':
{
if (LocaleNCompare(symbol,"depth",5) == 0)
return(FxChannelStatistics(fx_info,image,channel,symbol,exception));
break;
}
case 'G':
case 'g':
{
if (LocaleCompare(symbol,"g") == 0)
return(QuantumScale*pixel.green);
break;
}
case 'K':
case 'k':
{
if (LocaleNCompare(symbol,"kurtosis",8) == 0)
return(FxChannelStatistics(fx_info,image,channel,symbol,exception));
if (LocaleCompare(symbol,"k") == 0)
{
if (image->colorspace != CMYKColorspace)
{
(void) ThrowMagickException(exception,GetMagickModule(),
OptionError,"ColorSeparatedImageRequired","`%s'",
image->filename);
return(0.0);
}
return(QuantumScale*pixel.black);
}
break;
}
case 'H':
case 'h':
{
if (LocaleCompare(symbol,"h") == 0)
return((double) image->rows);
if (LocaleCompare(symbol,"hue") == 0)
{
double
hue,
lightness,
saturation;
ConvertRGBToHSL(pixel.red,pixel.green,pixel.blue,&hue,&saturation,
&lightness);
return(hue);
}
break;
}
case 'I':
case 'i':
{
if ((LocaleCompare(symbol,"image.depth") == 0) ||
(LocaleCompare(symbol,"image.minima") == 0) ||
(LocaleCompare(symbol,"image.maxima") == 0) ||
(LocaleCompare(symbol,"image.mean") == 0) ||
(LocaleCompare(symbol,"image.kurtosis") == 0) ||
(LocaleCompare(symbol,"image.skewness") == 0) ||
(LocaleCompare(symbol,"image.standard_deviation") == 0))
return(FxChannelStatistics(fx_info,image,channel,symbol+6,exception));
if (LocaleCompare(symbol,"image.resolution.x") == 0)
return(image->resolution.x);
if (LocaleCompare(symbol,"image.resolution.y") == 0)
return(image->resolution.y);
if (LocaleCompare(symbol,"intensity") == 0)
{
Quantum
quantum_pixel[MaxPixelChannels];
SetPixelViaPixelInfo(image,&pixel,quantum_pixel);
return(QuantumScale*GetPixelIntensity(image,quantum_pixel));
}
if (LocaleCompare(symbol,"i") == 0)
return((double) x);
break;
}
case 'J':
case 'j':
{
if (LocaleCompare(symbol,"j") == 0)
return((double) y);
break;
}
case 'L':
case 'l':
{
if (LocaleCompare(symbol,"lightness") == 0)
{
double
hue,
lightness,
saturation;
ConvertRGBToHSL(pixel.red,pixel.green,pixel.blue,&hue,&saturation,
&lightness);
return(lightness);
}
if (LocaleCompare(symbol,"luma") == 0)
{
double
luma;
luma=0.212656*pixel.red+0.715158*pixel.green+0.072186*pixel.blue;
return(QuantumScale*luma);
}
if (LocaleCompare(symbol,"luminance") == 0)
{
double
luminence;
luminence=0.212656*pixel.red+0.715158*pixel.green+0.072186*pixel.blue;
return(QuantumScale*luminence);
}
break;
}
case 'M':
case 'm':
{
if (LocaleNCompare(symbol,"maxima",6) == 0)
return(FxChannelStatistics(fx_info,image,channel,symbol,exception));
if (LocaleNCompare(symbol,"mean",4) == 0)
return(FxChannelStatistics(fx_info,image,channel,symbol,exception));
if (LocaleNCompare(symbol,"minima",6) == 0)
return(FxChannelStatistics(fx_info,image,channel,symbol,exception));
if (LocaleCompare(symbol,"m") == 0)
return(QuantumScale*pixel.green);
break;
}
case 'N':
case 'n':
{
if (LocaleCompare(symbol,"n") == 0)
return((double) GetImageListLength(fx_info->images));
break;
}
case 'O':
case 'o':
{
if (LocaleCompare(symbol,"o") == 0)
return(QuantumScale*pixel.alpha);
break;
}
case 'P':
case 'p':
{
if (LocaleCompare(symbol,"page.height") == 0)
return((double) image->page.height);
if (LocaleCompare(symbol,"page.width") == 0)
return((double) image->page.width);
if (LocaleCompare(symbol,"page.x") == 0)
return((double) image->page.x);
if (LocaleCompare(symbol,"page.y") == 0)
return((double) image->page.y);
break;
}
case 'Q':
case 'q':
{
if (LocaleCompare(symbol,"quality") == 0)
return((double) image->quality);
break;
}
case 'R':
case 'r':
{
if (LocaleCompare(symbol,"resolution.x") == 0)
return(image->resolution.x);
if (LocaleCompare(symbol,"resolution.y") == 0)
return(image->resolution.y);
if (LocaleCompare(symbol,"r") == 0)
return(QuantumScale*pixel.red);
break;
}
case 'S':
case 's':
{
if (LocaleCompare(symbol,"saturation") == 0)
{
double
hue,
lightness,
saturation;
ConvertRGBToHSL(pixel.red,pixel.green,pixel.blue,&hue,&saturation,
&lightness);
return(saturation);
}
if (LocaleNCompare(symbol,"skewness",8) == 0)
return(FxChannelStatistics(fx_info,image,channel,symbol,exception));
if (LocaleNCompare(symbol,"standard_deviation",18) == 0)
return(FxChannelStatistics(fx_info,image,channel,symbol,exception));
break;
}
case 'T':
case 't':
{
if (LocaleCompare(symbol,"t") == 0)
return((double) GetImageIndexInList(fx_info->images));
break;
}
case 'W':
case 'w':
{
if (LocaleCompare(symbol,"w") == 0)
return((double) image->columns);
break;
}
case 'Y':
case 'y':
{
if (LocaleCompare(symbol,"y") == 0)
return(QuantumScale*pixel.blue);
break;
}
case 'Z':
case 'z':
{
if (LocaleCompare(symbol,"z") == 0)
return((double)GetImageDepth(image, fx_info->exception));
break;
}
default:
break;
}
value=(const char *) GetValueFromSplayTree(fx_info->symbols,symbol);
if (value != (const char *) NULL)
return(StringToDouble(value,(char **) NULL));
(void) ThrowMagickException(exception,GetMagickModule(),OptionError,
"UnableToParseExpression","`%s'",symbol);
return(0.0);
}
static const char *FxOperatorPrecedence(const char *expression,
ExceptionInfo *exception)
{
typedef enum
{
UndefinedPrecedence,
NullPrecedence,
BitwiseComplementPrecedence,
ExponentPrecedence,
ExponentialNotationPrecedence,
MultiplyPrecedence,
AdditionPrecedence,
ShiftPrecedence,
RelationalPrecedence,
EquivalencyPrecedence,
BitwiseAndPrecedence,
BitwiseOrPrecedence,
LogicalAndPrecedence,
LogicalOrPrecedence,
TernaryPrecedence,
AssignmentPrecedence,
CommaPrecedence,
SeparatorPrecedence
} FxPrecedence;
FxPrecedence
precedence,
target;
register const char
*subexpression;
register int
c;
size_t
level;
c=0;
level=0;
subexpression=(const char *) NULL;
target=NullPrecedence;
while (*expression != '\0')
{
precedence=UndefinedPrecedence;
if ((isspace((int) ((unsigned char) *expression)) != 0) || (c == (int) '@'))
{
expression++;
continue;
}
switch (*expression)
{
case 'A':
case 'a':
{
#if defined(MAGICKCORE_HAVE_ACOSH)
if (LocaleNCompare(expression,"acosh",5) == 0)
{
expression+=5;
break;
}
#endif
#if defined(MAGICKCORE_HAVE_ASINH)
if (LocaleNCompare(expression,"asinh",5) == 0)
{
expression+=5;
break;
}
#endif
#if defined(MAGICKCORE_HAVE_ATANH)
if (LocaleNCompare(expression,"atanh",5) == 0)
{
expression+=5;
break;
}
#endif
if (LocaleNCompare(expression,"atan2",5) == 0)
{
expression+=5;
break;
}
break;
}
case 'E':
case 'e':
{
if ((isdigit((int) ((unsigned char) c)) != 0) &&
((LocaleNCompare(expression,"E+",2) == 0) ||
(LocaleNCompare(expression,"E-",2) == 0)))
{
expression+=2; /* scientific notation */
break;
}
}
case 'J':
case 'j':
{
if ((LocaleNCompare(expression,"j0",2) == 0) ||
(LocaleNCompare(expression,"j1",2) == 0))
{
expression+=2;
break;
}
break;
}
case '#':
{
while (isxdigit((int) ((unsigned char) *(expression+1))) != 0)
expression++;
break;
}
default:
break;
}
if ((c == (int) '{') || (c == (int) '['))
level++;
else
if ((c == (int) '}') || (c == (int) ']'))
level--;
if (level == 0)
switch ((unsigned char) *expression)
{
case '~':
case '!':
{
precedence=BitwiseComplementPrecedence;
break;
}
case '^':
case '@':
{
precedence=ExponentPrecedence;
break;
}
default:
{
if (((c != 0) && ((isdigit((int) ((unsigned char) c)) != 0) ||
(strchr(")",(int) ((unsigned char) c)) != (char *) NULL))) &&
(((islower((int) ((unsigned char) *expression)) != 0) ||
(strchr("(",(int) ((unsigned char) *expression)) != (char *) NULL)) ||
((isdigit((int) ((unsigned char) c)) == 0) &&
(isdigit((int) ((unsigned char) *expression)) != 0))) &&
(strchr("xy",(int) ((unsigned char) *expression)) == (char *) NULL))
precedence=MultiplyPrecedence;
break;
}
case '*':
case '/':
case '%':
{
precedence=MultiplyPrecedence;
break;
}
case '+':
case '-':
{
if ((strchr("(+-/*%:&^|<>~,",c) == (char *) NULL) ||
(isalpha(c) != 0))
precedence=AdditionPrecedence;
break;
}
case LeftShiftOperator:
case RightShiftOperator:
{
precedence=ShiftPrecedence;
break;
}
case '<':
case LessThanEqualOperator:
case GreaterThanEqualOperator:
case '>':
{
precedence=RelationalPrecedence;
break;
}
case EqualOperator:
case NotEqualOperator:
{
precedence=EquivalencyPrecedence;
break;
}
case '&':
{
precedence=BitwiseAndPrecedence;
break;
}
case '|':
{
precedence=BitwiseOrPrecedence;
break;
}
case LogicalAndOperator:
{
precedence=LogicalAndPrecedence;
break;
}
case LogicalOrOperator:
{
precedence=LogicalOrPrecedence;
break;
}
case ExponentialNotation:
{
precedence=ExponentialNotationPrecedence;
break;
}
case ':':
case '?':
{
precedence=TernaryPrecedence;
break;
}
case '=':
{
precedence=AssignmentPrecedence;
break;
}
case ',':
{
precedence=CommaPrecedence;
break;
}
case ';':
{
precedence=SeparatorPrecedence;
break;
}
}
if ((precedence == BitwiseComplementPrecedence) ||
(precedence == TernaryPrecedence) ||
(precedence == AssignmentPrecedence))
{
if (precedence > target)
{
/*
Right-to-left associativity.
*/
target=precedence;
subexpression=expression;
}
}
else
if (precedence >= target)
{
/*
Left-to-right associativity.
*/
target=precedence;
subexpression=expression;
}
if (strchr("(",(int) *expression) != (char *) NULL)
expression=FxSubexpression(expression,exception);
c=(int) (*expression++);
}
return(subexpression);
}
static double FxEvaluateSubexpression(FxInfo *fx_info,
const PixelChannel channel,const ssize_t x,const ssize_t y,
const char *expression,size_t *depth,double *beta,ExceptionInfo *exception)
{
#define FxMaxParenthesisDepth 58
char
*q,
subexpression[MagickPathExtent];
double
alpha,
gamma;
register const char
*p;
*beta=0.0;
if (exception->severity >= ErrorException)
return(0.0);
while (isspace((int) ((unsigned char) *expression)) != 0)
expression++;
if (*expression == '\0')
return(0.0);
*subexpression='\0';
p=FxOperatorPrecedence(expression,exception);
if (p != (const char *) NULL)
{
(void) CopyMagickString(subexpression,expression,(size_t)
(p-expression+1));
alpha=FxEvaluateSubexpression(fx_info,channel,x,y,subexpression,depth,
beta,exception);
switch ((unsigned char) *p)
{
case '~':
{
*beta=FxEvaluateSubexpression(fx_info,channel,x,y,++p,depth,beta,
exception);
*beta=(double) (~(size_t) *beta);
return(*beta);
}
case '!':
{
*beta=FxEvaluateSubexpression(fx_info,channel,x,y,++p,depth,beta,
exception);
return(*beta == 0.0 ? 1.0 : 0.0);
}
case '^':
{
*beta=pow(alpha,FxEvaluateSubexpression(fx_info,channel,x,y,++p,depth,
beta,exception));
return(*beta);
}
case '*':
case ExponentialNotation:
{
*beta=FxEvaluateSubexpression(fx_info,channel,x,y,++p,depth,beta,
exception);
return(alpha*(*beta));
}
case '/':
{
*beta=FxEvaluateSubexpression(fx_info,channel,x,y,++p,depth,beta,
exception);
if (*beta == 0.0)
{
(void) ThrowMagickException(exception,GetMagickModule(),
OptionError,"DivideByZero","`%s'",expression);
return(0.0);
}
return(alpha/(*beta));
}
case '%':
{
*beta=FxEvaluateSubexpression(fx_info,channel,x,y,++p,depth,beta,
exception);
*beta=fabs(floor((*beta)+0.5));
if (*beta == 0.0)
{
(void) ThrowMagickException(exception,GetMagickModule(),
OptionError,"DivideByZero","`%s'",expression);
return(0.0);
}
return(fmod(alpha,*beta));
}
case '+':
{
*beta=FxEvaluateSubexpression(fx_info,channel,x,y,++p,depth,beta,
exception);
return(alpha+(*beta));
}
case '-':
{
*beta=FxEvaluateSubexpression(fx_info,channel,x,y,++p,depth,beta,
exception);
return(alpha-(*beta));
}
case LeftShiftOperator:
{
gamma=FxEvaluateSubexpression(fx_info,channel,x,y,++p,depth,beta,
exception);
*beta=(double) ((size_t) (alpha+0.5) << (size_t) (gamma+0.5));
return(*beta);
}
case RightShiftOperator:
{
gamma=FxEvaluateSubexpression(fx_info,channel,x,y,++p,depth,beta,
exception);
*beta=(double) ((size_t) (alpha+0.5) >> (size_t) (gamma+0.5));
return(*beta);
}
case '<':
{
*beta=FxEvaluateSubexpression(fx_info,channel,x,y,++p,depth,beta,
exception);
return(alpha < *beta ? 1.0 : 0.0);
}
case LessThanEqualOperator:
{
*beta=FxEvaluateSubexpression(fx_info,channel,x,y,++p,depth,beta,
exception);
return(alpha <= *beta ? 1.0 : 0.0);
}
case '>':
{
*beta=FxEvaluateSubexpression(fx_info,channel,x,y,++p,depth,beta,
exception);
return(alpha > *beta ? 1.0 : 0.0);
}
case GreaterThanEqualOperator:
{
*beta=FxEvaluateSubexpression(fx_info,channel,x,y,++p,depth,beta,
exception);
return(alpha >= *beta ? 1.0 : 0.0);
}
case EqualOperator:
{
*beta=FxEvaluateSubexpression(fx_info,channel,x,y,++p,depth,beta,
exception);
return(fabs(alpha-(*beta)) < MagickEpsilon ? 1.0 : 0.0);
}
case NotEqualOperator:
{
*beta=FxEvaluateSubexpression(fx_info,channel,x,y,++p,depth,beta,
exception);
return(fabs(alpha-(*beta)) >= MagickEpsilon ? 1.0 : 0.0);
}
case '&':
{
gamma=FxEvaluateSubexpression(fx_info,channel,x,y,++p,depth,beta,
exception);
*beta=(double) ((size_t) (alpha+0.5) & (size_t) (gamma+0.5));
return(*beta);
}
case '|':
{
gamma=FxEvaluateSubexpression(fx_info,channel,x,y,++p,depth,beta,
exception);
*beta=(double) ((size_t) (alpha+0.5) | (size_t) (gamma+0.5));
return(*beta);
}
case LogicalAndOperator:
{
p++;
if (alpha <= 0.0)
{
*beta=0.0;
return(*beta);
}
gamma=FxEvaluateSubexpression(fx_info,channel,x,y,p,depth,beta,
exception);
*beta=(gamma > 0.0) ? 1.0 : 0.0;
return(*beta);
}
case LogicalOrOperator:
{
p++;
if (alpha > 0.0)
{
*beta=1.0;
return(*beta);
}
gamma=FxEvaluateSubexpression(fx_info,channel,x,y,p,depth,beta,
exception);
*beta=(gamma > 0.0) ? 1.0 : 0.0;
return(*beta);
}
case '?':
{
(void) CopyMagickString(subexpression,++p,MagickPathExtent);
q=subexpression;
p=StringToken(":",&q);
if (q == (char *) NULL)
{
(void) ThrowMagickException(exception,GetMagickModule(),
OptionError,"UnableToParseExpression","`%s'",subexpression);
return(0.0);
}
if (fabs(alpha) >= MagickEpsilon)
gamma=FxEvaluateSubexpression(fx_info,channel,x,y,p,depth,beta,
exception);
else
gamma=FxEvaluateSubexpression(fx_info,channel,x,y,q,depth,beta,
exception);
return(gamma);
}
case '=':
{
char
numeric[MagickPathExtent];
q=subexpression;
while (isalpha((int) ((unsigned char) *q)) != 0)
q++;
if (*q != '\0')
{
(void) ThrowMagickException(exception,GetMagickModule(),
OptionError,"UnableToParseExpression","`%s'",subexpression);
return(0.0);
}
ClearMagickException(exception);
*beta=FxEvaluateSubexpression(fx_info,channel,x,y,++p,depth,beta,
exception);
(void) FormatLocaleString(numeric,MagickPathExtent,"%.20g",*beta);
(void) DeleteNodeFromSplayTree(fx_info->symbols,subexpression);
(void) AddValueToSplayTree(fx_info->symbols,ConstantString(
subexpression),ConstantString(numeric));
return(*beta);
}
case ',':
{
*beta=FxEvaluateSubexpression(fx_info,channel,x,y,++p,depth,beta,
exception);
return(alpha);
}
case ';':
{
*beta=FxEvaluateSubexpression(fx_info,channel,x,y,++p,depth,beta,
exception);
return(*beta);
}
default:
{
gamma=alpha*FxEvaluateSubexpression(fx_info,channel,x,y,p,depth,beta,
exception);
return(gamma);
}
}
}
if (strchr("(",(int) *expression) != (char *) NULL)
{
(*depth)++;
if (*depth >= FxMaxParenthesisDepth)
(void) ThrowMagickException(exception,GetMagickModule(),OptionError,
"ParenthesisNestedTooDeeply","`%s'",expression);
(void) CopyMagickString(subexpression,expression+1,MagickPathExtent);
subexpression[strlen(subexpression)-1]='\0';
gamma=FxEvaluateSubexpression(fx_info,channel,x,y,subexpression,depth,
beta,exception);
(*depth)--;
return(gamma);
}
switch (*expression)
{
case '+':
{
gamma=FxEvaluateSubexpression(fx_info,channel,x,y,expression+1,depth,beta,
exception);
return(1.0*gamma);
}
case '-':
{
gamma=FxEvaluateSubexpression(fx_info,channel,x,y,expression+1,depth,beta,
exception);
return(-1.0*gamma);
}
case '~':
{
gamma=FxEvaluateSubexpression(fx_info,channel,x,y,expression+1,depth,beta,
exception);
return((double) (~(size_t) (gamma+0.5)));
}
case 'A':
case 'a':
{
if (LocaleNCompare(expression,"abs",3) == 0)
{
alpha=FxEvaluateSubexpression(fx_info,channel,x,y,expression+3,depth,
beta,exception);
return(fabs(alpha));
}
#if defined(MAGICKCORE_HAVE_ACOSH)
if (LocaleNCompare(expression,"acosh",5) == 0)
{
alpha=FxEvaluateSubexpression(fx_info,channel,x,y,expression+5,depth,
beta,exception);
return(acosh(alpha));
}
#endif
if (LocaleNCompare(expression,"acos",4) == 0)
{
alpha=FxEvaluateSubexpression(fx_info,channel,x,y,expression+4,depth,
beta,exception);
return(acos(alpha));
}
#if defined(MAGICKCORE_HAVE_J1)
if (LocaleNCompare(expression,"airy",4) == 0)
{
alpha=FxEvaluateSubexpression(fx_info,channel,x,y,expression+4,depth,
beta,exception);
if (alpha == 0.0)
return(1.0);
gamma=2.0*j1((MagickPI*alpha))/(MagickPI*alpha);
return(gamma*gamma);
}
#endif
#if defined(MAGICKCORE_HAVE_ASINH)
if (LocaleNCompare(expression,"asinh",5) == 0)
{
alpha=FxEvaluateSubexpression(fx_info,channel,x,y,expression+5,depth,
beta,exception);
return(asinh(alpha));
}
#endif
if (LocaleNCompare(expression,"asin",4) == 0)
{
alpha=FxEvaluateSubexpression(fx_info,channel,x,y,expression+4,depth,
beta,exception);
return(asin(alpha));
}
if (LocaleNCompare(expression,"alt",3) == 0)
{
alpha=FxEvaluateSubexpression(fx_info,channel,x,y,expression+3,depth,
beta,exception);
return(((ssize_t) alpha) & 0x01 ? -1.0 : 1.0);
}
if (LocaleNCompare(expression,"atan2",5) == 0)
{
alpha=FxEvaluateSubexpression(fx_info,channel,x,y,expression+5,depth,
beta,exception);
return(atan2(alpha,*beta));
}
#if defined(MAGICKCORE_HAVE_ATANH)
if (LocaleNCompare(expression,"atanh",5) == 0)
{
alpha=FxEvaluateSubexpression(fx_info,channel,x,y,expression+5,depth,
beta,exception);
return(atanh(alpha));
}
#endif
if (LocaleNCompare(expression,"atan",4) == 0)
{
alpha=FxEvaluateSubexpression(fx_info,channel,x,y,expression+4,depth,
beta,exception);
return(atan(alpha));
}
if (LocaleCompare(expression,"a") == 0)
return(FxGetSymbol(fx_info,channel,x,y,expression,exception));
break;
}
case 'B':
case 'b':
{
if (LocaleCompare(expression,"b") == 0)
return(FxGetSymbol(fx_info,channel,x,y,expression,exception));
break;
}
case 'C':
case 'c':
{
if (LocaleNCompare(expression,"ceil",4) == 0)
{
alpha=FxEvaluateSubexpression(fx_info,channel,x,y,expression+4,depth,
beta,exception);
return(ceil(alpha));
}
if (LocaleNCompare(expression,"clamp",5) == 0)
{
alpha=FxEvaluateSubexpression(fx_info,channel,x,y,expression+5,depth,
beta,exception);
if (alpha < 0.0)
return(0.0);
if (alpha > 1.0)
return(1.0);
return(alpha);
}
if (LocaleNCompare(expression,"cosh",4) == 0)
{
alpha=FxEvaluateSubexpression(fx_info,channel,x,y,expression+4,depth,
beta,exception);
return(cosh(alpha));
}
if (LocaleNCompare(expression,"cos",3) == 0)
{
alpha=FxEvaluateSubexpression(fx_info,channel,x,y,expression+3,depth,
beta,exception);
return(cos(alpha));
}
if (LocaleCompare(expression,"c") == 0)
return(FxGetSymbol(fx_info,channel,x,y,expression,exception));
break;
}
case 'D':
case 'd':
{
if (LocaleNCompare(expression,"debug",5) == 0)
{
const char
*type;
alpha=FxEvaluateSubexpression(fx_info,channel,x,y,expression+5,depth,
beta,exception);
if (fx_info->images->colorspace == CMYKColorspace)
switch (channel)
{
case CyanPixelChannel: type="cyan"; break;
case MagentaPixelChannel: type="magenta"; break;
case YellowPixelChannel: type="yellow"; break;
case AlphaPixelChannel: type="opacity"; break;
case BlackPixelChannel: type="black"; break;
default: type="unknown"; break;
}
else
switch (channel)
{
case RedPixelChannel: type="red"; break;
case GreenPixelChannel: type="green"; break;
case BluePixelChannel: type="blue"; break;
case AlphaPixelChannel: type="opacity"; break;
default: type="unknown"; break;
}
(void) CopyMagickString(subexpression,expression+6,MagickPathExtent);
if (strlen(subexpression) > 1)
subexpression[strlen(subexpression)-1]='\0';
if (fx_info->file != (FILE *) NULL)
(void) FormatLocaleFile(fx_info->file,"%s[%.20g,%.20g].%s: "
"%s=%.*g\n",fx_info->images->filename,(double) x,(double) y,type,
subexpression,GetMagickPrecision(),alpha);
return(0.0);
}
if (LocaleNCompare(expression,"drc",3) == 0)
{
alpha=FxEvaluateSubexpression(fx_info,channel,x,y,expression+3,depth,
beta,exception);
return((alpha/(*beta*(alpha-1.0)+1.0)));
}
break;
}
case 'E':
case 'e':
{
if (LocaleCompare(expression,"epsilon") == 0)
return(MagickEpsilon);
#if defined(MAGICKCORE_HAVE_ERF)
if (LocaleNCompare(expression,"erf",3) == 0)
{
alpha=FxEvaluateSubexpression(fx_info,channel,x,y,expression+3,depth,
beta,exception);
return(erf(alpha));
}
#endif
if (LocaleNCompare(expression,"exp",3) == 0)
{
alpha=FxEvaluateSubexpression(fx_info,channel,x,y,expression+3,depth,
beta,exception);
return(exp(alpha));
}
if (LocaleCompare(expression,"e") == 0)
return(2.7182818284590452354);
break;
}
case 'F':
case 'f':
{
if (LocaleNCompare(expression,"floor",5) == 0)
{
alpha=FxEvaluateSubexpression(fx_info,channel,x,y,expression+5,depth,
beta,exception);
return(floor(alpha));
}
break;
}
case 'G':
case 'g':
{
if (LocaleNCompare(expression,"gauss",5) == 0)
{
alpha=FxEvaluateSubexpression(fx_info,channel,x,y,expression+5,depth,
beta,exception);
gamma=exp((-alpha*alpha/2.0))/sqrt(2.0*MagickPI);
return(gamma);
}
if (LocaleNCompare(expression,"gcd",3) == 0)
{
MagickOffsetType
gcd;
alpha=FxEvaluateSubexpression(fx_info,channel,x,y,expression+3,depth,
beta,exception);
gcd=FxGCD((MagickOffsetType) (alpha+0.5),(MagickOffsetType) (*beta+
0.5));
return((double) gcd);
}
if (LocaleCompare(expression,"g") == 0)
return(FxGetSymbol(fx_info,channel,x,y,expression,exception));
break;
}
case 'H':
case 'h':
{
if (LocaleCompare(expression,"h") == 0)
return(FxGetSymbol(fx_info,channel,x,y,expression,exception));
if (LocaleCompare(expression,"hue") == 0)
return(FxGetSymbol(fx_info,channel,x,y,expression,exception));
if (LocaleNCompare(expression,"hypot",5) == 0)
{
alpha=FxEvaluateSubexpression(fx_info,channel,x,y,expression+5,depth,
beta,exception);
return(hypot(alpha,*beta));
}
break;
}
case 'K':
case 'k':
{
if (LocaleCompare(expression,"k") == 0)
return(FxGetSymbol(fx_info,channel,x,y,expression,exception));
break;
}
case 'I':
case 'i':
{
if (LocaleCompare(expression,"intensity") == 0)
return(FxGetSymbol(fx_info,channel,x,y,expression,exception));
if (LocaleNCompare(expression,"int",3) == 0)
{
alpha=FxEvaluateSubexpression(fx_info,channel,x,y,expression+3,depth,
beta,exception);
return(floor(alpha));
}
if (LocaleNCompare(expression,"isnan",5) == 0)
{
alpha=FxEvaluateSubexpression(fx_info,channel,x,y,expression+5,depth,
beta,exception);
return((double) !!IsNaN(alpha));
}
if (LocaleCompare(expression,"i") == 0)
return(FxGetSymbol(fx_info,channel,x,y,expression,exception));
break;
}
case 'J':
case 'j':
{
if (LocaleCompare(expression,"j") == 0)
return(FxGetSymbol(fx_info,channel,x,y,expression,exception));
#if defined(MAGICKCORE_HAVE_J0)
if (LocaleNCompare(expression,"j0",2) == 0)
{
alpha=FxEvaluateSubexpression(fx_info,channel,x,y,expression+2,depth,
beta,exception);
return(j0(alpha));
}
#endif
#if defined(MAGICKCORE_HAVE_J1)
if (LocaleNCompare(expression,"j1",2) == 0)
{
alpha=FxEvaluateSubexpression(fx_info,channel,x,y,expression+2,depth,
beta,exception);
return(j1(alpha));
}
#endif
#if defined(MAGICKCORE_HAVE_J1)
if (LocaleNCompare(expression,"jinc",4) == 0)
{
alpha=FxEvaluateSubexpression(fx_info,channel,x,y,expression+4,depth,
beta,exception);
if (alpha == 0.0)
return(1.0);
gamma=(2.0*j1((MagickPI*alpha))/(MagickPI*alpha));
return(gamma);
}
#endif
break;
}
case 'L':
case 'l':
{
if (LocaleNCompare(expression,"ln",2) == 0)
{
alpha=FxEvaluateSubexpression(fx_info,channel,x,y,expression+2,depth,
beta,exception);
return(log(alpha));
}
if (LocaleNCompare(expression,"logtwo",6) == 0)
{
alpha=FxEvaluateSubexpression(fx_info,channel,x,y,expression+6,depth,
beta,exception);
return(log10(alpha))/log10(2.0);
}
if (LocaleNCompare(expression,"log",3) == 0)
{
alpha=FxEvaluateSubexpression(fx_info,channel,x,y,expression+3,depth,
beta,exception);
return(log10(alpha));
}
if (LocaleCompare(expression,"lightness") == 0)
return(FxGetSymbol(fx_info,channel,x,y,expression,exception));
break;
}
case 'M':
case 'm':
{
if (LocaleCompare(expression,"MaxRGB") == 0)
return(QuantumRange);
if (LocaleNCompare(expression,"maxima",6) == 0)
break;
if (LocaleNCompare(expression,"max",3) == 0)
{
alpha=FxEvaluateSubexpression(fx_info,channel,x,y,expression+3,depth,
beta,exception);
return(alpha > *beta ? alpha : *beta);
}
if (LocaleNCompare(expression,"minima",6) == 0)
break;
if (LocaleNCompare(expression,"min",3) == 0)
{
alpha=FxEvaluateSubexpression(fx_info,channel,x,y,expression+3,depth,
beta,exception);
return(alpha < *beta ? alpha : *beta);
}
if (LocaleNCompare(expression,"mod",3) == 0)
{
alpha=FxEvaluateSubexpression(fx_info,channel,x,y,expression+3,depth,
beta,exception);
gamma=alpha-floor((alpha/(*beta)))*(*beta);
return(gamma);
}
if (LocaleCompare(expression,"m") == 0)
return(FxGetSymbol(fx_info,channel,x,y,expression,exception));
break;
}
case 'N':
case 'n':
{
if (LocaleNCompare(expression,"not",3) == 0)
{
alpha=FxEvaluateSubexpression(fx_info,channel,x,y,expression+3,depth,
beta,exception);
return((double) (alpha < MagickEpsilon));
}
if (LocaleCompare(expression,"n") == 0)
return(FxGetSymbol(fx_info,channel,x,y,expression,exception));
break;
}
case 'O':
case 'o':
{
if (LocaleCompare(expression,"Opaque") == 0)
return(1.0);
if (LocaleCompare(expression,"o") == 0)
return(FxGetSymbol(fx_info,channel,x,y,expression,exception));
break;
}
case 'P':
case 'p':
{
if (LocaleCompare(expression,"phi") == 0)
return(MagickPHI);
if (LocaleCompare(expression,"pi") == 0)
return(MagickPI);
if (LocaleNCompare(expression,"pow",3) == 0)
{
alpha=FxEvaluateSubexpression(fx_info,channel,x,y,expression+3,depth,
beta,exception);
return(pow(alpha,*beta));
}
if (LocaleCompare(expression,"p") == 0)
return(FxGetSymbol(fx_info,channel,x,y,expression,exception));
break;
}
case 'Q':
case 'q':
{
if (LocaleCompare(expression,"QuantumRange") == 0)
return(QuantumRange);
if (LocaleCompare(expression,"QuantumScale") == 0)
return(QuantumScale);
break;
}
case 'R':
case 'r':
{
if (LocaleNCompare(expression,"rand",4) == 0)
{
#if defined(MAGICKCORE_OPENMP_SUPPORT)
#pragma omp critical (MagickCore_FxEvaluateSubexpression)
#endif
alpha=GetPseudoRandomValue(fx_info->random_info);
return(alpha);
}
if (LocaleNCompare(expression,"round",5) == 0)
{
alpha=FxEvaluateSubexpression(fx_info,channel,x,y,expression+5,depth,
beta,exception);
return(floor(alpha+0.5));
}
if (LocaleCompare(expression,"r") == 0)
return(FxGetSymbol(fx_info,channel,x,y,expression,exception));
break;
}
case 'S':
case 's':
{
if (LocaleCompare(expression,"saturation") == 0)
return(FxGetSymbol(fx_info,channel,x,y,expression,exception));
if (LocaleNCompare(expression,"sign",4) == 0)
{
alpha=FxEvaluateSubexpression(fx_info,channel,x,y,expression+4,depth,
beta,exception);
return(alpha < 0.0 ? -1.0 : 1.0);
}
if (LocaleNCompare(expression,"sinc",4) == 0)
{
alpha=FxEvaluateSubexpression(fx_info,channel,x,y,expression+4,depth,
beta,exception);
if (alpha == 0)
return(1.0);
gamma=sin((MagickPI*alpha))/(MagickPI*alpha);
return(gamma);
}
if (LocaleNCompare(expression,"sinh",4) == 0)
{
alpha=FxEvaluateSubexpression(fx_info,channel,x,y,expression+4,depth,
beta,exception);
return(sinh(alpha));
}
if (LocaleNCompare(expression,"sin",3) == 0)
{
alpha=FxEvaluateSubexpression(fx_info,channel,x,y,expression+3,depth,
beta,exception);
return(sin(alpha));
}
if (LocaleNCompare(expression,"sqrt",4) == 0)
{
alpha=FxEvaluateSubexpression(fx_info,channel,x,y,expression+4,depth,
beta,exception);
return(sqrt(alpha));
}
if (LocaleNCompare(expression,"squish",6) == 0)
{
alpha=FxEvaluateSubexpression(fx_info,channel,x,y,expression+6,depth,
beta,exception);
return((1.0/(1.0+exp(-alpha))));
}
if (LocaleCompare(expression,"s") == 0)
return(FxGetSymbol(fx_info,channel,x,y,expression,exception));
break;
}
case 'T':
case 't':
{
if (LocaleNCompare(expression,"tanh",4) == 0)
{
alpha=FxEvaluateSubexpression(fx_info,channel,x,y,expression+4,depth,
beta,exception);
return(tanh(alpha));
}
if (LocaleNCompare(expression,"tan",3) == 0)
{
alpha=FxEvaluateSubexpression(fx_info,channel,x,y,expression+3,depth,
beta,exception);
return(tan(alpha));
}
if (LocaleCompare(expression,"Transparent") == 0)
return(0.0);
if (LocaleNCompare(expression,"trunc",5) == 0)
{
alpha=FxEvaluateSubexpression(fx_info,channel,x,y,expression+5,depth,
beta,exception);
if (alpha >= 0.0)
return(floor(alpha));
return(ceil(alpha));
}
if (LocaleCompare(expression,"t") == 0)
return(FxGetSymbol(fx_info,channel,x,y,expression,exception));
break;
}
case 'U':
case 'u':
{
if (LocaleCompare(expression,"u") == 0)
return(FxGetSymbol(fx_info,channel,x,y,expression,exception));
break;
}
case 'V':
case 'v':
{
if (LocaleCompare(expression,"v") == 0)
return(FxGetSymbol(fx_info,channel,x,y,expression,exception));
break;
}
case 'W':
case 'w':
{
if (LocaleNCompare(expression,"while",5) == 0)
{
do
{
alpha=FxEvaluateSubexpression(fx_info,channel,x,y,expression+5,
depth,beta,exception);
} while (fabs(alpha) >= MagickEpsilon);
return(*beta);
}
if (LocaleCompare(expression,"w") == 0)
return(FxGetSymbol(fx_info,channel,x,y,expression,exception));
break;
}
case 'Y':
case 'y':
{
if (LocaleCompare(expression,"y") == 0)
return(FxGetSymbol(fx_info,channel,x,y,expression,exception));
break;
}
case 'Z':
case 'z':
{
if (LocaleCompare(expression,"z") == 0)
return(FxGetSymbol(fx_info,channel,x,y,expression,exception));
break;
}
default:
break;
}
q=(char *) expression;
alpha=InterpretSiPrefixValue(expression,&q);
if (q == expression)
return(FxGetSymbol(fx_info,channel,x,y,expression,exception));
return(alpha);
}
MagickPrivate MagickBooleanType FxEvaluateExpression(FxInfo *fx_info,
double *alpha,ExceptionInfo *exception)
{
MagickBooleanType
status;
status=FxEvaluateChannelExpression(fx_info,GrayPixelChannel,0,0,alpha,
exception);
return(status);
}
MagickExport MagickBooleanType FxPreprocessExpression(FxInfo *fx_info,
double *alpha,ExceptionInfo *exception)
{
FILE
*file;
MagickBooleanType
status;
file=fx_info->file;
fx_info->file=(FILE *) NULL;
status=FxEvaluateChannelExpression(fx_info,GrayPixelChannel,0,0,alpha,
exception);
fx_info->file=file;
return(status);
}
MagickPrivate MagickBooleanType FxEvaluateChannelExpression(FxInfo *fx_info,
const PixelChannel channel,const ssize_t x,const ssize_t y,
double *alpha,ExceptionInfo *exception)
{
double
beta;
size_t
depth;
depth=0;
beta=0.0;
*alpha=FxEvaluateSubexpression(fx_info,channel,x,y,fx_info->expression,&depth,
&beta,exception);
return(exception->severity == OptionError ? MagickFalse : MagickTrue);
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
% F x I m a g e %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% FxImage() applies a mathematical expression to the specified image.
%
% The format of the FxImage method is:
%
% Image *FxImage(const Image *image,const char *expression,
% ExceptionInfo *exception)
%
% A description of each parameter follows:
%
% o image: the image.
%
% o expression: A mathematical expression.
%
% o exception: return any errors or warnings in this structure.
%
*/
static FxInfo **DestroyFxThreadSet(FxInfo **fx_info)
{
register ssize_t
i;
assert(fx_info != (FxInfo **) NULL);
for (i=0; i < (ssize_t) GetMagickResourceLimit(ThreadResource); i++)
if (fx_info[i] != (FxInfo *) NULL)
fx_info[i]=DestroyFxInfo(fx_info[i]);
fx_info=(FxInfo **) RelinquishMagickMemory(fx_info);
return(fx_info);
}
static FxInfo **AcquireFxThreadSet(const Image *image,const char *expression,
ExceptionInfo *exception)
{
char
*fx_expression;
FxInfo
**fx_info;
double
alpha;
register ssize_t
i;
size_t
number_threads;
number_threads=(size_t) GetMagickResourceLimit(ThreadResource);
fx_info=(FxInfo **) AcquireQuantumMemory(number_threads,sizeof(*fx_info));
if (fx_info == (FxInfo **) NULL)
{
(void) ThrowMagickException(exception,GetMagickModule(),
ResourceLimitError,"MemoryAllocationFailed","`%s'",image->filename);
return((FxInfo **) NULL);
}
(void) ResetMagickMemory(fx_info,0,number_threads*sizeof(*fx_info));
if (*expression != '@')
fx_expression=ConstantString(expression);
else
fx_expression=FileToString(expression+1,~0UL,exception);
for (i=0; i < (ssize_t) number_threads; i++)
{
MagickBooleanType
status;
fx_info[i]=AcquireFxInfo(image,fx_expression,exception);
if (fx_info[i] == (FxInfo *) NULL)
break;
status=FxPreprocessExpression(fx_info[i],&alpha,exception);
if (status == MagickFalse)
break;
}
fx_expression=DestroyString(fx_expression);
if (i < (ssize_t) number_threads)
fx_info=DestroyFxThreadSet(fx_info);
return(fx_info);
}
MagickExport Image *FxImage(const Image *image,const char *expression,
ExceptionInfo *exception)
{
#define FxImageTag "Fx/Image"
CacheView
*fx_view,
*image_view;
FxInfo
**magick_restrict fx_info;
Image
*fx_image;
MagickBooleanType
status;
MagickOffsetType
progress;
ssize_t
y;
assert(image != (Image *) NULL);
assert(image->signature == MagickCoreSignature);
if (image->debug != MagickFalse)
(void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename);
fx_info=AcquireFxThreadSet(image,expression,exception);
if (fx_info == (FxInfo **) NULL)
return((Image *) NULL);
fx_image=CloneImage(image,image->columns,image->rows,MagickTrue,exception);
if (fx_image == (Image *) NULL)
{
fx_info=DestroyFxThreadSet(fx_info);
return((Image *) NULL);
}
if (SetImageStorageClass(fx_image,DirectClass,exception) == MagickFalse)
{
fx_info=DestroyFxThreadSet(fx_info);
fx_image=DestroyImage(fx_image);
return((Image *) NULL);
}
/*
Fx image.
*/
status=MagickTrue;
progress=0;
image_view=AcquireVirtualCacheView(image,exception);
fx_view=AcquireAuthenticCacheView(fx_image,exception);
#if defined(MAGICKCORE_OPENMP_SUPPORT)
#pragma omp parallel for schedule(static,4) shared(progress,status) \
magick_number_threads(image,fx_image,fx_image->rows,1)
#endif
for (y=0; y < (ssize_t) fx_image->rows; y++)
{
const int
id = GetOpenMPThreadId();
register const Quantum
*magick_restrict p;
register Quantum
*magick_restrict q;
register ssize_t
x;
if (status == MagickFalse)
continue;
p=GetCacheViewVirtualPixels(image_view,0,y,image->columns,1,exception);
q=QueueCacheViewAuthenticPixels(fx_view,0,y,fx_image->columns,1,exception);
if ((p == (const Quantum *) NULL) || (q == (Quantum *) NULL))
{
status=MagickFalse;
continue;
}
for (x=0; x < (ssize_t) fx_image->columns; x++)
{
register ssize_t
i;
for (i=0; i < (ssize_t) GetPixelChannels(image); i++)
{
double
alpha;
PixelChannel channel = GetPixelChannelChannel(image,i);
PixelTrait traits = GetPixelChannelTraits(image,channel);
PixelTrait fx_traits=GetPixelChannelTraits(fx_image,channel);
if ((traits == UndefinedPixelTrait) ||
(fx_traits == UndefinedPixelTrait))
continue;
if (((fx_traits & CopyPixelTrait) != 0) ||
(GetPixelWriteMask(image,p) <= (QuantumRange/2)))
{
SetPixelChannel(fx_image,channel,p[i],q);
continue;
}
alpha=0.0;
(void) FxEvaluateChannelExpression(fx_info[id],channel,x,y,&alpha,
exception);
q[i]=ClampToQuantum(QuantumRange*alpha);
}
p+=GetPixelChannels(image);
q+=GetPixelChannels(fx_image);
}
if (SyncCacheViewAuthenticPixels(fx_view,exception) == MagickFalse)
status=MagickFalse;
if (image->progress_monitor != (MagickProgressMonitor) NULL)
{
MagickBooleanType
proceed;
#if defined(MAGICKCORE_OPENMP_SUPPORT)
#pragma omp critical (MagickCore_FxImage)
#endif
proceed=SetImageProgress(image,FxImageTag,progress++,image->rows);
if (proceed == MagickFalse)
status=MagickFalse;
}
}
fx_view=DestroyCacheView(fx_view);
image_view=DestroyCacheView(image_view);
fx_info=DestroyFxThreadSet(fx_info);
if (status == MagickFalse)
fx_image=DestroyImage(fx_image);
return(fx_image);
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
% I m p l o d e I m a g e %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% ImplodeImage() creates a new image that is a copy of an existing
% one with the image pixels "implode" by the specified percentage. It
% allocates the memory necessary for the new Image structure and returns a
% pointer to the new image.
%
% The format of the ImplodeImage method is:
%
% Image *ImplodeImage(const Image *image,const double amount,
% const PixelInterpolateMethod method,ExceptionInfo *exception)
%
% A description of each parameter follows:
%
% o implode_image: Method ImplodeImage returns a pointer to the image
% after it is implode. A null image is returned if there is a memory
% shortage.
%
% o image: the image.
%
% o amount: Define the extent of the implosion.
%
% o method: the pixel interpolation method.
%
% o exception: return any errors or warnings in this structure.
%
*/
MagickExport Image *ImplodeImage(const Image *image,const double amount,
const PixelInterpolateMethod method,ExceptionInfo *exception)
{
#define ImplodeImageTag "Implode/Image"
CacheView
*canvas_view,
*implode_view,
*interpolate_view;
Image
*canvas,
*implode_image;
MagickBooleanType
status;
MagickOffsetType
progress;
double
radius;
PointInfo
center,
scale;
ssize_t
y;
/*
Initialize implode image attributes.
*/
assert(image != (Image *) NULL);
assert(image->signature == MagickCoreSignature);
if (image->debug != MagickFalse)
(void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename);
assert(exception != (ExceptionInfo *) NULL);
assert(exception->signature == MagickCoreSignature);
canvas=CloneImage(image,0,0,MagickTrue,exception);
if (canvas == (Image *) NULL)
return((Image *) NULL);
if ((canvas->alpha_trait == UndefinedPixelTrait) &&
(canvas->background_color.alpha != OpaqueAlpha))
(void) SetImageAlphaChannel(canvas,OpaqueAlphaChannel,exception);
implode_image=CloneImage(canvas,canvas->columns,canvas->rows,MagickTrue,
exception);
if (implode_image == (Image *) NULL)
{
canvas=DestroyImage(canvas);
return((Image *) NULL);
}
if (SetImageStorageClass(implode_image,DirectClass,exception) == MagickFalse)
{
canvas=DestroyImage(canvas);
implode_image=DestroyImage(implode_image);
return((Image *) NULL);
}
/*
Compute scaling factor.
*/
scale.x=1.0;
scale.y=1.0;
center.x=0.5*canvas->columns;
center.y=0.5*canvas->rows;
radius=center.x;
if (canvas->columns > canvas->rows)
scale.y=(double) canvas->columns/(double) canvas->rows;
else
if (canvas->columns < canvas->rows)
{
scale.x=(double) canvas->rows/(double) canvas->columns;
radius=center.y;
}
/*
Implode image.
*/
status=MagickTrue;
progress=0;
canvas_view=AcquireVirtualCacheView(canvas,exception);
interpolate_view=AcquireVirtualCacheView(canvas,exception);
implode_view=AcquireAuthenticCacheView(implode_image,exception);
#if defined(MAGICKCORE_OPENMP_SUPPORT)
#pragma omp parallel for schedule(static,4) shared(progress,status) \
magick_number_threads(canvas,implode_image,canvas->rows,1)
#endif
for (y=0; y < (ssize_t) canvas->rows; y++)
{
double
distance;
PointInfo
delta;
register const Quantum
*magick_restrict p;
register ssize_t
x;
register Quantum
*magick_restrict q;
if (status == MagickFalse)
continue;
p=GetCacheViewVirtualPixels(canvas_view,0,y,canvas->columns,1,exception);
q=QueueCacheViewAuthenticPixels(implode_view,0,y,implode_image->columns,1,
exception);
if ((p == (const Quantum *) NULL) || (q == (Quantum *) NULL))
{
status=MagickFalse;
continue;
}
delta.y=scale.y*(double) (y-center.y);
for (x=0; x < (ssize_t) canvas->columns; x++)
{
register ssize_t
i;
/*
Determine if the pixel is within an ellipse.
*/
if (GetPixelWriteMask(canvas,p) <= (QuantumRange/2))
{
SetPixelBackgoundColor(implode_image,q);
p+=GetPixelChannels(canvas);
q+=GetPixelChannels(implode_image);
continue;
}
delta.x=scale.x*(double) (x-center.x);
distance=delta.x*delta.x+delta.y*delta.y;
if (distance >= (radius*radius))
for (i=0; i < (ssize_t) GetPixelChannels(canvas); i++)
{
PixelChannel channel = GetPixelChannelChannel(canvas,i);
PixelTrait traits = GetPixelChannelTraits(canvas,channel);
PixelTrait implode_traits = GetPixelChannelTraits(implode_image,
channel);
if ((traits == UndefinedPixelTrait) ||
(implode_traits == UndefinedPixelTrait))
continue;
SetPixelChannel(implode_image,channel,p[i],q);
}
else
{
double
factor;
/*
Implode the pixel.
*/
factor=1.0;
if (distance > 0.0)
factor=pow(sin(MagickPI*sqrt((double) distance)/radius/2),-amount);
status=InterpolatePixelChannels(canvas,interpolate_view,implode_image,
method,(double) (factor*delta.x/scale.x+center.x),(double) (factor*
delta.y/scale.y+center.y),q,exception);
if (status == MagickFalse)
break;
}
p+=GetPixelChannels(canvas);
q+=GetPixelChannels(implode_image);
}
if (SyncCacheViewAuthenticPixels(implode_view,exception) == MagickFalse)
status=MagickFalse;
if (canvas->progress_monitor != (MagickProgressMonitor) NULL)
{
MagickBooleanType
proceed;
#if defined(MAGICKCORE_OPENMP_SUPPORT)
#pragma omp critical (MagickCore_ImplodeImage)
#endif
proceed=SetImageProgress(canvas,ImplodeImageTag,progress++,
canvas->rows);
if (proceed == MagickFalse)
status=MagickFalse;
}
}
implode_view=DestroyCacheView(implode_view);
interpolate_view=DestroyCacheView(interpolate_view);
canvas_view=DestroyCacheView(canvas_view);
canvas=DestroyImage(canvas);
if (status == MagickFalse)
implode_image=DestroyImage(implode_image);
return(implode_image);
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
% M o r p h I m a g e s %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% The MorphImages() method requires a minimum of two images. The first
% image is transformed into the second by a number of intervening images
% as specified by frames.
%
% The format of the MorphImage method is:
%
% Image *MorphImages(const Image *image,const size_t number_frames,
% ExceptionInfo *exception)
%
% A description of each parameter follows:
%
% o image: the image.
%
% o number_frames: Define the number of in-between image to generate.
% The more in-between frames, the smoother the morph.
%
% o exception: return any errors or warnings in this structure.
%
*/
MagickExport Image *MorphImages(const Image *image,const size_t number_frames,
ExceptionInfo *exception)
{
#define MorphImageTag "Morph/Image"
double
alpha,
beta;
Image
*morph_image,
*morph_images;
MagickBooleanType
status;
MagickOffsetType
scene;
register const Image
*next;
register ssize_t
n;
ssize_t
y;
/*
Clone first frame in sequence.
*/
assert(image != (Image *) NULL);
assert(image->signature == MagickCoreSignature);
if (image->debug != MagickFalse)
(void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename);
assert(exception != (ExceptionInfo *) NULL);
assert(exception->signature == MagickCoreSignature);
morph_images=CloneImage(image,0,0,MagickTrue,exception);
if (morph_images == (Image *) NULL)
return((Image *) NULL);
if (GetNextImageInList(image) == (Image *) NULL)
{
/*
Morph single image.
*/
for (n=1; n < (ssize_t) number_frames; n++)
{
morph_image=CloneImage(image,0,0,MagickTrue,exception);
if (morph_image == (Image *) NULL)
{
morph_images=DestroyImageList(morph_images);
return((Image *) NULL);
}
AppendImageToList(&morph_images,morph_image);
if (image->progress_monitor != (MagickProgressMonitor) NULL)
{
MagickBooleanType
proceed;
proceed=SetImageProgress(image,MorphImageTag,(MagickOffsetType) n,
number_frames);
if (proceed == MagickFalse)
status=MagickFalse;
}
}
return(GetFirstImageInList(morph_images));
}
/*
Morph image sequence.
*/
status=MagickTrue;
scene=0;
next=image;
for ( ; GetNextImageInList(next) != (Image *) NULL; next=GetNextImageInList(next))
{
for (n=0; n < (ssize_t) number_frames; n++)
{
CacheView
*image_view,
*morph_view;
beta=(double) (n+1.0)/(double) (number_frames+1.0);
alpha=1.0-beta;
morph_image=ResizeImage(next,(size_t) (alpha*next->columns+beta*
GetNextImageInList(next)->columns+0.5),(size_t) (alpha*next->rows+beta*
GetNextImageInList(next)->rows+0.5),next->filter,exception);
if (morph_image == (Image *) NULL)
{
morph_images=DestroyImageList(morph_images);
return((Image *) NULL);
}
status=SetImageStorageClass(morph_image,DirectClass,exception);
if (status == MagickFalse)
{
morph_image=DestroyImage(morph_image);
return((Image *) NULL);
}
AppendImageToList(&morph_images,morph_image);
morph_images=GetLastImageInList(morph_images);
morph_image=ResizeImage(GetNextImageInList(next),morph_images->columns,
morph_images->rows,GetNextImageInList(next)->filter,exception);
if (morph_image == (Image *) NULL)
{
morph_images=DestroyImageList(morph_images);
return((Image *) NULL);
}
image_view=AcquireVirtualCacheView(morph_image,exception);
morph_view=AcquireAuthenticCacheView(morph_images,exception);
#if defined(MAGICKCORE_OPENMP_SUPPORT)
#pragma omp parallel for schedule(static,4) shared(status) \
magick_number_threads(morph_image,morph_image,morph_image->rows,1)
#endif
for (y=0; y < (ssize_t) morph_images->rows; y++)
{
MagickBooleanType
sync;
register const Quantum
*magick_restrict p;
register ssize_t
x;
register Quantum
*magick_restrict q;
if (status == MagickFalse)
continue;
p=GetCacheViewVirtualPixels(image_view,0,y,morph_image->columns,1,
exception);
q=GetCacheViewAuthenticPixels(morph_view,0,y,morph_images->columns,1,
exception);
if ((p == (const Quantum *) NULL) || (q == (Quantum *) NULL))
{
status=MagickFalse;
continue;
}
for (x=0; x < (ssize_t) morph_images->columns; x++)
{
register ssize_t
i;
for (i=0; i < (ssize_t) GetPixelChannels(morph_image); i++)
{
PixelChannel channel = GetPixelChannelChannel(morph_image,i);
PixelTrait traits = GetPixelChannelTraits(morph_image,channel);
PixelTrait morph_traits=GetPixelChannelTraits(morph_images,channel);
if ((traits == UndefinedPixelTrait) ||
(morph_traits == UndefinedPixelTrait))
continue;
if (((morph_traits & CopyPixelTrait) != 0) ||
(GetPixelWriteMask(morph_images,p) <= (QuantumRange/2)))
{
SetPixelChannel(morph_image,channel,p[i],q);
continue;
}
SetPixelChannel(morph_image,channel,ClampToQuantum(alpha*
GetPixelChannel(morph_images,channel,q)+beta*p[i]),q);
}
p+=GetPixelChannels(morph_image);
q+=GetPixelChannels(morph_images);
}
sync=SyncCacheViewAuthenticPixels(morph_view,exception);
if (sync == MagickFalse)
status=MagickFalse;
}
morph_view=DestroyCacheView(morph_view);
image_view=DestroyCacheView(image_view);
morph_image=DestroyImage(morph_image);
}
if (n < (ssize_t) number_frames)
break;
/*
Clone last frame in sequence.
*/
morph_image=CloneImage(GetNextImageInList(next),0,0,MagickTrue,exception);
if (morph_image == (Image *) NULL)
{
morph_images=DestroyImageList(morph_images);
return((Image *) NULL);
}
AppendImageToList(&morph_images,morph_image);
morph_images=GetLastImageInList(morph_images);
if (image->progress_monitor != (MagickProgressMonitor) NULL)
{
MagickBooleanType
proceed;
#if defined(MAGICKCORE_OPENMP_SUPPORT)
#pragma omp critical (MagickCore_MorphImages)
#endif
proceed=SetImageProgress(image,MorphImageTag,scene,
GetImageListLength(image));
if (proceed == MagickFalse)
status=MagickFalse;
}
scene++;
}
if (GetNextImageInList(next) != (Image *) NULL)
{
morph_images=DestroyImageList(morph_images);
return((Image *) NULL);
}
return(GetFirstImageInList(morph_images));
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
% P l a s m a I m a g e %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% PlasmaImage() initializes an image with plasma fractal values. The image
% must be initialized with a base color and the random number generator
% seeded before this method is called.
%
% The format of the PlasmaImage method is:
%
% MagickBooleanType PlasmaImage(Image *image,const SegmentInfo *segment,
% size_t attenuate,size_t depth,ExceptionInfo *exception)
%
% A description of each parameter follows:
%
% o image: the image.
%
% o segment: Define the region to apply plasma fractals values.
%
% o attenuate: Define the plasma attenuation factor.
%
% o depth: Limit the plasma recursion depth.
%
% o exception: return any errors or warnings in this structure.
%
*/
static inline Quantum PlasmaPixel(RandomInfo *random_info,
const double pixel,const double noise)
{
Quantum
plasma;
plasma=ClampToQuantum(pixel+noise*GetPseudoRandomValue(random_info)-
noise/2.0);
if (plasma <= 0)
return((Quantum) 0);
if (plasma >= QuantumRange)
return(QuantumRange);
return(plasma);
}
static MagickBooleanType PlasmaImageProxy(Image *image,CacheView *image_view,
CacheView *u_view,CacheView *v_view,RandomInfo *random_info,
const SegmentInfo *segment,size_t attenuate,size_t depth,
ExceptionInfo *exception)
{
double
plasma;
register const Quantum
*magick_restrict u,
*magick_restrict v;
register Quantum
*magick_restrict q;
register ssize_t
i;
ssize_t
x,
x_mid,
y,
y_mid;
if ((fabs(segment->x2-segment->x1) <= MagickEpsilon) &&
(fabs(segment->y2-segment->y1) <= MagickEpsilon))
return(MagickTrue);
if (depth != 0)
{
MagickBooleanType
status;
SegmentInfo
local_info;
/*
Divide the area into quadrants and recurse.
*/
depth--;
attenuate++;
x_mid=(ssize_t) ceil((segment->x1+segment->x2)/2-0.5);
y_mid=(ssize_t) ceil((segment->y1+segment->y2)/2-0.5);
local_info=(*segment);
local_info.x2=(double) x_mid;
local_info.y2=(double) y_mid;
(void) PlasmaImageProxy(image,image_view,u_view,v_view,random_info,
&local_info,attenuate,depth,exception);
local_info=(*segment);
local_info.y1=(double) y_mid;
local_info.x2=(double) x_mid;
(void) PlasmaImageProxy(image,image_view,u_view,v_view,random_info,
&local_info,attenuate,depth,exception);
local_info=(*segment);
local_info.x1=(double) x_mid;
local_info.y2=(double) y_mid;
(void) PlasmaImageProxy(image,image_view,u_view,v_view,random_info,
&local_info,attenuate,depth,exception);
local_info=(*segment);
local_info.x1=(double) x_mid;
local_info.y1=(double) y_mid;
status=PlasmaImageProxy(image,image_view,u_view,v_view,random_info,
&local_info,attenuate,depth,exception);
return(status);
}
x_mid=(ssize_t) ceil((segment->x1+segment->x2)/2-0.5);
y_mid=(ssize_t) ceil((segment->y1+segment->y2)/2-0.5);
if ((fabs(segment->x1-x_mid) < MagickEpsilon) &&
(fabs(segment->x2-x_mid) < MagickEpsilon) &&
(fabs(segment->y1-y_mid) < MagickEpsilon) &&
(fabs(segment->y2-y_mid) < MagickEpsilon))
return(MagickFalse);
/*
Average pixels and apply plasma.
*/
plasma=(double) QuantumRange/(2.0*attenuate);
if ((fabs(segment->x1-x_mid) > MagickEpsilon) ||
(fabs(segment->x2-x_mid) > MagickEpsilon))
{
/*
Left pixel.
*/
x=(ssize_t) ceil(segment->x1-0.5);
u=GetCacheViewVirtualPixels(u_view,x,(ssize_t) ceil(segment->y1-0.5),1,1,
exception);
v=GetCacheViewVirtualPixels(v_view,x,(ssize_t) ceil(segment->y2-0.5),1,1,
exception);
q=QueueCacheViewAuthenticPixels(image_view,x,y_mid,1,1,exception);
if ((u == (const Quantum *) NULL) || (v == (const Quantum *) NULL) ||
(q == (Quantum *) NULL))
return(MagickTrue);
for (i=0; i < (ssize_t) GetPixelChannels(image); i++)
{
PixelChannel channel = GetPixelChannelChannel(image,i);
PixelTrait traits = GetPixelChannelTraits(image,channel);
if (traits == UndefinedPixelTrait)
continue;
q[i]=PlasmaPixel(random_info,(u[i]+v[i])/2.0,plasma);
}
(void) SyncCacheViewAuthenticPixels(image_view,exception);
if (fabs(segment->x1-segment->x2) > MagickEpsilon)
{
/*
Right pixel.
*/
x=(ssize_t) ceil(segment->x2-0.5);
u=GetCacheViewVirtualPixels(u_view,x,(ssize_t) ceil(segment->y1-0.5),
1,1,exception);
v=GetCacheViewVirtualPixels(v_view,x,(ssize_t) ceil(segment->y2-0.5),
1,1,exception);
q=QueueCacheViewAuthenticPixels(image_view,x,y_mid,1,1,exception);
if ((u == (const Quantum *) NULL) || (v == (const Quantum *) NULL) ||
(q == (Quantum *) NULL))
return(MagickTrue);
for (i=0; i < (ssize_t) GetPixelChannels(image); i++)
{
PixelChannel channel = GetPixelChannelChannel(image,i);
PixelTrait traits = GetPixelChannelTraits(image,channel);
if (traits == UndefinedPixelTrait)
continue;
q[i]=PlasmaPixel(random_info,(u[i]+v[i])/2.0,plasma);
}
(void) SyncCacheViewAuthenticPixels(image_view,exception);
}
}
if ((fabs(segment->y1-y_mid) > MagickEpsilon) ||
(fabs(segment->y2-y_mid) > MagickEpsilon))
{
if ((fabs(segment->x1-x_mid) > MagickEpsilon) ||
(fabs(segment->y2-y_mid) > MagickEpsilon))
{
/*
Bottom pixel.
*/
y=(ssize_t) ceil(segment->y2-0.5);
u=GetCacheViewVirtualPixels(u_view,(ssize_t) ceil(segment->x1-0.5),y,
1,1,exception);
v=GetCacheViewVirtualPixels(v_view,(ssize_t) ceil(segment->x2-0.5),y,
1,1,exception);
q=QueueCacheViewAuthenticPixels(image_view,x_mid,y,1,1,exception);
if ((u == (const Quantum *) NULL) || (v == (const Quantum *) NULL) ||
(q == (Quantum *) NULL))
return(MagickTrue);
for (i=0; i < (ssize_t) GetPixelChannels(image); i++)
{
PixelChannel channel = GetPixelChannelChannel(image,i);
PixelTrait traits = GetPixelChannelTraits(image,channel);
if (traits == UndefinedPixelTrait)
continue;
q[i]=PlasmaPixel(random_info,(u[i]+v[i])/2.0,plasma);
}
(void) SyncCacheViewAuthenticPixels(image_view,exception);
}
if (fabs(segment->y1-segment->y2) > MagickEpsilon)
{
/*
Top pixel.
*/
y=(ssize_t) ceil(segment->y1-0.5);
u=GetCacheViewVirtualPixels(u_view,(ssize_t) ceil(segment->x1-0.5),y,
1,1,exception);
v=GetCacheViewVirtualPixels(v_view,(ssize_t) ceil(segment->x2-0.5),y,
1,1,exception);
q=QueueCacheViewAuthenticPixels(image_view,x_mid,y,1,1,exception);
if ((u == (const Quantum *) NULL) || (v == (const Quantum *) NULL) ||
(q == (Quantum *) NULL))
return(MagickTrue);
for (i=0; i < (ssize_t) GetPixelChannels(image); i++)
{
PixelChannel channel = GetPixelChannelChannel(image,i);
PixelTrait traits = GetPixelChannelTraits(image,channel);
if (traits == UndefinedPixelTrait)
continue;
q[i]=PlasmaPixel(random_info,(u[i]+v[i])/2.0,plasma);
}
(void) SyncCacheViewAuthenticPixels(image_view,exception);
}
}
if ((fabs(segment->x1-segment->x2) > MagickEpsilon) ||
(fabs(segment->y1-segment->y2) > MagickEpsilon))
{
/*
Middle pixel.
*/
x=(ssize_t) ceil(segment->x1-0.5);
y=(ssize_t) ceil(segment->y1-0.5);
u=GetCacheViewVirtualPixels(u_view,x,y,1,1,exception);
x=(ssize_t) ceil(segment->x2-0.5);
y=(ssize_t) ceil(segment->y2-0.5);
v=GetCacheViewVirtualPixels(v_view,x,y,1,1,exception);
q=QueueCacheViewAuthenticPixels(image_view,x_mid,y_mid,1,1,exception);
if ((u == (const Quantum *) NULL) || (v == (const Quantum *) NULL) ||
(q == (Quantum *) NULL))
return(MagickTrue);
for (i=0; i < (ssize_t) GetPixelChannels(image); i++)
{
PixelChannel channel = GetPixelChannelChannel(image,i);
PixelTrait traits = GetPixelChannelTraits(image,channel);
if (traits == UndefinedPixelTrait)
continue;
q[i]=PlasmaPixel(random_info,(u[i]+v[i])/2.0,plasma);
}
(void) SyncCacheViewAuthenticPixels(image_view,exception);
}
if ((fabs(segment->x2-segment->x1) < 3.0) &&
(fabs(segment->y2-segment->y1) < 3.0))
return(MagickTrue);
return(MagickFalse);
}
MagickExport MagickBooleanType PlasmaImage(Image *image,
const SegmentInfo *segment,size_t attenuate,size_t depth,
ExceptionInfo *exception)
{
CacheView
*image_view,
*u_view,
*v_view;
MagickBooleanType
status;
RandomInfo
*random_info;
if (image->debug != MagickFalse)
(void) LogMagickEvent(TraceEvent,GetMagickModule(),"...");
assert(image != (Image *) NULL);
assert(image->signature == MagickCoreSignature);
if (image->debug != MagickFalse)
(void) LogMagickEvent(TraceEvent,GetMagickModule(),"...");
if (SetImageStorageClass(image,DirectClass,exception) == MagickFalse)
return(MagickFalse);
image_view=AcquireAuthenticCacheView(image,exception);
u_view=AcquireVirtualCacheView(image,exception);
v_view=AcquireVirtualCacheView(image,exception);
random_info=AcquireRandomInfo();
status=PlasmaImageProxy(image,image_view,u_view,v_view,random_info,segment,
attenuate,depth,exception);
random_info=DestroyRandomInfo(random_info);
v_view=DestroyCacheView(v_view);
u_view=DestroyCacheView(u_view);
image_view=DestroyCacheView(image_view);
return(status);
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
% P o l a r o i d I m a g e %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% PolaroidImage() simulates a Polaroid picture.
%
% The format of the PolaroidImage method is:
%
% Image *PolaroidImage(const Image *image,const DrawInfo *draw_info,
% const char *caption,const double angle,
% const PixelInterpolateMethod method,ExceptionInfo exception)
%
% A description of each parameter follows:
%
% o image: the image.
%
% o draw_info: the draw info.
%
% o caption: the Polaroid caption.
%
% o angle: Apply the effect along this angle.
%
% o method: the pixel interpolation method.
%
% o exception: return any errors or warnings in this structure.
%
*/
MagickExport Image *PolaroidImage(const Image *image,const DrawInfo *draw_info,
const char *caption,const double angle,const PixelInterpolateMethod method,
ExceptionInfo *exception)
{
Image
*bend_image,
*caption_image,
*flop_image,
*picture_image,
*polaroid_image,
*rotate_image,
*trim_image;
size_t
height;
ssize_t
quantum;
/*
Simulate a Polaroid picture.
*/
assert(image != (Image *) NULL);
assert(image->signature == MagickCoreSignature);
if (image->debug != MagickFalse)
(void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename);
assert(exception != (ExceptionInfo *) NULL);
assert(exception->signature == MagickCoreSignature);
quantum=(ssize_t) MagickMax(MagickMax((double) image->columns,(double)
image->rows)/25.0,10.0);
height=image->rows+2*quantum;
caption_image=(Image *) NULL;
if (caption != (const char *) NULL)
{
char
geometry[MagickPathExtent],
*text;
DrawInfo
*annotate_info;
ImageInfo
*image_info;
MagickBooleanType
status;
ssize_t
count;
TypeMetric
metrics;
/*
Generate caption image.
*/
caption_image=CloneImage(image,image->columns,1,MagickTrue,exception);
if (caption_image == (Image *) NULL)
return((Image *) NULL);
image_info=AcquireImageInfo();
annotate_info=CloneDrawInfo((const ImageInfo *) NULL,draw_info);
text=InterpretImageProperties(image_info,(Image *) image,caption,
exception);
image_info=DestroyImageInfo(image_info);
(void) CloneString(&annotate_info->text,text);
count=FormatMagickCaption(caption_image,annotate_info,MagickTrue,&metrics,
&text,exception);
status=SetImageExtent(caption_image,image->columns,(size_t) ((count+1)*
(metrics.ascent-metrics.descent)+0.5),exception);
if (status == MagickFalse)
caption_image=DestroyImage(caption_image);
else
{
caption_image->background_color=image->border_color;
(void) SetImageBackgroundColor(caption_image,exception);
(void) CloneString(&annotate_info->text,text);
(void) FormatLocaleString(geometry,MagickPathExtent,"+0+%.20g",
metrics.ascent);
if (annotate_info->gravity == UndefinedGravity)
(void) CloneString(&annotate_info->geometry,AcquireString(
geometry));
(void) AnnotateImage(caption_image,annotate_info,exception);
height+=caption_image->rows;
}
annotate_info=DestroyDrawInfo(annotate_info);
text=DestroyString(text);
}
picture_image=CloneImage(image,image->columns+2*quantum,height,MagickTrue,
exception);
if (picture_image == (Image *) NULL)
{
if (caption_image != (Image *) NULL)
caption_image=DestroyImage(caption_image);
return((Image *) NULL);
}
picture_image->background_color=image->border_color;
(void) SetImageBackgroundColor(picture_image,exception);
(void) CompositeImage(picture_image,image,OverCompositeOp,MagickTrue,quantum,
quantum,exception);
if (caption_image != (Image *) NULL)
{
(void) CompositeImage(picture_image,caption_image,OverCompositeOp,
MagickTrue,quantum,(ssize_t) (image->rows+3*quantum/2),exception);
caption_image=DestroyImage(caption_image);
}
(void) QueryColorCompliance("none",AllCompliance,
&picture_image->background_color,exception);
(void) SetImageAlphaChannel(picture_image,OpaqueAlphaChannel,exception);
rotate_image=RotateImage(picture_image,90.0,exception);
picture_image=DestroyImage(picture_image);
if (rotate_image == (Image *) NULL)
return((Image *) NULL);
picture_image=rotate_image;
bend_image=WaveImage(picture_image,0.01*picture_image->rows,2.0*
picture_image->columns,method,exception);
picture_image=DestroyImage(picture_image);
if (bend_image == (Image *) NULL)
return((Image *) NULL);
picture_image=bend_image;
rotate_image=RotateImage(picture_image,-90.0,exception);
picture_image=DestroyImage(picture_image);
if (rotate_image == (Image *) NULL)
return((Image *) NULL);
picture_image=rotate_image;
picture_image->background_color=image->background_color;
polaroid_image=ShadowImage(picture_image,80.0,2.0,quantum/3,quantum/3,
exception);
if (polaroid_image == (Image *) NULL)
{
picture_image=DestroyImage(picture_image);
return(picture_image);
}
flop_image=FlopImage(polaroid_image,exception);
polaroid_image=DestroyImage(polaroid_image);
if (flop_image == (Image *) NULL)
{
picture_image=DestroyImage(picture_image);
return(picture_image);
}
polaroid_image=flop_image;
(void) CompositeImage(polaroid_image,picture_image,OverCompositeOp,
MagickTrue,(ssize_t) (-0.01*picture_image->columns/2.0),0L,exception);
picture_image=DestroyImage(picture_image);
(void) QueryColorCompliance("none",AllCompliance,
&polaroid_image->background_color,exception);
rotate_image=RotateImage(polaroid_image,angle,exception);
polaroid_image=DestroyImage(polaroid_image);
if (rotate_image == (Image *) NULL)
return((Image *) NULL);
polaroid_image=rotate_image;
trim_image=TrimImage(polaroid_image,exception);
polaroid_image=DestroyImage(polaroid_image);
if (trim_image == (Image *) NULL)
return((Image *) NULL);
polaroid_image=trim_image;
return(polaroid_image);
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
% S e p i a T o n e I m a g e %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% MagickSepiaToneImage() applies a special effect to the image, similar to the
% effect achieved in a photo darkroom by sepia toning. Threshold ranges from
% 0 to QuantumRange and is a measure of the extent of the sepia toning. A
% threshold of 80% is a good starting point for a reasonable tone.
%
% The format of the SepiaToneImage method is:
%
% Image *SepiaToneImage(const Image *image,const double threshold,
% ExceptionInfo *exception)
%
% A description of each parameter follows:
%
% o image: the image.
%
% o threshold: the tone threshold.
%
% o exception: return any errors or warnings in this structure.
%
*/
MagickExport Image *SepiaToneImage(const Image *image,const double threshold,
ExceptionInfo *exception)
{
#define SepiaToneImageTag "SepiaTone/Image"
CacheView
*image_view,
*sepia_view;
Image
*sepia_image;
MagickBooleanType
status;
MagickOffsetType
progress;
ssize_t
y;
/*
Initialize sepia-toned image attributes.
*/
assert(image != (const Image *) NULL);
assert(image->signature == MagickCoreSignature);
if (image->debug != MagickFalse)
(void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename);
assert(exception != (ExceptionInfo *) NULL);
assert(exception->signature == MagickCoreSignature);
sepia_image=CloneImage(image,0,0,MagickTrue,exception);
if (sepia_image == (Image *) NULL)
return((Image *) NULL);
if (SetImageStorageClass(sepia_image,DirectClass,exception) == MagickFalse)
{
sepia_image=DestroyImage(sepia_image);
return((Image *) NULL);
}
/*
Tone each row of the image.
*/
status=MagickTrue;
progress=0;
image_view=AcquireVirtualCacheView(image,exception);
sepia_view=AcquireAuthenticCacheView(sepia_image,exception);
#if defined(MAGICKCORE_OPENMP_SUPPORT)
#pragma omp parallel for schedule(static,4) shared(progress,status) \
magick_number_threads(image,sepia_image,image->rows,1)
#endif
for (y=0; y < (ssize_t) image->rows; y++)
{
register const Quantum
*magick_restrict p;
register ssize_t
x;
register Quantum
*magick_restrict q;
if (status == MagickFalse)
continue;
p=GetCacheViewVirtualPixels(image_view,0,y,image->columns,1,exception);
q=GetCacheViewAuthenticPixels(sepia_view,0,y,sepia_image->columns,1,
exception);
if ((p == (const Quantum *) NULL) || (q == (Quantum *) NULL))
{
status=MagickFalse;
continue;
}
for (x=0; x < (ssize_t) image->columns; x++)
{
double
intensity,
tone;
intensity=GetPixelIntensity(image,p);
tone=intensity > threshold ? (double) QuantumRange : intensity+
(double) QuantumRange-threshold;
SetPixelRed(sepia_image,ClampToQuantum(tone),q);
tone=intensity > (7.0*threshold/6.0) ? (double) QuantumRange :
intensity+(double) QuantumRange-7.0*threshold/6.0;
SetPixelGreen(sepia_image,ClampToQuantum(tone),q);
tone=intensity < (threshold/6.0) ? 0 : intensity-threshold/6.0;
SetPixelBlue(sepia_image,ClampToQuantum(tone),q);
tone=threshold/7.0;
if ((double) GetPixelGreen(image,q) < tone)
SetPixelGreen(sepia_image,ClampToQuantum(tone),q);
if ((double) GetPixelBlue(image,q) < tone)
SetPixelBlue(sepia_image,ClampToQuantum(tone),q);
SetPixelAlpha(sepia_image,GetPixelAlpha(image,p),q);
p+=GetPixelChannels(image);
q+=GetPixelChannels(sepia_image);
}
if (SyncCacheViewAuthenticPixels(sepia_view,exception) == MagickFalse)
status=MagickFalse;
if (image->progress_monitor != (MagickProgressMonitor) NULL)
{
MagickBooleanType
proceed;
#if defined(MAGICKCORE_OPENMP_SUPPORT)
#pragma omp critical (MagickCore_SepiaToneImage)
#endif
proceed=SetImageProgress(image,SepiaToneImageTag,progress++,
image->rows);
if (proceed == MagickFalse)
status=MagickFalse;
}
}
sepia_view=DestroyCacheView(sepia_view);
image_view=DestroyCacheView(image_view);
(void) NormalizeImage(sepia_image,exception);
(void) ContrastImage(sepia_image,MagickTrue,exception);
if (status == MagickFalse)
sepia_image=DestroyImage(sepia_image);
return(sepia_image);
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
% S h a d o w I m a g e %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% ShadowImage() simulates a shadow from the specified image and returns it.
%
% The format of the ShadowImage method is:
%
% Image *ShadowImage(const Image *image,const double alpha,
% const double sigma,const ssize_t x_offset,const ssize_t y_offset,
% ExceptionInfo *exception)
%
% A description of each parameter follows:
%
% o image: the image.
%
% o alpha: percentage transparency.
%
% o sigma: the standard deviation of the Gaussian, in pixels.
%
% o x_offset: the shadow x-offset.
%
% o y_offset: the shadow y-offset.
%
% o exception: return any errors or warnings in this structure.
%
*/
MagickExport Image *ShadowImage(const Image *image,const double alpha,
const double sigma,const ssize_t x_offset,const ssize_t y_offset,
ExceptionInfo *exception)
{
#define ShadowImageTag "Shadow/Image"
CacheView
*image_view;
ChannelType
channel_mask;
Image
*border_image,
*clone_image,
*shadow_image;
MagickBooleanType
status;
PixelInfo
background_color;
RectangleInfo
border_info;
ssize_t
y;
assert(image != (Image *) NULL);
assert(image->signature == MagickCoreSignature);
if (image->debug != MagickFalse)
(void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename);
assert(exception != (ExceptionInfo *) NULL);
assert(exception->signature == MagickCoreSignature);
clone_image=CloneImage(image,0,0,MagickTrue,exception);
if (clone_image == (Image *) NULL)
return((Image *) NULL);
if (IsGrayColorspace(image->colorspace) != MagickFalse)
(void) SetImageColorspace(clone_image,sRGBColorspace,exception);
(void) SetImageVirtualPixelMethod(clone_image,EdgeVirtualPixelMethod,
exception);
border_info.width=(size_t) floor(2.0*sigma+0.5);
border_info.height=(size_t) floor(2.0*sigma+0.5);
border_info.x=0;
border_info.y=0;
(void) QueryColorCompliance("none",AllCompliance,&clone_image->border_color,
exception);
clone_image->alpha_trait=BlendPixelTrait;
border_image=BorderImage(clone_image,&border_info,OverCompositeOp,exception);
clone_image=DestroyImage(clone_image);
if (border_image == (Image *) NULL)
return((Image *) NULL);
if (border_image->alpha_trait == UndefinedPixelTrait)
(void) SetImageAlphaChannel(border_image,OpaqueAlphaChannel,exception);
/*
Shadow image.
*/
status=MagickTrue;
background_color=border_image->background_color;
background_color.alpha_trait=BlendPixelTrait;
image_view=AcquireAuthenticCacheView(border_image,exception);
for (y=0; y < (ssize_t) border_image->rows; y++)
{
register Quantum
*magick_restrict q;
register ssize_t
x;
if (status == MagickFalse)
continue;
q=QueueCacheViewAuthenticPixels(image_view,0,y,border_image->columns,1,
exception);
if (q == (Quantum *) NULL)
{
status=MagickFalse;
continue;
}
for (x=0; x < (ssize_t) border_image->columns; x++)
{
if (border_image->alpha_trait != UndefinedPixelTrait)
background_color.alpha=GetPixelAlpha(border_image,q)*alpha/100.0;
SetPixelViaPixelInfo(border_image,&background_color,q);
q+=GetPixelChannels(border_image);
}
if (SyncCacheViewAuthenticPixels(image_view,exception) == MagickFalse)
status=MagickFalse;
}
image_view=DestroyCacheView(image_view);
if (status == MagickFalse)
{
border_image=DestroyImage(border_image);
return((Image *) NULL);
}
channel_mask=SetImageChannelMask(border_image,AlphaChannel);
shadow_image=BlurImage(border_image,0.0,sigma,exception);
border_image=DestroyImage(border_image);
if (shadow_image == (Image *) NULL)
return((Image *) NULL);
(void) SetPixelChannelMask(shadow_image,channel_mask);
if (shadow_image->page.width == 0)
shadow_image->page.width=shadow_image->columns;
if (shadow_image->page.height == 0)
shadow_image->page.height=shadow_image->rows;
shadow_image->page.width+=x_offset-(ssize_t) border_info.width;
shadow_image->page.height+=y_offset-(ssize_t) border_info.height;
shadow_image->page.x+=x_offset-(ssize_t) border_info.width;
shadow_image->page.y+=y_offset-(ssize_t) border_info.height;
return(shadow_image);
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
% S k e t c h I m a g e %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% SketchImage() simulates a pencil sketch. We convolve the image with a
% Gaussian operator of the given radius and standard deviation (sigma). For
% reasonable results, radius should be larger than sigma. Use a radius of 0
% and SketchImage() selects a suitable radius for you. Angle gives the angle
% of the sketch.
%
% The format of the SketchImage method is:
%
% Image *SketchImage(const Image *image,const double radius,
% const double sigma,const double angle,ExceptionInfo *exception)
%
% A description of each parameter follows:
%
% o image: the image.
%
% o radius: the radius of the Gaussian, in pixels, not counting the
% center pixel.
%
% o sigma: the standard deviation of the Gaussian, in pixels.
%
% o angle: apply the effect along this angle.
%
% o exception: return any errors or warnings in this structure.
%
*/
MagickExport Image *SketchImage(const Image *image,const double radius,
const double sigma,const double angle,ExceptionInfo *exception)
{
CacheView
*random_view;
Image
*blend_image,
*blur_image,
*dodge_image,
*random_image,
*sketch_image;
MagickBooleanType
status;
RandomInfo
**magick_restrict random_info;
ssize_t
y;
#if defined(MAGICKCORE_OPENMP_SUPPORT)
unsigned long
key;
#endif
/*
Sketch image.
*/
random_image=CloneImage(image,image->columns << 1,image->rows << 1,
MagickTrue,exception);
if (random_image == (Image *) NULL)
return((Image *) NULL);
status=MagickTrue;
random_info=AcquireRandomInfoThreadSet();
random_view=AcquireAuthenticCacheView(random_image,exception);
#if defined(MAGICKCORE_OPENMP_SUPPORT)
key=GetRandomSecretKey(random_info[0]);
#pragma omp parallel for schedule(static,4) shared(status) \
magick_number_threads(random_image,random_image,random_image->rows,key == ~0UL)
#endif
for (y=0; y < (ssize_t) random_image->rows; y++)
{
const int
id = GetOpenMPThreadId();
register Quantum
*magick_restrict q;
register ssize_t
x;
if (status == MagickFalse)
continue;
q=QueueCacheViewAuthenticPixels(random_view,0,y,random_image->columns,1,
exception);
if (q == (Quantum *) NULL)
{
status=MagickFalse;
continue;
}
for (x=0; x < (ssize_t) random_image->columns; x++)
{
double
value;
register ssize_t
i;
if (GetPixelWriteMask(random_image,q) <= (QuantumRange/2))
{
q+=GetPixelChannels(random_image);
continue;
}
value=GetPseudoRandomValue(random_info[id]);
for (i=0; i < (ssize_t) GetPixelChannels(random_image); i++)
{
PixelChannel channel = GetPixelChannelChannel(image,i);
PixelTrait traits = GetPixelChannelTraits(image,channel);
if (traits == UndefinedPixelTrait)
continue;
q[i]=ClampToQuantum(QuantumRange*value);
}
q+=GetPixelChannels(random_image);
}
if (SyncCacheViewAuthenticPixels(random_view,exception) == MagickFalse)
status=MagickFalse;
}
random_view=DestroyCacheView(random_view);
random_info=DestroyRandomInfoThreadSet(random_info);
if (status == MagickFalse)
{
random_image=DestroyImage(random_image);
return(random_image);
}
blur_image=MotionBlurImage(random_image,radius,sigma,angle,exception);
random_image=DestroyImage(random_image);
if (blur_image == (Image *) NULL)
return((Image *) NULL);
dodge_image=EdgeImage(blur_image,radius,exception);
blur_image=DestroyImage(blur_image);
if (dodge_image == (Image *) NULL)
return((Image *) NULL);
(void) NormalizeImage(dodge_image,exception);
(void) NegateImage(dodge_image,MagickFalse,exception);
(void) TransformImage(&dodge_image,(char *) NULL,"50%",exception);
sketch_image=CloneImage(image,0,0,MagickTrue,exception);
if (sketch_image == (Image *) NULL)
{
dodge_image=DestroyImage(dodge_image);
return((Image *) NULL);
}
(void) CompositeImage(sketch_image,dodge_image,ColorDodgeCompositeOp,
MagickTrue,0,0,exception);
dodge_image=DestroyImage(dodge_image);
blend_image=CloneImage(image,0,0,MagickTrue,exception);
if (blend_image == (Image *) NULL)
{
sketch_image=DestroyImage(sketch_image);
return((Image *) NULL);
}
if (blend_image->alpha_trait != BlendPixelTrait)
(void) SetImageAlpha(blend_image,TransparentAlpha,exception);
(void) SetImageArtifact(blend_image,"compose:args","20x80");
(void) CompositeImage(sketch_image,blend_image,BlendCompositeOp,MagickTrue,
0,0,exception);
blend_image=DestroyImage(blend_image);
return(sketch_image);
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
% S o l a r i z e I m a g e %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% SolarizeImage() applies a special effect to the image, similar to the effect
% achieved in a photo darkroom by selectively exposing areas of photo
% sensitive paper to light. Threshold ranges from 0 to QuantumRange and is a
% measure of the extent of the solarization.
%
% The format of the SolarizeImage method is:
%
% MagickBooleanType SolarizeImage(Image *image,const double threshold,
% ExceptionInfo *exception)
%
% A description of each parameter follows:
%
% o image: the image.
%
% o threshold: Define the extent of the solarization.
%
% o exception: return any errors or warnings in this structure.
%
*/
MagickExport MagickBooleanType SolarizeImage(Image *image,
const double threshold,ExceptionInfo *exception)
{
#define SolarizeImageTag "Solarize/Image"
CacheView
*image_view;
MagickBooleanType
status;
MagickOffsetType
progress;
ssize_t
y;
assert(image != (Image *) NULL);
assert(image->signature == MagickCoreSignature);
if (image->debug != MagickFalse)
(void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename);
if (IsGrayColorspace(image->colorspace) != MagickFalse)
(void) SetImageColorspace(image,sRGBColorspace,exception);
if (image->storage_class == PseudoClass)
{
register ssize_t
i;
/*
Solarize colormap.
*/
for (i=0; i < (ssize_t) image->colors; i++)
{
if ((double) image->colormap[i].red > threshold)
image->colormap[i].red=QuantumRange-image->colormap[i].red;
if ((double) image->colormap[i].green > threshold)
image->colormap[i].green=QuantumRange-image->colormap[i].green;
if ((double) image->colormap[i].blue > threshold)
image->colormap[i].blue=QuantumRange-image->colormap[i].blue;
}
}
/*
Solarize image.
*/
status=MagickTrue;
progress=0;
image_view=AcquireAuthenticCacheView(image,exception);
#if defined(MAGICKCORE_OPENMP_SUPPORT)
#pragma omp parallel for schedule(static,4) shared(progress,status) \
magick_number_threads(image,image,image->rows,1)
#endif
for (y=0; y < (ssize_t) image->rows; y++)
{
register ssize_t
x;
register Quantum
*magick_restrict q;
if (status == MagickFalse)
continue;
q=GetCacheViewAuthenticPixels(image_view,0,y,image->columns,1,exception);
if (q == (Quantum *) NULL)
{
status=MagickFalse;
continue;
}
for (x=0; x < (ssize_t) image->columns; x++)
{
register ssize_t
i;
if (GetPixelWriteMask(image,q) <= (QuantumRange/2))
{
q+=GetPixelChannels(image);
continue;
}
for (i=0; i < (ssize_t) GetPixelChannels(image); i++)
{
PixelChannel channel = GetPixelChannelChannel(image,i);
PixelTrait traits = GetPixelChannelTraits(image,channel);
if ((traits & UpdatePixelTrait) == 0)
continue;
if ((double) q[i] > threshold)
q[i]=QuantumRange-q[i];
}
q+=GetPixelChannels(image);
}
if (SyncCacheViewAuthenticPixels(image_view,exception) == MagickFalse)
status=MagickFalse;
if (image->progress_monitor != (MagickProgressMonitor) NULL)
{
MagickBooleanType
proceed;
#if defined(MAGICKCORE_OPENMP_SUPPORT)
#pragma omp critical (MagickCore_SolarizeImage)
#endif
proceed=SetImageProgress(image,SolarizeImageTag,progress++,image->rows);
if (proceed == MagickFalse)
status=MagickFalse;
}
}
image_view=DestroyCacheView(image_view);
return(status);
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
% S t e g a n o I m a g e %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% SteganoImage() hides a digital watermark within the image. Recover
% the hidden watermark later to prove that the authenticity of an image.
% Offset defines the start position within the image to hide the watermark.
%
% The format of the SteganoImage method is:
%
% Image *SteganoImage(const Image *image,Image *watermark,
% ExceptionInfo *exception)
%
% A description of each parameter follows:
%
% o image: the image.
%
% o watermark: the watermark image.
%
% o exception: return any errors or warnings in this structure.
%
*/
MagickExport Image *SteganoImage(const Image *image,const Image *watermark,
ExceptionInfo *exception)
{
#define GetBit(alpha,i) ((((size_t) (alpha) >> (size_t) (i)) & 0x01) != 0)
#define SetBit(alpha,i,set) (Quantum) ((set) != 0 ? (size_t) (alpha) \
| (one << (size_t) (i)) : (size_t) (alpha) & ~(one << (size_t) (i)))
#define SteganoImageTag "Stegano/Image"
CacheView
*stegano_view,
*watermark_view;
Image
*stegano_image;
int
c;
MagickBooleanType
status;
PixelInfo
pixel;
register Quantum
*q;
register ssize_t
x;
size_t
depth,
one;
ssize_t
i,
j,
k,
y;
/*
Initialize steganographic image attributes.
*/
assert(image != (const Image *) NULL);
assert(image->signature == MagickCoreSignature);
if (image->debug != MagickFalse)
(void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename);
assert(watermark != (const Image *) NULL);
assert(watermark->signature == MagickCoreSignature);
assert(exception != (ExceptionInfo *) NULL);
assert(exception->signature == MagickCoreSignature);
one=1UL;
stegano_image=CloneImage(image,0,0,MagickTrue,exception);
if (stegano_image == (Image *) NULL)
return((Image *) NULL);
stegano_image->depth=MAGICKCORE_QUANTUM_DEPTH;
if (SetImageStorageClass(stegano_image,DirectClass,exception) == MagickFalse)
{
stegano_image=DestroyImage(stegano_image);
return((Image *) NULL);
}
/*
Hide watermark in low-order bits of image.
*/
c=0;
i=0;
j=0;
depth=stegano_image->depth;
k=stegano_image->offset;
status=MagickTrue;
watermark_view=AcquireVirtualCacheView(watermark,exception);
stegano_view=AcquireAuthenticCacheView(stegano_image,exception);
for (i=(ssize_t) depth-1; (i >= 0) && (j < (ssize_t) depth); i--)
{
for (y=0; (y < (ssize_t) watermark->rows) && (j < (ssize_t) depth); y++)
{
for (x=0; (x < (ssize_t) watermark->columns) && (j < (ssize_t) depth); x++)
{
ssize_t
offset;
(void) GetOneCacheViewVirtualPixelInfo(watermark_view,x,y,&pixel,
exception);
offset=k/(ssize_t) stegano_image->columns;
if (offset >= (ssize_t) stegano_image->rows)
break;
q=GetCacheViewAuthenticPixels(stegano_view,k % (ssize_t)
stegano_image->columns,k/(ssize_t) stegano_image->columns,1,1,
exception);
if (q == (Quantum *) NULL)
break;
switch (c)
{
case 0:
{
SetPixelRed(stegano_image,SetBit(GetPixelRed(stegano_image,q),j,
GetBit(GetPixelInfoIntensity(stegano_image,&pixel),i)),q);
break;
}
case 1:
{
SetPixelGreen(stegano_image,SetBit(GetPixelGreen(stegano_image,q),j,
GetBit(GetPixelInfoIntensity(stegano_image,&pixel),i)),q);
break;
}
case 2:
{
SetPixelBlue(stegano_image,SetBit(GetPixelBlue(stegano_image,q),j,
GetBit(GetPixelInfoIntensity(stegano_image,&pixel),i)),q);
break;
}
}
if (SyncCacheViewAuthenticPixels(stegano_view,exception) == MagickFalse)
break;
c++;
if (c == 3)
c=0;
k++;
if (k == (ssize_t) (stegano_image->columns*stegano_image->columns))
k=0;
if (k == stegano_image->offset)
j++;
}
}
if (image->progress_monitor != (MagickProgressMonitor) NULL)
{
MagickBooleanType
proceed;
proceed=SetImageProgress(image,SteganoImageTag,(MagickOffsetType)
(depth-i),depth);
if (proceed == MagickFalse)
status=MagickFalse;
}
}
stegano_view=DestroyCacheView(stegano_view);
watermark_view=DestroyCacheView(watermark_view);
if (status == MagickFalse)
stegano_image=DestroyImage(stegano_image);
return(stegano_image);
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
% S t e r e o A n a g l y p h I m a g e %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% StereoAnaglyphImage() combines two images and produces a single image that
% is the composite of a left and right image of a stereo pair. Special
% red-green stereo glasses are required to view this effect.
%
% The format of the StereoAnaglyphImage method is:
%
% Image *StereoImage(const Image *left_image,const Image *right_image,
% ExceptionInfo *exception)
% Image *StereoAnaglyphImage(const Image *left_image,
% const Image *right_image,const ssize_t x_offset,const ssize_t y_offset,
% ExceptionInfo *exception)
%
% A description of each parameter follows:
%
% o left_image: the left image.
%
% o right_image: the right image.
%
% o exception: return any errors or warnings in this structure.
%
% o x_offset: amount, in pixels, by which the left image is offset to the
% right of the right image.
%
% o y_offset: amount, in pixels, by which the left image is offset to the
% bottom of the right image.
%
%
*/
MagickExport Image *StereoImage(const Image *left_image,
const Image *right_image,ExceptionInfo *exception)
{
return(StereoAnaglyphImage(left_image,right_image,0,0,exception));
}
MagickExport Image *StereoAnaglyphImage(const Image *left_image,
const Image *right_image,const ssize_t x_offset,const ssize_t y_offset,
ExceptionInfo *exception)
{
#define StereoImageTag "Stereo/Image"
const Image
*image;
Image
*stereo_image;
MagickBooleanType
status;
ssize_t
y;
assert(left_image != (const Image *) NULL);
assert(left_image->signature == MagickCoreSignature);
if (left_image->debug != MagickFalse)
(void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",
left_image->filename);
assert(right_image != (const Image *) NULL);
assert(right_image->signature == MagickCoreSignature);
assert(exception != (ExceptionInfo *) NULL);
assert(exception->signature == MagickCoreSignature);
assert(right_image != (const Image *) NULL);
image=left_image;
if ((left_image->columns != right_image->columns) ||
(left_image->rows != right_image->rows))
ThrowImageException(ImageError,"LeftAndRightImageSizesDiffer");
/*
Initialize stereo image attributes.
*/
stereo_image=CloneImage(left_image,left_image->columns,left_image->rows,
MagickTrue,exception);
if (stereo_image == (Image *) NULL)
return((Image *) NULL);
if (SetImageStorageClass(stereo_image,DirectClass,exception) == MagickFalse)
{
stereo_image=DestroyImage(stereo_image);
return((Image *) NULL);
}
(void) SetImageColorspace(stereo_image,sRGBColorspace,exception);
/*
Copy left image to red channel and right image to blue channel.
*/
status=MagickTrue;
for (y=0; y < (ssize_t) stereo_image->rows; y++)
{
register const Quantum
*magick_restrict p,
*magick_restrict q;
register ssize_t
x;
register Quantum
*magick_restrict r;
p=GetVirtualPixels(left_image,-x_offset,y-y_offset,image->columns,1,
exception);
q=GetVirtualPixels(right_image,0,y,right_image->columns,1,exception);
r=QueueAuthenticPixels(stereo_image,0,y,stereo_image->columns,1,exception);
if ((p == (const Quantum *) NULL) || (q == (Quantum *) NULL) ||
(r == (Quantum *) NULL))
break;
for (x=0; x < (ssize_t) stereo_image->columns; x++)
{
SetPixelRed(image,GetPixelRed(left_image,p),r);
SetPixelGreen(image,GetPixelGreen(right_image,q),r);
SetPixelBlue(image,GetPixelBlue(right_image,q),r);
if ((GetPixelAlphaTraits(stereo_image) & CopyPixelTrait) != 0)
SetPixelAlpha(image,(GetPixelAlpha(left_image,p)+
GetPixelAlpha(right_image,q))/2,r);
p+=GetPixelChannels(left_image);
q+=GetPixelChannels(right_image);
r+=GetPixelChannels(stereo_image);
}
if (SyncAuthenticPixels(stereo_image,exception) == MagickFalse)
break;
if (image->progress_monitor != (MagickProgressMonitor) NULL)
{
MagickBooleanType
proceed;
proceed=SetImageProgress(image,StereoImageTag,(MagickOffsetType) y,
stereo_image->rows);
if (proceed == MagickFalse)
status=MagickFalse;
}
}
if (status == MagickFalse)
stereo_image=DestroyImage(stereo_image);
return(stereo_image);
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
% S w i r l I m a g e %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% SwirlImage() swirls the pixels about the center of the image, where
% degrees indicates the sweep of the arc through which each pixel is moved.
% You get a more dramatic effect as the degrees move from 1 to 360.
%
% The format of the SwirlImage method is:
%
% Image *SwirlImage(const Image *image,double degrees,
% const PixelInterpolateMethod method,ExceptionInfo *exception)
%
% A description of each parameter follows:
%
% o image: the image.
%
% o degrees: Define the tightness of the swirling effect.
%
% o method: the pixel interpolation method.
%
% o exception: return any errors or warnings in this structure.
%
*/
MagickExport Image *SwirlImage(const Image *image,double degrees,
const PixelInterpolateMethod method,ExceptionInfo *exception)
{
#define SwirlImageTag "Swirl/Image"
CacheView
*canvas_view,
*interpolate_view,
*swirl_view;
Image
*canvas,
*swirl_image;
MagickBooleanType
status;
MagickOffsetType
progress;
double
radius;
PointInfo
center,
scale;
ssize_t
y;
/*
Initialize swirl image attributes.
*/
assert(image != (const Image *) NULL);
assert(image->signature == MagickCoreSignature);
if (image->debug != MagickFalse)
(void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename);
assert(exception != (ExceptionInfo *) NULL);
assert(exception->signature == MagickCoreSignature);
canvas=CloneImage(image,0,0,MagickTrue,exception);
if (canvas == (Image *) NULL)
return((Image *) NULL);
if ((canvas->alpha_trait == UndefinedPixelTrait) &&
(canvas->background_color.alpha != OpaqueAlpha))
(void) SetImageAlphaChannel(canvas,OpaqueAlphaChannel,exception);
swirl_image=CloneImage(canvas,canvas->columns,canvas->rows,MagickTrue,
exception);
if (swirl_image == (Image *) NULL)
{
canvas=DestroyImage(canvas);
return((Image *) NULL);
}
if (SetImageStorageClass(swirl_image,DirectClass,exception) == MagickFalse)
{
canvas=DestroyImage(canvas);
swirl_image=DestroyImage(swirl_image);
return((Image *) NULL);
}
/*
Compute scaling factor.
*/
center.x=(double) canvas->columns/2.0;
center.y=(double) canvas->rows/2.0;
radius=MagickMax(center.x,center.y);
scale.x=1.0;
scale.y=1.0;
if (canvas->columns > canvas->rows)
scale.y=(double) canvas->columns/(double) canvas->rows;
else
if (canvas->columns < canvas->rows)
scale.x=(double) canvas->rows/(double) canvas->columns;
degrees=(double) DegreesToRadians(degrees);
/*
Swirl image.
*/
status=MagickTrue;
progress=0;
canvas_view=AcquireVirtualCacheView(canvas,exception);
interpolate_view=AcquireVirtualCacheView(image,exception);
swirl_view=AcquireAuthenticCacheView(swirl_image,exception);
#if defined(MAGICKCORE_OPENMP_SUPPORT)
#pragma omp parallel for schedule(static,4) shared(progress,status) \
magick_number_threads(canvas,swirl_image,canvas->rows,1)
#endif
for (y=0; y < (ssize_t) canvas->rows; y++)
{
double
distance;
PointInfo
delta;
register const Quantum
*magick_restrict p;
register ssize_t
x;
register Quantum
*magick_restrict q;
if (status == MagickFalse)
continue;
p=GetCacheViewVirtualPixels(canvas_view,0,y,canvas->columns,1,exception);
q=QueueCacheViewAuthenticPixels(swirl_view,0,y,swirl_image->columns,1,
exception);
if ((p == (const Quantum *) NULL) || (q == (Quantum *) NULL))
{
status=MagickFalse;
continue;
}
delta.y=scale.y*(double) (y-center.y);
for (x=0; x < (ssize_t) canvas->columns; x++)
{
/*
Determine if the pixel is within an ellipse.
*/
if (GetPixelWriteMask(canvas,p) <= (QuantumRange/2))
{
SetPixelBackgoundColor(swirl_image,q);
p+=GetPixelChannels(canvas);
q+=GetPixelChannels(swirl_image);
continue;
}
delta.x=scale.x*(double) (x-center.x);
distance=delta.x*delta.x+delta.y*delta.y;
if (distance >= (radius*radius))
{
register ssize_t
i;
for (i=0; i < (ssize_t) GetPixelChannels(image); i++)
{
PixelChannel channel = GetPixelChannelChannel(canvas,i);
PixelTrait traits = GetPixelChannelTraits(canvas,channel);
PixelTrait swirl_traits = GetPixelChannelTraits(swirl_image,
channel);
if ((traits == UndefinedPixelTrait) ||
(swirl_traits == UndefinedPixelTrait))
continue;
SetPixelChannel(swirl_image,channel,p[i],q);
}
}
else
{
double
cosine,
factor,
sine;
/*
Swirl the pixel.
*/
factor=1.0-sqrt((double) distance)/radius;
sine=sin((double) (degrees*factor*factor));
cosine=cos((double) (degrees*factor*factor));
status=InterpolatePixelChannels(canvas,interpolate_view,swirl_image,
method,((cosine*delta.x-sine*delta.y)/scale.x+center.x),(double)
((sine*delta.x+cosine*delta.y)/scale.y+center.y),q,exception);
if (status == MagickFalse)
break;
}
p+=GetPixelChannels(canvas);
q+=GetPixelChannels(swirl_image);
}
if (SyncCacheViewAuthenticPixels(swirl_view,exception) == MagickFalse)
status=MagickFalse;
if (canvas->progress_monitor != (MagickProgressMonitor) NULL)
{
MagickBooleanType
proceed;
#if defined(MAGICKCORE_OPENMP_SUPPORT)
#pragma omp critical (MagickCore_SwirlImage)
#endif
proceed=SetImageProgress(canvas,SwirlImageTag,progress++,canvas->rows);
if (proceed == MagickFalse)
status=MagickFalse;
}
}
swirl_view=DestroyCacheView(swirl_view);
interpolate_view=DestroyCacheView(interpolate_view);
canvas_view=DestroyCacheView(canvas_view);
canvas=DestroyImage(canvas);
if (status == MagickFalse)
swirl_image=DestroyImage(swirl_image);
return(swirl_image);
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
% T i n t I m a g e %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% TintImage() applies a color vector to each pixel in the image. The length
% of the vector is 0 for black and white and at its maximum for the midtones.
% The vector weighting function is f(x)=(1-(4.0*((x-0.5)*(x-0.5))))
%
% The format of the TintImage method is:
%
% Image *TintImage(const Image *image,const char *blend,
% const PixelInfo *tint,ExceptionInfo *exception)
%
% A description of each parameter follows:
%
% o image: the image.
%
% o blend: A color value used for tinting.
%
% o tint: A color value used for tinting.
%
% o exception: return any errors or warnings in this structure.
%
*/
MagickExport Image *TintImage(const Image *image,const char *blend,
const PixelInfo *tint,ExceptionInfo *exception)
{
#define TintImageTag "Tint/Image"
CacheView
*image_view,
*tint_view;
double
intensity;
GeometryInfo
geometry_info;
Image
*tint_image;
MagickBooleanType
status;
MagickOffsetType
progress;
PixelInfo
color_vector;
MagickStatusType
flags;
ssize_t
y;
/*
Allocate tint image.
*/
assert(image != (const Image *) NULL);
assert(image->signature == MagickCoreSignature);
if (image->debug != MagickFalse)
(void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename);
assert(exception != (ExceptionInfo *) NULL);
assert(exception->signature == MagickCoreSignature);
tint_image=CloneImage(image,image->columns,image->rows,MagickTrue,exception);
if (tint_image == (Image *) NULL)
return((Image *) NULL);
if (SetImageStorageClass(tint_image,DirectClass,exception) == MagickFalse)
{
tint_image=DestroyImage(tint_image);
return((Image *) NULL);
}
if ((IsGrayColorspace(image->colorspace) != MagickFalse) &&
(IsPixelInfoGray(tint) == MagickFalse))
(void) SetImageColorspace(tint_image,sRGBColorspace,exception);
if (blend == (const char *) NULL)
return(tint_image);
/*
Determine RGB values of the color.
*/
GetPixelInfo(image,&color_vector);
flags=ParseGeometry(blend,&geometry_info);
color_vector.red=geometry_info.rho;
color_vector.green=geometry_info.rho;
color_vector.blue=geometry_info.rho;
color_vector.alpha=(MagickRealType) OpaqueAlpha;
if ((flags & SigmaValue) != 0)
color_vector.green=geometry_info.sigma;
if ((flags & XiValue) != 0)
color_vector.blue=geometry_info.xi;
if ((flags & PsiValue) != 0)
color_vector.alpha=geometry_info.psi;
if (image->colorspace == CMYKColorspace)
{
color_vector.black=geometry_info.rho;
if ((flags & PsiValue) != 0)
color_vector.black=geometry_info.psi;
if ((flags & ChiValue) != 0)
color_vector.alpha=geometry_info.chi;
}
intensity=(double) GetPixelInfoIntensity((const Image *) NULL,tint);
color_vector.red=(double) (color_vector.red*tint->red/100.0-intensity);
color_vector.green=(double) (color_vector.green*tint->green/100.0-intensity);
color_vector.blue=(double) (color_vector.blue*tint->blue/100.0-intensity);
color_vector.black=(double) (color_vector.black*tint->black/100.0-intensity);
color_vector.alpha=(double) (color_vector.alpha*tint->alpha/100.0-intensity);
/*
Tint image.
*/
status=MagickTrue;
progress=0;
image_view=AcquireVirtualCacheView(image,exception);
tint_view=AcquireAuthenticCacheView(tint_image,exception);
#if defined(MAGICKCORE_OPENMP_SUPPORT)
#pragma omp parallel for schedule(static,4) shared(progress,status) \
magick_number_threads(image,tint_image,image->rows,1)
#endif
for (y=0; y < (ssize_t) image->rows; y++)
{
register const Quantum
*magick_restrict p;
register Quantum
*magick_restrict q;
register ssize_t
x;
if (status == MagickFalse)
continue;
p=GetCacheViewVirtualPixels(image_view,0,y,image->columns,1,exception);
q=QueueCacheViewAuthenticPixels(tint_view,0,y,tint_image->columns,1,
exception);
if ((p == (const Quantum *) NULL) || (q == (Quantum *) NULL))
{
status=MagickFalse;
continue;
}
for (x=0; x < (ssize_t) image->columns; x++)
{
PixelInfo
pixel;
double
weight;
GetPixelInfo(image,&pixel);
if (GetPixelWriteMask(image,p) <= (QuantumRange/2))
{
SetPixelViaPixelInfo(tint_image,&pixel,q);
p+=GetPixelChannels(image);
q+=GetPixelChannels(tint_image);
continue;
}
weight=QuantumScale*GetPixelRed(image,p)-0.5;
pixel.red=(double) GetPixelRed(image,p)+color_vector.red*(1.0-(4.0*
(weight*weight)));
weight=QuantumScale*GetPixelGreen(image,p)-0.5;
pixel.green=(double) GetPixelGreen(image,p)+color_vector.green*(1.0-(4.0*
(weight*weight)));
weight=QuantumScale*GetPixelBlue(image,p)-0.5;
pixel.blue=(double) GetPixelBlue(image,p)+color_vector.blue*(1.0-(4.0*
(weight*weight)));
weight=QuantumScale*GetPixelBlack(image,p)-0.5;
pixel.black=(double) GetPixelBlack(image,p)+color_vector.black*(1.0-(4.0*
(weight*weight)));
pixel.alpha=GetPixelAlpha(image,p);
SetPixelViaPixelInfo(tint_image,&pixel,q);
p+=GetPixelChannels(image);
q+=GetPixelChannels(tint_image);
}
if (SyncCacheViewAuthenticPixels(tint_view,exception) == MagickFalse)
status=MagickFalse;
if (image->progress_monitor != (MagickProgressMonitor) NULL)
{
MagickBooleanType
proceed;
#if defined(MAGICKCORE_OPENMP_SUPPORT)
#pragma omp critical (MagickCore_TintImage)
#endif
proceed=SetImageProgress(image,TintImageTag,progress++,image->rows);
if (proceed == MagickFalse)
status=MagickFalse;
}
}
tint_view=DestroyCacheView(tint_view);
image_view=DestroyCacheView(image_view);
if (status == MagickFalse)
tint_image=DestroyImage(tint_image);
return(tint_image);
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
% V i g n e t t e I m a g e %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% VignetteImage() softens the edges of the image in vignette style.
%
% The format of the VignetteImage method is:
%
% Image *VignetteImage(const Image *image,const double radius,
% const double sigma,const ssize_t x,const ssize_t y,
% ExceptionInfo *exception)
%
% A description of each parameter follows:
%
% o image: the image.
%
% o radius: the radius of the pixel neighborhood.
%
% o sigma: the standard deviation of the Gaussian, in pixels.
%
% o x, y: Define the x and y ellipse offset.
%
% o exception: return any errors or warnings in this structure.
%
*/
MagickExport Image *VignetteImage(const Image *image,const double radius,
const double sigma,const ssize_t x,const ssize_t y,ExceptionInfo *exception)
{
char
ellipse[MagickPathExtent];
DrawInfo
*draw_info;
Image
*canvas,
*blur_image,
*oval_image,
*vignette_image;
assert(image != (Image *) NULL);
assert(image->signature == MagickCoreSignature);
if (image->debug != MagickFalse)
(void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename);
assert(exception != (ExceptionInfo *) NULL);
assert(exception->signature == MagickCoreSignature);
canvas=CloneImage(image,0,0,MagickTrue,exception);
if (canvas == (Image *) NULL)
return((Image *) NULL);
if (SetImageStorageClass(canvas,DirectClass,exception) == MagickFalse)
{
canvas=DestroyImage(canvas);
return((Image *) NULL);
}
canvas->alpha_trait=BlendPixelTrait;
oval_image=CloneImage(canvas,canvas->columns,canvas->rows,MagickTrue,
exception);
if (oval_image == (Image *) NULL)
{
canvas=DestroyImage(canvas);
return((Image *) NULL);
}
(void) QueryColorCompliance("#000000",AllCompliance,
&oval_image->background_color,exception);
(void) SetImageBackgroundColor(oval_image,exception);
draw_info=CloneDrawInfo((const ImageInfo *) NULL,(const DrawInfo *) NULL);
(void) QueryColorCompliance("#ffffff",AllCompliance,&draw_info->fill,
exception);
(void) QueryColorCompliance("#ffffff",AllCompliance,&draw_info->stroke,
exception);
(void) FormatLocaleString(ellipse,MagickPathExtent,"ellipse %g,%g,%g,%g,"
"0.0,360.0",image->columns/2.0,image->rows/2.0,image->columns/2.0-x,
image->rows/2.0-y);
draw_info->primitive=AcquireString(ellipse);
(void) DrawImage(oval_image,draw_info,exception);
draw_info=DestroyDrawInfo(draw_info);
blur_image=BlurImage(oval_image,radius,sigma,exception);
oval_image=DestroyImage(oval_image);
if (blur_image == (Image *) NULL)
{
canvas=DestroyImage(canvas);
return((Image *) NULL);
}
blur_image->alpha_trait=UndefinedPixelTrait;
(void) CompositeImage(canvas,blur_image,IntensityCompositeOp,MagickTrue,
0,0,exception);
blur_image=DestroyImage(blur_image);
vignette_image=MergeImageLayers(canvas,FlattenLayer,exception);
canvas=DestroyImage(canvas);
if (vignette_image != (Image *) NULL)
(void) TransformImageColorspace(vignette_image,image->colorspace,exception);
return(vignette_image);
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
% W a v e I m a g e %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% WaveImage() creates a "ripple" effect in the image by shifting the pixels
% vertically along a sine wave whose amplitude and wavelength is specified
% by the given parameters.
%
% The format of the WaveImage method is:
%
% Image *WaveImage(const Image *image,const double amplitude,
% const double wave_length,const PixelInterpolateMethod method,
% ExceptionInfo *exception)
%
% A description of each parameter follows:
%
% o image: the image.
%
% o amplitude, wave_length: Define the amplitude and wave length of the
% sine wave.
%
% o interpolate: the pixel interpolation method.
%
% o exception: return any errors or warnings in this structure.
%
*/
MagickExport Image *WaveImage(const Image *image,const double amplitude,
const double wave_length,const PixelInterpolateMethod method,
ExceptionInfo *exception)
{
#define WaveImageTag "Wave/Image"
CacheView
*canvas_view,
*wave_view;
Image
*canvas,
*wave_image;
MagickBooleanType
status;
MagickOffsetType
progress;
double
*sine_map;
register ssize_t
i;
ssize_t
y;
/*
Initialize wave image attributes.
*/
assert(image != (Image *) NULL);
assert(image->signature == MagickCoreSignature);
if (image->debug != MagickFalse)
(void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename);
assert(exception != (ExceptionInfo *) NULL);
assert(exception->signature == MagickCoreSignature);
canvas=CloneImage(image,0,0,MagickTrue,exception);
if (canvas == (Image *) NULL)
return((Image *) NULL);
if ((canvas->alpha_trait == UndefinedPixelTrait) &&
(canvas->background_color.alpha != OpaqueAlpha))
(void) SetImageAlpha(canvas,OpaqueAlpha,exception);
wave_image=CloneImage(canvas,canvas->columns,(size_t) (canvas->rows+2.0*
fabs(amplitude)),MagickTrue,exception);
if (wave_image == (Image *) NULL)
{
canvas=DestroyImage(canvas);
return((Image *) NULL);
}
if (SetImageStorageClass(wave_image,DirectClass,exception) == MagickFalse)
{
canvas=DestroyImage(canvas);
wave_image=DestroyImage(wave_image);
return((Image *) NULL);
}
/*
Allocate sine map.
*/
sine_map=(double *) AcquireQuantumMemory((size_t) wave_image->columns,
sizeof(*sine_map));
if (sine_map == (double *) NULL)
{
canvas=DestroyImage(canvas);
wave_image=DestroyImage(wave_image);
ThrowImageException(ResourceLimitError,"MemoryAllocationFailed");
}
for (i=0; i < (ssize_t) wave_image->columns; i++)
sine_map[i]=fabs(amplitude)+amplitude*sin((double) ((2.0*MagickPI*i)/
wave_length));
/*
Wave image.
*/
status=MagickTrue;
progress=0;
canvas_view=AcquireVirtualCacheView(canvas,exception);
wave_view=AcquireAuthenticCacheView(wave_image,exception);
(void) SetCacheViewVirtualPixelMethod(canvas_view,
BackgroundVirtualPixelMethod);
#if defined(MAGICKCORE_OPENMP_SUPPORT)
#pragma omp parallel for schedule(static,4) shared(progress,status) \
magick_number_threads(canvas,wave_image,wave_image->rows,1)
#endif
for (y=0; y < (ssize_t) wave_image->rows; y++)
{
register Quantum
*magick_restrict q;
register ssize_t
x;
if (status == MagickFalse)
continue;
q=QueueCacheViewAuthenticPixels(wave_view,0,y,wave_image->columns,1,
exception);
if (q == (Quantum *) NULL)
{
status=MagickFalse;
continue;
}
for (x=0; x < (ssize_t) wave_image->columns; x++)
{
status=InterpolatePixelChannels(canvas,canvas_view,wave_image,method,
(double) x,(double) (y-sine_map[x]),q,exception);
if (status == MagickFalse)
break;
q+=GetPixelChannels(wave_image);
}
if (SyncCacheViewAuthenticPixels(wave_view,exception) == MagickFalse)
status=MagickFalse;
if (image->progress_monitor != (MagickProgressMonitor) NULL)
{
MagickBooleanType
proceed;
#if defined(MAGICKCORE_OPENMP_SUPPORT)
#pragma omp critical (MagickCore_WaveImage)
#endif
proceed=SetImageProgress(canvas,WaveImageTag,progress++,canvas->rows);
if (proceed == MagickFalse)
status=MagickFalse;
}
}
wave_view=DestroyCacheView(wave_view);
canvas_view=DestroyCacheView(canvas_view);
canvas=DestroyImage(canvas);
sine_map=(double *) RelinquishMagickMemory(sine_map);
if (status == MagickFalse)
wave_image=DestroyImage(wave_image);
return(wave_image);
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
% W a v e l e t D e n o i s e I m a g e %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% WaveletDenoiseImage() removes noise from the image using a wavelet
% transform. The wavelet transform is a fast hierarchical scheme for
% processing an image using a set of consecutive lowpass and high_pass filters,
% followed by a decimation. This results in a decomposition into different
% scales which can be regarded as different “frequency bands”, determined by
% the mother wavelet. Adapted from dcraw.c by David Coffin.
%
% The format of the WaveletDenoiseImage method is:
%
% Image *WaveletDenoiseImage(const Image *image,const double threshold,
% const double softness,ExceptionInfo *exception)
%
% A description of each parameter follows:
%
% o image: the image.
%
% o threshold: set the threshold for smoothing.
%
% o softness: attenuate the smoothing threshold.
%
% o exception: return any errors or warnings in this structure.
%
*/
static inline void HatTransform(const float *magick_restrict pixels,
const size_t stride,const size_t extent,const size_t scale,float *kernel)
{
const float
*magick_restrict p,
*magick_restrict q,
*magick_restrict r;
register ssize_t
i;
p=pixels;
q=pixels+scale*stride;
r=pixels+scale*stride;
for (i=0; i < (ssize_t) scale; i++)
{
kernel[i]=0.25f*(*p+(*p)+(*q)+(*r));
p+=stride;
q-=stride;
r+=stride;
}
for ( ; i < (ssize_t) (extent-scale); i++)
{
kernel[i]=0.25f*(2.0f*(*p)+*(p-scale*stride)+*(p+scale*stride));
p+=stride;
}
q=p-scale*stride;
r=pixels+stride*(extent-2);
for ( ; i < (ssize_t) extent; i++)
{
kernel[i]=0.25f*(*p+(*p)+(*q)+(*r));
p+=stride;
q+=stride;
r-=stride;
}
}
MagickExport Image *WaveletDenoiseImage(const Image *image,
const double threshold,const double softness,ExceptionInfo *exception)
{
CacheView
*image_view,
*noise_view;
float
*kernel,
*pixels;
Image
*noise_image;
MagickBooleanType
status;
MagickSizeType
number_pixels;
MemoryInfo
*pixels_info;
ssize_t
channel;
static const float
noise_levels[] = { 0.8002f, 0.2735f, 0.1202f, 0.0585f, 0.0291f, 0.0152f,
0.0080f, 0.0044f };
/*
Initialize noise image attributes.
*/
assert(image != (const Image *) NULL);
assert(image->signature == MagickCoreSignature);
if (image->debug != MagickFalse)
(void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename);
assert(exception != (ExceptionInfo *) NULL);
assert(exception->signature == MagickCoreSignature);
#if defined(MAGICKCORE_OPENCL_SUPPORT)
noise_image=AccelerateWaveletDenoiseImage(image,threshold,exception);
if (noise_image != (Image *) NULL)
return(noise_image);
#endif
noise_image=CloneImage(image,0,0,MagickTrue,exception);
if (noise_image == (Image *) NULL)
return((Image *) NULL);
if (SetImageStorageClass(noise_image,DirectClass,exception) == MagickFalse)
{
noise_image=DestroyImage(noise_image);
return((Image *) NULL);
}
if (AcquireMagickResource(WidthResource,4*image->columns) == MagickFalse)
ThrowImageException(ResourceLimitError,"MemoryAllocationFailed");
pixels_info=AcquireVirtualMemory(3*image->columns,image->rows*
sizeof(*pixels));
kernel=(float *) AcquireQuantumMemory(MagickMax(image->rows,image->columns),
GetOpenMPMaximumThreads()*sizeof(*kernel));
if ((pixels_info == (MemoryInfo *) NULL) || (kernel == (float *) NULL))
{
if (kernel != (float *) NULL)
kernel=(float *) RelinquishMagickMemory(kernel);
if (pixels_info != (MemoryInfo *) NULL)
pixels_info=RelinquishVirtualMemory(pixels_info);
ThrowImageException(ResourceLimitError,"MemoryAllocationFailed");
}
pixels=(float *) GetVirtualMemoryBlob(pixels_info);
status=MagickTrue;
number_pixels=(MagickSizeType) image->columns*image->rows;
image_view=AcquireAuthenticCacheView(image,exception);
noise_view=AcquireAuthenticCacheView(noise_image,exception);
for (channel=0; channel < (ssize_t) GetPixelChannels(image); channel++)
{
register ssize_t
i;
size_t
high_pass,
low_pass;
ssize_t
level,
y;
PixelChannel
pixel_channel;
PixelTrait
traits;
if (status == MagickFalse)
continue;
traits=GetPixelChannelTraits(image,(PixelChannel) channel);
if (traits == UndefinedPixelTrait)
continue;
pixel_channel=GetPixelChannelChannel(image,channel);
if ((pixel_channel != RedPixelChannel) &&
(pixel_channel != GreenPixelChannel) &&
(pixel_channel != BluePixelChannel))
continue;
/*
Copy channel from image to wavelet pixel array.
*/
i=0;
for (y=0; y < (ssize_t) image->rows; y++)
{
register const Quantum
*magick_restrict p;
ssize_t
x;
p=GetCacheViewAuthenticPixels(image_view,0,y,image->columns,1,exception);
if (p == (const Quantum *) NULL)
{
status=MagickFalse;
break;
}
for (x=0; x < (ssize_t) image->columns; x++)
{
pixels[i++]=(float) p[channel];
p+=GetPixelChannels(image);
}
}
/*
Low pass filter outputs are called approximation kernel & high pass
filters are referred to as detail kernel. The detail kernel
have high values in the noisy parts of the signal.
*/
high_pass=0;
for (level=0; level < 5; level++)
{
double
magnitude;
ssize_t
x,
y;
low_pass=(size_t) (number_pixels*((level & 0x01)+1));
#if defined(MAGICKCORE_OPENMP_SUPPORT)
#pragma omp parallel for schedule(static,1) \
magick_number_threads(image,image,image->rows,1)
#endif
for (y=0; y < (ssize_t) image->rows; y++)
{
const int
id = GetOpenMPThreadId();
register float
*magick_restrict p,
*magick_restrict q;
register ssize_t
x;
p=kernel+id*image->columns;
q=pixels+y*image->columns;
HatTransform(q+high_pass,1,image->columns,(size_t) (1 << level),p);
q+=low_pass;
for (x=0; x < (ssize_t) image->columns; x++)
*q++=(*p++);
}
#if defined(MAGICKCORE_OPENMP_SUPPORT)
#pragma omp parallel for schedule(static,1) \
magick_number_threads(image,image,image->columns,1)
#endif
for (x=0; x < (ssize_t) image->columns; x++)
{
const int
id = GetOpenMPThreadId();
register float
*magick_restrict p,
*magick_restrict q;
register ssize_t
y;
p=kernel+id*image->rows;
q=pixels+x+low_pass;
HatTransform(q,image->columns,image->rows,(size_t) (1 << level),p);
for (y=0; y < (ssize_t) image->rows; y++)
{
*q=(*p++);
q+=image->columns;
}
}
/*
To threshold, each coefficient is compared to a threshold value and
attenuated / shrunk by some factor.
*/
magnitude=threshold*noise_levels[level];
for (i=0; i < (ssize_t) number_pixels; ++i)
{
pixels[high_pass+i]-=pixels[low_pass+i];
if (pixels[high_pass+i] < -magnitude)
pixels[high_pass+i]+=magnitude-softness*magnitude;
else
if (pixels[high_pass+i] > magnitude)
pixels[high_pass+i]-=magnitude-softness*magnitude;
else
pixels[high_pass+i]*=softness;
if (high_pass != 0)
pixels[i]+=pixels[high_pass+i];
}
high_pass=low_pass;
}
/*
Reconstruct image from the thresholded wavelet kernel.
*/
i=0;
for (y=0; y < (ssize_t) image->rows; y++)
{
MagickBooleanType
sync;
register Quantum
*magick_restrict q;
register ssize_t
x;
ssize_t
offset;
q=GetCacheViewAuthenticPixels(noise_view,0,y,noise_image->columns,1,
exception);
if (q == (Quantum *) NULL)
{
status=MagickFalse;
break;
}
offset=GetPixelChannelOffset(noise_image,pixel_channel);
for (x=0; x < (ssize_t) image->columns; x++)
{
MagickRealType
pixel;
pixel=(MagickRealType) pixels[i]+pixels[low_pass+i];
q[offset]=ClampToQuantum(pixel);
i++;
q+=GetPixelChannels(noise_image);
}
sync=SyncCacheViewAuthenticPixels(noise_view,exception);
if (sync == MagickFalse)
status=MagickFalse;
}
if (image->progress_monitor != (MagickProgressMonitor) NULL)
{
MagickBooleanType
proceed;
proceed=SetImageProgress(image,AddNoiseImageTag,(MagickOffsetType)
channel,GetPixelChannels(image));
if (proceed == MagickFalse)
status=MagickFalse;
}
}
noise_view=DestroyCacheView(noise_view);
image_view=DestroyCacheView(image_view);
kernel=(float *) RelinquishMagickMemory(kernel);
pixels_info=RelinquishVirtualMemory(pixels_info);
if (status == MagickFalse)
noise_image=DestroyImage(noise_image);
return(noise_image);
}
|
GB_unaryop__ainv_uint16_uint64.c | //------------------------------------------------------------------------------
// GB_unaryop: hard-coded functions for each built-in unary operator
//------------------------------------------------------------------------------
// SuiteSparse:GraphBLAS, Timothy A. Davis, (c) 2017-2019, All Rights Reserved.
// http://suitesparse.com See GraphBLAS/Doc/License.txt for license.
//------------------------------------------------------------------------------
// If this file is in the Generated/ folder, do not edit it (auto-generated).
#include "GB.h"
#ifndef GBCOMPACT
#include "GB_control.h"
#include "GB_iterator.h"
#include "GB_unaryop__include.h"
// C=unop(A) is defined by the following types and operators:
// op(A) function: GB_unop__ainv_uint16_uint64
// op(A') function: GB_tran__ainv_uint16_uint64
// C type: uint16_t
// A type: uint64_t
// cast: uint16_t cij = (uint16_t) aij
// unaryop: cij = -aij
#define GB_ATYPE \
uint64_t
#define GB_CTYPE \
uint16_t
// aij = Ax [pA]
#define GB_GETA(aij,Ax,pA) \
uint64_t aij = Ax [pA]
#define GB_CX(p) Cx [p]
// unary operator
#define GB_OP(z, x) \
z = -x ;
// casting
#define GB_CASTING(z, x) \
uint16_t z = (uint16_t) x ;
// cij = op (cast (aij))
#define GB_CAST_OP(pC,pA) \
{ \
/* aij = Ax [pA] */ \
GB_GETA (aij, Ax, pA) ; \
/* Cx [pC] = op (cast (aij)) */ \
GB_CASTING (x, aij) ; \
GB_OP (GB_CX (pC), x) ; \
}
// disable this operator and use the generic case if these conditions hold
#define GB_DISABLE \
(GxB_NO_AINV || GxB_NO_UINT16 || GxB_NO_UINT64)
//------------------------------------------------------------------------------
// Cx = op (cast (Ax)): apply a unary operator
//------------------------------------------------------------------------------
GrB_Info GB_unop__ainv_uint16_uint64
(
uint16_t *restrict Cx,
const uint64_t *restrict Ax,
int64_t anz,
int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
#pragma omp parallel for num_threads(nthreads) schedule(static)
for (int64_t p = 0 ; p < anz ; p++)
{
GB_CAST_OP (p, p) ;
}
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// C = op (cast (A')): transpose, typecast, and apply a unary operator
//------------------------------------------------------------------------------
GrB_Info GB_tran__ainv_uint16_uint64
(
GrB_Matrix C,
const GrB_Matrix A,
int64_t **Rowcounts,
GBI_single_iterator Iter,
const int64_t *restrict A_slice,
int naslice
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
#define GB_PHASE_2_OF_2
#include "GB_unaryop_transpose.c"
return (GrB_SUCCESS) ;
#endif
}
#endif
|
main.c | #include <stdio.h>
int main() {
#pragma omp parallel
{
printf("Hello, world!\n");
}
return 0;
}
|
GB_unaryop__abs_uint32_uint16.c | //------------------------------------------------------------------------------
// GB_unaryop: hard-coded functions for each built-in unary operator
//------------------------------------------------------------------------------
// SuiteSparse:GraphBLAS, Timothy A. Davis, (c) 2017-2019, All Rights Reserved.
// http://suitesparse.com See GraphBLAS/Doc/License.txt for license.
//------------------------------------------------------------------------------
// If this file is in the Generated/ folder, do not edit it (auto-generated).
#include "GB.h"
#ifndef GBCOMPACT
#include "GB_control.h"
#include "GB_iterator.h"
#include "GB_unaryop__include.h"
// C=unop(A) is defined by the following types and operators:
// op(A) function: GB_unop__abs_uint32_uint16
// op(A') function: GB_tran__abs_uint32_uint16
// C type: uint32_t
// A type: uint16_t
// cast: uint32_t cij = (uint32_t) aij
// unaryop: cij = aij
#define GB_ATYPE \
uint16_t
#define GB_CTYPE \
uint32_t
// aij = Ax [pA]
#define GB_GETA(aij,Ax,pA) \
uint16_t aij = Ax [pA]
#define GB_CX(p) Cx [p]
// unary operator
#define GB_OP(z, x) \
z = x ;
// casting
#define GB_CASTING(z, x) \
uint32_t z = (uint32_t) x ;
// cij = op (cast (aij))
#define GB_CAST_OP(pC,pA) \
{ \
/* aij = Ax [pA] */ \
GB_GETA (aij, Ax, pA) ; \
/* Cx [pC] = op (cast (aij)) */ \
GB_CASTING (x, aij) ; \
GB_OP (GB_CX (pC), x) ; \
}
// disable this operator and use the generic case if these conditions hold
#define GB_DISABLE \
(GxB_NO_ABS || GxB_NO_UINT32 || GxB_NO_UINT16)
//------------------------------------------------------------------------------
// Cx = op (cast (Ax)): apply a unary operator
//------------------------------------------------------------------------------
GrB_Info GB_unop__abs_uint32_uint16
(
uint32_t *restrict Cx,
const uint16_t *restrict Ax,
int64_t anz,
int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
#pragma omp parallel for num_threads(nthreads) schedule(static)
for (int64_t p = 0 ; p < anz ; p++)
{
GB_CAST_OP (p, p) ;
}
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// C = op (cast (A')): transpose, typecast, and apply a unary operator
//------------------------------------------------------------------------------
GrB_Info GB_tran__abs_uint32_uint16
(
GrB_Matrix C,
const GrB_Matrix A,
int64_t *restrict *Rowcounts,
GBI_single_iterator Iter,
const int64_t *restrict A_slice,
int naslice
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
#define GB_PHASE_2_OF_2
#include "GB_unaryop_transpose.c"
return (GrB_SUCCESS) ;
#endif
}
#endif
|
sha256.c | /*
============================================================================
Name : MPC_SHA256.c
Author : Sobuno
Version : 0.1
Description : MPC SHA256 for one block only
============================================================================
Modified to fit runSHA256Proof
*/
#include <stdbool.h>
#include <stdint.h>
#include <stdio.h>
#include <stdlib.h>
#include <string.h>
#include <time.h>
#include "shared.h"
#include "omp.h"
#include "avtc.h"
#define CH(e, f, g) ((e & f) ^ ((~e) & g))
void CMT(unsigned char k[16], V v, unsigned char r[4], unsigned char hash[SHA256_DIGEST_LENGTH]) {
SHA256_CTX ctx;
SHA256_Init(&ctx);
SHA256_Update(&ctx, k, 16);
SHA256_Update(&ctx, &v, sizeof(v));
SHA256_Update(&ctx, r, 4);
SHA256_Final(hash, &ctx);
}
int totalRandom = 0;
int totalSha = 0;
int totalSS = 0;
int totalHash = 0;
uint32_t rand32() {
uint32_t x;
x = rand() & 0xff;
x |= (rand() & 0xff) << 8;
x |= (rand() & 0xff) << 16;
x |= (rand() & 0xff) << 24;
return x;
}
void printbits(uint32_t n) {
if (n) {
printbits(n >> 1);
printf("%d", n & 1);
}
}
void mpc_XOR(uint32_t x[3], uint32_t y[3], uint32_t z[3]) {
z[0] = x[0] ^ y[0];
z[1] = x[1] ^ y[1];
z[2] = x[2] ^ y[2];
}
void mpc_AND(uint32_t x[3], uint32_t y[3], uint32_t z[3], unsigned char *randomness[3], int *randCount, View views[3],
int *countY) {
uint32_t r[3] = {getRandom32(randomness[0], *randCount), getRandom32(randomness[1], *randCount),
getRandom32(randomness[2], *randCount)};
*randCount += 4;
uint32_t t[3] = {0};
t[0] = (x[0] & y[1]) ^ (x[1] & y[0]) ^ (x[0] & y[0]) ^ r[0] ^ r[1];
t[1] = (x[1] & y[2]) ^ (x[2] & y[1]) ^ (x[1] & y[1]) ^ r[1] ^ r[2];
t[2] = (x[2] & y[0]) ^ (x[0] & y[2]) ^ (x[2] & y[2]) ^ r[2] ^ r[0];
z[0] = t[0];
z[1] = t[1];
z[2] = t[2];
views[0].y[*countY] = z[0];
views[1].y[*countY] = z[1];
views[2].y[*countY] = z[2];
(*countY)++;
}
void mpc_NEGATE(uint32_t x[3], uint32_t z[3]) {
z[0] = ~x[0];
z[1] = ~x[1];
z[2] = ~x[2];
}
void mpc_ADD(uint32_t x[3], uint32_t y[3], uint32_t z[3], unsigned char *randomness[3], int *randCount, View views[3],
int *countY) {
uint32_t c[3] = {0};
uint32_t r[3] = {getRandom32(randomness[0], *randCount), getRandom32(randomness[1], *randCount),
getRandom32(randomness[2], *randCount)};
*randCount += 4;
uint8_t a[3], b[3];
uint8_t t;
for (int i = 0; i < 31; i++) {
a[0] = GETBIT(x[0] ^ c[0], i);
a[1] = GETBIT(x[1] ^ c[1], i);
a[2] = GETBIT(x[2] ^ c[2], i);
b[0] = GETBIT(y[0] ^ c[0], i);
b[1] = GETBIT(y[1] ^ c[1], i);
b[2] = GETBIT(y[2] ^ c[2], i);
t = (a[0] & b[1]) ^ (a[1] & b[0]) ^ GETBIT(r[1], i);
SETBIT(c[0], i + 1, t ^ (a[0] & b[0]) ^ GETBIT(c[0], i) ^ GETBIT(r[0], i));
t = (a[1] & b[2]) ^ (a[2] & b[1]) ^ GETBIT(r[2], i);
SETBIT(c[1], i + 1, t ^ (a[1] & b[1]) ^ GETBIT(c[1], i) ^ GETBIT(r[1], i));
t = (a[2] & b[0]) ^ (a[0] & b[2]) ^ GETBIT(r[0], i);
SETBIT(c[2], i + 1, t ^ (a[2] & b[2]) ^ GETBIT(c[2], i) ^ GETBIT(r[2], i));
}
z[0] = x[0] ^ y[0] ^ c[0];
z[1] = x[1] ^ y[1] ^ c[1];
z[2] = x[2] ^ y[2] ^ c[2];
views[0].y[*countY] = c[0];
views[1].y[*countY] = c[1];
views[2].y[*countY] = c[2];
*countY += 1;
}
void mpc_ADDK(uint32_t x[3], uint32_t y, uint32_t z[3], unsigned char *randomness[3], int *randCount, View views[3],
int *countY) {
uint32_t c[3] = {0};
uint32_t r[3] = {getRandom32(randomness[0], *randCount), getRandom32(randomness[1], *randCount),
getRandom32(randomness[2], *randCount)};
*randCount += 4;
uint8_t a[3], b[3];
uint8_t t;
for (int i = 0; i < 31; i++) {
a[0] = GETBIT(x[0] ^ c[0], i);
a[1] = GETBIT(x[1] ^ c[1], i);
a[2] = GETBIT(x[2] ^ c[2], i);
b[0] = GETBIT(y ^ c[0], i);
b[1] = GETBIT(y ^ c[1], i);
b[2] = GETBIT(y ^ c[2], i);
t = (a[0] & b[1]) ^ (a[1] & b[0]) ^ GETBIT(r[1], i);
SETBIT(c[0], i + 1, t ^ (a[0] & b[0]) ^ GETBIT(c[0], i) ^ GETBIT(r[0], i));
t = (a[1] & b[2]) ^ (a[2] & b[1]) ^ GETBIT(r[2], i);
SETBIT(c[1], i + 1, t ^ (a[1] & b[1]) ^ GETBIT(c[1], i) ^ GETBIT(r[1], i));
t = (a[2] & b[0]) ^ (a[0] & b[2]) ^ GETBIT(r[0], i);
SETBIT(c[2], i + 1, t ^ (a[2] & b[2]) ^ GETBIT(c[2], i) ^ GETBIT(r[2], i));
}
z[0] = x[0] ^ y ^ c[0];
z[1] = x[1] ^ y ^ c[1];
z[2] = x[2] ^ y ^ c[2];
views[0].y[*countY] = c[0];
views[1].y[*countY] = c[1];
views[2].y[*countY] = c[2];
*countY += 1;
}
int sha256(unsigned char *result, unsigned char *input, int numBits) {
uint32_t hA[8] = {0x6a09e667, 0xbb67ae85, 0x3c6ef372, 0xa54ff53a,
0x510e527f, 0x9b05688c, 0x1f83d9ab, 0x5be0cd19};
if (numBits > 447) {
printf("Input too long, aborting!");
return -1;
}
int chars = numBits >> 3;
unsigned char *chunk = calloc(64, 1); //512 bits
memcpy(chunk, input, chars);
chunk[chars] = 0x80;
//Last 8 chars used for storing length of input without padding, in big-endian.
//Since we only care for one block, we are safe with just using last 9 bits and 0'ing the rest
//chunk[60] = numBits >> 24;
//chunk[61] = numBits >> 16;
chunk[62] = numBits >> 8;
chunk[63] = numBits;
uint32_t w[64];
int i;
for (i = 0; i < 16; i++) {
w[i] = (chunk[i * 4] << 24) | (chunk[i * 4 + 1] << 16)
| (chunk[i * 4 + 2] << 8) | chunk[i * 4 + 3];
}
uint32_t s0, s1;
for (i = 16; i < 64; i++) {
s0 = RIGHTROTATE(w[i - 15], 7) ^ RIGHTROTATE(w[i - 15], 18)
^ (w[i - 15] >> 3);
s1 = RIGHTROTATE(w[i - 2], 17) ^ RIGHTROTATE(w[i - 2], 19)
^ (w[i - 2] >> 10);
w[i] = w[i - 16] + s0 + w[i - 7] + s1;
}
uint32_t a, b, c, d, e, f, g, h, temp1, temp2, maj;
a = hA[0];
b = hA[1];
c = hA[2];
d = hA[3];
e = hA[4];
f = hA[5];
g = hA[6];
h = hA[7];
for (i = 0; i < 64; i++) {
s1 = RIGHTROTATE(e, 6) ^ RIGHTROTATE(e, 11) ^ RIGHTROTATE(e, 25);
temp1 = h + s1 + CH(e, f, g) + k[i] + w[i];
s0 = RIGHTROTATE(a, 2) ^ RIGHTROTATE(a, 13) ^ RIGHTROTATE(a, 22);
maj = (a & (b ^ c)) ^ (b & c);
temp2 = s0 + maj;
h = g;
g = f;
f = e;
e = d + temp1;
d = c;
c = b;
b = a;
a = temp1 + temp2;
}
hA[0] += a;
hA[1] += b;
hA[2] += c;
hA[3] += d;
hA[4] += e;
hA[5] += f;
hA[6] += g;
hA[7] += h;
for (i = 0; i < 8; i++) {
result[i * 4] = (hA[i] >> 24);
result[i * 4 + 1] = (hA[i] >> 16);
result[i * 4 + 2] = (hA[i] >> 8);
result[i * 4 + 3] = hA[i];
}
return 0;
}
void mpc_RIGHTROTATE(uint32_t x[], int i, uint32_t z[]) {
z[0] = RIGHTROTATE(x[0], i);
z[1] = RIGHTROTATE(x[1], i);
z[2] = RIGHTROTATE(x[2], i);
}
void mpc_RIGHTSHIFT(uint32_t x[3], int i, uint32_t z[3]) {
z[0] = x[0] >> i;
z[1] = x[1] >> i;
z[2] = x[2] >> i;
}
void mpc_MAJ(uint32_t a[], uint32_t b[3], uint32_t c[3], uint32_t z[3], unsigned char *randomness[3], int *randCount,
View views[3], int *countY) {
uint32_t t0[3];
uint32_t t1[3];
mpc_XOR(a, b, t0);
mpc_XOR(a, c, t1);
mpc_AND(t0, t1, z, randomness, randCount, views, countY);
mpc_XOR(z, a, z);
}
void mpc_CH(uint32_t e[], uint32_t f[3], uint32_t g[3], uint32_t z[3], unsigned char *randomness[3], int *randCount,
View views[3], int *countY) {
uint32_t t0[3];
//e & (f^g) ^ g
mpc_XOR(f, g, t0);
mpc_AND(e, t0, t0, randomness, randCount, views, countY);
mpc_XOR(t0, g, z);
}
int mpc_sha256(unsigned char *results[3], unsigned char *inputs[3], int numBits, unsigned char *randomness[3],
View views[3], int *countY) {
if (numBits > 447) {
printf("Input too long, aborting!");
return -1;
}
int *randCount = calloc(1, sizeof(int));
int chars = numBits >> 3;
unsigned char *chunks[3];
uint32_t w[64][3];
for (int i = 0; i < 3; i++) {
chunks[i] = calloc(64, 1); //512 bits
memcpy(chunks[i], inputs[i], chars);
chunks[i][chars] = 0x80;
//Last 8 chars used for storing length of input without padding, in big-endian.
//Since we only care for one block, we are safe with just using last 9 bits and 0'ing the rest
//chunk[60] = numBits >> 24;
//chunk[61] = numBits >> 16;
chunks[i][62] = numBits >> 8;
chunks[i][63] = numBits;
memcpy(views[i].x, chunks[i], 64);
for (int j = 0; j < 16; j++) {
w[j][i] = (chunks[i][j * 4] << 24) | (chunks[i][j * 4 + 1] << 16)
| (chunks[i][j * 4 + 2] << 8) | chunks[i][j * 4 + 3];
}
free(chunks[i]);
}
uint32_t s0[3], s1[3];
uint32_t t0[3], t1[3];
for (int j = 16; j < 64; j++) {
//s0[i] = RIGHTROTATE(w[i][j-15],7) ^ RIGHTROTATE(w[i][j-15],18) ^ (w[i][j-15] >> 3);
mpc_RIGHTROTATE(w[j - 15], 7, t0);
mpc_RIGHTROTATE(w[j - 15], 18, t1);
mpc_XOR(t0, t1, t0);
mpc_RIGHTSHIFT(w[j - 15], 3, t1);
mpc_XOR(t0, t1, s0);
//s1[i] = RIGHTROTATE(w[i][j-2],17) ^ RIGHTROTATE(w[i][j-2],19) ^ (w[i][j-2] >> 10);
mpc_RIGHTROTATE(w[j - 2], 17, t0);
mpc_RIGHTROTATE(w[j - 2], 19, t1);
mpc_XOR(t0, t1, t0);
mpc_RIGHTSHIFT(w[j - 2], 10, t1);
mpc_XOR(t0, t1, s1);
//w[i][j] = w[i][j-16]+s0[i]+w[i][j-7]+s1[i];
mpc_ADD(w[j - 16], s0, t1, randomness, randCount, views, countY);
mpc_ADD(w[j - 7], t1, t1, randomness, randCount, views, countY);
mpc_ADD(t1, s1, w[j], randomness, randCount, views, countY);
}
uint32_t a[3] = {hA[0], hA[0], hA[0]};
uint32_t b[3] = {hA[1], hA[1], hA[1]};
uint32_t c[3] = {hA[2], hA[2], hA[2]};
uint32_t d[3] = {hA[3], hA[3], hA[3]};
uint32_t e[3] = {hA[4], hA[4], hA[4]};
uint32_t f[3] = {hA[5], hA[5], hA[5]};
uint32_t g[3] = {hA[6], hA[6], hA[6]};
uint32_t h[3] = {hA[7], hA[7], hA[7]};
uint32_t temp1[3], temp2[3], maj[3];
for (int i = 0; i < 64; i++) {
//s1 = RIGHTROTATE(e,6) ^ RIGHTROTATE(e,11) ^ RIGHTROTATE(e,25);
mpc_RIGHTROTATE(e, 6, t0);
mpc_RIGHTROTATE(e, 11, t1);
mpc_XOR(t0, t1, t0);
mpc_RIGHTROTATE(e, 25, t1);
mpc_XOR(t0, t1, s1);
//ch = (e & f) ^ ((~e) & g);
//temp1 = h + s1 + CH(e,f,g) + k[i]+w[i];
//t0 = h + s1
mpc_ADD(h, s1, t0, randomness, randCount, views, countY);
mpc_CH(e, f, g, t1, randomness, randCount, views, countY);
//t1 = t0 + t1 (h+s1+ch)
mpc_ADD(t0, t1, t1, randomness, randCount, views, countY);
mpc_ADDK(t1, k[i], t1, randomness, randCount, views, countY);
mpc_ADD(t1, w[i], temp1, randomness, randCount, views, countY);
//s0 = RIGHTROTATE(a,2) ^ RIGHTROTATE(a,13) ^ RIGHTROTATE(a,22);
mpc_RIGHTROTATE(a, 2, t0);
mpc_RIGHTROTATE(a, 13, t1);
mpc_XOR(t0, t1, t0);
mpc_RIGHTROTATE(a, 22, t1);
mpc_XOR(t0, t1, s0);
mpc_MAJ(a, b, c, maj, randomness, randCount, views, countY);
//temp2 = s0+maj;
mpc_ADD(s0, maj, temp2, randomness, randCount, views, countY);
memcpy(h, g, sizeof(uint32_t) * 3);
memcpy(g, f, sizeof(uint32_t) * 3);
memcpy(f, e, sizeof(uint32_t) * 3);
//e = d+temp1;
mpc_ADD(d, temp1, e, randomness, randCount, views, countY);
memcpy(d, c, sizeof(uint32_t) * 3);
memcpy(c, b, sizeof(uint32_t) * 3);
memcpy(b, a, sizeof(uint32_t) * 3);
//a = temp1+temp2;
mpc_ADD(temp1, temp2, a, randomness, randCount, views, countY);
}
uint32_t hHa[8][3] = {{hA[0], hA[0], hA[0]},
{hA[1], hA[1], hA[1]},
{hA[2], hA[2], hA[2]},
{hA[3], hA[3], hA[3]},
{hA[4], hA[4], hA[4]},
{hA[5], hA[5], hA[5]},
{hA[6], hA[6], hA[6]},
{hA[7], hA[7], hA[7]}};
mpc_ADD(hHa[0], a, hHa[0], randomness, randCount, views, countY);
mpc_ADD(hHa[1], b, hHa[1], randomness, randCount, views, countY);
mpc_ADD(hHa[2], c, hHa[2], randomness, randCount, views, countY);
mpc_ADD(hHa[3], d, hHa[3], randomness, randCount, views, countY);
mpc_ADD(hHa[4], e, hHa[4], randomness, randCount, views, countY);
mpc_ADD(hHa[5], f, hHa[5], randomness, randCount, views, countY);
mpc_ADD(hHa[6], g, hHa[6], randomness, randCount, views, countY);
mpc_ADD(hHa[7], h, hHa[7], randomness, randCount, views, countY);
for (int i = 0; i < 8; i++) {
mpc_RIGHTSHIFT(hHa[i], 24, t0);
results[0][i * 4] = t0[0];
results[1][i * 4] = t0[1];
results[2][i * 4] = t0[2];
mpc_RIGHTSHIFT(hHa[i], 16, t0);
results[0][i * 4 + 1] = t0[0];
results[1][i * 4 + 1] = t0[1];
results[2][i * 4 + 1] = t0[2];
mpc_RIGHTSHIFT(hHa[i], 8, t0);
results[0][i * 4 + 2] = t0[0];
results[1][i * 4 + 2] = t0[1];
results[2][i * 4 + 2] = t0[2];
results[0][i * 4 + 3] = hHa[i][0];
results[1][i * 4 + 3] = hHa[i][1];
results[2][i * 4 + 3] = hHa[i][2];
}
free(randCount);
return 0;
}
int writeToFile(char filename[], void *data, int size, int numItems) {
FILE *file;
file = fopen(filename, "wb");
if (!file) {
printf("Unable to open file!");
return 1;
}
fwrite(data, size, numItems, file);
fclose(file);
return 0;
}
a commit(int numBytes, unsigned char shares[3][numBytes], unsigned char *randomness[3], View views[3]) {
unsigned char *inputs[3];
inputs[0] = shares[0];
inputs[1] = shares[1];
inputs[2] = shares[2];
unsigned char *hashes[3];
hashes[0] = malloc(32);
hashes[1] = malloc(32);
hashes[2] = malloc(32);
int *countY = calloc(1, sizeof(int));
mpc_sha256(hashes, inputs, numBytes * 8, randomness, views, countY);
//Explicitly add y to view
for (int i = 0; i < 8; i++) {
views[0].y[*countY] = (hashes[0][i * 4] << 24) | (hashes[0][i * 4 + 1] << 16)
| (hashes[0][i * 4 + 2] << 8) | hashes[0][i * 4 + 3];
views[1].y[*countY] = (hashes[1][i * 4] << 24) | (hashes[1][i * 4 + 1] << 16)
| (hashes[1][i * 4 + 2] << 8) | hashes[1][i * 4 + 3];
views[2].y[*countY] = (hashes[2][i * 4] << 24) | (hashes[2][i * 4 + 1] << 16)
| (hashes[2][i * 4 + 2] << 8) | hashes[2][i * 4 + 3];
*countY += 1;
}
free(countY);
free(hashes[0]);
free(hashes[1]);
free(hashes[2]);
uint32_t *result1 = malloc(32);
output(views[0], result1);
uint32_t *result2 = malloc(32);
output(views[1], result2);
uint32_t *result3 = malloc(32);
output(views[2], result3);
a a;
memcpy(a.yp[0], result1, 32);
memcpy(a.yp[1], result2, 32);
memcpy(a.yp[2], result3, 32);
free(result1);
free(result2);
free(result3);
return a;
}
Z prove(int e, unsigned char keys[3][16], unsigned char rs[3][4], V views[3]) {
Z z;
memcpy(z.ke, keys[e], 16);
memcpy(z.ke1, keys[(e + 1) % 3], 16);
z.ve = views[e];
z.ve1 = views[(e + 1) % 3];
memcpy(z.re, rs[e], 4);
memcpy(z.re1, rs[(e + 1) % 3], 4);
return z;
}
Z *packSHA256A(int *es, sha256TotalViews sha256Views) {
Z *zs = malloc(sizeof(Z) * ITERATIONS);
for (int i = 0; i < ITERATIONS; i++) {
zs[i] = prove((es[i] + 1) % 3, sha256Views.keys[i], sha256Views.rs[i], sha256Views.localViews[i]);
}
return zs;
}
void out(V v, uint32_t *result) {
memcpy(result, &v.y[ySize - 8], 32);
}
z zFromZ(Z zz) {
z z;
memcpy(z.ve.x, zz.ve.x, sizeof(char) * 64);
memcpy(z.ve.y, zz.ve.y, sizeof(uint32_t) * ySize);
memcpy(z.ve1.x, zz.ve1.x, sizeof(char) * 64);
memcpy(z.ve1.y, zz.ve1.y, sizeof(uint32_t) * ySize);
memcpy(z.re, zz.re, sizeof(char) * 4);
memcpy(z.re1, zz.re1, sizeof(char) * 4);
memcpy(z.ke, zz.ke, sizeof(char) * 16);
memcpy(z.ke1, zz.ke1, sizeof(char) * 16);
return z;
}
sha256TotalViews runSHA256Proof(unsigned char shares[ITERATIONS][3][SECRET_LENGTH / 8]) {
setbuf(stdout, NULL);
srand((unsigned) time(NULL));
init_EVP();
openmp_thread_setup();
unsigned char garbage[4];
if (RAND_bytes(garbage, 4) != 1) {
printf("RAND_bytes failed crypto, aborting\n");
exit(2);
}
sha256TotalViews sha256Views;
//Generating keys
if (RAND_bytes(sha256Views.keys, ITERATIONS * 3 * 16) != 1) {
printf("RAND_bytes failed crypto, aborting\n");
exit(2);
}
if (RAND_bytes(sha256Views.keys, ITERATIONS * 3 * 4) != 1) {
printf("RAND_bytes failed crypto, aborting\n");
exit(2);
}
//Generating randomness
unsigned char *randomness[ITERATIONS][3];
#pragma omp parallel for default(none) shared(randomness, sha256Views)
for (int k = 0; k < ITERATIONS; k++) {
for (int j = 0; j < 3; j++) {
randomness[k][j] = malloc(2912 * sizeof(unsigned char));
getAllRandomness(sha256Views.keys[k][j], randomness[k][j]);
}
}
//Running MPC-SHA2
#pragma omp parallel for default(none) shared(sha256Views, shares, randomness)
for (int k = 0; k < ITERATIONS; k++) {
a iterationViews = commit(SECRET_LENGTH / 8, shares[k], randomness[k], sha256Views.localViews[k]);
memcpy(sha256Views.as[k].yp, &iterationViews.yp, sizeof(int) * 3 * 8);
for (int j = 0; j < 3; j++) {
free(randomness[k][j]);
}
}
for (int k = 0; k < ITERATIONS; k++) {
unsigned char hash1[SHA256_DIGEST_LENGTH];
CMT(sha256Views.keys[k][0], sha256Views.localViews[k][0], sha256Views.rs[k][0], &hash1);
memcpy(sha256Views.as[k].h[0], &hash1, 32);
CMT(sha256Views.keys[k][1], sha256Views.localViews[k][1], sha256Views.rs[k][1], &hash1);
memcpy(sha256Views.as[k].h[1], &hash1, 32);
CMT(sha256Views.keys[k][2], sha256Views.localViews[k][2], sha256Views.rs[k][2], &hash1);
memcpy(sha256Views.as[k].h[2], &hash1, 32);
}
return sha256Views;
}
int verifySHA256(A a, int e, Z zz, unsigned char inputs[2][SECRET_LENGTH / 8]) {
z z = zFromZ(zz);
unsigned char* hash = malloc(SHA256_DIGEST_LENGTH);
H(z.ke, z.ve, z.re, hash);
if (memcmp(a.h[e], hash, 32) != 0) {
printf("Failing at %d", __LINE__);
return 1;
}
H(z.ke1, z.ve1, z.re1, hash);
if (memcmp(a.h[(e + 1) % 3], hash, 32) != 0) {
printf("Failing at %d", __LINE__);
return 1;
}
free(hash);
uint32_t* result = malloc(32);
output(z.ve, result);
if (memcmp(a.yp[e], result, 32) != 0) {
printf("Failing at %d", __LINE__);
return 1;
}
output(z.ve1, result);
if (memcmp(a.yp[(e + 1) % 3], result, 32) != 0) {
printf("Failing at %d", __LINE__);
return 1;
}
free(result);
unsigned char randomness[2][2912];
getAllRandomness(z.ke, randomness[0]);
getAllRandomness(z.ke1, randomness[1]);
int* randCount = calloc(1, sizeof(int));
int* countY = calloc(1, sizeof(int));
uint32_t w[64][2];
for (int j = 0; j < 16; j++) {
w[j][0] = (z.ve.x[j * 4] << 24) | (z.ve.x[j * 4 + 1] << 16)
| (z.ve.x[j * 4 + 2] << 8) | z.ve.x[j * 4 + 3];
w[j][1] = (z.ve1.x[j * 4] << 24) | (z.ve1.x[j * 4 + 1] << 16)
| (z.ve1.x[j * 4 + 2] << 8) | z.ve1.x[j * 4 + 3];
}
uint32_t s0[2], s1[2];
uint32_t t0[2], t1[2];
for (int j = 16; j < 64; j++) {
//s0[i] = RIGHTROTATE(w[i][j-15],7) ^ RIGHTROTATE(w[i][j-15],18) ^ (w[i][j-15] >> 3);
mpc_RIGHTROTATE2(w[j-15], 7, t0);
mpc_RIGHTROTATE2(w[j-15], 18, t1);
mpc_XOR2(t0, t1, t0);
mpc_RIGHTSHIFT2(w[j-15], 3, t1);
mpc_XOR2(t0, t1, s0);
//s1[i] = RIGHTROTATE(w[i][j-2],17) ^ RIGHTROTATE(w[i][j-2],19) ^ (w[i][j-2] >> 10);
mpc_RIGHTROTATE2(w[j-2], 17, t0);
mpc_RIGHTROTATE2(w[j-2], 19, t1);
mpc_XOR2(t0, t1, t0);
mpc_RIGHTSHIFT2(w[j-2],10,t1);
mpc_XOR2(t0, t1, s1);
//w[i][j] = w[i][j-16]+s0[i]+w[i][j-7]+s1[i];
if(mpc_ADD_verify(w[j-16], s0, t1, z.ve, z.ve1, randomness, randCount, countY) == 1) {
printf("Failing at %d, iteration %d", __LINE__, j);
return 1;
}
if(mpc_ADD_verify(w[j-7], t1, t1, z.ve, z.ve1, randomness, randCount, countY) == 1) {
printf("Failing at %d, iteration %d", __LINE__, j);
return 1;
}
if(mpc_ADD_verify(t1, s1, w[j], z.ve, z.ve1, randomness, randCount, countY) == 1) {
printf("Failing at %d, iteration %d", __LINE__, j);
return 1;
}
}
uint32_t va[2] = { hA[0],hA[0] };
uint32_t vb[2] = { hA[1],hA[1] };
uint32_t vc[2] = { hA[2],hA[2] };
uint32_t vd[2] = { hA[3],hA[3] };
uint32_t ve[2] = { hA[4],hA[4] };
uint32_t vf[2] = { hA[5],hA[5] };
uint32_t vg[2] = { hA[6],hA[6] };
uint32_t vh[2] = { hA[7],hA[7] };
uint32_t temp1[3], temp2[3], maj[3];
for (int i = 0; i < 64; i++) {
//s1 = RIGHTROTATE(e,6) ^ RIGHTROTATE(e,11) ^ RIGHTROTATE(e,25);
mpc_RIGHTROTATE2(ve, 6, t0);
mpc_RIGHTROTATE2(ve, 11, t1);
mpc_XOR2(t0, t1, t0);
mpc_RIGHTROTATE2(ve, 25, t1);
mpc_XOR2(t0, t1, s1);
//ch = (e & f) ^ ((~e) & g);
//temp1 = h + s1 + CH(e,f,g) + k[i]+w[i];
//t0 = h + s1
if(mpc_ADD_verify(vh, s1, t0, z.ve, z.ve1, randomness, randCount, countY) == 1) {
printf("Failing at %d, iteration %d", __LINE__, i);
return 1;
}
if(mpc_CH_verify(ve, vf, vg, t1, z.ve, z.ve1, randomness, randCount, countY) == 1) {
printf("Failing at %d, iteration %d", __LINE__, i);
return 1;
}
//t1 = t0 + t1 (h+s1+ch)
if(mpc_ADD_verify(t0, t1, t1, z.ve, z.ve1, randomness, randCount, countY) == 1) {
printf("Failing at %d, iteration %d", __LINE__, i);
return 1;
}
t0[0] = k[i];
t0[1] = k[i];
if(mpc_ADD_verify(t1, t0, t1, z.ve, z.ve1, randomness, randCount, countY) == 1) {
printf("Failing at %d, iteration %d", __LINE__, i);
return 1;
}
if(mpc_ADD_verify(t1, w[i], temp1, z.ve, z.ve1, randomness, randCount, countY) == 1) {
printf("Failing at %d, iteration %d", __LINE__, i);
return 1;
}
//s0 = RIGHTROTATE(a,2) ^ RIGHTROTATE(a,13) ^ RIGHTROTATE(a,22);
mpc_RIGHTROTATE2(va, 2, t0);
mpc_RIGHTROTATE2(va, 13, t1);
mpc_XOR2(t0, t1, t0);
mpc_RIGHTROTATE2(va, 22, t1);
mpc_XOR2(t0, t1, s0);
//maj = (a & (b ^ c)) ^ (b & c);
//(a & b) ^ (a & c) ^ (b & c)
if(mpc_MAJ_verify(va, vb, vc, maj, z.ve, z.ve1, randomness, randCount, countY) == 1) {
printf("Failing at %d, iteration %d", __LINE__, i);
return 1;
}
//temp2 = s0+maj;
if(mpc_ADD_verify(s0, maj, temp2, z.ve, z.ve1, randomness, randCount, countY) == 1) {
printf("Failing at %d, iteration %d", __LINE__, i);
return 1;
}
memcpy(vh, vg, sizeof(uint32_t) * 2);
memcpy(vg, vf, sizeof(uint32_t) * 2);
memcpy(vf, ve, sizeof(uint32_t) * 2);
//e = d+temp1;
if(mpc_ADD_verify(vd, temp1, ve, z.ve, z.ve1, randomness, randCount, countY) == 1) {
printf("Failing at %d, iteration %d", __LINE__, i);
return 1;
}
memcpy(vd, vc, sizeof(uint32_t) * 2);
memcpy(vc, vb, sizeof(uint32_t) * 2);
memcpy(vb, va, sizeof(uint32_t) * 2);
//a = temp1+temp2;
if(mpc_ADD_verify(temp1, temp2, va, z.ve, z.ve1, randomness, randCount, countY) == 1) {
printf("Failing at %d, iteration %d", __LINE__, i);
return 1;
}
}
uint32_t hHa[8][3] = { { hA[0],hA[0],hA[0] }, { hA[1],hA[1],hA[1] }, { hA[2],hA[2],hA[2] }, { hA[3],hA[3],hA[3] },
{ hA[4],hA[4],hA[4] }, { hA[5],hA[5],hA[5] }, { hA[6],hA[6],hA[6] }, { hA[7],hA[7],hA[7] } };
if(mpc_ADD_verify(hHa[0], va, hHa[0], z.ve, z.ve1, randomness, randCount, countY) == 1) {
printf("Failing at %d", __LINE__);
return 1;
}
if(mpc_ADD_verify(hHa[1], vb, hHa[1], z.ve, z.ve1, randomness, randCount, countY) == 1) {
#if VERBOSE
printf("Failing at %d", __LINE__);
#endif
return 1;
}
if(mpc_ADD_verify(hHa[2], vc, hHa[2], z.ve, z.ve1, randomness, randCount, countY) == 1) {
#if VERBOSE
printf("Failing at %d", __LINE__);
#endif
return 1;
}
if(mpc_ADD_verify(hHa[3], vd, hHa[3], z.ve, z.ve1, randomness, randCount, countY) == 1) {
#if VERBOSE
printf("Failing at %d", __LINE__);
#endif
return 1;
}
if(mpc_ADD_verify(hHa[4], ve, hHa[4], z.ve, z.ve1, randomness, randCount, countY) == 1) {
#if VERBOSE
printf("Failing at %d", __LINE__);
#endif
return 1;
}
if(mpc_ADD_verify(hHa[5], vf, hHa[5], z.ve, z.ve1, randomness, randCount, countY) == 1) {
#if VERBOSE
printf("Failing at %d", __LINE__);
#endif
return 1;
}
if(mpc_ADD_verify(hHa[6], vg, hHa[6], z.ve, z.ve1, randomness, randCount, countY) == 1) {
#if VERBOSE
printf("Failing at %d", __LINE__);
#endif
return 1;
}
if(mpc_ADD_verify(hHa[7], vh, hHa[7], z.ve, z.ve1, randomness, randCount, countY) == 1) {
#if VERBOSE
printf("Failing at %d", __LINE__);
#endif
return 1;
}
free(randCount);
free(countY);
return 0;
}
|
GB_unaryop__lnot_int64_int64.c | //------------------------------------------------------------------------------
// GB_unaryop: hard-coded functions for each built-in unary operator
//------------------------------------------------------------------------------
// SuiteSparse:GraphBLAS, Timothy A. Davis, (c) 2017-2019, All Rights Reserved.
// http://suitesparse.com See GraphBLAS/Doc/License.txt for license.
//------------------------------------------------------------------------------
// If this file is in the Generated/ folder, do not edit it (auto-generated).
#include "GB.h"
#ifndef GBCOMPACT
#include "GB_control.h"
#include "GB_iterator.h"
#include "GB_unaryop__include.h"
// C=unop(A) is defined by the following types and operators:
// op(A) function: GB_unop__lnot_int64_int64
// op(A') function: GB_tran__lnot_int64_int64
// C type: int64_t
// A type: int64_t
// cast: int64_t cij = (int64_t) aij
// unaryop: cij = !(aij != 0)
#define GB_ATYPE \
int64_t
#define GB_CTYPE \
int64_t
// aij = Ax [pA]
#define GB_GETA(aij,Ax,pA) \
int64_t aij = Ax [pA]
#define GB_CX(p) Cx [p]
// unary operator
#define GB_OP(z, x) \
z = !(x != 0) ;
// casting
#define GB_CASTING(z, x) \
int64_t z = (int64_t) x ;
// cij = op (cast (aij))
#define GB_CAST_OP(pC,pA) \
{ \
/* aij = Ax [pA] */ \
GB_GETA (aij, Ax, pA) ; \
/* Cx [pC] = op (cast (aij)) */ \
GB_CASTING (x, aij) ; \
GB_OP (GB_CX (pC), x) ; \
}
// disable this operator and use the generic case if these conditions hold
#define GB_DISABLE \
(GxB_NO_LNOT || GxB_NO_INT64)
//------------------------------------------------------------------------------
// Cx = op (cast (Ax)): apply a unary operator
//------------------------------------------------------------------------------
GrB_Info GB_unop__lnot_int64_int64
(
int64_t *restrict Cx,
const int64_t *restrict Ax,
int64_t anz,
int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
#pragma omp parallel for num_threads(nthreads) schedule(static)
for (int64_t p = 0 ; p < anz ; p++)
{
GB_CAST_OP (p, p) ;
}
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// C = op (cast (A')): transpose, typecast, and apply a unary operator
//------------------------------------------------------------------------------
GrB_Info GB_tran__lnot_int64_int64
(
GrB_Matrix C,
const GrB_Matrix A,
int64_t *restrict *Rowcounts,
GBI_single_iterator Iter,
const int64_t *restrict A_slice,
int naslice
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
#define GB_PHASE_2_OF_2
#include "GB_unaryop_transpose.c"
return (GrB_SUCCESS) ;
#endif
}
#endif
|
module_bl_mynn_mym_level2_impl.h |
#ifndef __MODULE_BL_MYNN_MYM_LEVEL2_IMPL_H__
#define __MODULE_BL_MYNN_MYM_LEVEL2_IMPL_H__
// File version granularity.
#ifndef MODULE_BL_MYNN_MYM_LEVEL2_IMPL_VERSION_MAJOR
#define MODULE_BL_MYNN_MYM_LEVEL2_IMPL_VERSION_MAJOR 1
#endif
#ifndef MODULE_BL_MYNN_MYM_LEVEL2_IMPL_VERSION_MINOR
#define MODULE_BL_MYNN_MYM_LEVEL2_IMPL_VERSION_MINOR 0
#endif
#ifndef MODULE_BL_MYNN_MYM_LEVEL2_IMPL_PATCH_VERSION
#define MODULE_BL_MYNN_MYM_LEVEL2_IMPL_PATCH_VERSION 0
#endif
#ifndef MODULE_BL_MYNN_MYM_LEVEL2_IMPL_CREATE_DATE
#define MODULE_BL_MYNN_MYM_LEVEL2_IMPL_CREATE_DATE "Date: 07-11-2016 , Time: 12:37 PM GMT+2"
#endif
// Set this value to successful build date/time.
#ifndef MODULE_BL_MYNN_MYM_LEVEL2_IMPL_BUILD_DATE
#define MODULE_BL_MYNN_MYM_LEVEL2_IMPL_BUILD_DATE ""
#endif
#ifndef MODULE_BL_MYNN_MYM_LEVEL2_IMPL_AUTHOR
#define MODULE_BL_MYNN_MYM_LEVEL2_IMPL_AUTHOR "Name: Bernard Gingold , e-mail: beniekg@gmail.com"
#endif
#include "module_bl_mynn_F90_iface.h"
#include "PhysLib_Config.h"
#include "std_headers.h"
namespace wrf_phys_wrappers {
namespace module_bl_mynn {
template<typename R32 = float,
typename I32 = int > struct Wrap_Mym_Level2 {
/******************************************
Constructors and Destructor.
*******************************************/
/*
@Purpose:
Default Constructor - explicitly default.
*/
Wrap_Mym_Level2() = default;
/*
@Purpose:
1st 'main' Constructor which purpose
is to allocate and initialize scalar
and array members. Array members are
zero-filled. Caller must later initialize
input arrays to correct physical state.
*/
Wrap_Mym_Level2(_In_ const I32 KTS,
_In_ const I32 KTE)
:
m_KTS{ KTS },
m_KTE{ KTE },
m_dz{ reinterpret_cast<R32*>(_mm_malloc((m_KTE * sizeof(R32)), align32B)) },
m_u{ reinterpret_cast<R32*>(_mm_malloc((m_KTE * sizeof(R32)), align32B)) },
m_v{ reinterpret_cast<R32*>(_mm_malloc((m_KTE * sizeof(R32)), align32B)) },
m_thl{ reinterpret_cast<R32*>(_mm_malloc((m_KTE * sizeof(R32)), align32B)) },
m_qw{ reinterpret_cast<R32*>(_mm_malloc((m_KTE * sizeof(R32)), align32B)) },
m_ql{ reinterpret_cast<R32*>(_mm_malloc((m_KTE * sizeof(R32)), align32B)) },
m_vt{ reinterpret_cast<R32*>(_mm_malloc((m_KTE * sizeof(R32)), align32B)) },
m_vq{ reinterpret_cast<R32*>(_mm_malloc((m_KTE * sizeof(R32)), align32B)) },
m_dtl{ reinterpret_cast<R32*>(_mm_malloc((m_KTE * sizeof(R32)), align32B)) },
m_dqw{ reinterpret_cast<R32*>(_mm_malloc((m_KTE * sizeof(R32)), align32B)) },
m_dtv{ reinterpret_cast<R32*>(_mm_malloc((m_KTE * sizeof(R32)), align32B)) },
m_gm{ reinterpret_cast<R32*>(_mm_malloc((m_KTE * sizeof(R32)), align32B)) },
m_gh{ reinterpret_cast<R32*>(_mm_malloc((m_KTE * sizeof(R32)), align32B)) },
m_sm{ reinterpret_cast<R32*>(_mm_malloc((m_KTE * sizeof(R32)), align32B)) },
m_sh{ reinterpret_cast<R32*>(_mm_malloc((m_KTE * sizeof(R32)), align32B)) } {
// Checking for memory allocation errors i.e. (malloc failures).
for (int i{ 0 }; i != this->m_totArrays; ++i) {
if ((&this->m_dz)[i] == NULL) {
std::cerr << "[" << __DATE__ << ":" << __TIME__ << "]" << "FATAL ERROR: Memory allocation failure in 1st Ctor: 'Wrap_Mym_Level2'!!\n";
std::cerr << "at " << __FILE__ << ":" << __LINE__ << "(" << std::hex << "0x" << __FUNCTIONW__ << ")" << "\n";
std::cerr << "***** ERROR-DETAILS ***** \n";
std::cerr << "Failure detected at index: " << i << " heap address: " << std::hex << "0x" << (&this->m_dz)[i] << "\n";
std::cerr << "Cannot recover, hence on first failure occurrence --> calling exit(-1)!!\n";
std::exit(-1);
}
}
// Zero-initialize arrays.
// Using OpenMP and vectorization for
// innermost stride.
// Zero-initialization of Arrays 1D.
#if defined (USE_ICL_OPENMP) && \
OPENMP_CURR_VER >= 40
#pragma omp parallel for if(m_KTE >= (1 << 20))
#if defined (USE_AUTO_VECTORIZATION)
#pragma ivdep
#pragma simd
#pragma unroll(UNROLL_4X)
#endif
for (int i = m_KTS; i != m_KTE; ++i) {
this->m_dz[i] = 0.F;
this->m_u[i] = 0.F;
this->m_v[i] = 0.F;
this->m_thl[i] = 0.F;
this->m_qw[i] = 0.F;
this->m_ql[i] = 0.F;
this->m_vt[i] = 0.F;
this->m_vq[i] = 0.F;
this->m_dtl[i] = 0.F;
this->m_dqw[i] = 0.F;
this->m_dtv[i] = 0.F;
this->m_gm[i] = 0.F;
this->m_gh[i] = 0.F;
this->m_sm[i] = 0.F;
this->m_sh[i] = 0.F;
}
#else
#if defined (USE_AUTO_VECTORIZATION)
#pragma ivdep
#pragma simd
#pragma unroll(UNROLL_4X)
#endif
for (int i = m_KTS; i != m_KTE; ++i) {
this->m_dz[i] = 0.F;
this->m_u[i] = 0.F;
this->m_v[i] = 0.F;
this->m_thl[i] = 0.F;
this->m_qw[i] = 0.F;
this->m_ql[i] = 0.F;
this->m_vt[i] = 0.F;
this->m_vq[i] = 0.F;
this->m_dtl[i] = 0.F;
this->m_dqw[i] = 0.F;
this->m_dtv[i] = 0.F;
this->m_gm[i] = 0.F;
this->m_gh[i] = 0.F;
this->m_sm[i] = 0.F;
this->m_sh[i] = 0.F;
}
#endif
}
/*
@Purpose:
2nd 'main' Constructor which purpose
is to allocate and initialize scalar
and array members. Array output members are
zero-filled. Caller must pass initialized
input arrays to correct physical state.
*/
Wrap_Mym_Level2(_In_ const I32 KTS,
_In_ const I32 KTE,
_In_ R32* __restrict const dz,
_In_ R32* __restrict const u,
_In_ R32* __restrict const v,
_In_ R32* __restrict const thl,
_In_ R32* __restrict const qw,
_In_ R32* __restrict const ql,
_In_ R32* __restrict const vt,
_In_ R32* __restrict const vq)
:
m_KTS{ KTS },
m_KTE{ KTE },
m_dz{ reinterpret_cast<R32*>(_mm_malloc((m_KTE * sizeof(R32)), align32B)) },
m_u{ reinterpret_cast<R32*>(_mm_malloc((m_KTE * sizeof(R32)), align32B)) },
m_v{ reinterpret_cast<R32*>(_mm_malloc((m_KTE * sizeof(R32)), align32B)) },
m_thl{ reinterpret_cast<R32*>(_mm_malloc((m_KTE * sizeof(R32)), align32B)) },
m_qw{ reinterpret_cast<R32*>(_mm_malloc((m_KTE * sizeof(R32)), align32B)) },
m_ql{ reinterpret_cast<R32*>(_mm_malloc((m_KTE * sizeof(R32)), align32B)) },
m_vt{ reinterpret_cast<R32*>(_mm_malloc((m_KTE * sizeof(R32)), align32B)) },
m_vq{ reinterpret_cast<R32*>(_mm_malloc((m_KTE * sizeof(R32)), align32B)) },
m_dtl{ reinterpret_cast<R32*>(_mm_malloc((m_KTE * sizeof(R32)), align32B)) },
m_dqw{ reinterpret_cast<R32*>(_mm_malloc((m_KTE * sizeof(R32)), align32B)) },
m_dtv{ reinterpret_cast<R32*>(_mm_malloc((m_KTE * sizeof(R32)), align32B)) },
m_gm{ reinterpret_cast<R32*>(_mm_malloc((m_KTE * sizeof(R32)), align32B)) },
m_gh{ reinterpret_cast<R32*>(_mm_malloc((m_KTE * sizeof(R32)), align32B)) },
m_sm{ reinterpret_cast<R32*>(_mm_malloc((m_KTE * sizeof(R32)), align32B)) },
m_sh{ reinterpret_cast<R32*>(_mm_malloc((m_KTE * sizeof(R32)), align32B)) } {
// Check for memory alloction errors i.e. (malloc failures).
for (int i{ 0 }; i != this->m_totArrays; ++i) {
if ((&this->m_dz)[i] == NULL) {
std::cerr << "[" << __DATE__ << ":" << __TIME__ << "]" << "FATAL ERROR: Memory allocation failure in 2nd Ctor: 'Wrap_Mym_Level2'!!\n";
std::cerr << "at " << __FILE__ << ":" << __LINE__ << "(" << std::hex << "0x" << __FUNCTIONW__ << ")" << "\n";
std::cerr << "***** ERROR-DETAILS ***** \n";
std::cerr << "Failure detected at index: " << i << " heap address: " << std::hex << "0x" << (&this->m_dz)[i] << "\n";
std::cerr << "Cannot recover, hence on first failure occurrence --> calling exit(-1)!!\n";
std::exit(-1);
}
}
// Check for null pointer occurrence.
if (dz == NULL ||
u == NULL ||
v == NULL ||
thl == NULL ||
qw == NULL ||
ql == NULL ||
vt == NULL ||
vq == NULL || ) {
std::cerr << "[" << __DATE__ << ":" << __TIME__ << "]" << "FATAL ERROR: Memory allocation failure in 2nd Ctor: 'Wrap_Mym_Level2'!!\n";
std::cerr << "at " << __FILE__ << ":" << __LINE__ << "(" << std::hex << "0x" << __FUNCTIONW__ << ")" << "\n";
std::cerr << "***** ERROR-DETAILS ***** \n";
std::cerr << "One or more caller's arrays contains invalid pointer!!\n";
std::cerr << "Cannot recover, hence on first failure occurrence --> calling exit(-1)!!\n";
std::exit(-1);
}
// Using OpenMP and vectorization for
// innermost stride.
// Copying input Arrays 1D.
#if defined (USE_ICL_OPENMP) && \
OPENMP_CURR_VER >= 40
#pragma omp parallel for if(m_KTE >= (1 << 20))
#if defined (USE_AUTO_VECTORIZATION)
#pragma ivdep
#pragma simd
#pragma unroll(UNROLL_4X)
#endif
for (int i = m_KTS; i != m_KTE; ++i) {
this->m_dz[i] = dz[i];
this->m_u[i] = u[i];
this->m_v[i] = v[i];
this->m_thl[i] = thl[i];
this->m_qw[i] = qw[i];
this->m_ql[i] = ql[i];
this->m_vt[i] = vt[i];
this->m_vq[i] = vq[i];
this->m_dtl[i] = 0.F;
this->m_dqw[i] = 0.F;
this->m_dtv[i] = 0.F;
this->m_gm[i] = 0.F;
this->m_gh[i] = 0.F;
this->m_sm[i] = 0.F;
this->m_sh[i] = 0.F;
}
#else
#if defined (USE_AUTO_VECTORIZATION)
#pragma ivdep
#pragma simd
#pragma unroll(UNROLL_4X)
#endif
for (int i = m_KTS; i != m_KTE; ++i) {
this->m_dz[i] = dz[i];
this->m_u[i] = u[i];
this->m_v[i] = v[i];
this->m_thl[i] = thl[i];
this->m_qw[i] = qw[i];
this->m_ql[i] = ql[i];
this->m_vt[i] = vt[i];
this->m_vq[i] = vq[i];
this->m_dtl[i] = 0.F;
this->m_dqw[i] = 0.F;
this->m_dtv[i] = 0.F;
this->m_gm[i] = 0.F;
this->m_gh[i] = 0.F;
this->m_sm[i] = 0.F;
this->m_sh[i] = 0.F;
}
#endif
}
/*
@Purpose:
Copy Constructor implements deep copy semantics.
*/
Wrap_Mym_Level2(_In_ const Wrap_Mym_Level2 &x)
:
m_KTS{ x.m_KTS },
m_KTE{ x.m_KTE },
m_dz{ reinterpret_cast<R32*>(_mm_malloc((m_KTE * sizeof(R32)), align32B)) },
m_u{ reinterpret_cast<R32*>(_mm_malloc((m_KTE * sizeof(R32)), align32B)) },
m_v{ reinterpret_cast<R32*>(_mm_malloc((m_KTE * sizeof(R32)), align32B)) },
m_thl{ reinterpret_cast<R32*>(_mm_malloc((m_KTE * sizeof(R32)), align32B)) },
m_qw{ reinterpret_cast<R32*>(_mm_malloc((m_KTE * sizeof(R32)), align32B)) },
m_ql{ reinterpret_cast<R32*>(_mm_malloc((m_KTE * sizeof(R32)), align32B)) },
m_vt{ reinterpret_cast<R32*>(_mm_malloc((m_KTE * sizeof(R32)), align32B)) },
m_vq{ reinterpret_cast<R32*>(_mm_malloc((m_KTE * sizeof(R32)), align32B)) },
m_dtl{ reinterpret_cast<R32*>(_mm_malloc((m_KTE * sizeof(R32)), align32B)) },
m_dqw{ reinterpret_cast<R32*>(_mm_malloc((m_KTE * sizeof(R32)), align32B)) },
m_dtv{ reinterpret_cast<R32*>(_mm_malloc((m_KTE * sizeof(R32)), align32B)) },
m_gm{ reinterpret_cast<R32*>(_mm_malloc((m_KTE * sizeof(R32)), align32B)) },
m_gh{ reinterpret_cast<R32*>(_mm_malloc((m_KTE * sizeof(R32)), align32B)) },
m_sm{ reinterpret_cast<R32*>(_mm_malloc((m_KTE * sizeof(R32)), align32B)) },
m_sh{ reinterpret_cast<R32*>(_mm_malloc((m_KTE * sizeof(R32)), align32B)) } {
// Check for memory allocation error i.e. (malloc failures).
for (int i{ 0 }; i != this->m_totArrays; ++i) {
if ((&this->m_dz)[i] == NULL) {
std::cerr << "[" << __DATE__ << ":" << __TIME__ << "]" << "FATAL ERROR: Memory allocation failure in Copy-Ctor: 'Wrap_Mym_Level2'!!\n";
std::cerr << "at " << __FILE__ << ":" << __LINE__ << "(" << std::hex << "0x" << __FUNCTIONW__ << ")" << "\n";
std::cerr << "***** ERROR-DETAILS ***** \n";
std::cerr << "Failure detected at index: " << i << " heap address: " << std::hex << "0x" << (&this->m_dz)[i] << "\n";
std::cerr << "Cannot recover, hence on first failure occurrence --> calling exit(-1)!!\n";
std::exit(-1);
}
}
#if defined (USE_ICL_OPENMP) && \
OPENMP_CURR_VER >= 40
#pragma omp parallel for if(m_KTE >= (1 << 20))
#if defined (USE_AUTO_VECTORIZATION)
#pragma ivdep
#pragma simd
#pragma unroll(UNROLL_4X)
#endif
for (int i = m_KTS; i != m_KTE; ++i) {
this->m_dz[i] = x.m_dz[i];
this->m_u[i] = x.m_u[i];
this->m_v[i] = x.m_v[i];
this->m_thl[i] = x.m_thl[i];
this->m_qw[i] = x.m_qw[i];
this->m_ql[i] = x.m_ql[i];
this->m_vt[i] = x.m_vt[i];
this->m_vq[i] = x.m_vq[i];
this->m_dtl[i] = x.m_dtl[i];
this->m_dqw[i] = x.m_dqw[i];
this->m_dtv[i] = x.m_dtv[i];
this->m_gm[i] = x.m_gm[i];
this->m_gh[i] = x.m_gh[i];
this->m_sm[i] = x.m_sm[i];
this->m_sh[i] = x.m_sh[i];
}
#else
#if defined (USE_AUTO_VECTORIZATION)
#pragma ivdep
#pragma simd
#pragma unroll(UNROLL_4X)
#endif
for (int i = m_KTS; i != m_KTE; ++i) {
this->m_dz[i] = x.m_dz[i];
this->m_u[i] = x.m_u[i];
this->m_v[i] = x.m_v[i];
this->m_thl[i] = x.m_thl[i];
this->m_qw[i] = x.m_qw[i];
this->m_ql[i] = x.m_ql[i];
this->m_vt[i] = x.m_vt[i];
this->m_vq[i] = x.m_vq[i];
this->m_dtl[i] = x.m_dtl[i];
this->m_dqw[i] = x.m_dqw[i];
this->m_dtv[i] = x.m_dtv[i];
this->m_gm[i] = x.m_gm[i];
this->m_gh[i] = x.m_gh[i];
this->m_sm[i] = x.m_sm[i];
this->m_sh[i] = x.m_sh[i];
}
#endif
}
/*
@Purpose:
Move Constructor implements shallow copy semantics.
*/
Wrap_Mym_Level2(_In_ Wrap_Mym_Level2 &&x)
:
m_KTS{ x.m_KTS },
m_KTE{ x.m_KTE } {
// Reassign x's pointers.
for (int i{ 0 }; i != this->m_totArrays; ++i) {
(&this->m_dz)[i] = (&x.m_dz)[i];
}
// Nullify x's pointers.
for (int i{ 0 }; i != x.m_totArrays; ++i) {
(&x.m_dz)[i] = NULL;
}
x.m_KTS = x.m_KTE = 0;
}
/*
@Purpose:
Class Destructor.
*/
~Wrap_Mym_Level2() {
for (int i{ 0 }; i != this->m_totArrays; ++i) {
if ((&this->m_dz)[i]) {
_mm_free((&this->m_dz)[i]);
}
}
this->m_KTS = this->m_KTE = 0;
}
/*
@Purpose:
Copy-assign Operator implements deep copy semantics.
*/
Wrap_Mym_Level2 & operator=(_In_ const Wrap_Mym_Level2 &x) {
if (this == &x) return (*this);
this->m_KTS = x.m_KTS;
this->m_KTE = x.m_KTE;
constexpr int ntPtrs1D{15};
R32 *tPtrs1D[ntPtrs1D] = {};
for (int i{ 0 }; i != this->m_totArrays; ++i) {
tPtrs1D[i] = reinterpret_cast<R32*>(_mm_malloc((m_KTE * sizeof(R32)),align32B));
}
for (int i{ 0 }; i != this->m_totArrays; ++i) {
if (tPtrs1D[i] == NULL) {
std::cerr << "[" << __DATE__ << ":" << __TIME__ << "]" << "FATAL ERROR: Memory allocation failure in Copy Operator: 'Wrap_Mym_Level2'!!\n";
std::cerr << "at " << __FILE__ << ":" << __LINE__ << "(" << std::hex << "0x" << __FUNCTIONW__ << ")" << "\n";
std::cerr << "***** ERROR-DETAILS ***** \n";
std::cerr << "Failure detected at index: " << i << " heap address: " << std::hex << "0x" << tPtrs1D[i] << "\n";
std::cerr << "Cannot recover, hence on first failure occurrence --> calling exit(-1)!!\n";
std::exit(-1);
}
}
#if defined (USE_ICL_OPENMP) && \
OPENMP_CURR_VER >= 40
#pragma omp parallel for if(m_KTE >= (1 << 20))
for (int idx = 0; idx != this->m_totArrays; ++idx) {
#if defined (USE_AUTO_VECTORIZATION)
#pragma ivdep
#pragma simd
#pragma unroll(UNROLL_4X)
#endif
for (int i = m_KTS; i != m_KTE; ++i) {
tPtrs1D[idx][i] = (&x.m_dz)[idx][i];
}
}
// Deallocate current context of *this.
for (int i{ 0 }; i != this->m_totArrays; ++i) {
_mm_free((&this->m_dz)[i]);
}
// Copy temp pointers to *this.
for (int i{ 0 }; i != this->m_totArrays; ++i) {
(&this->m_dz)[i] = tPtrs1D[i];
}
return (*this);
#else
for (int idx = 0; idx != this->m_totArrays; ++idx) {
#if defined (USE_AUTO_VECTORIZATION)
#pragma ivdep
#pragma simd
#pragma unroll(UNROLL_4X)
#endif
for (int i = m_KTS; i != m_KTE; ++i) {
tPtrs1D[idx][i] = (&x.m_dz)[idx][i];
}
}
// Deallocate current context of *this.
for (int i{ 0 }; i != this->m_totArrays; ++i) {
_mm_free((&this->m_dz)[i]);
}
// Copy temp pointers to *this.
for (int i{ 0 }; i != this->m_totArrays; ++i) {
(&this->m_dz)[i] = tPtrs1D[i];
}
return (*this);
#endif
}
/*
@Purpose:
Move-assign Operator implements shallow copy semantics.
*/
Wrap_Mym_Level2 & operator=(_In_ Wrap_Mym_Level2 &&x) {
if (this == &x) return (*this);
this->m_KTS = x.m_KTS;
this->m_KTE = x.m_KTE;
// Deallocate current state.
for (int i{ 0 }; i != this->m_totArrays; ++i) {
_mm_free((&this->m_dz)[i]);
}
// Reassign x's pointers to *this's pointers.
for (int i{ 0 }; i != this->m_totArrays; ++i) {
(&this->m_dz)[i] = (&x.m_dz)[i];
}
// Nullify x's pointers.
for (int i{ 0 }; i != this->m_totArrays; ++i) {
(&x.m_dz)[i] = NULL;
}
x.m_KTS = 0;
x.m_KTE = 0;
return (*this);
}
/*
@Purpose:
Call Fortran 90 'MYM_LEVEL2' subroutine.
*/
void Call_Mym_Level2() {
MODULE_BL_MYNN_mp_MYM_LEVEL2(&this->m_KTS, &this->m_KTE,
&this->m_dz[0], &this->m_u[0], &this->m_v[0],
&this->m_thl[0], &this->m_qw[0], &this->m_ql[0],
&this->m_vt[0], &this->m_vq[0],
&this->m_dtl[0], &this->m_dqw[0], &this->m_dtv[0], &this->m_gm[0],
&this->m_gh[0], &this->m_sm[0], &this->m_sh[0] );
}
/*
@Purpose:
Member variables.
*/
I32 m_KTS;
I32 m_KTE;
// Input arrays.
_Field_size_(m_KTE) R32* __restrict m_dz;
_Field_size_(m_KTE) R32* __restrict m_u;
_Field_size_(m_KTE) R32* __restrict m_v;
_Field_size_(m_KTE) R32* __restrict m_thl;
_Field_size_(m_KTE) R32* __restrict m_qw;
_Field_size_(m_KTE) R32* __restrict m_ql;
_Field_size_(m_KTE) R32* __restrict m_vt;
_Field_size_(m_KTE) R32* __restrict m_vq;
// Output arrays.
_Field_size_(m_KTE) R32* __restrict m_dtl; // Vertical gradient of Theta_l (K/m)
_Field_size_(m_KTE) R32* __restrict m_dqw; // Vertical gradient of Q_w
_Field_size_(m_KTE) R32* __restrict m_dtv; // Vertical gradient of Theta_V (K/m)
_Field_size_(m_KTE) R32* __restrict m_gm; // G_M divided by L^2/q^2 (s^(-2))
_Field_size_(m_KTE) R32* __restrict m_gh; // G_H divided by L^2/q^2 (s^(-2))
_Field_size_(m_KTE) R32* __restrict m_sm; // Stability function for momentum, at Level 2
_Field_size_(m_KTE) R32* __restrict m_sh; // Stability function for heat, at Level 2
const static int m_totArrays = 15;
};
}
}
#endif /*__MODULE_BL_MYNN_MYM_LEVEL2_IMPL_H__*/ |
mapped_max_pool.h | #ifndef MAPPED_MAX_POOL_H_
#define MAPPED_MAX_POOL_H_
#include <math.h>
#include <omp.h>
#include <torch/extension.h>
#include <limits>
#include "common/mapped_max_pool.h"
#include "core/resample.h"
namespace spherical {
namespace cpu {
template <typename T>
void MappedMaxPool2D(const int num_kernels, torch::Tensor in_data,
torch::Tensor sample_map, // OH x OW x K x 2
const int channels, const int in_height,
const int in_width, const int out_height,
const int out_width, const int kernel_size,
const InterpolationType interpolation,
torch::Tensor out_data,
torch::Tensor out_idx) // Indices of kernel sample in map
{
const T *in_data_ptr = in_data.data_ptr<T>();
const T *sample_map_ptr = sample_map.data_ptr<T>();
T *out_data_ptr = out_data.data_ptr<T>();
int64_t *out_idx_ptr = out_idx.data_ptr<int64_t>();
int index;
#pragma omp parallel for shared(in_data_ptr, sample_map_ptr, out_data_ptr, \
out_idx_ptr) private(index) schedule(static)
for (index = 0; index < num_kernels; index++) {
common::MappedMaxPool2D(index, in_data_ptr, sample_map_ptr, channels,
in_height, in_width, out_height, out_width,
kernel_size, interpolation, out_data_ptr,
out_idx_ptr);
}
}
template <typename T>
void MappedMaxUnpool2D(const int num_kernels, torch::Tensor grad_output,
torch::Tensor idx_mask, torch::Tensor sample_map,
const int channels, const int orig_height,
const int orig_width, const int pooled_height,
const int pooled_width, const int kernel_size,
const InterpolationType interpolation,
torch::Tensor grad_input) {
const T *grad_output_ptr = grad_output.data_ptr<T>();
const int64_t *idx_mask_ptr = idx_mask.data_ptr<int64_t>();
const T *sample_map_ptr = sample_map.data_ptr<T>();
T *grad_input_ptr = grad_input.data_ptr<T>();
int index;
#pragma omp parallel for shared( \
grad_output_ptr, idx_mask_ptr, sample_map_ptr, \
grad_input_ptr) private(index) schedule(static)
for (index = 0; index < num_kernels; index++) {
common::MappedMaxUnpool2D(index, grad_output_ptr, idx_mask_ptr,
sample_map_ptr, channels, orig_height,
orig_width, pooled_height, pooled_width,
kernel_size, interpolation, grad_input_ptr);
}
}
// -------------------------------------------------
// -------------------------------------------------
template <typename T>
void MappedMaxPool2DWeighted(
const int num_kernels, torch::Tensor in_data,
torch::Tensor sample_map, // OH x OW x K x P x 2
torch::Tensor interp_weights, // OH x OW x K x P
const int channels, const int in_height, const int in_width,
const int out_height, const int out_width, const int kernel_size,
const InterpolationType interpolation, const int num_interp_pts,
torch::Tensor out_data,
torch::Tensor out_idx) // Indices of kernel sample in map
{
const T *in_data_ptr = in_data.data_ptr<T>();
const T *sample_map_ptr = sample_map.data_ptr<T>();
const T *interp_weights_ptr = interp_weights.data_ptr<T>();
T *out_data_ptr = out_data.data_ptr<T>();
int64_t *out_idx_ptr = out_idx.data_ptr<int64_t>();
int index;
#pragma omp parallel for shared(in_data_ptr, sample_map_ptr, \
interp_weights_ptr, out_data_ptr, \
out_idx_ptr) private(index) schedule(static)
for (index = 0; index < num_kernels; index++) {
common::MappedMaxPool2DWeighted(
index, in_data_ptr, sample_map_ptr, interp_weights_ptr, channels,
in_height, in_width, out_height, out_width, kernel_size, interpolation,
num_interp_pts, out_data_ptr, out_idx_ptr);
}
}
template <typename T>
void MappedMaxUnpool2DWeighted(
const int num_kernels, torch::Tensor grad_output, torch::Tensor idx_mask,
torch::Tensor sample_map, torch::Tensor interp_weights, const int channels,
const int orig_height, const int orig_width, const int pooled_height,
const int pooled_width, const int kernel_size,
const InterpolationType interpolation, const int num_interp_pts,
torch::Tensor grad_input) {
const T *grad_output_ptr = grad_output.data_ptr<T>();
const int64_t *idx_mask_ptr = idx_mask.data_ptr<int64_t>();
const T *sample_map_ptr = sample_map.data_ptr<T>();
const T *interp_weights_ptr = interp_weights.data_ptr<T>();
T *grad_input_ptr = grad_input.data_ptr<T>();
int index;
#pragma omp parallel for shared( \
grad_output_ptr, idx_mask_ptr, sample_map_ptr, interp_weights_ptr, \
grad_input_ptr) private(index) schedule(static)
for (index = 0; index < num_kernels; index++) {
common::MappedMaxUnpool2DWeighted(
index, grad_output_ptr, idx_mask_ptr, sample_map_ptr,
interp_weights_ptr, channels, orig_height, orig_width, pooled_height,
pooled_width, kernel_size, interpolation, num_interp_pts,
grad_input_ptr);
}
}
} // namespace cpu
} // namespace spherical
#endif |
GB_unop__isinf_bool_fp32.c | //------------------------------------------------------------------------------
// GB_unop: hard-coded functions for each built-in unary operator
//------------------------------------------------------------------------------
// SuiteSparse:GraphBLAS, Timothy A. Davis, (c) 2017-2022, All Rights Reserved.
// SPDX-License-Identifier: Apache-2.0
//------------------------------------------------------------------------------
// If this file is in the Generated2/ folder, do not edit it
// (it is auto-generated from Generator/*).
#include "GB.h"
#ifndef GBCUDA_DEV
#include "GB_control.h"
#include "GB_atomics.h"
#include "GB_unop__include.h"
// C=unop(A) is defined by the following types and operators:
// op(A) function: GB (_unop_apply__isinf_bool_fp32)
// op(A') function: GB (_unop_tran__isinf_bool_fp32)
// C type: bool
// A type: float
// cast: float cij = (aij)
// unaryop: cij = isinf (aij)
#define GB_ATYPE \
float
#define GB_CTYPE \
bool
// aij = Ax [pA]
#define GB_GETA(aij,Ax,pA) \
float aij = Ax [pA]
#define GB_CX(p) Cx [p]
// unary operator
#define GB_OP(z, x) \
z = isinf (x) ;
// casting
#define GB_CAST(z, aij) \
float z = (aij) ;
// cij = op (aij)
#define GB_CAST_OP(pC,pA) \
{ \
/* aij = Ax [pA] */ \
float aij = Ax [pA] ; \
/* Cx [pC] = op (cast (aij)) */ \
float z = (aij) ; \
Cx [pC] = isinf (z) ; \
}
// disable this operator and use the generic case if these conditions hold
#define GB_DISABLE \
(GxB_NO_ISINF || GxB_NO_BOOL || GxB_NO_FP32)
//------------------------------------------------------------------------------
// Cx = op (cast (Ax)): apply a unary operator
//------------------------------------------------------------------------------
GrB_Info GB (_unop_apply__isinf_bool_fp32)
(
bool *Cx, // Cx and Ax may be aliased
const float *Ax,
const int8_t *restrict Ab, // A->b if A is bitmap
int64_t anz,
int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
int64_t p ;
if (Ab == NULL)
{
#pragma omp parallel for num_threads(nthreads) schedule(static)
for (p = 0 ; p < anz ; p++)
{
float aij = Ax [p] ;
float z = (aij) ;
Cx [p] = isinf (z) ;
}
}
else
{
// bitmap case, no transpose; A->b already memcpy'd into C->b
#pragma omp parallel for num_threads(nthreads) schedule(static)
for (p = 0 ; p < anz ; p++)
{
if (!Ab [p]) continue ;
float aij = Ax [p] ;
float z = (aij) ;
Cx [p] = isinf (z) ;
}
}
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// C = op (cast (A')): transpose, typecast, and apply a unary operator
//------------------------------------------------------------------------------
GrB_Info GB (_unop_tran__isinf_bool_fp32)
(
GrB_Matrix C,
const GrB_Matrix A,
int64_t *restrict *Workspaces,
const int64_t *restrict A_slice,
int nworkspaces,
int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
#include "GB_unop_transpose.c"
return (GrB_SUCCESS) ;
#endif
}
#endif
|
3d25pt.lbpar.c | #include <omp.h>
#include <math.h>
#define ceild(n,d) ceil(((double)(n))/((double)(d)))
#define floord(n,d) floor(((double)(n))/((double)(d)))
#define max(x,y) ((x) > (y)? (x) : (y))
#define min(x,y) ((x) < (y)? (x) : (y))
/*
* Order-2, 3D 25 point stencil
* Adapted from PLUTO and Pochoir test bench
*
* Tareq Malas
*/
#include <stdio.h>
#include <stdlib.h>
#include <sys/time.h>
#ifdef LIKWID_PERFMON
#include <likwid.h>
#endif
#include "print_utils.h"
#define TESTS 2
#define MAX(a,b) ((a) > (b) ? a : b)
#define MIN(a,b) ((a) < (b) ? a : b)
#ifndef min
#define min(x,y) ((x) < (y)? (x) : (y))
#endif
/* Subtract the `struct timeval' values X and Y,
* storing the result in RESULT.
*
* Return 1 if the difference is negative, otherwise 0.
*/
int timeval_subtract(struct timeval *result, struct timeval *x, struct timeval *y)
{
/* Perform the carry for the later subtraction by updating y. */
if (x->tv_usec < y->tv_usec)
{
int nsec = (y->tv_usec - x->tv_usec) / 1000000 + 1;
y->tv_usec -= 1000000 * nsec;
y->tv_sec += nsec;
}
if (x->tv_usec - y->tv_usec > 1000000)
{
int nsec = (x->tv_usec - y->tv_usec) / 1000000;
y->tv_usec += 1000000 * nsec;
y->tv_sec -= nsec;
}
/* Compute the time remaining to wait.
* tv_usec is certainly positive.
*/
result->tv_sec = x->tv_sec - y->tv_sec;
result->tv_usec = x->tv_usec - y->tv_usec;
/* Return 1 if result is negative. */
return x->tv_sec < y->tv_sec;
}
int main(int argc, char *argv[])
{
int t, i, j, k, test;
int Nx, Ny, Nz, Nt;
if (argc > 3) {
Nx = atoi(argv[1])+8;
Ny = atoi(argv[2])+8;
Nz = atoi(argv[3])+8;
}
if (argc > 4)
Nt = atoi(argv[4]);
double ****A = (double ****) malloc(sizeof(double***)*2);
double ***roc2 = (double ***) malloc(sizeof(double**));
A[0] = (double ***) malloc(sizeof(double**)*Nz);
A[1] = (double ***) malloc(sizeof(double**)*Nz);
roc2 = (double ***) malloc(sizeof(double**)*Nz);
for(i=0; i<Nz; i++){
A[0][i] = (double**) malloc(sizeof(double*)*Ny);
A[1][i] = (double**) malloc(sizeof(double*)*Ny);
roc2[i] = (double**) malloc(sizeof(double*)*Ny);
for(j=0;j<Ny;j++){
A[0][i][j] = (double*) malloc(sizeof(double)*Nx);
A[1][i][j] = (double*) malloc(sizeof(double)*Nx);
roc2[i][j] = (double*) malloc(sizeof(double)*Nx);
}
}
// tile size information, including extra element to decide the list length
int *tile_size = (int*) malloc(sizeof(int));
tile_size[0] = -1;
// The list is modified here before source-to-source transformations
tile_size = (int*) realloc((void *)tile_size, sizeof(int)*5);
tile_size[0] = 24;
tile_size[1] = 24;
tile_size[2] = 24;
tile_size[3] = 256;
tile_size[4] = -1;
// for timekeeping
int ts_return = -1;
struct timeval start, end, result;
double tdiff = 0.0, min_tdiff=1.e100;
const int BASE = 1024;
// initialize variables
//
srand(42);
for (i = 1; i < Nz; i++) {
for (j = 1; j < Ny; j++) {
for (k = 1; k < Nx; k++) {
A[0][i][j][k] = 1.0 * (rand() % BASE);
roc2[i][j][k] = 2.0 * (rand() % BASE);
}
}
}
#ifdef LIKWID_PERFMON
LIKWID_MARKER_INIT;
#pragma omp parallel
{
LIKWID_MARKER_THREADINIT;
#pragma omp barrier
LIKWID_MARKER_START("calc");
}
#endif
int num_threads = 1;
#if defined(_OPENMP)
num_threads = omp_get_max_threads();
#endif
const double coef0 = -0.28472;
const double coef1 = 0.16000;
const double coef2 = -0.02000;
const double coef3 = 0.00254;
const double coef4 = -0.00018;
for(test=0; test<TESTS; test++){
gettimeofday(&start, 0);
// serial execution - Addition: 6 && Multiplication: 2
/* Copyright (C) 1991-2014 Free Software Foundation, Inc.
This file is part of the GNU C Library.
The GNU C Library is free software; you can redistribute it and/or
modify it under the terms of the GNU Lesser General Public
License as published by the Free Software Foundation; either
version 2.1 of the License, or (at your option) any later version.
The GNU C Library is distributed in the hope that it will be useful,
but WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
Lesser General Public License for more details.
You should have received a copy of the GNU Lesser General Public
License along with the GNU C Library; if not, see
<http://www.gnu.org/licenses/>. */
/* This header is separate from features.h so that the compiler can
include it implicitly at the start of every compilation. It must
not itself include <features.h> or any other header that includes
<features.h> because the implicit include comes before any feature
test macros that may be defined in a source file before it first
explicitly includes a system header. GCC knows the name of this
header in order to preinclude it. */
/* glibc's intent is to support the IEC 559 math functionality, real
and complex. If the GCC (4.9 and later) predefined macros
specifying compiler intent are available, use them to determine
whether the overall intent is to support these features; otherwise,
presume an older compiler has intent to support these features and
define these macros by default. */
/* wchar_t uses ISO/IEC 10646 (2nd ed., published 2011-03-15) /
Unicode 6.0. */
/* We do not support C11 <threads.h>. */
int t1, t2, t3, t4, t5, t6, t7, t8;
int lb, ub, lbp, ubp, lb2, ub2;
register int lbv, ubv;
/* Start of CLooG code */
if ((Nt >= 1) && (Nx >= 9) && (Ny >= 9) && (Nz >= 9)) {
for (t1=-1;t1<=floord(Nt-1,3);t1++) {
lbp=max(ceild(t1,2),ceild(6*t1-Nt+2,6));
ubp=min(floord(4*Nt+Nz-9,24),floord(12*t1+Nz+6,24));
#pragma omp parallel for private(lbv,ubv,t3,t4,t5,t6,t7,t8)
for (t2=lbp;t2<=ubp;t2++) {
for (t3=max(max(0,ceild(t1-1,2)),ceild(24*t2-Nz-11,24));t3<=min(min(min(floord(4*Nt+Ny-9,24),floord(12*t1+Ny+15,24)),floord(24*t2+Ny+11,24)),floord(24*t1-24*t2+Nz+Ny+13,24));t3++) {
for (t4=max(max(max(max(0,ceild(3*t1-3*t2-30,32)),ceild(3*t1-62,64)),ceild(24*t2-Nz-243,256)),ceild(24*t3-Ny-243,256));t4<=min(min(min(min(floord(4*Nt+Nx-9,256),floord(12*t1+Nx+15,256)),floord(24*t2+Nx+11,256)),floord(24*t3+Nx+11,256)),floord(24*t1-24*t2+Nz+Nx+13,256));t4++) {
for (t5=max(max(max(max(max(0,ceild(24*t2-Nz+5,4)),ceild(24*t3-Ny+5,4)),ceild(256*t4-Nx+5,4)),3*t1),6*t1-6*t2+1);t5<=min(min(min(min(min(floord(24*t1-24*t2+Nz+18,4),Nt-1),3*t1+5),6*t2+4),6*t3+4),64*t4+62);t5++) {
for (t6=max(max(24*t2,4*t5+4),-24*t1+24*t2+8*t5-23);t6<=min(min(24*t2+23,-24*t1+24*t2+8*t5),4*t5+Nz-5);t6++) {
for (t7=max(24*t3,4*t5+4);t7<=min(24*t3+23,4*t5+Ny-5);t7++) {
lbv=max(256*t4,4*t5+4);
ubv=min(256*t4+255,4*t5+Nx-5);
#pragma ivdep
#pragma vector always
for (t8=lbv;t8<=ubv;t8++) {
A[( t5 + 1) % 2][ (-4*t5+t6)][ (-4*t5+t7)][ (-4*t5+t8)] = (((2.0 * A[ t5 % 2][ (-4*t5+t6)][ (-4*t5+t7)][ (-4*t5+t8)]) - A[( t5 + 1) % 2][ (-4*t5+t6)][ (-4*t5+t7)][ (-4*t5+t8)]) + (roc2[ (-4*t5+t6)][ (-4*t5+t7)][ (-4*t5+t8)] * (((((coef0 * A[ t5 % 2][ (-4*t5+t6)][ (-4*t5+t7)][ (-4*t5+t8)]) + (coef1 * (((((A[ t5 % 2][ (-4*t5+t6) - 1][ (-4*t5+t7)][ (-4*t5+t8)] + A[ t5 % 2][ (-4*t5+t6) + 1][ (-4*t5+t7)][ (-4*t5+t8)]) + A[ t5 % 2][ (-4*t5+t6)][ (-4*t5+t7) - 1][ (-4*t5+t8)]) + A[ t5 % 2][ (-4*t5+t6)][ (-4*t5+t7) + 1][ (-4*t5+t8)]) + A[ t5 % 2][ (-4*t5+t6)][ (-4*t5+t7)][ (-4*t5+t8) - 1]) + A[ t5 % 2][ (-4*t5+t6)][ (-4*t5+t7)][ (-4*t5+t8) + 1]))) + (coef2 * (((((A[ t5 % 2][ (-4*t5+t6) - 2][ (-4*t5+t7)][ (-4*t5+t8)] + A[ t5 % 2][ (-4*t5+t6) + 2][ (-4*t5+t7)][ (-4*t5+t8)]) + A[ t5 % 2][ (-4*t5+t6)][ (-4*t5+t7) - 2][ (-4*t5+t8)]) + A[ t5 % 2][ (-4*t5+t6)][ (-4*t5+t7) + 2][ (-4*t5+t8)]) + A[ t5 % 2][ (-4*t5+t6)][ (-4*t5+t7)][ (-4*t5+t8) - 2]) + A[ t5 % 2][ (-4*t5+t6)][ (-4*t5+t7)][ (-4*t5+t8) + 2]))) + (coef3 * (((((A[ t5 % 2][ (-4*t5+t6) - 3][ (-4*t5+t7)][ (-4*t5+t8)] + A[ t5 % 2][ (-4*t5+t6) + 3][ (-4*t5+t7)][ (-4*t5+t8)]) + A[ t5 % 2][ (-4*t5+t6)][ (-4*t5+t7) - 3][ (-4*t5+t8)]) + A[ t5 % 2][ (-4*t5+t6)][ (-4*t5+t7) + 3][ (-4*t5+t8)]) + A[ t5 % 2][ (-4*t5+t6)][ (-4*t5+t7)][ (-4*t5+t8) - 3]) + A[ t5 % 2][ (-4*t5+t6)][ (-4*t5+t7)][ (-4*t5+t8) + 3]))) + (coef4 * (((((A[ t5 % 2][ (-4*t5+t6) - 4][ (-4*t5+t7)][ (-4*t5+t8)] + A[ t5 % 2][ (-4*t5+t6) + 4][ (-4*t5+t7)][ (-4*t5+t8)]) + A[ t5 % 2][ (-4*t5+t6)][ (-4*t5+t7) - 4][ (-4*t5+t8)]) + A[ t5 % 2][ (-4*t5+t6)][ (-4*t5+t7) + 4][ (-4*t5+t8)]) + A[ t5 % 2][ (-4*t5+t6)][ (-4*t5+t7)][ (-4*t5+t8) - 4]) + A[ t5 % 2][ (-4*t5+t6)][ (-4*t5+t7)][ (-4*t5+t8) + 4])))));;
}
}
}
}
}
}
}
}
}
/* End of CLooG code */
gettimeofday(&end, 0);
ts_return = timeval_subtract(&result, &end, &start);
tdiff = (double) (result.tv_sec + result.tv_usec * 1.0e-6);
min_tdiff = MIN(min_tdiff, tdiff);
printf("Rank 0 TEST# %d time: %f\n", test, tdiff);
}
PRINT_RESULTS(4, "constant")
#ifdef LIKWID_PERFMON
#pragma omp parallel
{
LIKWID_MARKER_STOP("calc");
}
LIKWID_MARKER_CLOSE;
#endif
// Free allocated arrays
for(i=0; i<Nz; i++){
for(j=0;j<Ny;j++){
free(A[0][i][j]);
free(A[1][i][j]);
free(roc2[i][j]);
}
free(A[0][i]);
free(A[1][i]);
free(roc2[i]);
}
free(A[0]);
free(A[1]);
free(roc2);
return 0;
}
|
WrapOpenMP.h | /**
* @file WrapOpenMP.h
* @author F. Gratl
* @date 4/20/18
*
* @details
* Provide non-OpenMP versions of the most common OpenMP function calls,
* so that they don't have to be wrapped in ifdef-s every time.
*
* Proper wrapper and renaming necessary, because of -fopenmp-simd handling of
* gcc.
*
* Extend when necessary.
*/
#pragma once
#if defined(AUTOPAS_OPENMP)
#include <omp.h>
#else
#include "ExceptionHandler.h"
#endif
namespace autopas {
#if defined(AUTOPAS_OPENMP)
/**
* Wrapper for omp_get_thread_num().
* @return Id of the current thread.
*/
inline int autopas_get_thread_num() { return omp_get_thread_num(); }
/**
* Wrapper for omp_get_num_thread().
* @return Number of currently active threads.
*/
inline int autopas_get_num_threads() { return omp_get_num_threads(); }
/**
* Wrapper for omp_get_max_threads().
* @return Number of threads that can be activated.
*/
inline int autopas_get_max_threads() { return omp_get_max_threads(); }
/**
* AutoPasLock for the openmp case, this wraps a omp_lock_t object. To make it copyable, etc.
*/
class AutoPasLock {
public:
/**
* Default constructor
*/
AutoPasLock() { omp_init_lock(&_lock); }
/**
* Move Constructor
*/
AutoPasLock(AutoPasLock &&) noexcept { omp_init_lock(&_lock); }
/**
* Copy constructor
*/
AutoPasLock(const AutoPasLock &) { omp_init_lock(&_lock); }
/**
* Assignment operator
* @return reference to this object after copy
*/
AutoPasLock &operator=(AutoPasLock) = delete;
/**
* Destructor
*/
~AutoPasLock() { omp_destroy_lock(&_lock); }
/**
* Acquire the lock.
*/
void lock() { omp_set_lock(&_lock); }
/**
* Release the lock.
*/
void unlock() { omp_unset_lock(&_lock); }
private:
omp_lock_t _lock;
};
/**
* Custom reductions:
*/
// reduction for merging vectors: {1,2} + {2,3} -> {1,2,2,3}
#pragma omp declare reduction(vecMerge : std::vector<size_t> : omp_out.insert(omp_out.end(), omp_in.begin(), omp_in.end()))
#pragma omp declare reduction(vecMerge : std::vector<double> : omp_out.insert(omp_out.end(), omp_in.begin(), omp_in.end()))
#else
/**
* Dummy for omp_set_lock() when no OpenMP is available.
* @return Always 0.
*/
inline int autopas_get_thread_num() { return 0; }
/**
* Dummy for omp_get_num_threads() when no OpenMP is available.
* @return Always 1.
*/
inline int autopas_get_num_threads() { return 1; }
/**
* Dummy for omp_get_max_threads() when no OpenMP is available.
* @return Always 1.
*/
inline int autopas_get_max_threads() { return 1; }
/**
* AutoPasLock for the sequential case.
*/
class AutoPasLock {
public:
/**
* Default constructor
*/
AutoPasLock() { _locked = false; }
/**
* Move Constructor
*/
AutoPasLock(AutoPasLock &&) noexcept { _locked = false; }
/**
* Copy constructor
*/
AutoPasLock(AutoPasLock &) { _locked = false; }
/**
* Assignment operator
* @return reference to this object after copy
*/
AutoPasLock &operator=(AutoPasLock) = delete;
/**
* Destructor
*/
~AutoPasLock() {
if (_locked) {
utils::ExceptionHandler::exception("AutoPasLocked destroyed in locked state.");
}
}
/**
* Acquire the lock.
*/
void lock() {
if (_locked) {
utils::ExceptionHandler::exception("Tried to acquire a locked lock.");
}
_locked = true;
}
/**
* Release the lock.
*/
void unlock() {
if (not _locked) {
utils::ExceptionHandler::exception("Tried to release an unlocked lock.");
}
_locked = false;
}
private:
// true if locked, false if unlocked
bool _locked;
};
#endif
// These properties are needed because we use AutoPasLock in vectors on which we call resize().
static_assert(std::is_default_constructible_v<AutoPasLock>, "AutoPasLock needs to be default constructible!");
static_assert(std::is_move_constructible_v<AutoPasLock>, "AutoPasLock needs to be move constructible!");
} // namespace autopas |
DRB076-flush-orig-no.c | /*
Copyright (c) 2017, Lawrence Livermore National Security, LLC.
Produced at the Lawrence Livermore National Laboratory
Written by Chunhua Liao, Pei-Hung Lin, Joshua Asplund,
Markus Schordan, and Ian Karlin
(email: liao6@llnl.gov, lin32@llnl.gov, asplund1@llnl.gov,
schordan1@llnl.gov, karlin1@llnl.gov)
LLNL-CODE-732144
All rights reserved.
This file is part of DataRaceBench. For details, see
https://github.com/LLNL/dataracebench. Please also see the LICENSE file
for our additional BSD notice.
Redistribution and use in source and binary forms, with
or without modification, are permitted provided that the following
conditions are met:
* Redistributions of source code must retain the above copyright
notice, this list of conditions and the disclaimer below.
* Redistributions in binary form must reproduce the above copyright
notice, this list of conditions and the disclaimer (as noted below)
in the documentation and/or other materials provided with the
distribution.
* Neither the name of the LLNS/LLNL nor the names of its contributors
may be used to endorse or promote products derived from this
software without specific prior written permission.
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 LAWRENCE LIVERMORE NATIONAL
SECURITY, LLC, THE U.S. DEPARTMENT OF ENERGY 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.
*/
/*
This benchmark is extracted from flush_nolist.1c of OpenMP
Application Programming Interface Examples Version 4.5.0 .
We privatize variable i to fix data races in the original example.
Once i is privatized, flush is no longer needed.
*/
#include<stdio.h>
#include<assert.h>
void f1(int *q)
{
*q = 1;
}
int main()
{
int i=0, sum=0;
#pragma omp parallel reduction(+:sum) num_threads(10) private(i)
{
f1(&i);
sum+= i;
}
assert (sum==10);
printf("sum=%d\n", sum);
return 0;
}
|
softmax_layer.c | #include "softmax_layer.h"
#include "blas.h"
#include "dark_cuda.h"
#include "utils.h"
#include "blas.h"
#include <float.h>
#include <math.h>
#include <stdlib.h>
#include <stdio.h>
#include <assert.h>
#define SECRET_NUM -1234
void softmax_tree(float *input, int batch, int inputs, float temp, tree *hierarchy, float *output)
{
int b;
for (b = 0; b < batch; ++b) {
int i;
int count = 0;
for (i = 0; i < hierarchy->groups; ++i) {
int group_size = hierarchy->group_size[i];
softmax(input + b*inputs + count, group_size, temp, output + b*inputs + count, 1);
count += group_size;
}
}
}
softmax_layer make_softmax_layer(int batch, int inputs, int groups)
{
assert(inputs%groups == 0);
fprintf(stderr, "softmax %4d\n", inputs);
softmax_layer l = { (LAYER_TYPE)0 };
l.type = SOFTMAX;
l.batch = batch;
l.groups = groups;
l.inputs = inputs;
l.outputs = inputs;
l.loss = (float*)xcalloc(inputs * batch, sizeof(float));
l.output = (float*)xcalloc(inputs * batch, sizeof(float));
l.delta = (float*)xcalloc(inputs * batch, sizeof(float));
l.cost = (float*)xcalloc(1, sizeof(float));
l.forward = forward_softmax_layer;
l.backward = backward_softmax_layer;
#ifdef GPU
l.forward_gpu = forward_softmax_layer_gpu;
l.backward_gpu = backward_softmax_layer_gpu;
l.output_gpu = cuda_make_array(l.output, inputs*batch);
l.loss_gpu = cuda_make_array(l.loss, inputs*batch);
l.delta_gpu = cuda_make_array(l.delta, inputs*batch);
#endif
return l;
}
void forward_softmax_layer(const softmax_layer l, network_state net)
{
if(l.softmax_tree){
int i;
int count = 0;
for (i = 0; i < l.softmax_tree->groups; ++i) {
int group_size = l.softmax_tree->group_size[i];
softmax_cpu(net.input + count, group_size, l.batch, l.inputs, 1, 0, 1, l.temperature, l.output + count);
count += group_size;
}
} else {
softmax_cpu(net.input, l.inputs/l.groups, l.batch, l.inputs, l.groups, l.inputs/l.groups, 1, l.temperature, l.output);
}
if(net.truth && !l.noloss){
softmax_x_ent_cpu(l.batch*l.inputs, l.output, net.truth, l.delta, l.loss);
l.cost[0] = sum_array(l.loss, l.batch*l.inputs);
}
}
void backward_softmax_layer(const softmax_layer l, network_state net)
{
axpy_cpu(l.inputs*l.batch, 1, l.delta, 1, net.delta, 1);
}
#ifdef GPU
void pull_softmax_layer_output(const softmax_layer layer)
{
cuda_pull_array(layer.output_gpu, layer.output, layer.inputs*layer.batch);
}
void forward_softmax_layer_gpu(const softmax_layer l, network_state net)
{
if(l.softmax_tree){
softmax_tree_gpu(net.input, 1, l.batch, l.inputs, l.temperature, l.output_gpu, *l.softmax_tree);
/*
int i;
int count = 0;
for (i = 0; i < l.softmax_tree->groups; ++i) {
int group_size = l.softmax_tree->group_size[i];
softmax_gpu(net.input_gpu + count, group_size, l.batch, l.inputs, 1, 0, 1, l.temperature, l.output_gpu + count);
count += group_size;
}
*/
} else {
if(l.spatial){
softmax_gpu_new_api(net.input, l.c, l.batch*l.c, l.inputs/l.c, l.w*l.h, 1, l.w*l.h, 1, l.output_gpu);
}else{
softmax_gpu_new_api(net.input, l.inputs/l.groups, l.batch, l.inputs, l.groups, l.inputs/l.groups, 1, l.temperature, l.output_gpu);
}
}
if(net.truth && !l.noloss){
softmax_x_ent_gpu(l.batch*l.inputs, l.output_gpu, net.truth, l.delta_gpu, l.loss_gpu);
if(l.softmax_tree){
mask_gpu_new_api(l.batch*l.inputs, l.delta_gpu, SECRET_NUM, net.truth, 0);
mask_gpu_new_api(l.batch*l.inputs, l.loss_gpu, SECRET_NUM, net.truth, 0);
}
cuda_pull_array(l.loss_gpu, l.loss, l.batch*l.inputs);
l.cost[0] = sum_array(l.loss, l.batch*l.inputs);
}
}
void backward_softmax_layer_gpu(const softmax_layer layer, network_state state)
{
axpy_ongpu(layer.batch*layer.inputs, state.net.loss_scale, layer.delta_gpu, 1, state.delta, 1);
}
#endif
// -------------------------------------
// Supervised Contrastive Learning: https://arxiv.org/pdf/2004.11362.pdf
contrastive_layer make_contrastive_layer(int batch, int w, int h, int c, int classes, int inputs, layer *yolo_layer)
{
contrastive_layer l = { (LAYER_TYPE)0 };
l.type = CONTRASTIVE;
l.batch = batch;
l.inputs = inputs;
l.w = w;
l.h = h;
l.c = c;
l.temperature = 1;
l.max_boxes = 0;
if (yolo_layer) {
l.detection = 1;
l.max_boxes = yolo_layer->max_boxes;
l.labels = yolo_layer->labels; // track id
l.class_ids = yolo_layer->class_ids; // class_ids
l.n = yolo_layer->n; // num of embeddings per cell = num of anchors
l.classes = yolo_layer->classes;// num of classes
classes = l.classes;
l.embedding_size = l.inputs / (l.n*l.h*l.w);
l.truths = yolo_layer->truths;
if (l.embedding_size != yolo_layer->embedding_size) {
printf(" Error: [contrastive] embedding_size=%d isn't equal to [yolo] embedding_size=%d. They should use the same [convolutional] layer \n", l.embedding_size, yolo_layer->embedding_size);
getchar();
exit(0);
}
if (l.inputs % (l.n*l.h*l.w) != 0) {
printf(" Warning: filters= number in the previous (embedding) layer isn't divisable by number of anchors %d \n", l.n);
getchar();
}
}
else {
l.detection = 0;
l.labels = (int*)xcalloc(l.batch, sizeof(int)); // labels
l.n = 1; // num of embeddings per cell
l.classes = classes; // num of classes
l.embedding_size = l.c;
}
l.outputs = inputs;
l.loss = (float*)xcalloc(1, sizeof(float));
l.output = (float*)xcalloc(inputs * batch, sizeof(float));
l.delta = (float*)xcalloc(inputs * batch, sizeof(float));
l.cost = (float*)xcalloc(1, sizeof(float));
const size_t step = l.batch*l.n*l.h*l.w;
l.cos_sim = NULL;
l.exp_cos_sim = NULL;
l.p_constrastive = NULL;
if (!l.detection) {
l.cos_sim = (float*)xcalloc(step*step, sizeof(float));
l.exp_cos_sim = (float*)xcalloc(step*step, sizeof(float));
l.p_constrastive = (float*)xcalloc(step*step, sizeof(float));
}
//l.p_constrastive = (float*)xcalloc(step*step, sizeof(float));
//l.contrast_p_size = (int*)xcalloc(1, sizeof(int));
//*l.contrast_p_size = step;
//l.contrast_p = (contrastive_params*)xcalloc(*l.contrast_p_size, sizeof(contrastive_params));
l.forward = forward_contrastive_layer;
l.backward = backward_contrastive_layer;
#ifdef GPU
l.forward_gpu = forward_contrastive_layer_gpu;
l.backward_gpu = backward_contrastive_layer_gpu;
l.output_gpu = cuda_make_array(l.output, inputs*batch);
l.delta_gpu = cuda_make_array(l.delta, inputs*batch);
const int max_contr_size = (l.max_boxes*l.batch)*(l.max_boxes*l.batch) * sizeof(contrastive_params)/4;
printf(" max_contr_size = %d MB \n", max_contr_size / (1024*1024));
l.contrast_p_gpu = (contrastive_params *)cuda_make_array(NULL, max_contr_size);
#endif
fprintf(stderr, "contrastive %4d x%4d x%4d x emb_size %4d x batch: %4d classes = %4d, step = %4d \n", w, h, l.n, l.embedding_size, batch, l.classes, step);
if(l.detection) fprintf(stderr, "detection \n");
return l;
}
static inline float clip_value(float val, const float max_val)
{
if (val > max_val) {
//printf("\n val = %f > max_val = %f \n", val, max_val);
val = max_val;
}
else if (val < -max_val) {
//printf("\n val = %f < -max_val = %f \n", val, -max_val);
val = -max_val;
}
return val;
}
void forward_contrastive_layer(contrastive_layer l, network_state state)
{
if (!state.train) return;
const float truth_thresh = state.net.label_smooth_eps;
const int mini_batch = l.batch / l.steps;
int b, n, w, h;
fill_cpu(l.batch*l.inputs, 0, l.delta, 1);
if (!l.detection) {
for (b = 0; b < l.batch; ++b) {
if (state.net.adversarial) l.labels[b] = b % 2;
else l.labels[b] = b / 2;
}
// set labels
for (b = 0; b < l.batch; ++b) {
for (h = 0; h < l.h; ++h) {
for (w = 0; w < l.w; ++w)
{
// find truth with max prob (only 1 label even if mosaic is used)
float max_truth = 0;
int n;
for (n = 0; n < l.classes; ++n) {
const float truth_prob = state.truth[b*l.classes + n];
//printf(" truth_prob = %f, ", truth_prob);
//if (truth_prob > max_truth)
if (truth_prob > truth_thresh)
{
//printf(" truth_prob = %f, max_truth = %f, n = %d; ", truth_prob, max_truth, n);
max_truth = truth_prob;
l.labels[b] = n;
}
}
//printf(", l.labels[b] = %d ", l.labels[b]);
}
}
}
}
//printf("\n\n");
// set pointers to features
float **z = (float**)xcalloc(l.batch*l.n*l.h*l.w, sizeof(float*));
for (b = 0; b < l.batch; ++b) {
for (n = 0; n < l.n; ++n) {
for (h = 0; h < l.h; ++h) {
for (w = 0; w < l.w; ++w)
{
const int z_index = b*l.n*l.h*l.w + n*l.h*l.w + h*l.w + w;
if (l.labels[z_index] < 0) continue;
//const int input_index = b*l.inputs + n*l.embedding_size*l.h*l.w + h*l.w + w;
//float *ptr = state.input + input_index;
//z[z_index] = ptr;
z[z_index] = (float*)xcalloc(l.embedding_size, sizeof(float));
get_embedding(state.input, l.w, l.h, l.c, l.embedding_size, w, h, n, b, z[z_index]);
}
}
}
}
int b2, n2, h2, w2;
int contrast_p_index = 0;
const size_t step = l.batch*l.n*l.h*l.w;
size_t contrast_p_size = step;
if (!l.detection) contrast_p_size = l.batch*l.batch;
contrastive_params *contrast_p = (contrastive_params*)xcalloc(contrast_p_size, sizeof(contrastive_params));
float *max_sim_same = (float *)xcalloc(l.batch*l.inputs, sizeof(float));
float *max_sim_diff = (float *)xcalloc(l.batch*l.inputs, sizeof(float));
fill_cpu(l.batch*l.inputs, -10, max_sim_same, 1);
fill_cpu(l.batch*l.inputs, -10, max_sim_diff, 1);
// precalculate cosine similiraty
for (b = 0; b < l.batch; ++b) {
for (n = 0; n < l.n; ++n) {
for (h = 0; h < l.h; ++h) {
for (w = 0; w < l.w; ++w)
{
const int z_index = b*l.n*l.h*l.w + n*l.h*l.w + h*l.w + w;
if (l.labels[z_index] < 0) continue;
for (b2 = 0; b2 < l.batch; ++b2) {
for (n2 = 0; n2 < l.n; ++n2) {
for (h2 = 0; h2 < l.h; ++h2) {
for (w2 = 0; w2 < l.w; ++w2)
{
const int z_index2 = b2*l.n*l.h*l.w + n2*l.h*l.w + h2*l.w + w2;
if (l.labels[z_index2] < 0) continue;
if (z_index == z_index2) continue;
if (l.detection)
if (l.class_ids[z_index] != l.class_ids[z_index2]) continue;
const int time_step_i = b / mini_batch;
const int time_step_j = b2 / mini_batch;
if (time_step_i != time_step_j) continue;
const size_t step = l.batch*l.n*l.h*l.w;
const float sim = cosine_similarity(z[z_index], z[z_index2], l.embedding_size);
const float exp_sim = expf(sim / l.temperature);
if (!l.detection) {
l.cos_sim[z_index*step + z_index2] = sim;
l.exp_cos_sim[z_index*step + z_index2] = exp_sim;
}
// calc good sim
if (l.labels[z_index] == l.labels[z_index2] && max_sim_same[z_index] < sim) max_sim_same[z_index] = sim;
if (l.labels[z_index] != l.labels[z_index2] && max_sim_diff[z_index] < sim) max_sim_diff[z_index] = sim;
//printf(" z_i = %d, z_i2 = %d, l = %d, l2 = %d, sim = %f \n", z_index, z_index2, l.labels[z_index], l.labels[z_index2], sim);
contrast_p[contrast_p_index].sim = sim;
contrast_p[contrast_p_index].exp_sim = exp_sim;
contrast_p[contrast_p_index].i = z_index;
contrast_p[contrast_p_index].j = z_index2;
contrast_p[contrast_p_index].time_step_i = time_step_i;
contrast_p[contrast_p_index].time_step_j = time_step_j;
contrast_p_index++;
//printf(" contrast_p_index = %d, contrast_p_size = %d \n", contrast_p_index, contrast_p_size);
if ((contrast_p_index+1) >= contrast_p_size) {
contrast_p_size = contrast_p_index + 1;
//printf(" contrast_p_size = %d, z_index = %d, z_index2 = %d \n", contrast_p_size, z_index, z_index2);
contrast_p = (contrastive_params*)xrealloc(contrast_p, contrast_p_size * sizeof(contrastive_params));
}
if (sim > 1.001 || sim < -1.001) {
printf(" sim = %f, ", sim); getchar();
}
}
}
}
}
}
}
}
}
// calc contrastive accuracy
int i;
int good_sims = 0, all_sims = 0, same_sim = 0, diff_sim = 0;
for (i = 0; i < l.batch*l.inputs; ++i) {
if (max_sim_same[i] >= -1 && max_sim_diff[i] >= -1) {
if (max_sim_same[i] >= -1) same_sim++;
if (max_sim_diff[i] >= -1) diff_sim++;
++all_sims;
//printf(" max_sim_diff[i] = %f, max_sim_same[i] = %f \n", max_sim_diff[i], max_sim_same[i]);
if (max_sim_diff[i] < max_sim_same[i]) good_sims++;
}
}
if (all_sims > 0) {
*l.loss = 100 * good_sims / all_sims;
}
else *l.loss = -1;
printf(" Contrast accuracy = %f %%, all = %d, good = %d, same = %d, diff = %d \n", *l.loss, all_sims, good_sims, same_sim, diff_sim);
free(max_sim_same);
free(max_sim_diff);
/*
// show near sim
float good_contrast = 0;
for (b = 0; b < l.batch; b += 2) {
float same = l.cos_sim[b*l.batch + b];
float aug = l.cos_sim[b*l.batch + b + 1];
float diff = l.cos_sim[b*l.batch + b + 2];
good_contrast += (aug > diff);
//printf(" l.labels[b] = %d, l.labels[b+1] = %d, l.labels[b+2] = %d, b = %d \n", l.labels[b], l.labels[b + 1], l.labels[b + 2], b);
//printf(" same = %f, aug = %f, diff = %f, (aug > diff) = %d \n", same, aug, diff, (aug > diff));
}
*l.loss = 100 * good_contrast / (l.batch / 2);
printf(" Contrast accuracy = %f %% \n", *l.loss);
*/
/*
// precalculate P_contrastive
for (b = 0; b < l.batch; ++b) {
int b2;
for (b2 = 0; b2 < l.batch; ++b2) {
if (b != b2) {
const float P = P_constrastive(b, b2, l.labels, l.batch, z, l.embedding_size, l.temperature, l.cos_sim);
l.p_constrastive[b*l.batch + b2] = P;
if (P > 1 || P < -1) {
printf(" p = %f, ", P); getchar();
}
}
}
}
*/
const size_t contr_size = contrast_p_index;
if (l.detection) {
#ifdef GPU
const int max_contr_size = (l.max_boxes*l.batch)*(l.max_boxes*l.batch);
if (max_contr_size < contr_size) {
printf(" Error: too large number of bboxes: contr_size = %d > max_contr_size = %d \n", contr_size, max_contr_size);
exit(0);
}
int *labels = NULL;
if (contr_size > 2) {
cuda_push_array((float *)l.contrast_p_gpu, (float *)contrast_p, contr_size * sizeof(contrastive_params) / 4);
P_constrastive_f_det_gpu(labels, l.embedding_size, l.temperature, l.contrast_p_gpu, contr_size);
cuda_pull_array((float *)l.contrast_p_gpu, (float *)contrast_p, contr_size * sizeof(contrastive_params) / 4);
}
#else // GPU
int k;
//#pragma omp parallel for
for (k = 0; k < contr_size; ++k) {
contrast_p[k].P = P_constrastive_f_det(k, l.labels, z, l.embedding_size, l.temperature, contrast_p, contr_size);
}
#endif // GPU
}
else {
// precalculate P-contrastive
for (b = 0; b < l.batch; ++b) {
for (n = 0; n < l.n; ++n) {
for (h = 0; h < l.h; ++h) {
for (w = 0; w < l.w; ++w)
{
const int z_index = b*l.n*l.h*l.w + n*l.h*l.w + h*l.w + w;
if (l.labels[z_index] < 0) continue;
for (b2 = 0; b2 < l.batch; ++b2) {
for (n2 = 0; n2 < l.n; ++n2) {
for (h2 = 0; h2 < l.h; ++h2) {
for (w2 = 0; w2 < l.w; ++w2)
{
const int z_index2 = b2*l.n*l.h*l.w + n2*l.h*l.w + h2*l.w + w2;
if (l.labels[z_index2] < 0) continue;
if (z_index == z_index2) continue;
if (l.detection)
if (l.class_ids[z_index] != l.class_ids[z_index2]) continue;
const int time_step_i = b / mini_batch;
const int time_step_j = b2 / mini_batch;
if (time_step_i != time_step_j) continue;
const size_t step = l.batch*l.n*l.h*l.w;
float P = -10;
if (l.detection) {
P = P_constrastive_f(z_index, z_index2, l.labels, z, l.embedding_size, l.temperature, contrast_p, contr_size);
}
else {
P = P_constrastive(z_index, z_index2, l.labels, step, z, l.embedding_size, l.temperature, l.cos_sim, l.exp_cos_sim);
l.p_constrastive[z_index*step + z_index2] = P;
}
int q;
for (q = 0; q < contr_size; ++q)
if (contrast_p[q].i == z_index && contrast_p[q].j == z_index2) {
contrast_p[q].P = P;
break;
}
//if (q == contr_size) getchar();
//if (P > 1 || P < -1) {
// printf(" p = %f, z_index = %d, z_index2 = %d ", P, z_index, z_index2); getchar();
//}
}
}
}
}
}
}
}
}
}
// calc deltas
#pragma omp parallel for
for (b = 0; b < l.batch; ++b) {
for (n = 0; n < l.n; ++n) {
for (h = 0; h < l.h; ++h) {
for (w = 0; w < l.w; ++w)
{
const int z_index = b*l.n*l.h*l.w + n*l.h*l.w + h*l.w + w;
const size_t step = l.batch*l.n*l.h*l.w;
if (l.labels[z_index] < 0) continue;
const int delta_index = b*l.embedding_size*l.n*l.h*l.w + n*l.embedding_size*l.h*l.w + h*l.w + w;
const int wh = l.w*l.h;
if (l.detection) {
// detector
// positive
grad_contrastive_loss_positive_f(z_index, l.class_ids, l.labels, step, z, l.embedding_size, l.temperature, l.delta + delta_index, wh, contrast_p, contr_size);
// negative
grad_contrastive_loss_negative_f(z_index, l.class_ids, l.labels, step, z, l.embedding_size, l.temperature, l.delta + delta_index, wh, contrast_p, contr_size, l.contrastive_neg_max);
}
else {
// classifier
// positive
grad_contrastive_loss_positive(z_index, l.labels, step, z, l.embedding_size, l.temperature, l.cos_sim, l.p_constrastive, l.delta + delta_index, wh);
// negative
grad_contrastive_loss_negative(z_index, l.labels, step, z, l.embedding_size, l.temperature, l.cos_sim, l.p_constrastive, l.delta + delta_index, wh);
}
}
}
}
}
scal_cpu(l.inputs * l.batch, l.cls_normalizer, l.delta, 1);
for (i = 0; i < l.inputs * l.batch; ++i) {
l.delta[i] = clip_value(l.delta[i], l.max_delta);
}
*(l.cost) = pow(mag_array(l.delta, l.inputs * l.batch), 2);
if (state.net.adversarial) {
printf(" adversarial contrastive loss = %f \n\n", *(l.cost));
}
else {
printf(" contrastive loss = %f \n\n", *(l.cost));
}
for (b = 0; b < l.batch; ++b) {
for (n = 0; n < l.n; ++n) {
for (h = 0; h < l.h; ++h) {
for (w = 0; w < l.w; ++w)
{
const int z_index = b*l.n*l.h*l.w + n*l.h*l.w + h*l.w + w;
//if (l.labels[z_index] < 0) continue;
if (z[z_index]) free(z[z_index]);
}
}
}
}
free(contrast_p);
free(z);
}
void backward_contrastive_layer(contrastive_layer l, network_state state)
{
axpy_cpu(l.inputs*l.batch, 1, l.delta, 1, state.delta, 1);
}
#ifdef GPU
void pull_contrastive_layer_output(const contrastive_layer l)
{
cuda_pull_array(l.output_gpu, l.output, l.inputs*l.batch);
}
void push_contrastive_layer_output(const contrastive_layer l)
{
cuda_push_array(l.delta_gpu, l.delta, l.inputs*l.batch);
}
void forward_contrastive_layer_gpu(contrastive_layer l, network_state state)
{
simple_copy_ongpu(l.batch*l.inputs, state.input, l.output_gpu);
if (!state.train) return;
float *in_cpu = (float *)xcalloc(l.batch*l.inputs, sizeof(float));
cuda_pull_array(l.output_gpu, l.output, l.batch*l.outputs);
memcpy(in_cpu, l.output, l.batch*l.outputs * sizeof(float));
float *truth_cpu = 0;
if (state.truth) {
int num_truth = l.batch*l.classes;
if (l.detection) num_truth = l.batch*l.truths;
truth_cpu = (float *)xcalloc(num_truth, sizeof(float));
cuda_pull_array(state.truth, truth_cpu, num_truth);
}
network_state cpu_state = state;
cpu_state.net = state.net;
cpu_state.index = state.index;
cpu_state.train = state.train;
cpu_state.truth = truth_cpu;
cpu_state.input = in_cpu;
forward_contrastive_layer(l, cpu_state);
cuda_push_array(l.delta_gpu, l.delta, l.batch*l.outputs);
free(in_cpu);
if (cpu_state.truth) free(cpu_state.truth);
}
void backward_contrastive_layer_gpu(contrastive_layer layer, network_state state)
{
axpy_ongpu(layer.batch*layer.inputs, state.net.loss_scale, layer.delta_gpu, 1, state.delta, 1);
}
#endif |
matmul.c | #include <stdlib.h>
#include <sys/time.h>
#include <stdio.h>
#include <math.h>
//#define _OPENACCM
#ifdef _OPENACCM
#include <openacc.h>
#endif
#ifdef _OPENMP
#include <omp.h>
#endif
#ifndef _N_
#define _N_ 2048
#endif
#ifndef _UNROLL_FAC_
#define _UNROLL_FAC_ 16
#pragma openarc #define _UNROLL_FAC_ 16
#endif
#ifndef VERIFICATION
#define VERIFICATION 0
#endif
#ifndef HOST_MEM_ALIGNMENT
#define HOST_MEM_ALIGNMENT 1
#endif
#if HOST_MEM_ALIGNMENT == 1
#define AOCL_ALIGNMENT 64
#endif
#define N _N_
#define M _N_
#define P _N_
#ifdef _OPENARC_
#pragma openarc #define N _N_
#pragma openarc #define M _N_
#pragma openarc #define P _N_
#endif
double my_timer ()
{
struct timeval time;
gettimeofday (&time, 0);
return time.tv_sec + time.tv_usec / 1000000.0;
}
void
MatrixMultiplication_openacc(float * a, float * b, float * c)
{
int i, j, k ;
#ifdef _OPENACCM
acc_init(acc_device_default);
#endif
#pragma acc kernels loop independent gang worker collapse(2) copyout(a[0:(M*N)]), copyin(b[0:(M*P)],c[0:(P*N)])
for (i=0; i<M; i++){
for (j=0; j<N; j++)
{
float sum = 0.0F;
#pragma acc loop seq
for (k=0; k<P; k++) {
sum += b[i*P+k]*c[k*N+j] ;
}
a[i*N+j] = sum ;
}
}
#ifdef _OPENACCM
acc_shutdown(acc_device_default);
#endif
}
void
MatrixMultiplication_openmp(float * a,float * b, float * c)
{
int i, j, k ;
int chunk = N/4;
#pragma omp parallel shared(a,b,c,chunk) private(i,j,k)
{
#ifdef _OPENMP
if(omp_get_thread_num() == 0) {
printf("Number of OpenMP threads %d\n", omp_get_num_threads());
}
#endif
#pragma omp for
for (i=0; i<M; i++){
for (j=0; j<N; j++)
{
float sum = 0.0 ;
for (k=0; k<P; k++)
sum += b[i*P+k]*c[k*N+j] ;
a[i*N+j] = sum ;
}
}
}
}
int main()
{
float *a, *b, *c;
float *a_CPU, *b_CPU, *c_CPU;
int i,j;
double elapsed_time;
#if HOST_MEM_ALIGNMENT == 1
void *p;
#endif
#if HOST_MEM_ALIGNMENT == 1
posix_memalign(&p, AOCL_ALIGNMENT, _N_*_N_*sizeof(float));
a = (float *)p;
posix_memalign(&p, AOCL_ALIGNMENT, _N_*_N_*sizeof(float));
b = (float *)p;
posix_memalign(&p, AOCL_ALIGNMENT, _N_*_N_*sizeof(float));
c = (float *)p;
#else
a = (float *) malloc(M*N*sizeof(float));
b = (float *) malloc(M*P*sizeof(float));
c = (float *) malloc(P*N*sizeof(float));
#endif
a_CPU = (float *) malloc(M*N*sizeof(float));
b_CPU = (float *) malloc(M*P*sizeof(float));
c_CPU = (float *) malloc(P*N*sizeof(float));
for (i = 0; i < M*N; i++) {
a[i] = (float) 0.0F;
a_CPU[i] = (float) 0.0F;
}
for (i = 0; i < M*P; i++) {
b[i] = (float) i;
b_CPU[i] = (float) i;
}
for (i = 0; i < P*N; i++) {
c[i] = (float) 1.0F;
c_CPU[i] = (float) 1.0F;
}
#if VERIFICATION == 1
elapsed_time = my_timer();
MatrixMultiplication_openmp(a_CPU,b_CPU,c_CPU);
elapsed_time = my_timer() - elapsed_time;
printf("CPU Elapsed time = %lf sec\n", elapsed_time);
#endif
elapsed_time = my_timer();
MatrixMultiplication_openacc(a,b,c);
elapsed_time = my_timer() - elapsed_time;
printf("Accelerator Elapsed time = %lf sec\n", elapsed_time);
#if VERIFICATION == 1
{
double cpu_sum = 0.0;
double gpu_sum = 0.0;
double rel_err = 0.0;
for (i=0; i<M*N; i++){
cpu_sum += a_CPU[i]*a_CPU[i];
gpu_sum += a[i]*a[i];
}
cpu_sum = sqrt(cpu_sum);
gpu_sum = sqrt(gpu_sum);
if( cpu_sum > gpu_sum ) {
rel_err = (cpu_sum-gpu_sum)/cpu_sum;
} else {
rel_err = (gpu_sum-cpu_sum)/cpu_sum;
}
if(rel_err < 1e-6)
{
printf("Verification Successful err = %e\n", rel_err);
}
else
{
printf("Verification Fail err = %e\n", rel_err);
}
}
#endif
free(a_CPU);
free(b_CPU);
free(c_CPU);
free(a);
free(b);
free(c);
return 0;
}
|
conversions.h | #ifndef CONVERSIONS_H
#define CONVERSIONS_H
#include <stdio.h>
#include <stdlib.h>
#include <cmath>
#include <float.h>
#include "omp.h"
#include "loewner_declaration.h"
#include "morph_color_matrix.h"
/*
*============================================================================================================================================
* Class that contains methods for performing conversions between different image formats.
* Algorithms for conversions are following the paper An approach to color-morphology based on Einstein addition and Loewner order by
* Bernhard Burgeth and Andreas Kleefeld.
*
* Current version is implemented to perform conversions in parallel using OpenMP, with the number of threads predefined by user.
*
* version: 1.0
* author: Filip Srnec
*============================================================================================================================================
*/
#ifndef PI
#define PI 3.141592653589793
#endif
#ifndef KAPPA
#define KAPPA 0.707106781186547
#endif
#ifndef RGB_MAX
#define RGB_MAX 255.0
#endif
#ifndef INTENSITY_ALPHA
#define INTENSITY_ALPHA 10
#endif
#ifndef INTENSITY_FACTOR
#define INTENSITY_FACTOR ((T) RGB_MAX / INTENSITY_ALPHA)
#endif
#ifndef HUE_TRESHOLD
#define HUE_TRESHOLD 0.5
#endif
class LoewnerMorphology::Conversions {
private:
// Helper method for finding a minimum among 3 values. T must have operator <.
template<typename T>
static T min3(T a, T b, T c);
// Helper method for finding a maximum among 3 values. T must have operator >.
template<typename T>
static T max3(T a, T b, T c);
// Helper method that converts hue values to rgb values
template<typename T>
static T hueToRgb(T p, T q, T t);
public:
/*
* Performs a conversion from RGB-value image to M-HCL-value image. RGB values should be stored
* on memory locations r, g and b respectively. Result will be stored on locations h, c and l.
* All memory should be previously allocated. Argument size is the size of the initial image (width * height).
*/
template<typename T>
static void rgb2mhcl(const T *r, const T *g, const T *b, T *h, T *c, T *l, int size);
/*
* Performs a conversion from M-HCL-value image to RGB-value image. H, C and L values should be stored on memory locations
* r, g and b respectively. Result will be stored on locations r, g and b. All memory should be previously allocated.
* Argument size is the size of the initial image (width * height).
*/
template<typename T>
static void mhcl2rgb(const T *h, const T *c, const T *l, T *r, T *g, T *b, int size);
/*
* Converts the image vector containing M-HCL values to the vector containing
* MorphColorMatrix objects. Memory for the new vector needs to be allocated and passed
* as a vector argument. It should be array of MorphColorMatrix values which size is equal
* as the size of the image. Pointers h, c and l are the pointers to the values
* of the hue, chroma and luminance.
*/
template<typename T>
static void mhcl2matrix(const T *h, const T *c, const T *l, LoewnerMorphology::MorphColorMatrix *vector, int size);
/*
* Converts the vector containing MorphColorMatrix objects to M-HCL values. Memory for the new vectors needs
* to be allocated and passed as a h,c and l arguments. Size of each destination pointer must be equal
* to the size of the image. Pointers h, c and l are the pointers to the values of the hue, chroma and
* lightness for the given image.
*/
template<typename T>
static void matrix2mhcl(const LoewnerMorphology::MorphColorMatrix *vector, T *h, T *c, T *l, int size);
/*
* Converts an immage array of values of type T to the image array of double values. It is assumed that conversion is legal.
* Memory for both arrays must be allocated before entering the method.
*/
template<typename T>
static void type2double(const T *imgType, double *imgDouble, int size);
/*
* Converts an image array of double values to the image array of values of type T. It is assumed that conversion is legal.
* Memory for both arrays should be allocated before entering the method.
*/
template<typename T>
static void double2type(const double *imgDouble, T *imgType, int size);
};
// IMPLEMENTATION
template<typename T>
T LoewnerMorphology::Conversions::min3(T a, T b, T c) {
if (a < b) {
if (a < c) {
return a;
} else {
return (b < c) ? b : c;
}
} else {
if (b < c) {
return b;
} else {
return (a < c) ? a : c;
}
}
}
template<typename T>
T LoewnerMorphology::Conversions::max3(T a, T b, T c) {
if (a > b) {
if (a > c) {
return a;
} else {
return (b > c) ? b : c;
}
} else {
if (b > c) {
return b;
} else {
return (a > c) ? a : c;
}
}
}
template<typename T>
void LoewnerMorphology::Conversions::rgb2mhcl(const T *r, const T *g, const T *b, T *h, T *c, T *l, int size) {
#pragma omp parallel for
for (int i = 0; i < size; i++) {
T r1 = r[i] / RGB_MAX;
T g1 = g[i] / RGB_MAX;
T b1 = b[i] / RGB_MAX;
T cMax = max3(r1, g1, b1);
T cMin = min3(r1, g1, b1);
T delta = cMax - cMin;
if (delta == 0) {
h[i] = 0;
} else if (cMax == r1) {
h[i] = ((g1 - b1) / delta) + (g1 < b1 ? 6.0 : 0.0);
} else if (cMax == g1) {
h[i] = (2 + ((b1 - r1) / delta));
} else {
h[i] = (4 + ((r1 - g1) / delta));
}
if (h[i] < 0) {
h[i] += 1;
}
h[i] /= 6.0;
c[i] = delta;
l[i] = cMin + cMax - 1;
}
}
template<typename T>
T LoewnerMorphology::Conversions::hueToRgb(T p, T q, T t) {
if (t < 0)
t += 1;
if (t > 1)
t -= 1;
if (t < (T) 1 / 6)
return p + (q - p) * 6 * t;
if (t < (T) 1 / 2)
return q;
if (t < (T) 2 / 3)
return p + (q - p) * ((T) 2 / 3 - t) * 6;
return p;
}
template<typename T>
void LoewnerMorphology::Conversions::mhcl2rgb(const T *h, const T *c, const T *l, T *r, T *g, T *b, int size) {
#pragma omp parallel for
for (int i = 0; i < size; i++) {
T delta = c[i];
T l_val = (l[i] + 1) / 2;
T s_val = (delta < 1e-4) ? 0 : delta / (1 - std::abs(l[i]));
T q = (l_val < 0.5) ? (l_val * (1 + s_val)) : (l_val + s_val - (l_val * s_val));
T p = 2 * l_val - q;
r[i] = std::round(hueToRgb(p, q, h[i] + (T) 1 / 3) * RGB_MAX);
g[i] = std::round(hueToRgb(p, q, h[i]) * RGB_MAX);
b[i] = std::round(hueToRgb(p, q, h[i] - (T) 1 / 3) * RGB_MAX);
}
}
template<typename T>
void LoewnerMorphology::Conversions::mhcl2matrix(const T *h, const T *c, const T *l, LoewnerMorphology::MorphColorMatrix *vector, int size) {
#pragma omp parallel for
for (int i = 0; i < size; i++) {
T hv = h[i];
T cv = c[i];
T z = l[i];
T value = 2 * PI * hv;
T x = cv * std::cos(value);
T y = cv * std::sin(value);
LoewnerMorphology::MorphColorMatrix temp;
temp.a = KAPPA * (z - y);
temp.b = KAPPA * x;
temp.c = KAPPA * (z + y);
vector[i] = temp;
}
}
template<typename T>
void LoewnerMorphology::Conversions::matrix2mhcl(const LoewnerMorphology::MorphColorMatrix *vector, T *h, T *c, T *l, int size) {
#pragma omp parallel for
for (int i = 0; i < size; i++) {
LoewnerMorphology::MorphColorMatrix temp = vector[i];
T x = 2 * KAPPA * temp.b;
T y = KAPPA * (temp.c - temp.a);
T z = KAPPA * (temp.c + temp.a);
T at = std::atan2(y, x);
if (at < 0) {
at = at + 2 * PI;
}
h[i] = at / (2 * PI);
c[i] = std::sqrt(x * x + y * y);
l[i] = z;
}
}
template<typename T>
void LoewnerMorphology::Conversions::type2double(const T *imgOriginal, double *imgDouble, int size) {
#pragma omp parallel for
for (int i = 0; i < size; i++) {
imgDouble[i] = (double)imgOriginal[i];
}
}
template<typename T>
void LoewnerMorphology::Conversions::double2type(const double *imgDouble, T *imgType, int size) {
#pragma omp parallel for
for (int i = 0; i < size; i++) {
imgType[i] = (T)imgDouble[i];
}
}
#endif
|
gmapper.h | /*
* This file should contain extern declarations for global variables in gmapper.
* This is the only file that should be included by other modules (seeds, mapping, etc).
*/
#ifndef _GMAPPER_H
#define _GMAPPER_H
#ifdef __cplusplus
//extern "C" {
#endif
#include "../gmapper/gmapper-definitions.h"
#include "../common/debug.h"
#include "../common/util.h"
#include "../common/time_counter.h"
#include "../common/gen-st.h"
#undef EXTERN
#undef STATIC
#ifdef _MODULE_GMAPPER
#include "../gmapper/gmapper-defaults.h"
#define EXTERN(_type, _id, _init_val) _type _id = _init_val
#define STATIC(_type, _id, _init_val) static _type _id = _init_val
#else
#define EXTERN(_type, _id, _init_val) extern _type _id
#define STATIC(_type, _id, _init_val)
#endif
/* shrimp mode */
EXTERN(shrimp_mode_t, shrimp_mode, DEF_SHRIMP_MODE);
EXTERN(shrimp_args_t, shrimp_args, {});
/* thread control */
EXTERN(int, num_threads, DEF_NUM_THREADS);
EXTERN(int, chunk_size, DEF_CHUNK_SIZE);
EXTERN(int, not_used, 0);
/* parameters */
EXTERN(struct read_mapping_options_t *, unpaired_mapping_options[2], {});
EXTERN(int, n_unpaired_mapping_options[2], {});
EXTERN(struct readpair_mapping_options_t *, paired_mapping_options, NULL);
EXTERN(int, n_paired_mapping_options, 0);
EXTERN(int, mode_mirna, false);
EXTERN(double, window_len, DEF_WINDOW_LEN);
EXTERN(double, window_overlap, DEF_WINDOW_OVERLAP);
EXTERN(int, match_mode, 0);
EXTERN(int, num_outputs, DEF_NUM_OUTPUTS);
EXTERN(int, max_alignments, DEF_MAX_ALIGNMENTS);
EXTERN(int, num_tmp_outputs, 20 + DEF_NUM_OUTPUTS);
EXTERN(int, anchor_width, DEF_ANCHOR_WIDTH);
EXTERN(int, indel_taboo_len, DEF_INDEL_TABOO_LEN);
EXTERN(uint32_t, list_cutoff, DEF_LIST_CUTOFF);
EXTERN(bool, gapless_sw, DEF_GAPLESS_SW);
EXTERN(bool, hash_filter_calls, DEF_HASH_FILTER_CALLS);
EXTERN(int, longest_read_len, DEF_LONGEST_READ_LENGTH);
EXTERN(bool, trim, false);
EXTERN(int, trim_front, 0);
EXTERN(int, trim_end, 0);
EXTERN(bool, trim_first, true);
EXTERN(bool, trim_second, true);
EXTERN(bool, trim_illumina, false);
EXTERN(char *, save_file, NULL);
EXTERN(char *, load_file, NULL);
EXTERN(char *, save_mmap, NULL);
EXTERN(char *, load_mmap, NULL);
EXTERN(unsigned int, progress, DEF_PROGRESS);
EXTERN(bool, compute_mapping_qualities, true);
EXTERN(bool, no_qv_check, false);
//EXTERN(int, score_difference_mq_cutoff, 0);
EXTERN(bool, all_contigs, false);
EXTERN(bool, use_sanger_qvs, true);
EXTERN(int, qual_vector_offset, 0);
EXTERN(int, qual_delta, 33);
EXTERN(int, min_avg_qv, 10);
/* Flags */
EXTERN(bool, strata_flag, false); /* get only top scoring hits */
EXTERN(bool, Cflag, false); /* do complement only */
EXTERN(bool, Fflag, false); /* do positive (forward) only */
EXTERN(bool, Hflag, false); /* use hash table, not lookup */
EXTERN(bool, Pflag, false); /* pretty print results */
EXTERN(bool, Rflag, false); /* add read sequence to output*/
EXTERN(bool, Tflag, true); /* reverse sw full tie breaks */
EXTERN(bool, Dflag, false); /* print statistics for each thread */
EXTERN(bool, Eflag, true); /* output sam format */
EXTERN(bool, Xflag, false); /* print insert histogram */
EXTERN(bool, Yflag, false); /* print genome projection histogram */
EXTERN(bool, Vflag, true); /* automatic genome index trimming */
EXTERN(bool, Qflag, true); /* use fastq reads */
EXTERN(bool, Gflag, true); /* global alignment flag ! */
EXTERN(bool, Bflag, false); /* be like bfast - cs only! */
EXTERN(bool, extra_sam_fields, false);
EXTERN(bool, single_best_mapping, false);
EXTERN(bool, improper_mappings, true);
EXTERN(bool, autodetect_input, true);
EXTERN(bool, ignore_qvs, false); /* if input is fastq, ignore qvs in analysis */
//EXTERN(bool, hack, false);
/* Scores */
EXTERN(int, match_score, DEF_LS_MATCH_SCORE);
EXTERN(int, mismatch_score, DEF_LS_MISMATCH_SCORE);
EXTERN(int, a_gap_open_score, DEF_LS_A_GAP_OPEN);
EXTERN(int, a_gap_extend_score, DEF_LS_A_GAP_EXTEND);
EXTERN(int, b_gap_open_score, DEF_LS_B_GAP_OPEN);
EXTERN(int, b_gap_extend_score, DEF_LS_B_GAP_EXTEND);
EXTERN(int, crossover_score, DEF_CS_XOVER_SCORE);
EXTERN(double, score_alpha, 0.0);
EXTERN(double, score_beta, 0.0);
EXTERN(double, pr_mismatch, 0.0);
EXTERN(double, pr_xover, 0.03);
EXTERN(double, pr_del_open, 0.0);
EXTERN(double, pr_del_extend, 0.0);
EXTERN(double, pr_ins_open, 0.0);
EXTERN(double, pr_ins_extend, 0.0);
EXTERN(double, window_gen_threshold, DEF_WINDOW_GEN_THRESHOLD);
EXTERN(double, sw_vect_threshold, DEF_SW_VECT_THRESHOLD);
EXTERN(double, sw_full_threshold, DEF_SW_FULL_THRESHOLD);
/* shrimp parameter/option parsing */
STATIC(struct option const, standard_options[], DEF_STANDARD_OPTIONS);
STATIC(struct option const, colour_space_options[], DEF_COLOUR_SPACE_OPTIONS);
STATIC(struct option const, letter_space_options[], DEF_LETTER_SPACE_OPTIONS);
STATIC(size_t const, standard_entries, sizeof(standard_options)/sizeof(struct option));
STATIC(size_t const, letter_entries, sizeof(letter_space_options)/sizeof(struct option));
STATIC(size_t const, colour_entries, sizeof(colour_space_options)/sizeof(struct option));
/* pairing mode */
EXTERN(int, pair_mode, DEF_PAIR_MODE);
EXTERN(int, min_insert_size, DEF_MIN_INSERT_SIZE);
EXTERN(int, max_insert_size, DEF_MAX_INSERT_SIZE);
EXTERN(double, insert_size_mean, DEF_INSERT_SIZE_MEAN);
EXTERN(double, insert_size_stddev, DEF_INSERT_SIZE_STDDEV);
EXTERN(llint, insert_histogram[100], {});
EXTERN(int, insert_histogram_bucket_size, 1);
EXTERN(int, insert_histogram_load, 100);
EXTERN(char *, reads_filename, NULL);
EXTERN(char *, left_reads_filename, NULL);
EXTERN(char *, right_reads_filename, NULL);
EXTERN(bool, single_reads_file, true);
STATIC(char const * const, pair_mode_string[5], DEF_PAIR_MODE_STRING);
EXTERN(bool, pair_reverse[5][2], DEF_PAIR_REVERSE);
/* seed management */
EXTERN(int, n_seeds, 0);
EXTERN(struct seed_type *, seed, NULL);
EXTERN(uint32_t * *, seed_hash_mask, NULL);
EXTERN(int, max_seed_span, 0);
EXTERN(int, min_seed_span, MAX_SEED_SPAN);
EXTERN(int, avg_seed_span, 0);
/* Thread output buffer */
EXTERN(char **, thread_output_buffer, NULL);
EXTERN(size_t *, thread_output_buffer_sizes, NULL);
EXTERN(char **, thread_output_buffer_filled, NULL);
EXTERN(unsigned int *, thread_output_buffer_chunk, NULL);
EXTERN(size_t, thread_output_buffer_initial, DEF_THREAD_OUTPUT_BUFFER_INITIAL);
EXTERN(size_t, thread_output_buffer_increment, DEF_THREAD_OUTPUT_BUFFER_INCREMENT);
EXTERN(size_t, thread_output_buffer_safety, DEF_THREAD_OUTPUT_BUFFER_SAFETY);
EXTERN(unsigned int, thread_output_heap_capacity, DEF_THREAD_OUTPUT_HEAP_CAPACITY);
/* SAM stuff */
EXTERN(FILE *, unaligned_reads_file, NULL);
EXTERN(FILE *, aligned_reads_file, NULL);
EXTERN(bool, sam_unaligned, false);
EXTERN(bool, half_paired, true); //output reads in paired mode that only have one mapping
EXTERN(bool, sam_r2, false);
EXTERN(char *, sam_header_filename, NULL);
EXTERN(char *, sam_read_group_name, NULL);
EXTERN(char *, sam_sample_name, NULL);
EXTERN(FILE *, sam_header_hd, NULL);
EXTERN(FILE *, sam_header_sq, NULL);
EXTERN(FILE *, sam_header_rg, NULL);
EXTERN(FILE *, sam_header_pg, NULL);
/* Statistics */
EXTERN(llint, nreads, 0);
EXTERN(llint, nreads_mod, 0);
EXTERN(llint, total_reads_matched, 0);
EXTERN(llint, total_pairs_matched, 0);
EXTERN(llint, total_reads_matched_conf, 0);
EXTERN(llint, total_pairs_matched_conf, 0);
EXTERN(llint, total_reads_dropped, 0);
EXTERN(llint, total_pairs_dropped, 0);
EXTERN(llint, total_single_matches, 0);
EXTERN(llint, total_paired_matches, 0);
EXTERN(llint, total_dup_single_matches, 0); /* number of duplicate hits */
EXTERN(llint, total_dup_paired_matches, 0);
EXTERN(llint, load_genome_usecs, 0);
EXTERN(llint, mapping_wallclock_usecs, 0);
/* per-thread counts and statistics */
//EXTERN(llint, read_handle_usecs, 0);
//EXTERN(llint, wait_ticks, 0);
//EXTERN(llint, anchor_list_ticks, 0);
//EXTERN(llint, region_counts_ticks, 0);
//EXTERN(llint, mp_region_counts_ticks, 0);
//EXTERN(llint, hit_list_ticks, 0);
//EXTERN(llint, pass1_ticks, 0);
//EXTERN(llint, get_vector_hits_ticks, 0);
//EXTERN(llint, pass2_ticks, 0);
//EXTERN(llint, duplicate_removal_ticks, 0);
//EXTERN(stat_t, anchor_list_init_size, 0);
//EXTERN(stat_t, n_big_gaps_anchor_list, 0);
//EXTERN(stat_t, n_anchors_discarded, 0);
EXTERN(int, anchor_list_big_gap, DEF_ANCHOR_LIST_BIG_GAP);
// thread-private globals
typedef struct tpg_t {
llint read_handle_usecs;
//llint wait_ticks;
time_counter wait_tc;
//llint anchor_list_ticks;
time_counter anchor_list_tc;
//llint region_counts_ticks;
time_counter region_counts_tc;
//llint mp_region_counts_ticks;
time_counter mp_region_counts_tc;
//llint hit_list_ticks;
time_counter hit_list_tc;
//llint pass1_ticks;
time_counter pass1_tc;
//llint get_vector_hits_ticks;
time_counter get_vector_hits_tc;
//llint pass2_ticks;
time_counter pass2_tc;
//llint duplicate_removal_ticks;
time_counter duplicate_removal_tc;
stat_t anchor_list_init_size;
stat_t n_big_gaps_anchor_list;
stat_t n_anchors_discarded;
} tpg_t;
EXTERN(tpg_t, tpg, {});
#pragma omp threadprivate(tpg)
EXTERN(count_t, mem_genomemap, {});
EXTERN(count_t, mem_small, {});
EXTERN(count_t, mem_thread_buffer, {});
EXTERN(count_t, mem_mapping, {});
EXTERN(count_t, mem_sw, {});
/* genome map */
EXTERN(uint32_t ***, genomemap, NULL);
EXTERN(uint32_t **, genomemap_len, NULL);
EXTERN(uint32_t *, contig_offsets, NULL); /* offset info for genome contigs */
EXTERN(char **, contig_names, NULL);
EXTERN(int, num_contigs, 0);
EXTERN(uint32_t **, genome_contigs, NULL); /* genome -- always in letter */
EXTERN(uint32_t **, genome_contigs_rc, NULL); /* reverse complemets */
EXTERN(uint32_t **, genome_cs_contigs, NULL);
EXTERN(uint32_t **, genome_cs_contigs_rc, NULL);
EXTERN(int *, genome_initbp, NULL);
EXTERN(uint32_t *, genome_len, NULL);
EXTERN(bool, genome_is_rna, false); /* is genome RNA (has uracil)?*/
EXTERN(long long int, total_genome_size, 0);
EXTERN(gen_st, contig_offsets_gen_st, {});
EXTERN(ptr_and_sz *, genomemap_block, NULL);
EXTERN(ptr_and_sz, genome_contigs_block, {});
EXTERN(ptr_and_sz, genome_contigs_rc_block, {});
EXTERN(ptr_and_sz, genome_cs_contigs_block, {});
/* region handling */
EXTERN(bool, use_regions, DEF_USE_REGIONS);
EXTERN(int, region_bits, DEF_REGION_BITS);
EXTERN(int, region_overlap, DEF_REGION_OVERLAP);
EXTERN(int, n_regions, (1 << (32 - DEF_REGION_BITS)));
typedef uint16_t region_map_t;
EXTERN(region_map_t *, region_map[2][2], {});
EXTERN(int, region_map_id, 0);
EXTERN(int, region_map_id_bits, 13);
//EXTERN(int, region_map_max_count, ((1 << 8) - 1));
#pragma omp threadprivate(region_map, region_map_id)
/* contains inlined calls; uses gapless_sw and hash_filter_calls vars */
#include "../common/f1-wrapper.h"
//void hit_free_sfrp(struct read_hit *);
void read_free(struct read_entry *);
void read_free_hit_list(struct read_entry *);
void read_free_anchor_list(struct read_entry *);
void read_free_full(struct read_entry *);
/* pulled off the web; this may or may not be any good */
static inline uint32_t
hash(uint32_t a)
{
a = (a+0x7ed55d16) + (a<<12);
a = (a^0xc761c23c) ^ (a>>19);
a = (a+0x165667b1) + (a<<5);
a = (a+0xd3a2646c) ^ (a<<9);
a = (a+0xfd7046c5) + (a<<3);
a = (a^0xb55a4f09) ^ (a>>16);
return a;
}
/* hash-based version or kmer -> map index function for larger seeds */
static inline uint32_t
kmer_to_mapidx_hash(uint32_t *kmerWindow, int sn)
{
static uint32_t maxidx = ((uint32_t)1 << 2*HASH_TABLE_POWER) - 1;
uint32_t mapidx = 0;
int i;
assert(seed_hash_mask != NULL);
for (i = 0; i < BPTO32BW(max_seed_span); i++)
mapidx = hash((kmerWindow[i] & seed_hash_mask[sn][i]) ^ mapidx);
return mapidx & maxidx;
}
/*
* Compress the given kmer into an index in 'readmap' according to the seed.
* While not optimal, this is only about 20% of the spaced seed scan time.
*
* This is the original version for smaller seeds.
*
* XXX- This algorithm only considers bases 0-3, which implies overlap
* when we have other bases (mainly uracil, but also wobble codes).
* This won't affect sensitivity, but may cause extra S-W calls.
*/
static inline uint32_t
kmer_to_mapidx_orig(uint32_t *kmerWindow, int sn)
{
bitmap_type a = seed[sn].mask[0];
uint32_t mapidx = 0;
int i = 0;
do {
if ((a & 0x1) == 0x1) {
mapidx <<= 2;
mapidx |= ((kmerWindow[i/8] >> (i%8)*4) & 0x3);
}
a >>= 1;
i++;
} while (a != 0x0);
assert(mapidx < power(4, seed[sn].weight));
return mapidx;
}
#define KMER_TO_MAPIDX(kmer, sn) (Hflag? kmer_to_mapidx_hash((kmer), (sn)) : kmer_to_mapidx_orig((kmer), (sn)))
/* get contig number from absolute index */
static inline void
get_contig_num(uint32_t idx, int * cn) {
if (num_contigs < 100)
{
*cn = 0;
while (*cn < num_contigs - 1
&& idx >= contig_offsets[*cn + 1])
(*cn)++;
}
else
{
/*
int l, r, m;
l = 0;
r = num_contigs;
while (l + 1 < r) {
m = (r + l)/2;
if (idx < contig_offsets[m])
r = m;
else
l = m;
}
*cn = l;
*/
*cn = gen_st_search(&contig_offsets_gen_st, idx);
}
assert(contig_offsets[*cn] <= idx && idx < contig_offsets[*cn] + genome_len[*cn]);
}
#ifdef __cplusplus
//} /* extern "C" */
#endif
#endif
|
ast-dump-openmp-teams-distribute-parallel-for.c | // RUN: %clang_cc1 -triple x86_64-unknown-unknown -fopenmp -ast-dump %s | FileCheck --match-full-lines -implicit-check-not=openmp_structured_block %s
void test_one(int x) {
#pragma omp target
#pragma omp teams distribute parallel for
for (int i = 0; i < x; i++)
;
}
void test_two(int x, int y) {
#pragma omp target
#pragma omp teams distribute parallel for
for (int i = 0; i < x; i++)
for (int i = 0; i < y; i++)
;
}
void test_three(int x, int y) {
#pragma omp target
#pragma omp teams distribute parallel for collapse(1)
for (int i = 0; i < x; i++)
for (int i = 0; i < y; i++)
;
}
void test_four(int x, int y) {
#pragma omp target
#pragma omp teams distribute parallel for collapse(2)
for (int i = 0; i < x; i++)
for (int i = 0; i < y; i++)
;
}
void test_five(int x, int y, int z) {
#pragma omp target
#pragma omp teams distribute parallel for collapse(2)
for (int i = 0; i < x; i++)
for (int i = 0; i < y; i++)
for (int i = 0; i < z; i++)
;
}
// CHECK: TranslationUnitDecl {{.*}} <<invalid sloc>> <invalid sloc>
// CHECK: |-FunctionDecl {{.*}} <{{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:3:1, line:8:1> line:3:6 test_one 'void (int)'
// CHECK-NEXT: | |-ParmVarDecl {{.*}} <col:15, col:19> col:19 used x 'int'
// CHECK-NEXT: | `-CompoundStmt {{.*}} <col:22, line:8:1>
// CHECK-NEXT: | `-OMPTargetDirective {{.*}} <line:4:9, col:19>
// CHECK-NEXT: | |-OMPFirstprivateClause {{.*}} <<invalid sloc>> <implicit>
// CHECK-NEXT: | | `-DeclRefExpr {{.*}} <line:6:3> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | `-CapturedStmt {{.*}} <line:5:9, col:42>
// CHECK-NEXT: | |-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | |-CapturedStmt {{.*}} <col:9, col:42>
// CHECK-NEXT: | | | |-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | | |-OMPTeamsDistributeParallelForDirective {{.*}} <col:9, col:42> openmp_structured_block
// CHECK-NEXT: | | | | | `-CapturedStmt {{.*}} <line:6:3, line:7:5>
// CHECK-NEXT: | | | | | |-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | | | | |-CapturedStmt {{.*}} <line:6:3, line:7:5>
// CHECK-NEXT: | | | | | | | |-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | | | | | | |-ForStmt {{.*}} <line:6:3, line:7:5>
// CHECK-NEXT: | | | | | | | | | |-DeclStmt {{.*}} <line:6:8, col:17>
// CHECK-NEXT: | | | | | | | | | | `-VarDecl {{.*}} <col:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | | | | | |-BinaryOperator {{.*}} <col:19, col:23> 'int' '<'
// CHECK-NEXT: | | | | | | | | | | |-ImplicitCastExpr {{.*}} <col:19> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | | | | `-DeclRefExpr {{.*}} <col:19> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | | | | `-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | | | | | | |-UnaryOperator {{.*}} <col:26, col:27> 'int' postfix '++'
// CHECK-NEXT: | | | | | | | | | | `-DeclRefExpr {{.*}} <col:26> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | | | `-NullStmt {{.*}} <line:7:5> openmp_structured_block
// CHECK-NEXT: | | | | | | | | |-ImplicitParamDecl {{.*}} <line:5:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.lb. 'const unsigned long'
// CHECK-NEXT: | | | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.ub. 'const unsigned long'
// CHECK-NEXT: | | | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:5:9) *const restrict'
// CHECK-NEXT: | | | | | | | | `-VarDecl {{.*}} <line:6:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:3> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | | | |-ImplicitParamDecl {{.*}} <line:5:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:5:9) *const restrict'
// CHECK-NEXT: | | | | | | |-RecordDecl {{.*}} <col:9> col:9 implicit struct definition
// CHECK-NEXT: | | | | | | | |-CapturedRecordAttr {{.*}} <<invalid sloc>> Implicit
// CHECK-NEXT: | | | | | | | `-FieldDecl {{.*}} <line:6:3> col:3 implicit 'int &'
// CHECK-NEXT: | | | | | | `-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | | | | |-ForStmt {{.*}} <col:3, line:7:5>
// CHECK-NEXT: | | | | | | | |-DeclStmt {{.*}} <line:6:8, col:17>
// CHECK-NEXT: | | | | | | | | `-VarDecl {{.*}} <col:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | | | |-BinaryOperator {{.*}} <col:19, col:23> 'int' '<'
// CHECK-NEXT: | | | | | | | | |-ImplicitCastExpr {{.*}} <col:19> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | | `-DeclRefExpr {{.*}} <col:19> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | | `-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | | | | |-UnaryOperator {{.*}} <col:26, col:27> 'int' postfix '++'
// CHECK-NEXT: | | | | | | | | `-DeclRefExpr {{.*}} <col:26> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | `-NullStmt {{.*}} <line:7:5> openmp_structured_block
// CHECK-NEXT: | | | | | | |-ImplicitParamDecl {{.*}} <line:5:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.lb. 'const unsigned long'
// CHECK-NEXT: | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.ub. 'const unsigned long'
// CHECK-NEXT: | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:5:9) *const restrict'
// CHECK-NEXT: | | | | | | `-VarDecl {{.*}} <line:6:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | `-DeclRefExpr {{.*}} <col:3> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | |-ImplicitParamDecl {{.*}} <line:4:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:4:9) *const restrict'
// CHECK-NEXT: | | | | |-RecordDecl {{.*}} <line:5:9> col:9 implicit struct definition
// CHECK-NEXT: | | | | | |-CapturedRecordAttr {{.*}} <<invalid sloc>> Implicit
// CHECK-NEXT: | | | | | `-FieldDecl {{.*}} <line:6:3> col:3 implicit 'int &'
// CHECK-NEXT: | | | | |-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | | | |-CapturedStmt {{.*}} <col:3, line:7:5>
// CHECK-NEXT: | | | | | | |-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | | | | | |-ForStmt {{.*}} <line:6:3, line:7:5>
// CHECK-NEXT: | | | | | | | | |-DeclStmt {{.*}} <line:6:8, col:17>
// CHECK-NEXT: | | | | | | | | | `-VarDecl {{.*}} <col:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | | | | |-BinaryOperator {{.*}} <col:19, col:23> 'int' '<'
// CHECK-NEXT: | | | | | | | | | |-ImplicitCastExpr {{.*}} <col:19> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | | | `-DeclRefExpr {{.*}} <col:19> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | | | `-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | | | | | |-UnaryOperator {{.*}} <col:26, col:27> 'int' postfix '++'
// CHECK-NEXT: | | | | | | | | | `-DeclRefExpr {{.*}} <col:26> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | | `-NullStmt {{.*}} <line:7:5> openmp_structured_block
// CHECK-NEXT: | | | | | | | |-ImplicitParamDecl {{.*}} <line:5:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.lb. 'const unsigned long'
// CHECK-NEXT: | | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.ub. 'const unsigned long'
// CHECK-NEXT: | | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:5:9) *const restrict'
// CHECK-NEXT: | | | | | | | `-VarDecl {{.*}} <line:6:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | | `-DeclRefExpr {{.*}} <col:3> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <line:5:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:5:9) *const restrict'
// CHECK-NEXT: | | | | | |-RecordDecl {{.*}} <col:9> col:9 implicit struct definition
// CHECK-NEXT: | | | | | | |-CapturedRecordAttr {{.*}} <<invalid sloc>> Implicit
// CHECK-NEXT: | | | | | | `-FieldDecl {{.*}} <line:6:3> col:3 implicit 'int &'
// CHECK-NEXT: | | | | | `-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | | | |-ForStmt {{.*}} <col:3, line:7:5>
// CHECK-NEXT: | | | | | | |-DeclStmt {{.*}} <line:6:8, col:17>
// CHECK-NEXT: | | | | | | | `-VarDecl {{.*}} <col:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | | |-BinaryOperator {{.*}} <col:19, col:23> 'int' '<'
// CHECK-NEXT: | | | | | | | |-ImplicitCastExpr {{.*}} <col:19> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | `-DeclRefExpr {{.*}} <col:19> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | `-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | | | |-UnaryOperator {{.*}} <col:26, col:27> 'int' postfix '++'
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:26> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | `-NullStmt {{.*}} <line:7:5> openmp_structured_block
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <line:5:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.lb. 'const unsigned long'
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.ub. 'const unsigned long'
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:5:9) *const restrict'
// CHECK-NEXT: | | | | | `-VarDecl {{.*}} <line:6:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | |-OMPCapturedExprDecl {{.*}} <col:23> col:23 implicit used .capture_expr. 'int'
// CHECK-NEXT: | | | | | `-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | `-OMPCapturedExprDecl {{.*}} <col:3, <invalid sloc>> col:3 implicit used .capture_expr. 'int'
// CHECK-NEXT: | | | | `-BinaryOperator {{.*}} <col:3, <invalid sloc>> 'int' '-'
// CHECK-NEXT: | | | | |-BinaryOperator {{.*}} <col:3, col:26> 'int' '/'
// CHECK-NEXT: | | | | | |-ParenExpr {{.*}} <col:3> 'int'
// CHECK-NEXT: | | | | | | `-BinaryOperator {{.*}} <col:23, col:26> 'int' '+'
// CHECK-NEXT: | | | | | | |-BinaryOperator {{.*}} <col:23, <invalid sloc>> 'int' '-'
// CHECK-NEXT: | | | | | | | |-BinaryOperator {{.*}} <col:23, col:16> 'int' '-'
// CHECK-NEXT: | | | | | | | | |-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue OMPCapturedExpr {{.*}} '.capture_expr.' 'int'
// CHECK-NEXT: | | | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | | | `-IntegerLiteral {{.*}} <<invalid sloc>> 'int' 1
// CHECK-NEXT: | | | | | | `-IntegerLiteral {{.*}} <col:26> 'int' 1
// CHECK-NEXT: | | | | | `-IntegerLiteral {{.*}} <col:26> 'int' 1
// CHECK-NEXT: | | | | `-IntegerLiteral {{.*}} <<invalid sloc>> 'int' 1
// CHECK-NEXT: | | | `-DeclRefExpr {{.*}} <col:3> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | |-AlwaysInlineAttr {{.*}} <<invalid sloc>> Implicit __forceinline
// CHECK-NEXT: | | |-ImplicitParamDecl {{.*}} <line:4:9> col:9 implicit .global_tid. 'const int'
// CHECK-NEXT: | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .part_id. 'const int *const restrict'
// CHECK-NEXT: | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .privates. 'void *const restrict'
// CHECK-NEXT: | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .copy_fn. 'void (*const restrict)(void *const restrict, ...)'
// CHECK-NEXT: | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .task_t. 'void *const'
// CHECK-NEXT: | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:4:9) *const restrict'
// CHECK-NEXT: | | |-RecordDecl {{.*}} <col:9> col:9 implicit struct definition
// CHECK-NEXT: | | | |-CapturedRecordAttr {{.*}} <<invalid sloc>> Implicit
// CHECK-NEXT: | | | `-FieldDecl {{.*}} <line:6:3> col:3 implicit 'int'
// CHECK-NEXT: | | | `-OMPCaptureKindAttr {{.*}} <<invalid sloc>> Implicit 9
// CHECK-NEXT: | | `-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | |-OMPTeamsDistributeParallelForDirective {{.*}} <line:5:9, col:42> openmp_structured_block
// CHECK-NEXT: | | | `-CapturedStmt {{.*}} <line:6:3, line:7:5>
// CHECK-NEXT: | | | |-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | | |-CapturedStmt {{.*}} <line:6:3, line:7:5>
// CHECK-NEXT: | | | | | |-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | | | | |-ForStmt {{.*}} <line:6:3, line:7:5>
// CHECK-NEXT: | | | | | | | |-DeclStmt {{.*}} <line:6:8, col:17>
// CHECK-NEXT: | | | | | | | | `-VarDecl {{.*}} <col:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | | | |-BinaryOperator {{.*}} <col:19, col:23> 'int' '<'
// CHECK-NEXT: | | | | | | | | |-ImplicitCastExpr {{.*}} <col:19> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | | `-DeclRefExpr {{.*}} <col:19> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | | `-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | | | | |-UnaryOperator {{.*}} <col:26, col:27> 'int' postfix '++'
// CHECK-NEXT: | | | | | | | | `-DeclRefExpr {{.*}} <col:26> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | `-NullStmt {{.*}} <line:7:5> openmp_structured_block
// CHECK-NEXT: | | | | | | |-ImplicitParamDecl {{.*}} <line:5:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.lb. 'const unsigned long'
// CHECK-NEXT: | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.ub. 'const unsigned long'
// CHECK-NEXT: | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:5:9) *const restrict'
// CHECK-NEXT: | | | | | | `-VarDecl {{.*}} <line:6:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | `-DeclRefExpr {{.*}} <col:3> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | |-ImplicitParamDecl {{.*}} <line:5:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:5:9) *const restrict'
// CHECK-NEXT: | | | | |-RecordDecl {{.*}} <col:9> col:9 implicit struct definition
// CHECK-NEXT: | | | | | |-CapturedRecordAttr {{.*}} <<invalid sloc>> Implicit
// CHECK-NEXT: | | | | | `-FieldDecl {{.*}} <line:6:3> col:3 implicit 'int &'
// CHECK-NEXT: | | | | `-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | | |-ForStmt {{.*}} <col:3, line:7:5>
// CHECK-NEXT: | | | | | |-DeclStmt {{.*}} <line:6:8, col:17>
// CHECK-NEXT: | | | | | | `-VarDecl {{.*}} <col:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | |-BinaryOperator {{.*}} <col:19, col:23> 'int' '<'
// CHECK-NEXT: | | | | | | |-ImplicitCastExpr {{.*}} <col:19> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:19> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | `-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | | |-UnaryOperator {{.*}} <col:26, col:27> 'int' postfix '++'
// CHECK-NEXT: | | | | | | `-DeclRefExpr {{.*}} <col:26> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | `-NullStmt {{.*}} <line:7:5> openmp_structured_block
// CHECK-NEXT: | | | | |-ImplicitParamDecl {{.*}} <line:5:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.lb. 'const unsigned long'
// CHECK-NEXT: | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.ub. 'const unsigned long'
// CHECK-NEXT: | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:5:9) *const restrict'
// CHECK-NEXT: | | | | `-VarDecl {{.*}} <line:6:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | `-DeclRefExpr {{.*}} <col:3> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | |-ImplicitParamDecl {{.*}} <line:4:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:4:9) *const restrict'
// CHECK-NEXT: | | |-RecordDecl {{.*}} <line:5:9> col:9 implicit struct definition
// CHECK-NEXT: | | | |-CapturedRecordAttr {{.*}} <<invalid sloc>> Implicit
// CHECK-NEXT: | | | `-FieldDecl {{.*}} <line:6:3> col:3 implicit 'int &'
// CHECK-NEXT: | | |-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | |-CapturedStmt {{.*}} <col:3, line:7:5>
// CHECK-NEXT: | | | | |-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | | | |-ForStmt {{.*}} <line:6:3, line:7:5>
// CHECK-NEXT: | | | | | | |-DeclStmt {{.*}} <line:6:8, col:17>
// CHECK-NEXT: | | | | | | | `-VarDecl {{.*}} <col:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | | |-BinaryOperator {{.*}} <col:19, col:23> 'int' '<'
// CHECK-NEXT: | | | | | | | |-ImplicitCastExpr {{.*}} <col:19> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | `-DeclRefExpr {{.*}} <col:19> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | `-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | | | |-UnaryOperator {{.*}} <col:26, col:27> 'int' postfix '++'
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:26> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | `-NullStmt {{.*}} <line:7:5> openmp_structured_block
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <line:5:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.lb. 'const unsigned long'
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.ub. 'const unsigned long'
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:5:9) *const restrict'
// CHECK-NEXT: | | | | | `-VarDecl {{.*}} <line:6:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | `-DeclRefExpr {{.*}} <col:3> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | |-ImplicitParamDecl {{.*}} <line:5:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:5:9) *const restrict'
// CHECK-NEXT: | | | |-RecordDecl {{.*}} <col:9> col:9 implicit struct definition
// CHECK-NEXT: | | | | |-CapturedRecordAttr {{.*}} <<invalid sloc>> Implicit
// CHECK-NEXT: | | | | `-FieldDecl {{.*}} <line:6:3> col:3 implicit 'int &'
// CHECK-NEXT: | | | `-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | |-ForStmt {{.*}} <col:3, line:7:5>
// CHECK-NEXT: | | | | |-DeclStmt {{.*}} <line:6:8, col:17>
// CHECK-NEXT: | | | | | `-VarDecl {{.*}} <col:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | |-BinaryOperator {{.*}} <col:19, col:23> 'int' '<'
// CHECK-NEXT: | | | | | |-ImplicitCastExpr {{.*}} <col:19> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | `-DeclRefExpr {{.*}} <col:19> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | `-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | |-UnaryOperator {{.*}} <col:26, col:27> 'int' postfix '++'
// CHECK-NEXT: | | | | | `-DeclRefExpr {{.*}} <col:26> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | `-NullStmt {{.*}} <line:7:5> openmp_structured_block
// CHECK-NEXT: | | | |-ImplicitParamDecl {{.*}} <line:5:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.lb. 'const unsigned long'
// CHECK-NEXT: | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.ub. 'const unsigned long'
// CHECK-NEXT: | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:5:9) *const restrict'
// CHECK-NEXT: | | | `-VarDecl {{.*}} <line:6:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | |-OMPCapturedExprDecl {{.*}} <col:23> col:23 implicit used .capture_expr. 'int'
// CHECK-NEXT: | | | `-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | `-OMPCapturedExprDecl {{.*}} <col:3, <invalid sloc>> col:3 implicit used .capture_expr. 'int'
// CHECK-NEXT: | | `-BinaryOperator {{.*}} <col:3, <invalid sloc>> 'int' '-'
// CHECK-NEXT: | | |-BinaryOperator {{.*}} <col:3, col:26> 'int' '/'
// CHECK-NEXT: | | | |-ParenExpr {{.*}} <col:3> 'int'
// CHECK-NEXT: | | | | `-BinaryOperator {{.*}} <col:23, col:26> 'int' '+'
// CHECK-NEXT: | | | | |-BinaryOperator {{.*}} <col:23, <invalid sloc>> 'int' '-'
// CHECK-NEXT: | | | | | |-BinaryOperator {{.*}} <col:23, col:16> 'int' '-'
// CHECK-NEXT: | | | | | | |-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue OMPCapturedExpr {{.*}} '.capture_expr.' 'int'
// CHECK-NEXT: | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | `-IntegerLiteral {{.*}} <<invalid sloc>> 'int' 1
// CHECK-NEXT: | | | | `-IntegerLiteral {{.*}} <col:26> 'int' 1
// CHECK-NEXT: | | | `-IntegerLiteral {{.*}} <col:26> 'int' 1
// CHECK-NEXT: | | `-IntegerLiteral {{.*}} <<invalid sloc>> 'int' 1
// CHECK-NEXT: | `-DeclRefExpr {{.*}} <col:3> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: |-FunctionDecl {{.*}} <line:10:1, line:16:1> line:10:6 test_two 'void (int, int)'
// CHECK-NEXT: | |-ParmVarDecl {{.*}} <col:15, col:19> col:19 used x 'int'
// CHECK-NEXT: | |-ParmVarDecl {{.*}} <col:22, col:26> col:26 used y 'int'
// CHECK-NEXT: | `-CompoundStmt {{.*}} <col:29, line:16:1>
// CHECK-NEXT: | `-OMPTargetDirective {{.*}} <line:11:9, col:19>
// CHECK-NEXT: | |-OMPFirstprivateClause {{.*}} <<invalid sloc>> <implicit>
// CHECK-NEXT: | | |-DeclRefExpr {{.*}} <line:13:3> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | `-DeclRefExpr {{.*}} <line:14:25> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | `-CapturedStmt {{.*}} <line:12:9, col:42>
// CHECK-NEXT: | |-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | |-CapturedStmt {{.*}} <col:9, col:42>
// CHECK-NEXT: | | | |-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | | |-OMPTeamsDistributeParallelForDirective {{.*}} <col:9, col:42> openmp_structured_block
// CHECK-NEXT: | | | | | `-CapturedStmt {{.*}} <line:13:3, line:15:7>
// CHECK-NEXT: | | | | | |-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | | | | |-CapturedStmt {{.*}} <line:13:3, line:15:7>
// CHECK-NEXT: | | | | | | | |-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | | | | | | |-ForStmt {{.*}} <line:13:3, line:15:7>
// CHECK-NEXT: | | | | | | | | | |-DeclStmt {{.*}} <line:13:8, col:17>
// CHECK-NEXT: | | | | | | | | | | `-VarDecl {{.*}} <col:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | | | | | |-BinaryOperator {{.*}} <col:19, col:23> 'int' '<'
// CHECK-NEXT: | | | | | | | | | | |-ImplicitCastExpr {{.*}} <col:19> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | | | | `-DeclRefExpr {{.*}} <col:19> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | | | | `-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | | | | | | |-UnaryOperator {{.*}} <col:26, col:27> 'int' postfix '++'
// CHECK-NEXT: | | | | | | | | | | `-DeclRefExpr {{.*}} <col:26> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | | | `-ForStmt {{.*}} <line:14:5, line:15:7> openmp_structured_block
// CHECK-NEXT: | | | | | | | | | |-DeclStmt {{.*}} <line:14:10, col:19>
// CHECK-NEXT: | | | | | | | | | | `-VarDecl {{.*}} <col:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | | | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | | | | | |-BinaryOperator {{.*}} <col:21, col:25> 'int' '<'
// CHECK-NEXT: | | | | | | | | | | |-ImplicitCastExpr {{.*}} <col:21> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | | | | `-DeclRefExpr {{.*}} <col:21> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | | | | `-ImplicitCastExpr {{.*}} <col:25> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | | | `-DeclRefExpr {{.*}} <col:25> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | | | | | | | | |-UnaryOperator {{.*}} <col:28, col:29> 'int' postfix '++'
// CHECK-NEXT: | | | | | | | | | | `-DeclRefExpr {{.*}} <col:28> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | | | `-NullStmt {{.*}} <line:15:7>
// CHECK-NEXT: | | | | | | | | |-ImplicitParamDecl {{.*}} <line:12:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.lb. 'const unsigned long'
// CHECK-NEXT: | | | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.ub. 'const unsigned long'
// CHECK-NEXT: | | | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:12:9) *const restrict'
// CHECK-NEXT: | | | | | | | | |-VarDecl {{.*}} <line:13:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | | | | `-VarDecl {{.*}} <line:14:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | | | | |-DeclRefExpr {{.*}} <line:13:3> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <line:14:25> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | | | | | |-ImplicitParamDecl {{.*}} <line:12:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:12:9) *const restrict'
// CHECK-NEXT: | | | | | | |-RecordDecl {{.*}} <col:9> col:9 implicit struct definition
// CHECK-NEXT: | | | | | | | |-CapturedRecordAttr {{.*}} <<invalid sloc>> Implicit
// CHECK-NEXT: | | | | | | | |-FieldDecl {{.*}} <line:13:3> col:3 implicit 'int &'
// CHECK-NEXT: | | | | | | | `-FieldDecl {{.*}} <line:14:25> col:25 implicit 'int &'
// CHECK-NEXT: | | | | | | `-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | | | | |-ForStmt {{.*}} <line:13:3, line:15:7>
// CHECK-NEXT: | | | | | | | |-DeclStmt {{.*}} <line:13:8, col:17>
// CHECK-NEXT: | | | | | | | | `-VarDecl {{.*}} <col:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | | | |-BinaryOperator {{.*}} <col:19, col:23> 'int' '<'
// CHECK-NEXT: | | | | | | | | |-ImplicitCastExpr {{.*}} <col:19> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | | `-DeclRefExpr {{.*}} <col:19> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | | `-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | | | | |-UnaryOperator {{.*}} <col:26, col:27> 'int' postfix '++'
// CHECK-NEXT: | | | | | | | | `-DeclRefExpr {{.*}} <col:26> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | `-ForStmt {{.*}} <line:14:5, line:15:7> openmp_structured_block
// CHECK-NEXT: | | | | | | | |-DeclStmt {{.*}} <line:14:10, col:19>
// CHECK-NEXT: | | | | | | | | `-VarDecl {{.*}} <col:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | | | |-BinaryOperator {{.*}} <col:21, col:25> 'int' '<'
// CHECK-NEXT: | | | | | | | | |-ImplicitCastExpr {{.*}} <col:21> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | | `-DeclRefExpr {{.*}} <col:21> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | | `-ImplicitCastExpr {{.*}} <col:25> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | `-DeclRefExpr {{.*}} <col:25> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | | | | | | |-UnaryOperator {{.*}} <col:28, col:29> 'int' postfix '++'
// CHECK-NEXT: | | | | | | | | `-DeclRefExpr {{.*}} <col:28> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | `-NullStmt {{.*}} <line:15:7>
// CHECK-NEXT: | | | | | | |-ImplicitParamDecl {{.*}} <line:12:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.lb. 'const unsigned long'
// CHECK-NEXT: | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.ub. 'const unsigned long'
// CHECK-NEXT: | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:12:9) *const restrict'
// CHECK-NEXT: | | | | | | |-VarDecl {{.*}} <line:13:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | | `-VarDecl {{.*}} <line:14:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | | |-DeclRefExpr {{.*}} <line:13:3> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | | `-DeclRefExpr {{.*}} <line:14:25> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | | | |-ImplicitParamDecl {{.*}} <line:11:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:11:9) *const restrict'
// CHECK-NEXT: | | | | |-RecordDecl {{.*}} <line:12:9> col:9 implicit struct definition
// CHECK-NEXT: | | | | | |-CapturedRecordAttr {{.*}} <<invalid sloc>> Implicit
// CHECK-NEXT: | | | | | |-FieldDecl {{.*}} <line:13:3> col:3 implicit 'int &'
// CHECK-NEXT: | | | | | `-FieldDecl {{.*}} <line:14:25> col:25 implicit 'int &'
// CHECK-NEXT: | | | | |-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | | | |-CapturedStmt {{.*}} <line:13:3, line:15:7>
// CHECK-NEXT: | | | | | | |-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | | | | | |-ForStmt {{.*}} <line:13:3, line:15:7>
// CHECK-NEXT: | | | | | | | | |-DeclStmt {{.*}} <line:13:8, col:17>
// CHECK-NEXT: | | | | | | | | | `-VarDecl {{.*}} <col:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | | | | |-BinaryOperator {{.*}} <col:19, col:23> 'int' '<'
// CHECK-NEXT: | | | | | | | | | |-ImplicitCastExpr {{.*}} <col:19> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | | | `-DeclRefExpr {{.*}} <col:19> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | | | `-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | | | | | |-UnaryOperator {{.*}} <col:26, col:27> 'int' postfix '++'
// CHECK-NEXT: | | | | | | | | | `-DeclRefExpr {{.*}} <col:26> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | | `-ForStmt {{.*}} <line:14:5, line:15:7> openmp_structured_block
// CHECK-NEXT: | | | | | | | | |-DeclStmt {{.*}} <line:14:10, col:19>
// CHECK-NEXT: | | | | | | | | | `-VarDecl {{.*}} <col:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | | | | |-BinaryOperator {{.*}} <col:21, col:25> 'int' '<'
// CHECK-NEXT: | | | | | | | | | |-ImplicitCastExpr {{.*}} <col:21> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | | | `-DeclRefExpr {{.*}} <col:21> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | | | `-ImplicitCastExpr {{.*}} <col:25> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | | `-DeclRefExpr {{.*}} <col:25> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | | | | | | | |-UnaryOperator {{.*}} <col:28, col:29> 'int' postfix '++'
// CHECK-NEXT: | | | | | | | | | `-DeclRefExpr {{.*}} <col:28> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | | `-NullStmt {{.*}} <line:15:7>
// CHECK-NEXT: | | | | | | | |-ImplicitParamDecl {{.*}} <line:12:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.lb. 'const unsigned long'
// CHECK-NEXT: | | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.ub. 'const unsigned long'
// CHECK-NEXT: | | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:12:9) *const restrict'
// CHECK-NEXT: | | | | | | | |-VarDecl {{.*}} <line:13:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | | | `-VarDecl {{.*}} <line:14:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | | | |-DeclRefExpr {{.*}} <line:13:3> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | | | `-DeclRefExpr {{.*}} <line:14:25> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <line:12:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:12:9) *const restrict'
// CHECK-NEXT: | | | | | |-RecordDecl {{.*}} <col:9> col:9 implicit struct definition
// CHECK-NEXT: | | | | | | |-CapturedRecordAttr {{.*}} <<invalid sloc>> Implicit
// CHECK-NEXT: | | | | | | |-FieldDecl {{.*}} <line:13:3> col:3 implicit 'int &'
// CHECK-NEXT: | | | | | | `-FieldDecl {{.*}} <line:14:25> col:25 implicit 'int &'
// CHECK-NEXT: | | | | | `-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | | | |-ForStmt {{.*}} <line:13:3, line:15:7>
// CHECK-NEXT: | | | | | | |-DeclStmt {{.*}} <line:13:8, col:17>
// CHECK-NEXT: | | | | | | | `-VarDecl {{.*}} <col:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | | |-BinaryOperator {{.*}} <col:19, col:23> 'int' '<'
// CHECK-NEXT: | | | | | | | |-ImplicitCastExpr {{.*}} <col:19> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | `-DeclRefExpr {{.*}} <col:19> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | `-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | | | |-UnaryOperator {{.*}} <col:26, col:27> 'int' postfix '++'
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:26> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | `-ForStmt {{.*}} <line:14:5, line:15:7> openmp_structured_block
// CHECK-NEXT: | | | | | | |-DeclStmt {{.*}} <line:14:10, col:19>
// CHECK-NEXT: | | | | | | | `-VarDecl {{.*}} <col:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | | |-BinaryOperator {{.*}} <col:21, col:25> 'int' '<'
// CHECK-NEXT: | | | | | | | |-ImplicitCastExpr {{.*}} <col:21> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | `-DeclRefExpr {{.*}} <col:21> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | `-ImplicitCastExpr {{.*}} <col:25> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:25> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | | | | | |-UnaryOperator {{.*}} <col:28, col:29> 'int' postfix '++'
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:28> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | `-NullStmt {{.*}} <line:15:7>
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <line:12:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.lb. 'const unsigned long'
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.ub. 'const unsigned long'
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:12:9) *const restrict'
// CHECK-NEXT: | | | | | |-VarDecl {{.*}} <line:13:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | `-VarDecl {{.*}} <line:14:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | |-OMPCapturedExprDecl {{.*}} <line:13:23> col:23 implicit used .capture_expr. 'int'
// CHECK-NEXT: | | | | | `-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | `-OMPCapturedExprDecl {{.*}} <col:3, <invalid sloc>> col:3 implicit used .capture_expr. 'int'
// CHECK-NEXT: | | | | `-BinaryOperator {{.*}} <col:3, <invalid sloc>> 'int' '-'
// CHECK-NEXT: | | | | |-BinaryOperator {{.*}} <col:3, col:26> 'int' '/'
// CHECK-NEXT: | | | | | |-ParenExpr {{.*}} <col:3> 'int'
// CHECK-NEXT: | | | | | | `-BinaryOperator {{.*}} <col:23, col:26> 'int' '+'
// CHECK-NEXT: | | | | | | |-BinaryOperator {{.*}} <col:23, <invalid sloc>> 'int' '-'
// CHECK-NEXT: | | | | | | | |-BinaryOperator {{.*}} <col:23, col:16> 'int' '-'
// CHECK-NEXT: | | | | | | | | |-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue OMPCapturedExpr {{.*}} '.capture_expr.' 'int'
// CHECK-NEXT: | | | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | | | `-IntegerLiteral {{.*}} <<invalid sloc>> 'int' 1
// CHECK-NEXT: | | | | | | `-IntegerLiteral {{.*}} <col:26> 'int' 1
// CHECK-NEXT: | | | | | `-IntegerLiteral {{.*}} <col:26> 'int' 1
// CHECK-NEXT: | | | | `-IntegerLiteral {{.*}} <<invalid sloc>> 'int' 1
// CHECK-NEXT: | | | |-DeclRefExpr {{.*}} <col:3> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | `-DeclRefExpr {{.*}} <line:14:25> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | |-AlwaysInlineAttr {{.*}} <<invalid sloc>> Implicit __forceinline
// CHECK-NEXT: | | |-ImplicitParamDecl {{.*}} <line:11:9> col:9 implicit .global_tid. 'const int'
// CHECK-NEXT: | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .part_id. 'const int *const restrict'
// CHECK-NEXT: | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .privates. 'void *const restrict'
// CHECK-NEXT: | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .copy_fn. 'void (*const restrict)(void *const restrict, ...)'
// CHECK-NEXT: | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .task_t. 'void *const'
// CHECK-NEXT: | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:11:9) *const restrict'
// CHECK-NEXT: | | |-RecordDecl {{.*}} <col:9> col:9 implicit struct definition
// CHECK-NEXT: | | | |-CapturedRecordAttr {{.*}} <<invalid sloc>> Implicit
// CHECK-NEXT: | | | |-FieldDecl {{.*}} <line:13:3> col:3 implicit 'int'
// CHECK-NEXT: | | | | `-OMPCaptureKindAttr {{.*}} <<invalid sloc>> Implicit 9
// CHECK-NEXT: | | | `-FieldDecl {{.*}} <line:14:25> col:25 implicit 'int'
// CHECK-NEXT: | | | `-OMPCaptureKindAttr {{.*}} <<invalid sloc>> Implicit 9
// CHECK-NEXT: | | `-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | |-OMPTeamsDistributeParallelForDirective {{.*}} <line:12:9, col:42> openmp_structured_block
// CHECK-NEXT: | | | `-CapturedStmt {{.*}} <line:13:3, line:15:7>
// CHECK-NEXT: | | | |-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | | |-CapturedStmt {{.*}} <line:13:3, line:15:7>
// CHECK-NEXT: | | | | | |-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | | | | |-ForStmt {{.*}} <line:13:3, line:15:7>
// CHECK-NEXT: | | | | | | | |-DeclStmt {{.*}} <line:13:8, col:17>
// CHECK-NEXT: | | | | | | | | `-VarDecl {{.*}} <col:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | | | |-BinaryOperator {{.*}} <col:19, col:23> 'int' '<'
// CHECK-NEXT: | | | | | | | | |-ImplicitCastExpr {{.*}} <col:19> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | | `-DeclRefExpr {{.*}} <col:19> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | | `-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | | | | |-UnaryOperator {{.*}} <col:26, col:27> 'int' postfix '++'
// CHECK-NEXT: | | | | | | | | `-DeclRefExpr {{.*}} <col:26> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | `-ForStmt {{.*}} <line:14:5, line:15:7> openmp_structured_block
// CHECK-NEXT: | | | | | | | |-DeclStmt {{.*}} <line:14:10, col:19>
// CHECK-NEXT: | | | | | | | | `-VarDecl {{.*}} <col:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | | | |-BinaryOperator {{.*}} <col:21, col:25> 'int' '<'
// CHECK-NEXT: | | | | | | | | |-ImplicitCastExpr {{.*}} <col:21> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | | `-DeclRefExpr {{.*}} <col:21> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | | `-ImplicitCastExpr {{.*}} <col:25> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | `-DeclRefExpr {{.*}} <col:25> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | | | | | | |-UnaryOperator {{.*}} <col:28, col:29> 'int' postfix '++'
// CHECK-NEXT: | | | | | | | | `-DeclRefExpr {{.*}} <col:28> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | `-NullStmt {{.*}} <line:15:7>
// CHECK-NEXT: | | | | | | |-ImplicitParamDecl {{.*}} <line:12:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.lb. 'const unsigned long'
// CHECK-NEXT: | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.ub. 'const unsigned long'
// CHECK-NEXT: | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:12:9) *const restrict'
// CHECK-NEXT: | | | | | | |-VarDecl {{.*}} <line:13:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | | `-VarDecl {{.*}} <line:14:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | | |-DeclRefExpr {{.*}} <line:13:3> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | | `-DeclRefExpr {{.*}} <line:14:25> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | | | |-ImplicitParamDecl {{.*}} <line:12:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:12:9) *const restrict'
// CHECK-NEXT: | | | | |-RecordDecl {{.*}} <col:9> col:9 implicit struct definition
// CHECK-NEXT: | | | | | |-CapturedRecordAttr {{.*}} <<invalid sloc>> Implicit
// CHECK-NEXT: | | | | | |-FieldDecl {{.*}} <line:13:3> col:3 implicit 'int &'
// CHECK-NEXT: | | | | | `-FieldDecl {{.*}} <line:14:25> col:25 implicit 'int &'
// CHECK-NEXT: | | | | `-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | | |-ForStmt {{.*}} <line:13:3, line:15:7>
// CHECK-NEXT: | | | | | |-DeclStmt {{.*}} <line:13:8, col:17>
// CHECK-NEXT: | | | | | | `-VarDecl {{.*}} <col:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | |-BinaryOperator {{.*}} <col:19, col:23> 'int' '<'
// CHECK-NEXT: | | | | | | |-ImplicitCastExpr {{.*}} <col:19> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:19> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | `-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | | |-UnaryOperator {{.*}} <col:26, col:27> 'int' postfix '++'
// CHECK-NEXT: | | | | | | `-DeclRefExpr {{.*}} <col:26> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | `-ForStmt {{.*}} <line:14:5, line:15:7> openmp_structured_block
// CHECK-NEXT: | | | | | |-DeclStmt {{.*}} <line:14:10, col:19>
// CHECK-NEXT: | | | | | | `-VarDecl {{.*}} <col:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | |-BinaryOperator {{.*}} <col:21, col:25> 'int' '<'
// CHECK-NEXT: | | | | | | |-ImplicitCastExpr {{.*}} <col:21> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:21> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | `-ImplicitCastExpr {{.*}} <col:25> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | `-DeclRefExpr {{.*}} <col:25> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | | | | |-UnaryOperator {{.*}} <col:28, col:29> 'int' postfix '++'
// CHECK-NEXT: | | | | | | `-DeclRefExpr {{.*}} <col:28> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | `-NullStmt {{.*}} <line:15:7>
// CHECK-NEXT: | | | | |-ImplicitParamDecl {{.*}} <line:12:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.lb. 'const unsigned long'
// CHECK-NEXT: | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.ub. 'const unsigned long'
// CHECK-NEXT: | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:12:9) *const restrict'
// CHECK-NEXT: | | | | |-VarDecl {{.*}} <line:13:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | `-VarDecl {{.*}} <line:14:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | |-DeclRefExpr {{.*}} <line:13:3> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | `-DeclRefExpr {{.*}} <line:14:25> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | |-ImplicitParamDecl {{.*}} <line:11:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:11:9) *const restrict'
// CHECK-NEXT: | | |-RecordDecl {{.*}} <line:12:9> col:9 implicit struct definition
// CHECK-NEXT: | | | |-CapturedRecordAttr {{.*}} <<invalid sloc>> Implicit
// CHECK-NEXT: | | | |-FieldDecl {{.*}} <line:13:3> col:3 implicit 'int &'
// CHECK-NEXT: | | | `-FieldDecl {{.*}} <line:14:25> col:25 implicit 'int &'
// CHECK-NEXT: | | |-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | |-CapturedStmt {{.*}} <line:13:3, line:15:7>
// CHECK-NEXT: | | | | |-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | | | |-ForStmt {{.*}} <line:13:3, line:15:7>
// CHECK-NEXT: | | | | | | |-DeclStmt {{.*}} <line:13:8, col:17>
// CHECK-NEXT: | | | | | | | `-VarDecl {{.*}} <col:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | | |-BinaryOperator {{.*}} <col:19, col:23> 'int' '<'
// CHECK-NEXT: | | | | | | | |-ImplicitCastExpr {{.*}} <col:19> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | `-DeclRefExpr {{.*}} <col:19> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | `-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | | | |-UnaryOperator {{.*}} <col:26, col:27> 'int' postfix '++'
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:26> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | `-ForStmt {{.*}} <line:14:5, line:15:7> openmp_structured_block
// CHECK-NEXT: | | | | | | |-DeclStmt {{.*}} <line:14:10, col:19>
// CHECK-NEXT: | | | | | | | `-VarDecl {{.*}} <col:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | | |-BinaryOperator {{.*}} <col:21, col:25> 'int' '<'
// CHECK-NEXT: | | | | | | | |-ImplicitCastExpr {{.*}} <col:21> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | `-DeclRefExpr {{.*}} <col:21> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | `-ImplicitCastExpr {{.*}} <col:25> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:25> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | | | | | |-UnaryOperator {{.*}} <col:28, col:29> 'int' postfix '++'
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:28> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | `-NullStmt {{.*}} <line:15:7>
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <line:12:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.lb. 'const unsigned long'
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.ub. 'const unsigned long'
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:12:9) *const restrict'
// CHECK-NEXT: | | | | | |-VarDecl {{.*}} <line:13:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | `-VarDecl {{.*}} <line:14:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | |-DeclRefExpr {{.*}} <line:13:3> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | `-DeclRefExpr {{.*}} <line:14:25> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | | |-ImplicitParamDecl {{.*}} <line:12:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:12:9) *const restrict'
// CHECK-NEXT: | | | |-RecordDecl {{.*}} <col:9> col:9 implicit struct definition
// CHECK-NEXT: | | | | |-CapturedRecordAttr {{.*}} <<invalid sloc>> Implicit
// CHECK-NEXT: | | | | |-FieldDecl {{.*}} <line:13:3> col:3 implicit 'int &'
// CHECK-NEXT: | | | | `-FieldDecl {{.*}} <line:14:25> col:25 implicit 'int &'
// CHECK-NEXT: | | | `-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | |-ForStmt {{.*}} <line:13:3, line:15:7>
// CHECK-NEXT: | | | | |-DeclStmt {{.*}} <line:13:8, col:17>
// CHECK-NEXT: | | | | | `-VarDecl {{.*}} <col:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | |-BinaryOperator {{.*}} <col:19, col:23> 'int' '<'
// CHECK-NEXT: | | | | | |-ImplicitCastExpr {{.*}} <col:19> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | `-DeclRefExpr {{.*}} <col:19> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | `-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | |-UnaryOperator {{.*}} <col:26, col:27> 'int' postfix '++'
// CHECK-NEXT: | | | | | `-DeclRefExpr {{.*}} <col:26> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | `-ForStmt {{.*}} <line:14:5, line:15:7> openmp_structured_block
// CHECK-NEXT: | | | | |-DeclStmt {{.*}} <line:14:10, col:19>
// CHECK-NEXT: | | | | | `-VarDecl {{.*}} <col:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | |-BinaryOperator {{.*}} <col:21, col:25> 'int' '<'
// CHECK-NEXT: | | | | | |-ImplicitCastExpr {{.*}} <col:21> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | `-DeclRefExpr {{.*}} <col:21> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | `-ImplicitCastExpr {{.*}} <col:25> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | `-DeclRefExpr {{.*}} <col:25> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | | | |-UnaryOperator {{.*}} <col:28, col:29> 'int' postfix '++'
// CHECK-NEXT: | | | | | `-DeclRefExpr {{.*}} <col:28> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | `-NullStmt {{.*}} <line:15:7>
// CHECK-NEXT: | | | |-ImplicitParamDecl {{.*}} <line:12:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.lb. 'const unsigned long'
// CHECK-NEXT: | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.ub. 'const unsigned long'
// CHECK-NEXT: | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:12:9) *const restrict'
// CHECK-NEXT: | | | |-VarDecl {{.*}} <line:13:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | `-VarDecl {{.*}} <line:14:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | |-OMPCapturedExprDecl {{.*}} <line:13:23> col:23 implicit used .capture_expr. 'int'
// CHECK-NEXT: | | | `-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | `-OMPCapturedExprDecl {{.*}} <col:3, <invalid sloc>> col:3 implicit used .capture_expr. 'int'
// CHECK-NEXT: | | `-BinaryOperator {{.*}} <col:3, <invalid sloc>> 'int' '-'
// CHECK-NEXT: | | |-BinaryOperator {{.*}} <col:3, col:26> 'int' '/'
// CHECK-NEXT: | | | |-ParenExpr {{.*}} <col:3> 'int'
// CHECK-NEXT: | | | | `-BinaryOperator {{.*}} <col:23, col:26> 'int' '+'
// CHECK-NEXT: | | | | |-BinaryOperator {{.*}} <col:23, <invalid sloc>> 'int' '-'
// CHECK-NEXT: | | | | | |-BinaryOperator {{.*}} <col:23, col:16> 'int' '-'
// CHECK-NEXT: | | | | | | |-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue OMPCapturedExpr {{.*}} '.capture_expr.' 'int'
// CHECK-NEXT: | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | `-IntegerLiteral {{.*}} <<invalid sloc>> 'int' 1
// CHECK-NEXT: | | | | `-IntegerLiteral {{.*}} <col:26> 'int' 1
// CHECK-NEXT: | | | `-IntegerLiteral {{.*}} <col:26> 'int' 1
// CHECK-NEXT: | | `-IntegerLiteral {{.*}} <<invalid sloc>> 'int' 1
// CHECK-NEXT: | |-DeclRefExpr {{.*}} <col:3> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | `-DeclRefExpr {{.*}} <line:14:25> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: |-FunctionDecl {{.*}} <line:18:1, line:24:1> line:18:6 test_three 'void (int, int)'
// CHECK-NEXT: | |-ParmVarDecl {{.*}} <col:17, col:21> col:21 used x 'int'
// CHECK-NEXT: | |-ParmVarDecl {{.*}} <col:24, col:28> col:28 used y 'int'
// CHECK-NEXT: | `-CompoundStmt {{.*}} <col:31, line:24:1>
// CHECK-NEXT: | `-OMPTargetDirective {{.*}} <line:19:9, col:19>
// CHECK-NEXT: | |-OMPFirstprivateClause {{.*}} <<invalid sloc>> <implicit>
// CHECK-NEXT: | | |-DeclRefExpr {{.*}} <line:21:3> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | `-DeclRefExpr {{.*}} <line:22:25> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | `-CapturedStmt {{.*}} <line:20:9, col:54>
// CHECK-NEXT: | |-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | |-CapturedStmt {{.*}} <col:9, col:54>
// CHECK-NEXT: | | | |-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | | |-OMPTeamsDistributeParallelForDirective {{.*}} <col:9, col:54> openmp_structured_block
// CHECK-NEXT: | | | | | |-OMPCollapseClause {{.*}} <col:43, col:53>
// CHECK-NEXT: | | | | | | `-ConstantExpr {{.*}} <col:52> 'int'
// CHECK-NEXT: | | | | | | `-IntegerLiteral {{.*}} <col:52> 'int' 1
// CHECK-NEXT: | | | | | `-CapturedStmt {{.*}} <line:21:3, line:23:7>
// CHECK-NEXT: | | | | | |-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | | | | |-CapturedStmt {{.*}} <line:21:3, line:23:7>
// CHECK-NEXT: | | | | | | | |-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | | | | | | |-ForStmt {{.*}} <line:21:3, line:23:7>
// CHECK-NEXT: | | | | | | | | | |-DeclStmt {{.*}} <line:21:8, col:17>
// CHECK-NEXT: | | | | | | | | | | `-VarDecl {{.*}} <col:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | | | | | |-BinaryOperator {{.*}} <col:19, col:23> 'int' '<'
// CHECK-NEXT: | | | | | | | | | | |-ImplicitCastExpr {{.*}} <col:19> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | | | | `-DeclRefExpr {{.*}} <col:19> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | | | | `-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | | | | | | |-UnaryOperator {{.*}} <col:26, col:27> 'int' postfix '++'
// CHECK-NEXT: | | | | | | | | | | `-DeclRefExpr {{.*}} <col:26> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | | | `-ForStmt {{.*}} <line:22:5, line:23:7> openmp_structured_block
// CHECK-NEXT: | | | | | | | | | |-DeclStmt {{.*}} <line:22:10, col:19>
// CHECK-NEXT: | | | | | | | | | | `-VarDecl {{.*}} <col:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | | | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | | | | | |-BinaryOperator {{.*}} <col:21, col:25> 'int' '<'
// CHECK-NEXT: | | | | | | | | | | |-ImplicitCastExpr {{.*}} <col:21> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | | | | `-DeclRefExpr {{.*}} <col:21> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | | | | `-ImplicitCastExpr {{.*}} <col:25> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | | | `-DeclRefExpr {{.*}} <col:25> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | | | | | | | | |-UnaryOperator {{.*}} <col:28, col:29> 'int' postfix '++'
// CHECK-NEXT: | | | | | | | | | | `-DeclRefExpr {{.*}} <col:28> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | | | `-NullStmt {{.*}} <line:23:7>
// CHECK-NEXT: | | | | | | | | |-ImplicitParamDecl {{.*}} <line:20:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.lb. 'const unsigned long'
// CHECK-NEXT: | | | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.ub. 'const unsigned long'
// CHECK-NEXT: | | | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:20:9) *const restrict'
// CHECK-NEXT: | | | | | | | | |-VarDecl {{.*}} <line:21:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | | | | `-VarDecl {{.*}} <line:22:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | | | | |-DeclRefExpr {{.*}} <line:21:3> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <line:22:25> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | | | | | |-ImplicitParamDecl {{.*}} <line:20:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:20:9) *const restrict'
// CHECK-NEXT: | | | | | | |-RecordDecl {{.*}} <col:9> col:9 implicit struct definition
// CHECK-NEXT: | | | | | | | |-CapturedRecordAttr {{.*}} <<invalid sloc>> Implicit
// CHECK-NEXT: | | | | | | | |-FieldDecl {{.*}} <line:21:3> col:3 implicit 'int &'
// CHECK-NEXT: | | | | | | | `-FieldDecl {{.*}} <line:22:25> col:25 implicit 'int &'
// CHECK-NEXT: | | | | | | `-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | | | | |-ForStmt {{.*}} <line:21:3, line:23:7>
// CHECK-NEXT: | | | | | | | |-DeclStmt {{.*}} <line:21:8, col:17>
// CHECK-NEXT: | | | | | | | | `-VarDecl {{.*}} <col:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | | | |-BinaryOperator {{.*}} <col:19, col:23> 'int' '<'
// CHECK-NEXT: | | | | | | | | |-ImplicitCastExpr {{.*}} <col:19> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | | `-DeclRefExpr {{.*}} <col:19> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | | `-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | | | | |-UnaryOperator {{.*}} <col:26, col:27> 'int' postfix '++'
// CHECK-NEXT: | | | | | | | | `-DeclRefExpr {{.*}} <col:26> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | `-ForStmt {{.*}} <line:22:5, line:23:7> openmp_structured_block
// CHECK-NEXT: | | | | | | | |-DeclStmt {{.*}} <line:22:10, col:19>
// CHECK-NEXT: | | | | | | | | `-VarDecl {{.*}} <col:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | | | |-BinaryOperator {{.*}} <col:21, col:25> 'int' '<'
// CHECK-NEXT: | | | | | | | | |-ImplicitCastExpr {{.*}} <col:21> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | | `-DeclRefExpr {{.*}} <col:21> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | | `-ImplicitCastExpr {{.*}} <col:25> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | `-DeclRefExpr {{.*}} <col:25> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | | | | | | |-UnaryOperator {{.*}} <col:28, col:29> 'int' postfix '++'
// CHECK-NEXT: | | | | | | | | `-DeclRefExpr {{.*}} <col:28> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | `-NullStmt {{.*}} <line:23:7>
// CHECK-NEXT: | | | | | | |-ImplicitParamDecl {{.*}} <line:20:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.lb. 'const unsigned long'
// CHECK-NEXT: | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.ub. 'const unsigned long'
// CHECK-NEXT: | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:20:9) *const restrict'
// CHECK-NEXT: | | | | | | |-VarDecl {{.*}} <line:21:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | | `-VarDecl {{.*}} <line:22:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | | |-DeclRefExpr {{.*}} <line:21:3> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | | `-DeclRefExpr {{.*}} <line:22:25> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | | | |-ImplicitParamDecl {{.*}} <line:19:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:19:9) *const restrict'
// CHECK-NEXT: | | | | |-RecordDecl {{.*}} <line:20:9> col:9 implicit struct definition
// CHECK-NEXT: | | | | | |-CapturedRecordAttr {{.*}} <<invalid sloc>> Implicit
// CHECK-NEXT: | | | | | |-FieldDecl {{.*}} <line:21:3> col:3 implicit 'int &'
// CHECK-NEXT: | | | | | `-FieldDecl {{.*}} <line:22:25> col:25 implicit 'int &'
// CHECK-NEXT: | | | | |-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | | | |-CapturedStmt {{.*}} <line:21:3, line:23:7>
// CHECK-NEXT: | | | | | | |-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | | | | | |-ForStmt {{.*}} <line:21:3, line:23:7>
// CHECK-NEXT: | | | | | | | | |-DeclStmt {{.*}} <line:21:8, col:17>
// CHECK-NEXT: | | | | | | | | | `-VarDecl {{.*}} <col:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | | | | |-BinaryOperator {{.*}} <col:19, col:23> 'int' '<'
// CHECK-NEXT: | | | | | | | | | |-ImplicitCastExpr {{.*}} <col:19> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | | | `-DeclRefExpr {{.*}} <col:19> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | | | `-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | | | | | |-UnaryOperator {{.*}} <col:26, col:27> 'int' postfix '++'
// CHECK-NEXT: | | | | | | | | | `-DeclRefExpr {{.*}} <col:26> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | | `-ForStmt {{.*}} <line:22:5, line:23:7> openmp_structured_block
// CHECK-NEXT: | | | | | | | | |-DeclStmt {{.*}} <line:22:10, col:19>
// CHECK-NEXT: | | | | | | | | | `-VarDecl {{.*}} <col:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | | | | |-BinaryOperator {{.*}} <col:21, col:25> 'int' '<'
// CHECK-NEXT: | | | | | | | | | |-ImplicitCastExpr {{.*}} <col:21> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | | | `-DeclRefExpr {{.*}} <col:21> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | | | `-ImplicitCastExpr {{.*}} <col:25> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | | `-DeclRefExpr {{.*}} <col:25> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | | | | | | | |-UnaryOperator {{.*}} <col:28, col:29> 'int' postfix '++'
// CHECK-NEXT: | | | | | | | | | `-DeclRefExpr {{.*}} <col:28> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | | `-NullStmt {{.*}} <line:23:7>
// CHECK-NEXT: | | | | | | | |-ImplicitParamDecl {{.*}} <line:20:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.lb. 'const unsigned long'
// CHECK-NEXT: | | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.ub. 'const unsigned long'
// CHECK-NEXT: | | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:20:9) *const restrict'
// CHECK-NEXT: | | | | | | | |-VarDecl {{.*}} <line:21:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | | | `-VarDecl {{.*}} <line:22:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | | | |-DeclRefExpr {{.*}} <line:21:3> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | | | `-DeclRefExpr {{.*}} <line:22:25> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <line:20:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:20:9) *const restrict'
// CHECK-NEXT: | | | | | |-RecordDecl {{.*}} <col:9> col:9 implicit struct definition
// CHECK-NEXT: | | | | | | |-CapturedRecordAttr {{.*}} <<invalid sloc>> Implicit
// CHECK-NEXT: | | | | | | |-FieldDecl {{.*}} <line:21:3> col:3 implicit 'int &'
// CHECK-NEXT: | | | | | | `-FieldDecl {{.*}} <line:22:25> col:25 implicit 'int &'
// CHECK-NEXT: | | | | | `-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | | | |-ForStmt {{.*}} <line:21:3, line:23:7>
// CHECK-NEXT: | | | | | | |-DeclStmt {{.*}} <line:21:8, col:17>
// CHECK-NEXT: | | | | | | | `-VarDecl {{.*}} <col:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | | |-BinaryOperator {{.*}} <col:19, col:23> 'int' '<'
// CHECK-NEXT: | | | | | | | |-ImplicitCastExpr {{.*}} <col:19> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | `-DeclRefExpr {{.*}} <col:19> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | `-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | | | |-UnaryOperator {{.*}} <col:26, col:27> 'int' postfix '++'
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:26> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | `-ForStmt {{.*}} <line:22:5, line:23:7> openmp_structured_block
// CHECK-NEXT: | | | | | | |-DeclStmt {{.*}} <line:22:10, col:19>
// CHECK-NEXT: | | | | | | | `-VarDecl {{.*}} <col:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | | |-BinaryOperator {{.*}} <col:21, col:25> 'int' '<'
// CHECK-NEXT: | | | | | | | |-ImplicitCastExpr {{.*}} <col:21> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | `-DeclRefExpr {{.*}} <col:21> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | `-ImplicitCastExpr {{.*}} <col:25> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:25> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | | | | | |-UnaryOperator {{.*}} <col:28, col:29> 'int' postfix '++'
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:28> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | `-NullStmt {{.*}} <line:23:7>
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <line:20:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.lb. 'const unsigned long'
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.ub. 'const unsigned long'
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:20:9) *const restrict'
// CHECK-NEXT: | | | | | |-VarDecl {{.*}} <line:21:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | `-VarDecl {{.*}} <line:22:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | |-OMPCapturedExprDecl {{.*}} <line:21:23> col:23 implicit used .capture_expr. 'int'
// CHECK-NEXT: | | | | | `-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | `-OMPCapturedExprDecl {{.*}} <col:3, <invalid sloc>> col:3 implicit used .capture_expr. 'int'
// CHECK-NEXT: | | | | `-BinaryOperator {{.*}} <col:3, <invalid sloc>> 'int' '-'
// CHECK-NEXT: | | | | |-BinaryOperator {{.*}} <col:3, col:26> 'int' '/'
// CHECK-NEXT: | | | | | |-ParenExpr {{.*}} <col:3> 'int'
// CHECK-NEXT: | | | | | | `-BinaryOperator {{.*}} <col:23, col:26> 'int' '+'
// CHECK-NEXT: | | | | | | |-BinaryOperator {{.*}} <col:23, <invalid sloc>> 'int' '-'
// CHECK-NEXT: | | | | | | | |-BinaryOperator {{.*}} <col:23, col:16> 'int' '-'
// CHECK-NEXT: | | | | | | | | |-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue OMPCapturedExpr {{.*}} '.capture_expr.' 'int'
// CHECK-NEXT: | | | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | | | `-IntegerLiteral {{.*}} <<invalid sloc>> 'int' 1
// CHECK-NEXT: | | | | | | `-IntegerLiteral {{.*}} <col:26> 'int' 1
// CHECK-NEXT: | | | | | `-IntegerLiteral {{.*}} <col:26> 'int' 1
// CHECK-NEXT: | | | | `-IntegerLiteral {{.*}} <<invalid sloc>> 'int' 1
// CHECK-NEXT: | | | |-DeclRefExpr {{.*}} <col:3> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | `-DeclRefExpr {{.*}} <line:22:25> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | |-AlwaysInlineAttr {{.*}} <<invalid sloc>> Implicit __forceinline
// CHECK-NEXT: | | |-ImplicitParamDecl {{.*}} <line:19:9> col:9 implicit .global_tid. 'const int'
// CHECK-NEXT: | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .part_id. 'const int *const restrict'
// CHECK-NEXT: | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .privates. 'void *const restrict'
// CHECK-NEXT: | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .copy_fn. 'void (*const restrict)(void *const restrict, ...)'
// CHECK-NEXT: | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .task_t. 'void *const'
// CHECK-NEXT: | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:19:9) *const restrict'
// CHECK-NEXT: | | |-RecordDecl {{.*}} <col:9> col:9 implicit struct definition
// CHECK-NEXT: | | | |-CapturedRecordAttr {{.*}} <<invalid sloc>> Implicit
// CHECK-NEXT: | | | |-FieldDecl {{.*}} <line:21:3> col:3 implicit 'int'
// CHECK-NEXT: | | | | `-OMPCaptureKindAttr {{.*}} <<invalid sloc>> Implicit 9
// CHECK-NEXT: | | | `-FieldDecl {{.*}} <line:22:25> col:25 implicit 'int'
// CHECK-NEXT: | | | `-OMPCaptureKindAttr {{.*}} <<invalid sloc>> Implicit 9
// CHECK-NEXT: | | `-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | |-OMPTeamsDistributeParallelForDirective {{.*}} <line:20:9, col:54> openmp_structured_block
// CHECK-NEXT: | | | |-OMPCollapseClause {{.*}} <col:43, col:53>
// CHECK-NEXT: | | | | `-ConstantExpr {{.*}} <col:52> 'int'
// CHECK-NEXT: | | | | `-IntegerLiteral {{.*}} <col:52> 'int' 1
// CHECK-NEXT: | | | `-CapturedStmt {{.*}} <line:21:3, line:23:7>
// CHECK-NEXT: | | | |-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | | |-CapturedStmt {{.*}} <line:21:3, line:23:7>
// CHECK-NEXT: | | | | | |-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | | | | |-ForStmt {{.*}} <line:21:3, line:23:7>
// CHECK-NEXT: | | | | | | | |-DeclStmt {{.*}} <line:21:8, col:17>
// CHECK-NEXT: | | | | | | | | `-VarDecl {{.*}} <col:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | | | |-BinaryOperator {{.*}} <col:19, col:23> 'int' '<'
// CHECK-NEXT: | | | | | | | | |-ImplicitCastExpr {{.*}} <col:19> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | | `-DeclRefExpr {{.*}} <col:19> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | | `-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | | | | |-UnaryOperator {{.*}} <col:26, col:27> 'int' postfix '++'
// CHECK-NEXT: | | | | | | | | `-DeclRefExpr {{.*}} <col:26> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | `-ForStmt {{.*}} <line:22:5, line:23:7> openmp_structured_block
// CHECK-NEXT: | | | | | | | |-DeclStmt {{.*}} <line:22:10, col:19>
// CHECK-NEXT: | | | | | | | | `-VarDecl {{.*}} <col:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | | | |-BinaryOperator {{.*}} <col:21, col:25> 'int' '<'
// CHECK-NEXT: | | | | | | | | |-ImplicitCastExpr {{.*}} <col:21> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | | `-DeclRefExpr {{.*}} <col:21> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | | `-ImplicitCastExpr {{.*}} <col:25> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | `-DeclRefExpr {{.*}} <col:25> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | | | | | | |-UnaryOperator {{.*}} <col:28, col:29> 'int' postfix '++'
// CHECK-NEXT: | | | | | | | | `-DeclRefExpr {{.*}} <col:28> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | `-NullStmt {{.*}} <line:23:7>
// CHECK-NEXT: | | | | | | |-ImplicitParamDecl {{.*}} <line:20:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.lb. 'const unsigned long'
// CHECK-NEXT: | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.ub. 'const unsigned long'
// CHECK-NEXT: | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:20:9) *const restrict'
// CHECK-NEXT: | | | | | | |-VarDecl {{.*}} <line:21:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | | `-VarDecl {{.*}} <line:22:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | | |-DeclRefExpr {{.*}} <line:21:3> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | | `-DeclRefExpr {{.*}} <line:22:25> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | | | |-ImplicitParamDecl {{.*}} <line:20:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:20:9) *const restrict'
// CHECK-NEXT: | | | | |-RecordDecl {{.*}} <col:9> col:9 implicit struct definition
// CHECK-NEXT: | | | | | |-CapturedRecordAttr {{.*}} <<invalid sloc>> Implicit
// CHECK-NEXT: | | | | | |-FieldDecl {{.*}} <line:21:3> col:3 implicit 'int &'
// CHECK-NEXT: | | | | | `-FieldDecl {{.*}} <line:22:25> col:25 implicit 'int &'
// CHECK-NEXT: | | | | `-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | | |-ForStmt {{.*}} <line:21:3, line:23:7>
// CHECK-NEXT: | | | | | |-DeclStmt {{.*}} <line:21:8, col:17>
// CHECK-NEXT: | | | | | | `-VarDecl {{.*}} <col:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | |-BinaryOperator {{.*}} <col:19, col:23> 'int' '<'
// CHECK-NEXT: | | | | | | |-ImplicitCastExpr {{.*}} <col:19> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:19> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | `-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | | |-UnaryOperator {{.*}} <col:26, col:27> 'int' postfix '++'
// CHECK-NEXT: | | | | | | `-DeclRefExpr {{.*}} <col:26> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | `-ForStmt {{.*}} <line:22:5, line:23:7> openmp_structured_block
// CHECK-NEXT: | | | | | |-DeclStmt {{.*}} <line:22:10, col:19>
// CHECK-NEXT: | | | | | | `-VarDecl {{.*}} <col:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | |-BinaryOperator {{.*}} <col:21, col:25> 'int' '<'
// CHECK-NEXT: | | | | | | |-ImplicitCastExpr {{.*}} <col:21> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:21> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | `-ImplicitCastExpr {{.*}} <col:25> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | `-DeclRefExpr {{.*}} <col:25> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | | | | |-UnaryOperator {{.*}} <col:28, col:29> 'int' postfix '++'
// CHECK-NEXT: | | | | | | `-DeclRefExpr {{.*}} <col:28> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | `-NullStmt {{.*}} <line:23:7>
// CHECK-NEXT: | | | | |-ImplicitParamDecl {{.*}} <line:20:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.lb. 'const unsigned long'
// CHECK-NEXT: | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.ub. 'const unsigned long'
// CHECK-NEXT: | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:20:9) *const restrict'
// CHECK-NEXT: | | | | |-VarDecl {{.*}} <line:21:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | `-VarDecl {{.*}} <line:22:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | |-DeclRefExpr {{.*}} <line:21:3> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | `-DeclRefExpr {{.*}} <line:22:25> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | |-ImplicitParamDecl {{.*}} <line:19:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:19:9) *const restrict'
// CHECK-NEXT: | | |-RecordDecl {{.*}} <line:20:9> col:9 implicit struct definition
// CHECK-NEXT: | | | |-CapturedRecordAttr {{.*}} <<invalid sloc>> Implicit
// CHECK-NEXT: | | | |-FieldDecl {{.*}} <line:21:3> col:3 implicit 'int &'
// CHECK-NEXT: | | | `-FieldDecl {{.*}} <line:22:25> col:25 implicit 'int &'
// CHECK-NEXT: | | |-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | |-CapturedStmt {{.*}} <line:21:3, line:23:7>
// CHECK-NEXT: | | | | |-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | | | |-ForStmt {{.*}} <line:21:3, line:23:7>
// CHECK-NEXT: | | | | | | |-DeclStmt {{.*}} <line:21:8, col:17>
// CHECK-NEXT: | | | | | | | `-VarDecl {{.*}} <col:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | | |-BinaryOperator {{.*}} <col:19, col:23> 'int' '<'
// CHECK-NEXT: | | | | | | | |-ImplicitCastExpr {{.*}} <col:19> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | `-DeclRefExpr {{.*}} <col:19> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | `-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | | | |-UnaryOperator {{.*}} <col:26, col:27> 'int' postfix '++'
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:26> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | `-ForStmt {{.*}} <line:22:5, line:23:7> openmp_structured_block
// CHECK-NEXT: | | | | | | |-DeclStmt {{.*}} <line:22:10, col:19>
// CHECK-NEXT: | | | | | | | `-VarDecl {{.*}} <col:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | | |-BinaryOperator {{.*}} <col:21, col:25> 'int' '<'
// CHECK-NEXT: | | | | | | | |-ImplicitCastExpr {{.*}} <col:21> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | `-DeclRefExpr {{.*}} <col:21> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | `-ImplicitCastExpr {{.*}} <col:25> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:25> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | | | | | |-UnaryOperator {{.*}} <col:28, col:29> 'int' postfix '++'
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:28> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | `-NullStmt {{.*}} <line:23:7>
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <line:20:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.lb. 'const unsigned long'
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.ub. 'const unsigned long'
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:20:9) *const restrict'
// CHECK-NEXT: | | | | | |-VarDecl {{.*}} <line:21:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | `-VarDecl {{.*}} <line:22:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | |-DeclRefExpr {{.*}} <line:21:3> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | `-DeclRefExpr {{.*}} <line:22:25> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | | |-ImplicitParamDecl {{.*}} <line:20:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:20:9) *const restrict'
// CHECK-NEXT: | | | |-RecordDecl {{.*}} <col:9> col:9 implicit struct definition
// CHECK-NEXT: | | | | |-CapturedRecordAttr {{.*}} <<invalid sloc>> Implicit
// CHECK-NEXT: | | | | |-FieldDecl {{.*}} <line:21:3> col:3 implicit 'int &'
// CHECK-NEXT: | | | | `-FieldDecl {{.*}} <line:22:25> col:25 implicit 'int &'
// CHECK-NEXT: | | | `-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | |-ForStmt {{.*}} <line:21:3, line:23:7>
// CHECK-NEXT: | | | | |-DeclStmt {{.*}} <line:21:8, col:17>
// CHECK-NEXT: | | | | | `-VarDecl {{.*}} <col:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | |-BinaryOperator {{.*}} <col:19, col:23> 'int' '<'
// CHECK-NEXT: | | | | | |-ImplicitCastExpr {{.*}} <col:19> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | `-DeclRefExpr {{.*}} <col:19> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | `-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | |-UnaryOperator {{.*}} <col:26, col:27> 'int' postfix '++'
// CHECK-NEXT: | | | | | `-DeclRefExpr {{.*}} <col:26> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | `-ForStmt {{.*}} <line:22:5, line:23:7> openmp_structured_block
// CHECK-NEXT: | | | | |-DeclStmt {{.*}} <line:22:10, col:19>
// CHECK-NEXT: | | | | | `-VarDecl {{.*}} <col:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | |-BinaryOperator {{.*}} <col:21, col:25> 'int' '<'
// CHECK-NEXT: | | | | | |-ImplicitCastExpr {{.*}} <col:21> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | `-DeclRefExpr {{.*}} <col:21> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | `-ImplicitCastExpr {{.*}} <col:25> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | `-DeclRefExpr {{.*}} <col:25> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | | | |-UnaryOperator {{.*}} <col:28, col:29> 'int' postfix '++'
// CHECK-NEXT: | | | | | `-DeclRefExpr {{.*}} <col:28> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | `-NullStmt {{.*}} <line:23:7>
// CHECK-NEXT: | | | |-ImplicitParamDecl {{.*}} <line:20:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.lb. 'const unsigned long'
// CHECK-NEXT: | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.ub. 'const unsigned long'
// CHECK-NEXT: | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:20:9) *const restrict'
// CHECK-NEXT: | | | |-VarDecl {{.*}} <line:21:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | `-VarDecl {{.*}} <line:22:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | |-OMPCapturedExprDecl {{.*}} <line:21:23> col:23 implicit used .capture_expr. 'int'
// CHECK-NEXT: | | | `-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | `-OMPCapturedExprDecl {{.*}} <col:3, <invalid sloc>> col:3 implicit used .capture_expr. 'int'
// CHECK-NEXT: | | `-BinaryOperator {{.*}} <col:3, <invalid sloc>> 'int' '-'
// CHECK-NEXT: | | |-BinaryOperator {{.*}} <col:3, col:26> 'int' '/'
// CHECK-NEXT: | | | |-ParenExpr {{.*}} <col:3> 'int'
// CHECK-NEXT: | | | | `-BinaryOperator {{.*}} <col:23, col:26> 'int' '+'
// CHECK-NEXT: | | | | |-BinaryOperator {{.*}} <col:23, <invalid sloc>> 'int' '-'
// CHECK-NEXT: | | | | | |-BinaryOperator {{.*}} <col:23, col:16> 'int' '-'
// CHECK-NEXT: | | | | | | |-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue OMPCapturedExpr {{.*}} '.capture_expr.' 'int'
// CHECK-NEXT: | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | `-IntegerLiteral {{.*}} <<invalid sloc>> 'int' 1
// CHECK-NEXT: | | | | `-IntegerLiteral {{.*}} <col:26> 'int' 1
// CHECK-NEXT: | | | `-IntegerLiteral {{.*}} <col:26> 'int' 1
// CHECK-NEXT: | | `-IntegerLiteral {{.*}} <<invalid sloc>> 'int' 1
// CHECK-NEXT: | |-DeclRefExpr {{.*}} <col:3> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | `-DeclRefExpr {{.*}} <line:22:25> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: |-FunctionDecl {{.*}} <line:26:1, line:32:1> line:26:6 test_four 'void (int, int)'
// CHECK-NEXT: | |-ParmVarDecl {{.*}} <col:16, col:20> col:20 used x 'int'
// CHECK-NEXT: | |-ParmVarDecl {{.*}} <col:23, col:27> col:27 used y 'int'
// CHECK-NEXT: | `-CompoundStmt {{.*}} <col:30, line:32:1>
// CHECK-NEXT: | `-OMPTargetDirective {{.*}} <line:27:9, col:19>
// CHECK-NEXT: | |-OMPFirstprivateClause {{.*}} <<invalid sloc>> <implicit>
// CHECK-NEXT: | | |-DeclRefExpr {{.*}} <line:29:3> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | `-DeclRefExpr {{.*}} <line:30:5> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | `-CapturedStmt {{.*}} <line:28:9, col:54>
// CHECK-NEXT: | |-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | |-CapturedStmt {{.*}} <col:9, col:54>
// CHECK-NEXT: | | | |-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | | |-OMPTeamsDistributeParallelForDirective {{.*}} <col:9, col:54> openmp_structured_block
// CHECK-NEXT: | | | | | |-OMPCollapseClause {{.*}} <col:43, col:53>
// CHECK-NEXT: | | | | | | `-ConstantExpr {{.*}} <col:52> 'int'
// CHECK-NEXT: | | | | | | `-IntegerLiteral {{.*}} <col:52> 'int' 2
// CHECK-NEXT: | | | | | `-CapturedStmt {{.*}} <line:29:3, line:31:7>
// CHECK-NEXT: | | | | | |-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | | | | |-CapturedStmt {{.*}} <line:29:3, line:31:7>
// CHECK-NEXT: | | | | | | | |-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | | | | | | |-ForStmt {{.*}} <line:29:3, line:31:7>
// CHECK-NEXT: | | | | | | | | | |-DeclStmt {{.*}} <line:29:8, col:17>
// CHECK-NEXT: | | | | | | | | | | `-VarDecl {{.*}} <col:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | | | | | |-BinaryOperator {{.*}} <col:19, col:23> 'int' '<'
// CHECK-NEXT: | | | | | | | | | | |-ImplicitCastExpr {{.*}} <col:19> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | | | | `-DeclRefExpr {{.*}} <col:19> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | | | | `-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | | | | | | |-UnaryOperator {{.*}} <col:26, col:27> 'int' postfix '++'
// CHECK-NEXT: | | | | | | | | | | `-DeclRefExpr {{.*}} <col:26> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | | | `-ForStmt {{.*}} <line:30:5, line:31:7>
// CHECK-NEXT: | | | | | | | | | |-DeclStmt {{.*}} <line:30:10, col:19>
// CHECK-NEXT: | | | | | | | | | | `-VarDecl {{.*}} <col:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | | | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | | | | | |-BinaryOperator {{.*}} <col:21, col:25> 'int' '<'
// CHECK-NEXT: | | | | | | | | | | |-ImplicitCastExpr {{.*}} <col:21> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | | | | `-DeclRefExpr {{.*}} <col:21> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | | | | `-ImplicitCastExpr {{.*}} <col:25> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | | | `-DeclRefExpr {{.*}} <col:25> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | | | | | | | | |-UnaryOperator {{.*}} <col:28, col:29> 'int' postfix '++'
// CHECK-NEXT: | | | | | | | | | | `-DeclRefExpr {{.*}} <col:28> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | | | `-NullStmt {{.*}} <line:31:7> openmp_structured_block
// CHECK-NEXT: | | | | | | | | |-ImplicitParamDecl {{.*}} <line:28:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.lb. 'const unsigned long'
// CHECK-NEXT: | | | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.ub. 'const unsigned long'
// CHECK-NEXT: | | | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:28:9) *const restrict'
// CHECK-NEXT: | | | | | | | | |-VarDecl {{.*}} <line:29:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | | | | `-VarDecl {{.*}} <line:30:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | | | | |-DeclRefExpr {{.*}} <line:29:3> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <line:30:5> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | | | | | |-ImplicitParamDecl {{.*}} <line:28:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:28:9) *const restrict'
// CHECK-NEXT: | | | | | | |-RecordDecl {{.*}} <col:9> col:9 implicit struct definition
// CHECK-NEXT: | | | | | | | |-CapturedRecordAttr {{.*}} <<invalid sloc>> Implicit
// CHECK-NEXT: | | | | | | | |-FieldDecl {{.*}} <line:29:3> col:3 implicit 'int &'
// CHECK-NEXT: | | | | | | | `-FieldDecl {{.*}} <line:30:5> col:5 implicit 'int &'
// CHECK-NEXT: | | | | | | `-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | | | | |-ForStmt {{.*}} <line:29:3, line:31:7>
// CHECK-NEXT: | | | | | | | |-DeclStmt {{.*}} <line:29:8, col:17>
// CHECK-NEXT: | | | | | | | | `-VarDecl {{.*}} <col:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | | | |-BinaryOperator {{.*}} <col:19, col:23> 'int' '<'
// CHECK-NEXT: | | | | | | | | |-ImplicitCastExpr {{.*}} <col:19> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | | `-DeclRefExpr {{.*}} <col:19> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | | `-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | | | | |-UnaryOperator {{.*}} <col:26, col:27> 'int' postfix '++'
// CHECK-NEXT: | | | | | | | | `-DeclRefExpr {{.*}} <col:26> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | `-ForStmt {{.*}} <line:30:5, line:31:7>
// CHECK-NEXT: | | | | | | | |-DeclStmt {{.*}} <line:30:10, col:19>
// CHECK-NEXT: | | | | | | | | `-VarDecl {{.*}} <col:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | | | |-BinaryOperator {{.*}} <col:21, col:25> 'int' '<'
// CHECK-NEXT: | | | | | | | | |-ImplicitCastExpr {{.*}} <col:21> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | | `-DeclRefExpr {{.*}} <col:21> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | | `-ImplicitCastExpr {{.*}} <col:25> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | `-DeclRefExpr {{.*}} <col:25> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | | | | | | |-UnaryOperator {{.*}} <col:28, col:29> 'int' postfix '++'
// CHECK-NEXT: | | | | | | | | `-DeclRefExpr {{.*}} <col:28> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | `-NullStmt {{.*}} <line:31:7> openmp_structured_block
// CHECK-NEXT: | | | | | | |-ImplicitParamDecl {{.*}} <line:28:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.lb. 'const unsigned long'
// CHECK-NEXT: | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.ub. 'const unsigned long'
// CHECK-NEXT: | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:28:9) *const restrict'
// CHECK-NEXT: | | | | | | |-VarDecl {{.*}} <line:29:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | | `-VarDecl {{.*}} <line:30:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | | |-DeclRefExpr {{.*}} <line:29:3> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | | `-DeclRefExpr {{.*}} <line:30:5> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | | | |-ImplicitParamDecl {{.*}} <line:27:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:27:9) *const restrict'
// CHECK-NEXT: | | | | |-RecordDecl {{.*}} <line:28:9> col:9 implicit struct definition
// CHECK-NEXT: | | | | | |-CapturedRecordAttr {{.*}} <<invalid sloc>> Implicit
// CHECK-NEXT: | | | | | |-FieldDecl {{.*}} <line:29:3> col:3 implicit 'int &'
// CHECK-NEXT: | | | | | `-FieldDecl {{.*}} <line:30:5> col:5 implicit 'int &'
// CHECK-NEXT: | | | | |-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | | | |-CapturedStmt {{.*}} <line:29:3, line:31:7>
// CHECK-NEXT: | | | | | | |-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | | | | | |-ForStmt {{.*}} <line:29:3, line:31:7>
// CHECK-NEXT: | | | | | | | | |-DeclStmt {{.*}} <line:29:8, col:17>
// CHECK-NEXT: | | | | | | | | | `-VarDecl {{.*}} <col:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | | | | |-BinaryOperator {{.*}} <col:19, col:23> 'int' '<'
// CHECK-NEXT: | | | | | | | | | |-ImplicitCastExpr {{.*}} <col:19> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | | | `-DeclRefExpr {{.*}} <col:19> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | | | `-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | | | | | |-UnaryOperator {{.*}} <col:26, col:27> 'int' postfix '++'
// CHECK-NEXT: | | | | | | | | | `-DeclRefExpr {{.*}} <col:26> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | | `-ForStmt {{.*}} <line:30:5, line:31:7>
// CHECK-NEXT: | | | | | | | | |-DeclStmt {{.*}} <line:30:10, col:19>
// CHECK-NEXT: | | | | | | | | | `-VarDecl {{.*}} <col:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | | | | |-BinaryOperator {{.*}} <col:21, col:25> 'int' '<'
// CHECK-NEXT: | | | | | | | | | |-ImplicitCastExpr {{.*}} <col:21> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | | | `-DeclRefExpr {{.*}} <col:21> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | | | `-ImplicitCastExpr {{.*}} <col:25> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | | `-DeclRefExpr {{.*}} <col:25> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | | | | | | | |-UnaryOperator {{.*}} <col:28, col:29> 'int' postfix '++'
// CHECK-NEXT: | | | | | | | | | `-DeclRefExpr {{.*}} <col:28> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | | `-NullStmt {{.*}} <line:31:7> openmp_structured_block
// CHECK-NEXT: | | | | | | | |-ImplicitParamDecl {{.*}} <line:28:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.lb. 'const unsigned long'
// CHECK-NEXT: | | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.ub. 'const unsigned long'
// CHECK-NEXT: | | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:28:9) *const restrict'
// CHECK-NEXT: | | | | | | | |-VarDecl {{.*}} <line:29:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | | | `-VarDecl {{.*}} <line:30:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | | | |-DeclRefExpr {{.*}} <line:29:3> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | | | `-DeclRefExpr {{.*}} <line:30:5> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <line:28:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:28:9) *const restrict'
// CHECK-NEXT: | | | | | |-RecordDecl {{.*}} <col:9> col:9 implicit struct definition
// CHECK-NEXT: | | | | | | |-CapturedRecordAttr {{.*}} <<invalid sloc>> Implicit
// CHECK-NEXT: | | | | | | |-FieldDecl {{.*}} <line:29:3> col:3 implicit 'int &'
// CHECK-NEXT: | | | | | | `-FieldDecl {{.*}} <line:30:5> col:5 implicit 'int &'
// CHECK-NEXT: | | | | | `-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | | | |-ForStmt {{.*}} <line:29:3, line:31:7>
// CHECK-NEXT: | | | | | | |-DeclStmt {{.*}} <line:29:8, col:17>
// CHECK-NEXT: | | | | | | | `-VarDecl {{.*}} <col:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | | |-BinaryOperator {{.*}} <col:19, col:23> 'int' '<'
// CHECK-NEXT: | | | | | | | |-ImplicitCastExpr {{.*}} <col:19> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | `-DeclRefExpr {{.*}} <col:19> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | `-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | | | |-UnaryOperator {{.*}} <col:26, col:27> 'int' postfix '++'
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:26> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | `-ForStmt {{.*}} <line:30:5, line:31:7>
// CHECK-NEXT: | | | | | | |-DeclStmt {{.*}} <line:30:10, col:19>
// CHECK-NEXT: | | | | | | | `-VarDecl {{.*}} <col:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | | |-BinaryOperator {{.*}} <col:21, col:25> 'int' '<'
// CHECK-NEXT: | | | | | | | |-ImplicitCastExpr {{.*}} <col:21> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | `-DeclRefExpr {{.*}} <col:21> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | `-ImplicitCastExpr {{.*}} <col:25> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:25> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | | | | | |-UnaryOperator {{.*}} <col:28, col:29> 'int' postfix '++'
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:28> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | `-NullStmt {{.*}} <line:31:7> openmp_structured_block
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <line:28:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.lb. 'const unsigned long'
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.ub. 'const unsigned long'
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:28:9) *const restrict'
// CHECK-NEXT: | | | | | |-VarDecl {{.*}} <line:29:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | `-VarDecl {{.*}} <line:30:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | |-OMPCapturedExprDecl {{.*}} <line:29:23> col:23 implicit used .capture_expr. 'int'
// CHECK-NEXT: | | | | | `-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | |-OMPCapturedExprDecl {{.*}} <line:30:25> col:25 implicit used .capture_expr. 'int'
// CHECK-NEXT: | | | | | `-ImplicitCastExpr {{.*}} <col:25> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | `-DeclRefExpr {{.*}} <col:25> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | | | `-OMPCapturedExprDecl {{.*}} <line:29:3, <invalid sloc>> col:3 implicit used .capture_expr. 'long'
// CHECK-NEXT: | | | | `-BinaryOperator {{.*}} <col:3, <invalid sloc>> 'long' '-'
// CHECK-NEXT: | | | | |-BinaryOperator {{.*}} <col:3, line:30:28> 'long' '*'
// CHECK-NEXT: | | | | | |-ImplicitCastExpr {{.*}} <line:29:3, col:26> 'long' <IntegralCast>
// CHECK-NEXT: | | | | | | `-BinaryOperator {{.*}} <col:3, col:26> 'int' '/'
// CHECK-NEXT: | | | | | | |-ParenExpr {{.*}} <col:3> 'int'
// CHECK-NEXT: | | | | | | | `-BinaryOperator {{.*}} <col:23, col:26> 'int' '+'
// CHECK-NEXT: | | | | | | | |-BinaryOperator {{.*}} <col:23, <invalid sloc>> 'int' '-'
// CHECK-NEXT: | | | | | | | | |-BinaryOperator {{.*}} <col:23, col:16> 'int' '-'
// CHECK-NEXT: | | | | | | | | | |-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue OMPCapturedExpr {{.*}} '.capture_expr.' 'int'
// CHECK-NEXT: | | | | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | | | | `-IntegerLiteral {{.*}} <<invalid sloc>> 'int' 1
// CHECK-NEXT: | | | | | | | `-IntegerLiteral {{.*}} <col:26> 'int' 1
// CHECK-NEXT: | | | | | | `-IntegerLiteral {{.*}} <col:26> 'int' 1
// CHECK-NEXT: | | | | | `-ImplicitCastExpr {{.*}} <line:30:5, col:28> 'long' <IntegralCast>
// CHECK-NEXT: | | | | | `-BinaryOperator {{.*}} <col:5, col:28> 'int' '/'
// CHECK-NEXT: | | | | | |-ParenExpr {{.*}} <col:5> 'int'
// CHECK-NEXT: | | | | | | `-BinaryOperator {{.*}} <col:25, col:28> 'int' '+'
// CHECK-NEXT: | | | | | | |-BinaryOperator {{.*}} <col:25, <invalid sloc>> 'int' '-'
// CHECK-NEXT: | | | | | | | |-BinaryOperator {{.*}} <col:25, col:18> 'int' '-'
// CHECK-NEXT: | | | | | | | | |-ImplicitCastExpr {{.*}} <col:25> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | | `-DeclRefExpr {{.*}} <col:25> 'int' lvalue OMPCapturedExpr {{.*}} '.capture_expr.' 'int'
// CHECK-NEXT: | | | | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | | | | `-IntegerLiteral {{.*}} <<invalid sloc>> 'int' 1
// CHECK-NEXT: | | | | | | `-IntegerLiteral {{.*}} <col:28> 'int' 1
// CHECK-NEXT: | | | | | `-IntegerLiteral {{.*}} <col:28> 'int' 1
// CHECK-NEXT: | | | | `-ImplicitCastExpr {{.*}} <<invalid sloc>> 'long' <IntegralCast>
// CHECK-NEXT: | | | | `-IntegerLiteral {{.*}} <<invalid sloc>> 'int' 1
// CHECK-NEXT: | | | |-DeclRefExpr {{.*}} <line:29:3> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | `-DeclRefExpr {{.*}} <line:30:5> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | |-AlwaysInlineAttr {{.*}} <<invalid sloc>> Implicit __forceinline
// CHECK-NEXT: | | |-ImplicitParamDecl {{.*}} <line:27:9> col:9 implicit .global_tid. 'const int'
// CHECK-NEXT: | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .part_id. 'const int *const restrict'
// CHECK-NEXT: | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .privates. 'void *const restrict'
// CHECK-NEXT: | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .copy_fn. 'void (*const restrict)(void *const restrict, ...)'
// CHECK-NEXT: | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .task_t. 'void *const'
// CHECK-NEXT: | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:27:9) *const restrict'
// CHECK-NEXT: | | |-RecordDecl {{.*}} <col:9> col:9 implicit struct definition
// CHECK-NEXT: | | | |-CapturedRecordAttr {{.*}} <<invalid sloc>> Implicit
// CHECK-NEXT: | | | |-FieldDecl {{.*}} <line:29:3> col:3 implicit 'int'
// CHECK-NEXT: | | | | `-OMPCaptureKindAttr {{.*}} <<invalid sloc>> Implicit 9
// CHECK-NEXT: | | | `-FieldDecl {{.*}} <line:30:5> col:5 implicit 'int'
// CHECK-NEXT: | | | `-OMPCaptureKindAttr {{.*}} <<invalid sloc>> Implicit 9
// CHECK-NEXT: | | `-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | |-OMPTeamsDistributeParallelForDirective {{.*}} <line:28:9, col:54> openmp_structured_block
// CHECK-NEXT: | | | |-OMPCollapseClause {{.*}} <col:43, col:53>
// CHECK-NEXT: | | | | `-ConstantExpr {{.*}} <col:52> 'int'
// CHECK-NEXT: | | | | `-IntegerLiteral {{.*}} <col:52> 'int' 2
// CHECK-NEXT: | | | `-CapturedStmt {{.*}} <line:29:3, line:31:7>
// CHECK-NEXT: | | | |-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | | |-CapturedStmt {{.*}} <line:29:3, line:31:7>
// CHECK-NEXT: | | | | | |-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | | | | |-ForStmt {{.*}} <line:29:3, line:31:7>
// CHECK-NEXT: | | | | | | | |-DeclStmt {{.*}} <line:29:8, col:17>
// CHECK-NEXT: | | | | | | | | `-VarDecl {{.*}} <col:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | | | |-BinaryOperator {{.*}} <col:19, col:23> 'int' '<'
// CHECK-NEXT: | | | | | | | | |-ImplicitCastExpr {{.*}} <col:19> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | | `-DeclRefExpr {{.*}} <col:19> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | | `-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | | | | |-UnaryOperator {{.*}} <col:26, col:27> 'int' postfix '++'
// CHECK-NEXT: | | | | | | | | `-DeclRefExpr {{.*}} <col:26> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | `-ForStmt {{.*}} <line:30:5, line:31:7>
// CHECK-NEXT: | | | | | | | |-DeclStmt {{.*}} <line:30:10, col:19>
// CHECK-NEXT: | | | | | | | | `-VarDecl {{.*}} <col:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | | | |-BinaryOperator {{.*}} <col:21, col:25> 'int' '<'
// CHECK-NEXT: | | | | | | | | |-ImplicitCastExpr {{.*}} <col:21> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | | `-DeclRefExpr {{.*}} <col:21> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | | `-ImplicitCastExpr {{.*}} <col:25> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | `-DeclRefExpr {{.*}} <col:25> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | | | | | | |-UnaryOperator {{.*}} <col:28, col:29> 'int' postfix '++'
// CHECK-NEXT: | | | | | | | | `-DeclRefExpr {{.*}} <col:28> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | `-NullStmt {{.*}} <line:31:7> openmp_structured_block
// CHECK-NEXT: | | | | | | |-ImplicitParamDecl {{.*}} <line:28:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.lb. 'const unsigned long'
// CHECK-NEXT: | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.ub. 'const unsigned long'
// CHECK-NEXT: | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:28:9) *const restrict'
// CHECK-NEXT: | | | | | | |-VarDecl {{.*}} <line:29:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | | `-VarDecl {{.*}} <line:30:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | | |-DeclRefExpr {{.*}} <line:29:3> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | | `-DeclRefExpr {{.*}} <line:30:5> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | | | |-ImplicitParamDecl {{.*}} <line:28:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:28:9) *const restrict'
// CHECK-NEXT: | | | | |-RecordDecl {{.*}} <col:9> col:9 implicit struct definition
// CHECK-NEXT: | | | | | |-CapturedRecordAttr {{.*}} <<invalid sloc>> Implicit
// CHECK-NEXT: | | | | | |-FieldDecl {{.*}} <line:29:3> col:3 implicit 'int &'
// CHECK-NEXT: | | | | | `-FieldDecl {{.*}} <line:30:5> col:5 implicit 'int &'
// CHECK-NEXT: | | | | `-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | | |-ForStmt {{.*}} <line:29:3, line:31:7>
// CHECK-NEXT: | | | | | |-DeclStmt {{.*}} <line:29:8, col:17>
// CHECK-NEXT: | | | | | | `-VarDecl {{.*}} <col:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | |-BinaryOperator {{.*}} <col:19, col:23> 'int' '<'
// CHECK-NEXT: | | | | | | |-ImplicitCastExpr {{.*}} <col:19> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:19> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | `-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | | |-UnaryOperator {{.*}} <col:26, col:27> 'int' postfix '++'
// CHECK-NEXT: | | | | | | `-DeclRefExpr {{.*}} <col:26> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | `-ForStmt {{.*}} <line:30:5, line:31:7>
// CHECK-NEXT: | | | | | |-DeclStmt {{.*}} <line:30:10, col:19>
// CHECK-NEXT: | | | | | | `-VarDecl {{.*}} <col:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | |-BinaryOperator {{.*}} <col:21, col:25> 'int' '<'
// CHECK-NEXT: | | | | | | |-ImplicitCastExpr {{.*}} <col:21> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:21> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | `-ImplicitCastExpr {{.*}} <col:25> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | `-DeclRefExpr {{.*}} <col:25> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | | | | |-UnaryOperator {{.*}} <col:28, col:29> 'int' postfix '++'
// CHECK-NEXT: | | | | | | `-DeclRefExpr {{.*}} <col:28> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | `-NullStmt {{.*}} <line:31:7> openmp_structured_block
// CHECK-NEXT: | | | | |-ImplicitParamDecl {{.*}} <line:28:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.lb. 'const unsigned long'
// CHECK-NEXT: | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.ub. 'const unsigned long'
// CHECK-NEXT: | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:28:9) *const restrict'
// CHECK-NEXT: | | | | |-VarDecl {{.*}} <line:29:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | `-VarDecl {{.*}} <line:30:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | |-DeclRefExpr {{.*}} <line:29:3> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | `-DeclRefExpr {{.*}} <line:30:5> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | |-ImplicitParamDecl {{.*}} <line:27:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:27:9) *const restrict'
// CHECK-NEXT: | | |-RecordDecl {{.*}} <line:28:9> col:9 implicit struct definition
// CHECK-NEXT: | | | |-CapturedRecordAttr {{.*}} <<invalid sloc>> Implicit
// CHECK-NEXT: | | | |-FieldDecl {{.*}} <line:29:3> col:3 implicit 'int &'
// CHECK-NEXT: | | | `-FieldDecl {{.*}} <line:30:5> col:5 implicit 'int &'
// CHECK-NEXT: | | |-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | |-CapturedStmt {{.*}} <line:29:3, line:31:7>
// CHECK-NEXT: | | | | |-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | | | |-ForStmt {{.*}} <line:29:3, line:31:7>
// CHECK-NEXT: | | | | | | |-DeclStmt {{.*}} <line:29:8, col:17>
// CHECK-NEXT: | | | | | | | `-VarDecl {{.*}} <col:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | | |-BinaryOperator {{.*}} <col:19, col:23> 'int' '<'
// CHECK-NEXT: | | | | | | | |-ImplicitCastExpr {{.*}} <col:19> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | `-DeclRefExpr {{.*}} <col:19> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | `-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | | | |-UnaryOperator {{.*}} <col:26, col:27> 'int' postfix '++'
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:26> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | `-ForStmt {{.*}} <line:30:5, line:31:7>
// CHECK-NEXT: | | | | | | |-DeclStmt {{.*}} <line:30:10, col:19>
// CHECK-NEXT: | | | | | | | `-VarDecl {{.*}} <col:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | | |-BinaryOperator {{.*}} <col:21, col:25> 'int' '<'
// CHECK-NEXT: | | | | | | | |-ImplicitCastExpr {{.*}} <col:21> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | `-DeclRefExpr {{.*}} <col:21> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | `-ImplicitCastExpr {{.*}} <col:25> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:25> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | | | | | |-UnaryOperator {{.*}} <col:28, col:29> 'int' postfix '++'
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:28> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | `-NullStmt {{.*}} <line:31:7> openmp_structured_block
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <line:28:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.lb. 'const unsigned long'
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.ub. 'const unsigned long'
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:28:9) *const restrict'
// CHECK-NEXT: | | | | | |-VarDecl {{.*}} <line:29:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | `-VarDecl {{.*}} <line:30:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | |-DeclRefExpr {{.*}} <line:29:3> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | `-DeclRefExpr {{.*}} <line:30:5> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | | |-ImplicitParamDecl {{.*}} <line:28:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:28:9) *const restrict'
// CHECK-NEXT: | | | |-RecordDecl {{.*}} <col:9> col:9 implicit struct definition
// CHECK-NEXT: | | | | |-CapturedRecordAttr {{.*}} <<invalid sloc>> Implicit
// CHECK-NEXT: | | | | |-FieldDecl {{.*}} <line:29:3> col:3 implicit 'int &'
// CHECK-NEXT: | | | | `-FieldDecl {{.*}} <line:30:5> col:5 implicit 'int &'
// CHECK-NEXT: | | | `-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | |-ForStmt {{.*}} <line:29:3, line:31:7>
// CHECK-NEXT: | | | | |-DeclStmt {{.*}} <line:29:8, col:17>
// CHECK-NEXT: | | | | | `-VarDecl {{.*}} <col:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | |-BinaryOperator {{.*}} <col:19, col:23> 'int' '<'
// CHECK-NEXT: | | | | | |-ImplicitCastExpr {{.*}} <col:19> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | `-DeclRefExpr {{.*}} <col:19> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | `-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | |-UnaryOperator {{.*}} <col:26, col:27> 'int' postfix '++'
// CHECK-NEXT: | | | | | `-DeclRefExpr {{.*}} <col:26> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | `-ForStmt {{.*}} <line:30:5, line:31:7>
// CHECK-NEXT: | | | | |-DeclStmt {{.*}} <line:30:10, col:19>
// CHECK-NEXT: | | | | | `-VarDecl {{.*}} <col:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | |-BinaryOperator {{.*}} <col:21, col:25> 'int' '<'
// CHECK-NEXT: | | | | | |-ImplicitCastExpr {{.*}} <col:21> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | `-DeclRefExpr {{.*}} <col:21> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | `-ImplicitCastExpr {{.*}} <col:25> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | `-DeclRefExpr {{.*}} <col:25> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | | | |-UnaryOperator {{.*}} <col:28, col:29> 'int' postfix '++'
// CHECK-NEXT: | | | | | `-DeclRefExpr {{.*}} <col:28> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | `-NullStmt {{.*}} <line:31:7> openmp_structured_block
// CHECK-NEXT: | | | |-ImplicitParamDecl {{.*}} <line:28:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.lb. 'const unsigned long'
// CHECK-NEXT: | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.ub. 'const unsigned long'
// CHECK-NEXT: | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:28:9) *const restrict'
// CHECK-NEXT: | | | |-VarDecl {{.*}} <line:29:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | `-VarDecl {{.*}} <line:30:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | |-OMPCapturedExprDecl {{.*}} <line:29:23> col:23 implicit used .capture_expr. 'int'
// CHECK-NEXT: | | | `-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | |-OMPCapturedExprDecl {{.*}} <line:30:25> col:25 implicit used .capture_expr. 'int'
// CHECK-NEXT: | | | `-ImplicitCastExpr {{.*}} <col:25> 'int' <LValueToRValue>
// CHECK-NEXT: | | | `-DeclRefExpr {{.*}} <col:25> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | `-OMPCapturedExprDecl {{.*}} <line:29:3, <invalid sloc>> col:3 implicit used .capture_expr. 'long'
// CHECK-NEXT: | | `-BinaryOperator {{.*}} <col:3, <invalid sloc>> 'long' '-'
// CHECK-NEXT: | | |-BinaryOperator {{.*}} <col:3, line:30:28> 'long' '*'
// CHECK-NEXT: | | | |-ImplicitCastExpr {{.*}} <line:29:3, col:26> 'long' <IntegralCast>
// CHECK-NEXT: | | | | `-BinaryOperator {{.*}} <col:3, col:26> 'int' '/'
// CHECK-NEXT: | | | | |-ParenExpr {{.*}} <col:3> 'int'
// CHECK-NEXT: | | | | | `-BinaryOperator {{.*}} <col:23, col:26> 'int' '+'
// CHECK-NEXT: | | | | | |-BinaryOperator {{.*}} <col:23, <invalid sloc>> 'int' '-'
// CHECK-NEXT: | | | | | | |-BinaryOperator {{.*}} <col:23, col:16> 'int' '-'
// CHECK-NEXT: | | | | | | | |-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue OMPCapturedExpr {{.*}} '.capture_expr.' 'int'
// CHECK-NEXT: | | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | | `-IntegerLiteral {{.*}} <<invalid sloc>> 'int' 1
// CHECK-NEXT: | | | | | `-IntegerLiteral {{.*}} <col:26> 'int' 1
// CHECK-NEXT: | | | | `-IntegerLiteral {{.*}} <col:26> 'int' 1
// CHECK-NEXT: | | | `-ImplicitCastExpr {{.*}} <line:30:5, col:28> 'long' <IntegralCast>
// CHECK-NEXT: | | | `-BinaryOperator {{.*}} <col:5, col:28> 'int' '/'
// CHECK-NEXT: | | | |-ParenExpr {{.*}} <col:5> 'int'
// CHECK-NEXT: | | | | `-BinaryOperator {{.*}} <col:25, col:28> 'int' '+'
// CHECK-NEXT: | | | | |-BinaryOperator {{.*}} <col:25, <invalid sloc>> 'int' '-'
// CHECK-NEXT: | | | | | |-BinaryOperator {{.*}} <col:25, col:18> 'int' '-'
// CHECK-NEXT: | | | | | | |-ImplicitCastExpr {{.*}} <col:25> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:25> 'int' lvalue OMPCapturedExpr {{.*}} '.capture_expr.' 'int'
// CHECK-NEXT: | | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | | `-IntegerLiteral {{.*}} <<invalid sloc>> 'int' 1
// CHECK-NEXT: | | | | `-IntegerLiteral {{.*}} <col:28> 'int' 1
// CHECK-NEXT: | | | `-IntegerLiteral {{.*}} <col:28> 'int' 1
// CHECK-NEXT: | | `-ImplicitCastExpr {{.*}} <<invalid sloc>> 'long' <IntegralCast>
// CHECK-NEXT: | | `-IntegerLiteral {{.*}} <<invalid sloc>> 'int' 1
// CHECK-NEXT: | |-DeclRefExpr {{.*}} <line:29:3> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | `-DeclRefExpr {{.*}} <line:30:5> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: `-FunctionDecl {{.*}} <line:34:1, line:41:1> line:34:6 test_five 'void (int, int, int)'
// CHECK-NEXT: |-ParmVarDecl {{.*}} <col:16, col:20> col:20 used x 'int'
// CHECK-NEXT: |-ParmVarDecl {{.*}} <col:23, col:27> col:27 used y 'int'
// CHECK-NEXT: |-ParmVarDecl {{.*}} <col:30, col:34> col:34 used z 'int'
// CHECK-NEXT: `-CompoundStmt {{.*}} <col:37, line:41:1>
// CHECK-NEXT: `-OMPTargetDirective {{.*}} <line:35:9, col:19>
// CHECK-NEXT: |-OMPFirstprivateClause {{.*}} <<invalid sloc>> <implicit>
// CHECK-NEXT: | |-DeclRefExpr {{.*}} <line:37:3> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | |-DeclRefExpr {{.*}} <line:38:5> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | `-DeclRefExpr {{.*}} <line:39:27> 'int' lvalue ParmVar {{.*}} 'z' 'int'
// CHECK-NEXT: `-CapturedStmt {{.*}} <line:36:9, col:54>
// CHECK-NEXT: |-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | |-CapturedStmt {{.*}} <col:9, col:54>
// CHECK-NEXT: | | |-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | |-OMPTeamsDistributeParallelForDirective {{.*}} <col:9, col:54> openmp_structured_block
// CHECK-NEXT: | | | | |-OMPCollapseClause {{.*}} <col:43, col:53>
// CHECK-NEXT: | | | | | `-ConstantExpr {{.*}} <col:52> 'int'
// CHECK-NEXT: | | | | | `-IntegerLiteral {{.*}} <col:52> 'int' 2
// CHECK-NEXT: | | | | `-CapturedStmt {{.*}} <line:37:3, line:40:9>
// CHECK-NEXT: | | | | |-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | | | |-CapturedStmt {{.*}} <line:37:3, line:40:9>
// CHECK-NEXT: | | | | | | |-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | | | | | |-ForStmt {{.*}} <line:37:3, line:40:9>
// CHECK-NEXT: | | | | | | | | |-DeclStmt {{.*}} <line:37:8, col:17>
// CHECK-NEXT: | | | | | | | | | `-VarDecl {{.*}} <col:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | | | | |-BinaryOperator {{.*}} <col:19, col:23> 'int' '<'
// CHECK-NEXT: | | | | | | | | | |-ImplicitCastExpr {{.*}} <col:19> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | | | `-DeclRefExpr {{.*}} <col:19> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | | | `-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | | | | | |-UnaryOperator {{.*}} <col:26, col:27> 'int' postfix '++'
// CHECK-NEXT: | | | | | | | | | `-DeclRefExpr {{.*}} <col:26> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | | `-ForStmt {{.*}} <line:38:5, line:40:9>
// CHECK-NEXT: | | | | | | | | |-DeclStmt {{.*}} <line:38:10, col:19>
// CHECK-NEXT: | | | | | | | | | `-VarDecl {{.*}} <col:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | | | | |-BinaryOperator {{.*}} <col:21, col:25> 'int' '<'
// CHECK-NEXT: | | | | | | | | | |-ImplicitCastExpr {{.*}} <col:21> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | | | `-DeclRefExpr {{.*}} <col:21> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | | | `-ImplicitCastExpr {{.*}} <col:25> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | | `-DeclRefExpr {{.*}} <col:25> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | | | | | | | |-UnaryOperator {{.*}} <col:28, col:29> 'int' postfix '++'
// CHECK-NEXT: | | | | | | | | | `-DeclRefExpr {{.*}} <col:28> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | | `-ForStmt {{.*}} <line:39:7, line:40:9> openmp_structured_block
// CHECK-NEXT: | | | | | | | | |-DeclStmt {{.*}} <line:39:12, col:21>
// CHECK-NEXT: | | | | | | | | | `-VarDecl {{.*}} <col:12, col:20> col:16 used i 'int' cinit
// CHECK-NEXT: | | | | | | | | | `-IntegerLiteral {{.*}} <col:20> 'int' 0
// CHECK-NEXT: | | | | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | | | | |-BinaryOperator {{.*}} <col:23, col:27> 'int' '<'
// CHECK-NEXT: | | | | | | | | | |-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | | | `-ImplicitCastExpr {{.*}} <col:27> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | | `-DeclRefExpr {{.*}} <col:27> 'int' lvalue ParmVar {{.*}} 'z' 'int'
// CHECK-NEXT: | | | | | | | | |-UnaryOperator {{.*}} <col:30, col:31> 'int' postfix '++'
// CHECK-NEXT: | | | | | | | | | `-DeclRefExpr {{.*}} <col:30> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | | `-NullStmt {{.*}} <line:40:9>
// CHECK-NEXT: | | | | | | | |-ImplicitParamDecl {{.*}} <line:36:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.lb. 'const unsigned long'
// CHECK-NEXT: | | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.ub. 'const unsigned long'
// CHECK-NEXT: | | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:36:9) *const restrict'
// CHECK-NEXT: | | | | | | | |-VarDecl {{.*}} <line:37:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | | | |-VarDecl {{.*}} <line:38:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | | | | `-VarDecl {{.*}} <line:39:12, col:20> col:16 used i 'int' cinit
// CHECK-NEXT: | | | | | | | `-IntegerLiteral {{.*}} <col:20> 'int' 0
// CHECK-NEXT: | | | | | | |-DeclRefExpr {{.*}} <line:37:3> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | | | |-DeclRefExpr {{.*}} <line:38:5> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | | | | | `-DeclRefExpr {{.*}} <line:39:27> 'int' lvalue ParmVar {{.*}} 'z' 'int'
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <line:36:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:36:9) *const restrict'
// CHECK-NEXT: | | | | | |-RecordDecl {{.*}} <col:9> col:9 implicit struct definition
// CHECK-NEXT: | | | | | | |-CapturedRecordAttr {{.*}} <<invalid sloc>> Implicit
// CHECK-NEXT: | | | | | | |-FieldDecl {{.*}} <line:37:3> col:3 implicit 'int &'
// CHECK-NEXT: | | | | | | |-FieldDecl {{.*}} <line:38:5> col:5 implicit 'int &'
// CHECK-NEXT: | | | | | | `-FieldDecl {{.*}} <line:39:27> col:27 implicit 'int &'
// CHECK-NEXT: | | | | | `-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | | | |-ForStmt {{.*}} <line:37:3, line:40:9>
// CHECK-NEXT: | | | | | | |-DeclStmt {{.*}} <line:37:8, col:17>
// CHECK-NEXT: | | | | | | | `-VarDecl {{.*}} <col:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | | |-BinaryOperator {{.*}} <col:19, col:23> 'int' '<'
// CHECK-NEXT: | | | | | | | |-ImplicitCastExpr {{.*}} <col:19> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | `-DeclRefExpr {{.*}} <col:19> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | `-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | | | |-UnaryOperator {{.*}} <col:26, col:27> 'int' postfix '++'
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:26> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | `-ForStmt {{.*}} <line:38:5, line:40:9>
// CHECK-NEXT: | | | | | | |-DeclStmt {{.*}} <line:38:10, col:19>
// CHECK-NEXT: | | | | | | | `-VarDecl {{.*}} <col:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | | |-BinaryOperator {{.*}} <col:21, col:25> 'int' '<'
// CHECK-NEXT: | | | | | | | |-ImplicitCastExpr {{.*}} <col:21> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | `-DeclRefExpr {{.*}} <col:21> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | `-ImplicitCastExpr {{.*}} <col:25> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:25> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | | | | | |-UnaryOperator {{.*}} <col:28, col:29> 'int' postfix '++'
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:28> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | `-ForStmt {{.*}} <line:39:7, line:40:9> openmp_structured_block
// CHECK-NEXT: | | | | | | |-DeclStmt {{.*}} <line:39:12, col:21>
// CHECK-NEXT: | | | | | | | `-VarDecl {{.*}} <col:12, col:20> col:16 used i 'int' cinit
// CHECK-NEXT: | | | | | | | `-IntegerLiteral {{.*}} <col:20> 'int' 0
// CHECK-NEXT: | | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | | |-BinaryOperator {{.*}} <col:23, col:27> 'int' '<'
// CHECK-NEXT: | | | | | | | |-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | `-ImplicitCastExpr {{.*}} <col:27> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:27> 'int' lvalue ParmVar {{.*}} 'z' 'int'
// CHECK-NEXT: | | | | | | |-UnaryOperator {{.*}} <col:30, col:31> 'int' postfix '++'
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:30> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | `-NullStmt {{.*}} <line:40:9>
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <line:36:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.lb. 'const unsigned long'
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.ub. 'const unsigned long'
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:36:9) *const restrict'
// CHECK-NEXT: | | | | | |-VarDecl {{.*}} <line:37:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | |-VarDecl {{.*}} <line:38:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | | `-VarDecl {{.*}} <line:39:12, col:20> col:16 used i 'int' cinit
// CHECK-NEXT: | | | | | `-IntegerLiteral {{.*}} <col:20> 'int' 0
// CHECK-NEXT: | | | | |-DeclRefExpr {{.*}} <line:37:3> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | |-DeclRefExpr {{.*}} <line:38:5> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | | | `-DeclRefExpr {{.*}} <line:39:27> 'int' lvalue ParmVar {{.*}} 'z' 'int'
// CHECK-NEXT: | | | |-ImplicitParamDecl {{.*}} <line:35:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:35:9) *const restrict'
// CHECK-NEXT: | | | |-RecordDecl {{.*}} <line:36:9> col:9 implicit struct definition
// CHECK-NEXT: | | | | |-CapturedRecordAttr {{.*}} <<invalid sloc>> Implicit
// CHECK-NEXT: | | | | |-FieldDecl {{.*}} <line:37:3> col:3 implicit 'int &'
// CHECK-NEXT: | | | | |-FieldDecl {{.*}} <line:38:5> col:5 implicit 'int &'
// CHECK-NEXT: | | | | `-FieldDecl {{.*}} <line:39:27> col:27 implicit 'int &'
// CHECK-NEXT: | | | |-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | | |-CapturedStmt {{.*}} <line:37:3, line:40:9>
// CHECK-NEXT: | | | | | |-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | | | | |-ForStmt {{.*}} <line:37:3, line:40:9>
// CHECK-NEXT: | | | | | | | |-DeclStmt {{.*}} <line:37:8, col:17>
// CHECK-NEXT: | | | | | | | | `-VarDecl {{.*}} <col:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | | | |-BinaryOperator {{.*}} <col:19, col:23> 'int' '<'
// CHECK-NEXT: | | | | | | | | |-ImplicitCastExpr {{.*}} <col:19> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | | `-DeclRefExpr {{.*}} <col:19> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | | `-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | | | | |-UnaryOperator {{.*}} <col:26, col:27> 'int' postfix '++'
// CHECK-NEXT: | | | | | | | | `-DeclRefExpr {{.*}} <col:26> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | `-ForStmt {{.*}} <line:38:5, line:40:9>
// CHECK-NEXT: | | | | | | | |-DeclStmt {{.*}} <line:38:10, col:19>
// CHECK-NEXT: | | | | | | | | `-VarDecl {{.*}} <col:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | | | |-BinaryOperator {{.*}} <col:21, col:25> 'int' '<'
// CHECK-NEXT: | | | | | | | | |-ImplicitCastExpr {{.*}} <col:21> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | | `-DeclRefExpr {{.*}} <col:21> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | | `-ImplicitCastExpr {{.*}} <col:25> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | `-DeclRefExpr {{.*}} <col:25> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | | | | | | |-UnaryOperator {{.*}} <col:28, col:29> 'int' postfix '++'
// CHECK-NEXT: | | | | | | | | `-DeclRefExpr {{.*}} <col:28> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | `-ForStmt {{.*}} <line:39:7, line:40:9> openmp_structured_block
// CHECK-NEXT: | | | | | | | |-DeclStmt {{.*}} <line:39:12, col:21>
// CHECK-NEXT: | | | | | | | | `-VarDecl {{.*}} <col:12, col:20> col:16 used i 'int' cinit
// CHECK-NEXT: | | | | | | | | `-IntegerLiteral {{.*}} <col:20> 'int' 0
// CHECK-NEXT: | | | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | | | |-BinaryOperator {{.*}} <col:23, col:27> 'int' '<'
// CHECK-NEXT: | | | | | | | | |-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | | `-ImplicitCastExpr {{.*}} <col:27> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | `-DeclRefExpr {{.*}} <col:27> 'int' lvalue ParmVar {{.*}} 'z' 'int'
// CHECK-NEXT: | | | | | | | |-UnaryOperator {{.*}} <col:30, col:31> 'int' postfix '++'
// CHECK-NEXT: | | | | | | | | `-DeclRefExpr {{.*}} <col:30> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | `-NullStmt {{.*}} <line:40:9>
// CHECK-NEXT: | | | | | | |-ImplicitParamDecl {{.*}} <line:36:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.lb. 'const unsigned long'
// CHECK-NEXT: | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.ub. 'const unsigned long'
// CHECK-NEXT: | | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:36:9) *const restrict'
// CHECK-NEXT: | | | | | | |-VarDecl {{.*}} <line:37:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | | |-VarDecl {{.*}} <line:38:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | | | `-VarDecl {{.*}} <line:39:12, col:20> col:16 used i 'int' cinit
// CHECK-NEXT: | | | | | | `-IntegerLiteral {{.*}} <col:20> 'int' 0
// CHECK-NEXT: | | | | | |-DeclRefExpr {{.*}} <line:37:3> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | | |-DeclRefExpr {{.*}} <line:38:5> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | | | | `-DeclRefExpr {{.*}} <line:39:27> 'int' lvalue ParmVar {{.*}} 'z' 'int'
// CHECK-NEXT: | | | | |-ImplicitParamDecl {{.*}} <line:36:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:36:9) *const restrict'
// CHECK-NEXT: | | | | |-RecordDecl {{.*}} <col:9> col:9 implicit struct definition
// CHECK-NEXT: | | | | | |-CapturedRecordAttr {{.*}} <<invalid sloc>> Implicit
// CHECK-NEXT: | | | | | |-FieldDecl {{.*}} <line:37:3> col:3 implicit 'int &'
// CHECK-NEXT: | | | | | |-FieldDecl {{.*}} <line:38:5> col:5 implicit 'int &'
// CHECK-NEXT: | | | | | `-FieldDecl {{.*}} <line:39:27> col:27 implicit 'int &'
// CHECK-NEXT: | | | | `-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | | |-ForStmt {{.*}} <line:37:3, line:40:9>
// CHECK-NEXT: | | | | | |-DeclStmt {{.*}} <line:37:8, col:17>
// CHECK-NEXT: | | | | | | `-VarDecl {{.*}} <col:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | |-BinaryOperator {{.*}} <col:19, col:23> 'int' '<'
// CHECK-NEXT: | | | | | | |-ImplicitCastExpr {{.*}} <col:19> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:19> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | `-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | | |-UnaryOperator {{.*}} <col:26, col:27> 'int' postfix '++'
// CHECK-NEXT: | | | | | | `-DeclRefExpr {{.*}} <col:26> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | `-ForStmt {{.*}} <line:38:5, line:40:9>
// CHECK-NEXT: | | | | | |-DeclStmt {{.*}} <line:38:10, col:19>
// CHECK-NEXT: | | | | | | `-VarDecl {{.*}} <col:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | |-BinaryOperator {{.*}} <col:21, col:25> 'int' '<'
// CHECK-NEXT: | | | | | | |-ImplicitCastExpr {{.*}} <col:21> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:21> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | `-ImplicitCastExpr {{.*}} <col:25> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | `-DeclRefExpr {{.*}} <col:25> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | | | | |-UnaryOperator {{.*}} <col:28, col:29> 'int' postfix '++'
// CHECK-NEXT: | | | | | | `-DeclRefExpr {{.*}} <col:28> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | `-ForStmt {{.*}} <line:39:7, line:40:9> openmp_structured_block
// CHECK-NEXT: | | | | | |-DeclStmt {{.*}} <line:39:12, col:21>
// CHECK-NEXT: | | | | | | `-VarDecl {{.*}} <col:12, col:20> col:16 used i 'int' cinit
// CHECK-NEXT: | | | | | | `-IntegerLiteral {{.*}} <col:20> 'int' 0
// CHECK-NEXT: | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | |-BinaryOperator {{.*}} <col:23, col:27> 'int' '<'
// CHECK-NEXT: | | | | | | |-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | `-ImplicitCastExpr {{.*}} <col:27> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | `-DeclRefExpr {{.*}} <col:27> 'int' lvalue ParmVar {{.*}} 'z' 'int'
// CHECK-NEXT: | | | | | |-UnaryOperator {{.*}} <col:30, col:31> 'int' postfix '++'
// CHECK-NEXT: | | | | | | `-DeclRefExpr {{.*}} <col:30> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | `-NullStmt {{.*}} <line:40:9>
// CHECK-NEXT: | | | | |-ImplicitParamDecl {{.*}} <line:36:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.lb. 'const unsigned long'
// CHECK-NEXT: | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.ub. 'const unsigned long'
// CHECK-NEXT: | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:36:9) *const restrict'
// CHECK-NEXT: | | | | |-VarDecl {{.*}} <line:37:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | |-VarDecl {{.*}} <line:38:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | `-VarDecl {{.*}} <line:39:12, col:20> col:16 used i 'int' cinit
// CHECK-NEXT: | | | | `-IntegerLiteral {{.*}} <col:20> 'int' 0
// CHECK-NEXT: | | | |-OMPCapturedExprDecl {{.*}} <line:37:23> col:23 implicit used .capture_expr. 'int'
// CHECK-NEXT: | | | | `-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | |-OMPCapturedExprDecl {{.*}} <line:38:25> col:25 implicit used .capture_expr. 'int'
// CHECK-NEXT: | | | | `-ImplicitCastExpr {{.*}} <col:25> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | `-DeclRefExpr {{.*}} <col:25> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | | `-OMPCapturedExprDecl {{.*}} <line:37:3, <invalid sloc>> col:3 implicit used .capture_expr. 'long'
// CHECK-NEXT: | | | `-BinaryOperator {{.*}} <col:3, <invalid sloc>> 'long' '-'
// CHECK-NEXT: | | | |-BinaryOperator {{.*}} <col:3, line:38:28> 'long' '*'
// CHECK-NEXT: | | | | |-ImplicitCastExpr {{.*}} <line:37:3, col:26> 'long' <IntegralCast>
// CHECK-NEXT: | | | | | `-BinaryOperator {{.*}} <col:3, col:26> 'int' '/'
// CHECK-NEXT: | | | | | |-ParenExpr {{.*}} <col:3> 'int'
// CHECK-NEXT: | | | | | | `-BinaryOperator {{.*}} <col:23, col:26> 'int' '+'
// CHECK-NEXT: | | | | | | |-BinaryOperator {{.*}} <col:23, <invalid sloc>> 'int' '-'
// CHECK-NEXT: | | | | | | | |-BinaryOperator {{.*}} <col:23, col:16> 'int' '-'
// CHECK-NEXT: | | | | | | | | |-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue OMPCapturedExpr {{.*}} '.capture_expr.' 'int'
// CHECK-NEXT: | | | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | | | `-IntegerLiteral {{.*}} <<invalid sloc>> 'int' 1
// CHECK-NEXT: | | | | | | `-IntegerLiteral {{.*}} <col:26> 'int' 1
// CHECK-NEXT: | | | | | `-IntegerLiteral {{.*}} <col:26> 'int' 1
// CHECK-NEXT: | | | | `-ImplicitCastExpr {{.*}} <line:38:5, col:28> 'long' <IntegralCast>
// CHECK-NEXT: | | | | `-BinaryOperator {{.*}} <col:5, col:28> 'int' '/'
// CHECK-NEXT: | | | | |-ParenExpr {{.*}} <col:5> 'int'
// CHECK-NEXT: | | | | | `-BinaryOperator {{.*}} <col:25, col:28> 'int' '+'
// CHECK-NEXT: | | | | | |-BinaryOperator {{.*}} <col:25, <invalid sloc>> 'int' '-'
// CHECK-NEXT: | | | | | | |-BinaryOperator {{.*}} <col:25, col:18> 'int' '-'
// CHECK-NEXT: | | | | | | | |-ImplicitCastExpr {{.*}} <col:25> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | `-DeclRefExpr {{.*}} <col:25> 'int' lvalue OMPCapturedExpr {{.*}} '.capture_expr.' 'int'
// CHECK-NEXT: | | | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | | | `-IntegerLiteral {{.*}} <<invalid sloc>> 'int' 1
// CHECK-NEXT: | | | | | `-IntegerLiteral {{.*}} <col:28> 'int' 1
// CHECK-NEXT: | | | | `-IntegerLiteral {{.*}} <col:28> 'int' 1
// CHECK-NEXT: | | | `-ImplicitCastExpr {{.*}} <<invalid sloc>> 'long' <IntegralCast>
// CHECK-NEXT: | | | `-IntegerLiteral {{.*}} <<invalid sloc>> 'int' 1
// CHECK-NEXT: | | |-DeclRefExpr {{.*}} <line:37:3> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | |-DeclRefExpr {{.*}} <line:38:5> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | `-DeclRefExpr {{.*}} <line:39:27> 'int' lvalue ParmVar {{.*}} 'z' 'int'
// CHECK-NEXT: | |-AlwaysInlineAttr {{.*}} <<invalid sloc>> Implicit __forceinline
// CHECK-NEXT: | |-ImplicitParamDecl {{.*}} <line:35:9> col:9 implicit .global_tid. 'const int'
// CHECK-NEXT: | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .part_id. 'const int *const restrict'
// CHECK-NEXT: | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .privates. 'void *const restrict'
// CHECK-NEXT: | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .copy_fn. 'void (*const restrict)(void *const restrict, ...)'
// CHECK-NEXT: | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .task_t. 'void *const'
// CHECK-NEXT: | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:35:9) *const restrict'
// CHECK-NEXT: | |-RecordDecl {{.*}} <col:9> col:9 implicit struct definition
// CHECK-NEXT: | | |-CapturedRecordAttr {{.*}} <<invalid sloc>> Implicit
// CHECK-NEXT: | | |-FieldDecl {{.*}} <line:37:3> col:3 implicit 'int'
// CHECK-NEXT: | | | `-OMPCaptureKindAttr {{.*}} <<invalid sloc>> Implicit 9
// CHECK-NEXT: | | |-FieldDecl {{.*}} <line:38:5> col:5 implicit 'int'
// CHECK-NEXT: | | | `-OMPCaptureKindAttr {{.*}} <<invalid sloc>> Implicit 9
// CHECK-NEXT: | | `-FieldDecl {{.*}} <line:39:27> col:27 implicit 'int'
// CHECK-NEXT: | | `-OMPCaptureKindAttr {{.*}} <<invalid sloc>> Implicit 9
// CHECK-NEXT: | `-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | |-OMPTeamsDistributeParallelForDirective {{.*}} <line:36:9, col:54> openmp_structured_block
// CHECK-NEXT: | | |-OMPCollapseClause {{.*}} <col:43, col:53>
// CHECK-NEXT: | | | `-ConstantExpr {{.*}} <col:52> 'int'
// CHECK-NEXT: | | | `-IntegerLiteral {{.*}} <col:52> 'int' 2
// CHECK-NEXT: | | `-CapturedStmt {{.*}} <line:37:3, line:40:9>
// CHECK-NEXT: | | |-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | |-CapturedStmt {{.*}} <line:37:3, line:40:9>
// CHECK-NEXT: | | | | |-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | | | |-ForStmt {{.*}} <line:37:3, line:40:9>
// CHECK-NEXT: | | | | | | |-DeclStmt {{.*}} <line:37:8, col:17>
// CHECK-NEXT: | | | | | | | `-VarDecl {{.*}} <col:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | | |-BinaryOperator {{.*}} <col:19, col:23> 'int' '<'
// CHECK-NEXT: | | | | | | | |-ImplicitCastExpr {{.*}} <col:19> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | `-DeclRefExpr {{.*}} <col:19> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | `-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | | | |-UnaryOperator {{.*}} <col:26, col:27> 'int' postfix '++'
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:26> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | `-ForStmt {{.*}} <line:38:5, line:40:9>
// CHECK-NEXT: | | | | | | |-DeclStmt {{.*}} <line:38:10, col:19>
// CHECK-NEXT: | | | | | | | `-VarDecl {{.*}} <col:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | | |-BinaryOperator {{.*}} <col:21, col:25> 'int' '<'
// CHECK-NEXT: | | | | | | | |-ImplicitCastExpr {{.*}} <col:21> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | `-DeclRefExpr {{.*}} <col:21> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | `-ImplicitCastExpr {{.*}} <col:25> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:25> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | | | | | |-UnaryOperator {{.*}} <col:28, col:29> 'int' postfix '++'
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:28> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | `-ForStmt {{.*}} <line:39:7, line:40:9> openmp_structured_block
// CHECK-NEXT: | | | | | | |-DeclStmt {{.*}} <line:39:12, col:21>
// CHECK-NEXT: | | | | | | | `-VarDecl {{.*}} <col:12, col:20> col:16 used i 'int' cinit
// CHECK-NEXT: | | | | | | | `-IntegerLiteral {{.*}} <col:20> 'int' 0
// CHECK-NEXT: | | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | | |-BinaryOperator {{.*}} <col:23, col:27> 'int' '<'
// CHECK-NEXT: | | | | | | | |-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | | `-ImplicitCastExpr {{.*}} <col:27> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:27> 'int' lvalue ParmVar {{.*}} 'z' 'int'
// CHECK-NEXT: | | | | | | |-UnaryOperator {{.*}} <col:30, col:31> 'int' postfix '++'
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:30> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | `-NullStmt {{.*}} <line:40:9>
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <line:36:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.lb. 'const unsigned long'
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.ub. 'const unsigned long'
// CHECK-NEXT: | | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:36:9) *const restrict'
// CHECK-NEXT: | | | | | |-VarDecl {{.*}} <line:37:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | |-VarDecl {{.*}} <line:38:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | | `-VarDecl {{.*}} <line:39:12, col:20> col:16 used i 'int' cinit
// CHECK-NEXT: | | | | | `-IntegerLiteral {{.*}} <col:20> 'int' 0
// CHECK-NEXT: | | | | |-DeclRefExpr {{.*}} <line:37:3> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | |-DeclRefExpr {{.*}} <line:38:5> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | | | `-DeclRefExpr {{.*}} <line:39:27> 'int' lvalue ParmVar {{.*}} 'z' 'int'
// CHECK-NEXT: | | | |-ImplicitParamDecl {{.*}} <line:36:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:36:9) *const restrict'
// CHECK-NEXT: | | | |-RecordDecl {{.*}} <col:9> col:9 implicit struct definition
// CHECK-NEXT: | | | | |-CapturedRecordAttr {{.*}} <<invalid sloc>> Implicit
// CHECK-NEXT: | | | | |-FieldDecl {{.*}} <line:37:3> col:3 implicit 'int &'
// CHECK-NEXT: | | | | |-FieldDecl {{.*}} <line:38:5> col:5 implicit 'int &'
// CHECK-NEXT: | | | | `-FieldDecl {{.*}} <line:39:27> col:27 implicit 'int &'
// CHECK-NEXT: | | | `-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | |-ForStmt {{.*}} <line:37:3, line:40:9>
// CHECK-NEXT: | | | | |-DeclStmt {{.*}} <line:37:8, col:17>
// CHECK-NEXT: | | | | | `-VarDecl {{.*}} <col:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | |-BinaryOperator {{.*}} <col:19, col:23> 'int' '<'
// CHECK-NEXT: | | | | | |-ImplicitCastExpr {{.*}} <col:19> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | `-DeclRefExpr {{.*}} <col:19> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | `-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | |-UnaryOperator {{.*}} <col:26, col:27> 'int' postfix '++'
// CHECK-NEXT: | | | | | `-DeclRefExpr {{.*}} <col:26> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | `-ForStmt {{.*}} <line:38:5, line:40:9>
// CHECK-NEXT: | | | | |-DeclStmt {{.*}} <line:38:10, col:19>
// CHECK-NEXT: | | | | | `-VarDecl {{.*}} <col:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | |-BinaryOperator {{.*}} <col:21, col:25> 'int' '<'
// CHECK-NEXT: | | | | | |-ImplicitCastExpr {{.*}} <col:21> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | `-DeclRefExpr {{.*}} <col:21> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | `-ImplicitCastExpr {{.*}} <col:25> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | `-DeclRefExpr {{.*}} <col:25> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | | | |-UnaryOperator {{.*}} <col:28, col:29> 'int' postfix '++'
// CHECK-NEXT: | | | | | `-DeclRefExpr {{.*}} <col:28> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | `-ForStmt {{.*}} <line:39:7, line:40:9> openmp_structured_block
// CHECK-NEXT: | | | | |-DeclStmt {{.*}} <line:39:12, col:21>
// CHECK-NEXT: | | | | | `-VarDecl {{.*}} <col:12, col:20> col:16 used i 'int' cinit
// CHECK-NEXT: | | | | | `-IntegerLiteral {{.*}} <col:20> 'int' 0
// CHECK-NEXT: | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | |-BinaryOperator {{.*}} <col:23, col:27> 'int' '<'
// CHECK-NEXT: | | | | | |-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | `-ImplicitCastExpr {{.*}} <col:27> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | `-DeclRefExpr {{.*}} <col:27> 'int' lvalue ParmVar {{.*}} 'z' 'int'
// CHECK-NEXT: | | | | |-UnaryOperator {{.*}} <col:30, col:31> 'int' postfix '++'
// CHECK-NEXT: | | | | | `-DeclRefExpr {{.*}} <col:30> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | `-NullStmt {{.*}} <line:40:9>
// CHECK-NEXT: | | | |-ImplicitParamDecl {{.*}} <line:36:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.lb. 'const unsigned long'
// CHECK-NEXT: | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.ub. 'const unsigned long'
// CHECK-NEXT: | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:36:9) *const restrict'
// CHECK-NEXT: | | | |-VarDecl {{.*}} <line:37:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | |-VarDecl {{.*}} <line:38:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | `-VarDecl {{.*}} <line:39:12, col:20> col:16 used i 'int' cinit
// CHECK-NEXT: | | | `-IntegerLiteral {{.*}} <col:20> 'int' 0
// CHECK-NEXT: | | |-DeclRefExpr {{.*}} <line:37:3> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | |-DeclRefExpr {{.*}} <line:38:5> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | `-DeclRefExpr {{.*}} <line:39:27> 'int' lvalue ParmVar {{.*}} 'z' 'int'
// CHECK-NEXT: | |-ImplicitParamDecl {{.*}} <line:35:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:35:9) *const restrict'
// CHECK-NEXT: | |-RecordDecl {{.*}} <line:36:9> col:9 implicit struct definition
// CHECK-NEXT: | | |-CapturedRecordAttr {{.*}} <<invalid sloc>> Implicit
// CHECK-NEXT: | | |-FieldDecl {{.*}} <line:37:3> col:3 implicit 'int &'
// CHECK-NEXT: | | |-FieldDecl {{.*}} <line:38:5> col:5 implicit 'int &'
// CHECK-NEXT: | | `-FieldDecl {{.*}} <line:39:27> col:27 implicit 'int &'
// CHECK-NEXT: | |-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | |-CapturedStmt {{.*}} <line:37:3, line:40:9>
// CHECK-NEXT: | | | |-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | | | |-ForStmt {{.*}} <line:37:3, line:40:9>
// CHECK-NEXT: | | | | | |-DeclStmt {{.*}} <line:37:8, col:17>
// CHECK-NEXT: | | | | | | `-VarDecl {{.*}} <col:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | |-BinaryOperator {{.*}} <col:19, col:23> 'int' '<'
// CHECK-NEXT: | | | | | | |-ImplicitCastExpr {{.*}} <col:19> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:19> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | `-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | | | |-UnaryOperator {{.*}} <col:26, col:27> 'int' postfix '++'
// CHECK-NEXT: | | | | | | `-DeclRefExpr {{.*}} <col:26> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | `-ForStmt {{.*}} <line:38:5, line:40:9>
// CHECK-NEXT: | | | | | |-DeclStmt {{.*}} <line:38:10, col:19>
// CHECK-NEXT: | | | | | | `-VarDecl {{.*}} <col:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | |-BinaryOperator {{.*}} <col:21, col:25> 'int' '<'
// CHECK-NEXT: | | | | | | |-ImplicitCastExpr {{.*}} <col:21> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:21> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | `-ImplicitCastExpr {{.*}} <col:25> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | `-DeclRefExpr {{.*}} <col:25> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | | | | |-UnaryOperator {{.*}} <col:28, col:29> 'int' postfix '++'
// CHECK-NEXT: | | | | | | `-DeclRefExpr {{.*}} <col:28> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | `-ForStmt {{.*}} <line:39:7, line:40:9> openmp_structured_block
// CHECK-NEXT: | | | | | |-DeclStmt {{.*}} <line:39:12, col:21>
// CHECK-NEXT: | | | | | | `-VarDecl {{.*}} <col:12, col:20> col:16 used i 'int' cinit
// CHECK-NEXT: | | | | | | `-IntegerLiteral {{.*}} <col:20> 'int' 0
// CHECK-NEXT: | | | | | |-<<<NULL>>>
// CHECK-NEXT: | | | | | |-BinaryOperator {{.*}} <col:23, col:27> 'int' '<'
// CHECK-NEXT: | | | | | | |-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | | `-ImplicitCastExpr {{.*}} <col:27> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | `-DeclRefExpr {{.*}} <col:27> 'int' lvalue ParmVar {{.*}} 'z' 'int'
// CHECK-NEXT: | | | | | |-UnaryOperator {{.*}} <col:30, col:31> 'int' postfix '++'
// CHECK-NEXT: | | | | | | `-DeclRefExpr {{.*}} <col:30> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | | `-NullStmt {{.*}} <line:40:9>
// CHECK-NEXT: | | | | |-ImplicitParamDecl {{.*}} <line:36:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.lb. 'const unsigned long'
// CHECK-NEXT: | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.ub. 'const unsigned long'
// CHECK-NEXT: | | | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:36:9) *const restrict'
// CHECK-NEXT: | | | | |-VarDecl {{.*}} <line:37:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | |-VarDecl {{.*}} <line:38:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | `-VarDecl {{.*}} <line:39:12, col:20> col:16 used i 'int' cinit
// CHECK-NEXT: | | | | `-IntegerLiteral {{.*}} <col:20> 'int' 0
// CHECK-NEXT: | | | |-DeclRefExpr {{.*}} <line:37:3> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | |-DeclRefExpr {{.*}} <line:38:5> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | | `-DeclRefExpr {{.*}} <line:39:27> 'int' lvalue ParmVar {{.*}} 'z' 'int'
// CHECK-NEXT: | | |-ImplicitParamDecl {{.*}} <line:36:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:36:9) *const restrict'
// CHECK-NEXT: | | |-RecordDecl {{.*}} <col:9> col:9 implicit struct definition
// CHECK-NEXT: | | | |-CapturedRecordAttr {{.*}} <<invalid sloc>> Implicit
// CHECK-NEXT: | | | |-FieldDecl {{.*}} <line:37:3> col:3 implicit 'int &'
// CHECK-NEXT: | | | |-FieldDecl {{.*}} <line:38:5> col:5 implicit 'int &'
// CHECK-NEXT: | | | `-FieldDecl {{.*}} <line:39:27> col:27 implicit 'int &'
// CHECK-NEXT: | | `-CapturedDecl {{.*}} <<invalid sloc>> <invalid sloc> nothrow
// CHECK-NEXT: | | |-ForStmt {{.*}} <line:37:3, line:40:9>
// CHECK-NEXT: | | | |-DeclStmt {{.*}} <line:37:8, col:17>
// CHECK-NEXT: | | | | `-VarDecl {{.*}} <col:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | |-<<<NULL>>>
// CHECK-NEXT: | | | |-BinaryOperator {{.*}} <col:19, col:23> 'int' '<'
// CHECK-NEXT: | | | | |-ImplicitCastExpr {{.*}} <col:19> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | `-DeclRefExpr {{.*}} <col:19> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | `-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | | | |-UnaryOperator {{.*}} <col:26, col:27> 'int' postfix '++'
// CHECK-NEXT: | | | | `-DeclRefExpr {{.*}} <col:26> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | `-ForStmt {{.*}} <line:38:5, line:40:9>
// CHECK-NEXT: | | | |-DeclStmt {{.*}} <line:38:10, col:19>
// CHECK-NEXT: | | | | `-VarDecl {{.*}} <col:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | |-<<<NULL>>>
// CHECK-NEXT: | | | |-BinaryOperator {{.*}} <col:21, col:25> 'int' '<'
// CHECK-NEXT: | | | | |-ImplicitCastExpr {{.*}} <col:21> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | `-DeclRefExpr {{.*}} <col:21> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | `-ImplicitCastExpr {{.*}} <col:25> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | `-DeclRefExpr {{.*}} <col:25> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | | | |-UnaryOperator {{.*}} <col:28, col:29> 'int' postfix '++'
// CHECK-NEXT: | | | | `-DeclRefExpr {{.*}} <col:28> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | `-ForStmt {{.*}} <line:39:7, line:40:9> openmp_structured_block
// CHECK-NEXT: | | | |-DeclStmt {{.*}} <line:39:12, col:21>
// CHECK-NEXT: | | | | `-VarDecl {{.*}} <col:12, col:20> col:16 used i 'int' cinit
// CHECK-NEXT: | | | | `-IntegerLiteral {{.*}} <col:20> 'int' 0
// CHECK-NEXT: | | | |-<<<NULL>>>
// CHECK-NEXT: | | | |-BinaryOperator {{.*}} <col:23, col:27> 'int' '<'
// CHECK-NEXT: | | | | |-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | | `-ImplicitCastExpr {{.*}} <col:27> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | `-DeclRefExpr {{.*}} <col:27> 'int' lvalue ParmVar {{.*}} 'z' 'int'
// CHECK-NEXT: | | | |-UnaryOperator {{.*}} <col:30, col:31> 'int' postfix '++'
// CHECK-NEXT: | | | | `-DeclRefExpr {{.*}} <col:30> 'int' lvalue Var {{.*}} 'i' 'int'
// CHECK-NEXT: | | | `-NullStmt {{.*}} <line:40:9>
// CHECK-NEXT: | | |-ImplicitParamDecl {{.*}} <line:36:9> col:9 implicit .global_tid. 'const int *const restrict'
// CHECK-NEXT: | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit .bound_tid. 'const int *const restrict'
// CHECK-NEXT: | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.lb. 'const unsigned long'
// CHECK-NEXT: | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit used .previous.ub. 'const unsigned long'
// CHECK-NEXT: | | |-ImplicitParamDecl {{.*}} <col:9> col:9 implicit __context 'struct (anonymous at {{.*}}ast-dump-openmp-teams-distribute-parallel-for.c:36:9) *const restrict'
// CHECK-NEXT: | | |-VarDecl {{.*}} <line:37:8, col:16> col:12 used i 'int' cinit
// CHECK-NEXT: | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | |-VarDecl {{.*}} <line:38:10, col:18> col:14 used i 'int' cinit
// CHECK-NEXT: | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | `-VarDecl {{.*}} <line:39:12, col:20> col:16 used i 'int' cinit
// CHECK-NEXT: | | `-IntegerLiteral {{.*}} <col:20> 'int' 0
// CHECK-NEXT: | |-OMPCapturedExprDecl {{.*}} <line:37:23> col:23 implicit used .capture_expr. 'int'
// CHECK-NEXT: | | `-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: | |-OMPCapturedExprDecl {{.*}} <line:38:25> col:25 implicit used .capture_expr. 'int'
// CHECK-NEXT: | | `-ImplicitCastExpr {{.*}} <col:25> 'int' <LValueToRValue>
// CHECK-NEXT: | | `-DeclRefExpr {{.*}} <col:25> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: | `-OMPCapturedExprDecl {{.*}} <line:37:3, <invalid sloc>> col:3 implicit used .capture_expr. 'long'
// CHECK-NEXT: | `-BinaryOperator {{.*}} <col:3, <invalid sloc>> 'long' '-'
// CHECK-NEXT: | |-BinaryOperator {{.*}} <col:3, line:38:28> 'long' '*'
// CHECK-NEXT: | | |-ImplicitCastExpr {{.*}} <line:37:3, col:26> 'long' <IntegralCast>
// CHECK-NEXT: | | | `-BinaryOperator {{.*}} <col:3, col:26> 'int' '/'
// CHECK-NEXT: | | | |-ParenExpr {{.*}} <col:3> 'int'
// CHECK-NEXT: | | | | `-BinaryOperator {{.*}} <col:23, col:26> 'int' '+'
// CHECK-NEXT: | | | | |-BinaryOperator {{.*}} <col:23, <invalid sloc>> 'int' '-'
// CHECK-NEXT: | | | | | |-BinaryOperator {{.*}} <col:23, col:16> 'int' '-'
// CHECK-NEXT: | | | | | | |-ImplicitCastExpr {{.*}} <col:23> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | | `-DeclRefExpr {{.*}} <col:23> 'int' lvalue OMPCapturedExpr {{.*}} '.capture_expr.' 'int'
// CHECK-NEXT: | | | | | | `-IntegerLiteral {{.*}} <col:16> 'int' 0
// CHECK-NEXT: | | | | | `-IntegerLiteral {{.*}} <<invalid sloc>> 'int' 1
// CHECK-NEXT: | | | | `-IntegerLiteral {{.*}} <col:26> 'int' 1
// CHECK-NEXT: | | | `-IntegerLiteral {{.*}} <col:26> 'int' 1
// CHECK-NEXT: | | `-ImplicitCastExpr {{.*}} <line:38:5, col:28> 'long' <IntegralCast>
// CHECK-NEXT: | | `-BinaryOperator {{.*}} <col:5, col:28> 'int' '/'
// CHECK-NEXT: | | |-ParenExpr {{.*}} <col:5> 'int'
// CHECK-NEXT: | | | `-BinaryOperator {{.*}} <col:25, col:28> 'int' '+'
// CHECK-NEXT: | | | |-BinaryOperator {{.*}} <col:25, <invalid sloc>> 'int' '-'
// CHECK-NEXT: | | | | |-BinaryOperator {{.*}} <col:25, col:18> 'int' '-'
// CHECK-NEXT: | | | | | |-ImplicitCastExpr {{.*}} <col:25> 'int' <LValueToRValue>
// CHECK-NEXT: | | | | | | `-DeclRefExpr {{.*}} <col:25> 'int' lvalue OMPCapturedExpr {{.*}} '.capture_expr.' 'int'
// CHECK-NEXT: | | | | | `-IntegerLiteral {{.*}} <col:18> 'int' 0
// CHECK-NEXT: | | | | `-IntegerLiteral {{.*}} <<invalid sloc>> 'int' 1
// CHECK-NEXT: | | | `-IntegerLiteral {{.*}} <col:28> 'int' 1
// CHECK-NEXT: | | `-IntegerLiteral {{.*}} <col:28> 'int' 1
// CHECK-NEXT: | `-ImplicitCastExpr {{.*}} <<invalid sloc>> 'long' <IntegralCast>
// CHECK-NEXT: | `-IntegerLiteral {{.*}} <<invalid sloc>> 'int' 1
// CHECK-NEXT: |-DeclRefExpr {{.*}} <line:37:3> 'int' lvalue ParmVar {{.*}} 'x' 'int'
// CHECK-NEXT: |-DeclRefExpr {{.*}} <line:38:5> 'int' lvalue ParmVar {{.*}} 'y' 'int'
// CHECK-NEXT: `-DeclRefExpr {{.*}} <line:39:27> 'int' lvalue ParmVar {{.*}} 'z' 'int'
|
main.c | /*
* main.c
*
* Created on: Jan 13, 2019
* Author: Batuhan Düzgün
* OpenMP and OpenMPI Hybrid Architecture
*/
#include <stdio.h>
#include <stdlib.h>
#include "mpi.h"
#include "omp.h"
#define ARRAY_SIZE 10000
#define MASTER 0
#define OFFSET_VALUE_TAG 1
#define DATA_VALUE_TAG 2
float data[ARRAY_SIZE];
int main(int argc, char *argv[])
{
void initDataArray();
void printDataArray();
void update(int myoffset, int chunk, int myid);
int checkTaskCountSize(int taskCount, int taskId, int *errorCode);
int taskId, taskCount, taskCounter, chunkSize, offset, errorCode, sourceTaskId, destinationTaskId;
MPI_Status status;
errorCode = 0;
MPI_Init(&argc, & argv);
MPI_Comm_size(MPI_COMM_WORLD, &taskCount);
MPI_Comm_rank(MPI_COMM_WORLD, &taskId);
int validCountSize = checkTaskCountSize(taskCount, taskId, &errorCode);
if(validCountSize < 0)
{
MPI_Abort(MPI_COMM_WORLD, errorCode);
exit(0);
}
chunkSize = ARRAY_SIZE / taskCount;
if(taskId == MASTER)
{
printf("[MASTER] Task Id: %d\n", taskId);
initDataArray();
printDataArray();
// Send subarray to worker task via master task!
offset = chunkSize;
for(taskCounter=1; taskCounter < taskCount; taskCounter++)
{
MPI_Send(&offset, 1, MPI_INT, taskCounter, 1, MPI_COMM_WORLD);
MPI_Send(&data[offset], chunkSize, MPI_FLOAT, taskCounter, 2, MPI_COMM_WORLD);
offset = offset + chunkSize;
}
// Master process own work !
offset = 0;
update(offset, chunkSize, taskId);
// Master listen messages from worker tasks!
for(taskCounter=1; taskCounter < taskCount; taskCounter++)
{
MPI_Recv(&offset, 1, MPI_INT, taskCounter, 1, MPI_COMM_WORLD, &status);
MPI_Recv(&data[offset], chunkSize, MPI_FLOAT, taskCounter, 2, MPI_COMM_WORLD, &status);
}
printDataArray();
}
if(taskId > MASTER)
{
printf("[WORKER] Task Id: %d\n", taskId);
// Worker task receives data and offset values from master task!
sourceTaskId = MASTER;
MPI_Recv(&offset, 1, MPI_INT, sourceTaskId, 1, MPI_COMM_WORLD, &status);
MPI_Recv(&data[offset], chunkSize, MPI_FLOAT, sourceTaskId, 2, MPI_COMM_WORLD, &status);
// Then Worker task updates own data! There is not any synchronization or communication necessary
update(offset, chunkSize, taskId);
// Worker task send updated data to master task!
destinationTaskId = MASTER;
MPI_Send(&offset, 1, MPI_INT, destinationTaskId, 1, MPI_COMM_WORLD);
MPI_Send(&data[offset], chunkSize, MPI_FLOAT, destinationTaskId, 2, MPI_COMM_WORLD);
}
MPI_Finalize();
return 0;
}
void update(int myoffset, int chunk, int myid)
{
int i;
//int threadId;
#pragma omp parallel for shared(data)
for (i = myoffset; i < myoffset + chunk; i++) {
//threadId = omp_get_thread_num();
data[i] = data[i] + (0.5f);
//printf("TaskId: %d - ThreadId: %d\n", myid, threadId);
}
}
void initDataArray()
{
int i;
// Initialize Array on shared-memory based multi-thread approach!
#pragma omp parallel for shared(data)
for(i=0; i < ARRAY_SIZE; i++)
{
data[i] = i * 1.0f;
}
}
void printDataArray()
{
int i;
// We print some of data to check results whether true or not!
for(i=ARRAY_SIZE-50; i < ARRAY_SIZE; i++)
{
printf("%f ", data[i]);
}
printf("\n");
}
int checkTaskCountSize(int taskCount, int taskId, int *errorCode)
{
if(taskCount % 4 != 0)
{
if(taskId == MASTER)
{
printf("Quitting. Task count must be greater than 3! Current Task Count: %d\n",taskCount);
return (-1);
}
}
return (1);
}
|
w7_e3c_matvec.c | #include <stdlib.h>
#include <stdio.h>
#include <omp.h>
#include "matvec.h"
// Indexing function.
#define idx(i,j) (i*n + j)
int main(int argc, char const *argv[]) {
if (argc < 3) {
printf("Must provide m and n.\n");
return 1;
}
int m = atoi(argv[1]);
int n = atoi(argv[2]);
double *A = malloc(m*n*sizeof *A); // m*n matrix
double *y = malloc(n * sizeof *y); // n*1 vector
double *x = malloc(m * sizeof *x); // m*1 vector
// Assign some values in parallel
#pragma omp parallel for
for (size_t i = 0; i < m; i++) {
for (size_t j = 0; j < n; j++) {
A[idx(i,j)] = i + j;
}
}
#pragma omp parallel for
for (size_t j = 0; j < n; j++) {
y[j] = j;
}
double start_p = omp_get_wtime();
#pragma omp parallel
{
int thread_id = omp_get_thread_num();
int num_threads = omp_get_num_threads();
// Using integer division to divide up the rows means that the last
// remainder = m%num_threads, gets an extra row.
int start_m = (thread_id*m)/num_threads;
int stop_m = ((thread_id+1)*m)/num_threads;
// calls the serial dense_mat_vec function
dense_mat_vec(stop_m-start_m, n, &x[start_m], &A[start_m*n], y);
}
double end_p = omp_get_wtime();
double tot_p = end_p - start_p;
// Print result
if (m <= 20) {
printf("x=\n[");
for (size_t i = 0; i < m-1; i++) {
printf("%.0lf, ", x[i]);
}
printf("%.0lf]\n", x[m-1]);
}
double start_s = omp_get_wtime();
dense_mat_vec(m, n, x, A, y);
double end_s = omp_get_wtime();
double tot_s = end_s - start_s;
// Print result for comparison
if (m <= 20) {
printf("x=\n[");
for (size_t i = 0; i < m-1; i++) {
printf("%.0lf, ", x[i]);
}
printf("%.0lf]\n", x[m-1]);
}
printf("Time serial: %lf\n", tot_s);
printf("Time parallel: %lf\n", tot_p);
printf("Speedup: %lf\n", tot_s/tot_p);
free(A);
free(y);
free(x);
return 0;
}
|
3d25pt_var.c | /*
* Order-1, 3D 25 point stencil with axis-symmetric ariable coefficients
* Adapted from PLUTO and Pochoir test bench
*
* Tareq Malas
*/
#include <stdio.h>
#include <stdlib.h>
#include <sys/time.h>
#ifdef LIKWID_PERFMON
#include <likwid.h>
#endif
#include "print_utils.h"
#define TESTS 2
#define MAX(a,b) ((a) > (b) ? a : b)
#define MIN(a,b) ((a) < (b) ? a : b)
/* Subtract the `struct timeval' values X and Y,
* storing the result in RESULT.
*
* Return 1 if the difference is negative, otherwise 0.
*/
int timeval_subtract(struct timeval *result, struct timeval *x, struct timeval *y)
{
/* Perform the carry for the later subtraction by updating y. */
if (x->tv_usec < y->tv_usec)
{
int nsec = (y->tv_usec - x->tv_usec) / 1000000 + 1;
y->tv_usec -= 1000000 * nsec;
y->tv_sec += nsec;
}
if (x->tv_usec - y->tv_usec > 1000000)
{
int nsec = (x->tv_usec - y->tv_usec) / 1000000;
y->tv_usec += 1000000 * nsec;
y->tv_sec -= nsec;
}
/* Compute the time remaining to wait.
* tv_usec is certainly positive.
*/
result->tv_sec = x->tv_sec - y->tv_sec;
result->tv_usec = x->tv_usec - y->tv_usec;
/* Return 1 if result is negative. */
return x->tv_sec < y->tv_sec;
}
int main(int argc, char *argv[])
{
int t, i, j, k, m, test;
int Nx, Ny, Nz, Nt;
if (argc > 3) {
Nx = atoi(argv[1])+8;
Ny = atoi(argv[2])+8;
Nz = atoi(argv[3])+8;
}
if (argc > 4)
Nt = atoi(argv[4]);
// allocate the arrays
double ****A = (double ****) malloc(sizeof(double***)*2);
for(m=0; m<2;m++){
A[m] = (double ***) malloc(sizeof(double**)*Nz);
for(i=0; i<Nz; i++){
A[m][i] = (double**) malloc(sizeof(double*)*Ny);
for(j=0;j<Ny;j++){
A[m][i][j] = (double*) malloc(sizeof(double)*Nx);
}
}
}
double ****coef = (double ****) malloc(sizeof(double***)*13);
for(m=0; m<13;m++){
coef[m] = (double ***) malloc(sizeof(double**)*Nz);
for(i=0; i<Nz; i++){
coef[m][i] = (double**) malloc(sizeof(double*)*Ny);
for(j=0;j<Ny;j++){
coef[m][i][j] = (double*) malloc(sizeof(double)*Nx);
}
}
}
// tile size information, including extra element to decide the list length
int *tile_size = (int*) malloc(sizeof(int));
tile_size[0] = -1;
// The list is modified here before source-to-source transformations
tile_size = (int*) realloc((void *)tile_size, sizeof(int)*5);
tile_size[0] = 4;
tile_size[1] = 4;
tile_size[2] = 32;
tile_size[3] = 2048;
tile_size[4] = -1;
// for timekeeping
int ts_return = -1;
struct timeval start, end, result;
double tdiff = 0.0, min_tdiff=1.e100;
const int BASE = 1024;
// initialize variables
//
srand(42);
for (i = 1; i < Nz; i++) {
for (j = 1; j < Ny; j++) {
for (k = 1; k < Nx; k++) {
A[0][i][j][k] = 1.0 * (rand() % BASE);
}
}
}
for (m=0; m<13; m++) {
for (i=1; i<Nz; i++) {
for (j=1; j<Ny; j++) {
for (k=1; k<Nx; k++) {
coef[m][i][j][k] = 1.0 * (rand() % BASE);
}
}
}
}
#ifdef LIKWID_PERFMON
LIKWID_MARKER_INIT;
#pragma omp parallel
{
LIKWID_MARKER_THREADINIT;
#pragma omp barrier
LIKWID_MARKER_START("calc");
}
#endif
int num_threads = 1;
#if defined(_OPENMP)
num_threads = omp_get_max_threads();
#endif
for(test=0; test<TESTS; test++){
gettimeofday(&start, 0);
// serial execution - Addition: 6 && Multiplication: 2
#pragma scop
for (t = 0; t < Nt; t++) {
for (i = 4; i < Nz-4; i++) {
for (j = 4; j < Ny-4; j++) {
for (k = 4; k < Nx-4; k++) {
A[(t+1)%2][i][j][k] =
coef[0][i][j][k] * A[(t)%2][i ][j ][k ] +
coef[1][i][j][k] * (A[(t)%2][i-1][j ][k ] + A[(t)%2][i+1][j ][k ]) +
coef[2][i][j][k] * (A[(t)%2][i ][j-1][k ] + A[(t)%2][i ][j+1][k ]) +
coef[3][i][j][k] * (A[(t)%2][i ][j ][k-1] + A[(t)%2][i ][j ][k+1]) +
coef[4][i][j][k] * (A[(t)%2][i-2][j ][k ] + A[(t)%2][i+2][j ][k ]) +
coef[5][i][j][k] * (A[(t)%2][i ][j-2][k ] + A[(t)%2][i ][j+2][k ]) +
coef[6][i][j][k] * (A[(t)%2][i ][j ][k-2] + A[(t)%2][i ][j ][k+2]) +
coef[7][i][j][k] * (A[(t)%2][i-3][j ][k ] + A[(t)%2][i+3][j ][k ]) +
coef[8][i][j][k] * (A[(t)%2][i ][j-3][k ] + A[(t)%2][i ][j+3][k ]) +
coef[9][i][j][k] * (A[(t)%2][i ][j ][k-3] + A[(t)%2][i ][j ][k+3]) +
coef[10][i][j][k]* (A[(t)%2][i-4][j ][k ] + A[(t)%2][i+4][j ][k ]) +
coef[11][i][j][k]* (A[(t)%2][i ][j-4][k ] + A[(t)%2][i ][j+4][k ]) +
coef[12][i][j][k]* (A[(t)%2][i ][j ][k-4] + A[(t)%2][i ][j ][k+4]) ;
}
}
}
}
#pragma endscop
gettimeofday(&end, 0);
ts_return = timeval_subtract(&result, &end, &start);
tdiff = (double) (result.tv_sec + result.tv_usec * 1.0e-6);
min_tdiff = min(min_tdiff, tdiff);
printf("Rank 0 TEST# %d time: %f\n", test, tdiff);
}
PRINT_RESULTS(4, "variable axis-symmetric")
#ifdef LIKWID_PERFMON
#pragma omp parallel
{
LIKWID_MARKER_STOP("calc");
}
LIKWID_MARKER_CLOSE;
#endif
// Free allocated arrays
for(i=0; i<Nz; i++){
for(j=0;j<Ny;j++){
free(A[0][i][j]);
free(A[1][i][j]);
}
free(A[0][i]);
free(A[1][i]);
}
free(A[0]);
free(A[1]);
for(m=0; m<13;m++){
for(i=0; i<Nz; i++){
for(j=0;j<Ny;j++){
free(coef[m][i][j]);
}
free(coef[m][i]);
}
free(coef[m]);
}
return 0;
}
|
ejercicio_02.c |
/* EJERCICIO 2
* Usando la API(OpenMP) hacer un programa que realice lo siguiente:
* - Crear la Matriz A de 50 columnas x 50 filas (50x50), inicializada con valores aleatorios. [✔]
* - Realizar la Transpuesta de la Matriz A. [✔]
*/
// Librerias
#include <omp.h>
#include <stdio.h>
#include <stdlib.h>
// Definiciones
#define CHUNKSIZE 10
#define N 10
#define NRA 5 // numero de filas en matriz A
#define NCA 5 // numero de columnas en matriz A
// Metodo para obtener numeros random
long Random(long li, long ls)
{
long n;
n=li+rand()%(ls-li+1);
return n;
}
// Ejecucion del programa
int main (int argc, char *argv[]) {
int i, j;
double mA[NRA][NCA];
double mAT[NRA][NCA];
// Establece el numero de subprocesos en las proximas regiones paralelas
omp_set_num_threads(2);
// Directiva con constructor PARALLEL FOR con clausula SCHEDULE
#pragma omp parallel for schedule( static,10)
for (i=0; i<NRA; i++)
{
for (j=0; j<NCA; j++)
{
// Creacion de Matriz A con numeros aleatorios
mA[i][j]= Random(1,20);
// Las transpuesta de la Matriz A
mAT[j][i] = mA[i][j];
}
}
// Impresion de Matriz A
printf("******************************************************\n");
printf(" Matriz A:\n");
for (i=0; i<NRA; i++)
{
for (j=0; j<NCA; j++)
{
printf("%6.2f ", mA[i][j]);
}
printf("\n");
}
// Impresion Transpuesta Matriz A
printf("******************************************************\n");
printf(" Matriz Transpuesta de A:\n");
for (j=0; j<NRA; j++)
{
for (i=0; i<NCA; i++)
{
printf("%6.2f ", mAT[j][i]);
}
printf("\n");
}
} // Fin main
|
composite.c | /*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
% CCCC OOO M M PPPP OOO SSSSS IIIII TTTTT EEEEE %
% C O O MM MM P P O O SS I T E %
% C O O M M M PPPP O O SSS I T EEE %
% C O O M M P O O SS I T E %
% CCCC OOO M M P OOO SSSSS IIIII T EEEEE %
% %
% %
% MagickCore Image Composite Methods %
% %
% Software Design %
% Cristy %
% July 1992 %
% %
% %
% Copyright 1999-2019 ImageMagick Studio LLC, a non-profit organization %
% dedicated to making software imaging solutions freely available. %
% %
% You may not use this file except in compliance with the License. You may %
% obtain a copy of the License at %
% %
% https://imagemagick.org/script/license.php %
% %
% Unless required by applicable law or agreed to in writing, software %
% distributed under the License is distributed on an "AS IS" BASIS, %
% WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. %
% See the License for the specific language governing permissions and %
% limitations under the License. %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
%
%
*/
/*
Include declarations.
*/
#include "MagickCore/studio.h"
#include "MagickCore/artifact.h"
#include "MagickCore/cache.h"
#include "MagickCore/cache-private.h"
#include "MagickCore/cache-view.h"
#include "MagickCore/channel.h"
#include "MagickCore/client.h"
#include "MagickCore/color.h"
#include "MagickCore/color-private.h"
#include "MagickCore/colorspace.h"
#include "MagickCore/colorspace-private.h"
#include "MagickCore/composite.h"
#include "MagickCore/composite-private.h"
#include "MagickCore/constitute.h"
#include "MagickCore/draw.h"
#include "MagickCore/fx.h"
#include "MagickCore/gem.h"
#include "MagickCore/geometry.h"
#include "MagickCore/image.h"
#include "MagickCore/image-private.h"
#include "MagickCore/list.h"
#include "MagickCore/log.h"
#include "MagickCore/monitor.h"
#include "MagickCore/monitor-private.h"
#include "MagickCore/memory_.h"
#include "MagickCore/option.h"
#include "MagickCore/pixel-accessor.h"
#include "MagickCore/property.h"
#include "MagickCore/quantum.h"
#include "MagickCore/resample.h"
#include "MagickCore/resource_.h"
#include "MagickCore/string_.h"
#include "MagickCore/thread-private.h"
#include "MagickCore/threshold.h"
#include "MagickCore/token.h"
#include "MagickCore/utility.h"
#include "MagickCore/utility-private.h"
#include "MagickCore/version.h"
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
% C o m p o s i t e I m a g e %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% CompositeImage() returns the second image composited onto the first
% at the specified offset, using the specified composite method.
%
% The format of the CompositeImage method is:
%
% MagickBooleanType CompositeImage(Image *image,
% const Image *source_image,const CompositeOperator compose,
% const MagickBooleanType clip_to_self,const ssize_t x_offset,
% const ssize_t y_offset,ExceptionInfo *exception)
%
% A description of each parameter follows:
%
% o image: the canvas image, modified by he composition
%
% o source_image: the source image.
%
% o compose: This operator affects how the composite is applied to
% the image. The operators and how they are utilized are listed here
% http://www.w3.org/TR/SVG12/#compositing.
%
% o clip_to_self: set to MagickTrue to limit composition to area composed.
%
% o x_offset: the column offset of the composited image.
%
% o y_offset: the row offset of the composited image.
%
% Extra Controls from Image meta-data in 'image' (artifacts)
%
% o "compose:args"
% A string containing extra numerical arguments for specific compose
% methods, generally expressed as a 'geometry' or a comma separated list
% of numbers.
%
% Compose methods needing such arguments include "BlendCompositeOp" and
% "DisplaceCompositeOp".
%
% o exception: return any errors or warnings in this structure.
%
*/
/*
Composition based on the SVG specification:
A Composition is defined by...
Color Function : f(Sc,Dc) where Sc and Dc are the normizalized colors
Blending areas : X = 1 for area of overlap, ie: f(Sc,Dc)
Y = 1 for source preserved
Z = 1 for canvas preserved
Conversion to transparency (then optimized)
Dca' = f(Sc, Dc)*Sa*Da + Y*Sca*(1-Da) + Z*Dca*(1-Sa)
Da' = X*Sa*Da + Y*Sa*(1-Da) + Z*Da*(1-Sa)
Where...
Sca = Sc*Sa normalized Source color divided by Source alpha
Dca = Dc*Da normalized Dest color divided by Dest alpha
Dc' = Dca'/Da' the desired color value for this channel.
Da' in in the follow formula as 'gamma' The resulting alpla value.
Most functions use a blending mode of over (X=1,Y=1,Z=1) this results in
the following optimizations...
gamma = Sa+Da-Sa*Da;
gamma = 1 - QuantumScale*alpha * QuantumScale*beta;
opacity = QuantumScale*alpha*beta; // over blend, optimized 1-Gamma
The above SVG definitions also define that Mathematical Composition
methods should use a 'Over' blending mode for Alpha Channel.
It however was not applied for composition modes of 'Plus', 'Minus',
the modulus versions of 'Add' and 'Subtract'.
Mathematical operator changes to be applied from IM v6.7...
1) Modulus modes 'Add' and 'Subtract' are obsoleted and renamed
'ModulusAdd' and 'ModulusSubtract' for clarity.
2) All mathematical compositions work as per the SVG specification
with regard to blending. This now includes 'ModulusAdd' and
'ModulusSubtract'.
3) When the special channel flag 'sync' (syncronize channel updates)
is turned off (enabled by default) then mathematical compositions are
only performed on the channels specified, and are applied
independantally of each other. In other words the mathematics is
performed as 'pure' mathematical operations, rather than as image
operations.
*/
static void HCLComposite(const MagickRealType hue,const MagickRealType chroma,
const MagickRealType luma,MagickRealType *red,MagickRealType *green,
MagickRealType *blue)
{
MagickRealType
b,
c,
g,
h,
m,
r,
x;
/*
Convert HCL to RGB colorspace.
*/
assert(red != (MagickRealType *) NULL);
assert(green != (MagickRealType *) NULL);
assert(blue != (MagickRealType *) NULL);
h=6.0*hue;
c=chroma;
x=c*(1.0-fabs(fmod(h,2.0)-1.0));
r=0.0;
g=0.0;
b=0.0;
if ((0.0 <= h) && (h < 1.0))
{
r=c;
g=x;
}
else
if ((1.0 <= h) && (h < 2.0))
{
r=x;
g=c;
}
else
if ((2.0 <= h) && (h < 3.0))
{
g=c;
b=x;
}
else
if ((3.0 <= h) && (h < 4.0))
{
g=x;
b=c;
}
else
if ((4.0 <= h) && (h < 5.0))
{
r=x;
b=c;
}
else
if ((5.0 <= h) && (h < 6.0))
{
r=c;
b=x;
}
m=luma-(0.298839*r+0.586811*g+0.114350*b);
*red=QuantumRange*(r+m);
*green=QuantumRange*(g+m);
*blue=QuantumRange*(b+m);
}
static void CompositeHCL(const MagickRealType red,const MagickRealType green,
const MagickRealType blue,MagickRealType *hue,MagickRealType *chroma,
MagickRealType *luma)
{
MagickRealType
b,
c,
g,
h,
max,
r;
/*
Convert RGB to HCL colorspace.
*/
assert(hue != (MagickRealType *) NULL);
assert(chroma != (MagickRealType *) NULL);
assert(luma != (MagickRealType *) NULL);
r=red;
g=green;
b=blue;
max=MagickMax(r,MagickMax(g,b));
c=max-(MagickRealType) MagickMin(r,MagickMin(g,b));
h=0.0;
if (c == 0)
h=0.0;
else
if (red == max)
h=fmod((g-b)/c+6.0,6.0);
else
if (green == max)
h=((b-r)/c)+2.0;
else
if (blue == max)
h=((r-g)/c)+4.0;
*hue=(h/6.0);
*chroma=QuantumScale*c;
*luma=QuantumScale*(0.298839*r+0.586811*g+0.114350*b);
}
static MagickBooleanType CompositeOverImage(Image *image,
const Image *source_image,const MagickBooleanType clip_to_self,
const ssize_t x_offset,const ssize_t y_offset,ExceptionInfo *exception)
{
#define CompositeImageTag "Composite/Image"
CacheView
*image_view,
*source_view;
const char
*value;
MagickBooleanType
clamp,
status;
MagickOffsetType
progress;
ssize_t
y;
/*
Composite image.
*/
status=MagickTrue;
progress=0;
clamp=MagickTrue;
value=GetImageArtifact(image,"compose:clamp");
if (value != (const char *) NULL)
clamp=IsStringTrue(value);
status=MagickTrue;
progress=0;
source_view=AcquireVirtualCacheView(source_image,exception);
image_view=AcquireAuthenticCacheView(image,exception);
#if defined(MAGICKCORE_OPENMP_SUPPORT)
#pragma omp parallel for schedule(static) shared(progress,status) \
magick_number_threads(source_image,image,image->rows,1)
#endif
for (y=0; y < (ssize_t) image->rows; y++)
{
const Quantum
*pixels;
PixelInfo
canvas_pixel,
source_pixel;
register const Quantum
*magick_restrict p;
register Quantum
*magick_restrict q;
register ssize_t
x;
if (status == MagickFalse)
continue;
if (clip_to_self != MagickFalse)
{
if (y < y_offset)
continue;
if ((y-y_offset) >= (ssize_t) source_image->rows)
continue;
}
/*
If pixels is NULL, y is outside overlay region.
*/
pixels=(Quantum *) NULL;
p=(Quantum *) NULL;
if ((y >= y_offset) && ((y-y_offset) < (ssize_t) source_image->rows))
{
p=GetCacheViewVirtualPixels(source_view,0,y-y_offset,
source_image->columns,1,exception);
if (p == (const Quantum *) NULL)
{
status=MagickFalse;
continue;
}
pixels=p;
if (x_offset < 0)
p-=x_offset*GetPixelChannels(source_image);
}
q=GetCacheViewAuthenticPixels(image_view,0,y,image->columns,1,exception);
if (q == (Quantum *) NULL)
{
status=MagickFalse;
continue;
}
GetPixelInfo(image,&canvas_pixel);
GetPixelInfo(source_image,&source_pixel);
for (x=0; x < (ssize_t) image->columns; x++)
{
double
gamma;
MagickRealType
alpha,
Da,
Dc,
Dca,
Sa,
Sc,
Sca;
register ssize_t
i;
size_t
channels;
if (clip_to_self != MagickFalse)
{
if (x < x_offset)
{
q+=GetPixelChannels(image);
continue;
}
if ((x-x_offset) >= (ssize_t) source_image->columns)
break;
}
if ((pixels == (Quantum *) NULL) || (x < x_offset) ||
((x-x_offset) >= (ssize_t) source_image->columns))
{
Quantum
source[MaxPixelChannels];
/*
Virtual composite:
Sc: source color.
Dc: canvas color.
*/
(void) GetOneVirtualPixel(source_image,x-x_offset,y-y_offset,source,
exception);
for (i=0; i < (ssize_t) GetPixelChannels(image); i++)
{
MagickRealType
pixel;
PixelChannel channel = GetPixelChannelChannel(image,i);
PixelTrait traits = GetPixelChannelTraits(image,channel);
PixelTrait source_traits=GetPixelChannelTraits(source_image,
channel);
if ((traits == UndefinedPixelTrait) ||
(source_traits == UndefinedPixelTrait))
continue;
if (channel == AlphaPixelChannel)
pixel=(MagickRealType) TransparentAlpha;
else
pixel=(MagickRealType) q[i];
q[i]=clamp != MagickFalse ? ClampPixel(pixel) :
ClampToQuantum(pixel);
}
q+=GetPixelChannels(image);
continue;
}
/*
Authentic composite:
Sa: normalized source alpha.
Da: normalized canvas alpha.
*/
Sa=QuantumScale*GetPixelAlpha(source_image,p);
Da=QuantumScale*GetPixelAlpha(image,q);
alpha=Sa+Da-Sa*Da;
for (i=0; i < (ssize_t) GetPixelChannels(image); i++)
{
MagickRealType
pixel;
PixelChannel channel = GetPixelChannelChannel(image,i);
PixelTrait traits = GetPixelChannelTraits(image,channel);
PixelTrait source_traits=GetPixelChannelTraits(source_image,channel);
if (traits == UndefinedPixelTrait)
continue;
if ((source_traits == UndefinedPixelTrait) &&
(channel != AlphaPixelChannel))
continue;
if (channel == AlphaPixelChannel)
{
/*
Set alpha channel.
*/
pixel=QuantumRange*alpha;
q[i]=clamp != MagickFalse ? ClampPixel(pixel) :
ClampToQuantum(pixel);
continue;
}
/*
Sc: source color.
Dc: canvas color.
*/
Sc=(MagickRealType) GetPixelChannel(source_image,channel,p);
Dc=(MagickRealType) q[i];
if ((traits & CopyPixelTrait) != 0)
{
/*
Copy channel.
*/
q[i]=ClampToQuantum(Sc);
continue;
}
/*
Porter-Duff compositions:
Sca: source normalized color multiplied by alpha.
Dca: normalized canvas color multiplied by alpha.
*/
Sca=QuantumScale*Sa*Sc;
Dca=QuantumScale*Da*Dc;
gamma=PerceptibleReciprocal(alpha);
pixel=QuantumRange*gamma*(Sca+Dca*(1.0-Sa));
q[i]=clamp != MagickFalse ? ClampPixel(pixel) : ClampToQuantum(pixel);
}
p+=GetPixelChannels(source_image);
channels=GetPixelChannels(source_image);
if (p >= (pixels+channels*source_image->columns))
p=pixels;
q+=GetPixelChannels(image);
}
if (SyncCacheViewAuthenticPixels(image_view,exception) == MagickFalse)
status=MagickFalse;
if (image->progress_monitor != (MagickProgressMonitor) NULL)
{
MagickBooleanType
proceed;
#if defined(MAGICKCORE_OPENMP_SUPPORT)
#pragma omp atomic
#endif
progress++;
proceed=SetImageProgress(image,CompositeImageTag,progress,image->rows);
if (proceed == MagickFalse)
status=MagickFalse;
}
}
source_view=DestroyCacheView(source_view);
image_view=DestroyCacheView(image_view);
return(status);
}
MagickExport MagickBooleanType CompositeImage(Image *image,
const Image *composite,const CompositeOperator compose,
const MagickBooleanType clip_to_self,const ssize_t x_offset,
const ssize_t y_offset,ExceptionInfo *exception)
{
#define CompositeImageTag "Composite/Image"
CacheView
*source_view,
*image_view;
const char
*value;
GeometryInfo
geometry_info;
Image
*canvas_image,
*source_image;
MagickBooleanType
clamp,
status;
MagickOffsetType
progress;
MagickRealType
amount,
canvas_dissolve,
midpoint,
percent_luma,
percent_chroma,
source_dissolve,
threshold;
MagickStatusType
flags;
ssize_t
y;
assert(image != (Image *) NULL);
assert(image->signature == MagickCoreSignature);
if (image->debug != MagickFalse)
(void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename);
assert(composite != (Image *) NULL);
assert(composite->signature == MagickCoreSignature);
if (SetImageStorageClass(image,DirectClass,exception) == MagickFalse)
return(MagickFalse);
source_image=CloneImage(composite,0,0,MagickTrue,exception);
if (source_image == (const Image *) NULL)
return(MagickFalse);
if (IsGrayColorspace(image->colorspace) != MagickFalse)
(void) SetImageColorspace(image,sRGBColorspace,exception);
(void) SetImageColorspace(source_image,image->colorspace,exception);
if ((compose == OverCompositeOp) || (compose == SrcOverCompositeOp))
{
status=CompositeOverImage(image,source_image,clip_to_self,x_offset,
y_offset,exception);
source_image=DestroyImage(source_image);
return(status);
}
amount=0.5;
canvas_image=(Image *) NULL;
canvas_dissolve=1.0;
clamp=MagickTrue;
value=GetImageArtifact(image,"compose:clamp");
if (value != (const char *) NULL)
clamp=IsStringTrue(value);
SetGeometryInfo(&geometry_info);
percent_luma=100.0;
percent_chroma=100.0;
source_dissolve=1.0;
threshold=0.05f;
switch (compose)
{
case CopyCompositeOp:
{
if ((x_offset < 0) || (y_offset < 0))
break;
if ((x_offset+(ssize_t) source_image->columns) > (ssize_t) image->columns)
break;
if ((y_offset+(ssize_t) source_image->rows) > (ssize_t) image->rows)
break;
if ((source_image->alpha_trait == UndefinedPixelTrait) &&
(image->alpha_trait != UndefinedPixelTrait))
(void) SetImageAlphaChannel(source_image,OpaqueAlphaChannel,exception);
status=MagickTrue;
source_view=AcquireVirtualCacheView(source_image,exception);
image_view=AcquireAuthenticCacheView(image,exception);
#if defined(MAGICKCORE_OPENMP_SUPPORT)
#pragma omp parallel for schedule(static) shared(status) \
magick_number_threads(source_image,image,source_image->rows,1)
#endif
for (y=0; y < (ssize_t) source_image->rows; y++)
{
MagickBooleanType
sync;
register const Quantum
*p;
register Quantum
*q;
register ssize_t
x;
if (status == MagickFalse)
continue;
p=GetCacheViewVirtualPixels(source_view,0,y,source_image->columns,1,
exception);
q=GetCacheViewAuthenticPixels(image_view,x_offset,y+y_offset,
source_image->columns,1,exception);
if ((p == (const Quantum *) NULL) || (q == (Quantum *) NULL))
{
status=MagickFalse;
continue;
}
for (x=0; x < (ssize_t) source_image->columns; x++)
{
register ssize_t
i;
if (GetPixelReadMask(source_image,p) <= (QuantumRange/2))
{
p+=GetPixelChannels(source_image);
q+=GetPixelChannels(image);
continue;
}
for (i=0; i < (ssize_t) GetPixelChannels(source_image); i++)
{
PixelChannel channel = GetPixelChannelChannel(source_image,i);
PixelTrait source_traits = GetPixelChannelTraits(source_image,
channel);
PixelTrait traits = GetPixelChannelTraits(image,channel);
if ((source_traits == UndefinedPixelTrait) ||
(traits == UndefinedPixelTrait))
continue;
SetPixelChannel(image,channel,p[i],q);
}
p+=GetPixelChannels(source_image);
q+=GetPixelChannels(image);
}
sync=SyncCacheViewAuthenticPixels(image_view,exception);
if (sync == MagickFalse)
status=MagickFalse;
if (image->progress_monitor != (MagickProgressMonitor) NULL)
{
MagickBooleanType
proceed;
proceed=SetImageProgress(image,CompositeImageTag,(MagickOffsetType)
y,image->rows);
if (proceed == MagickFalse)
status=MagickFalse;
}
}
source_view=DestroyCacheView(source_view);
image_view=DestroyCacheView(image_view);
source_image=DestroyImage(source_image);
return(status);
}
case IntensityCompositeOp:
{
if ((x_offset < 0) || (y_offset < 0))
break;
if ((x_offset+(ssize_t) source_image->columns) > (ssize_t) image->columns)
break;
if ((y_offset+(ssize_t) source_image->rows) > (ssize_t) image->rows)
break;
status=MagickTrue;
source_view=AcquireVirtualCacheView(source_image,exception);
image_view=AcquireAuthenticCacheView(image,exception);
#if defined(MAGICKCORE_OPENMP_SUPPORT)
#pragma omp parallel for schedule(static) shared(status) \
magick_number_threads(source_image,image,source_image->rows,1)
#endif
for (y=0; y < (ssize_t) source_image->rows; y++)
{
MagickBooleanType
sync;
register const Quantum
*p;
register Quantum
*q;
register ssize_t
x;
if (status == MagickFalse)
continue;
p=GetCacheViewVirtualPixels(source_view,0,y,source_image->columns,1,
exception);
q=GetCacheViewAuthenticPixels(image_view,x_offset,y+y_offset,
source_image->columns,1,exception);
if ((p == (const Quantum *) NULL) || (q == (Quantum *) NULL))
{
status=MagickFalse;
continue;
}
for (x=0; x < (ssize_t) source_image->columns; x++)
{
if (GetPixelReadMask(source_image,p) <= (QuantumRange/2))
{
p+=GetPixelChannels(source_image);
q+=GetPixelChannels(image);
continue;
}
SetPixelAlpha(image,clamp != MagickFalse ?
ClampPixel(GetPixelIntensity(source_image,p)) :
ClampToQuantum(GetPixelIntensity(source_image,p)),q);
p+=GetPixelChannels(source_image);
q+=GetPixelChannels(image);
}
sync=SyncCacheViewAuthenticPixels(image_view,exception);
if (sync == MagickFalse)
status=MagickFalse;
if (image->progress_monitor != (MagickProgressMonitor) NULL)
{
MagickBooleanType
proceed;
proceed=SetImageProgress(image,CompositeImageTag,(MagickOffsetType)
y,image->rows);
if (proceed == MagickFalse)
status=MagickFalse;
}
}
source_view=DestroyCacheView(source_view);
image_view=DestroyCacheView(image_view);
source_image=DestroyImage(source_image);
return(status);
}
case CopyAlphaCompositeOp:
case ChangeMaskCompositeOp:
{
/*
Modify canvas outside the overlaid region and require an alpha
channel to exist, to add transparency.
*/
if (image->alpha_trait == UndefinedPixelTrait)
(void) SetImageAlphaChannel(image,OpaqueAlphaChannel,exception);
break;
}
case BlurCompositeOp:
{
CacheView
*canvas_view;
MagickRealType
angle_range,
angle_start,
height,
width;
PixelInfo
pixel;
ResampleFilter
*resample_filter;
SegmentInfo
blur;
/*
Blur Image by resampling.
Blur Image dictated by an overlay gradient map: X = red_channel;
Y = green_channel; compose:args = x_scale[,y_scale[,angle]].
*/
canvas_image=CloneImage(image,0,0,MagickTrue,
exception);
if (canvas_image == (Image *) NULL)
{
source_image=DestroyImage(source_image);
return(MagickFalse);
}
/*
Gather the maximum blur sigma values from user.
*/
flags=NoValue;
value=GetImageArtifact(image,"compose:args");
if (value != (const char *) NULL)
flags=ParseGeometry(value,&geometry_info);
if ((flags & WidthValue) == 0)
{
(void) ThrowMagickException(exception,GetMagickModule(),OptionWarning,
"InvalidSetting","'%s' '%s'","compose:args",value);
source_image=DestroyImage(source_image);
canvas_image=DestroyImage(canvas_image);
return(MagickFalse);
}
/*
Users input sigma now needs to be converted to the EWA ellipse size.
The filter defaults to a sigma of 0.5 so to make this match the
users input the ellipse size needs to be doubled.
*/
width=height=geometry_info.rho*2.0;
if ((flags & HeightValue) != 0 )
height=geometry_info.sigma*2.0;
/*
Default the unrotated ellipse width and height axis vectors.
*/
blur.x1=width;
blur.x2=0.0;
blur.y1=0.0;
blur.y2=height;
/* rotate vectors if a rotation angle is given */
if ((flags & XValue) != 0 )
{
MagickRealType
angle;
angle=DegreesToRadians(geometry_info.xi);
blur.x1=width*cos(angle);
blur.x2=width*sin(angle);
blur.y1=(-height*sin(angle));
blur.y2=height*cos(angle);
}
/* Otherwise lets set a angle range and calculate in the loop */
angle_start=0.0;
angle_range=0.0;
if ((flags & YValue) != 0 )
{
angle_start=DegreesToRadians(geometry_info.xi);
angle_range=DegreesToRadians(geometry_info.psi)-angle_start;
}
/*
Set up a gaussian cylindrical filter for EWA Bluring.
As the minimum ellipse radius of support*1.0 the EWA algorithm
can only produce a minimum blur of 0.5 for Gaussian (support=2.0)
This means that even 'No Blur' will be still a little blurry!
The solution (as well as the problem of preventing any user
expert filter settings, is to set our own user settings, then
restore them afterwards.
*/
resample_filter=AcquireResampleFilter(image,exception);
SetResampleFilter(resample_filter,GaussianFilter);
/* do the variable blurring of each pixel in image */
GetPixelInfo(image,&pixel);
source_view=AcquireVirtualCacheView(source_image,exception);
canvas_view=AcquireAuthenticCacheView(canvas_image,exception);
for (y=0; y < (ssize_t) source_image->rows; y++)
{
MagickBooleanType
sync;
register const Quantum
*magick_restrict p;
register Quantum
*magick_restrict q;
register ssize_t
x;
if (((y+y_offset) < 0) || ((y+y_offset) >= (ssize_t) image->rows))
continue;
p=GetCacheViewVirtualPixels(source_view,0,y,source_image->columns,1,
exception);
q=QueueCacheViewAuthenticPixels(canvas_view,0,y,canvas_image->columns,1,
exception);
if ((p == (const Quantum *) NULL) || (q == (Quantum *) NULL))
break;
for (x=0; x < (ssize_t) source_image->columns; x++)
{
if (((x_offset+x) < 0) || ((x_offset+x) >= (ssize_t) image->columns))
{
p+=GetPixelChannels(source_image);
continue;
}
if (fabs((double) angle_range) > MagickEpsilon)
{
MagickRealType
angle;
angle=angle_start+angle_range*QuantumScale*
GetPixelBlue(source_image,p);
blur.x1=width*cos(angle);
blur.x2=width*sin(angle);
blur.y1=(-height*sin(angle));
blur.y2=height*cos(angle);
}
#if 0
if ( x == 10 && y == 60 ) {
(void) fprintf(stderr, "blur.x=%lf,%lf, blur.y=%lf,%lf\n",blur.x1,
blur.x2,blur.y1, blur.y2);
(void) fprintf(stderr, "scaled by=%lf,%lf\n",QuantumScale*
GetPixelRed(p),QuantumScale*GetPixelGreen(p));
#endif
ScaleResampleFilter(resample_filter,
blur.x1*QuantumScale*GetPixelRed(source_image,p),
blur.y1*QuantumScale*GetPixelGreen(source_image,p),
blur.x2*QuantumScale*GetPixelRed(source_image,p),
blur.y2*QuantumScale*GetPixelGreen(source_image,p) );
(void) ResamplePixelColor(resample_filter,(double) x_offset+x,
(double) y_offset+y,&pixel,exception);
SetPixelViaPixelInfo(canvas_image,&pixel,q);
p+=GetPixelChannels(source_image);
q+=GetPixelChannels(canvas_image);
}
sync=SyncCacheViewAuthenticPixels(canvas_view,exception);
if (sync == MagickFalse)
break;
}
resample_filter=DestroyResampleFilter(resample_filter);
source_view=DestroyCacheView(source_view);
canvas_view=DestroyCacheView(canvas_view);
source_image=DestroyImage(source_image);
source_image=canvas_image;
break;
}
case DisplaceCompositeOp:
case DistortCompositeOp:
{
CacheView
*canvas_view;
MagickRealType
horizontal_scale,
vertical_scale;
PixelInfo
pixel;
PointInfo
center,
offset;
/*
Displace/Distort based on overlay gradient map:
X = red_channel; Y = green_channel;
compose:args = x_scale[,y_scale[,center.x,center.y]]
*/
canvas_image=CloneImage(image,0,0,MagickTrue,
exception);
if (canvas_image == (Image *) NULL)
{
source_image=DestroyImage(source_image);
return(MagickFalse);
}
SetGeometryInfo(&geometry_info);
flags=NoValue;
value=GetImageArtifact(image,"compose:args");
if (value != (char *) NULL)
flags=ParseGeometry(value,&geometry_info);
if ((flags & (WidthValue | HeightValue)) == 0 )
{
if ((flags & AspectValue) == 0)
{
horizontal_scale=(MagickRealType) (source_image->columns-1)/2.0;
vertical_scale=(MagickRealType) (source_image->rows-1)/2.0;
}
else
{
horizontal_scale=(MagickRealType) (image->columns-1)/2.0;
vertical_scale=(MagickRealType) (image->rows-1)/2.0;
}
}
else
{
horizontal_scale=geometry_info.rho;
vertical_scale=geometry_info.sigma;
if ((flags & PercentValue) != 0)
{
if ((flags & AspectValue) == 0)
{
horizontal_scale*=(source_image->columns-1)/200.0;
vertical_scale*=(source_image->rows-1)/200.0;
}
else
{
horizontal_scale*=(image->columns-1)/200.0;
vertical_scale*=(image->rows-1)/200.0;
}
}
if ((flags & HeightValue) == 0)
vertical_scale=horizontal_scale;
}
/*
Determine fixed center point for absolute distortion map
Absolute distort ==
Displace offset relative to a fixed absolute point
Select that point according to +X+Y user inputs.
default = center of overlay image
arg flag '!' = locations/percentage relative to background image
*/
center.x=(MagickRealType) x_offset;
center.y=(MagickRealType) y_offset;
if (compose == DistortCompositeOp)
{
if ((flags & XValue) == 0)
if ((flags & AspectValue) != 0)
center.x=(MagickRealType) ((image->columns-1)/2.0);
else
center.x=(MagickRealType) (x_offset+(source_image->columns-1)/
2.0);
else
if ((flags & AspectValue) != 0)
center.x=geometry_info.xi;
else
center.x=(MagickRealType) (x_offset+geometry_info.xi);
if ((flags & YValue) == 0)
if ((flags & AspectValue) != 0)
center.y=(MagickRealType) ((image->rows-1)/2.0);
else
center.y=(MagickRealType) (y_offset+(source_image->rows-1)/2.0);
else
if ((flags & AspectValue) != 0)
center.y=geometry_info.psi;
else
center.y=(MagickRealType) (y_offset+geometry_info.psi);
}
/*
Shift the pixel offset point as defined by the provided,
displacement/distortion map. -- Like a lens...
*/
GetPixelInfo(image,&pixel);
image_view=AcquireVirtualCacheView(image,exception);
source_view=AcquireVirtualCacheView(source_image,exception);
canvas_view=AcquireAuthenticCacheView(canvas_image,exception);
for (y=0; y < (ssize_t) source_image->rows; y++)
{
MagickBooleanType
sync;
register const Quantum
*magick_restrict p;
register Quantum
*magick_restrict q;
register ssize_t
x;
if (((y+y_offset) < 0) || ((y+y_offset) >= (ssize_t) image->rows))
continue;
p=GetCacheViewVirtualPixels(source_view,0,y,source_image->columns,1,
exception);
q=QueueCacheViewAuthenticPixels(canvas_view,0,y,canvas_image->columns,1,
exception);
if ((p == (const Quantum *) NULL) || (q == (Quantum *) NULL))
break;
for (x=0; x < (ssize_t) source_image->columns; x++)
{
if (((x_offset+x) < 0) || ((x_offset+x) >= (ssize_t) image->columns))
{
p+=GetPixelChannels(source_image);
continue;
}
/*
Displace the offset.
*/
offset.x=(double) (horizontal_scale*(GetPixelRed(source_image,p)-
(((MagickRealType) QuantumRange+1.0)/2.0)))/(((MagickRealType)
QuantumRange+1.0)/2.0)+center.x+((compose == DisplaceCompositeOp) ?
x : 0);
offset.y=(double) (vertical_scale*(GetPixelGreen(source_image,p)-
(((MagickRealType) QuantumRange+1.0)/2.0)))/(((MagickRealType)
QuantumRange+1.0)/2.0)+center.y+((compose == DisplaceCompositeOp) ?
y : 0);
status=InterpolatePixelInfo(image,image_view,
UndefinedInterpolatePixel,(double) offset.x,(double) offset.y,
&pixel,exception);
if (status == MagickFalse)
break;
/*
Mask with the 'invalid pixel mask' in alpha channel.
*/
pixel.alpha=(MagickRealType) QuantumRange*(QuantumScale*pixel.alpha)*
(QuantumScale*GetPixelAlpha(source_image,p));
SetPixelViaPixelInfo(canvas_image,&pixel,q);
p+=GetPixelChannels(source_image);
q+=GetPixelChannels(canvas_image);
}
if (x < (ssize_t) source_image->columns)
break;
sync=SyncCacheViewAuthenticPixels(canvas_view,exception);
if (sync == MagickFalse)
break;
}
canvas_view=DestroyCacheView(canvas_view);
source_view=DestroyCacheView(source_view);
image_view=DestroyCacheView(image_view);
source_image=DestroyImage(source_image);
source_image=canvas_image;
break;
}
case DissolveCompositeOp:
{
/*
Geometry arguments to dissolve factors.
*/
value=GetImageArtifact(image,"compose:args");
if (value != (char *) NULL)
{
flags=ParseGeometry(value,&geometry_info);
source_dissolve=geometry_info.rho/100.0;
canvas_dissolve=1.0;
if ((source_dissolve-MagickEpsilon) < 0.0)
source_dissolve=0.0;
if ((source_dissolve+MagickEpsilon) > 1.0)
{
canvas_dissolve=2.0-source_dissolve;
source_dissolve=1.0;
}
if ((flags & SigmaValue) != 0)
canvas_dissolve=geometry_info.sigma/100.0;
if ((canvas_dissolve-MagickEpsilon) < 0.0)
canvas_dissolve=0.0;
}
break;
}
case BlendCompositeOp:
{
value=GetImageArtifact(image,"compose:args");
if (value != (char *) NULL)
{
flags=ParseGeometry(value,&geometry_info);
source_dissolve=geometry_info.rho/100.0;
canvas_dissolve=1.0-source_dissolve;
if ((flags & SigmaValue) != 0)
canvas_dissolve=geometry_info.sigma/100.0;
}
break;
}
case MathematicsCompositeOp:
{
/*
Just collect the values from "compose:args", setting.
Unused values are set to zero automagically.
Arguments are normally a comma separated list, so this probably should
be changed to some 'general comma list' parser, (with a minimum
number of values)
*/
SetGeometryInfo(&geometry_info);
value=GetImageArtifact(image,"compose:args");
if (value != (char *) NULL)
(void) ParseGeometry(value,&geometry_info);
break;
}
case ModulateCompositeOp:
{
/*
Determine the luma and chroma scale.
*/
value=GetImageArtifact(image,"compose:args");
if (value != (char *) NULL)
{
flags=ParseGeometry(value,&geometry_info);
percent_luma=geometry_info.rho;
if ((flags & SigmaValue) != 0)
percent_chroma=geometry_info.sigma;
}
break;
}
case ThresholdCompositeOp:
{
/*
Determine the amount and threshold.
*/
value=GetImageArtifact(image,"compose:args");
if (value != (char *) NULL)
{
flags=ParseGeometry(value,&geometry_info);
amount=geometry_info.rho;
threshold=geometry_info.sigma;
if ((flags & SigmaValue) == 0)
threshold=0.05f;
}
threshold*=QuantumRange;
break;
}
default:
break;
}
/*
Composite image.
*/
status=MagickTrue;
progress=0;
midpoint=((MagickRealType) QuantumRange+1.0)/2;
source_view=AcquireVirtualCacheView(source_image,exception);
image_view=AcquireAuthenticCacheView(image,exception);
#if defined(MAGICKCORE_OPENMP_SUPPORT)
#pragma omp parallel for schedule(static) shared(progress,status) \
magick_number_threads(source_image,image,image->rows,1)
#endif
for (y=0; y < (ssize_t) image->rows; y++)
{
const Quantum
*pixels;
MagickRealType
blue,
chroma,
green,
hue,
luma,
red;
PixelInfo
canvas_pixel,
source_pixel;
register const Quantum
*magick_restrict p;
register Quantum
*magick_restrict q;
register ssize_t
x;
if (status == MagickFalse)
continue;
if (clip_to_self != MagickFalse)
{
if (y < y_offset)
continue;
if ((y-y_offset) >= (ssize_t) source_image->rows)
continue;
}
/*
If pixels is NULL, y is outside overlay region.
*/
pixels=(Quantum *) NULL;
p=(Quantum *) NULL;
if ((y >= y_offset) && ((y-y_offset) < (ssize_t) source_image->rows))
{
p=GetCacheViewVirtualPixels(source_view,0,y-y_offset,
source_image->columns,1,exception);
if (p == (const Quantum *) NULL)
{
status=MagickFalse;
continue;
}
pixels=p;
if (x_offset < 0)
p-=x_offset*GetPixelChannels(source_image);
}
q=GetCacheViewAuthenticPixels(image_view,0,y,image->columns,1,exception);
if (q == (Quantum *) NULL)
{
status=MagickFalse;
continue;
}
hue=0.0;
chroma=0.0;
luma=0.0;
GetPixelInfo(image,&canvas_pixel);
GetPixelInfo(source_image,&source_pixel);
for (x=0; x < (ssize_t) image->columns; x++)
{
double
gamma;
MagickRealType
alpha,
Da,
Dc,
Dca,
DcaDa,
Sa,
SaSca,
Sc,
Sca;
register ssize_t
i;
size_t
channels;
if (clip_to_self != MagickFalse)
{
if (x < x_offset)
{
q+=GetPixelChannels(image);
continue;
}
if ((x-x_offset) >= (ssize_t) source_image->columns)
break;
}
if ((pixels == (Quantum *) NULL) || (x < x_offset) ||
((x-x_offset) >= (ssize_t) source_image->columns))
{
Quantum
source[MaxPixelChannels];
/*
Virtual composite:
Sc: source color.
Dc: canvas color.
*/
(void) GetOneVirtualPixel(source_image,x-x_offset,y-y_offset,source,
exception);
for (i=0; i < (ssize_t) GetPixelChannels(image); i++)
{
MagickRealType
pixel;
PixelChannel channel = GetPixelChannelChannel(image,i);
PixelTrait traits = GetPixelChannelTraits(image,channel);
PixelTrait source_traits=GetPixelChannelTraits(source_image,
channel);
if ((traits == UndefinedPixelTrait) ||
(source_traits == UndefinedPixelTrait))
continue;
switch (compose)
{
case AlphaCompositeOp:
case ChangeMaskCompositeOp:
case CopyAlphaCompositeOp:
case DstAtopCompositeOp:
case DstInCompositeOp:
case InCompositeOp:
case OutCompositeOp:
case SrcInCompositeOp:
case SrcOutCompositeOp:
{
if (channel == AlphaPixelChannel)
pixel=(MagickRealType) TransparentAlpha;
else
pixel=(MagickRealType) q[i];
break;
}
case ClearCompositeOp:
case CopyCompositeOp:
case ReplaceCompositeOp:
case SrcCompositeOp:
{
if (channel == AlphaPixelChannel)
pixel=(MagickRealType) TransparentAlpha;
else
pixel=0.0;
break;
}
case BlendCompositeOp:
case DissolveCompositeOp:
{
if (channel == AlphaPixelChannel)
pixel=canvas_dissolve*GetPixelAlpha(source_image,source);
else
pixel=(MagickRealType) source[channel];
break;
}
default:
{
pixel=(MagickRealType) source[channel];
break;
}
}
q[i]=clamp != MagickFalse ? ClampPixel(pixel) :
ClampToQuantum(pixel);
}
q+=GetPixelChannels(image);
continue;
}
/*
Authentic composite:
Sa: normalized source alpha.
Da: normalized canvas alpha.
*/
Sa=QuantumScale*GetPixelAlpha(source_image,p);
Da=QuantumScale*GetPixelAlpha(image,q);
switch (compose)
{
case BumpmapCompositeOp:
{
alpha=GetPixelIntensity(source_image,p)*Sa;
break;
}
case ColorBurnCompositeOp:
case ColorDodgeCompositeOp:
case DarkenCompositeOp:
case DifferenceCompositeOp:
case DivideDstCompositeOp:
case DivideSrcCompositeOp:
case ExclusionCompositeOp:
case HardLightCompositeOp:
case HardMixCompositeOp:
case LinearBurnCompositeOp:
case LinearDodgeCompositeOp:
case LinearLightCompositeOp:
case LightenCompositeOp:
case MathematicsCompositeOp:
case MinusDstCompositeOp:
case MinusSrcCompositeOp:
case MultiplyCompositeOp:
case OverlayCompositeOp:
case PegtopLightCompositeOp:
case PinLightCompositeOp:
case ScreenCompositeOp:
case SoftLightCompositeOp:
case VividLightCompositeOp:
{
alpha=RoundToUnity(Sa+Da-Sa*Da);
break;
}
case DstAtopCompositeOp:
case DstInCompositeOp:
case InCompositeOp:
case SrcInCompositeOp:
{
alpha=Sa*Da;
break;
}
case DissolveCompositeOp:
{
alpha=source_dissolve*Sa*(-canvas_dissolve*Da)+source_dissolve*Sa+
canvas_dissolve*Da;
break;
}
case DstOverCompositeOp:
case OverCompositeOp:
case SrcOverCompositeOp:
{
alpha=Sa+Da-Sa*Da;
break;
}
case DstOutCompositeOp:
{
alpha=Da*(1.0-Sa);
break;
}
case OutCompositeOp:
case SrcOutCompositeOp:
{
alpha=Sa*(1.0-Da);
break;
}
case BlendCompositeOp:
case PlusCompositeOp:
{
alpha=RoundToUnity(source_dissolve*Sa+canvas_dissolve*Da);
break;
}
case XorCompositeOp:
{
alpha=Sa+Da-2.0*Sa*Da;
break;
}
case ModulusAddCompositeOp:
{
if ((Sa+Da) <= 1.0)
{
alpha=(Sa+Da);
break;
}
alpha=((Sa+Da)-1.0);
break;
}
case ModulusSubtractCompositeOp:
{
if ((Sa-Da) >= 0.0)
{
alpha=(Sa-Da);
break;
}
alpha=((Sa-Da)+1.0);
break;
}
default:
{
alpha=1.0;
break;
}
}
switch (compose)
{
case ColorizeCompositeOp:
case HueCompositeOp:
case LuminizeCompositeOp:
case ModulateCompositeOp:
case SaturateCompositeOp:
{
GetPixelInfoPixel(source_image,p,&source_pixel);
GetPixelInfoPixel(image,q,&canvas_pixel);
break;
}
default:
break;
}
for (i=0; i < (ssize_t) GetPixelChannels(image); i++)
{
MagickRealType
pixel,
sans;
PixelChannel channel = GetPixelChannelChannel(image,i);
PixelTrait traits = GetPixelChannelTraits(image,channel);
PixelTrait source_traits = GetPixelChannelTraits(source_image,channel);
if (traits == UndefinedPixelTrait)
continue;
if ((channel == AlphaPixelChannel) &&
((traits & UpdatePixelTrait) != 0))
{
/*
Set alpha channel.
*/
switch (compose)
{
case AlphaCompositeOp:
{
pixel=QuantumRange*Sa;
break;
}
case AtopCompositeOp:
case CopyBlackCompositeOp:
case CopyBlueCompositeOp:
case CopyCyanCompositeOp:
case CopyGreenCompositeOp:
case CopyMagentaCompositeOp:
case CopyRedCompositeOp:
case CopyYellowCompositeOp:
case SrcAtopCompositeOp:
case DstCompositeOp:
case NoCompositeOp:
{
pixel=QuantumRange*Da;
break;
}
case ChangeMaskCompositeOp:
{
MagickBooleanType
equivalent;
if (Da < 0.5)
{
pixel=(MagickRealType) TransparentAlpha;
break;
}
equivalent=IsFuzzyEquivalencePixel(source_image,p,image,q);
if (equivalent != MagickFalse)
pixel=(MagickRealType) TransparentAlpha;
else
pixel=(MagickRealType) OpaqueAlpha;
break;
}
case ClearCompositeOp:
{
pixel=(MagickRealType) TransparentAlpha;
break;
}
case ColorizeCompositeOp:
case HueCompositeOp:
case LuminizeCompositeOp:
case SaturateCompositeOp:
{
if (fabs((double) (QuantumRange*Sa-TransparentAlpha)) < MagickEpsilon)
{
pixel=QuantumRange*Da;
break;
}
if (fabs((double) (QuantumRange*Da-TransparentAlpha)) < MagickEpsilon)
{
pixel=QuantumRange*Sa;
break;
}
if (Sa < Da)
{
pixel=QuantumRange*Da;
break;
}
pixel=QuantumRange*Sa;
break;
}
case CopyAlphaCompositeOp:
{
if (source_image->alpha_trait == UndefinedPixelTrait)
pixel=GetPixelIntensity(source_image,p);
else
pixel=QuantumRange*Sa;
break;
}
case CopyCompositeOp:
case DisplaceCompositeOp:
case DistortCompositeOp:
case DstAtopCompositeOp:
case ReplaceCompositeOp:
case SrcCompositeOp:
{
pixel=QuantumRange*Sa;
break;
}
case DarkenIntensityCompositeOp:
{
pixel=Sa*GetPixelIntensity(source_image,p) <
Da*GetPixelIntensity(image,q) ? Sa : Da;
break;
}
case DifferenceCompositeOp:
{
pixel=QuantumRange*fabs(Sa-Da);
break;
}
case LightenIntensityCompositeOp:
{
pixel=Sa*GetPixelIntensity(source_image,p) >
Da*GetPixelIntensity(image,q) ? Sa : Da;
break;
}
case ModulateCompositeOp:
{
pixel=QuantumRange*Da;
break;
}
case MultiplyCompositeOp:
{
pixel=QuantumRange*Sa*Da;
break;
}
case StereoCompositeOp:
{
pixel=QuantumRange*(Sa+Da)/2;
break;
}
default:
{
pixel=QuantumRange*alpha;
break;
}
}
q[i]=clamp != MagickFalse ? ClampPixel(pixel) :
ClampToQuantum(pixel);
continue;
}
if (source_traits == UndefinedPixelTrait)
continue;
/*
Sc: source color.
Dc: canvas color.
*/
Sc=(MagickRealType) GetPixelChannel(source_image,channel,p);
Dc=(MagickRealType) q[i];
if ((traits & CopyPixelTrait) != 0)
{
/*
Copy channel.
*/
q[i]=ClampToQuantum(Dc);
continue;
}
/*
Porter-Duff compositions:
Sca: source normalized color multiplied by alpha.
Dca: normalized canvas color multiplied by alpha.
*/
Sca=QuantumScale*Sa*Sc;
Dca=QuantumScale*Da*Dc;
SaSca=Sa*PerceptibleReciprocal(Sca);
DcaDa=Dca*PerceptibleReciprocal(Da);
switch (compose)
{
case DarkenCompositeOp:
case LightenCompositeOp:
case ModulusSubtractCompositeOp:
{
gamma=PerceptibleReciprocal(1.0-alpha);
break;
}
default:
{
gamma=PerceptibleReciprocal(alpha);
break;
}
}
pixel=Dc;
switch (compose)
{
case AlphaCompositeOp:
{
pixel=QuantumRange*Sa;
break;
}
case AtopCompositeOp:
case SrcAtopCompositeOp:
{
pixel=QuantumRange*(Sca*Da+Dca*(1.0-Sa));
break;
}
case BlendCompositeOp:
{
pixel=gamma*(source_dissolve*Sa*Sc+canvas_dissolve*Da*Dc);
break;
}
case BlurCompositeOp:
case CopyCompositeOp:
case ReplaceCompositeOp:
case SrcCompositeOp:
{
pixel=QuantumRange*Sca;
break;
}
case DisplaceCompositeOp:
case DistortCompositeOp:
{
pixel=Sc;
break;
}
case BumpmapCompositeOp:
{
if (fabs((double) (QuantumRange*Sa-TransparentAlpha)) < MagickEpsilon)
{
pixel=Dc;
break;
}
pixel=QuantumScale*GetPixelIntensity(source_image,p)*Dc;
break;
}
case ChangeMaskCompositeOp:
{
pixel=Dc;
break;
}
case ClearCompositeOp:
{
pixel=0.0;
break;
}
case ColorBurnCompositeOp:
{
if ((Sca == 0.0) && (Dca == Da))
{
pixel=QuantumRange*gamma*(Sa*Da+Dca*(1.0-Sa));
break;
}
if (Sca == 0.0)
{
pixel=QuantumRange*gamma*(Dca*(1.0-Sa));
break;
}
pixel=QuantumRange*gamma*(Sa*Da-Sa*Da*MagickMin(1.0,(1.0-DcaDa)*
SaSca)+Sca*(1.0-Da)+Dca*(1.0-Sa));
break;
}
case ColorDodgeCompositeOp:
{
if ((Sca*Da+Dca*Sa) >= Sa*Da)
pixel=QuantumRange*gamma*(Sa*Da+Sca*(1.0-Da)+Dca*(1.0-Sa));
else
pixel=QuantumRange*gamma*(Dca*Sa*Sa*PerceptibleReciprocal(Sa-Sca)+
Sca*(1.0-Da)+Dca*(1.0-Sa));
break;
}
case ColorizeCompositeOp:
{
if (fabs((double) (QuantumRange*Sa-TransparentAlpha)) < MagickEpsilon)
{
pixel=Dc;
break;
}
if (fabs((double) (QuantumRange*Da-TransparentAlpha)) < MagickEpsilon)
{
pixel=Sc;
break;
}
CompositeHCL(canvas_pixel.red,canvas_pixel.green,canvas_pixel.blue,
&sans,&sans,&luma);
CompositeHCL(source_pixel.red,source_pixel.green,source_pixel.blue,
&hue,&chroma,&sans);
HCLComposite(hue,chroma,luma,&red,&green,&blue);
switch (channel)
{
case RedPixelChannel: pixel=red; break;
case GreenPixelChannel: pixel=green; break;
case BluePixelChannel: pixel=blue; break;
default: pixel=Dc; break;
}
break;
}
case CopyAlphaCompositeOp:
{
pixel=Dc;
break;
}
case CopyBlackCompositeOp:
{
if (channel == BlackPixelChannel)
pixel=(MagickRealType) GetPixelBlack(source_image,p);
break;
}
case CopyBlueCompositeOp:
case CopyYellowCompositeOp:
{
if (channel == BluePixelChannel)
pixel=(MagickRealType) GetPixelBlue(source_image,p);
break;
}
case CopyGreenCompositeOp:
case CopyMagentaCompositeOp:
{
if (channel == GreenPixelChannel)
pixel=(MagickRealType) GetPixelGreen(source_image,p);
break;
}
case CopyRedCompositeOp:
case CopyCyanCompositeOp:
{
if (channel == RedPixelChannel)
pixel=(MagickRealType) GetPixelRed(source_image,p);
break;
}
case DarkenCompositeOp:
{
/*
Darken is equivalent to a 'Minimum' method
OR a greyscale version of a binary 'Or'
OR the 'Intersection' of pixel sets.
*/
if ((Sca*Da) < (Dca*Sa))
{
pixel=QuantumRange*(Sca+Dca*(1.0-Sa));
break;
}
pixel=QuantumRange*(Dca+Sca*(1.0-Da));
break;
}
case DarkenIntensityCompositeOp:
{
pixel=Sa*GetPixelIntensity(source_image,p) <
Da*GetPixelIntensity(image,q) ? Sc : Dc;
break;
}
case DifferenceCompositeOp:
{
pixel=QuantumRange*gamma*(Sca+Dca-2.0*MagickMin(Sca*Da,Dca*Sa));
break;
}
case DissolveCompositeOp:
{
pixel=gamma*(source_dissolve*Sa*Sc-source_dissolve*Sa*
canvas_dissolve*Da*Dc+canvas_dissolve*Da*Dc);
break;
}
case DivideDstCompositeOp:
{
if ((fabs((double) Sca) < MagickEpsilon) &&
(fabs((double) Dca) < MagickEpsilon))
{
pixel=QuantumRange*gamma*(Sca*(1.0-Da)+Dca*(1.0-Sa));
break;
}
if (fabs((double) Dca) < MagickEpsilon)
{
pixel=QuantumRange*gamma*(Sa*Da+Sca*(1.0-Da)+Dca*(1.0-Sa));
break;
}
pixel=QuantumRange*gamma*(Sca*Da*Da/Dca+Sca*(1.0-Da)+Dca*(1.0-Sa));
break;
}
case DivideSrcCompositeOp:
{
if ((fabs((double) Dca) < MagickEpsilon) &&
(fabs((double) Sca) < MagickEpsilon))
{
pixel=QuantumRange*gamma*(Dca*(1.0-Sa)+Sca*(1.0-Da));
break;
}
if (fabs((double) Sca) < MagickEpsilon)
{
pixel=QuantumRange*gamma*(Da*Sa+Dca*(1.0-Sa)+Sca*(1.0-Da));
break;
}
pixel=QuantumRange*gamma*(Dca*Sa*SaSca+Dca*(1.0-Sa)+Sca*(1.0-Da));
break;
}
case DstAtopCompositeOp:
{
pixel=QuantumRange*(Dca*Sa+Sca*(1.0-Da));
break;
}
case DstCompositeOp:
case NoCompositeOp:
{
pixel=QuantumRange*Dca;
break;
}
case DstInCompositeOp:
{
pixel=QuantumRange*(Dca*Sa);
break;
}
case DstOutCompositeOp:
{
pixel=QuantumRange*(Dca*(1.0-Sa));
break;
}
case DstOverCompositeOp:
{
pixel=QuantumRange*gamma*(Dca+Sca*(1.0-Da));
break;
}
case ExclusionCompositeOp:
{
pixel=QuantumRange*gamma*(Sca*Da+Dca*Sa-2.0*Sca*Dca+Sca*(1.0-Da)+
Dca*(1.0-Sa));
break;
}
case HardLightCompositeOp:
{
if ((2.0*Sca) < Sa)
{
pixel=QuantumRange*gamma*(2.0*Sca*Dca+Sca*(1.0-Da)+Dca*(1.0-
Sa));
break;
}
pixel=QuantumRange*gamma*(Sa*Da-2.0*(Da-Dca)*(Sa-Sca)+Sca*(1.0-Da)+
Dca*(1.0-Sa));
break;
}
case HardMixCompositeOp:
{
pixel=gamma*(((Sca+Dca) < 1.0) ? 0.0 : QuantumRange);
break;
}
case HueCompositeOp:
{
if (fabs((double) (QuantumRange*Sa-TransparentAlpha)) < MagickEpsilon)
{
pixel=Dc;
break;
}
if (fabs((double) (QuantumRange*Da-TransparentAlpha)) < MagickEpsilon)
{
pixel=Sc;
break;
}
CompositeHCL(canvas_pixel.red,canvas_pixel.green,canvas_pixel.blue,
&hue,&chroma,&luma);
CompositeHCL(source_pixel.red,source_pixel.green,source_pixel.blue,
&hue,&sans,&sans);
HCLComposite(hue,chroma,luma,&red,&green,&blue);
switch (channel)
{
case RedPixelChannel: pixel=red; break;
case GreenPixelChannel: pixel=green; break;
case BluePixelChannel: pixel=blue; break;
default: pixel=Dc; break;
}
break;
}
case InCompositeOp:
case SrcInCompositeOp:
{
pixel=QuantumRange*(Sca*Da);
break;
}
case LinearBurnCompositeOp:
{
/*
LinearBurn: as defined by Abode Photoshop, according to
http://www.simplefilter.de/en/basics/mixmods.html is:
f(Sc,Dc) = Sc + Dc - 1
*/
pixel=QuantumRange*gamma*(Sca+Dca-Sa*Da);
break;
}
case LinearDodgeCompositeOp:
{
pixel=gamma*(Sa*Sc+Da*Dc);
break;
}
case LinearLightCompositeOp:
{
/*
LinearLight: as defined by Abode Photoshop, according to
http://www.simplefilter.de/en/basics/mixmods.html is:
f(Sc,Dc) = Dc + 2*Sc - 1
*/
pixel=QuantumRange*gamma*((Sca-Sa)*Da+Sca+Dca);
break;
}
case LightenCompositeOp:
{
if ((Sca*Da) > (Dca*Sa))
{
pixel=QuantumRange*(Sca+Dca*(1.0-Sa));
break;
}
pixel=QuantumRange*(Dca+Sca*(1.0-Da));
break;
}
case LightenIntensityCompositeOp:
{
/*
Lighten is equivalent to a 'Maximum' method
OR a greyscale version of a binary 'And'
OR the 'Union' of pixel sets.
*/
pixel=Sa*GetPixelIntensity(source_image,p) >
Da*GetPixelIntensity(image,q) ? Sc : Dc;
break;
}
case LuminizeCompositeOp:
{
if (fabs((double) (QuantumRange*Sa-TransparentAlpha)) < MagickEpsilon)
{
pixel=Dc;
break;
}
if (fabs((double) (QuantumRange*Da-TransparentAlpha)) < MagickEpsilon)
{
pixel=Sc;
break;
}
CompositeHCL(canvas_pixel.red,canvas_pixel.green,canvas_pixel.blue,
&hue,&chroma,&luma);
CompositeHCL(source_pixel.red,source_pixel.green,source_pixel.blue,
&sans,&sans,&luma);
HCLComposite(hue,chroma,luma,&red,&green,&blue);
switch (channel)
{
case RedPixelChannel: pixel=red; break;
case GreenPixelChannel: pixel=green; break;
case BluePixelChannel: pixel=blue; break;
default: pixel=Dc; break;
}
break;
}
case MathematicsCompositeOp:
{
/*
'Mathematics' a free form user control mathematical composition
is defined as...
f(Sc,Dc) = A*Sc*Dc + B*Sc + C*Dc + D
Where the arguments A,B,C,D are (currently) passed to composite
as a command separated 'geometry' string in "compose:args" image
artifact.
A = a->rho, B = a->sigma, C = a->xi, D = a->psi
Applying the SVG transparency formula (see above), we get...
Dca' = Sa*Da*f(Sc,Dc) + Sca*(1.0-Da) + Dca*(1.0-Sa)
Dca' = A*Sca*Dca + B*Sca*Da + C*Dca*Sa + D*Sa*Da + Sca*(1.0-Da) +
Dca*(1.0-Sa)
*/
pixel=QuantumRange*gamma*(geometry_info.rho*Sca*Dca+
geometry_info.sigma*Sca*Da+geometry_info.xi*Dca*Sa+
geometry_info.psi*Sa*Da+Sca*(1.0-Da)+Dca*(1.0-Sa));
break;
}
case MinusDstCompositeOp:
{
pixel=gamma*(Sa*Sc+Da*Dc-2.0*Da*Dc*Sa);
break;
}
case MinusSrcCompositeOp:
{
/*
Minus source from canvas.
f(Sc,Dc) = Sc - Dc
*/
pixel=gamma*(Da*Dc+Sa*Sc-2.0*Sa*Sc*Da);
break;
}
case ModulateCompositeOp:
{
ssize_t
offset;
if (fabs((double) (QuantumRange*Sa-TransparentAlpha)) < MagickEpsilon)
{
pixel=Dc;
break;
}
offset=(ssize_t) (GetPixelIntensity(source_image,p)-midpoint);
if (offset == 0)
{
pixel=Dc;
break;
}
CompositeHCL(canvas_pixel.red,canvas_pixel.green,canvas_pixel.blue,
&hue,&chroma,&luma);
luma+=(0.01*percent_luma*offset)/midpoint;
chroma*=0.01*percent_chroma;
HCLComposite(hue,chroma,luma,&red,&green,&blue);
switch (channel)
{
case RedPixelChannel: pixel=red; break;
case GreenPixelChannel: pixel=green; break;
case BluePixelChannel: pixel=blue; break;
default: pixel=Dc; break;
}
break;
}
case ModulusAddCompositeOp:
{
if ((Sca+Dca) <= 1.0)
{
pixel=QuantumRange*(Sca+Dca);
break;
}
pixel=QuantumRange*((Sca+Dca)-1.0);
break;
}
case ModulusSubtractCompositeOp:
{
if ((Sca-Dca) >= 0.0)
{
pixel=QuantumRange*(Sca-Dca);
break;
}
pixel=QuantumRange*((Sca-Dca)+1.0);
break;
}
case MultiplyCompositeOp:
{
pixel=QuantumRange*gamma*(Sca*Dca+Sca*(1.0-Da)+Dca*(1.0-Sa));
break;
}
case OutCompositeOp:
case SrcOutCompositeOp:
{
pixel=QuantumRange*(Sca*(1.0-Da));
break;
}
case OverCompositeOp:
case SrcOverCompositeOp:
{
pixel=QuantumRange*gamma*(Sca+Dca*(1.0-Sa));
break;
}
case OverlayCompositeOp:
{
if ((2.0*Dca) < Da)
{
pixel=QuantumRange*gamma*(2.0*Dca*Sca+Dca*(1.0-Sa)+Sca*(1.0-
Da));
break;
}
pixel=QuantumRange*gamma*(Da*Sa-2.0*(Sa-Sca)*(Da-Dca)+Dca*(1.0-Sa)+
Sca*(1.0-Da));
break;
}
case PegtopLightCompositeOp:
{
/*
PegTop: A Soft-Light alternative: A continuous version of the
Softlight function, producing very similar results.
f(Sc,Dc) = Dc^2*(1-2*Sc) + 2*Sc*Dc
http://www.pegtop.net/delphi/articles/blendmodes/softlight.htm.
*/
if (fabs((double) Da) < MagickEpsilon)
{
pixel=QuantumRange*gamma*(Sca);
break;
}
pixel=QuantumRange*gamma*(Dca*Dca*(Sa-2.0*Sca)/Da+Sca*(2.0*Dca+1.0-
Da)+Dca*(1.0-Sa));
break;
}
case PinLightCompositeOp:
{
/*
PinLight: A Photoshop 7 composition method
http://www.simplefilter.de/en/basics/mixmods.html
f(Sc,Dc) = Dc<2*Sc-1 ? 2*Sc-1 : Dc>2*Sc ? 2*Sc : Dc
*/
if ((Dca*Sa) < (Da*(2.0*Sca-Sa)))
{
pixel=QuantumRange*gamma*(Sca*(Da+1.0)-Sa*Da+Dca*(1.0-Sa));
break;
}
if ((Dca*Sa) > (2.0*Sca*Da))
{
pixel=QuantumRange*gamma*(Sca*Da+Sca+Dca*(1.0-Sa));
break;
}
pixel=QuantumRange*gamma*(Sca*(1.0-Da)+Dca);
break;
}
case PlusCompositeOp:
{
pixel=QuantumRange*(Sca+Dca);
break;
}
case SaturateCompositeOp:
{
if (fabs((double) (QuantumRange*Sa-TransparentAlpha)) < MagickEpsilon)
{
pixel=Dc;
break;
}
if (fabs((double) (QuantumRange*Da-TransparentAlpha)) < MagickEpsilon)
{
pixel=Sc;
break;
}
CompositeHCL(canvas_pixel.red,canvas_pixel.green,canvas_pixel.blue,
&hue,&chroma,&luma);
CompositeHCL(source_pixel.red,source_pixel.green,source_pixel.blue,
&sans,&chroma,&sans);
HCLComposite(hue,chroma,luma,&red,&green,&blue);
switch (channel)
{
case RedPixelChannel: pixel=red; break;
case GreenPixelChannel: pixel=green; break;
case BluePixelChannel: pixel=blue; break;
default: pixel=Dc; break;
}
break;
}
case ScreenCompositeOp:
{
/*
Screen: a negated multiply:
f(Sc,Dc) = 1.0-(1.0-Sc)*(1.0-Dc)
*/
pixel=QuantumRange*gamma*(Sca+Dca-Sca*Dca);
break;
}
case SoftLightCompositeOp:
{
if ((2.0*Sca) < Sa)
{
pixel=QuantumRange*gamma*(Dca*(Sa+(2.0*Sca-Sa)*(1.0-DcaDa))+
Sca*(1.0-Da)+Dca*(1.0-Sa));
break;
}
if (((2.0*Sca) > Sa) && ((4.0*Dca) <= Da))
{
pixel=QuantumRange*gamma*(Dca*Sa+Da*(2.0*Sca-Sa)*(4.0*DcaDa*
(4.0*DcaDa+1.0)*(DcaDa-1.0)+7.0*DcaDa)+Sca*(1.0-Da)+
Dca*(1.0-Sa));
break;
}
pixel=QuantumRange*gamma*(Dca*Sa+Da*(2.0*Sca-Sa)*(pow(DcaDa,0.5)-
DcaDa)+Sca*(1.0-Da)+Dca*(1.0-Sa));
break;
}
case StereoCompositeOp:
{
if (channel == RedPixelChannel)
pixel=(MagickRealType) GetPixelRed(source_image,p);
break;
}
case ThresholdCompositeOp:
{
MagickRealType
delta;
delta=Sc-Dc;
if ((MagickRealType) fabs((double) (2.0*delta)) < threshold)
{
pixel=gamma*Dc;
break;
}
pixel=gamma*(Dc+delta*amount);
break;
}
case VividLightCompositeOp:
{
/*
VividLight: A Photoshop 7 composition method. See
http://www.simplefilter.de/en/basics/mixmods.html.
f(Sc,Dc) = (2*Sc < 1) ? 1-(1-Dc)/(2*Sc) : Dc/(2*(1-Sc))
*/
if ((fabs((double) Sa) < MagickEpsilon) ||
(fabs((double) (Sca-Sa)) < MagickEpsilon))
{
pixel=QuantumRange*gamma*(Sa*Da+Sca*(1.0-Da)+Dca*(1.0-Sa));
break;
}
if ((2.0*Sca) <= Sa)
{
pixel=QuantumRange*gamma*(Sa*(Da+Sa*(Dca-Da)*
PerceptibleReciprocal(2.0*Sca))+Sca*(1.0-Da)+Dca*(1.0-Sa));
break;
}
pixel=QuantumRange*gamma*(Dca*Sa*Sa*PerceptibleReciprocal(2.0*
(Sa-Sca))+Sca*(1.0-Da)+Dca*(1.0-Sa));
break;
}
case XorCompositeOp:
{
pixel=QuantumRange*(Sca*(1.0-Da)+Dca*(1.0-Sa));
break;
}
default:
{
pixel=Sc;
break;
}
}
q[i]=clamp != MagickFalse ? ClampPixel(pixel) : ClampToQuantum(pixel);
}
p+=GetPixelChannels(source_image);
channels=GetPixelChannels(source_image);
if (p >= (pixels+channels*source_image->columns))
p=pixels;
q+=GetPixelChannels(image);
}
if (SyncCacheViewAuthenticPixels(image_view,exception) == MagickFalse)
status=MagickFalse;
if (image->progress_monitor != (MagickProgressMonitor) NULL)
{
MagickBooleanType
proceed;
#if defined(MAGICKCORE_OPENMP_SUPPORT)
#pragma omp atomic
#endif
progress++;
proceed=SetImageProgress(image,CompositeImageTag,progress,image->rows);
if (proceed == MagickFalse)
status=MagickFalse;
}
}
source_view=DestroyCacheView(source_view);
image_view=DestroyCacheView(image_view);
if (canvas_image != (Image * ) NULL)
canvas_image=DestroyImage(canvas_image);
else
source_image=DestroyImage(source_image);
return(status);
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
% T e x t u r e I m a g e %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% TextureImage() repeatedly tiles the texture image across and down the image
% canvas.
%
% The format of the TextureImage method is:
%
% MagickBooleanType TextureImage(Image *image,const Image *texture,
% ExceptionInfo *exception)
%
% A description of each parameter follows:
%
% o image: the image.
%
% o texture_image: This image is the texture to layer on the background.
%
*/
MagickExport MagickBooleanType TextureImage(Image *image,const Image *texture,
ExceptionInfo *exception)
{
#define TextureImageTag "Texture/Image"
CacheView
*image_view,
*texture_view;
Image
*texture_image;
MagickBooleanType
status;
ssize_t
y;
assert(image != (Image *) NULL);
if (image->debug != MagickFalse)
(void) LogMagickEvent(TraceEvent,GetMagickModule(),"...");
assert(image->signature == MagickCoreSignature);
if (texture == (const Image *) NULL)
return(MagickFalse);
if (SetImageStorageClass(image,DirectClass,exception) == MagickFalse)
return(MagickFalse);
texture_image=CloneImage(texture,0,0,MagickTrue,exception);
if (texture_image == (const Image *) NULL)
return(MagickFalse);
(void) TransformImageColorspace(texture_image,image->colorspace,exception);
(void) SetImageVirtualPixelMethod(texture_image,TileVirtualPixelMethod,
exception);
status=MagickTrue;
if ((image->compose != CopyCompositeOp) &&
((image->compose != OverCompositeOp) ||
(image->alpha_trait != UndefinedPixelTrait) ||
(texture_image->alpha_trait != UndefinedPixelTrait)))
{
/*
Tile texture onto the image background.
*/
for (y=0; y < (ssize_t) image->rows; y+=(ssize_t) texture_image->rows)
{
register ssize_t
x;
if (status == MagickFalse)
continue;
for (x=0; x < (ssize_t) image->columns; x+=(ssize_t) texture_image->columns)
{
MagickBooleanType
thread_status;
thread_status=CompositeImage(image,texture_image,image->compose,
MagickTrue,x+texture_image->tile_offset.x,y+
texture_image->tile_offset.y,exception);
if (thread_status == MagickFalse)
{
status=thread_status;
break;
}
}
if (image->progress_monitor != (MagickProgressMonitor) NULL)
{
MagickBooleanType
proceed;
proceed=SetImageProgress(image,TextureImageTag,(MagickOffsetType) y,
image->rows);
if (proceed == MagickFalse)
status=MagickFalse;
}
}
(void) SetImageProgress(image,TextureImageTag,(MagickOffsetType)
image->rows,image->rows);
texture_image=DestroyImage(texture_image);
return(status);
}
/*
Tile texture onto the image background (optimized).
*/
status=MagickTrue;
texture_view=AcquireVirtualCacheView(texture_image,exception);
image_view=AcquireAuthenticCacheView(image,exception);
#if defined(MAGICKCORE_OPENMP_SUPPORT)
#pragma omp parallel for schedule(static) shared(status) \
magick_number_threads(texture_image,image,image->rows,1)
#endif
for (y=0; y < (ssize_t) image->rows; y++)
{
MagickBooleanType
sync;
register const Quantum
*p,
*pixels;
register ssize_t
x;
register Quantum
*q;
size_t
width;
if (status == MagickFalse)
continue;
pixels=GetCacheViewVirtualPixels(texture_view,texture_image->tile_offset.x,
(y+texture_image->tile_offset.y) % texture_image->rows,
texture_image->columns,1,exception);
q=QueueCacheViewAuthenticPixels(image_view,0,y,image->columns,1,exception);
if ((pixels == (const Quantum *) NULL) || (q == (Quantum *) NULL))
{
status=MagickFalse;
continue;
}
for (x=0; x < (ssize_t) image->columns; x+=(ssize_t) texture_image->columns)
{
register ssize_t
j;
p=pixels;
width=texture_image->columns;
if ((x+(ssize_t) width) > (ssize_t) image->columns)
width=image->columns-x;
for (j=0; j < (ssize_t) width; j++)
{
register ssize_t
i;
for (i=0; i < (ssize_t) GetPixelChannels(texture_image); i++)
{
PixelChannel channel = GetPixelChannelChannel(texture_image,i);
PixelTrait traits = GetPixelChannelTraits(image,channel);
PixelTrait texture_traits=GetPixelChannelTraits(texture_image,
channel);
if ((traits == UndefinedPixelTrait) ||
(texture_traits == UndefinedPixelTrait))
continue;
SetPixelChannel(image,channel,p[i],q);
}
p+=GetPixelChannels(texture_image);
q+=GetPixelChannels(image);
}
}
sync=SyncCacheViewAuthenticPixels(image_view,exception);
if (sync == MagickFalse)
status=MagickFalse;
if (image->progress_monitor != (MagickProgressMonitor) NULL)
{
MagickBooleanType
proceed;
proceed=SetImageProgress(image,TextureImageTag,(MagickOffsetType) y,
image->rows);
if (proceed == MagickFalse)
status=MagickFalse;
}
}
texture_view=DestroyCacheView(texture_view);
image_view=DestroyCacheView(image_view);
texture_image=DestroyImage(texture_image);
return(status);
}
|
GB_binop__ldexp_fp64.c | //------------------------------------------------------------------------------
// GB_binop: hard-coded functions for each built-in binary operator
//------------------------------------------------------------------------------
// SuiteSparse:GraphBLAS, Timothy A. Davis, (c) 2017-2021, All Rights Reserved.
// SPDX-License-Identifier: Apache-2.0
//------------------------------------------------------------------------------
// If this file is in the Generated2/ folder, do not edit it
// (it is auto-generated from Generator/*).
#include "GB.h"
#ifndef GBCOMPACT
#include "GB_emult.h"
#include "GB_control.h"
#include "GB_ek_slice.h"
#include "GB_dense.h"
#include "GB_atomics.h"
#include "GB_bitmap_assign_methods.h"
#include "GB_binop__include.h"
// C=binop(A,B) is defined by the following types and operators:
// A+B function (eWiseAdd): GB (_AaddB__ldexp_fp64)
// A.*B function (eWiseMult): GB (_AemultB_01__ldexp_fp64)
// A.*B function (eWiseMult): GB (_AemultB_02__ldexp_fp64)
// A.*B function (eWiseMult): GB (_AemultB_03__ldexp_fp64)
// A.*B function (eWiseMult): GB (_AemultB_bitmap__ldexp_fp64)
// A*D function (colscale): GB ((none))
// D*A function (rowscale): GB ((none))
// C+=B function (dense accum): GB (_Cdense_accumB__ldexp_fp64)
// C+=b function (dense accum): GB (_Cdense_accumb__ldexp_fp64)
// C+=A+B function (dense ewise3): GB ((none))
// C=A+B function (dense ewise3): GB (_Cdense_ewise3_noaccum__ldexp_fp64)
// C=scalar+B GB (_bind1st__ldexp_fp64)
// C=scalar+B' GB (_bind1st_tran__ldexp_fp64)
// C=A+scalar GB (_bind2nd__ldexp_fp64)
// C=A'+scalar GB (_bind2nd_tran__ldexp_fp64)
// C type: double
// A type: double
// B,b type: double
// BinaryOp: cij = ldexp (aij, bij)
#define GB_ATYPE \
double
#define GB_BTYPE \
double
#define GB_CTYPE \
double
// true if the types of A and B are identical
#define GB_ATYPE_IS_BTYPE \
1
// true if the types of C and A are identical
#define GB_CTYPE_IS_ATYPE \
1
// true if the types of C and B are identical
#define GB_CTYPE_IS_BTYPE \
1
// aij = Ax [pA]
#define GB_GETA(aij,Ax,pA,A_iso) \
double aij = GBX (Ax, pA, A_iso)
// bij = Bx [pB]
#define GB_GETB(bij,Bx,pB,B_iso) \
double bij = GBX (Bx, pB, B_iso)
// declare scalar of the same type as C
#define GB_CTYPE_SCALAR(t) \
double t
// cij = Ax [pA]
#define GB_COPY_A_TO_C(cij,Ax,pA,A_iso) \
cij = GBX (Ax, pA, A_iso)
// cij = Bx [pB]
#define GB_COPY_B_TO_C(cij,Bx,pB,B_iso) \
cij = GBX (Bx, pB, B_iso)
#define GB_CX(p) Cx [p]
// binary operator
#define GB_BINOP(z,x,y,i,j) \
z = ldexp (x, y) ;
// true if the binop must be flipped
#define GB_BINOP_FLIP \
1
// op is second
#define GB_OP_IS_SECOND \
0
// do the numerical phases of GB_add and GB_emult
#define GB_PHASE_2_OF_2
// hard-coded loops can be vectorized
#define GB_PRAGMA_SIMD_VECTORIZE GB_PRAGMA_SIMD
// disable this operator and use the generic case if these conditions hold
#define GB_DISABLE \
(GxB_NO_LDEXP || GxB_NO_FP64 || GxB_NO_LDEXP_FP64)
//------------------------------------------------------------------------------
// C += A+B, all 3 matrices dense
//------------------------------------------------------------------------------
#if 0
// The op must be MIN, MAX, PLUS, MINUS, RMINUS, TIMES, DIV, or RDIV.
void GB ((none))
(
GrB_Matrix C,
const GrB_Matrix A,
const GrB_Matrix B,
const int nthreads
)
{
#include "GB_dense_ewise3_accum_template.c"
}
#endif
//------------------------------------------------------------------------------
// C = A+B, all 3 matrices dense
//------------------------------------------------------------------------------
GrB_Info GB (_Cdense_ewise3_noaccum__ldexp_fp64)
(
GrB_Matrix C,
const GrB_Matrix A,
const GrB_Matrix B,
const int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
#include "GB_dense_ewise3_noaccum_template.c"
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// C += B, accumulate a sparse matrix into a dense matrix
//------------------------------------------------------------------------------
GrB_Info GB (_Cdense_accumB__ldexp_fp64)
(
GrB_Matrix C,
const GrB_Matrix B,
const int64_t *B_ek_slicing, const int B_ntasks, const int B_nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
{
#include "GB_dense_subassign_23_template.c"
}
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// C += b, accumulate a scalar into a dense matrix
//------------------------------------------------------------------------------
GrB_Info GB (_Cdense_accumb__ldexp_fp64)
(
GrB_Matrix C,
const GB_void *p_bwork,
const int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
{
// get the scalar b for C += b, of type double
double bwork = (*((double *) p_bwork)) ;
#include "GB_dense_subassign_22_template.c"
return (GrB_SUCCESS) ;
}
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// C = A*D, column scale with diagonal D matrix
//------------------------------------------------------------------------------
#if 0
GrB_Info GB ((none))
(
GrB_Matrix C,
const GrB_Matrix A, bool A_is_pattern,
const GrB_Matrix D, bool D_is_pattern,
const int64_t *A_ek_slicing, const int A_ntasks, const int A_nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
double *restrict Cx = (double *) C->x ;
#include "GB_AxB_colscale_template.c"
return (GrB_SUCCESS) ;
#endif
}
#endif
//------------------------------------------------------------------------------
// C = D*B, row scale with diagonal D matrix
//------------------------------------------------------------------------------
#if 0
GrB_Info GB ((none))
(
GrB_Matrix C,
const GrB_Matrix D, bool D_is_pattern,
const GrB_Matrix B, bool B_is_pattern,
int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
double *restrict Cx = (double *) C->x ;
#include "GB_AxB_rowscale_template.c"
return (GrB_SUCCESS) ;
#endif
}
#endif
//------------------------------------------------------------------------------
// eWiseAdd: C = A+B or C<M> = A+B
//------------------------------------------------------------------------------
GrB_Info GB (_AaddB__ldexp_fp64)
(
GrB_Matrix C,
const int C_sparsity,
const GrB_Matrix M,
const bool Mask_struct,
const bool Mask_comp,
const GrB_Matrix A,
const GrB_Matrix B,
const bool Ch_is_Mh,
const int64_t *restrict C_to_M,
const int64_t *restrict C_to_A,
const int64_t *restrict C_to_B,
const GB_task_struct *restrict TaskList,
const int C_ntasks,
const int C_nthreads,
GB_Context Context
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
GB_WERK_DECLARE (M_ek_slicing, int64_t) ;
GB_WERK_DECLARE (A_ek_slicing, int64_t) ;
GB_WERK_DECLARE (B_ek_slicing, int64_t) ;
#include "GB_add_template.c"
GB_FREE_WORK ;
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// eWiseMult: C = A.*B or C<M> = A.*B
//------------------------------------------------------------------------------
GrB_Info GB (_AemultB_01__ldexp_fp64)
(
GrB_Matrix C,
const int C_sparsity,
const int ewise_method,
const GrB_Matrix M,
const bool Mask_struct,
const bool Mask_comp,
const GrB_Matrix A,
const GrB_Matrix B,
const int64_t *restrict C_to_M,
const int64_t *restrict C_to_A,
const int64_t *restrict C_to_B,
const GB_task_struct *restrict TaskList,
const int C_ntasks,
const int C_nthreads,
GB_Context Context
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
#include "GB_emult_01_meta.c"
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// eWiseMult: C<#> = A.*B when A is sparse/hyper and B is bitmap/full
//------------------------------------------------------------------------------
GrB_Info GB (_AemultB_02__ldexp_fp64)
(
GrB_Matrix C,
const GrB_Matrix M,
const bool Mask_struct,
const bool Mask_comp,
const GrB_Matrix A,
const GrB_Matrix B,
const bool flipxy,
const int64_t *restrict Cp_kfirst,
const int64_t *A_ek_slicing, const int A_ntasks, const int A_nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
#if GB_BINOP_FLIP
// The operator is not commutative, and does not have a flipped
// variant. For example z=atan2(y,x).
if (flipxy)
{
// use fmult(y,x)
#undef GB_FLIPPED
#define GB_FLIPPED 1
#include "GB_emult_02_template.c"
}
else
{
// use fmult(x,y)
#undef GB_FLIPPED
#define GB_FLIPPED 0
#include "GB_emult_02_template.c"
}
#else
// No need to handle the flip: the operator is either commutative, or
// has been handled by changing z=div(y,x) to z=rdiv(x,y) for example.
#undef GB_FLIPPED
#define GB_FLIPPED 0
#include "GB_emult_02_template.c"
#endif
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// eWiseMult: C<M> = A.*B, M sparse/hyper, A and B bitmap/full
//------------------------------------------------------------------------------
GrB_Info GB (_AemultB_03__ldexp_fp64)
(
GrB_Matrix C,
const GrB_Matrix M,
const bool Mask_struct,
const GrB_Matrix A,
const GrB_Matrix B,
const int64_t *restrict Cp_kfirst,
const int64_t *M_ek_slicing, const int M_ntasks, const int M_nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
#include "GB_emult_03_template.c"
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// eWiseMult: C=A.*B, C<M>=A.*B, C<!M>=A.*B where C is bitmap
//------------------------------------------------------------------------------
GrB_Info GB (_AemultB_bitmap__ldexp_fp64)
(
GrB_Matrix C,
const int ewise_method,
const GrB_Matrix M,
const bool Mask_struct,
const bool Mask_comp,
const GrB_Matrix A,
const GrB_Matrix B,
const int64_t *M_ek_slicing, const int M_ntasks, const int M_nthreads,
const int C_nthreads,
GB_Context Context
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
#include "GB_bitmap_emult_template.c"
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// Cx = op (x,Bx): apply a binary operator to a matrix with scalar bind1st
//------------------------------------------------------------------------------
GrB_Info GB (_bind1st__ldexp_fp64)
(
GB_void *Cx_output, // Cx and Bx may be aliased
const GB_void *x_input,
const GB_void *Bx_input,
const int8_t *restrict Bb,
int64_t bnz,
int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
double *Cx = (double *) Cx_output ;
double x = (*((double *) x_input)) ;
double *Bx = (double *) Bx_input ;
int64_t p ;
#pragma omp parallel for num_threads(nthreads) schedule(static)
for (p = 0 ; p < bnz ; p++)
{
if (!GBB (Bb, p)) continue ;
double bij = GBX (Bx, p, false) ;
Cx [p] = ldexp (x, bij) ;
}
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// Cx = op (Ax,y): apply a binary operator to a matrix with scalar bind2nd
//------------------------------------------------------------------------------
GrB_Info GB (_bind2nd__ldexp_fp64)
(
GB_void *Cx_output, // Cx and Ax may be aliased
const GB_void *Ax_input,
const GB_void *y_input,
const int8_t *restrict Ab,
int64_t anz,
int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
int64_t p ;
double *Cx = (double *) Cx_output ;
double *Ax = (double *) Ax_input ;
double y = (*((double *) y_input)) ;
#pragma omp parallel for num_threads(nthreads) schedule(static)
for (p = 0 ; p < anz ; p++)
{
if (!GBB (Ab, p)) continue ;
double aij = GBX (Ax, p, false) ;
Cx [p] = ldexp (aij, y) ;
}
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// C = op (x, A'): transpose and apply a binary operator
//------------------------------------------------------------------------------
// cij = op (x, aij), no typecasting (in spite of the macro name)
#undef GB_CAST_OP
#define GB_CAST_OP(pC,pA) \
{ \
double aij = GBX (Ax, pA, false) ; \
Cx [pC] = ldexp (x, aij) ; \
}
GrB_Info GB (_bind1st_tran__ldexp_fp64)
(
GrB_Matrix C,
const GB_void *x_input,
const GrB_Matrix A,
int64_t *restrict *Workspaces,
const int64_t *restrict A_slice,
int nworkspaces,
int nthreads
)
{
// GB_unop_transpose.c uses GB_ATYPE, but A is
// the 2nd input to binary operator z=f(x,y).
#undef GB_ATYPE
#define GB_ATYPE \
double
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
double x = (*((const double *) x_input)) ;
#include "GB_unop_transpose.c"
return (GrB_SUCCESS) ;
#endif
#undef GB_ATYPE
#define GB_ATYPE \
double
}
//------------------------------------------------------------------------------
// C = op (A', y): transpose and apply a binary operator
//------------------------------------------------------------------------------
// cij = op (aij, y), no typecasting (in spite of the macro name)
#undef GB_CAST_OP
#define GB_CAST_OP(pC,pA) \
{ \
double aij = GBX (Ax, pA, false) ; \
Cx [pC] = ldexp (aij, y) ; \
}
GrB_Info GB (_bind2nd_tran__ldexp_fp64)
(
GrB_Matrix C,
const GrB_Matrix A,
const GB_void *y_input,
int64_t *restrict *Workspaces,
const int64_t *restrict A_slice,
int nworkspaces,
int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
double y = (*((const double *) y_input)) ;
#include "GB_unop_transpose.c"
return (GrB_SUCCESS) ;
#endif
}
#endif
|
main.c | #include <stdio.h>
#include <stdlib.h>
#include <math.h>
#include <string.h>
#include <time.h>
#include "omp.h"
#include "functions.h"
int main (int argc, char **argv) {
int Nthreads = atoi(argv[1]);//(int) (argv[1][0] - '0');
omp_set_num_threads(Nthreads);
//seed value for the randomizer
double seed = clock(); //this will make your program run differently everytime
//double seed = 0; //uncomment this and your program will behave the same everytime it's run
srand(seed);
//declare storage for an ElGamal cryptosytem
unsigned int p, g, h, x;
//begin with rank 0 getting user's input
unsigned int n;
// printf("Enter a number of bits: "); fflush(stdout);
// char status = scanf("%u",&n);
n = 15;
//make sure the input makes sense
if ((n<9)||(n>31)) {//Updated bounds. 8 is no good (need to encode chars)
printf("Unsupported bit size.\n");
return 0;
}
printf("\n");
//setup an ElGamal cryptosystem
setupElGamal(n,&p,&g,&h,&x);
int bufferSize = 1024;
unsigned char *message = (unsigned char *) malloc(bufferSize*sizeof(unsigned char));
//populate the string with a message
strcpy(message, "Hello, this is the message as a string.");
printf("Message = \"%s\"\n", message);
/* Q1.1 Finish this line */
unsigned int charsPerInt = (n - 1) / 8; // 9 for 1 char, 17 for 2, 25 for 3...
padString(message, charsPerInt);
printf("Padded Message = \"%s\"\n", message);
unsigned int Nchars = strlen(message);
unsigned int Nints = strlen(message)/charsPerInt;
//storage for message as elements of Z_p
unsigned int *Zmessage =
(unsigned int *) malloc(Nints*sizeof(unsigned int));
//storage for extra encryption coefficient
unsigned int *a =
(unsigned int *) malloc(Nints*sizeof(unsigned int));
// cast the string into an unsigned int array
convertStringToZ(message, Nchars, Zmessage, Nints);
//Encrypt the Zmessage with the ElGamal cyrptographic system
ElGamalEncrypt(Zmessage,a,Nints,p,g,h);
printf("The encrypted text is: ");
for (unsigned int i=0;i<Nints;i++) {
printf("(%u,%u) ", Zmessage[i], a[i]);
}
printf("]\n");
char * finalString = cypherToString(Zmessage, a, Nints);
printf("The encrypted numbers as a string: %s\n", finalString);
convertStringBack(finalString);
//Decrypt the Zmessage with the ElGamal cyrptographic system
ElGamalDecrypt(Zmessage,a,Nints,p,x);
convertZToString(Zmessage, Nints, message, Nchars);
printf("Decrypted Message = \"%s\"\n", message);
printf("\n");
//Suppose we don't know the secret key. Use OpenMP threads to try and find it in parallel
printf("Using %d OpenMP threads to find the secret key...\n", Nthreads);
/* Q2.3 Parallelize this loop with OpenMP */
double startTime = omp_get_wtime();
int found = 0;
#pragma omp parallel for shared(found)
for (unsigned int i=0;i<p-1;i++) {
if (found == 1) {
i = p;
continue;
}
if (modExp(g,i+1,p)==h) {
found = 1;
printf("Secret key found! x = %u \n", i);
}
}
double endTime = omp_get_wtime();
double totalTime = endTime-startTime;
double work = (double) p;
double throughput = work/totalTime;
printf("Searching all keys took %g seconds, throughput was %g values tested per second.\n", totalTime, throughput);
return 0;
}
|
GB_select_phase1.c | //------------------------------------------------------------------------------
// GB_select_count: count entries in eacn vector for C=select(A,thunk)
//------------------------------------------------------------------------------
// SuiteSparse:GraphBLAS, Timothy A. Davis, (c) 2017-2019, All Rights Reserved.
// http://suitesparse.com See GraphBLAS/Doc/License.txt for license.
//------------------------------------------------------------------------------
#if defined ( GB_ENTRY_SELECTOR )
#include "GB_reduce_each_vector.c"
#else
//--------------------------------------------------------------------------
// get A
//--------------------------------------------------------------------------
const int64_t *restrict Ap = A->p ;
const int64_t *restrict Ah = A->h ;
const int64_t *restrict Ai = A->i ;
int64_t anvec = A->nvec ;
int64_t avlen = A->vlen ;
//--------------------------------------------------------------------------
// tril, triu, diag, offdiag, resize: binary search in each vector
//--------------------------------------------------------------------------
#pragma omp parallel for num_threads(nthreads) schedule(guided)
for (int64_t k = 0 ; k < anvec ; k++)
{
//----------------------------------------------------------------------
// get A(:,k)
//----------------------------------------------------------------------
int64_t pA_start = Ap [k] ;
int64_t pA_end = Ap [k+1] ;
int64_t p = pA_start ;
int64_t cjnz = 0 ;
int64_t ajnz = pA_end - pA_start ;
bool found = false ;
if (ajnz > 0)
{
//------------------------------------------------------------------
// search for the entry A(i,k)
//------------------------------------------------------------------
int64_t ifirst = Ai [pA_start] ;
int64_t ilast = Ai [pA_end-1] ;
#if defined ( GB_RESIZE_SELECTOR )
int64_t i = ithunk ;
#else
int64_t j = (Ah == NULL) ? k : Ah [k] ;
int64_t i = j-ithunk ;
#endif
if (i < ifirst)
{
// all entries in A(:,k) come after i
;
}
else if (i > ilast)
{
// all entries in A(:,k) come before i
p = pA_end ;
}
else if (ajnz == avlen)
{
// A(:,k) is dense
found = true ;
p += i ;
ASSERT (Ai [p] == i) ;
}
else
{
// binary search for A (i,k)
int64_t pright = pA_end - 1 ;
GB_BINARY_SPLIT_SEARCH (i, Ai, p, pright, found) ;
}
#if defined ( GB_TRIL_SELECTOR )
// keep p to pA_end-1
cjnz = pA_end - p ;
#elif defined ( GB_TRIU_SELECTOR ) \
|| defined ( GB_RESIZE_SELECTOR )
// if found, keep pA_start to p
// else keep pA_start to p-1
if (found)
{
p++ ;
// now in both cases, keep pA_start to p-1
}
// keep pA_start to p-1
cjnz = p - pA_start ;
#elif defined ( GB_DIAG_SELECTOR )
// if found, keep p
// else keep nothing
cjnz = found ;
if (!found) p = -1 ;
// if (cjnz >= 0) keep p, else keep nothing
#elif defined ( GB_OFFDIAG_SELECTOR )
// if found, keep pA_start to p-1 and p+1 to pA_end-1
// else keep pA_start to pA_end
cjnz = ajnz - found ;
if (!found)
{
p = pA_end ;
// now just keep pA_start to p-1; p+1 to pA_end is
// now empty
}
// in both cases, keep pA_start to p-1 and
// p+1 to pA_end-1. If the entry is not found, then
// p == pA_end, and all entries are kept.
#endif
}
//----------------------------------------------------------------------
// log the result for the kth vector
//----------------------------------------------------------------------
Zp [k] = p ;
Cp [k] = cjnz ;
}
//--------------------------------------------------------------------------
// compute Wfirst and Wlast for each task
//--------------------------------------------------------------------------
// Wfirst [0..ntasks-1] and Wlast [0..ntasks-1] are required for
// constructing C_start_slice [0..ntasks-1] in GB_selector.
for (int tid = 0 ; tid < ntasks ; tid++)
{
// if kfirst > klast then task tid does no work at all
int64_t kfirst = kfirst_slice [tid] ;
int64_t klast = klast_slice [tid] ;
if (kfirst <= klast)
{
int64_t pA_start = pstart_slice [tid] ;
int64_t pA_end = GB_IMIN (Ap [kfirst+1], pstart_slice [tid+1]) ;
if (pA_start < pA_end)
{
#if defined ( GB_TRIL_SELECTOR )
// keep Zp [kfirst] to pA_end-1
int64_t p = GB_IMAX (Zp [kfirst], pA_start) ;
Wfirst [tid] = GB_IMAX (0, pA_end - p) ;
#elif defined ( GB_TRIU_SELECTOR ) \
|| defined ( GB_RESIZE_SELECTOR )
// keep pA_start to Zp [kfirst]-1
int64_t p = GB_IMIN (Zp [kfirst], pA_end) ;
Wfirst [tid] = GB_IMAX (0, p - pA_start) ;
#elif defined ( GB_DIAG_SELECTOR )
// task that owns the diagonal entry does this work
int64_t p = Zp [kfirst] ;
Wfirst [tid] = (pA_start <= p && p < pA_end) ? 1 : 0 ;
#elif defined ( GB_OFFDIAG_SELECTOR )
// keep pA_start to Zp [kfirst]-1
int64_t p = GB_IMIN (Zp [kfirst], pA_end) ;
Wfirst [tid] = GB_IMAX (0, p - pA_start) ;
// keep Zp [kfirst]+1 to pA_end-1
p = GB_IMAX (Zp [kfirst]+1, pA_start) ;
Wfirst [tid] += GB_IMAX (0, pA_end - p) ;
#endif
}
}
if (kfirst < klast)
{
int64_t pA_start = Ap [klast] ;
int64_t pA_end = pstart_slice [tid+1] ;
if (pA_start < pA_end)
{
#if defined ( GB_TRIL_SELECTOR )
// keep Zp [klast] to pA_end-1
int64_t p = GB_IMAX (Zp [klast], pA_start) ;
Wlast [tid] = GB_IMAX (0, pA_end - p) ;
#elif defined ( GB_TRIU_SELECTOR ) \
|| defined ( GB_RESIZE_SELECTOR )
// keep pA_start to Zp [klast]-1
int64_t p = GB_IMIN (Zp [klast], pA_end) ;
Wlast [tid] = GB_IMAX (0, p - pA_start) ;
#elif defined ( GB_DIAG_SELECTOR )
// task that owns the diagonal entry does this work
int64_t p = Zp [klast] ;
Wlast [tid] = (pA_start <= p && p < pA_end) ? 1 : 0 ;
#elif defined ( GB_OFFDIAG_SELECTOR )
// keep pA_start to Zp [klast]-1
int64_t p = GB_IMIN (Zp [klast], pA_end) ;
Wlast [tid] = GB_IMAX (0, p - pA_start) ;
// keep Zp [klast]+1 to pA_end-1
p = GB_IMAX (Zp [klast]+1, pA_start) ;
Wlast [tid] += GB_IMAX (0, pA_end - p) ;
#endif
}
}
}
#endif
|
data.c | #include "data.h"
#include "utils.h"
#include "image.h"
#include "cuda.h"
#include <stdio.h>
#include <stdlib.h>
#include <string.h>
pthread_mutex_t mutex = PTHREAD_MUTEX_INITIALIZER;
list *get_paths(char *filename)
{
char *path;
FILE *file = fopen(filename, "r");
// if(!file) file_error(filename);
if (!file)
{
fprintf(stderr, "Couldn't open file: %s\n", filename);
return NULL;
}
list *lines = make_list();
while((path=fgetl(file))){
list_insert(lines, path);
}
fclose(file);
return lines;
}
/*
char **get_random_paths_indexes(char **paths, int n, int m, int *indexes)
{
char **random_paths = calloc(n, sizeof(char*));
int i;
pthread_mutex_lock(&mutex);
for(i = 0; i < n; ++i){
int index = rand()%m;
indexes[i] = index;
random_paths[i] = paths[index];
if(i == 0) printf("%s\n", paths[index]);
}
pthread_mutex_unlock(&mutex);
return random_paths;
}
*/
char **get_random_paths(char **paths, int n, int m)
{
char **random_paths = calloc(n, sizeof(char*));
int i;
pthread_mutex_lock(&mutex);
for(i = 0; i < n; ++i){
int index = rand()%m;
random_paths[i] = paths[index];
//if(i == 0) printf("%s\n", paths[index]);
}
pthread_mutex_unlock(&mutex);
return random_paths;
}
char **find_replace_paths(char **paths, int n, char *find, char *replace)
{
char **replace_paths = calloc(n, sizeof(char*));
int i;
for(i = 0; i < n; ++i){
char replaced[4096];
find_replace(paths[i], find, replace, replaced);
replace_paths[i] = copy_string(replaced);
}
return replace_paths;
}
matrix load_image_paths_gray(char **paths, int n, int w, int h)
{
int i;
matrix X;
X.rows = n;
X.vals = calloc(X.rows, sizeof(float*));
X.cols = 0;
for(i = 0; i < n; ++i){
image im = load_image(paths[i], w, h, 3);
image gray = grayscale_image(im);
free_image(im);
im = gray;
X.vals[i] = im.data;
X.cols = im.h*im.w*im.c;
}
return X;
}
matrix load_image_paths(char **paths, int n, int w, int h)
{
int i;
matrix X;
X.rows = n;
X.vals = calloc(X.rows, sizeof(float*));
X.cols = 0;
for(i = 0; i < n; ++i){
image im = load_image_color(paths[i], w, h);
X.vals[i] = im.data;
X.cols = im.h*im.w*im.c;
}
return X;
}
matrix load_image_augment_paths(char **paths, int n, int min, int max, int size, float angle, float aspect, float hue, float saturation, float exposure, int center)
{
int i;
matrix X;
X.rows = n;
X.vals = calloc(X.rows, sizeof(float*));
X.cols = 0;
for(i = 0; i < n; ++i){
image im = load_image_color(paths[i], 0, 0);
image crop;
if(center){
crop = center_crop_image(im, size, size);
} else {
crop = random_augment_image(im, angle, aspect, min, max, size, size);
}
int flip = rand()%2;
if (flip) flip_image(crop);
random_distort_image(crop, hue, saturation, exposure);
/*
show_image(im, "orig");
show_image(crop, "crop");
cvWaitKey(0);
*/
free_image(im);
X.vals[i] = crop.data;
X.cols = crop.h*crop.w*crop.c;
}
return X;
}
box_label *read_boxes(char *filename, int *n)
{
FILE *file = fopen(filename, "r");
if(!file) file_error(filename);
float x, y, h, w;
int id;
int count = 0;
int size = 64;
box_label *boxes = calloc(size, sizeof(box_label));
while(fscanf(file, "%d %f %f %f %f", &id, &x, &y, &w, &h) == 5){
if(count == size) {
size = size * 2;
boxes = realloc(boxes, size*sizeof(box_label));
}
boxes[count].id = id;
boxes[count].x = x;
boxes[count].y = y;
boxes[count].h = h;
boxes[count].w = w;
boxes[count].left = x - w/2;
boxes[count].right = x + w/2;
boxes[count].top = y - h/2;
boxes[count].bottom = y + h/2;
++count;
}
fclose(file);
*n = count;
return boxes;
}
void randomize_boxes(box_label *b, int n)
{
int i;
for(i = 0; i < n; ++i){
box_label swap = b[i];
int index = rand()%n;
b[i] = b[index];
b[index] = swap;
}
}
void correct_boxes(box_label *boxes, int n, float dx, float dy, float sx, float sy, int flip)
{
int i;
for(i = 0; i < n; ++i){
if(boxes[i].x == 0 && boxes[i].y == 0) {
boxes[i].x = 999999;
boxes[i].y = 999999;
boxes[i].w = 999999;
boxes[i].h = 999999;
continue;
}
boxes[i].left = boxes[i].left * sx - dx;
boxes[i].right = boxes[i].right * sx - dx;
boxes[i].top = boxes[i].top * sy - dy;
boxes[i].bottom = boxes[i].bottom* sy - dy;
if(flip){
float swap = boxes[i].left;
boxes[i].left = 1. - boxes[i].right;
boxes[i].right = 1. - swap;
}
boxes[i].left = constrain(0, 1, boxes[i].left);
boxes[i].right = constrain(0, 1, boxes[i].right);
boxes[i].top = constrain(0, 1, boxes[i].top);
boxes[i].bottom = constrain(0, 1, boxes[i].bottom);
boxes[i].x = (boxes[i].left+boxes[i].right)/2;
boxes[i].y = (boxes[i].top+boxes[i].bottom)/2;
boxes[i].w = (boxes[i].right - boxes[i].left);
boxes[i].h = (boxes[i].bottom - boxes[i].top);
boxes[i].w = constrain(0, 1, boxes[i].w);
boxes[i].h = constrain(0, 1, boxes[i].h);
}
}
void fill_truth_swag(char *path, float *truth, int classes, int flip, float dx, float dy, float sx, float sy)
{
char labelpath[4096];
find_replace(path, "images", "labels", labelpath);
find_replace(labelpath, "JPEGImages", "labels", labelpath);
find_replace(labelpath, ".jpg", ".txt", labelpath);
find_replace(labelpath, ".JPG", ".txt", labelpath);
find_replace(labelpath, ".JPEG", ".txt", labelpath);
int count = 0;
box_label *boxes = read_boxes(labelpath, &count);
randomize_boxes(boxes, count);
correct_boxes(boxes, count, dx, dy, sx, sy, flip);
float x,y,w,h;
int id;
int i;
for (i = 0; i < count && i < 90; ++i) {
x = boxes[i].x;
y = boxes[i].y;
w = boxes[i].w;
h = boxes[i].h;
id = boxes[i].id;
if (w < .0 || h < .0) continue;
int index = (4+classes) * i;
truth[index++] = x;
truth[index++] = y;
truth[index++] = w;
truth[index++] = h;
if (id < classes) truth[index+id] = 1;
}
free(boxes);
}
void fill_truth_region(char *path, float *truth, int classes, int num_boxes, int flip, float dx, float dy, float sx, float sy)
{
char labelpath[4096];
find_replace(path, "images", "labels", labelpath);
find_replace(labelpath, "JPEGImages", "labels", labelpath);
find_replace(labelpath, ".jpg", ".txt", labelpath);
find_replace(labelpath, ".png", ".txt", labelpath);
find_replace(labelpath, ".JPG", ".txt", labelpath);
find_replace(labelpath, ".JPEG", ".txt", labelpath);
int count = 0;
box_label *boxes = read_boxes(labelpath, &count);
randomize_boxes(boxes, count);
correct_boxes(boxes, count, dx, dy, sx, sy, flip);
float x,y,w,h;
int id;
int i;
for (i = 0; i < count; ++i) {
x = boxes[i].x;
y = boxes[i].y;
w = boxes[i].w;
h = boxes[i].h;
id = boxes[i].id;
if (w < .005 || h < .005) continue;
int col = (int)(x*num_boxes);
int row = (int)(y*num_boxes);
x = x*num_boxes - col;
y = y*num_boxes - row;
int index = (col+row*num_boxes)*(5+classes);
if (truth[index]) continue;
truth[index++] = 1;
if (id < classes) truth[index+id] = 1;
index += classes;
truth[index++] = x;
truth[index++] = y;
truth[index++] = w;
truth[index++] = h;
}
free(boxes);
}
void load_rle(image im, int *rle, int n)
{
int count = 0;
int curr = 0;
int i,j;
for(i = 0; i < n; ++i){
for(j = 0; j < rle[i]; ++j){
im.data[count++] = curr;
}
curr = 1 - curr;
}
for(; count < im.h*im.w*im.c; ++count){
im.data[count] = curr;
}
}
void or_image(image src, image dest, int c)
{
int i;
for(i = 0; i < src.w*src.h; ++i){
if(src.data[i]) dest.data[dest.w*dest.h*c + i] = 1;
}
}
void exclusive_image(image src)
{
int k, j, i;
int s = src.w*src.h;
for(k = 0; k < src.c-1; ++k){
for(i = 0; i < s; ++i){
if (src.data[k*s + i]){
for(j = k+1; j < src.c; ++j){
src.data[j*s + i] = 0;
}
}
}
}
}
box bound_image(image im)
{
int x,y;
int minx = im.w;
int miny = im.h;
int maxx = 0;
int maxy = 0;
for(y = 0; y < im.h; ++y){
for(x = 0; x < im.w; ++x){
if(im.data[y*im.w + x]){
minx = (x < minx) ? x : minx;
miny = (y < miny) ? y : miny;
maxx = (x > maxx) ? x : maxx;
maxy = (y > maxy) ? y : maxy;
}
}
}
box b = {minx, miny, maxx-minx + 1, maxy-miny + 1};
//printf("%f %f %f %f\n", b.x, b.y, b.w, b.h);
return b;
}
void fill_truth_iseg(char *path, int num_boxes, float *truth, int classes, int w, int h, augment_args aug, int flip, int mw, int mh)
{
char labelpath[4096];
find_replace(path, "images", "mask", labelpath);
find_replace(labelpath, "JPEGImages", "mask", labelpath);
find_replace(labelpath, ".jpg", ".txt", labelpath);
find_replace(labelpath, ".JPG", ".txt", labelpath);
find_replace(labelpath, ".JPEG", ".txt", labelpath);
FILE *file = fopen(labelpath, "r");
if(!file) file_error(labelpath);
char buff[32788];
int id;
int i = 0;
image part = make_image(w, h, 1);
while((fscanf(file, "%d %s", &id, buff) == 2) && i < num_boxes){
int n = 0;
int *rle = read_intlist(buff, &n, 0);
load_rle(part, rle, n);
image sized = rotate_crop_image(part, aug.rad, aug.scale, aug.w, aug.h, aug.dx, aug.dy, aug.aspect);
if(flip) flip_image(sized);
box b = bound_image(sized);
if(b.w > 0){
image crop = crop_image(sized, b.x, b.y, b.w, b.h);
image mask = resize_image(crop, mw, mh);
truth[i*(4 + mw*mh + 1) + 0] = (b.x + b.w/2.)/sized.w;
truth[i*(4 + mw*mh + 1) + 1] = (b.y + b.h/2.)/sized.h;
truth[i*(4 + mw*mh + 1) + 2] = b.w/sized.w;
truth[i*(4 + mw*mh + 1) + 3] = b.h/sized.h;
int j;
for(j = 0; j < mw*mh; ++j){
truth[i*(4 + mw*mh + 1) + 4 + j] = mask.data[j];
}
truth[i*(4 + mw*mh + 1) + 4 + mw*mh] = id;
free_image(crop);
free_image(mask);
++i;
}
free_image(sized);
free(rle);
}
fclose(file);
free_image(part);
}
void fill_truth_detection(char *path, int num_boxes, float *truth, int classes, int flip, float dx, float dy, float sx, float sy)
{
char labelpath[4096];
find_replace(path, "images", "labels", labelpath);
find_replace(labelpath, "JPEGImages", "labels", labelpath);
find_replace(labelpath, "raw", "labels", labelpath);
find_replace(labelpath, ".jpg", ".txt", labelpath);
find_replace(labelpath, ".png", ".txt", labelpath);
find_replace(labelpath, ".JPG", ".txt", labelpath);
find_replace(labelpath, ".JPEG", ".txt", labelpath);
int count = 0;
box_label *boxes = read_boxes(labelpath, &count);
randomize_boxes(boxes, count);
correct_boxes(boxes, count, dx, dy, sx, sy, flip);
if(count > num_boxes) count = num_boxes;
float x,y,w,h;
int id;
int i;
int sub = 0;
for (i = 0; i < count; ++i) {
x = boxes[i].x;
y = boxes[i].y;
w = boxes[i].w;
h = boxes[i].h;
id = boxes[i].id;
if ((w < .001 || h < .001)) {
++sub;
continue;
}
truth[(i-sub)*5+0] = x;
truth[(i-sub)*5+1] = y;
truth[(i-sub)*5+2] = w;
truth[(i-sub)*5+3] = h;
truth[(i-sub)*5+4] = id;
}
free(boxes);
}
#define NUMCHARS 37
void print_letters(float *pred, int n)
{
int i;
for(i = 0; i < n; ++i){
int index = max_index(pred+i*NUMCHARS, NUMCHARS);
printf("%c", int_to_alphanum(index));
}
printf("\n");
}
void fill_truth_captcha(char *path, int n, float *truth)
{
char *begin = strrchr(path, '/');
++begin;
int i;
for(i = 0; i < strlen(begin) && i < n && begin[i] != '.'; ++i){
int index = alphanum_to_int(begin[i]);
if(index > 35) printf("Bad %c\n", begin[i]);
truth[i*NUMCHARS+index] = 1;
}
for(;i < n; ++i){
truth[i*NUMCHARS + NUMCHARS-1] = 1;
}
}
data load_data_captcha(char **paths, int n, int m, int k, int w, int h)
{
if(m) paths = get_random_paths(paths, n, m);
data d = {0};
d.shallow = 0;
d.X = load_image_paths(paths, n, w, h);
d.y = make_matrix(n, k*NUMCHARS);
int i;
for(i = 0; i < n; ++i){
fill_truth_captcha(paths[i], k, d.y.vals[i]);
}
if(m) free(paths);
return d;
}
data load_data_captcha_encode(char **paths, int n, int m, int w, int h)
{
if(m) paths = get_random_paths(paths, n, m);
data d = {0};
d.shallow = 0;
d.X = load_image_paths(paths, n, w, h);
d.X.cols = 17100;
d.y = d.X;
if(m) free(paths);
return d;
}
void fill_truth(char *path, char **labels, int k, float *truth)
{
int i;
memset(truth, 0, k*sizeof(float));
int count = 0;
for(i = 0; i < k; ++i){
if(strstr(path, labels[i])){
truth[i] = 1;
++count;
//printf("%s %s %d\n", path, labels[i], i);
}
}
if(count != 1 && (k != 1 || count != 0)) printf("Too many or too few labels: %d, %s\n", count, path);
}
void fill_hierarchy(float *truth, int k, tree *hierarchy)
{
int j;
for(j = 0; j < k; ++j){
if(truth[j]){
int parent = hierarchy->parent[j];
while(parent >= 0){
truth[parent] = 1;
parent = hierarchy->parent[parent];
}
}
}
int i;
int count = 0;
for(j = 0; j < hierarchy->groups; ++j){
//printf("%d\n", count);
int mask = 1;
for(i = 0; i < hierarchy->group_size[j]; ++i){
if(truth[count + i]){
mask = 0;
break;
}
}
if (mask) {
for(i = 0; i < hierarchy->group_size[j]; ++i){
truth[count + i] = SECRET_NUM;
}
}
count += hierarchy->group_size[j];
}
}
matrix load_regression_labels_paths(char **paths, int n, int k)
{
matrix y = make_matrix(n, k);
int i,j;
for(i = 0; i < n; ++i){
char labelpath[4096];
find_replace(paths[i], "images", "labels", labelpath);
find_replace(labelpath, "JPEGImages", "labels", labelpath);
find_replace(labelpath, ".BMP", ".txt", labelpath);
find_replace(labelpath, ".JPEG", ".txt", labelpath);
find_replace(labelpath, ".JPG", ".txt", labelpath);
find_replace(labelpath, ".JPeG", ".txt", labelpath);
find_replace(labelpath, ".Jpeg", ".txt", labelpath);
find_replace(labelpath, ".PNG", ".txt", labelpath);
find_replace(labelpath, ".TIF", ".txt", labelpath);
find_replace(labelpath, ".bmp", ".txt", labelpath);
find_replace(labelpath, ".jpeg", ".txt", labelpath);
find_replace(labelpath, ".jpg", ".txt", labelpath);
find_replace(labelpath, ".png", ".txt", labelpath);
find_replace(labelpath, ".tif", ".txt", labelpath);
FILE *file = fopen(labelpath, "r");
for(j = 0; j < k; ++j){
fscanf(file, "%f", &(y.vals[i][j]));
}
fclose(file);
}
return y;
}
matrix load_labels_paths(char **paths, int n, char **labels, int k, tree *hierarchy)
{
matrix y = make_matrix(n, k);
int i;
for(i = 0; i < n && labels; ++i){
fill_truth(paths[i], labels, k, y.vals[i]);
if(hierarchy){
fill_hierarchy(y.vals[i], k, hierarchy);
}
}
return y;
}
matrix load_tags_paths(char **paths, int n, int k)
{
matrix y = make_matrix(n, k);
int i;
//int count = 0;
for(i = 0; i < n; ++i){
char label[4096];
find_replace(paths[i], "images", "labels", label);
find_replace(label, ".jpg", ".txt", label);
FILE *file = fopen(label, "r");
if (!file) continue;
//++count;
int tag;
while(fscanf(file, "%d", &tag) == 1){
if(tag < k){
y.vals[i][tag] = 1;
}
}
fclose(file);
}
//printf("%d/%d\n", count, n);
return y;
}
char **get_labels(char *filename)
{
list *plist = get_paths(filename);
if (plist == NULL)
{
return NULL;
}
char **labels = (char **)list_to_array(plist);
free_list(plist);
return labels;
}
void free_data(data d)
{
if(!d.shallow){
free_matrix(d.X);
free_matrix(d.y);
}else{
free(d.X.vals);
free(d.y.vals);
}
}
image get_segmentation_image(char *path, int w, int h, int classes)
{
char labelpath[4096];
find_replace(path, "images", "mask", labelpath);
find_replace(labelpath, "JPEGImages", "mask", labelpath);
find_replace(labelpath, ".jpg", ".txt", labelpath);
find_replace(labelpath, ".JPG", ".txt", labelpath);
find_replace(labelpath, ".JPEG", ".txt", labelpath);
image mask = make_image(w, h, classes);
FILE *file = fopen(labelpath, "r");
if(!file) file_error(labelpath);
char buff[32788];
int id;
image part = make_image(w, h, 1);
while(fscanf(file, "%d %s", &id, buff) == 2){
int n = 0;
int *rle = read_intlist(buff, &n, 0);
load_rle(part, rle, n);
or_image(part, mask, id);
free(rle);
}
//exclusive_image(mask);
fclose(file);
free_image(part);
return mask;
}
image get_segmentation_image2(char *path, int w, int h, int classes)
{
char labelpath[4096];
find_replace(path, "images", "mask", labelpath);
find_replace(labelpath, "JPEGImages", "mask", labelpath);
find_replace(labelpath, ".jpg", ".txt", labelpath);
find_replace(labelpath, ".JPG", ".txt", labelpath);
find_replace(labelpath, ".JPEG", ".txt", labelpath);
image mask = make_image(w, h, classes+1);
int i;
for(i = 0; i < w*h; ++i){
mask.data[w*h*classes + i] = 1;
}
FILE *file = fopen(labelpath, "r");
if(!file) file_error(labelpath);
char buff[32788];
int id;
image part = make_image(w, h, 1);
while(fscanf(file, "%d %s", &id, buff) == 2){
int n = 0;
int *rle = read_intlist(buff, &n, 0);
load_rle(part, rle, n);
or_image(part, mask, id);
for(i = 0; i < w*h; ++i){
if(part.data[i]) mask.data[w*h*classes + i] = 0;
}
free(rle);
}
//exclusive_image(mask);
fclose(file);
free_image(part);
return mask;
}
data load_data_seg(int n, char **paths, int m, int w, int h, int classes, int min, int max, float angle, float aspect, float hue, float saturation, float exposure, int div)
{
char **random_paths = get_random_paths(paths, n, m);
int i;
data d = {0};
d.shallow = 0;
d.X.rows = n;
d.X.vals = calloc(d.X.rows, sizeof(float*));
d.X.cols = h*w*3;
d.y.rows = n;
d.y.cols = h*w*classes/div/div;
d.y.vals = calloc(d.X.rows, sizeof(float*));
for(i = 0; i < n; ++i){
image orig = load_image_color(random_paths[i], 0, 0);
augment_args a = random_augment_args(orig, angle, aspect, min, max, w, h);
image sized = rotate_crop_image(orig, a.rad, a.scale, a.w, a.h, a.dx, a.dy, a.aspect);
int flip = rand()%2;
if(flip) flip_image(sized);
random_distort_image(sized, hue, saturation, exposure);
d.X.vals[i] = sized.data;
image mask = get_segmentation_image(random_paths[i], orig.w, orig.h, classes);
//image mask = make_image(orig.w, orig.h, classes+1);
image sized_m = rotate_crop_image(mask, a.rad, a.scale/div, a.w/div, a.h/div, a.dx/div, a.dy/div, a.aspect);
if(flip) flip_image(sized_m);
d.y.vals[i] = sized_m.data;
free_image(orig);
free_image(mask);
/*
image rgb = mask_to_rgb(sized_m, classes);
show_image(rgb, "part");
show_image(sized, "orig");
cvWaitKey(0);
free_image(rgb);
*/
}
free(random_paths);
return d;
}
data load_data_iseg(int n, char **paths, int m, int w, int h, int classes, int boxes, int coords, int min, int max, float angle, float aspect, float hue, float saturation, float exposure)
{
char **random_paths = get_random_paths(paths, n, m);
int i;
data d = {0};
d.shallow = 0;
d.X.rows = n;
d.X.vals = calloc(d.X.rows, sizeof(float*));
d.X.cols = h*w*3;
d.y = make_matrix(n, (coords+1)*boxes);
for(i = 0; i < n; ++i){
image orig = load_image_color(random_paths[i], 0, 0);
augment_args a = random_augment_args(orig, angle, aspect, min, max, w, h);
image sized = rotate_crop_image(orig, a.rad, a.scale, a.w, a.h, a.dx, a.dy, a.aspect);
int flip = rand()%2;
if(flip) flip_image(sized);
random_distort_image(sized, hue, saturation, exposure);
d.X.vals[i] = sized.data;
//show_image(sized, "image");
fill_truth_iseg(random_paths[i], boxes, d.y.vals[i], classes, orig.w, orig.h, a, flip, 14, 14);
free_image(orig);
/*
image rgb = mask_to_rgb(sized_m, classes);
show_image(rgb, "part");
show_image(sized, "orig");
cvWaitKey(0);
free_image(rgb);
*/
}
free(random_paths);
return d;
}
data load_data_region(int n, char **paths, int m, int w, int h, int size, int classes, float jitter, float hue, float saturation, float exposure)
{
char **random_paths = get_random_paths(paths, n, m);
int i;
data d = {0};
d.shallow = 0;
d.X.rows = n;
d.X.vals = calloc(d.X.rows, sizeof(float*));
d.X.cols = h*w*3;
int k = size*size*(5+classes);
d.y = make_matrix(n, k);
for(i = 0; i < n; ++i){
image orig = load_image_color(random_paths[i], 0, 0);
int oh = orig.h;
int ow = orig.w;
int dw = (ow*jitter);
int dh = (oh*jitter);
int pleft = rand_uniform(-dw, dw);
int pright = rand_uniform(-dw, dw);
int ptop = rand_uniform(-dh, dh);
int pbot = rand_uniform(-dh, dh);
int swidth = ow - pleft - pright;
int sheight = oh - ptop - pbot;
float sx = (float)swidth / ow;
float sy = (float)sheight / oh;
int flip = rand()%2;
image cropped = crop_image(orig, pleft, ptop, swidth, sheight);
float dx = ((float)pleft/ow)/sx;
float dy = ((float)ptop /oh)/sy;
image sized = resize_image(cropped, w, h);
if(flip) flip_image(sized);
random_distort_image(sized, hue, saturation, exposure);
d.X.vals[i] = sized.data;
fill_truth_region(random_paths[i], d.y.vals[i], classes, size, flip, dx, dy, 1./sx, 1./sy);
free_image(orig);
free_image(cropped);
}
free(random_paths);
return d;
}
data load_data_compare(int n, char **paths, int m, int classes, int w, int h)
{
if(m) paths = get_random_paths(paths, 2*n, m);
int i,j;
data d = {0};
d.shallow = 0;
d.X.rows = n;
d.X.vals = calloc(d.X.rows, sizeof(float*));
d.X.cols = h*w*6;
int k = 2*(classes);
d.y = make_matrix(n, k);
for(i = 0; i < n; ++i){
image im1 = load_image_color(paths[i*2], w, h);
image im2 = load_image_color(paths[i*2+1], w, h);
d.X.vals[i] = calloc(d.X.cols, sizeof(float));
memcpy(d.X.vals[i], im1.data, h*w*3*sizeof(float));
memcpy(d.X.vals[i] + h*w*3, im2.data, h*w*3*sizeof(float));
int id;
float iou;
char imlabel1[4096];
char imlabel2[4096];
find_replace(paths[i*2], "imgs", "labels", imlabel1);
find_replace(imlabel1, "jpg", "txt", imlabel1);
FILE *fp1 = fopen(imlabel1, "r");
while(fscanf(fp1, "%d %f", &id, &iou) == 2){
if (d.y.vals[i][2*id] < iou) d.y.vals[i][2*id] = iou;
}
find_replace(paths[i*2+1], "imgs", "labels", imlabel2);
find_replace(imlabel2, "jpg", "txt", imlabel2);
FILE *fp2 = fopen(imlabel2, "r");
while(fscanf(fp2, "%d %f", &id, &iou) == 2){
if (d.y.vals[i][2*id + 1] < iou) d.y.vals[i][2*id + 1] = iou;
}
for (j = 0; j < classes; ++j){
if (d.y.vals[i][2*j] > .5 && d.y.vals[i][2*j+1] < .5){
d.y.vals[i][2*j] = 1;
d.y.vals[i][2*j+1] = 0;
} else if (d.y.vals[i][2*j] < .5 && d.y.vals[i][2*j+1] > .5){
d.y.vals[i][2*j] = 0;
d.y.vals[i][2*j+1] = 1;
} else {
d.y.vals[i][2*j] = SECRET_NUM;
d.y.vals[i][2*j+1] = SECRET_NUM;
}
}
fclose(fp1);
fclose(fp2);
free_image(im1);
free_image(im2);
}
if(m) free(paths);
return d;
}
data load_data_swag(char **paths, int n, int classes, float jitter)
{
int index = rand()%n;
char *random_path = paths[index];
image orig = load_image_color(random_path, 0, 0);
int h = orig.h;
int w = orig.w;
data d = {0};
d.shallow = 0;
d.w = w;
d.h = h;
d.X.rows = 1;
d.X.vals = calloc(d.X.rows, sizeof(float*));
d.X.cols = h*w*3;
int k = (4+classes)*90;
d.y = make_matrix(1, k);
int dw = w*jitter;
int dh = h*jitter;
int pleft = rand_uniform(-dw, dw);
int pright = rand_uniform(-dw, dw);
int ptop = rand_uniform(-dh, dh);
int pbot = rand_uniform(-dh, dh);
int swidth = w - pleft - pright;
int sheight = h - ptop - pbot;
float sx = (float)swidth / w;
float sy = (float)sheight / h;
int flip = rand()%2;
image cropped = crop_image(orig, pleft, ptop, swidth, sheight);
float dx = ((float)pleft/w)/sx;
float dy = ((float)ptop /h)/sy;
image sized = resize_image(cropped, w, h);
if(flip) flip_image(sized);
d.X.vals[0] = sized.data;
fill_truth_swag(random_path, d.y.vals[0], classes, flip, dx, dy, 1./sx, 1./sy);
free_image(orig);
free_image(cropped);
return d;
}
data load_data_detection(int n, char **paths, int m, int w, int h, int boxes, int classes, float jitter, float hue, float saturation, float exposure)
{
char **random_paths = get_random_paths(paths, n, m);
int i;
data d = {0};
d.shallow = 0;
d.X.rows = n;
d.X.vals = calloc(d.X.rows, sizeof(float*));
d.X.cols = h*w*3;
d.y = make_matrix(n, 5*boxes);
for(i = 0; i < n; ++i){
image orig = load_image_color(random_paths[i], 0, 0);
image sized = make_image(w, h, orig.c);
fill_image(sized, .5);
float dw = jitter * orig.w;
float dh = jitter * orig.h;
float new_ar = (orig.w + rand_uniform(-dw, dw)) / (orig.h + rand_uniform(-dh, dh));
float scale = rand_uniform(.25, 2);
float nw, nh;
if(new_ar < 1){
nh = scale * h;
nw = nh * new_ar;
} else {
nw = scale * w;
nh = nw / new_ar;
}
float dx = rand_uniform(0, w - nw);
float dy = rand_uniform(0, h - nh);
place_image(orig, nw, nh, dx, dy, sized);
random_distort_image(sized, hue, saturation, exposure);
int flip = rand()%2;
if(flip) flip_image(sized);
d.X.vals[i] = sized.data;
fill_truth_detection(random_paths[i], boxes, d.y.vals[i], classes, flip, -dx/w, -dy/h, nw/w, nh/h);
free_image(orig);
}
free(random_paths);
return d;
}
void *load_thread(void *ptr)
{
//printf("Loading data: %d\n", rand());
load_args a = *(struct load_args*)ptr;
if(a.exposure == 0) a.exposure = 1;
if(a.saturation == 0) a.saturation = 1;
if(a.aspect == 0) a.aspect = 1;
if (a.type == OLD_CLASSIFICATION_DATA){
*a.d = load_data_old(a.paths, a.n, a.m, a.labels, a.classes, a.w, a.h);
} else if (a.type == REGRESSION_DATA){
*a.d = load_data_regression(a.paths, a.n, a.m, a.classes, a.min, a.max, a.size, a.angle, a.aspect, a.hue, a.saturation, a.exposure);
} else if (a.type == CLASSIFICATION_DATA){
*a.d = load_data_augment(a.paths, a.n, a.m, a.labels, a.classes, a.hierarchy, a.min, a.max, a.size, a.angle, a.aspect, a.hue, a.saturation, a.exposure, a.center);
} else if (a.type == SUPER_DATA){
*a.d = load_data_super(a.paths, a.n, a.m, a.w, a.h, a.scale);
} else if (a.type == WRITING_DATA){
*a.d = load_data_writing(a.paths, a.n, a.m, a.w, a.h, a.out_w, a.out_h);
} else if (a.type == INSTANCE_DATA){
*a.d = load_data_iseg(a.n, a.paths, a.m, a.w, a.h, a.classes, a.num_boxes, a.coords, a.min, a.max, a.angle, a.aspect, a.hue, a.saturation, a.exposure);
} else if (a.type == SEGMENTATION_DATA){
*a.d = load_data_seg(a.n, a.paths, a.m, a.w, a.h, a.classes, a.min, a.max, a.angle, a.aspect, a.hue, a.saturation, a.exposure, a.scale);
} else if (a.type == REGION_DATA){
*a.d = load_data_region(a.n, a.paths, a.m, a.w, a.h, a.num_boxes, a.classes, a.jitter, a.hue, a.saturation, a.exposure);
} else if (a.type == DETECTION_DATA){
*a.d = load_data_detection(a.n, a.paths, a.m, a.w, a.h, a.num_boxes, a.classes, a.jitter, a.hue, a.saturation, a.exposure);
} else if (a.type == SWAG_DATA){
*a.d = load_data_swag(a.paths, a.n, a.classes, a.jitter);
} else if (a.type == COMPARE_DATA){
*a.d = load_data_compare(a.n, a.paths, a.m, a.classes, a.w, a.h);
} else if (a.type == IMAGE_DATA){
*(a.im) = load_image_color(a.path, 0, 0);
*(a.resized) = resize_image(*(a.im), a.w, a.h);
} else if (a.type == LETTERBOX_DATA){
*(a.im) = load_image_color(a.path, 0, 0);
*(a.resized) = letterbox_image(*(a.im), a.w, a.h);
} else if (a.type == TAG_DATA){
*a.d = load_data_tag(a.paths, a.n, a.m, a.classes, a.min, a.max, a.size, a.angle, a.aspect, a.hue, a.saturation, a.exposure);
}
free(ptr);
return 0;
}
pthread_t load_data_in_thread(load_args args)
{
pthread_t thread;
struct load_args *ptr = calloc(1, sizeof(struct load_args));
*ptr = args;
if(pthread_create(&thread, 0, load_thread, ptr)) error("Thread creation failed");
return thread;
}
void *load_threads(void *ptr)
{
int i;
load_args args = *(load_args *)ptr;
if (args.threads == 0) args.threads = 1;
data *out = args.d;
int total = args.n;
free(ptr);
data *buffers = calloc(args.threads, sizeof(data));
pthread_t *threads = calloc(args.threads, sizeof(pthread_t));
for(i = 0; i < args.threads; ++i){
args.d = buffers + i;
args.n = (i+1) * total/args.threads - i * total/args.threads;
threads[i] = load_data_in_thread(args);
}
for(i = 0; i < args.threads; ++i){
pthread_join(threads[i], 0);
}
*out = concat_datas(buffers, args.threads);
out->shallow = 0;
for(i = 0; i < args.threads; ++i){
buffers[i].shallow = 1;
free_data(buffers[i]);
}
free(buffers);
free(threads);
return 0;
}
void load_data_blocking(load_args args)
{
struct load_args *ptr = calloc(1, sizeof(struct load_args));
*ptr = args;
load_thread(ptr);
}
pthread_t load_data(load_args args)
{
pthread_t thread;
struct load_args *ptr = calloc(1, sizeof(struct load_args));
*ptr = args;
if(pthread_create(&thread, 0, load_threads, ptr)) error("Thread creation failed");
return thread;
}
data load_data_writing(char **paths, int n, int m, int w, int h, int out_w, int out_h)
{
if(m) paths = get_random_paths(paths, n, m);
char **replace_paths = find_replace_paths(paths, n, ".png", "-label.png");
data d = {0};
d.shallow = 0;
d.X = load_image_paths(paths, n, w, h);
d.y = load_image_paths_gray(replace_paths, n, out_w, out_h);
if(m) free(paths);
int i;
for(i = 0; i < n; ++i) free(replace_paths[i]);
free(replace_paths);
return d;
}
data load_data_old(char **paths, int n, int m, char **labels, int k, int w, int h)
{
if(m) paths = get_random_paths(paths, n, m);
data d = {0};
d.shallow = 0;
d.X = load_image_paths(paths, n, w, h);
d.y = load_labels_paths(paths, n, labels, k, 0);
if(m) free(paths);
return d;
}
/*
data load_data_study(char **paths, int n, int m, char **labels, int k, int min, int max, int size, float angle, float aspect, float hue, float saturation, float exposure)
{
data d = {0};
d.indexes = calloc(n, sizeof(int));
if(m) paths = get_random_paths_indexes(paths, n, m, d.indexes);
d.shallow = 0;
d.X = load_image_augment_paths(paths, n, min, max, size, angle, aspect, hue, saturation, exposure);
d.y = load_labels_paths(paths, n, labels, k);
if(m) free(paths);
return d;
}
*/
data load_data_super(char **paths, int n, int m, int w, int h, int scale)
{
if(m) paths = get_random_paths(paths, n, m);
data d = {0};
d.shallow = 0;
int i;
d.X.rows = n;
d.X.vals = calloc(n, sizeof(float*));
d.X.cols = w*h*3;
d.y.rows = n;
d.y.vals = calloc(n, sizeof(float*));
d.y.cols = w*scale * h*scale * 3;
for(i = 0; i < n; ++i){
image im = load_image_color(paths[i], 0, 0);
image crop = random_crop_image(im, w*scale, h*scale);
int flip = rand()%2;
if (flip) flip_image(crop);
image resize = resize_image(crop, w, h);
d.X.vals[i] = resize.data;
d.y.vals[i] = crop.data;
free_image(im);
}
if(m) free(paths);
return d;
}
data load_data_regression(char **paths, int n, int m, int k, int min, int max, int size, float angle, float aspect, float hue, float saturation, float exposure)
{
if(m) paths = get_random_paths(paths, n, m);
data d = {0};
d.shallow = 0;
d.X = load_image_augment_paths(paths, n, min, max, size, angle, aspect, hue, saturation, exposure, 0);
d.y = load_regression_labels_paths(paths, n, k);
if(m) free(paths);
return d;
}
data select_data(data *orig, int *inds)
{
data d = {0};
d.shallow = 1;
d.w = orig[0].w;
d.h = orig[0].h;
d.X.rows = orig[0].X.rows;
d.y.rows = orig[0].X.rows;
d.X.cols = orig[0].X.cols;
d.y.cols = orig[0].y.cols;
d.X.vals = calloc(orig[0].X.rows, sizeof(float *));
d.y.vals = calloc(orig[0].y.rows, sizeof(float *));
int i;
for(i = 0; i < d.X.rows; ++i){
d.X.vals[i] = orig[inds[i]].X.vals[i];
d.y.vals[i] = orig[inds[i]].y.vals[i];
}
return d;
}
data *tile_data(data orig, int divs, int size)
{
data *ds = calloc(divs*divs, sizeof(data));
int i, j;
#pragma omp parallel for
for(i = 0; i < divs*divs; ++i){
data d;
d.shallow = 0;
d.w = orig.w/divs * size;
d.h = orig.h/divs * size;
d.X.rows = orig.X.rows;
d.X.cols = d.w*d.h*3;
d.X.vals = calloc(d.X.rows, sizeof(float*));
d.y = copy_matrix(orig.y);
#pragma omp parallel for
for(j = 0; j < orig.X.rows; ++j){
int x = (i%divs) * orig.w / divs - (d.w - orig.w/divs)/2;
int y = (i/divs) * orig.h / divs - (d.h - orig.h/divs)/2;
image im = float_to_image(orig.w, orig.h, 3, orig.X.vals[j]);
d.X.vals[j] = crop_image(im, x, y, d.w, d.h).data;
}
ds[i] = d;
}
return ds;
}
data resize_data(data orig, int w, int h)
{
data d = {0};
d.shallow = 0;
d.w = w;
d.h = h;
int i;
d.X.rows = orig.X.rows;
d.X.cols = w*h*3;
d.X.vals = calloc(d.X.rows, sizeof(float*));
d.y = copy_matrix(orig.y);
#pragma omp parallel for
for(i = 0; i < orig.X.rows; ++i){
image im = float_to_image(orig.w, orig.h, 3, orig.X.vals[i]);
d.X.vals[i] = resize_image(im, w, h).data;
}
return d;
}
data load_data_augment(char **paths, int n, int m, char **labels, int k, tree *hierarchy, int min, int max, int size, float angle, float aspect, float hue, float saturation, float exposure, int center)
{
if(m) paths = get_random_paths(paths, n, m);
data d = {0};
d.shallow = 0;
d.w=size;
d.h=size;
d.X = load_image_augment_paths(paths, n, min, max, size, angle, aspect, hue, saturation, exposure, center);
d.y = load_labels_paths(paths, n, labels, k, hierarchy);
if(m) free(paths);
return d;
}
data load_data_tag(char **paths, int n, int m, int k, int min, int max, int size, float angle, float aspect, float hue, float saturation, float exposure)
{
if(m) paths = get_random_paths(paths, n, m);
data d = {0};
d.w = size;
d.h = size;
d.shallow = 0;
d.X = load_image_augment_paths(paths, n, min, max, size, angle, aspect, hue, saturation, exposure, 0);
d.y = load_tags_paths(paths, n, k);
if(m) free(paths);
return d;
}
matrix concat_matrix(matrix m1, matrix m2)
{
int i, count = 0;
matrix m;
m.cols = m1.cols;
m.rows = m1.rows+m2.rows;
m.vals = calloc(m1.rows + m2.rows, sizeof(float*));
for(i = 0; i < m1.rows; ++i){
m.vals[count++] = m1.vals[i];
}
for(i = 0; i < m2.rows; ++i){
m.vals[count++] = m2.vals[i];
}
return m;
}
data concat_data(data d1, data d2)
{
data d = {0};
d.shallow = 1;
d.X = concat_matrix(d1.X, d2.X);
d.y = concat_matrix(d1.y, d2.y);
d.w = d1.w;
d.h = d1.h;
return d;
}
data concat_datas(data *d, int n)
{
int i;
data out = {0};
for(i = 0; i < n; ++i){
data new = concat_data(d[i], out);
free_data(out);
out = new;
}
return out;
}
data load_categorical_data_csv(char *filename, int target, int k)
{
data d = {0};
d.shallow = 0;
matrix X = csv_to_matrix(filename);
float *truth_1d = pop_column(&X, target);
float **truth = one_hot_encode(truth_1d, X.rows, k);
matrix y;
y.rows = X.rows;
y.cols = k;
y.vals = truth;
d.X = X;
d.y = y;
free(truth_1d);
return d;
}
data load_cifar10_data(char *filename)
{
data d = {0};
d.shallow = 0;
long i,j;
matrix X = make_matrix(10000, 3072);
matrix y = make_matrix(10000, 10);
d.X = X;
d.y = y;
FILE *fp = fopen(filename, "rb");
if(!fp) file_error(filename);
for(i = 0; i < 10000; ++i){
unsigned char bytes[3073];
fread(bytes, 1, 3073, fp);
int class = bytes[0];
y.vals[i][class] = 1;
for(j = 0; j < X.cols; ++j){
X.vals[i][j] = (double)bytes[j+1];
}
}
scale_data_rows(d, 1./255);
//normalize_data_rows(d);
fclose(fp);
return d;
}
void get_random_batch(data d, int n, float *X, float *y)
{
int j;
for(j = 0; j < n; ++j){
int index = rand()%d.X.rows;
memcpy(X+j*d.X.cols, d.X.vals[index], d.X.cols*sizeof(float));
memcpy(y+j*d.y.cols, d.y.vals[index], d.y.cols*sizeof(float));
}
}
void get_next_batch(data d, int n, int offset, float *X, float *y)
{
int j;
for(j = 0; j < n; ++j){
int index = offset + j;
memcpy(X+j*d.X.cols, d.X.vals[index], d.X.cols*sizeof(float));
if(y) memcpy(y+j*d.y.cols, d.y.vals[index], d.y.cols*sizeof(float));
}
}
void smooth_data(data d)
{
int i, j;
float scale = 1. / d.y.cols;
float eps = .1;
for(i = 0; i < d.y.rows; ++i){
for(j = 0; j < d.y.cols; ++j){
d.y.vals[i][j] = eps * scale + (1-eps) * d.y.vals[i][j];
}
}
}
data load_all_cifar10()
{
data d = {0};
d.shallow = 0;
int i,j,b;
matrix X = make_matrix(50000, 3072);
matrix y = make_matrix(50000, 10);
d.X = X;
d.y = y;
for(b = 0; b < 5; ++b){
char buff[256];
sprintf(buff, "data/cifar/cifar-10-batches-bin/data_batch_%d.bin", b+1);
FILE *fp = fopen(buff, "rb");
if(!fp) file_error(buff);
for(i = 0; i < 10000; ++i){
unsigned char bytes[3073];
fread(bytes, 1, 3073, fp);
int class = bytes[0];
y.vals[i+b*10000][class] = 1;
for(j = 0; j < X.cols; ++j){
X.vals[i+b*10000][j] = (double)bytes[j+1];
}
}
fclose(fp);
}
//normalize_data_rows(d);
scale_data_rows(d, 1./255);
smooth_data(d);
return d;
}
data load_go(char *filename)
{
FILE *fp = fopen(filename, "rb");
matrix X = make_matrix(3363059, 361);
matrix y = make_matrix(3363059, 361);
int row, col;
if(!fp) file_error(filename);
char *label;
int count = 0;
while((label = fgetl(fp))){
int i;
if(count == X.rows){
X = resize_matrix(X, count*2);
y = resize_matrix(y, count*2);
}
sscanf(label, "%d %d", &row, &col);
char *board = fgetl(fp);
int index = row*19 + col;
y.vals[count][index] = 1;
for(i = 0; i < 19*19; ++i){
float val = 0;
if(board[i] == '1') val = 1;
else if(board[i] == '2') val = -1;
X.vals[count][i] = val;
}
++count;
free(label);
free(board);
}
X = resize_matrix(X, count);
y = resize_matrix(y, count);
data d = {0};
d.shallow = 0;
d.X = X;
d.y = y;
fclose(fp);
return d;
}
void randomize_data(data d)
{
int i;
for(i = d.X.rows-1; i > 0; --i){
int index = rand()%i;
float *swap = d.X.vals[index];
d.X.vals[index] = d.X.vals[i];
d.X.vals[i] = swap;
swap = d.y.vals[index];
d.y.vals[index] = d.y.vals[i];
d.y.vals[i] = swap;
}
}
void scale_data_rows(data d, float s)
{
int i;
for(i = 0; i < d.X.rows; ++i){
scale_array(d.X.vals[i], d.X.cols, s);
}
}
void translate_data_rows(data d, float s)
{
int i;
for(i = 0; i < d.X.rows; ++i){
translate_array(d.X.vals[i], d.X.cols, s);
}
}
data copy_data(data d)
{
data c = {0};
c.w = d.w;
c.h = d.h;
c.shallow = 0;
c.num_boxes = d.num_boxes;
c.boxes = d.boxes;
c.X = copy_matrix(d.X);
c.y = copy_matrix(d.y);
return c;
}
void normalize_data_rows(data d)
{
int i;
for(i = 0; i < d.X.rows; ++i){
normalize_array(d.X.vals[i], d.X.cols);
}
}
data get_data_part(data d, int part, int total)
{
data p = {0};
p.shallow = 1;
p.X.rows = d.X.rows * (part + 1) / total - d.X.rows * part / total;
p.y.rows = d.y.rows * (part + 1) / total - d.y.rows * part / total;
p.X.cols = d.X.cols;
p.y.cols = d.y.cols;
p.X.vals = d.X.vals + d.X.rows * part / total;
p.y.vals = d.y.vals + d.y.rows * part / total;
return p;
}
data get_random_data(data d, int num)
{
data r = {0};
r.shallow = 1;
r.X.rows = num;
r.y.rows = num;
r.X.cols = d.X.cols;
r.y.cols = d.y.cols;
r.X.vals = calloc(num, sizeof(float *));
r.y.vals = calloc(num, sizeof(float *));
int i;
for(i = 0; i < num; ++i){
int index = rand()%d.X.rows;
r.X.vals[i] = d.X.vals[index];
r.y.vals[i] = d.y.vals[index];
}
return r;
}
data *split_data(data d, int part, int total)
{
data *split = calloc(2, sizeof(data));
int i;
int start = part*d.X.rows/total;
int end = (part+1)*d.X.rows/total;
data train;
data test;
train.shallow = test.shallow = 1;
test.X.rows = test.y.rows = end-start;
train.X.rows = train.y.rows = d.X.rows - (end-start);
train.X.cols = test.X.cols = d.X.cols;
train.y.cols = test.y.cols = d.y.cols;
train.X.vals = calloc(train.X.rows, sizeof(float*));
test.X.vals = calloc(test.X.rows, sizeof(float*));
train.y.vals = calloc(train.y.rows, sizeof(float*));
test.y.vals = calloc(test.y.rows, sizeof(float*));
for(i = 0; i < start; ++i){
train.X.vals[i] = d.X.vals[i];
train.y.vals[i] = d.y.vals[i];
}
for(i = start; i < end; ++i){
test.X.vals[i-start] = d.X.vals[i];
test.y.vals[i-start] = d.y.vals[i];
}
for(i = end; i < d.X.rows; ++i){
train.X.vals[i-(end-start)] = d.X.vals[i];
train.y.vals[i-(end-start)] = d.y.vals[i];
}
split[0] = train;
split[1] = test;
return split;
}
|
gsrb.ompsimd.c | //------------------------------------------------------------------------------------------------------------------------------
// Samuel Williams
// SWWilliams@lbl.gov
// Lawrence Berkeley National Lab
//------------------------------------------------------------------------------------------------------------------------------
#if (BLOCKCOPY_TILE_I != 10000)
#error gsrb.simd.c does not permit blocking in the unit stride (BLOCKCOPY_TILE_I != 10000)
#endif
//------------------------------------------------------------------------------------------------------------------------------
void smooth(level_type * level, int x_id, int rhs_id, const double a, const double b){
int block,s;
for(s=0;s<2*NUM_SMOOTHS;s++){ // there are two sweeps per GSRB smooth
// exchange the ghost zone...
#ifdef GSRB_OOP // out-of-place GSRB ping pongs between x and VECTOR_TEMP
if((s&1)==0){exchange_boundary(level, x_id,stencil_get_shape());apply_BCs(level, x_id,stencil_get_shape());}
else{exchange_boundary(level,VECTOR_TEMP,stencil_get_shape());apply_BCs(level,VECTOR_TEMP,stencil_get_shape());}
#else // in-place GSRB only operates on x
exchange_boundary(level, x_id,stencil_get_shape());apply_BCs(level, x_id,stencil_get_shape());
#endif
// apply the smoother...
double _timeStart = getTime();
// loop over all block/tiles this process owns...
PRAGMA_THREAD_ACROSS_BLOCKS(level,block,level->num_my_blocks)
for(block=0;block<level->num_my_blocks;block++){
const int box = level->my_blocks[block].read.box;
//const int ilo = level->my_blocks[block].read.i;
const int jlo = level->my_blocks[block].read.j;
const int klo = level->my_blocks[block].read.k;
const int idim = level->box_dim;
//const int idim = level->my_blocks[block].dim.i;
const int jdim = level->my_blocks[block].dim.j;
const int kdim = level->my_blocks[block].dim.k;
const double h2inv = 1.0/(level->h*level->h);
const int ghosts = level->box_ghosts;
const int jStride = level->box_jStride;
const int kStride = level->box_kStride;
//const int jStride = level->my_boxes[box].jStride;
//const int kStride = level->my_boxes[box].kStride;
const int offset = ghosts*(1+jStride+kStride) + (/*ilo +*/ jlo*jStride + klo*kStride); // offset from first ghost zone to first element this block operates on
const double * __restrict__ rhs = level->my_boxes[box].vectors[ rhs_id] + offset;
const double * __restrict__ alpha = level->my_boxes[box].vectors[VECTOR_ALPHA ] + offset;
const double * __restrict__ beta_i = level->my_boxes[box].vectors[VECTOR_BETA_I] + offset;
const double * __restrict__ beta_j = level->my_boxes[box].vectors[VECTOR_BETA_J] + offset;
const double * __restrict__ beta_k = level->my_boxes[box].vectors[VECTOR_BETA_K] + offset;
const double * __restrict__ Dinv = level->my_boxes[box].vectors[VECTOR_DINV ] + offset;
#ifdef GSRB_OOP
const double * __restrict__ x_n;
double * __restrict__ x_np1;
if((s&1)==0){x_n = level->my_boxes[box].vectors[ x_id] + offset;
x_np1 = level->my_boxes[box].vectors[VECTOR_TEMP ] + offset;}
else{x_n = level->my_boxes[box].vectors[VECTOR_TEMP ] + offset;
x_np1 = level->my_boxes[box].vectors[ x_id] + offset;}
#else
const double * __restrict__ x_n = level->my_boxes[box].vectors[ x_id] + offset;
double * __restrict__ x_np1 = level->my_boxes[box].vectors[ x_id] + offset;
#endif
#ifdef __INTEL_COMPILER
//__assume_aligned(rhs ,BOX_ALIGN_JSTRIDE*sizeof(double));
//__assume_aligned(alpha ,BOX_ALIGN_JSTRIDE*sizeof(double));
//__assume_aligned(beta_i,BOX_ALIGN_JSTRIDE*sizeof(double));
//__assume_aligned(beta_j,BOX_ALIGN_JSTRIDE*sizeof(double));
//__assume_aligned(beta_k,BOX_ALIGN_JSTRIDE*sizeof(double));
//__assume_aligned(Dinv ,BOX_ALIGN_JSTRIDE*sizeof(double));
//__assume_aligned(x_n ,BOX_ALIGN_JSTRIDE*sizeof(double));
//__assume_aligned(x_np1 ,BOX_ALIGN_JSTRIDE*sizeof(double));
__assume( ( jStride) % BOX_ALIGN_JSTRIDE == 0); // e.g. jStride%4==0 or jStride%8==0, hence x+jStride is aligned
__assume( ( kStride) % BOX_ALIGN_KSTRIDE == 0);
__assume( ( 2*jStride) % BOX_ALIGN_JSTRIDE == 0);
__assume( ( 2*kStride) % BOX_ALIGN_KSTRIDE == 0);
__assume( ( idim) % BOX_ALIGN_JSTRIDE == 0); // FIX... is this safe ?!!
#elif __xlC__
__alignx(BOX_ALIGN_JSTRIDE*sizeof(double), rhs );
__alignx(BOX_ALIGN_JSTRIDE*sizeof(double), alpha );
__alignx(BOX_ALIGN_JSTRIDE*sizeof(double), beta_i);
__alignx(BOX_ALIGN_JSTRIDE*sizeof(double), beta_j);
__alignx(BOX_ALIGN_JSTRIDE*sizeof(double), beta_k);
__alignx(BOX_ALIGN_JSTRIDE*sizeof(double), Dinv );
__alignx(BOX_ALIGN_JSTRIDE*sizeof(double), x_n );
__alignx(BOX_ALIGN_JSTRIDE*sizeof(double), x_np1 );
#endif
int i,j,k;
const int color000 = (level->my_boxes[box].low.i^level->my_boxes[box].low.j^level->my_boxes[box].low.k/*^ilo*/^jlo^klo^s)&1; // is element 000 red or black on *THIS* sweep
for(k=0;k<kdim;k++){
for(j=0;j<jdim;j++){
const double * __restrict__ RedBlack = level->RedBlack_FP + ghosts*(1+jStride) + jStride*((j^k^color000)&1);// exploit pencil symmetry (only need two pencils, not two planes == low cache pressure)
#if (_OPENMP>=201307) // OpenMP 4.0
#pragma omp simd aligned(alpha,beta_i,beta_j,beta_k,rhs,Dinv,x_n,x_np1,RedBlack:BOX_ALIGN_JSTRIDE*sizeof(double))
#endif
for(i=0;i<idim;i++){
int ijk = i + j*jStride + k*kStride;
double Ax = apply_op_ijk(x_n);
x_np1[ijk] = x_n[ijk] + RedBlack[i]*Dinv[ijk]*(rhs[ijk]-Ax);
}}}
} // boxes
level->timers.smooth += (double)(getTime()-_timeStart);
} // s-loop
}
//------------------------------------------------------------------------------------------------------------------------------
|
draw.c | /*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
% DDDD RRRR AAA W W %
% D D R R A A W W %
% D D RRRR AAAAA W W W %
% D D R RN A A WW WW %
% DDDD R R A A W W %
% %
% %
% MagickCore Image Drawing Methods %
% %
% %
% Software Design %
% Cristy %
% July 1998 %
% %
% %
% Copyright 1999-2019 ImageMagick Studio LLC, a non-profit organization %
% dedicated to making software imaging solutions freely available. %
% %
% You may not use this file except in compliance with the License. You may %
% obtain a copy of the License at %
% %
% https://imagemagick.org/script/license.php %
% %
% Unless required by applicable law or agreed to in writing, software %
% distributed under the License is distributed on an "AS IS" BASIS, %
% WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. %
% See the License for the specific language governing permissions and %
% limitations under the License. %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% Bill Radcliffe of Corbis (www.corbis.com) contributed the polygon
% rendering code based on Paul Heckbert's "Concave Polygon Scan Conversion",
% Graphics Gems, 1990. Leonard Rosenthal and David Harr of Appligent
% (www.appligent.com) contributed the dash pattern, linecap stroking
% algorithm, and minor rendering improvements.
%
*/
/*
Include declarations.
*/
#include "magick/studio.h"
#include "magick/annotate.h"
#include "magick/artifact.h"
#include "magick/blob.h"
#include "magick/cache.h"
#include "magick/cache-private.h"
#include "magick/cache-view.h"
#include "magick/channel.h"
#include "magick/color.h"
#include "magick/color-private.h"
#include "magick/colorspace.h"
#include "magick/colorspace-private.h"
#include "magick/composite.h"
#include "magick/composite-private.h"
#include "magick/constitute.h"
#include "magick/draw.h"
#include "magick/draw-private.h"
#include "magick/enhance.h"
#include "magick/exception.h"
#include "magick/exception-private.h"
#include "magick/gem.h"
#include "magick/geometry.h"
#include "magick/image-private.h"
#include "magick/list.h"
#include "magick/log.h"
#include "magick/memory-private.h"
#include "magick/monitor.h"
#include "magick/monitor-private.h"
#include "magick/option.h"
#include "magick/paint.h"
#include "magick/pixel-accessor.h"
#include "magick/pixel-private.h"
#include "magick/property.h"
#include "magick/resample.h"
#include "magick/resample-private.h"
#include "magick/resource_.h"
#include "magick/splay-tree.h"
#include "magick/string_.h"
#include "magick/string-private.h"
#include "magick/thread-private.h"
#include "magick/token.h"
#include "magick/transform.h"
#include "magick/utility.h"
/*
Define declarations.
*/
#define BezierQuantum 200
#define PrimitiveExtentPad 2048
#define MaxBezierCoordinates 4194304
#define ThrowPointExpectedException(image,token) \
{ \
(void) ThrowMagickException(&(image)->exception,GetMagickModule(),DrawError, \
"NonconformingDrawingPrimitiveDefinition","`%s'",token); \
status=MagickFalse; \
break; \
}
/*
Typedef declarations.
*/
typedef struct _EdgeInfo
{
SegmentInfo
bounds;
double
scanline;
PointInfo
*points;
size_t
number_points;
ssize_t
direction;
MagickBooleanType
ghostline;
size_t
highwater;
} EdgeInfo;
typedef struct _ElementInfo
{
double
cx,
cy,
major,
minor,
angle;
} ElementInfo;
typedef struct _MVGInfo
{
PrimitiveInfo
**primitive_info;
size_t
*extent;
ssize_t
offset;
PointInfo
point;
ExceptionInfo
*exception;
} MVGInfo;
typedef struct _PolygonInfo
{
EdgeInfo
*edges;
size_t
number_edges;
} PolygonInfo;
typedef enum
{
MoveToCode,
OpenCode,
GhostlineCode,
LineToCode,
EndCode
} PathInfoCode;
typedef struct _PathInfo
{
PointInfo
point;
PathInfoCode
code;
} PathInfo;
/*
Forward declarations.
*/
static Image
*DrawClippingMask(Image *,const DrawInfo *,const char *,const char *,
ExceptionInfo *);
static MagickBooleanType
DrawStrokePolygon(Image *,const DrawInfo *,const PrimitiveInfo *),
RenderMVGContent(Image *,const DrawInfo *,const size_t),
TraceArc(MVGInfo *,const PointInfo,const PointInfo,const PointInfo),
TraceArcPath(MVGInfo *,const PointInfo,const PointInfo,const PointInfo,
const double,const MagickBooleanType,const MagickBooleanType),
TraceBezier(MVGInfo *,const size_t),
TraceCircle(MVGInfo *,const PointInfo,const PointInfo),
TraceEllipse(MVGInfo *,const PointInfo,const PointInfo,const PointInfo),
TraceLine(PrimitiveInfo *,const PointInfo,const PointInfo),
TraceRectangle(PrimitiveInfo *,const PointInfo,const PointInfo),
TraceRoundRectangle(MVGInfo *,const PointInfo,const PointInfo,PointInfo),
TraceSquareLinecap(PrimitiveInfo *,const size_t,const double);
static PrimitiveInfo
*TraceStrokePolygon(const Image *,const DrawInfo *,const PrimitiveInfo *);
static size_t
TracePath(Image *,MVGInfo *,const char *);
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
% A c q u i r e D r a w I n f o %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% AcquireDrawInfo() returns a DrawInfo structure properly initialized.
%
% The format of the AcquireDrawInfo method is:
%
% DrawInfo *AcquireDrawInfo(void)
%
*/
MagickExport DrawInfo *AcquireDrawInfo(void)
{
DrawInfo
*draw_info;
draw_info=(DrawInfo *) AcquireCriticalMemory(sizeof(*draw_info));
GetDrawInfo((ImageInfo *) NULL,draw_info);
return(draw_info);
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
% C l o n e D r a w I n f o %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% CloneDrawInfo() makes a copy of the given draw_info structure. If NULL
% is specified, a new DrawInfo structure is created initialized to default
% values.
%
% The format of the CloneDrawInfo method is:
%
% DrawInfo *CloneDrawInfo(const ImageInfo *image_info,
% const DrawInfo *draw_info)
%
% A description of each parameter follows:
%
% o image_info: the image info.
%
% o draw_info: the draw info.
%
*/
MagickExport DrawInfo *CloneDrawInfo(const ImageInfo *image_info,
const DrawInfo *draw_info)
{
DrawInfo
*clone_info;
clone_info=(DrawInfo *) AcquireCriticalMemory(sizeof(*clone_info));
GetDrawInfo(image_info,clone_info);
if (draw_info == (DrawInfo *) NULL)
return(clone_info);
if (draw_info->id != (char *) NULL)
(void) CloneString(&clone_info->id,draw_info->id);
if (draw_info->primitive != (char *) NULL)
(void) CloneString(&clone_info->primitive,draw_info->primitive);
if (draw_info->geometry != (char *) NULL)
(void) CloneString(&clone_info->geometry,draw_info->geometry);
clone_info->compliance=draw_info->compliance;
clone_info->viewbox=draw_info->viewbox;
clone_info->affine=draw_info->affine;
clone_info->gravity=draw_info->gravity;
clone_info->fill=draw_info->fill;
clone_info->stroke=draw_info->stroke;
clone_info->stroke_width=draw_info->stroke_width;
if (draw_info->fill_pattern != (Image *) NULL)
clone_info->fill_pattern=CloneImage(draw_info->fill_pattern,0,0,MagickTrue,
&draw_info->fill_pattern->exception);
else
if (draw_info->tile != (Image *) NULL)
clone_info->fill_pattern=CloneImage(draw_info->tile,0,0,MagickTrue,
&draw_info->tile->exception);
clone_info->tile=NewImageList(); /* tile is deprecated */
if (draw_info->stroke_pattern != (Image *) NULL)
clone_info->stroke_pattern=CloneImage(draw_info->stroke_pattern,0,0,
MagickTrue,&draw_info->stroke_pattern->exception);
clone_info->stroke_antialias=draw_info->stroke_antialias;
clone_info->text_antialias=draw_info->text_antialias;
clone_info->fill_rule=draw_info->fill_rule;
clone_info->linecap=draw_info->linecap;
clone_info->linejoin=draw_info->linejoin;
clone_info->miterlimit=draw_info->miterlimit;
clone_info->dash_offset=draw_info->dash_offset;
clone_info->decorate=draw_info->decorate;
clone_info->compose=draw_info->compose;
if (draw_info->text != (char *) NULL)
(void) CloneString(&clone_info->text,draw_info->text);
if (draw_info->font != (char *) NULL)
(void) CloneString(&clone_info->font,draw_info->font);
if (draw_info->metrics != (char *) NULL)
(void) CloneString(&clone_info->metrics,draw_info->metrics);
if (draw_info->family != (char *) NULL)
(void) CloneString(&clone_info->family,draw_info->family);
clone_info->style=draw_info->style;
clone_info->stretch=draw_info->stretch;
clone_info->weight=draw_info->weight;
if (draw_info->encoding != (char *) NULL)
(void) CloneString(&clone_info->encoding,draw_info->encoding);
clone_info->pointsize=draw_info->pointsize;
clone_info->kerning=draw_info->kerning;
clone_info->interline_spacing=draw_info->interline_spacing;
clone_info->interword_spacing=draw_info->interword_spacing;
clone_info->direction=draw_info->direction;
if (draw_info->density != (char *) NULL)
(void) CloneString(&clone_info->density,draw_info->density);
clone_info->align=draw_info->align;
clone_info->undercolor=draw_info->undercolor;
clone_info->border_color=draw_info->border_color;
if (draw_info->server_name != (char *) NULL)
(void) CloneString(&clone_info->server_name,draw_info->server_name);
if (draw_info->dash_pattern != (double *) NULL)
{
register ssize_t
x;
for (x=0; fabs(draw_info->dash_pattern[x]) >= MagickEpsilon; x++) ;
clone_info->dash_pattern=(double *) AcquireQuantumMemory((size_t) (2*x+2),
sizeof(*clone_info->dash_pattern));
if (clone_info->dash_pattern == (double *) NULL)
ThrowFatalException(ResourceLimitFatalError,
"UnableToAllocateDashPattern");
(void) memset(clone_info->dash_pattern,0,(size_t) (2*x+2)*
sizeof(*clone_info->dash_pattern));
(void) memcpy(clone_info->dash_pattern,draw_info->dash_pattern,(size_t)
(x+1)*sizeof(*clone_info->dash_pattern));
}
clone_info->gradient=draw_info->gradient;
if (draw_info->gradient.stops != (StopInfo *) NULL)
{
size_t
number_stops;
number_stops=clone_info->gradient.number_stops;
clone_info->gradient.stops=(StopInfo *) AcquireQuantumMemory((size_t)
number_stops,sizeof(*clone_info->gradient.stops));
if (clone_info->gradient.stops == (StopInfo *) NULL)
ThrowFatalException(ResourceLimitFatalError,
"UnableToAllocateDashPattern");
(void) memcpy(clone_info->gradient.stops,draw_info->gradient.stops,
(size_t) number_stops*sizeof(*clone_info->gradient.stops));
}
clone_info->bounds=draw_info->bounds;
clone_info->fill_opacity=draw_info->fill_opacity;
clone_info->stroke_opacity=draw_info->stroke_opacity;
clone_info->element_reference=draw_info->element_reference;
clone_info->clip_path=draw_info->clip_path;
clone_info->clip_units=draw_info->clip_units;
if (draw_info->clip_mask != (char *) NULL)
(void) CloneString(&clone_info->clip_mask,draw_info->clip_mask);
if (draw_info->clipping_mask != (Image *) NULL)
clone_info->clipping_mask=CloneImage(draw_info->clipping_mask,0,0,
MagickTrue,&draw_info->clipping_mask->exception);
if (draw_info->composite_mask != (Image *) NULL)
clone_info->composite_mask=CloneImage(draw_info->composite_mask,0,0,
MagickTrue,&draw_info->composite_mask->exception);
clone_info->render=draw_info->render;
clone_info->debug=IsEventLogging();
return(clone_info);
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
+ C o n v e r t P a t h T o P o l y g o n %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% ConvertPathToPolygon() converts a path to the more efficient sorted
% rendering form.
%
% The format of the ConvertPathToPolygon method is:
%
% PolygonInfo *ConvertPathToPolygon(const PathInfo *path_info)
%
% A description of each parameter follows:
%
% o Method ConvertPathToPolygon returns the path in a more efficient sorted
% rendering form of type PolygonInfo.
%
% o draw_info: Specifies a pointer to an DrawInfo structure.
%
% o path_info: Specifies a pointer to an PathInfo structure.
%
%
*/
#if defined(__cplusplus) || defined(c_plusplus)
extern "C" {
#endif
static int DrawCompareEdges(const void *p_edge,const void *q_edge)
{
#define DrawCompareEdge(p,q) \
{ \
if (((p)-(q)) < 0.0) \
return(-1); \
if (((p)-(q)) > 0.0) \
return(1); \
}
register const PointInfo
*p,
*q;
/*
Edge sorting for right-handed coordinate system.
*/
p=((const EdgeInfo *) p_edge)->points;
q=((const EdgeInfo *) q_edge)->points;
DrawCompareEdge(p[0].y,q[0].y);
DrawCompareEdge(p[0].x,q[0].x);
DrawCompareEdge((p[1].x-p[0].x)*(q[1].y-q[0].y),(p[1].y-p[0].y)*
(q[1].x-q[0].x));
DrawCompareEdge(p[1].y,q[1].y);
DrawCompareEdge(p[1].x,q[1].x);
return(0);
}
#if defined(__cplusplus) || defined(c_plusplus)
}
#endif
static void LogPolygonInfo(const PolygonInfo *polygon_info)
{
register EdgeInfo
*p;
register ssize_t
i,
j;
(void) LogMagickEvent(DrawEvent,GetMagickModule()," begin active-edge");
p=polygon_info->edges;
for (i=0; i < (ssize_t) polygon_info->number_edges; i++)
{
(void) LogMagickEvent(DrawEvent,GetMagickModule()," edge %.20g:",
(double) i);
(void) LogMagickEvent(DrawEvent,GetMagickModule()," direction: %s",
p->direction != MagickFalse ? "down" : "up");
(void) LogMagickEvent(DrawEvent,GetMagickModule()," ghostline: %s",
p->ghostline != MagickFalse ? "transparent" : "opaque");
(void) LogMagickEvent(DrawEvent,GetMagickModule(),
" bounds: %g,%g - %g,%g",p->bounds.x1,p->bounds.y1,
p->bounds.x2,p->bounds.y2);
for (j=0; j < (ssize_t) p->number_points; j++)
(void) LogMagickEvent(DrawEvent,GetMagickModule()," %g,%g",
p->points[j].x,p->points[j].y);
p++;
}
(void) LogMagickEvent(DrawEvent,GetMagickModule()," end active-edge");
}
static void ReversePoints(PointInfo *points,const size_t number_points)
{
PointInfo
point;
register ssize_t
i;
for (i=0; i < (ssize_t) (number_points >> 1); i++)
{
point=points[i];
points[i]=points[number_points-(i+1)];
points[number_points-(i+1)]=point;
}
}
static PolygonInfo *ConvertPathToPolygon(const PathInfo *path_info)
{
long
direction,
next_direction;
PointInfo
point,
*points;
PolygonInfo
*polygon_info;
SegmentInfo
bounds;
register ssize_t
i,
n;
MagickBooleanType
ghostline;
size_t
edge,
number_edges,
number_points;
/*
Convert a path to the more efficient sorted rendering form.
*/
polygon_info=(PolygonInfo *) AcquireMagickMemory(sizeof(*polygon_info));
if (polygon_info == (PolygonInfo *) NULL)
return((PolygonInfo *) NULL);
number_edges=16;
polygon_info->edges=(EdgeInfo *) AcquireQuantumMemory(number_edges,
sizeof(*polygon_info->edges));
if (polygon_info->edges == (EdgeInfo *) NULL)
return((PolygonInfo *) NULL);
(void) memset(polygon_info->edges,0,number_edges*
sizeof(*polygon_info->edges));
direction=0;
edge=0;
ghostline=MagickFalse;
n=0;
number_points=0;
points=(PointInfo *) NULL;
(void) memset(&point,0,sizeof(point));
(void) memset(&bounds,0,sizeof(bounds));
polygon_info->edges[edge].number_points=(size_t) n;
polygon_info->edges[edge].scanline=0.0;
polygon_info->edges[edge].highwater=0;
polygon_info->edges[edge].ghostline=ghostline;
polygon_info->edges[edge].direction=(ssize_t) direction;
polygon_info->edges[edge].points=points;
polygon_info->edges[edge].bounds=bounds;
polygon_info->number_edges=0;
for (i=0; path_info[i].code != EndCode; i++)
{
if ((path_info[i].code == MoveToCode) || (path_info[i].code == OpenCode) ||
(path_info[i].code == GhostlineCode))
{
/*
Move to.
*/
if ((points != (PointInfo *) NULL) && (n >= 2))
{
if (edge == number_edges)
{
number_edges<<=1;
polygon_info->edges=(EdgeInfo *) ResizeQuantumMemory(
polygon_info->edges,(size_t) number_edges,
sizeof(*polygon_info->edges));
if (polygon_info->edges == (EdgeInfo *) NULL)
return((PolygonInfo *) NULL);
}
polygon_info->edges[edge].number_points=(size_t) n;
polygon_info->edges[edge].scanline=(-1.0);
polygon_info->edges[edge].highwater=0;
polygon_info->edges[edge].ghostline=ghostline;
polygon_info->edges[edge].direction=(ssize_t) (direction > 0);
if (direction < 0)
ReversePoints(points,(size_t) n);
polygon_info->edges[edge].points=points;
polygon_info->edges[edge].bounds=bounds;
polygon_info->edges[edge].bounds.y1=points[0].y;
polygon_info->edges[edge].bounds.y2=points[n-1].y;
points=(PointInfo *) NULL;
ghostline=MagickFalse;
edge++;
}
if (points == (PointInfo *) NULL)
{
number_points=16;
points=(PointInfo *) AcquireQuantumMemory((size_t) number_points,
sizeof(*points));
if (points == (PointInfo *) NULL)
return((PolygonInfo *) NULL);
}
ghostline=path_info[i].code == GhostlineCode ? MagickTrue : MagickFalse;
point=path_info[i].point;
points[0]=point;
bounds.x1=point.x;
bounds.x2=point.x;
direction=0;
n=1;
continue;
}
/*
Line to.
*/
next_direction=((path_info[i].point.y > point.y) ||
((fabs(path_info[i].point.y-point.y) < MagickEpsilon) &&
(path_info[i].point.x > point.x))) ? 1 : -1;
if ((points != (PointInfo *) NULL) && (direction != 0) &&
(direction != next_direction))
{
/*
New edge.
*/
point=points[n-1];
if (edge == number_edges)
{
number_edges<<=1;
polygon_info->edges=(EdgeInfo *) ResizeQuantumMemory(
polygon_info->edges,(size_t) number_edges,
sizeof(*polygon_info->edges));
if (polygon_info->edges == (EdgeInfo *) NULL)
return((PolygonInfo *) NULL);
}
polygon_info->edges[edge].number_points=(size_t) n;
polygon_info->edges[edge].scanline=(-1.0);
polygon_info->edges[edge].highwater=0;
polygon_info->edges[edge].ghostline=ghostline;
polygon_info->edges[edge].direction=(ssize_t) (direction > 0);
if (direction < 0)
ReversePoints(points,(size_t) n);
polygon_info->edges[edge].points=points;
polygon_info->edges[edge].bounds=bounds;
polygon_info->edges[edge].bounds.y1=points[0].y;
polygon_info->edges[edge].bounds.y2=points[n-1].y;
number_points=16;
points=(PointInfo *) AcquireQuantumMemory((size_t) number_points,
sizeof(*points));
if (points == (PointInfo *) NULL)
return((PolygonInfo *) NULL);
n=1;
ghostline=MagickFalse;
points[0]=point;
bounds.x1=point.x;
bounds.x2=point.x;
edge++;
}
direction=next_direction;
if (points == (PointInfo *) NULL)
continue;
if (n == (ssize_t) number_points)
{
number_points<<=1;
points=(PointInfo *) ResizeQuantumMemory(points,(size_t) number_points,
sizeof(*points));
if (points == (PointInfo *) NULL)
return((PolygonInfo *) NULL);
}
point=path_info[i].point;
points[n]=point;
if (point.x < bounds.x1)
bounds.x1=point.x;
if (point.x > bounds.x2)
bounds.x2=point.x;
n++;
}
if (points != (PointInfo *) NULL)
{
if (n < 2)
points=(PointInfo *) RelinquishMagickMemory(points);
else
{
if (edge == number_edges)
{
number_edges<<=1;
polygon_info->edges=(EdgeInfo *) ResizeQuantumMemory(
polygon_info->edges,(size_t) number_edges,
sizeof(*polygon_info->edges));
if (polygon_info->edges == (EdgeInfo *) NULL)
return((PolygonInfo *) NULL);
}
polygon_info->edges[edge].number_points=(size_t) n;
polygon_info->edges[edge].scanline=(-1.0);
polygon_info->edges[edge].highwater=0;
polygon_info->edges[edge].ghostline=ghostline;
polygon_info->edges[edge].direction=(ssize_t) (direction > 0);
if (direction < 0)
ReversePoints(points,(size_t) n);
polygon_info->edges[edge].points=points;
polygon_info->edges[edge].bounds=bounds;
polygon_info->edges[edge].bounds.y1=points[0].y;
polygon_info->edges[edge].bounds.y2=points[n-1].y;
ghostline=MagickFalse;
edge++;
}
}
polygon_info->number_edges=edge;
qsort(polygon_info->edges,(size_t) polygon_info->number_edges,
sizeof(*polygon_info->edges),DrawCompareEdges);
if (IsEventLogging() != MagickFalse)
LogPolygonInfo(polygon_info);
return(polygon_info);
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
+ C o n v e r t P r i m i t i v e T o P a t h %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% ConvertPrimitiveToPath() converts a PrimitiveInfo structure into a vector
% path structure.
%
% The format of the ConvertPrimitiveToPath method is:
%
% PathInfo *ConvertPrimitiveToPath(const DrawInfo *draw_info,
% const PrimitiveInfo *primitive_info)
%
% A description of each parameter follows:
%
% o Method ConvertPrimitiveToPath returns a vector path structure of type
% PathInfo.
%
% o draw_info: a structure of type DrawInfo.
%
% o primitive_info: Specifies a pointer to an PrimitiveInfo structure.
%
%
*/
static void LogPathInfo(const PathInfo *path_info)
{
register const PathInfo
*p;
(void) LogMagickEvent(DrawEvent,GetMagickModule()," begin vector-path");
for (p=path_info; p->code != EndCode; p++)
(void) LogMagickEvent(DrawEvent,GetMagickModule(),
" %g,%g %s",p->point.x,p->point.y,p->code == GhostlineCode ?
"moveto ghostline" : p->code == OpenCode ? "moveto open" :
p->code == MoveToCode ? "moveto" : p->code == LineToCode ? "lineto" :
"?");
(void) LogMagickEvent(DrawEvent,GetMagickModule()," end vector-path");
}
static PathInfo *ConvertPrimitiveToPath(
const DrawInfo *magick_unused(draw_info),const PrimitiveInfo *primitive_info)
{
MagickBooleanType
closed_subpath;
PathInfo
*path_info;
PathInfoCode
code;
PointInfo
p,
q;
register ssize_t
i,
n;
ssize_t
coordinates,
start;
magick_unreferenced(draw_info);
/*
Converts a PrimitiveInfo structure into a vector path structure.
*/
switch (primitive_info->primitive)
{
case PointPrimitive:
case ColorPrimitive:
case MattePrimitive:
case TextPrimitive:
case ImagePrimitive:
return((PathInfo *) NULL);
default:
break;
}
for (i=0; primitive_info[i].primitive != UndefinedPrimitive; i++) ;
path_info=(PathInfo *) AcquireQuantumMemory((size_t) (3UL*i+1UL),
sizeof(*path_info));
if (path_info == (PathInfo *) NULL)
return((PathInfo *) NULL);
coordinates=0;
closed_subpath=MagickFalse;
n=0;
p.x=(-1.0);
p.y=(-1.0);
q.x=(-1.0);
q.y=(-1.0);
start=0;
for (i=0; primitive_info[i].primitive != UndefinedPrimitive; i++)
{
code=LineToCode;
if (coordinates <= 0)
{
/*
New subpath.
*/
coordinates=(ssize_t) primitive_info[i].coordinates;
p=primitive_info[i].point;
start=n;
code=MoveToCode;
closed_subpath=primitive_info[i].closed_subpath;
}
coordinates--;
if ((code == MoveToCode) || (coordinates <= 0) ||
(fabs(q.x-primitive_info[i].point.x) >= MagickEpsilon) ||
(fabs(q.y-primitive_info[i].point.y) >= MagickEpsilon))
{
/*
Eliminate duplicate points.
*/
path_info[n].code=code;
path_info[n].point=primitive_info[i].point;
q=primitive_info[i].point;
n++;
}
if (coordinates > 0)
continue; /* next point in current subpath */
if (closed_subpath != MagickFalse)
{
closed_subpath=MagickFalse;
continue;
}
/*
Mark the p point as open if the subpath is not closed.
*/
path_info[start].code=OpenCode;
path_info[n].code=GhostlineCode;
path_info[n].point=primitive_info[i].point;
n++;
path_info[n].code=LineToCode;
path_info[n].point=p;
n++;
}
path_info[n].code=EndCode;
path_info[n].point.x=0.0;
path_info[n].point.y=0.0;
if (IsEventLogging() != MagickFalse)
LogPathInfo(path_info);
path_info=(PathInfo *) ResizeQuantumMemory(path_info,(size_t) (n+1),
sizeof(*path_info));
return(path_info);
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
% D e s t r o y D r a w I n f o %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% DestroyDrawInfo() deallocates memory associated with an DrawInfo structure.
%
% The format of the DestroyDrawInfo method is:
%
% DrawInfo *DestroyDrawInfo(DrawInfo *draw_info)
%
% A description of each parameter follows:
%
% o draw_info: the draw info.
%
*/
MagickExport DrawInfo *DestroyDrawInfo(DrawInfo *draw_info)
{
assert(draw_info != (DrawInfo *) NULL);
if (draw_info->debug != MagickFalse)
(void) LogMagickEvent(TraceEvent,GetMagickModule(),"...");
assert(draw_info->signature == MagickCoreSignature);
if (draw_info->id != (char *) NULL)
draw_info->id=DestroyString(draw_info->id);
if (draw_info->primitive != (char *) NULL)
draw_info->primitive=DestroyString(draw_info->primitive);
if (draw_info->text != (char *) NULL)
draw_info->text=DestroyString(draw_info->text);
if (draw_info->geometry != (char *) NULL)
draw_info->geometry=DestroyString(draw_info->geometry);
if (draw_info->tile != (Image *) NULL)
draw_info->tile=DestroyImage(draw_info->tile);
if (draw_info->fill_pattern != (Image *) NULL)
draw_info->fill_pattern=DestroyImage(draw_info->fill_pattern);
if (draw_info->stroke_pattern != (Image *) NULL)
draw_info->stroke_pattern=DestroyImage(draw_info->stroke_pattern);
if (draw_info->font != (char *) NULL)
draw_info->font=DestroyString(draw_info->font);
if (draw_info->metrics != (char *) NULL)
draw_info->metrics=DestroyString(draw_info->metrics);
if (draw_info->family != (char *) NULL)
draw_info->family=DestroyString(draw_info->family);
if (draw_info->encoding != (char *) NULL)
draw_info->encoding=DestroyString(draw_info->encoding);
if (draw_info->density != (char *) NULL)
draw_info->density=DestroyString(draw_info->density);
if (draw_info->server_name != (char *) NULL)
draw_info->server_name=(char *)
RelinquishMagickMemory(draw_info->server_name);
if (draw_info->dash_pattern != (double *) NULL)
draw_info->dash_pattern=(double *) RelinquishMagickMemory(
draw_info->dash_pattern);
if (draw_info->gradient.stops != (StopInfo *) NULL)
draw_info->gradient.stops=(StopInfo *) RelinquishMagickMemory(
draw_info->gradient.stops);
if (draw_info->clip_mask != (char *) NULL)
draw_info->clip_mask=DestroyString(draw_info->clip_mask);
if (draw_info->clipping_mask != (Image *) NULL)
draw_info->clipping_mask=DestroyImage(draw_info->clipping_mask);
if (draw_info->composite_mask != (Image *) NULL)
draw_info->composite_mask=DestroyImage(draw_info->composite_mask);
draw_info->signature=(~MagickCoreSignature);
draw_info=(DrawInfo *) RelinquishMagickMemory(draw_info);
return(draw_info);
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
+ D e s t r o y E d g e %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% DestroyEdge() destroys the specified polygon edge.
%
% The format of the DestroyEdge method is:
%
% ssize_t DestroyEdge(PolygonInfo *polygon_info,const int edge)
%
% A description of each parameter follows:
%
% o polygon_info: Specifies a pointer to an PolygonInfo structure.
%
% o edge: the polygon edge number to destroy.
%
*/
static size_t DestroyEdge(PolygonInfo *polygon_info,
const size_t edge)
{
assert(edge < polygon_info->number_edges);
polygon_info->edges[edge].points=(PointInfo *) RelinquishMagickMemory(
polygon_info->edges[edge].points);
polygon_info->number_edges--;
if (edge < polygon_info->number_edges)
(void) memmove(polygon_info->edges+edge,polygon_info->edges+edge+1,
(size_t) (polygon_info->number_edges-edge)*sizeof(*polygon_info->edges));
return(polygon_info->number_edges);
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
+ D e s t r o y P o l y g o n I n f o %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% DestroyPolygonInfo() destroys the PolygonInfo data structure.
%
% The format of the DestroyPolygonInfo method is:
%
% PolygonInfo *DestroyPolygonInfo(PolygonInfo *polygon_info)
%
% A description of each parameter follows:
%
% o polygon_info: Specifies a pointer to an PolygonInfo structure.
%
*/
static PolygonInfo *DestroyPolygonInfo(PolygonInfo *polygon_info)
{
register ssize_t
i;
for (i=0; i < (ssize_t) polygon_info->number_edges; i++)
polygon_info->edges[i].points=(PointInfo *)
RelinquishMagickMemory(polygon_info->edges[i].points);
polygon_info->edges=(EdgeInfo *) RelinquishMagickMemory(polygon_info->edges);
return((PolygonInfo *) RelinquishMagickMemory(polygon_info));
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
% D r a w A f f i n e I m a g e %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% DrawAffineImage() composites the source over the destination image as
% dictated by the affine transform.
%
% The format of the DrawAffineImage method is:
%
% MagickBooleanType DrawAffineImage(Image *image,const Image *source,
% const AffineMatrix *affine)
%
% A description of each parameter follows:
%
% o image: the image.
%
% o source: the source image.
%
% o affine: the affine transform.
%
*/
static SegmentInfo AffineEdge(const Image *image,const AffineMatrix *affine,
const double y,const SegmentInfo *edge)
{
double
intercept,
z;
register double
x;
SegmentInfo
inverse_edge;
/*
Determine left and right edges.
*/
inverse_edge.x1=edge->x1;
inverse_edge.y1=edge->y1;
inverse_edge.x2=edge->x2;
inverse_edge.y2=edge->y2;
z=affine->ry*y+affine->tx;
if (affine->sx >= MagickEpsilon)
{
intercept=(-z/affine->sx);
x=intercept;
if (x > inverse_edge.x1)
inverse_edge.x1=x;
intercept=(-z+(double) image->columns)/affine->sx;
x=intercept;
if (x < inverse_edge.x2)
inverse_edge.x2=x;
}
else
if (affine->sx < -MagickEpsilon)
{
intercept=(-z+(double) image->columns)/affine->sx;
x=intercept;
if (x > inverse_edge.x1)
inverse_edge.x1=x;
intercept=(-z/affine->sx);
x=intercept;
if (x < inverse_edge.x2)
inverse_edge.x2=x;
}
else
if ((z < 0.0) || ((size_t) floor(z+0.5) >= image->columns))
{
inverse_edge.x2=edge->x1;
return(inverse_edge);
}
/*
Determine top and bottom edges.
*/
z=affine->sy*y+affine->ty;
if (affine->rx >= MagickEpsilon)
{
intercept=(-z/affine->rx);
x=intercept;
if (x > inverse_edge.x1)
inverse_edge.x1=x;
intercept=(-z+(double) image->rows)/affine->rx;
x=intercept;
if (x < inverse_edge.x2)
inverse_edge.x2=x;
}
else
if (affine->rx < -MagickEpsilon)
{
intercept=(-z+(double) image->rows)/affine->rx;
x=intercept;
if (x > inverse_edge.x1)
inverse_edge.x1=x;
intercept=(-z/affine->rx);
x=intercept;
if (x < inverse_edge.x2)
inverse_edge.x2=x;
}
else
if ((z < 0.0) || ((size_t) floor(z+0.5) >= image->rows))
{
inverse_edge.x2=edge->x2;
return(inverse_edge);
}
return(inverse_edge);
}
static AffineMatrix InverseAffineMatrix(const AffineMatrix *affine)
{
AffineMatrix
inverse_affine;
double
determinant;
determinant=PerceptibleReciprocal(affine->sx*affine->sy-affine->rx*
affine->ry);
inverse_affine.sx=determinant*affine->sy;
inverse_affine.rx=determinant*(-affine->rx);
inverse_affine.ry=determinant*(-affine->ry);
inverse_affine.sy=determinant*affine->sx;
inverse_affine.tx=(-affine->tx)*inverse_affine.sx-affine->ty*
inverse_affine.ry;
inverse_affine.ty=(-affine->tx)*inverse_affine.rx-affine->ty*
inverse_affine.sy;
return(inverse_affine);
}
MagickExport MagickBooleanType DrawAffineImage(Image *image,
const Image *source,const AffineMatrix *affine)
{
AffineMatrix
inverse_affine;
CacheView
*image_view,
*source_view;
ExceptionInfo
*exception;
MagickBooleanType
status;
MagickPixelPacket
zero;
PointInfo
extent[4],
min,
max,
point;
register ssize_t
i;
SegmentInfo
edge;
ssize_t
start,
stop,
y;
/*
Determine bounding box.
*/
assert(image != (Image *) NULL);
assert(image->signature == MagickCoreSignature);
if (image->debug != MagickFalse)
(void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename);
assert(source != (const Image *) NULL);
assert(source->signature == MagickCoreSignature);
assert(affine != (AffineMatrix *) NULL);
extent[0].x=0.0;
extent[0].y=0.0;
extent[1].x=(double) source->columns-1.0;
extent[1].y=0.0;
extent[2].x=(double) source->columns-1.0;
extent[2].y=(double) source->rows-1.0;
extent[3].x=0.0;
extent[3].y=(double) source->rows-1.0;
for (i=0; i < 4; i++)
{
point=extent[i];
extent[i].x=point.x*affine->sx+point.y*affine->ry+affine->tx;
extent[i].y=point.x*affine->rx+point.y*affine->sy+affine->ty;
}
min=extent[0];
max=extent[0];
for (i=1; i < 4; i++)
{
if (min.x > extent[i].x)
min.x=extent[i].x;
if (min.y > extent[i].y)
min.y=extent[i].y;
if (max.x < extent[i].x)
max.x=extent[i].x;
if (max.y < extent[i].y)
max.y=extent[i].y;
}
/*
Affine transform image.
*/
if (SetImageStorageClass(image,DirectClass) == MagickFalse)
return(MagickFalse);
status=MagickTrue;
edge.x1=MagickMax(min.x,0.0);
edge.y1=MagickMax(min.y,0.0);
edge.x2=MagickMin(max.x,(double) image->columns-1.0);
edge.y2=MagickMin(max.y,(double) image->rows-1.0);
inverse_affine=InverseAffineMatrix(affine);
GetMagickPixelPacket(image,&zero);
exception=(&image->exception);
start=(ssize_t) ceil(edge.y1-0.5);
stop=(ssize_t) floor(edge.y2+0.5);
source_view=AcquireVirtualCacheView(source,exception);
image_view=AcquireAuthenticCacheView(image,exception);
#if defined(MAGICKCORE_OPENMP_SUPPORT)
#pragma omp parallel for schedule(static) shared(status) \
magick_number_threads(source,image,stop-start,1)
#endif
for (y=start; y <= stop; y++)
{
MagickPixelPacket
composite,
pixel;
PointInfo
point;
register IndexPacket
*magick_restrict indexes;
register ssize_t
x;
register PixelPacket
*magick_restrict q;
SegmentInfo
inverse_edge;
ssize_t
x_offset;
inverse_edge=AffineEdge(source,&inverse_affine,(double) y,&edge);
if (inverse_edge.x2 < inverse_edge.x1)
continue;
q=GetCacheViewAuthenticPixels(image_view,(ssize_t) ceil(inverse_edge.x1-
0.5),y,(size_t) (floor(inverse_edge.x2+0.5)-ceil(inverse_edge.x1-0.5)+1),
1,exception);
if (q == (PixelPacket *) NULL)
continue;
indexes=GetCacheViewAuthenticIndexQueue(image_view);
pixel=zero;
composite=zero;
x_offset=0;
for (x=(ssize_t) ceil(inverse_edge.x1-0.5); x <= (ssize_t) floor(inverse_edge.x2+0.5); x++)
{
point.x=(double) x*inverse_affine.sx+y*inverse_affine.ry+
inverse_affine.tx;
point.y=(double) x*inverse_affine.rx+y*inverse_affine.sy+
inverse_affine.ty;
status=InterpolateMagickPixelPacket(source,source_view,
UndefinedInterpolatePixel,point.x,point.y,&pixel,exception);
if (status == MagickFalse)
break;
SetMagickPixelPacket(image,q,indexes+x_offset,&composite);
MagickPixelCompositeOver(&pixel,pixel.opacity,&composite,
composite.opacity,&composite);
SetPixelPacket(image,&composite,q,indexes+x_offset);
x_offset++;
q++;
}
if (SyncCacheViewAuthenticPixels(image_view,exception) == MagickFalse)
status=MagickFalse;
}
source_view=DestroyCacheView(source_view);
image_view=DestroyCacheView(image_view);
return(status);
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
+ D r a w B o u n d i n g R e c t a n g l e s %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% DrawBoundingRectangles() draws the bounding rectangles on the image. This
% is only useful for developers debugging the rendering algorithm.
%
% The format of the DrawBoundingRectangles method is:
%
% MagickBooleanType DrawBoundingRectangles(Image *image,
% const DrawInfo *draw_info,PolygonInfo *polygon_info)
%
% A description of each parameter follows:
%
% o image: the image.
%
% o draw_info: the draw info.
%
% o polygon_info: Specifies a pointer to a PolygonInfo structure.
%
*/
static inline double SaneStrokeWidth(const Image *image,
const DrawInfo *draw_info)
{
return(MagickMin((double) draw_info->stroke_width,
(2.0*sqrt(2.0)+MagickEpsilon)*MagickMax(image->columns,image->rows)));
}
static MagickBooleanType DrawBoundingRectangles(Image *image,
const DrawInfo *draw_info,const PolygonInfo *polygon_info)
{
double
mid;
DrawInfo
*clone_info;
MagickStatusType
status;
PointInfo
end,
resolution,
start;
PrimitiveInfo
primitive_info[6];
register ssize_t
i;
SegmentInfo
bounds;
ssize_t
coordinates;
(void) memset(primitive_info,0,sizeof(primitive_info));
clone_info=CloneDrawInfo((ImageInfo *) NULL,draw_info);
status=QueryColorDatabase("#0000",&clone_info->fill,&image->exception);
if (status == MagickFalse)
{
clone_info=DestroyDrawInfo(clone_info);
return(MagickFalse);
}
resolution.x=96.0;
resolution.y=96.0;
if (clone_info->density != (char *) NULL)
{
GeometryInfo
geometry_info;
MagickStatusType
flags;
flags=ParseGeometry(clone_info->density,&geometry_info);
resolution.x=geometry_info.rho;
resolution.y=geometry_info.sigma;
if ((flags & SigmaValue) == MagickFalse)
resolution.y=resolution.x;
}
mid=(resolution.x/96.0)*ExpandAffine(&clone_info->affine)*
SaneStrokeWidth(image,clone_info)/2.0;
bounds.x1=0.0;
bounds.y1=0.0;
bounds.x2=0.0;
bounds.y2=0.0;
if (polygon_info != (PolygonInfo *) NULL)
{
bounds=polygon_info->edges[0].bounds;
for (i=1; i < (ssize_t) polygon_info->number_edges; i++)
{
if (polygon_info->edges[i].bounds.x1 < (double) bounds.x1)
bounds.x1=polygon_info->edges[i].bounds.x1;
if (polygon_info->edges[i].bounds.y1 < (double) bounds.y1)
bounds.y1=polygon_info->edges[i].bounds.y1;
if (polygon_info->edges[i].bounds.x2 > (double) bounds.x2)
bounds.x2=polygon_info->edges[i].bounds.x2;
if (polygon_info->edges[i].bounds.y2 > (double) bounds.y2)
bounds.y2=polygon_info->edges[i].bounds.y2;
}
bounds.x1-=mid;
bounds.x1=bounds.x1 < 0.0 ? 0.0 : bounds.x1 >= (double)
image->columns ? (double) image->columns-1 : bounds.x1;
bounds.y1-=mid;
bounds.y1=bounds.y1 < 0.0 ? 0.0 : bounds.y1 >= (double)
image->rows ? (double) image->rows-1 : bounds.y1;
bounds.x2+=mid;
bounds.x2=bounds.x2 < 0.0 ? 0.0 : bounds.x2 >= (double)
image->columns ? (double) image->columns-1 : bounds.x2;
bounds.y2+=mid;
bounds.y2=bounds.y2 < 0.0 ? 0.0 : bounds.y2 >= (double)
image->rows ? (double) image->rows-1 : bounds.y2;
for (i=0; i < (ssize_t) polygon_info->number_edges; i++)
{
if (polygon_info->edges[i].direction != 0)
status=QueryColorDatabase("#f00",&clone_info->stroke,
&image->exception);
else
status=QueryColorDatabase("#0f0",&clone_info->stroke,
&image->exception);
if (status == MagickFalse)
break;
start.x=(double) (polygon_info->edges[i].bounds.x1-mid);
start.y=(double) (polygon_info->edges[i].bounds.y1-mid);
end.x=(double) (polygon_info->edges[i].bounds.x2+mid);
end.y=(double) (polygon_info->edges[i].bounds.y2+mid);
primitive_info[0].primitive=RectanglePrimitive;
status&=TraceRectangle(primitive_info,start,end);
primitive_info[0].method=ReplaceMethod;
coordinates=(ssize_t) primitive_info[0].coordinates;
primitive_info[coordinates].primitive=UndefinedPrimitive;
status=DrawPrimitive(image,clone_info,primitive_info);
if (status == MagickFalse)
break;
}
if (i < (ssize_t) polygon_info->number_edges)
{
clone_info=DestroyDrawInfo(clone_info);
return(status == 0 ? MagickFalse : MagickTrue);
}
}
status=QueryColorDatabase("#00f",&clone_info->stroke,&image->exception);
if (status == MagickFalse)
{
clone_info=DestroyDrawInfo(clone_info);
return(MagickFalse);
}
start.x=(double) (bounds.x1-mid);
start.y=(double) (bounds.y1-mid);
end.x=(double) (bounds.x2+mid);
end.y=(double) (bounds.y2+mid);
primitive_info[0].primitive=RectanglePrimitive;
status&=TraceRectangle(primitive_info,start,end);
primitive_info[0].method=ReplaceMethod;
coordinates=(ssize_t) primitive_info[0].coordinates;
primitive_info[coordinates].primitive=UndefinedPrimitive;
status=DrawPrimitive(image,clone_info,primitive_info);
clone_info=DestroyDrawInfo(clone_info);
return(status == 0 ? MagickFalse : MagickTrue);
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
% D r a w C l i p P a t h %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% DrawClipPath() draws the clip path on the image mask.
%
% The format of the DrawClipPath method is:
%
% MagickBooleanType DrawClipPath(Image *image,const DrawInfo *draw_info,
% const char *id)
%
% A description of each parameter follows:
%
% o image: the image.
%
% o draw_info: the draw info.
%
% o id: the clip path id.
%
*/
MagickExport MagickBooleanType DrawClipPath(Image *image,
const DrawInfo *draw_info,const char *id)
{
const char
*clip_path;
Image
*clipping_mask;
MagickBooleanType
status;
clip_path=GetImageArtifact(image,id);
if (clip_path == (const char *) NULL)
return(MagickFalse);
clipping_mask=DrawClippingMask(image,draw_info,draw_info->clip_mask,clip_path,
&image->exception);
if (clipping_mask == (Image *) NULL)
return(MagickFalse);
status=SetImageClipMask(image,clipping_mask);
clipping_mask=DestroyImage(clipping_mask);
return(status);
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
% D r a w C l i p p i n g M a s k %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% DrawClippingMask() draws the clip path and returns it as an image clipping
% mask.
%
% The format of the DrawClippingMask method is:
%
% Image *DrawClippingMask(Image *image,const DrawInfo *draw_info,
% const char *id,const char *clip_path,ExceptionInfo *exception)
%
% A description of each parameter follows:
%
% o image: the image.
%
% o draw_info: the draw info.
%
% o id: the clip path id.
%
% o clip_path: the clip path.
%
% o exception: return any errors or warnings in this structure.
%
*/
static Image *DrawClippingMask(Image *image,const DrawInfo *draw_info,
const char *id,const char *clip_path,ExceptionInfo *exception)
{
DrawInfo
*clone_info;
Image
*clip_mask;
MagickStatusType
status;
/*
Draw a clip path.
*/
assert(image != (Image *) NULL);
assert(image->signature == MagickCoreSignature);
if (image->debug != MagickFalse)
(void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename);
assert(draw_info != (const DrawInfo *) NULL);
clip_mask=AcquireImage((const ImageInfo *) NULL);
status=SetImageExtent(clip_mask,image->columns,image->rows);
if (status == MagickFalse)
return(DestroyImage(clip_mask));
status=SetImageClipMask(image,(Image *) NULL);
status=QueryColorCompliance("#0000",AllCompliance,
&clip_mask->background_color,exception);
clip_mask->background_color.opacity=(Quantum) TransparentOpacity;
status=SetImageBackgroundColor(clip_mask);
if (image->debug != MagickFalse)
(void) LogMagickEvent(DrawEvent,GetMagickModule(),"\nbegin clip-path %s",
id);
clone_info=CloneDrawInfo((ImageInfo *) NULL,draw_info);
(void) CloneString(&clone_info->primitive,clip_path);
status=QueryColorCompliance("#ffffff",AllCompliance,&clone_info->fill,
exception);
if (clone_info->clip_mask != (char *) NULL)
clone_info->clip_mask=DestroyString(clone_info->clip_mask);
(void) QueryColorCompliance("#00000000",AllCompliance,&clone_info->stroke,
exception);
clone_info->stroke_width=0.0;
clone_info->opacity=OpaqueOpacity;
clone_info->clip_path=MagickTrue;
status=RenderMVGContent(clip_mask,clone_info,0);
clone_info=DestroyDrawInfo(clone_info);
status&=SeparateImageChannel(clip_mask,TrueAlphaChannel);
if (draw_info->compliance != SVGCompliance)
status&=NegateImage(clip_mask,MagickFalse);
if (status == MagickFalse)
clip_mask=DestroyImage(clip_mask);
if (image->debug != MagickFalse)
(void) LogMagickEvent(DrawEvent,GetMagickModule(),"end clip-path");
return(clip_mask);
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
% D r a w C o m p o s i t e M a s k %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% DrawCompositeMask() draws the mask path and returns it as an image mask.
%
% The format of the DrawCompositeMask method is:
%
% Image *DrawCompositeMask(Image *image,const DrawInfo *draw_info,
% const char *id,const char *mask_path,ExceptionInfo *exception)
%
% A description of each parameter follows:
%
% o image: the image.
%
% o draw_info: the draw info.
%
% o id: the mask path id.
%
% o mask_path: the mask path.
%
% o exception: return any errors or warnings in this structure.
%
*/
static Image *DrawCompositeMask(Image *image,const DrawInfo *draw_info,
const char *id,const char *mask_path,ExceptionInfo *exception)
{
Image
*composite_mask;
DrawInfo
*clone_info;
MagickStatusType
status;
/*
Draw a mask path.
*/
assert(image != (Image *) NULL);
assert(image->signature == MagickCoreSignature);
if (image->debug != MagickFalse)
(void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename);
assert(draw_info != (const DrawInfo *) NULL);
composite_mask=AcquireImage((const ImageInfo *) NULL);
status=SetImageExtent(composite_mask,image->columns,image->rows);
if (status == MagickFalse)
return(DestroyImage(composite_mask));
status=SetImageMask(image,(Image *) NULL);
status=QueryColorCompliance("#0000",AllCompliance,
&composite_mask->background_color,exception);
composite_mask->background_color.opacity=(Quantum) TransparentOpacity;
(void) SetImageBackgroundColor(composite_mask);
if (image->debug != MagickFalse)
(void) LogMagickEvent(DrawEvent,GetMagickModule(),"\nbegin mask-path %s",
id);
clone_info=CloneDrawInfo((ImageInfo *) NULL,draw_info);
(void) CloneString(&clone_info->primitive,mask_path);
status=QueryColorCompliance("#ffffff",AllCompliance,&clone_info->fill,
exception);
status=QueryColorCompliance("#00000000",AllCompliance,&clone_info->stroke,
exception);
clone_info->stroke_width=0.0;
clone_info->opacity=OpaqueOpacity;
status=RenderMVGContent(composite_mask,clone_info,0);
clone_info=DestroyDrawInfo(clone_info);
status&=SeparateImageChannel(composite_mask,TrueAlphaChannel);
status&=NegateImage(composite_mask,MagickFalse);
if (status == MagickFalse)
composite_mask=DestroyImage(composite_mask);
if (image->debug != MagickFalse)
(void) LogMagickEvent(DrawEvent,GetMagickModule(),"end mask-path");
return(composite_mask);
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
+ D r a w D a s h P o l y g o n %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% DrawDashPolygon() draws a dashed polygon (line, rectangle, ellipse) on the
% image while respecting the dash offset and dash pattern attributes.
%
% The format of the DrawDashPolygon method is:
%
% MagickBooleanType DrawDashPolygon(const DrawInfo *draw_info,
% const PrimitiveInfo *primitive_info,Image *image)
%
% A description of each parameter follows:
%
% o draw_info: the draw info.
%
% o primitive_info: Specifies a pointer to a PrimitiveInfo structure.
%
% o image: the image.
%
%
*/
static MagickBooleanType DrawDashPolygon(const DrawInfo *draw_info,
const PrimitiveInfo *primitive_info,Image *image)
{
double
length,
maximum_length,
offset,
scale,
total_length;
DrawInfo
*clone_info;
MagickStatusType
status;
PrimitiveInfo
*dash_polygon;
register double
dx,
dy;
register ssize_t
i;
size_t
number_vertices;
ssize_t
j,
n;
assert(draw_info != (const DrawInfo *) NULL);
if (image->debug != MagickFalse)
(void) LogMagickEvent(DrawEvent,GetMagickModule()," begin draw-dash");
for (i=0; primitive_info[i].primitive != UndefinedPrimitive; i++) ;
number_vertices=(size_t) i;
dash_polygon=(PrimitiveInfo *) AcquireQuantumMemory((size_t)
(2UL*number_vertices+32UL),sizeof(*dash_polygon));
if (dash_polygon == (PrimitiveInfo *) NULL)
return(MagickFalse);
(void) memset(dash_polygon,0,(2UL*number_vertices+32UL)*
sizeof(*dash_polygon));
clone_info=CloneDrawInfo((ImageInfo *) NULL,draw_info);
clone_info->miterlimit=0;
dash_polygon[0]=primitive_info[0];
scale=ExpandAffine(&draw_info->affine);
length=scale*draw_info->dash_pattern[0];
offset=fabs(draw_info->dash_offset) >= MagickEpsilon ?
scale*draw_info->dash_offset : 0.0;
j=1;
for (n=0; offset > 0.0; j=0)
{
if (draw_info->dash_pattern[n] <= 0.0)
break;
length=scale*(draw_info->dash_pattern[n]+(n == 0 ? -0.5 : 0.5));
if (offset > length)
{
offset-=length;
n++;
length=scale*draw_info->dash_pattern[n];
continue;
}
if (offset < length)
{
length-=offset;
offset=0.0;
break;
}
offset=0.0;
n++;
}
status=MagickTrue;
maximum_length=0.0;
total_length=0.0;
for (i=1; (i < (ssize_t) number_vertices) && (length >= 0.0); i++)
{
dx=primitive_info[i].point.x-primitive_info[i-1].point.x;
dy=primitive_info[i].point.y-primitive_info[i-1].point.y;
maximum_length=hypot(dx,dy);
if (maximum_length > MaxBezierCoordinates)
break;
if (fabs(length) < MagickEpsilon)
{
if (fabs(draw_info->dash_pattern[n]) >= MagickEpsilon)
n++;
if (fabs(draw_info->dash_pattern[n]) < MagickEpsilon)
n=0;
length=scale*draw_info->dash_pattern[n];
}
for (total_length=0.0; (length >= 0.0) && (maximum_length >= (total_length+length)); )
{
total_length+=length;
if ((n & 0x01) != 0)
{
dash_polygon[0]=primitive_info[0];
dash_polygon[0].point.x=(double) (primitive_info[i-1].point.x+dx*
total_length*PerceptibleReciprocal(maximum_length));
dash_polygon[0].point.y=(double) (primitive_info[i-1].point.y+dy*
total_length*PerceptibleReciprocal(maximum_length));
j=1;
}
else
{
if ((j+1) > (ssize_t) number_vertices)
break;
dash_polygon[j]=primitive_info[i-1];
dash_polygon[j].point.x=(double) (primitive_info[i-1].point.x+dx*
total_length*PerceptibleReciprocal(maximum_length));
dash_polygon[j].point.y=(double) (primitive_info[i-1].point.y+dy*
total_length*PerceptibleReciprocal(maximum_length));
dash_polygon[j].coordinates=1;
j++;
dash_polygon[0].coordinates=(size_t) j;
dash_polygon[j].primitive=UndefinedPrimitive;
status&=DrawStrokePolygon(image,clone_info,dash_polygon);
if (status == MagickFalse)
break;
}
if (fabs(draw_info->dash_pattern[n]) >= MagickEpsilon)
n++;
if (fabs(draw_info->dash_pattern[n]) < MagickEpsilon)
n=0;
length=scale*draw_info->dash_pattern[n];
}
length-=(maximum_length-total_length);
if ((n & 0x01) != 0)
continue;
dash_polygon[j]=primitive_info[i];
dash_polygon[j].coordinates=1;
j++;
}
if ((status != MagickFalse) && (total_length < maximum_length) &&
((n & 0x01) == 0) && (j > 1))
{
dash_polygon[j]=primitive_info[i-1];
dash_polygon[j].point.x+=MagickEpsilon;
dash_polygon[j].point.y+=MagickEpsilon;
dash_polygon[j].coordinates=1;
j++;
dash_polygon[0].coordinates=(size_t) j;
dash_polygon[j].primitive=UndefinedPrimitive;
status&=DrawStrokePolygon(image,clone_info,dash_polygon);
}
dash_polygon=(PrimitiveInfo *) RelinquishMagickMemory(dash_polygon);
clone_info=DestroyDrawInfo(clone_info);
if (image->debug != MagickFalse)
(void) LogMagickEvent(DrawEvent,GetMagickModule()," end draw-dash");
return(status != 0 ? MagickTrue : MagickFalse);
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
% D r a w G r a d i e n t I m a g e %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% DrawGradientImage() draws a linear gradient on the image.
%
% The format of the DrawGradientImage method is:
%
% MagickBooleanType DrawGradientImage(Image *image,
% const DrawInfo *draw_info)
%
% A description of each parameter follows:
%
% o image: the image.
%
% o draw_info: the draw info.
%
*/
static inline double GetStopColorOffset(const GradientInfo *gradient,
const ssize_t x,const ssize_t y)
{
switch (gradient->type)
{
case UndefinedGradient:
case LinearGradient:
{
double
gamma,
length,
offset,
scale;
PointInfo
p,
q;
const SegmentInfo
*gradient_vector;
gradient_vector=(&gradient->gradient_vector);
p.x=gradient_vector->x2-gradient_vector->x1;
p.y=gradient_vector->y2-gradient_vector->y1;
q.x=(double) x-gradient_vector->x1;
q.y=(double) y-gradient_vector->y1;
length=sqrt(q.x*q.x+q.y*q.y);
gamma=sqrt(p.x*p.x+p.y*p.y)*length;
gamma=PerceptibleReciprocal(gamma);
scale=p.x*q.x+p.y*q.y;
offset=gamma*scale*length;
return(offset);
}
case RadialGradient:
{
PointInfo
v;
if (gradient->spread == RepeatSpread)
{
v.x=(double) x-gradient->center.x;
v.y=(double) y-gradient->center.y;
return(sqrt(v.x*v.x+v.y*v.y));
}
v.x=(double) (((x-gradient->center.x)*cos(DegreesToRadians(
gradient->angle)))+((y-gradient->center.y)*sin(DegreesToRadians(
gradient->angle))))*PerceptibleReciprocal(gradient->radii.x);
v.y=(double) (((x-gradient->center.x)*sin(DegreesToRadians(
gradient->angle)))-((y-gradient->center.y)*cos(DegreesToRadians(
gradient->angle))))*PerceptibleReciprocal(gradient->radii.y);
return(sqrt(v.x*v.x+v.y*v.y));
}
}
return(0.0);
}
MagickExport MagickBooleanType DrawGradientImage(Image *image,
const DrawInfo *draw_info)
{
CacheView
*image_view;
const GradientInfo
*gradient;
const SegmentInfo
*gradient_vector;
double
length;
ExceptionInfo
*exception;
MagickBooleanType
status;
MagickPixelPacket
zero;
PointInfo
point;
RectangleInfo
bounding_box;
ssize_t
y;
/*
Draw linear or radial gradient on image.
*/
assert(image != (Image *) NULL);
assert(image->signature == MagickCoreSignature);
if (image->debug != MagickFalse)
(void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename);
assert(draw_info != (const DrawInfo *) NULL);
gradient=(&draw_info->gradient);
gradient_vector=(&gradient->gradient_vector);
point.x=gradient_vector->x2-gradient_vector->x1;
point.y=gradient_vector->y2-gradient_vector->y1;
length=sqrt(point.x*point.x+point.y*point.y);
bounding_box=gradient->bounding_box;
status=MagickTrue;
exception=(&image->exception);
GetMagickPixelPacket(image,&zero);
image_view=AcquireAuthenticCacheView(image,exception);
#if defined(MAGICKCORE_OPENMP_SUPPORT)
#pragma omp parallel for schedule(static) shared(status) \
magick_number_threads(image,image,bounding_box.height-bounding_box.y,1)
#endif
for (y=bounding_box.y; y < (ssize_t) bounding_box.height; y++)
{
double
alpha,
offset;
MagickPixelPacket
composite,
pixel;
register IndexPacket
*magick_restrict indexes;
register ssize_t
i,
x;
register PixelPacket
*magick_restrict q;
ssize_t
j;
if (status == MagickFalse)
continue;
q=GetCacheViewAuthenticPixels(image_view,0,y,image->columns,1,exception);
if (q == (PixelPacket *) NULL)
{
status=MagickFalse;
continue;
}
indexes=GetCacheViewAuthenticIndexQueue(image_view);
pixel=zero;
composite=zero;
offset=GetStopColorOffset(gradient,0,y);
if (gradient->type != RadialGradient)
offset*=PerceptibleReciprocal(length);
for (x=bounding_box.x; x < (ssize_t) bounding_box.width; x++)
{
SetMagickPixelPacket(image,q,indexes+x,&pixel);
switch (gradient->spread)
{
case UndefinedSpread:
case PadSpread:
{
if ((x != (ssize_t) ceil(gradient_vector->x1-0.5)) ||
(y != (ssize_t) ceil(gradient_vector->y1-0.5)))
{
offset=GetStopColorOffset(gradient,x,y);
if (gradient->type != RadialGradient)
offset*=PerceptibleReciprocal(length);
}
for (i=0; i < (ssize_t) gradient->number_stops; i++)
if (offset < gradient->stops[i].offset)
break;
if ((offset < 0.0) || (i == 0))
composite=gradient->stops[0].color;
else
if ((offset > 1.0) || (i == (ssize_t) gradient->number_stops))
composite=gradient->stops[gradient->number_stops-1].color;
else
{
j=i;
i--;
alpha=(offset-gradient->stops[i].offset)/
(gradient->stops[j].offset-gradient->stops[i].offset);
MagickPixelCompositeBlend(&gradient->stops[i].color,1.0-alpha,
&gradient->stops[j].color,alpha,&composite);
}
break;
}
case ReflectSpread:
{
if ((x != (ssize_t) ceil(gradient_vector->x1-0.5)) ||
(y != (ssize_t) ceil(gradient_vector->y1-0.5)))
{
offset=GetStopColorOffset(gradient,x,y);
if (gradient->type != RadialGradient)
offset*=PerceptibleReciprocal(length);
}
if (offset < 0.0)
offset=(-offset);
if ((ssize_t) fmod(offset,2.0) == 0)
offset=fmod(offset,1.0);
else
offset=1.0-fmod(offset,1.0);
for (i=0; i < (ssize_t) gradient->number_stops; i++)
if (offset < gradient->stops[i].offset)
break;
if (i == 0)
composite=gradient->stops[0].color;
else
if (i == (ssize_t) gradient->number_stops)
composite=gradient->stops[gradient->number_stops-1].color;
else
{
j=i;
i--;
alpha=(offset-gradient->stops[i].offset)/
(gradient->stops[j].offset-gradient->stops[i].offset);
MagickPixelCompositeBlend(&gradient->stops[i].color,1.0-alpha,
&gradient->stops[j].color,alpha,&composite);
}
break;
}
case RepeatSpread:
{
double
repeat;
MagickBooleanType
antialias;
antialias=MagickFalse;
repeat=0.0;
if ((x != (ssize_t) ceil(gradient_vector->x1-0.5)) ||
(y != (ssize_t) ceil(gradient_vector->y1-0.5)))
{
offset=GetStopColorOffset(gradient,x,y);
if (gradient->type == LinearGradient)
{
repeat=fmod(offset,length);
if (repeat < 0.0)
repeat=length-fmod(-repeat,length);
else
repeat=fmod(offset,length);
antialias=(repeat < length) && ((repeat+1.0) > length) ?
MagickTrue : MagickFalse;
offset=PerceptibleReciprocal(length)*repeat;
}
else
{
repeat=fmod(offset,(double) gradient->radius);
if (repeat < 0.0)
repeat=gradient->radius-fmod(-repeat,
(double) gradient->radius);
else
repeat=fmod(offset,(double) gradient->radius);
antialias=repeat+1.0 > gradient->radius ? MagickTrue :
MagickFalse;
offset=repeat/gradient->radius;
}
}
for (i=0; i < (ssize_t) gradient->number_stops; i++)
if (offset < gradient->stops[i].offset)
break;
if (i == 0)
composite=gradient->stops[0].color;
else
if (i == (ssize_t) gradient->number_stops)
composite=gradient->stops[gradient->number_stops-1].color;
else
{
j=i;
i--;
alpha=(offset-gradient->stops[i].offset)/
(gradient->stops[j].offset-gradient->stops[i].offset);
if (antialias != MagickFalse)
{
if (gradient->type == LinearGradient)
alpha=length-repeat;
else
alpha=gradient->radius-repeat;
i=0;
j=(ssize_t) gradient->number_stops-1L;
}
MagickPixelCompositeBlend(&gradient->stops[i].color,1.0-alpha,
&gradient->stops[j].color,alpha,&composite);
}
break;
}
}
MagickPixelCompositeOver(&composite,composite.opacity,&pixel,
pixel.opacity,&pixel);
SetPixelPacket(image,&pixel,q,indexes+x);
q++;
}
if (SyncCacheViewAuthenticPixels(image_view,exception) == MagickFalse)
status=MagickFalse;
}
image_view=DestroyCacheView(image_view);
return(status);
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
% D r a w I m a g e %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% DrawImage() draws a graphic primitive on your image. The primitive
% may be represented as a string or filename. Precede the filename with an
% "at" sign (@) and the contents of the file are drawn on the image. You
% can affect how text is drawn by setting one or more members of the draw
% info structure.
%
% The format of the DrawImage method is:
%
% MagickBooleanType DrawImage(Image *image,const DrawInfo *draw_info)
%
% A description of each parameter follows:
%
% o image: the image.
%
% o draw_info: the draw info.
%
*/
static MagickBooleanType CheckPrimitiveExtent(MVGInfo *mvg_info,
const size_t pad)
{
double
extent;
size_t
quantum;
/*
Check if there is enough storage for drawing pimitives.
*/
extent=(double) mvg_info->offset+pad+PrimitiveExtentPad;
quantum=sizeof(**mvg_info->primitive_info);
if (((extent*quantum) < (double) SSIZE_MAX) &&
((extent*quantum) < (double) GetMaxMemoryRequest()))
{
if (extent <= (double) *mvg_info->extent)
return(MagickTrue);
*mvg_info->primitive_info=(PrimitiveInfo *) ResizeQuantumMemory(
*mvg_info->primitive_info,(size_t) extent,quantum);
if (*mvg_info->primitive_info != (PrimitiveInfo *) NULL)
{
register ssize_t
i;
*mvg_info->extent=(size_t) extent;
for (i=mvg_info->offset+1; i < (ssize_t) extent; i++)
(*mvg_info->primitive_info)[i].primitive=UndefinedPrimitive;
return(MagickTrue);
}
}
/*
Reallocation failed, allocate a primitive to facilitate unwinding.
*/
if (*mvg_info->primitive_info != (PrimitiveInfo *) NULL)
*mvg_info->primitive_info=(PrimitiveInfo *) RelinquishMagickMemory(
*mvg_info->primitive_info);
(void) ThrowMagickException(mvg_info->exception,GetMagickModule(),
ResourceLimitError,"MemoryAllocationFailed","`%s'","");
*mvg_info->primitive_info=(PrimitiveInfo *) AcquireCriticalMemory(
PrimitiveExtentPad*quantum);
(void) memset(*mvg_info->primitive_info,0,PrimitiveExtentPad*quantum);
*mvg_info->extent=1;
return(MagickFalse);
}
MagickExport int MVGMacroCompare(const void *target,const void *source)
{
const char
*p,
*q;
p=(const char *) target;
q=(const char *) source;
return(strcmp(p,q));
}
static SplayTreeInfo *GetMVGMacros(const char *primitive)
{
char
*macro,
*token;
const char
*q;
size_t
extent;
SplayTreeInfo
*macros;
/*
Scan graphic primitives for definitions and classes.
*/
if (primitive == (const char *) NULL)
return((SplayTreeInfo *) NULL);
macros=NewSplayTree(MVGMacroCompare,RelinquishMagickMemory,
RelinquishMagickMemory);
macro=AcquireString(primitive);
token=AcquireString(primitive);
extent=strlen(token)+MagickPathExtent;
for (q=primitive; *q != '\0'; )
{
if (GetNextToken(q,&q,extent,token) < 1)
break;
if (*token == '\0')
break;
if (LocaleCompare("push",token) == 0)
{
register const char
*end,
*start;
(void) GetNextToken(q,&q,extent,token);
if (*q == '"')
{
char
name[MagickPathExtent];
const char
*p;
ssize_t
n;
/*
Named macro (e.g. push graphic-context "wheel").
*/
(void) GetNextToken(q,&q,extent,token);
start=q;
end=q;
(void) CopyMagickString(name,token,MagickPathExtent);
n=1;
for (p=q; *p != '\0'; )
{
if (GetNextToken(p,&p,extent,token) < 1)
break;
if (*token == '\0')
break;
if (LocaleCompare(token,"pop") == 0)
{
end=p-strlen(token)-1;
n--;
}
if (LocaleCompare(token,"push") == 0)
n++;
if ((n == 0) && (end > start))
{
/*
Extract macro.
*/
(void) GetNextToken(p,&p,extent,token);
(void) CopyMagickString(macro,start,(size_t) (end-start));
(void) AddValueToSplayTree(macros,ConstantString(name),
ConstantString(macro));
break;
}
}
}
}
}
token=DestroyString(token);
macro=DestroyString(macro);
return(macros);
}
static inline MagickBooleanType IsPoint(const char *point)
{
char
*p;
double
value;
value=StringToDouble(point,&p);
return((fabs(value) < MagickEpsilon) && (p == point) ? MagickFalse :
MagickTrue);
}
static inline MagickBooleanType TracePoint(PrimitiveInfo *primitive_info,
const PointInfo point)
{
primitive_info->coordinates=1;
primitive_info->closed_subpath=MagickFalse;
primitive_info->point=point;
return(MagickTrue);
}
static MagickBooleanType RenderMVGContent(Image *image,
const DrawInfo *draw_info,const size_t depth)
{
#define RenderImageTag "Render/Image"
AffineMatrix
affine,
current;
char
key[2*MaxTextExtent],
keyword[MaxTextExtent],
geometry[MaxTextExtent],
name[MaxTextExtent],
*next_token,
pattern[MaxTextExtent],
*primitive,
*token;
const char
*q;
double
angle,
coordinates,
cursor,
factor,
primitive_extent;
DrawInfo
*clone_info,
**graphic_context;
MagickBooleanType
proceed;
MagickStatusType
status;
MVGInfo
mvg_info;
PointInfo
point;
PixelPacket
start_color;
PrimitiveInfo
*primitive_info;
PrimitiveType
primitive_type;
register const char
*p;
register ssize_t
i,
x;
SegmentInfo
bounds;
size_t
extent,
number_points;
SplayTreeInfo
*macros;
ssize_t
defsDepth,
j,
k,
n,
symbolDepth;
TypeMetric
metrics;
assert(image != (Image *) NULL);
assert(image->signature == MagickCoreSignature);
if (image->debug != MagickFalse)
(void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename);
assert(draw_info != (DrawInfo *) NULL);
assert(draw_info->signature == MagickCoreSignature);
if (image->debug != MagickFalse)
(void) LogMagickEvent(TraceEvent,GetMagickModule(),"...");
if (depth > MagickMaxRecursionDepth)
ThrowBinaryImageException(DrawError,"VectorGraphicsNestedTooDeeply",
image->filename);
if ((draw_info->primitive == (char *) NULL) ||
(*draw_info->primitive == '\0'))
return(MagickFalse);
if (image->debug != MagickFalse)
(void) LogMagickEvent(DrawEvent,GetMagickModule(),"begin draw-image");
if (SetImageStorageClass(image,DirectClass) == MagickFalse)
return(MagickFalse);
if (image->matte == MagickFalse)
{
status=SetImageAlphaChannel(image,OpaqueAlphaChannel);
if (status == MagickFalse)
return(MagickFalse);
}
primitive=(char *) NULL;
if ((*draw_info->primitive == '@') && (strlen(draw_info->primitive) > 1) &&
(*(draw_info->primitive+1) != '-') && (depth == 0))
primitive=FileToString(draw_info->primitive+1,~0UL,&image->exception);
else
primitive=AcquireString(draw_info->primitive);
if (primitive == (char *) NULL)
return(MagickFalse);
primitive_extent=(double) strlen(primitive);
(void) SetImageArtifact(image,"mvg:vector-graphics",primitive);
n=0;
/*
Allocate primitive info memory.
*/
graphic_context=(DrawInfo **) AcquireMagickMemory(sizeof(*graphic_context));
if (graphic_context == (DrawInfo **) NULL)
{
primitive=DestroyString(primitive);
ThrowBinaryImageException(ResourceLimitError,"MemoryAllocationFailed",
image->filename);
}
number_points=PrimitiveExtentPad;
primitive_info=(PrimitiveInfo *) AcquireQuantumMemory((size_t) number_points,
sizeof(*primitive_info));
if (primitive_info == (PrimitiveInfo *) NULL)
{
primitive=DestroyString(primitive);
for ( ; n >= 0; n--)
graphic_context[n]=DestroyDrawInfo(graphic_context[n]);
graphic_context=(DrawInfo **) RelinquishMagickMemory(graphic_context);
ThrowBinaryImageException(ResourceLimitError,"MemoryAllocationFailed",
image->filename);
}
(void) memset(primitive_info,0,(size_t) number_points*
sizeof(*primitive_info));
(void) memset(&mvg_info,0,sizeof(mvg_info));
mvg_info.primitive_info=(&primitive_info);
mvg_info.extent=(&number_points);
mvg_info.exception=(&image->exception);
graphic_context[n]=CloneDrawInfo((ImageInfo *) NULL,draw_info);
graphic_context[n]->viewbox=image->page;
if ((image->page.width == 0) || (image->page.height == 0))
{
graphic_context[n]->viewbox.width=image->columns;
graphic_context[n]->viewbox.height=image->rows;
}
token=AcquireString(primitive);
extent=strlen(token)+MaxTextExtent;
cursor=0.0;
defsDepth=0;
symbolDepth=0;
macros=GetMVGMacros(primitive);
status=QueryColorDatabase("#000000",&start_color,&image->exception);
for (q=primitive; *q != '\0'; )
{
/*
Interpret graphic primitive.
*/
if (GetNextToken(q,&q,MaxTextExtent,keyword) < 1)
break;
if (*keyword == '\0')
break;
if (*keyword == '#')
{
/*
Comment.
*/
while ((*q != '\n') && (*q != '\0'))
q++;
continue;
}
p=q-strlen(keyword)-1;
primitive_type=UndefinedPrimitive;
current=graphic_context[n]->affine;
GetAffineMatrix(&affine);
*token='\0';
switch (*keyword)
{
case ';':
break;
case 'a':
case 'A':
{
if (LocaleCompare("affine",keyword) == 0)
{
(void) GetNextToken(q,&q,extent,token);
affine.sx=StringToDouble(token,&next_token);
if (token == next_token)
ThrowPointExpectedException(image,token);
(void) GetNextToken(q,&q,extent,token);
if (*token == ',')
(void) GetNextToken(q,&q,extent,token);
affine.rx=StringToDouble(token,&next_token);
if (token == next_token)
ThrowPointExpectedException(image,token);
(void) GetNextToken(q,&q,extent,token);
if (*token == ',')
(void) GetNextToken(q,&q,extent,token);
affine.ry=StringToDouble(token,&next_token);
if (token == next_token)
ThrowPointExpectedException(image,token);
(void) GetNextToken(q,&q,extent,token);
if (*token == ',')
(void) GetNextToken(q,&q,extent,token);
affine.sy=StringToDouble(token,&next_token);
if (token == next_token)
ThrowPointExpectedException(image,token);
(void) GetNextToken(q,&q,extent,token);
if (*token == ',')
(void) GetNextToken(q,&q,extent,token);
affine.tx=StringToDouble(token,&next_token);
if (token == next_token)
ThrowPointExpectedException(image,token);
(void) GetNextToken(q,&q,extent,token);
if (*token == ',')
(void) GetNextToken(q,&q,extent,token);
affine.ty=StringToDouble(token,&next_token);
if (token == next_token)
ThrowPointExpectedException(image,token);
break;
}
if (LocaleCompare("arc",keyword) == 0)
{
primitive_type=ArcPrimitive;
break;
}
status=MagickFalse;
break;
}
case 'b':
case 'B':
{
if (LocaleCompare("bezier",keyword) == 0)
{
primitive_type=BezierPrimitive;
break;
}
if (LocaleCompare("border-color",keyword) == 0)
{
(void) GetNextToken(q,&q,extent,token);
status&=QueryColorDatabase(token,&graphic_context[n]->border_color,
&image->exception);
break;
}
status=MagickFalse;
break;
}
case 'c':
case 'C':
{
if (LocaleCompare("class",keyword) == 0)
{
const char
*mvg_class;
(void) GetNextToken(q,&q,extent,token);
if (*token == '\0')
{
status=MagickFalse;
break;
}
if (LocaleCompare(token,graphic_context[n]->id) == 0)
break;
mvg_class=(const char *) GetValueFromSplayTree(macros,token);
if (mvg_class != (const char *) NULL)
{
char
*elements;
ssize_t
offset;
/*
Inject class elements in stream.
*/
offset=(ssize_t) (p-primitive);
elements=AcquireString(primitive);
elements[offset]='\0';
(void) ConcatenateString(&elements,mvg_class);
(void) ConcatenateString(&elements,"\n");
(void) ConcatenateString(&elements,q);
primitive=DestroyString(primitive);
primitive=elements;
q=primitive+offset;
}
break;
}
if (LocaleCompare("clip-path",keyword) == 0)
{
const char
*clip_path;
/*
Take a node from within the MVG document, and duplicate it here.
*/
(void) GetNextToken(q,&q,extent,token);
if (*token == '\0')
{
status=MagickFalse;
break;
}
(void) CloneString(&graphic_context[n]->clip_mask,token);
clip_path=(const char *) GetValueFromSplayTree(macros,token);
if (clip_path != (const char *) NULL)
{
if (graphic_context[n]->clipping_mask != (Image *) NULL)
graphic_context[n]->clipping_mask=
DestroyImage(graphic_context[n]->clipping_mask);
graphic_context[n]->clipping_mask=DrawClippingMask(image,
graphic_context[n],token,clip_path,&image->exception);
if (graphic_context[n]->compliance != SVGCompliance)
{
const char
*clip_path;
clip_path=(const char *) GetValueFromSplayTree(macros,
graphic_context[n]->clip_mask);
if (clip_path != (const char *) NULL)
(void) SetImageArtifact(image,
graphic_context[n]->clip_mask,clip_path);
status&=DrawClipPath(image,graphic_context[n],
graphic_context[n]->clip_mask);
}
}
break;
}
if (LocaleCompare("clip-rule",keyword) == 0)
{
ssize_t
fill_rule;
(void) GetNextToken(q,&q,extent,token);
fill_rule=ParseCommandOption(MagickFillRuleOptions,MagickFalse,
token);
if (fill_rule == -1)
{
status=MagickFalse;
break;
}
graphic_context[n]->fill_rule=(FillRule) fill_rule;
break;
}
if (LocaleCompare("clip-units",keyword) == 0)
{
ssize_t
clip_units;
(void) GetNextToken(q,&q,extent,token);
clip_units=ParseCommandOption(MagickClipPathOptions,MagickFalse,
token);
if (clip_units == -1)
{
status=MagickFalse;
break;
}
graphic_context[n]->clip_units=(ClipPathUnits) clip_units;
if (clip_units == ObjectBoundingBox)
{
GetAffineMatrix(¤t);
affine.sx=draw_info->bounds.x2;
affine.sy=draw_info->bounds.y2;
affine.tx=draw_info->bounds.x1;
affine.ty=draw_info->bounds.y1;
break;
}
break;
}
if (LocaleCompare("circle",keyword) == 0)
{
primitive_type=CirclePrimitive;
break;
}
if (LocaleCompare("color",keyword) == 0)
{
primitive_type=ColorPrimitive;
break;
}
if (LocaleCompare("compliance",keyword) == 0)
{
/*
MVG compliance associates a clipping mask with an image; SVG
compliance associates a clipping mask with a graphics context.
*/
(void) GetNextToken(q,&q,extent,token);
graphic_context[n]->compliance=(ComplianceType) ParseCommandOption(
MagickComplianceOptions,MagickFalse,token);
break;
}
status=MagickFalse;
break;
}
case 'd':
case 'D':
{
if (LocaleCompare("decorate",keyword) == 0)
{
ssize_t
decorate;
(void) GetNextToken(q,&q,extent,token);
decorate=ParseCommandOption(MagickDecorateOptions,MagickFalse,
token);
if (decorate == -1)
{
status=MagickFalse;
break;
}
graphic_context[n]->decorate=(DecorationType) decorate;
break;
}
if (LocaleCompare("density",keyword) == 0)
{
(void) GetNextToken(q,&q,extent,token);
(void) CloneString(&graphic_context[n]->density,token);
break;
}
if (LocaleCompare("direction",keyword) == 0)
{
ssize_t
direction;
(void) GetNextToken(q,&q,extent,token);
direction=ParseCommandOption(MagickDirectionOptions,MagickFalse,
token);
if (direction == -1)
status=MagickFalse;
else
graphic_context[n]->direction=(DirectionType) direction;
break;
}
status=MagickFalse;
break;
}
case 'e':
case 'E':
{
if (LocaleCompare("ellipse",keyword) == 0)
{
primitive_type=EllipsePrimitive;
break;
}
if (LocaleCompare("encoding",keyword) == 0)
{
(void) GetNextToken(q,&q,extent,token);
(void) CloneString(&graphic_context[n]->encoding,token);
break;
}
status=MagickFalse;
break;
}
case 'f':
case 'F':
{
if (LocaleCompare("fill",keyword) == 0)
{
(void) GetNextToken(q,&q,extent,token);
if (graphic_context[n]->clip_path != MagickFalse)
break;
(void) FormatLocaleString(pattern,MaxTextExtent,"%s",token);
if (GetImageArtifact(image,pattern) != (const char *) NULL)
(void) DrawPatternPath(image,draw_info,token,
&graphic_context[n]->fill_pattern);
else
{
status&=QueryColorDatabase(token,&graphic_context[n]->fill,
&image->exception);
if (graphic_context[n]->fill_opacity != OpaqueOpacity)
graphic_context[n]->fill.opacity=ClampToQuantum(
graphic_context[n]->fill_opacity);
}
break;
}
if (LocaleCompare("fill-opacity",keyword) == 0)
{
double
opacity;
(void) GetNextToken(q,&q,extent,token);
if (graphic_context[n]->clip_path != MagickFalse)
break;
factor=strchr(token,'%') != (char *) NULL ? 0.01 : 1.0;
opacity=MagickMin(MagickMax(factor*
StringToDouble(token,&next_token),0.0),1.0);
if (token == next_token)
ThrowPointExpectedException(image,token);
graphic_context[n]->fill_opacity=(QuantumRange-
graphic_context[n]->fill_opacity)*(1.0-opacity);
if (graphic_context[n]->fill.opacity != TransparentOpacity)
graphic_context[n]->fill.opacity=(Quantum)
graphic_context[n]->fill_opacity;
else
graphic_context[n]->fill.opacity=ClampToQuantum(QuantumRange*
opacity);
break;
}
if (LocaleCompare("fill-rule",keyword) == 0)
{
ssize_t
fill_rule;
(void) GetNextToken(q,&q,extent,token);
fill_rule=ParseCommandOption(MagickFillRuleOptions,MagickFalse,
token);
if (fill_rule == -1)
{
status=MagickFalse;
break;
}
graphic_context[n]->fill_rule=(FillRule) fill_rule;
break;
}
if (LocaleCompare("font",keyword) == 0)
{
(void) GetNextToken(q,&q,extent,token);
(void) CloneString(&graphic_context[n]->font,token);
if (LocaleCompare("none",token) == 0)
graphic_context[n]->font=(char *) RelinquishMagickMemory(
graphic_context[n]->font);
break;
}
if (LocaleCompare("font-family",keyword) == 0)
{
(void) GetNextToken(q,&q,extent,token);
(void) CloneString(&graphic_context[n]->family,token);
break;
}
if (LocaleCompare("font-size",keyword) == 0)
{
(void) GetNextToken(q,&q,extent,token);
graphic_context[n]->pointsize=StringToDouble(token,&next_token);
if (token == next_token)
ThrowPointExpectedException(image,token);
break;
}
if (LocaleCompare("font-stretch",keyword) == 0)
{
ssize_t
stretch;
(void) GetNextToken(q,&q,extent,token);
stretch=ParseCommandOption(MagickStretchOptions,MagickFalse,token);
if (stretch == -1)
{
status=MagickFalse;
break;
}
graphic_context[n]->stretch=(StretchType) stretch;
break;
}
if (LocaleCompare("font-style",keyword) == 0)
{
ssize_t
style;
(void) GetNextToken(q,&q,extent,token);
style=ParseCommandOption(MagickStyleOptions,MagickFalse,token);
if (style == -1)
{
status=MagickFalse;
break;
}
graphic_context[n]->style=(StyleType) style;
break;
}
if (LocaleCompare("font-weight",keyword) == 0)
{
ssize_t
weight;
(void) GetNextToken(q,&q,extent,token);
weight=ParseCommandOption(MagickWeightOptions,MagickFalse,token);
if (weight == -1)
weight=(ssize_t) StringToUnsignedLong(token);
graphic_context[n]->weight=(size_t) weight;
break;
}
status=MagickFalse;
break;
}
case 'g':
case 'G':
{
if (LocaleCompare("gradient-units",keyword) == 0)
{
(void) GetNextToken(q,&q,extent,token);
break;
}
if (LocaleCompare("gravity",keyword) == 0)
{
ssize_t
gravity;
(void) GetNextToken(q,&q,extent,token);
gravity=ParseCommandOption(MagickGravityOptions,MagickFalse,token);
if (gravity == -1)
{
status=MagickFalse;
break;
}
graphic_context[n]->gravity=(GravityType) gravity;
break;
}
status=MagickFalse;
break;
}
case 'i':
case 'I':
{
if (LocaleCompare("image",keyword) == 0)
{
ssize_t
compose;
primitive_type=ImagePrimitive;
(void) GetNextToken(q,&q,extent,token);
compose=ParseCommandOption(MagickComposeOptions,MagickFalse,token);
if (compose == -1)
{
status=MagickFalse;
break;
}
graphic_context[n]->compose=(CompositeOperator) compose;
break;
}
if (LocaleCompare("interline-spacing",keyword) == 0)
{
(void) GetNextToken(q,&q,extent,token);
graphic_context[n]->interline_spacing=StringToDouble(token,
&next_token);
if (token == next_token)
ThrowPointExpectedException(image,token);
break;
}
if (LocaleCompare("interword-spacing",keyword) == 0)
{
(void) GetNextToken(q,&q,extent,token);
graphic_context[n]->interword_spacing=StringToDouble(token,
&next_token);
if (token == next_token)
ThrowPointExpectedException(image,token);
break;
}
status=MagickFalse;
break;
}
case 'k':
case 'K':
{
if (LocaleCompare("kerning",keyword) == 0)
{
(void) GetNextToken(q,&q,extent,token);
graphic_context[n]->kerning=StringToDouble(token,&next_token);
if (token == next_token)
ThrowPointExpectedException(image,token);
break;
}
status=MagickFalse;
break;
}
case 'l':
case 'L':
{
if (LocaleCompare("letter-spacing",keyword) == 0)
{
(void) GetNextToken(q,&q,extent,token);
clone_info=CloneDrawInfo((ImageInfo *) NULL,graphic_context[n]);
clone_info->text=AcquireString(" ");
status&=GetTypeMetrics(image,clone_info,&metrics);
graphic_context[n]->kerning=metrics.width*
StringToDouble(token,&next_token);
clone_info=DestroyDrawInfo(clone_info);
if (token == next_token)
ThrowPointExpectedException(image,token);
break;
}
if (LocaleCompare("line",keyword) == 0)
{
primitive_type=LinePrimitive;
break;
}
status=MagickFalse;
break;
}
case 'm':
case 'M':
{
if (LocaleCompare("mask",keyword) == 0)
{
const char
*mask_path;
/*
Take a node from within the MVG document, and duplicate it here.
*/
(void) GetNextToken(q,&q,extent,token);
mask_path=(const char *) GetValueFromSplayTree(macros,token);
if (mask_path != (const char *) NULL)
{
if (graphic_context[n]->composite_mask != (Image *) NULL)
graphic_context[n]->composite_mask=
DestroyImage(graphic_context[n]->composite_mask);
graphic_context[n]->composite_mask=DrawCompositeMask(image,
graphic_context[n],token,mask_path,&image->exception);
if (graphic_context[n]->compliance != SVGCompliance)
status=SetImageMask(image,graphic_context[n]->composite_mask);
}
break;
}
if (LocaleCompare("matte",keyword) == 0)
{
primitive_type=MattePrimitive;
break;
}
status=MagickFalse;
break;
}
case 'o':
case 'O':
{
if (LocaleCompare("offset",keyword) == 0)
{
(void) GetNextToken(q,&q,extent,token);
break;
}
if (LocaleCompare("opacity",keyword) == 0)
{
double
opacity;
(void) GetNextToken(q,&q,extent,token);
if (graphic_context[n]->clip_path != MagickFalse)
break;
factor=strchr(token,'%') != (char *) NULL ? 0.01 : 1.0;
opacity=MagickMin(MagickMax(factor*
StringToDouble(token,&next_token),0.0),1.0);
if (token == next_token)
ThrowPointExpectedException(image,token);
graphic_context[n]->fill_opacity=(QuantumRange-
graphic_context[n]->fill_opacity)*(1.0-opacity);
graphic_context[n]->stroke_opacity=(QuantumRange-
graphic_context[n]->stroke_opacity)*(1.0-opacity);
break;
}
status=MagickFalse;
break;
}
case 'p':
case 'P':
{
if (LocaleCompare("path",keyword) == 0)
{
primitive_type=PathPrimitive;
break;
}
if (LocaleCompare("point",keyword) == 0)
{
primitive_type=PointPrimitive;
break;
}
if (LocaleCompare("polyline",keyword) == 0)
{
primitive_type=PolylinePrimitive;
break;
}
if (LocaleCompare("polygon",keyword) == 0)
{
primitive_type=PolygonPrimitive;
break;
}
if (LocaleCompare("pop",keyword) == 0)
{
if (GetNextToken(q,&q,extent,token) < 1)
break;
if (LocaleCompare("class",token) == 0)
break;
if (LocaleCompare("clip-path",token) == 0)
break;
if (LocaleCompare("defs",token) == 0)
{
defsDepth--;
graphic_context[n]->render=defsDepth > 0 ? MagickFalse :
MagickTrue;
break;
}
if (LocaleCompare("gradient",token) == 0)
break;
if (LocaleCompare("graphic-context",token) == 0)
{
if (n <= 0)
{
(void) ThrowMagickException(&image->exception,
GetMagickModule(),DrawError,
"UnbalancedGraphicContextPushPop","`%s'",token);
status=MagickFalse;
n=0;
break;
}
if ((graphic_context[n]->clip_mask != (char *) NULL) &&
(graphic_context[n]->compliance != SVGCompliance))
if (LocaleCompare(graphic_context[n]->clip_mask,
graphic_context[n-1]->clip_mask) != 0)
status=SetImageClipMask(image,(Image *) NULL);
graphic_context[n]=DestroyDrawInfo(graphic_context[n]);
n--;
break;
}
if (LocaleCompare("mask",token) == 0)
break;
if (LocaleCompare("pattern",token) == 0)
break;
if (LocaleCompare("symbol",token) == 0)
{
symbolDepth--;
graphic_context[n]->render=symbolDepth > 0 ? MagickFalse :
MagickTrue;
break;
}
status=MagickFalse;
break;
}
if (LocaleCompare("push",keyword) == 0)
{
if (GetNextToken(q,&q,extent,token) < 1)
break;
if (LocaleCompare("class",token) == 0)
{
/*
Class context.
*/
for (p=q; *q != '\0'; )
{
if (GetNextToken(q,&q,extent,token) < 1)
break;
if (LocaleCompare(token,"pop") != 0)
continue;
(void) GetNextToken(q,(const char **) NULL,extent,token);
if (LocaleCompare(token,"class") != 0)
continue;
break;
}
(void) GetNextToken(q,&q,extent,token);
break;
}
if (LocaleCompare("clip-path",token) == 0)
{
(void) GetNextToken(q,&q,extent,token);
for (p=q; *q != '\0'; )
{
if (GetNextToken(q,&q,extent,token) < 1)
break;
if (LocaleCompare(token,"pop") != 0)
continue;
(void) GetNextToken(q,(const char **) NULL,extent,token);
if (LocaleCompare(token,"clip-path") != 0)
continue;
break;
}
if ((q == (char *) NULL) || (p == (char *) NULL) || ((q-4) < p))
{
status=MagickFalse;
break;
}
(void) GetNextToken(q,&q,extent,token);
break;
}
if (LocaleCompare("defs",token) == 0)
{
defsDepth++;
graphic_context[n]->render=defsDepth > 0 ? MagickFalse :
MagickTrue;
break;
}
if (LocaleCompare("gradient",token) == 0)
{
char
key[2*MaxTextExtent],
name[MaxTextExtent],
type[MaxTextExtent];
SegmentInfo
segment;
(void) GetNextToken(q,&q,extent,token);
(void) CopyMagickString(name,token,MaxTextExtent);
(void) GetNextToken(q,&q,extent,token);
(void) CopyMagickString(type,token,MaxTextExtent);
(void) GetNextToken(q,&q,extent,token);
segment.x1=StringToDouble(token,&next_token);
if (token == next_token)
ThrowPointExpectedException(image,token);
(void) GetNextToken(q,&q,extent,token);
if (*token == ',')
(void) GetNextToken(q,&q,extent,token);
segment.y1=StringToDouble(token,&next_token);
if (token == next_token)
ThrowPointExpectedException(image,token);
(void) GetNextToken(q,&q,extent,token);
if (*token == ',')
(void) GetNextToken(q,&q,extent,token);
segment.x2=StringToDouble(token,&next_token);
if (token == next_token)
ThrowPointExpectedException(image,token);
(void) GetNextToken(q,&q,extent,token);
if (*token == ',')
(void) GetNextToken(q,&q,extent,token);
segment.y2=StringToDouble(token,&next_token);
if (token == next_token)
ThrowPointExpectedException(image,token);
if (LocaleCompare(type,"radial") == 0)
{
(void) GetNextToken(q,&q,extent,token);
if (*token == ',')
(void) GetNextToken(q,&q,extent,token);
}
for (p=q; *q != '\0'; )
{
if (GetNextToken(q,&q,extent,token) < 1)
break;
if (LocaleCompare(token,"pop") != 0)
continue;
(void) GetNextToken(q,(const char **) NULL,extent,token);
if (LocaleCompare(token,"gradient") != 0)
continue;
break;
}
if ((q == (char *) NULL) || (p == (char *) NULL) || ((q-4) < p))
{
status=MagickFalse;
break;
}
(void) CopyMagickString(token,p,(size_t) (q-p-4+1));
bounds.x1=graphic_context[n]->affine.sx*segment.x1+
graphic_context[n]->affine.ry*segment.y1+
graphic_context[n]->affine.tx;
bounds.y1=graphic_context[n]->affine.rx*segment.x1+
graphic_context[n]->affine.sy*segment.y1+
graphic_context[n]->affine.ty;
bounds.x2=graphic_context[n]->affine.sx*segment.x2+
graphic_context[n]->affine.ry*segment.y2+
graphic_context[n]->affine.tx;
bounds.y2=graphic_context[n]->affine.rx*segment.x2+
graphic_context[n]->affine.sy*segment.y2+
graphic_context[n]->affine.ty;
(void) FormatLocaleString(key,MaxTextExtent,"%s",name);
(void) SetImageArtifact(image,key,token);
(void) FormatLocaleString(key,MaxTextExtent,"%s-type",name);
(void) SetImageArtifact(image,key,type);
(void) FormatLocaleString(key,MaxTextExtent,"%s-geometry",name);
(void) FormatLocaleString(geometry,MaxTextExtent,
"%gx%g%+.15g%+.15g",
MagickMax(fabs(bounds.x2-bounds.x1+1.0),1.0),
MagickMax(fabs(bounds.y2-bounds.y1+1.0),1.0),
bounds.x1,bounds.y1);
(void) SetImageArtifact(image,key,geometry);
(void) GetNextToken(q,&q,extent,token);
break;
}
if (LocaleCompare("graphic-context",token) == 0)
{
n++;
graphic_context=(DrawInfo **) ResizeQuantumMemory(
graphic_context,(size_t) (n+1),sizeof(*graphic_context));
if (graphic_context == (DrawInfo **) NULL)
{
(void) ThrowMagickException(&image->exception,
GetMagickModule(),ResourceLimitError,
"MemoryAllocationFailed","`%s'",image->filename);
break;
}
graphic_context[n]=CloneDrawInfo((ImageInfo *) NULL,
graphic_context[n-1]);
if (*q == '"')
{
(void) GetNextToken(q,&q,extent,token);
(void) CloneString(&graphic_context[n]->id,token);
}
break;
}
if (LocaleCompare("mask",token) == 0)
{
(void) GetNextToken(q,&q,extent,token);
break;
}
if (LocaleCompare("pattern",token) == 0)
{
RectangleInfo
bounds;
(void) GetNextToken(q,&q,extent,token);
(void) CopyMagickString(name,token,MaxTextExtent);
(void) GetNextToken(q,&q,extent,token);
bounds.x=(ssize_t) ceil(StringToDouble(token,&next_token)-0.5);
if (token == next_token)
ThrowPointExpectedException(image,token);
(void) GetNextToken(q,&q,extent,token);
if (*token == ',')
(void) GetNextToken(q,&q,extent,token);
bounds.y=(ssize_t) ceil(StringToDouble(token,&next_token)-0.5);
if (token == next_token)
ThrowPointExpectedException(image,token);
(void) GetNextToken(q,&q,extent,token);
if (*token == ',')
(void) GetNextToken(q,&q,extent,token);
bounds.width=(size_t) floor(StringToDouble(token,&next_token)+
0.5);
if (token == next_token)
ThrowPointExpectedException(image,token);
(void) GetNextToken(q,&q,extent,token);
if (*token == ',')
(void) GetNextToken(q,&q,extent,token);
bounds.height=(size_t) floor(StringToDouble(token,&next_token)+
0.5);
if (token == next_token)
ThrowPointExpectedException(image,token);
for (p=q; *q != '\0'; )
{
if (GetNextToken(q,&q,extent,token) < 1)
break;
if (LocaleCompare(token,"pop") != 0)
continue;
(void) GetNextToken(q,(const char **) NULL,extent,token);
if (LocaleCompare(token,"pattern") != 0)
continue;
break;
}
if ((q == (char *) NULL) || (p == (char *) NULL) || ((q-4) < p))
{
status=MagickFalse;
break;
}
(void) CopyMagickString(token,p,(size_t) (q-p-4+1));
(void) FormatLocaleString(key,MaxTextExtent,"%s",name);
(void) SetImageArtifact(image,key,token);
(void) FormatLocaleString(key,MaxTextExtent,"%s-geometry",name);
(void) FormatLocaleString(geometry,MaxTextExtent,
"%.20gx%.20g%+.20g%+.20g",(double) bounds.width,(double)
bounds.height,(double) bounds.x,(double) bounds.y);
(void) SetImageArtifact(image,key,geometry);
(void) GetNextToken(q,&q,extent,token);
break;
}
if (LocaleCompare("symbol",token) == 0)
{
symbolDepth++;
graphic_context[n]->render=symbolDepth > 0 ? MagickFalse :
MagickTrue;
break;
}
status=MagickFalse;
break;
}
status=MagickFalse;
break;
}
case 'r':
case 'R':
{
if (LocaleCompare("rectangle",keyword) == 0)
{
primitive_type=RectanglePrimitive;
break;
}
if (LocaleCompare("rotate",keyword) == 0)
{
(void) GetNextToken(q,&q,extent,token);
angle=StringToDouble(token,&next_token);
if (token == next_token)
ThrowPointExpectedException(image,token);
affine.sx=cos(DegreesToRadians(fmod((double) angle,360.0)));
affine.rx=sin(DegreesToRadians(fmod((double) angle,360.0)));
affine.ry=(-sin(DegreesToRadians(fmod((double) angle,360.0))));
affine.sy=cos(DegreesToRadians(fmod((double) angle,360.0)));
break;
}
if (LocaleCompare("roundRectangle",keyword) == 0)
{
primitive_type=RoundRectanglePrimitive;
break;
}
status=MagickFalse;
break;
}
case 's':
case 'S':
{
if (LocaleCompare("scale",keyword) == 0)
{
(void) GetNextToken(q,&q,extent,token);
affine.sx=StringToDouble(token,&next_token);
if (token == next_token)
ThrowPointExpectedException(image,token);
(void) GetNextToken(q,&q,extent,token);
if (*token == ',')
(void) GetNextToken(q,&q,extent,token);
affine.sy=StringToDouble(token,&next_token);
if (token == next_token)
ThrowPointExpectedException(image,token);
break;
}
if (LocaleCompare("skewX",keyword) == 0)
{
(void) GetNextToken(q,&q,extent,token);
angle=StringToDouble(token,&next_token);
if (token == next_token)
ThrowPointExpectedException(image,token);
affine.ry=sin(DegreesToRadians(angle));
break;
}
if (LocaleCompare("skewY",keyword) == 0)
{
(void) GetNextToken(q,&q,extent,token);
angle=StringToDouble(token,&next_token);
if (token == next_token)
ThrowPointExpectedException(image,token);
affine.rx=(-tan(DegreesToRadians(angle)/2.0));
break;
}
if (LocaleCompare("stop-color",keyword) == 0)
{
GradientType
type;
PixelPacket
stop_color;
(void) GetNextToken(q,&q,extent,token);
status&=QueryColorDatabase(token,&stop_color,&image->exception);
type=LinearGradient;
if (draw_info->gradient.type == RadialGradient)
type=RadialGradient;
(void) GradientImage(image,type,PadSpread,&start_color,&stop_color);
start_color=stop_color;
(void) GetNextToken(q,&q,extent,token);
break;
}
if (LocaleCompare("stroke",keyword) == 0)
{
(void) GetNextToken(q,&q,extent,token);
if (graphic_context[n]->clip_path != MagickFalse)
break;
(void) FormatLocaleString(pattern,MaxTextExtent,"%s",token);
if (GetImageArtifact(image,pattern) != (const char *) NULL)
(void) DrawPatternPath(image,draw_info,token,
&graphic_context[n]->stroke_pattern);
else
{
status&=QueryColorDatabase(token,&graphic_context[n]->stroke,
&image->exception);
if (graphic_context[n]->stroke_opacity != OpaqueOpacity)
graphic_context[n]->stroke.opacity=ClampToQuantum(
graphic_context[n]->stroke_opacity);
}
break;
}
if (LocaleCompare("stroke-antialias",keyword) == 0)
{
(void) GetNextToken(q,&q,extent,token);
graphic_context[n]->stroke_antialias=StringToLong(token) != 0 ?
MagickTrue : MagickFalse;
break;
}
if (LocaleCompare("stroke-dasharray",keyword) == 0)
{
if (graphic_context[n]->dash_pattern != (double *) NULL)
graphic_context[n]->dash_pattern=(double *)
RelinquishMagickMemory(graphic_context[n]->dash_pattern);
if (IsPoint(q) != MagickFalse)
{
const char
*p;
p=q;
(void) GetNextToken(p,&p,extent,token);
if (*token == ',')
(void) GetNextToken(p,&p,extent,token);
for (x=0; IsPoint(token) != MagickFalse; x++)
{
(void) GetNextToken(p,&p,extent,token);
if (*token == ',')
(void) GetNextToken(p,&p,extent,token);
}
graphic_context[n]->dash_pattern=(double *)
AcquireQuantumMemory((size_t) (2*x+2),
sizeof(*graphic_context[n]->dash_pattern));
if (graphic_context[n]->dash_pattern == (double *) NULL)
{
(void) ThrowMagickException(&image->exception,
GetMagickModule(),ResourceLimitError,
"MemoryAllocationFailed","`%s'",image->filename);
status=MagickFalse;
break;
}
(void) memset(graphic_context[n]->dash_pattern,0,(size_t)
(2*x+2)*sizeof(*graphic_context[n]->dash_pattern));
for (j=0; j < x; j++)
{
(void) GetNextToken(q,&q,extent,token);
if (*token == ',')
(void) GetNextToken(q,&q,extent,token);
graphic_context[n]->dash_pattern[j]=StringToDouble(token,
&next_token);
if (token == next_token)
ThrowPointExpectedException(image,token);
if (graphic_context[n]->dash_pattern[j] < 0.0)
status=MagickFalse;
}
if ((x & 0x01) != 0)
for ( ; j < (2*x); j++)
graphic_context[n]->dash_pattern[j]=
graphic_context[n]->dash_pattern[j-x];
graphic_context[n]->dash_pattern[j]=0.0;
break;
}
(void) GetNextToken(q,&q,extent,token);
break;
}
if (LocaleCompare("stroke-dashoffset",keyword) == 0)
{
(void) GetNextToken(q,&q,extent,token);
graphic_context[n]->dash_offset=StringToDouble(token,&next_token);
if (token == next_token)
ThrowPointExpectedException(image,token);
break;
}
if (LocaleCompare("stroke-linecap",keyword) == 0)
{
ssize_t
linecap;
(void) GetNextToken(q,&q,extent,token);
linecap=ParseCommandOption(MagickLineCapOptions,MagickFalse,token);
if (linecap == -1)
{
status=MagickFalse;
break;
}
graphic_context[n]->linecap=(LineCap) linecap;
break;
}
if (LocaleCompare("stroke-linejoin",keyword) == 0)
{
ssize_t
linejoin;
(void) GetNextToken(q,&q,extent,token);
linejoin=ParseCommandOption(MagickLineJoinOptions,MagickFalse,
token);
if (linejoin == -1)
{
status=MagickFalse;
break;
}
graphic_context[n]->linejoin=(LineJoin) linejoin;
break;
}
if (LocaleCompare("stroke-miterlimit",keyword) == 0)
{
(void) GetNextToken(q,&q,extent,token);
graphic_context[n]->miterlimit=StringToUnsignedLong(token);
break;
}
if (LocaleCompare("stroke-opacity",keyword) == 0)
{
double
opacity;
(void) GetNextToken(q,&q,extent,token);
if (graphic_context[n]->clip_path != MagickFalse)
break;
factor=strchr(token,'%') != (char *) NULL ? 0.01 : 1.0;
opacity=MagickMin(MagickMax(factor*
StringToDouble(token,&next_token),0.0),1.0);
if (token == next_token)
ThrowPointExpectedException(image,token);
graphic_context[n]->stroke_opacity=(QuantumRange-
graphic_context[n]->stroke_opacity)*(1.0-opacity);
if (graphic_context[n]->stroke.opacity != TransparentOpacity)
graphic_context[n]->stroke.opacity=(Quantum)
graphic_context[n]->stroke_opacity;
else
graphic_context[n]->stroke.opacity=ClampToQuantum(QuantumRange*
opacity);
break;
}
if (LocaleCompare("stroke-width",keyword) == 0)
{
(void) GetNextToken(q,&q,extent,token);
if (graphic_context[n]->clip_path != MagickFalse)
break;
graphic_context[n]->stroke_width=StringToDouble(token,&next_token);
if (token == next_token)
ThrowPointExpectedException(image,token);
break;
}
status=MagickFalse;
break;
}
case 't':
case 'T':
{
if (LocaleCompare("text",keyword) == 0)
{
primitive_type=TextPrimitive;
break;
}
if (LocaleCompare("text-align",keyword) == 0)
{
ssize_t
align;
(void) GetNextToken(q,&q,extent,token);
align=ParseCommandOption(MagickAlignOptions,MagickFalse,token);
if (align == -1)
{
status=MagickFalse;
break;
}
graphic_context[n]->align=(AlignType) align;
break;
}
if (LocaleCompare("text-anchor",keyword) == 0)
{
ssize_t
align;
(void) GetNextToken(q,&q,extent,token);
align=ParseCommandOption(MagickAlignOptions,MagickFalse,token);
if (align == -1)
{
status=MagickFalse;
break;
}
graphic_context[n]->align=(AlignType) align;
break;
}
if (LocaleCompare("text-antialias",keyword) == 0)
{
(void) GetNextToken(q,&q,extent,token);
graphic_context[n]->text_antialias=StringToLong(token) != 0 ?
MagickTrue : MagickFalse;
break;
}
if (LocaleCompare("text-undercolor",keyword) == 0)
{
(void) GetNextToken(q,&q,extent,token);
status&=QueryColorDatabase(token,&graphic_context[n]->undercolor,
&image->exception);
break;
}
if (LocaleCompare("translate",keyword) == 0)
{
(void) GetNextToken(q,&q,extent,token);
affine.tx=StringToDouble(token,&next_token);
if (token == next_token)
ThrowPointExpectedException(image,token);
(void) GetNextToken(q,&q,extent,token);
if (*token == ',')
(void) GetNextToken(q,&q,extent,token);
affine.ty=StringToDouble(token,&next_token);
if (token == next_token)
ThrowPointExpectedException(image,token);
break;
}
status=MagickFalse;
break;
}
case 'u':
case 'U':
{
if (LocaleCompare("use",keyword) == 0)
{
const char
*use;
/*
Get a macro from the MVG document, and "use" it here.
*/
(void) GetNextToken(q,&q,extent,token);
use=(const char *) GetValueFromSplayTree(macros,token);
if (use != (const char *) NULL)
{
clone_info=CloneDrawInfo((ImageInfo *) NULL,graphic_context[n]);
(void) CloneString(&clone_info->primitive,use);
status=RenderMVGContent(image,clone_info,depth+1);
clone_info=DestroyDrawInfo(clone_info);
}
break;
}
break;
}
case 'v':
case 'V':
{
if (LocaleCompare("viewbox",keyword) == 0)
{
(void) GetNextToken(q,&q,extent,token);
graphic_context[n]->viewbox.x=(ssize_t) ceil(StringToDouble(token,
&next_token)-0.5);
if (token == next_token)
ThrowPointExpectedException(image,token);
(void) GetNextToken(q,&q,extent,token);
if (*token == ',')
(void) GetNextToken(q,&q,extent,token);
graphic_context[n]->viewbox.y=(ssize_t) ceil(StringToDouble(token,
&next_token)-0.5);
if (token == next_token)
ThrowPointExpectedException(image,token);
(void) GetNextToken(q,&q,extent,token);
if (*token == ',')
(void) GetNextToken(q,&q,extent,token);
graphic_context[n]->viewbox.width=(size_t) floor(StringToDouble(
token,&next_token)+0.5);
if (token == next_token)
ThrowPointExpectedException(image,token);
(void) GetNextToken(q,&q,extent,token);
if (*token == ',')
(void) GetNextToken(q,&q,extent,token);
graphic_context[n]->viewbox.height=(size_t) floor(StringToDouble(
token,&next_token)+0.5);
if (token == next_token)
ThrowPointExpectedException(image,token);
break;
}
status=MagickFalse;
break;
}
case 'w':
case 'W':
{
if (LocaleCompare("word-spacing",keyword) == 0)
{
(void) GetNextToken(q,&q,extent,token);
graphic_context[n]->interword_spacing=StringToDouble(token,
&next_token);
if (token == next_token)
ThrowPointExpectedException(image,token);
break;
}
status=MagickFalse;
break;
}
default:
{
status=MagickFalse;
break;
}
}
if (status == MagickFalse)
break;
if ((fabs(affine.sx-1.0) >= MagickEpsilon) ||
(fabs(affine.rx) >= MagickEpsilon) || (fabs(affine.ry) >= MagickEpsilon) ||
(fabs(affine.sy-1.0) >= MagickEpsilon) ||
(fabs(affine.tx) >= MagickEpsilon) || (fabs(affine.ty) >= MagickEpsilon))
{
graphic_context[n]->affine.sx=current.sx*affine.sx+current.ry*affine.rx;
graphic_context[n]->affine.rx=current.rx*affine.sx+current.sy*affine.rx;
graphic_context[n]->affine.ry=current.sx*affine.ry+current.ry*affine.sy;
graphic_context[n]->affine.sy=current.rx*affine.ry+current.sy*affine.sy;
graphic_context[n]->affine.tx=current.sx*affine.tx+current.ry*affine.ty+
current.tx;
graphic_context[n]->affine.ty=current.rx*affine.tx+current.sy*affine.ty+
current.ty;
}
if (primitive_type == UndefinedPrimitive)
{
if ((image->debug != MagickFalse) && (q > p))
(void) LogMagickEvent(DrawEvent,GetMagickModule()," %.*s",(int)
(q-p-1),p);
continue;
}
/*
Parse the primitive attributes.
*/
for (i=0; primitive_info[i].primitive != UndefinedPrimitive; i++)
if ((primitive_info[i].primitive == TextPrimitive) ||
(primitive_info[i].primitive == ImagePrimitive))
if (primitive_info[i].text != (char *) NULL)
primitive_info[i].text=DestroyString(primitive_info[i].text);
i=0;
mvg_info.offset=i;
j=0;
primitive_info[0].point.x=0.0;
primitive_info[0].point.y=0.0;
primitive_info[0].coordinates=0;
primitive_info[0].method=FloodfillMethod;
primitive_info[0].closed_subpath=MagickFalse;
for (x=0; *q != '\0'; x++)
{
/*
Define points.
*/
if (IsPoint(q) == MagickFalse)
break;
(void) GetNextToken(q,&q,extent,token);
point.x=StringToDouble(token,&next_token);
if (token == next_token)
ThrowPointExpectedException(image,token);
(void) GetNextToken(q,&q,extent,token);
if (*token == ',')
(void) GetNextToken(q,&q,extent,token);
point.y=StringToDouble(token,&next_token);
if (token == next_token)
ThrowPointExpectedException(image,token);
(void) GetNextToken(q,(const char **) NULL,extent,token);
if (*token == ',')
(void) GetNextToken(q,&q,extent,token);
primitive_info[i].primitive=primitive_type;
primitive_info[i].point=point;
primitive_info[i].coordinates=0;
primitive_info[i].method=FloodfillMethod;
primitive_info[i].closed_subpath=MagickFalse;
i++;
mvg_info.offset=i;
if (i < (ssize_t) number_points)
continue;
status&=CheckPrimitiveExtent(&mvg_info,number_points);
}
if (status == MagickFalse)
break;
primitive_info[j].primitive=primitive_type;
primitive_info[j].coordinates=(size_t) x;
primitive_info[j].method=FloodfillMethod;
primitive_info[j].closed_subpath=MagickFalse;
/*
Circumscribe primitive within a circle.
*/
bounds.x1=primitive_info[j].point.x;
bounds.y1=primitive_info[j].point.y;
bounds.x2=primitive_info[j].point.x;
bounds.y2=primitive_info[j].point.y;
for (k=1; k < (ssize_t) primitive_info[j].coordinates; k++)
{
point=primitive_info[j+k].point;
if (point.x < bounds.x1)
bounds.x1=point.x;
if (point.y < bounds.y1)
bounds.y1=point.y;
if (point.x > bounds.x2)
bounds.x2=point.x;
if (point.y > bounds.y2)
bounds.y2=point.y;
}
/*
Speculate how many points our primitive might consume.
*/
coordinates=(double) primitive_info[j].coordinates;
switch (primitive_type)
{
case RectanglePrimitive:
{
coordinates*=5.0;
break;
}
case RoundRectanglePrimitive:
{
double
alpha,
beta,
radius;
alpha=bounds.x2-bounds.x1;
beta=bounds.y2-bounds.y1;
radius=hypot((double) alpha,(double) beta);
coordinates*=5.0;
coordinates+=2.0*((size_t) ceil((double) MagickPI*radius))+6.0*
BezierQuantum+360.0;
break;
}
case BezierPrimitive:
{
coordinates=(double) (BezierQuantum*primitive_info[j].coordinates);
if (primitive_info[j].coordinates > (107*BezierQuantum))
{
(void) ThrowMagickException(&image->exception,GetMagickModule(),
DrawError,"TooManyBezierCoordinates","`%s'",token);
status=MagickFalse;
break;
}
break;
}
case PathPrimitive:
{
char
*s,
*t;
(void) GetNextToken(q,&q,extent,token);
coordinates=1.0;
t=token;
for (s=token; *s != '\0'; s=t)
{
double
value;
value=StringToDouble(s,&t);
(void) value;
if (s == t)
{
t++;
continue;
}
coordinates++;
}
for (s=token; *s != '\0'; s++)
if (strspn(s,"AaCcQqSsTt") != 0)
coordinates+=(20.0*BezierQuantum)+360.0;
break;
}
case CirclePrimitive:
case ArcPrimitive:
case EllipsePrimitive:
{
double
alpha,
beta,
radius;
alpha=bounds.x2-bounds.x1;
beta=bounds.y2-bounds.y1;
radius=hypot(alpha,beta);
coordinates=2.0*(ceil(MagickPI*radius))+6.0*BezierQuantum+360.0;
break;
}
default:
break;
}
if (coordinates > MaxBezierCoordinates)
{
(void) ThrowMagickException(&image->exception,GetMagickModule(),
DrawError,"TooManyBezierCoordinates","`%s'",token);
status=MagickFalse;
}
if (status == MagickFalse)
break;
if (((size_t) (i+coordinates)) >= number_points)
{
/*
Resize based on speculative points required by primitive.
*/
number_points+=coordinates+1;
if (number_points < (size_t) coordinates)
{
(void) ThrowMagickException(&image->exception,GetMagickModule(),
ResourceLimitError,"MemoryAllocationFailed","`%s'",
image->filename);
break;
}
mvg_info.offset=i;
status&=CheckPrimitiveExtent(&mvg_info,number_points);
}
status&=CheckPrimitiveExtent(&mvg_info,PrimitiveExtentPad);
if (status == MagickFalse)
break;
mvg_info.offset=j;
switch (primitive_type)
{
case PointPrimitive:
default:
{
if (primitive_info[j].coordinates != 1)
{
status=MagickFalse;
break;
}
status&=TracePoint(primitive_info+j,primitive_info[j].point);
i=(ssize_t) (j+primitive_info[j].coordinates);
break;
}
case LinePrimitive:
{
if (primitive_info[j].coordinates != 2)
{
status=MagickFalse;
break;
}
status&=TraceLine(primitive_info+j,primitive_info[j].point,
primitive_info[j+1].point);
i=(ssize_t) (j+primitive_info[j].coordinates);
break;
}
case RectanglePrimitive:
{
if (primitive_info[j].coordinates != 2)
{
status=MagickFalse;
break;
}
status&=TraceRectangle(primitive_info+j,primitive_info[j].point,
primitive_info[j+1].point);
i=(ssize_t) (j+primitive_info[j].coordinates);
break;
}
case RoundRectanglePrimitive:
{
if (primitive_info[j].coordinates != 3)
{
status=MagickFalse;
break;
}
if ((primitive_info[j+2].point.x < 0.0) ||
(primitive_info[j+2].point.y < 0.0))
{
status=MagickFalse;
break;
}
if ((primitive_info[j+1].point.x-primitive_info[j].point.x) < 0.0)
{
status=MagickFalse;
break;
}
if ((primitive_info[j+1].point.y-primitive_info[j].point.y) < 0.0)
{
status=MagickFalse;
break;
}
status&=TraceRoundRectangle(&mvg_info,primitive_info[j].point,
primitive_info[j+1].point,primitive_info[j+2].point);
i=(ssize_t) (j+primitive_info[j].coordinates);
break;
}
case ArcPrimitive:
{
if (primitive_info[j].coordinates != 3)
{
primitive_type=UndefinedPrimitive;
break;
}
status&=TraceArc(&mvg_info,primitive_info[j].point,
primitive_info[j+1].point,primitive_info[j+2].point);
i=(ssize_t) (j+primitive_info[j].coordinates);
break;
}
case EllipsePrimitive:
{
if (primitive_info[j].coordinates != 3)
{
status=MagickFalse;
break;
}
if ((primitive_info[j+1].point.x < 0.0) ||
(primitive_info[j+1].point.y < 0.0))
{
status=MagickFalse;
break;
}
status&=TraceEllipse(&mvg_info,primitive_info[j].point,
primitive_info[j+1].point,primitive_info[j+2].point);
i=(ssize_t) (j+primitive_info[j].coordinates);
break;
}
case CirclePrimitive:
{
if (primitive_info[j].coordinates != 2)
{
status=MagickFalse;
break;
}
status&=TraceCircle(&mvg_info,primitive_info[j].point,
primitive_info[j+1].point);
i=(ssize_t) (j+primitive_info[j].coordinates);
break;
}
case PolylinePrimitive:
{
if (primitive_info[j].coordinates < 1)
{
status=MagickFalse;
break;
}
break;
}
case PolygonPrimitive:
{
if (primitive_info[j].coordinates < 3)
{
status=MagickFalse;
break;
}
primitive_info[i]=primitive_info[j];
primitive_info[i].coordinates=0;
primitive_info[j].coordinates++;
primitive_info[j].closed_subpath=MagickTrue;
i++;
break;
}
case BezierPrimitive:
{
if (primitive_info[j].coordinates < 3)
{
status=MagickFalse;
break;
}
status&=TraceBezier(&mvg_info,primitive_info[j].coordinates);
i=(ssize_t) (j+primitive_info[j].coordinates);
break;
}
case PathPrimitive:
{
coordinates=(double) TracePath(image,&mvg_info,token);
if (coordinates == 0)
{
status=MagickFalse;
break;
}
i=(ssize_t) (j+coordinates);
break;
}
case ColorPrimitive:
case MattePrimitive:
{
ssize_t
method;
if (primitive_info[j].coordinates != 1)
{
status=MagickFalse;
break;
}
(void) GetNextToken(q,&q,extent,token);
method=ParseCommandOption(MagickMethodOptions,MagickFalse,token);
if (method == -1)
{
status=MagickFalse;
break;
}
primitive_info[j].method=(PaintMethod) method;
break;
}
case TextPrimitive:
{
char
geometry[MagickPathExtent];
if (primitive_info[j].coordinates != 1)
{
status=MagickFalse;
break;
}
if (*token != ',')
(void) GetNextToken(q,&q,extent,token);
(void) CloneString(&primitive_info[j].text,token);
/*
Compute text cursor offset.
*/
clone_info=CloneDrawInfo((ImageInfo *) NULL,graphic_context[n]);
if ((fabs(mvg_info.point.x-primitive_info->point.x) < MagickEpsilon) &&
(fabs(mvg_info.point.y-primitive_info->point.y) < MagickEpsilon))
{
mvg_info.point=primitive_info->point;
primitive_info->point.x+=cursor;
}
else
{
mvg_info.point=primitive_info->point;
cursor=0.0;
}
(void) FormatLocaleString(geometry,MagickPathExtent,"%+f%+f",
primitive_info->point.x,primitive_info->point.y);
clone_info->render=MagickFalse;
clone_info->text=AcquireString(token);
status&=GetTypeMetrics(image,clone_info,&metrics);
clone_info=DestroyDrawInfo(clone_info);
cursor+=metrics.width;
if (graphic_context[n]->compliance != SVGCompliance)
cursor=0.0;
break;
}
case ImagePrimitive:
{
if (primitive_info[j].coordinates != 2)
{
status=MagickFalse;
break;
}
(void) GetNextToken(q,&q,extent,token);
(void) CloneString(&primitive_info[j].text,token);
break;
}
}
mvg_info.offset=i;
if (primitive_info == (PrimitiveInfo *) NULL)
break;
if ((image->debug != MagickFalse) && (q > p))
(void) LogMagickEvent(DrawEvent,GetMagickModule()," %.*s",(int) (q-p-1),
p);
if (status == MagickFalse)
break;
primitive_info[i].primitive=UndefinedPrimitive;
if (i == 0)
continue;
/*
Transform points.
*/
for (i=0; primitive_info[i].primitive != UndefinedPrimitive; i++)
{
point=primitive_info[i].point;
primitive_info[i].point.x=graphic_context[n]->affine.sx*point.x+
graphic_context[n]->affine.ry*point.y+graphic_context[n]->affine.tx;
primitive_info[i].point.y=graphic_context[n]->affine.rx*point.x+
graphic_context[n]->affine.sy*point.y+graphic_context[n]->affine.ty;
point=primitive_info[i].point;
if (point.x < graphic_context[n]->bounds.x1)
graphic_context[n]->bounds.x1=point.x;
if (point.y < graphic_context[n]->bounds.y1)
graphic_context[n]->bounds.y1=point.y;
if (point.x > graphic_context[n]->bounds.x2)
graphic_context[n]->bounds.x2=point.x;
if (point.y > graphic_context[n]->bounds.y2)
graphic_context[n]->bounds.y2=point.y;
if (primitive_info[i].primitive == ImagePrimitive)
break;
if (i >= (ssize_t) number_points)
ThrowFatalException(ResourceLimitFatalError,"MemoryAllocationFailed");
}
if (graphic_context[n]->render != MagickFalse)
{
if ((n != 0) && (graphic_context[n]->compliance != SVGCompliance) &&
(graphic_context[n]->clip_mask != (char *) NULL) &&
(LocaleCompare(graphic_context[n]->clip_mask,
graphic_context[n-1]->clip_mask) != 0))
{
const char
*clip_path;
clip_path=(const char *) GetValueFromSplayTree(macros,
graphic_context[n]->clip_mask);
if (clip_path != (const char *) NULL)
(void) SetImageArtifact(image,graphic_context[n]->clip_mask,
clip_path);
status&=DrawClipPath(image,graphic_context[n],
graphic_context[n]->clip_mask);
}
status&=DrawPrimitive(image,graphic_context[n],primitive_info);
}
proceed=SetImageProgress(image,RenderImageTag,q-primitive,(MagickSizeType)
primitive_extent);
if (proceed == MagickFalse)
break;
if (status == 0)
break;
}
if (image->debug != MagickFalse)
(void) LogMagickEvent(DrawEvent,GetMagickModule(),"end draw-image");
/*
Relinquish resources.
*/
macros=DestroySplayTree(macros);
token=DestroyString(token);
if (primitive_info != (PrimitiveInfo *) NULL)
{
for (i=0; primitive_info[i].primitive != UndefinedPrimitive; i++)
if ((primitive_info[i].primitive == TextPrimitive) ||
(primitive_info[i].primitive == ImagePrimitive))
if (primitive_info[i].text != (char *) NULL)
primitive_info[i].text=DestroyString(primitive_info[i].text);
primitive_info=(PrimitiveInfo *) RelinquishMagickMemory(primitive_info);
}
primitive=DestroyString(primitive);
for ( ; n >= 0; n--)
graphic_context[n]=DestroyDrawInfo(graphic_context[n]);
graphic_context=(DrawInfo **) RelinquishMagickMemory(graphic_context);
if (status == MagickFalse)
ThrowBinaryImageException(DrawError,
"NonconformingDrawingPrimitiveDefinition",keyword);
return(status != 0 ? MagickTrue : MagickFalse);
}
MagickExport MagickBooleanType DrawImage(Image *image,const DrawInfo *draw_info)
{
return(RenderMVGContent(image,draw_info,0));
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
% D r a w P a t t e r n P a t h %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% DrawPatternPath() draws a pattern.
%
% The format of the DrawPatternPath method is:
%
% MagickBooleanType DrawPatternPath(Image *image,const DrawInfo *draw_info,
% const char *name,Image **pattern)
%
% A description of each parameter follows:
%
% o image: the image.
%
% o draw_info: the draw info.
%
% o name: the pattern name.
%
% o image: the image.
%
*/
MagickExport MagickBooleanType DrawPatternPath(Image *image,
const DrawInfo *draw_info,const char *name,Image **pattern)
{
char
property[MaxTextExtent];
const char
*geometry,
*path,
*type;
DrawInfo
*clone_info;
ImageInfo
*image_info;
MagickBooleanType
status;
assert(image != (Image *) NULL);
assert(image->signature == MagickCoreSignature);
if (image->debug != MagickFalse)
(void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename);
assert(draw_info != (const DrawInfo *) NULL);
assert(name != (const char *) NULL);
(void) FormatLocaleString(property,MaxTextExtent,"%s",name);
path=GetImageArtifact(image,property);
if (path == (const char *) NULL)
return(MagickFalse);
(void) FormatLocaleString(property,MaxTextExtent,"%s-geometry",name);
geometry=GetImageArtifact(image,property);
if (geometry == (const char *) NULL)
return(MagickFalse);
if ((*pattern) != (Image *) NULL)
*pattern=DestroyImage(*pattern);
image_info=AcquireImageInfo();
image_info->size=AcquireString(geometry);
*pattern=AcquireImage(image_info);
image_info=DestroyImageInfo(image_info);
(void) QueryColorDatabase("#00000000",&(*pattern)->background_color,
&image->exception);
(void) SetImageBackgroundColor(*pattern);
if (image->debug != MagickFalse)
(void) LogMagickEvent(DrawEvent,GetMagickModule(),
"begin pattern-path %s %s",name,geometry);
clone_info=CloneDrawInfo((ImageInfo *) NULL,draw_info);
clone_info->fill_pattern=NewImageList();
clone_info->stroke_pattern=NewImageList();
(void) FormatLocaleString(property,MaxTextExtent,"%s-type",name);
type=GetImageArtifact(image,property);
if (type != (const char *) NULL)
clone_info->gradient.type=(GradientType) ParseCommandOption(
MagickGradientOptions,MagickFalse,type);
(void) CloneString(&clone_info->primitive,path);
status=RenderMVGContent(*pattern,clone_info,0);
clone_info=DestroyDrawInfo(clone_info);
if (image->debug != MagickFalse)
(void) LogMagickEvent(DrawEvent,GetMagickModule(),"end pattern-path");
return(status);
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
+ D r a w P o l y g o n P r i m i t i v e %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% DrawPolygonPrimitive() draws a polygon on the image.
%
% The format of the DrawPolygonPrimitive method is:
%
% MagickBooleanType DrawPolygonPrimitive(Image *image,
% const DrawInfo *draw_info,const PrimitiveInfo *primitive_info)
%
% A description of each parameter follows:
%
% o image: the image.
%
% o draw_info: the draw info.
%
% o primitive_info: Specifies a pointer to a PrimitiveInfo structure.
%
*/
static PolygonInfo **DestroyPolygonThreadSet(PolygonInfo **polygon_info)
{
register ssize_t
i;
assert(polygon_info != (PolygonInfo **) NULL);
for (i=0; i < (ssize_t) GetMagickResourceLimit(ThreadResource); i++)
if (polygon_info[i] != (PolygonInfo *) NULL)
polygon_info[i]=DestroyPolygonInfo(polygon_info[i]);
polygon_info=(PolygonInfo **) RelinquishMagickMemory(polygon_info);
return(polygon_info);
}
static PolygonInfo **AcquirePolygonThreadSet(const DrawInfo *draw_info,
const PrimitiveInfo *primitive_info)
{
PathInfo
*magick_restrict path_info;
PolygonInfo
**polygon_info;
register ssize_t
i;
size_t
number_threads;
number_threads=(size_t) GetMagickResourceLimit(ThreadResource);
polygon_info=(PolygonInfo **) AcquireQuantumMemory(number_threads,
sizeof(*polygon_info));
if (polygon_info == (PolygonInfo **) NULL)
return((PolygonInfo **) NULL);
(void) memset(polygon_info,0,number_threads*sizeof(*polygon_info));
path_info=ConvertPrimitiveToPath(draw_info,primitive_info);
if (path_info == (PathInfo *) NULL)
return(DestroyPolygonThreadSet(polygon_info));
for (i=0; i < (ssize_t) number_threads; i++)
{
polygon_info[i]=ConvertPathToPolygon(path_info);
if (polygon_info[i] == (PolygonInfo *) NULL)
return(DestroyPolygonThreadSet(polygon_info));
}
path_info=(PathInfo *) RelinquishMagickMemory(path_info);
return(polygon_info);
}
static double GetOpacityPixel(PolygonInfo *polygon_info,const double mid,
const MagickBooleanType fill,const FillRule fill_rule,const ssize_t x,
const ssize_t y,double *stroke_opacity)
{
double
alpha,
beta,
distance,
subpath_opacity;
PointInfo
delta;
register EdgeInfo
*p;
register const PointInfo
*q;
register ssize_t
i;
ssize_t
j,
winding_number;
/*
Compute fill & stroke opacity for this (x,y) point.
*/
*stroke_opacity=0.0;
subpath_opacity=0.0;
p=polygon_info->edges;
for (j=0; j < (ssize_t) polygon_info->number_edges; j++, p++)
{
if ((double) y <= (p->bounds.y1-mid-0.5))
break;
if ((double) y > (p->bounds.y2+mid+0.5))
{
(void) DestroyEdge(polygon_info,(size_t) j);
continue;
}
if (((double) x <= (p->bounds.x1-mid-0.5)) ||
((double) x > (p->bounds.x2+mid+0.5)))
continue;
i=(ssize_t) MagickMax((double) p->highwater,1.0);
for ( ; i < (ssize_t) p->number_points; i++)
{
if ((double) y <= (p->points[i-1].y-mid-0.5))
break;
if ((double) y > (p->points[i].y+mid+0.5))
continue;
if (p->scanline != (double) y)
{
p->scanline=(double) y;
p->highwater=(size_t) i;
}
/*
Compute distance between a point and an edge.
*/
q=p->points+i-1;
delta.x=(q+1)->x-q->x;
delta.y=(q+1)->y-q->y;
beta=delta.x*(x-q->x)+delta.y*(y-q->y);
if (beta <= 0.0)
{
delta.x=(double) x-q->x;
delta.y=(double) y-q->y;
distance=delta.x*delta.x+delta.y*delta.y;
}
else
{
alpha=delta.x*delta.x+delta.y*delta.y;
if (beta >= alpha)
{
delta.x=(double) x-(q+1)->x;
delta.y=(double) y-(q+1)->y;
distance=delta.x*delta.x+delta.y*delta.y;
}
else
{
alpha=PerceptibleReciprocal(alpha);
beta=delta.x*(y-q->y)-delta.y*(x-q->x);
distance=alpha*beta*beta;
}
}
/*
Compute stroke & subpath opacity.
*/
beta=0.0;
if (p->ghostline == MagickFalse)
{
alpha=mid+0.5;
if ((*stroke_opacity < 1.0) &&
(distance <= ((alpha+0.25)*(alpha+0.25))))
{
alpha=mid-0.5;
if (distance <= ((alpha+0.25)*(alpha+0.25)))
*stroke_opacity=1.0;
else
{
beta=1.0;
if (fabs(distance-1.0) >= MagickEpsilon)
beta=sqrt((double) distance);
alpha=beta-mid-0.5;
if (*stroke_opacity < ((alpha-0.25)*(alpha-0.25)))
*stroke_opacity=(alpha-0.25)*(alpha-0.25);
}
}
}
if ((fill == MagickFalse) || (distance > 1.0) || (subpath_opacity >= 1.0))
continue;
if (distance <= 0.0)
{
subpath_opacity=1.0;
continue;
}
if (distance > 1.0)
continue;
if (fabs(beta) < MagickEpsilon)
{
beta=1.0;
if (fabs(distance-1.0) >= MagickEpsilon)
beta=sqrt(distance);
}
alpha=beta-1.0;
if (subpath_opacity < (alpha*alpha))
subpath_opacity=alpha*alpha;
}
}
/*
Compute fill opacity.
*/
if (fill == MagickFalse)
return(0.0);
if (subpath_opacity >= 1.0)
return(1.0);
/*
Determine winding number.
*/
winding_number=0;
p=polygon_info->edges;
for (j=0; j < (ssize_t) polygon_info->number_edges; j++, p++)
{
if ((double) y <= p->bounds.y1)
break;
if (((double) y > p->bounds.y2) || ((double) x <= p->bounds.x1))
continue;
if ((double) x > p->bounds.x2)
{
winding_number+=p->direction ? 1 : -1;
continue;
}
i=(ssize_t) MagickMax((double) p->highwater,1.0);
for ( ; i < (ssize_t) (p->number_points-1); i++)
if ((double) y <= p->points[i].y)
break;
q=p->points+i-1;
if ((((q+1)->x-q->x)*(y-q->y)) <= (((q+1)->y-q->y)*(x-q->x)))
winding_number+=p->direction ? 1 : -1;
}
if (fill_rule != NonZeroRule)
{
if ((MagickAbsoluteValue(winding_number) & 0x01) != 0)
return(1.0);
}
else
if (MagickAbsoluteValue(winding_number) != 0)
return(1.0);
return(subpath_opacity);
}
static MagickBooleanType DrawPolygonPrimitive(Image *image,
const DrawInfo *draw_info,const PrimitiveInfo *primitive_info)
{
CacheView
*image_view;
double
mid;
ExceptionInfo
*exception;
MagickBooleanType
fill,
status;
PolygonInfo
**magick_restrict polygon_info;
register EdgeInfo
*p;
register ssize_t
i;
SegmentInfo
bounds;
ssize_t
start_y,
stop_y,
y;
assert(image != (Image *) NULL);
assert(image->signature == MagickCoreSignature);
if (image->debug != MagickFalse)
(void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename);
assert(draw_info != (DrawInfo *) NULL);
assert(draw_info->signature == MagickCoreSignature);
assert(primitive_info != (PrimitiveInfo *) NULL);
if (primitive_info->coordinates <= 1)
return(MagickTrue);
/*
Compute bounding box.
*/
polygon_info=AcquirePolygonThreadSet(draw_info,primitive_info);
if (polygon_info == (PolygonInfo **) NULL)
return(MagickFalse);
DisableMSCWarning(4127)
if (0)
{
status=DrawBoundingRectangles(image,draw_info,polygon_info[0]);
if (status == MagickFalse)
{
polygon_info=DestroyPolygonThreadSet(polygon_info);
return(status);
}
}
RestoreMSCWarning
if (image->debug != MagickFalse)
(void) LogMagickEvent(DrawEvent,GetMagickModule()," begin draw-polygon");
fill=(primitive_info->method == FillToBorderMethod) ||
(primitive_info->method == FloodfillMethod) ? MagickTrue : MagickFalse;
mid=ExpandAffine(&draw_info->affine)*SaneStrokeWidth(image,draw_info)/2.0;
bounds=polygon_info[0]->edges[0].bounds;
for (i=1; i < (ssize_t) polygon_info[0]->number_edges; i++)
{
p=polygon_info[0]->edges+i;
if (p->bounds.x1 < bounds.x1)
bounds.x1=p->bounds.x1;
if (p->bounds.y1 < bounds.y1)
bounds.y1=p->bounds.y1;
if (p->bounds.x2 > bounds.x2)
bounds.x2=p->bounds.x2;
if (p->bounds.y2 > bounds.y2)
bounds.y2=p->bounds.y2;
}
bounds.x1-=(mid+1.0);
bounds.y1-=(mid+1.0);
bounds.x2+=(mid+1.0);
bounds.y2+=(mid+1.0);
if ((bounds.x1 >= (double) image->columns) ||
(bounds.y1 >= (double) image->rows) ||
(bounds.x2 <= 0.0) || (bounds.y2 <= 0.0))
{
polygon_info=DestroyPolygonThreadSet(polygon_info);
return(MagickTrue); /* virtual polygon */
}
bounds.x1=bounds.x1 < 0.0 ? 0.0 : bounds.x1 >= (double) image->columns-1.0 ?
(double) image->columns-1.0 : bounds.x1;
bounds.y1=bounds.y1 < 0.0 ? 0.0 : bounds.y1 >= (double) image->rows-1.0 ?
(double) image->rows-1.0 : bounds.y1;
bounds.x2=bounds.x2 < 0.0 ? 0.0 : bounds.x2 >= (double) image->columns-1.0 ?
(double) image->columns-1.0 : bounds.x2;
bounds.y2=bounds.y2 < 0.0 ? 0.0 : bounds.y2 >= (double) image->rows-1.0 ?
(double) image->rows-1.0 : bounds.y2;
status=MagickTrue;
exception=(&image->exception);
image_view=AcquireAuthenticCacheView(image,exception);
if ((primitive_info->coordinates == 1) ||
(polygon_info[0]->number_edges == 0))
{
/*
Draw point.
*/
start_y=(ssize_t) ceil(bounds.y1-0.5);
stop_y=(ssize_t) floor(bounds.y2+0.5);
#if defined(MAGICKCORE_OPENMP_SUPPORT)
#pragma omp parallel for schedule(static) shared(status) \
magick_number_threads(image,image,stop_y-start_y+1,1)
#endif
for (y=start_y; y <= stop_y; y++)
{
MagickBooleanType
sync;
register PixelPacket
*magick_restrict q;
register ssize_t
x;
ssize_t
start_x,
stop_x;
if (status == MagickFalse)
continue;
start_x=(ssize_t) ceil(bounds.x1-0.5);
stop_x=(ssize_t) floor(bounds.x2+0.5);
x=start_x;
q=GetCacheViewAuthenticPixels(image_view,x,y,(size_t) (stop_x-x+1),1,
exception);
if (q == (PixelPacket *) NULL)
{
status=MagickFalse;
continue;
}
for ( ; x <= stop_x; x++)
{
if ((x == (ssize_t) ceil(primitive_info->point.x-0.5)) &&
(y == (ssize_t) ceil(primitive_info->point.y-0.5)))
(void) GetFillColor(draw_info,x-start_x,y-start_y,q);
q++;
}
sync=SyncCacheViewAuthenticPixels(image_view,exception);
if (sync == MagickFalse)
status=MagickFalse;
}
image_view=DestroyCacheView(image_view);
polygon_info=DestroyPolygonThreadSet(polygon_info);
if (image->debug != MagickFalse)
(void) LogMagickEvent(DrawEvent,GetMagickModule(),
" end draw-polygon");
return(status);
}
/*
Draw polygon or line.
*/
start_y=(ssize_t) ceil(bounds.y1-0.5);
stop_y=(ssize_t) floor(bounds.y2+0.5);
#if defined(MAGICKCORE_OPENMP_SUPPORT)
#pragma omp parallel for schedule(static) shared(status) \
magick_number_threads(image,image,stop_y-start_y+1,1)
#endif
for (y=start_y; y <= stop_y; y++)
{
const int
id = GetOpenMPThreadId();
double
fill_opacity,
stroke_opacity;
PixelPacket
fill_color,
stroke_color;
register PixelPacket
*magick_restrict q;
register ssize_t
x;
ssize_t
start_x,
stop_x;
if (status == MagickFalse)
continue;
start_x=(ssize_t) ceil(bounds.x1-0.5);
stop_x=(ssize_t) floor(bounds.x2+0.5);
q=GetCacheViewAuthenticPixels(image_view,start_x,y,(size_t) (stop_x-start_x+
1),1,exception);
if (q == (PixelPacket *) NULL)
{
status=MagickFalse;
continue;
}
for (x=start_x; x <= stop_x; x++)
{
/*
Fill and/or stroke.
*/
fill_opacity=GetOpacityPixel(polygon_info[id],mid,fill,
draw_info->fill_rule,x,y,&stroke_opacity);
if (draw_info->stroke_antialias == MagickFalse)
{
fill_opacity=fill_opacity > 0.25 ? 1.0 : 0.0;
stroke_opacity=stroke_opacity > 0.25 ? 1.0 : 0.0;
}
(void) GetFillColor(draw_info,x-start_x,y-start_y,&fill_color);
fill_opacity=(double) (QuantumRange-fill_opacity*(QuantumRange-
fill_color.opacity));
MagickCompositeOver(&fill_color,(MagickRealType) fill_opacity,q,
(MagickRealType) q->opacity,q);
(void) GetStrokeColor(draw_info,x-start_x,y-start_y,&stroke_color);
stroke_opacity=(double) (QuantumRange-stroke_opacity*(QuantumRange-
stroke_color.opacity));
MagickCompositeOver(&stroke_color,(MagickRealType) stroke_opacity,q,
(MagickRealType) q->opacity,q);
q++;
}
if (SyncCacheViewAuthenticPixels(image_view,exception) == MagickFalse)
status=MagickFalse;
}
image_view=DestroyCacheView(image_view);
polygon_info=DestroyPolygonThreadSet(polygon_info);
if (image->debug != MagickFalse)
(void) LogMagickEvent(DrawEvent,GetMagickModule()," end draw-polygon");
return(status);
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
% D r a w P r i m i t i v e %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% DrawPrimitive() draws a primitive (line, rectangle, ellipse) on the image.
%
% The format of the DrawPrimitive method is:
%
% MagickBooleanType DrawPrimitive(Image *image,const DrawInfo *draw_info,
% PrimitiveInfo *primitive_info)
%
% A description of each parameter follows:
%
% o image: the image.
%
% o draw_info: the draw info.
%
% o primitive_info: Specifies a pointer to a PrimitiveInfo structure.
%
*/
static inline double ConstrainCoordinate(double x)
{
if (x < (double) -(SSIZE_MAX-512))
return((double) -(SSIZE_MAX-512));
if (x > (double) (SSIZE_MAX-512))
return((double) (SSIZE_MAX-512));
return(x);
}
static void LogPrimitiveInfo(const PrimitiveInfo *primitive_info)
{
const char
*methods[] =
{
"point",
"replace",
"floodfill",
"filltoborder",
"reset",
"?"
};
PointInfo
p,
q,
point;
register ssize_t
i,
x;
ssize_t
coordinates,
y;
x=(ssize_t) ceil(primitive_info->point.x-0.5);
y=(ssize_t) ceil(primitive_info->point.y-0.5);
switch (primitive_info->primitive)
{
case PointPrimitive:
{
(void) LogMagickEvent(DrawEvent,GetMagickModule(),
"PointPrimitive %.20g,%.20g %s",(double) x,(double) y,
methods[primitive_info->method]);
return;
}
case ColorPrimitive:
{
(void) LogMagickEvent(DrawEvent,GetMagickModule(),
"ColorPrimitive %.20g,%.20g %s",(double) x,(double) y,
methods[primitive_info->method]);
return;
}
case MattePrimitive:
{
(void) LogMagickEvent(DrawEvent,GetMagickModule(),
"MattePrimitive %.20g,%.20g %s",(double) x,(double) y,
methods[primitive_info->method]);
return;
}
case TextPrimitive:
{
(void) LogMagickEvent(DrawEvent,GetMagickModule(),
"TextPrimitive %.20g,%.20g",(double) x,(double) y);
return;
}
case ImagePrimitive:
{
(void) LogMagickEvent(DrawEvent,GetMagickModule(),
"ImagePrimitive %.20g,%.20g",(double) x,(double) y);
return;
}
default:
break;
}
coordinates=0;
p=primitive_info[0].point;
q.x=(-1.0);
q.y=(-1.0);
for (i=0; primitive_info[i].primitive != UndefinedPrimitive; i++)
{
point=primitive_info[i].point;
if (coordinates <= 0)
{
coordinates=(ssize_t) primitive_info[i].coordinates;
(void) LogMagickEvent(DrawEvent,GetMagickModule(),
" begin open (%.20g)",(double) coordinates);
p=point;
}
point=primitive_info[i].point;
if ((fabs(q.x-point.x) >= MagickEpsilon) ||
(fabs(q.y-point.y) >= MagickEpsilon))
(void) LogMagickEvent(DrawEvent,GetMagickModule(),
" %.20g: %.18g,%.18g",(double) coordinates,point.x,point.y);
else
(void) LogMagickEvent(DrawEvent,GetMagickModule(),
" %.20g: %g %g (duplicate)",(double) coordinates,point.x,point.y);
q=point;
coordinates--;
if (coordinates > 0)
continue;
if ((fabs(p.x-point.x) >= MagickEpsilon) ||
(fabs(p.y-point.y) >= MagickEpsilon))
(void) LogMagickEvent(DrawEvent,GetMagickModule()," end last (%.20g)",
(double) coordinates);
else
(void) LogMagickEvent(DrawEvent,GetMagickModule()," end open (%.20g)",
(double) coordinates);
}
}
MagickExport MagickBooleanType DrawPrimitive(Image *image,
const DrawInfo *draw_info,const PrimitiveInfo *primitive_info)
{
CacheView
*image_view;
ExceptionInfo
*exception;
MagickStatusType
status;
register ssize_t
i,
x;
ssize_t
y;
if (image->debug != MagickFalse)
{
(void) LogMagickEvent(DrawEvent,GetMagickModule(),
" begin draw-primitive");
(void) LogMagickEvent(DrawEvent,GetMagickModule(),
" affine: %g,%g,%g,%g,%g,%g",draw_info->affine.sx,
draw_info->affine.rx,draw_info->affine.ry,draw_info->affine.sy,
draw_info->affine.tx,draw_info->affine.ty);
}
exception=(&image->exception);
status=MagickTrue;
if ((IsGrayColorspace(image->colorspace) != MagickFalse) &&
((IsPixelGray(&draw_info->fill) == MagickFalse) ||
(IsPixelGray(&draw_info->stroke) == MagickFalse)))
status=SetImageColorspace(image,sRGBColorspace);
if (draw_info->compliance == SVGCompliance)
{
status&=SetImageClipMask(image,draw_info->clipping_mask);
status&=SetImageMask(image,draw_info->composite_mask);
}
x=(ssize_t) ceil(ConstrainCoordinate(primitive_info->point.x-0.5));
y=(ssize_t) ceil(ConstrainCoordinate(primitive_info->point.y-0.5));
image_view=AcquireAuthenticCacheView(image,exception);
switch (primitive_info->primitive)
{
case ColorPrimitive:
{
switch (primitive_info->method)
{
case PointMethod:
default:
{
PixelPacket
*q;
q=GetCacheViewAuthenticPixels(image_view,x,y,1,1,exception);
if (q == (PixelPacket *) NULL)
break;
(void) GetFillColor(draw_info,x,y,q);
status&=SyncCacheViewAuthenticPixels(image_view,exception);
break;
}
case ReplaceMethod:
{
MagickBooleanType
sync;
PixelPacket
target;
status&=GetOneCacheViewVirtualPixel(image_view,x,y,&target,exception);
for (y=0; y < (ssize_t) image->rows; y++)
{
register PixelPacket
*magick_restrict q;
q=GetCacheViewAuthenticPixels(image_view,0,y,image->columns,1,
exception);
if (q == (PixelPacket *) NULL)
break;
for (x=0; x < (ssize_t) image->columns; x++)
{
if (IsColorSimilar(image,q,&target) == MagickFalse)
{
q++;
continue;
}
(void) GetFillColor(draw_info,x,y,q);
q++;
}
sync=SyncCacheViewAuthenticPixels(image_view,exception);
if (sync == MagickFalse)
break;
}
break;
}
case FloodfillMethod:
case FillToBorderMethod:
{
MagickPixelPacket
target;
(void) GetOneVirtualMagickPixel(image,x,y,&target,exception);
if (primitive_info->method == FillToBorderMethod)
{
target.red=(MagickRealType) draw_info->border_color.red;
target.green=(MagickRealType) draw_info->border_color.green;
target.blue=(MagickRealType) draw_info->border_color.blue;
}
status&=FloodfillPaintImage(image,DefaultChannels,draw_info,&target,x,
y,primitive_info->method == FloodfillMethod ? MagickFalse :
MagickTrue);
break;
}
case ResetMethod:
{
MagickBooleanType
sync;
for (y=0; y < (ssize_t) image->rows; y++)
{
register PixelPacket
*magick_restrict q;
register ssize_t
x;
q=GetCacheViewAuthenticPixels(image_view,0,y,image->columns,1,
exception);
if (q == (PixelPacket *) NULL)
break;
for (x=0; x < (ssize_t) image->columns; x++)
{
(void) GetFillColor(draw_info,x,y,q);
q++;
}
sync=SyncCacheViewAuthenticPixels(image_view,exception);
if (sync == MagickFalse)
break;
}
break;
}
}
break;
}
case MattePrimitive:
{
if (image->matte == MagickFalse)
(void) SetImageAlphaChannel(image,OpaqueAlphaChannel);
switch (primitive_info->method)
{
case PointMethod:
default:
{
PixelPacket
pixel;
PixelPacket
*q;
q=GetCacheViewAuthenticPixels(image_view,x,y,1,1,exception);
if (q == (PixelPacket *) NULL)
break;
(void) GetFillColor(draw_info,x,y,&pixel);
SetPixelOpacity(q,pixel.opacity);
status&=SyncCacheViewAuthenticPixels(image_view,exception);
break;
}
case ReplaceMethod:
{
MagickBooleanType
sync;
PixelPacket
pixel,
target;
status&=GetOneCacheViewVirtualPixel(image_view,x,y,&target,exception);
for (y=0; y < (ssize_t) image->rows; y++)
{
register PixelPacket
*magick_restrict q;
register ssize_t
x;
q=GetCacheViewAuthenticPixels(image_view,0,y,image->columns,1,
exception);
if (q == (PixelPacket *) NULL)
break;
for (x=0; x < (ssize_t) image->columns; x++)
{
if (IsColorSimilar(image,q,&target) == MagickFalse)
{
q++;
continue;
}
(void) GetFillColor(draw_info,x,y,&pixel);
SetPixelOpacity(q,pixel.opacity);
q++;
}
sync=SyncCacheViewAuthenticPixels(image_view,exception);
if (sync == MagickFalse)
break;
}
break;
}
case FloodfillMethod:
case FillToBorderMethod:
{
MagickPixelPacket
target;
(void) GetOneVirtualMagickPixel(image,x,y,&target,exception);
if (primitive_info->method == FillToBorderMethod)
{
target.red=(MagickRealType) draw_info->border_color.red;
target.green=(MagickRealType) draw_info->border_color.green;
target.blue=(MagickRealType) draw_info->border_color.blue;
}
status&=FloodfillPaintImage(image,OpacityChannel,draw_info,&target,x,
y,primitive_info->method == FloodfillMethod ? MagickFalse :
MagickTrue);
break;
}
case ResetMethod:
{
MagickBooleanType
sync;
PixelPacket
pixel;
for (y=0; y < (ssize_t) image->rows; y++)
{
register PixelPacket
*magick_restrict q;
register ssize_t
x;
q=GetCacheViewAuthenticPixels(image_view,0,y,image->columns,1,
exception);
if (q == (PixelPacket *) NULL)
break;
for (x=0; x < (ssize_t) image->columns; x++)
{
(void) GetFillColor(draw_info,x,y,&pixel);
SetPixelOpacity(q,pixel.opacity);
q++;
}
sync=SyncCacheViewAuthenticPixels(image_view,exception);
if (sync == MagickFalse)
break;
}
break;
}
}
break;
}
case ImagePrimitive:
{
AffineMatrix
affine;
char
composite_geometry[MaxTextExtent];
Image
*composite_image,
*composite_images;
ImageInfo
*clone_info;
RectangleInfo
geometry;
ssize_t
x1,
y1;
if (primitive_info->text == (char *) NULL)
break;
clone_info=AcquireImageInfo();
composite_images=(Image *) NULL;
if (LocaleNCompare(primitive_info->text,"data:",5) == 0)
composite_images=ReadInlineImage(clone_info,primitive_info->text,
&image->exception);
else
if (*primitive_info->text != '\0')
{
(void) CopyMagickString(clone_info->filename,primitive_info->text,
MagickPathExtent);
composite_images=ReadImage(clone_info,exception);
}
clone_info=DestroyImageInfo(clone_info);
if (composite_images == (Image *) NULL)
{
status=0;
break;
}
composite_image=RemoveFirstImageFromList(&composite_images);
composite_images=DestroyImageList(composite_images);
(void) SetImageProgressMonitor(composite_image,(MagickProgressMonitor)
NULL,(void *) NULL);
x1=(ssize_t) ceil(primitive_info[1].point.x-0.5);
y1=(ssize_t) ceil(primitive_info[1].point.y-0.5);
if (((x1 != 0L) && (x1 != (ssize_t) composite_image->columns)) ||
((y1 != 0L) && (y1 != (ssize_t) composite_image->rows)))
{
char
geometry[MaxTextExtent];
/*
Resize image.
*/
(void) FormatLocaleString(geometry,MaxTextExtent,"%gx%g!",
primitive_info[1].point.x,primitive_info[1].point.y);
composite_image->filter=image->filter;
(void) TransformImage(&composite_image,(char *) NULL,geometry);
}
if (composite_image->matte == MagickFalse)
(void) SetImageAlphaChannel(composite_image,OpaqueAlphaChannel);
if (draw_info->opacity != OpaqueOpacity)
(void) SetImageOpacity(composite_image,draw_info->opacity);
SetGeometry(image,&geometry);
image->gravity=draw_info->gravity;
geometry.x=x;
geometry.y=y;
(void) FormatLocaleString(composite_geometry,MaxTextExtent,
"%.20gx%.20g%+.20g%+.20g",(double) composite_image->columns,(double)
composite_image->rows,(double) geometry.x,(double) geometry.y);
(void) ParseGravityGeometry(image,composite_geometry,&geometry,
&image->exception);
affine=draw_info->affine;
affine.tx=(double) geometry.x;
affine.ty=(double) geometry.y;
composite_image->interpolate=image->interpolate;
if ((draw_info->compose == OverCompositeOp) ||
(draw_info->compose == SrcOverCompositeOp))
(void) DrawAffineImage(image,composite_image,&affine);
else
(void) CompositeImage(image,draw_info->compose,composite_image,
geometry.x,geometry.y);
composite_image=DestroyImage(composite_image);
break;
}
case PointPrimitive:
{
PixelPacket
fill_color;
PixelPacket
*q;
if ((y < 0) || (y >= (ssize_t) image->rows))
break;
if ((x < 0) || (x >= (ssize_t) image->columns))
break;
q=GetCacheViewAuthenticPixels(image_view,x,y,1,1,exception);
if (q == (PixelPacket *) NULL)
break;
(void) GetFillColor(draw_info,x,y,&fill_color);
MagickCompositeOver(&fill_color,(MagickRealType) fill_color.opacity,q,
(MagickRealType) q->opacity,q);
status&=SyncCacheViewAuthenticPixels(image_view,exception);
break;
}
case TextPrimitive:
{
char
geometry[MaxTextExtent];
DrawInfo
*clone_info;
if (primitive_info->text == (char *) NULL)
break;
clone_info=CloneDrawInfo((ImageInfo *) NULL,draw_info);
(void) CloneString(&clone_info->text,primitive_info->text);
(void) FormatLocaleString(geometry,MaxTextExtent,"%+f%+f",
primitive_info->point.x,primitive_info->point.y);
(void) CloneString(&clone_info->geometry,geometry);
status&=AnnotateImage(image,clone_info);
clone_info=DestroyDrawInfo(clone_info);
break;
}
default:
{
double
mid,
scale;
DrawInfo
*clone_info;
if (IsEventLogging() != MagickFalse)
LogPrimitiveInfo(primitive_info);
scale=ExpandAffine(&draw_info->affine);
if ((draw_info->dash_pattern != (double *) NULL) &&
(fabs(draw_info->dash_pattern[0]) >= MagickEpsilon) &&
(fabs(scale*draw_info->stroke_width) >= MagickEpsilon) &&
(draw_info->stroke.opacity != (Quantum) TransparentOpacity))
{
/*
Draw dash polygon.
*/
clone_info=CloneDrawInfo((ImageInfo *) NULL,draw_info);
clone_info->stroke_width=0.0;
clone_info->stroke.opacity=(Quantum) TransparentOpacity;
status&=DrawPolygonPrimitive(image,clone_info,primitive_info);
clone_info=DestroyDrawInfo(clone_info);
(void) DrawDashPolygon(draw_info,primitive_info,image);
break;
}
mid=ExpandAffine(&draw_info->affine)*SaneStrokeWidth(image,draw_info)/2.0;
if ((mid > 1.0) &&
((draw_info->stroke.opacity != (Quantum) TransparentOpacity) ||
(draw_info->stroke_pattern != (Image *) NULL)))
{
double
x,
y;
MagickBooleanType
closed_path;
/*
Draw strokes while respecting line cap/join attributes.
*/
closed_path=primitive_info[0].closed_subpath;
i=(ssize_t) primitive_info[0].coordinates;
x=fabs(primitive_info[i-1].point.x-primitive_info[0].point.x);
y=fabs(primitive_info[i-1].point.y-primitive_info[0].point.y);
if ((x < MagickEpsilon) && (y < MagickEpsilon))
closed_path=MagickTrue;
if ((((draw_info->linecap == RoundCap) ||
(closed_path != MagickFalse)) &&
(draw_info->linejoin == RoundJoin)) ||
(primitive_info[i].primitive != UndefinedPrimitive))
{
(void) DrawPolygonPrimitive(image,draw_info,primitive_info);
break;
}
clone_info=CloneDrawInfo((ImageInfo *) NULL,draw_info);
clone_info->stroke_width=0.0;
clone_info->stroke.opacity=(Quantum) TransparentOpacity;
status&=DrawPolygonPrimitive(image,clone_info,primitive_info);
clone_info=DestroyDrawInfo(clone_info);
status&=DrawStrokePolygon(image,draw_info,primitive_info);
break;
}
status&=DrawPolygonPrimitive(image,draw_info,primitive_info);
break;
}
}
image_view=DestroyCacheView(image_view);
if (draw_info->compliance == SVGCompliance)
{
status&=SetImageClipMask(image,(Image *) NULL);
status&=SetImageMask(image,(Image *) NULL);
}
if (image->debug != MagickFalse)
(void) LogMagickEvent(DrawEvent,GetMagickModule()," end draw-primitive");
return(status != 0 ? MagickTrue : MagickFalse);
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
+ D r a w S t r o k e P o l y g o n %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% DrawStrokePolygon() draws a stroked polygon (line, rectangle, ellipse) on
% the image while respecting the line cap and join attributes.
%
% The format of the DrawStrokePolygon method is:
%
% MagickBooleanType DrawStrokePolygon(Image *image,
% const DrawInfo *draw_info,const PrimitiveInfo *primitive_info)
%
% A description of each parameter follows:
%
% o image: the image.
%
% o draw_info: the draw info.
%
% o primitive_info: Specifies a pointer to a PrimitiveInfo structure.
%
%
*/
static MagickBooleanType DrawRoundLinecap(Image *image,
const DrawInfo *draw_info,const PrimitiveInfo *primitive_info)
{
PrimitiveInfo
linecap[5];
register ssize_t
i;
for (i=0; i < 4; i++)
linecap[i]=(*primitive_info);
linecap[0].coordinates=4;
linecap[1].point.x+=2.0*MagickEpsilon;
linecap[2].point.x+=2.0*MagickEpsilon;
linecap[2].point.y+=2.0*MagickEpsilon;
linecap[3].point.y+=2.0*MagickEpsilon;
linecap[4].primitive=UndefinedPrimitive;
return(DrawPolygonPrimitive(image,draw_info,linecap));
}
static MagickBooleanType DrawStrokePolygon(Image *image,
const DrawInfo *draw_info,const PrimitiveInfo *primitive_info)
{
DrawInfo
*clone_info;
MagickBooleanType
closed_path;
MagickStatusType
status;
PrimitiveInfo
*stroke_polygon;
register const PrimitiveInfo
*p,
*q;
/*
Draw stroked polygon.
*/
if (image->debug != MagickFalse)
(void) LogMagickEvent(DrawEvent,GetMagickModule(),
" begin draw-stroke-polygon");
clone_info=CloneDrawInfo((ImageInfo *) NULL,draw_info);
clone_info->fill=draw_info->stroke;
if (clone_info->fill_pattern != (Image *) NULL)
clone_info->fill_pattern=DestroyImage(clone_info->fill_pattern);
if (clone_info->stroke_pattern != (Image *) NULL)
clone_info->fill_pattern=CloneImage(clone_info->stroke_pattern,0,0,
MagickTrue,&clone_info->stroke_pattern->exception);
clone_info->stroke.opacity=(Quantum) TransparentOpacity;
clone_info->stroke_width=0.0;
clone_info->fill_rule=NonZeroRule;
status=MagickTrue;
for (p=primitive_info; p->primitive != UndefinedPrimitive; p+=p->coordinates)
{
if (p->coordinates == 1)
continue;
stroke_polygon=TraceStrokePolygon(image,draw_info,p);
if (stroke_polygon == (PrimitiveInfo *) NULL)
{
status=0;
break;
}
status&=DrawPolygonPrimitive(image,clone_info,stroke_polygon);
stroke_polygon=(PrimitiveInfo *) RelinquishMagickMemory(stroke_polygon);
if (status == 0)
break;
q=p+p->coordinates-1;
closed_path=p->closed_subpath;
if ((draw_info->linecap == RoundCap) && (closed_path == MagickFalse))
{
status&=DrawRoundLinecap(image,draw_info,p);
status&=DrawRoundLinecap(image,draw_info,q);
}
}
clone_info=DestroyDrawInfo(clone_info);
if (image->debug != MagickFalse)
(void) LogMagickEvent(DrawEvent,GetMagickModule(),
" end draw-stroke-polygon");
return(status != 0 ? MagickTrue : MagickFalse);
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
% G e t A f f i n e M a t r i x %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% GetAffineMatrix() returns an AffineMatrix initialized to the identity
% matrix.
%
% The format of the GetAffineMatrix method is:
%
% void GetAffineMatrix(AffineMatrix *affine_matrix)
%
% A description of each parameter follows:
%
% o affine_matrix: the affine matrix.
%
*/
MagickExport void GetAffineMatrix(AffineMatrix *affine_matrix)
{
(void) LogMagickEvent(TraceEvent,GetMagickModule(),"...");
assert(affine_matrix != (AffineMatrix *) NULL);
(void) memset(affine_matrix,0,sizeof(*affine_matrix));
affine_matrix->sx=1.0;
affine_matrix->sy=1.0;
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
+ G e t D r a w I n f o %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% GetDrawInfo() initializes draw_info to default values from image_info.
%
% The format of the GetDrawInfo method is:
%
% void GetDrawInfo(const ImageInfo *image_info,DrawInfo *draw_info)
%
% A description of each parameter follows:
%
% o image_info: the image info..
%
% o draw_info: the draw info.
%
*/
MagickExport void GetDrawInfo(const ImageInfo *image_info,DrawInfo *draw_info)
{
char
*next_token;
const char
*option;
ExceptionInfo
*exception;
ImageInfo
*clone_info;
/*
Initialize draw attributes.
*/
(void) LogMagickEvent(TraceEvent,GetMagickModule(),"...");
assert(draw_info != (DrawInfo *) NULL);
(void) memset(draw_info,0,sizeof(*draw_info));
clone_info=CloneImageInfo(image_info);
GetAffineMatrix(&draw_info->affine);
exception=AcquireExceptionInfo();
(void) QueryColorDatabase("#000F",&draw_info->fill,exception);
(void) QueryColorDatabase("#FFF0",&draw_info->stroke,exception);
draw_info->stroke_antialias=clone_info->antialias;
draw_info->stroke_width=1.0;
draw_info->fill_rule=EvenOddRule;
draw_info->opacity=OpaqueOpacity;
draw_info->fill_opacity=OpaqueOpacity;
draw_info->stroke_opacity=OpaqueOpacity;
draw_info->linecap=ButtCap;
draw_info->linejoin=MiterJoin;
draw_info->miterlimit=10;
draw_info->decorate=NoDecoration;
if (clone_info->font != (char *) NULL)
draw_info->font=AcquireString(clone_info->font);
if (clone_info->density != (char *) NULL)
draw_info->density=AcquireString(clone_info->density);
draw_info->text_antialias=clone_info->antialias;
draw_info->pointsize=12.0;
if (fabs(clone_info->pointsize) >= MagickEpsilon)
draw_info->pointsize=clone_info->pointsize;
draw_info->undercolor.opacity=(Quantum) TransparentOpacity;
draw_info->border_color=clone_info->border_color;
draw_info->compose=OverCompositeOp;
if (clone_info->server_name != (char *) NULL)
draw_info->server_name=AcquireString(clone_info->server_name);
draw_info->render=MagickTrue;
draw_info->clip_path=MagickFalse;
draw_info->debug=IsEventLogging();
option=GetImageOption(clone_info,"direction");
if (option != (const char *) NULL)
draw_info->direction=(DirectionType) ParseCommandOption(
MagickDirectionOptions,MagickFalse,option);
else
draw_info->direction=UndefinedDirection;
option=GetImageOption(clone_info,"encoding");
if (option != (const char *) NULL)
(void) CloneString(&draw_info->encoding,option);
option=GetImageOption(clone_info,"family");
if (option != (const char *) NULL)
(void) CloneString(&draw_info->family,option);
option=GetImageOption(clone_info,"fill");
if (option != (const char *) NULL)
(void) QueryColorDatabase(option,&draw_info->fill,exception);
option=GetImageOption(clone_info,"gravity");
if (option != (const char *) NULL)
draw_info->gravity=(GravityType) ParseCommandOption(MagickGravityOptions,
MagickFalse,option);
option=GetImageOption(clone_info,"interline-spacing");
if (option != (const char *) NULL)
draw_info->interline_spacing=StringToDouble(option,&next_token);
option=GetImageOption(clone_info,"interword-spacing");
if (option != (const char *) NULL)
draw_info->interword_spacing=StringToDouble(option,&next_token);
option=GetImageOption(clone_info,"kerning");
if (option != (const char *) NULL)
draw_info->kerning=StringToDouble(option,&next_token);
option=GetImageOption(clone_info,"stroke");
if (option != (const char *) NULL)
(void) QueryColorDatabase(option,&draw_info->stroke,exception);
option=GetImageOption(clone_info,"strokewidth");
if (option != (const char *) NULL)
draw_info->stroke_width=StringToDouble(option,&next_token);
option=GetImageOption(clone_info,"style");
if (option != (const char *) NULL)
draw_info->style=(StyleType) ParseCommandOption(MagickStyleOptions,
MagickFalse,option);
option=GetImageOption(clone_info,"undercolor");
if (option != (const char *) NULL)
(void) QueryColorDatabase(option,&draw_info->undercolor,exception);
option=GetImageOption(clone_info,"weight");
if (option != (const char *) NULL)
{
ssize_t
weight;
weight=ParseCommandOption(MagickWeightOptions,MagickFalse,option);
if (weight == -1)
weight=(ssize_t) StringToUnsignedLong(option);
draw_info->weight=(size_t) weight;
}
exception=DestroyExceptionInfo(exception);
draw_info->signature=MagickCoreSignature;
clone_info=DestroyImageInfo(clone_info);
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
+ P e r m u t a t e %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% Permutate() returns the permuation of the (n,k).
%
% The format of the Permutate method is:
%
% void Permutate(ssize_t n,ssize_t k)
%
% A description of each parameter follows:
%
% o n:
%
% o k:
%
%
*/
static inline double Permutate(const ssize_t n,const ssize_t k)
{
double
r;
register ssize_t
i;
r=1.0;
for (i=k+1; i <= n; i++)
r*=i;
for (i=1; i <= (n-k); i++)
r/=i;
return(r);
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
+ T r a c e P r i m i t i v e %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% TracePrimitive is a collection of methods for generating graphic
% primitives such as arcs, ellipses, paths, etc.
%
*/
static MagickBooleanType TraceArc(MVGInfo *mvg_info,const PointInfo start,
const PointInfo end,const PointInfo degrees)
{
PointInfo
center,
radius;
center.x=0.5*(end.x+start.x);
center.y=0.5*(end.y+start.y);
radius.x=fabs(center.x-start.x);
radius.y=fabs(center.y-start.y);
return(TraceEllipse(mvg_info,center,radius,degrees));
}
static MagickBooleanType TraceArcPath(MVGInfo *mvg_info,const PointInfo start,
const PointInfo end,const PointInfo arc,const double angle,
const MagickBooleanType large_arc,const MagickBooleanType sweep)
{
double
alpha,
beta,
delta,
factor,
gamma,
theta;
MagickStatusType
status;
PointInfo
center,
points[3],
radii;
register double
cosine,
sine;
PrimitiveInfo
*primitive_info;
register PrimitiveInfo
*p;
register ssize_t
i;
size_t
arc_segments;
ssize_t
offset;
offset=mvg_info->offset;
primitive_info=(*mvg_info->primitive_info)+mvg_info->offset;
primitive_info->coordinates=0;
if ((fabs(start.x-end.x) < MagickEpsilon) &&
(fabs(start.y-end.y) < MagickEpsilon))
return(TracePoint(primitive_info,end));
radii.x=fabs(arc.x);
radii.y=fabs(arc.y);
if ((radii.x < MagickEpsilon) || (radii.y < MagickEpsilon))
return(TraceLine(primitive_info,start,end));
cosine=cos(DegreesToRadians(fmod((double) angle,360.0)));
sine=sin(DegreesToRadians(fmod((double) angle,360.0)));
center.x=(double) (cosine*(end.x-start.x)/2+sine*(end.y-start.y)/2);
center.y=(double) (cosine*(end.y-start.y)/2-sine*(end.x-start.x)/2);
delta=(center.x*center.x)/(radii.x*radii.x)+(center.y*center.y)/
(radii.y*radii.y);
if (delta < MagickEpsilon)
return(TraceLine(primitive_info,start,end));
if (delta > 1.0)
{
radii.x*=sqrt((double) delta);
radii.y*=sqrt((double) delta);
}
points[0].x=(double) (cosine*start.x/radii.x+sine*start.y/radii.x);
points[0].y=(double) (cosine*start.y/radii.y-sine*start.x/radii.y);
points[1].x=(double) (cosine*end.x/radii.x+sine*end.y/radii.x);
points[1].y=(double) (cosine*end.y/radii.y-sine*end.x/radii.y);
alpha=points[1].x-points[0].x;
beta=points[1].y-points[0].y;
if (fabs(alpha*alpha+beta*beta) < MagickEpsilon)
return(TraceLine(primitive_info,start,end));
factor=PerceptibleReciprocal(alpha*alpha+beta*beta)-0.25;
if (factor <= 0.0)
factor=0.0;
else
{
factor=sqrt((double) factor);
if (sweep == large_arc)
factor=(-factor);
}
center.x=(double) ((points[0].x+points[1].x)/2-factor*beta);
center.y=(double) ((points[0].y+points[1].y)/2+factor*alpha);
alpha=atan2(points[0].y-center.y,points[0].x-center.x);
theta=atan2(points[1].y-center.y,points[1].x-center.x)-alpha;
if ((theta < 0.0) && (sweep != MagickFalse))
theta+=2.0*MagickPI;
else
if ((theta > 0.0) && (sweep == MagickFalse))
theta-=2.0*MagickPI;
arc_segments=(size_t) ceil(fabs((double) (theta/(0.5*MagickPI+
MagickEpsilon))));
p=primitive_info;
status=MagickTrue;
for (i=0; i < (ssize_t) arc_segments; i++)
{
beta=0.5*((alpha+(i+1)*theta/arc_segments)-(alpha+i*theta/arc_segments));
gamma=(8.0/3.0)*sin(fmod((double) (0.5*beta),DegreesToRadians(360.0)))*
sin(fmod((double) (0.5*beta),DegreesToRadians(360.0)))/
sin(fmod((double) beta,DegreesToRadians(360.0)));
points[0].x=(double) (center.x+cos(fmod((double) (alpha+(double) i*theta/
arc_segments),DegreesToRadians(360.0)))-gamma*sin(fmod((double) (alpha+
(double) i*theta/arc_segments),DegreesToRadians(360.0))));
points[0].y=(double) (center.y+sin(fmod((double) (alpha+(double) i*theta/
arc_segments),DegreesToRadians(360.0)))+gamma*cos(fmod((double) (alpha+
(double) i*theta/arc_segments),DegreesToRadians(360.0))));
points[2].x=(double) (center.x+cos(fmod((double) (alpha+(double) (i+1)*
theta/arc_segments),DegreesToRadians(360.0))));
points[2].y=(double) (center.y+sin(fmod((double) (alpha+(double) (i+1)*
theta/arc_segments),DegreesToRadians(360.0))));
points[1].x=(double) (points[2].x+gamma*sin(fmod((double) (alpha+(double)
(i+1)*theta/arc_segments),DegreesToRadians(360.0))));
points[1].y=(double) (points[2].y-gamma*cos(fmod((double) (alpha+(double)
(i+1)*theta/arc_segments),DegreesToRadians(360.0))));
p->point.x=(p == primitive_info) ? start.x : (p-1)->point.x;
p->point.y=(p == primitive_info) ? start.y : (p-1)->point.y;
(p+1)->point.x=(double) (cosine*radii.x*points[0].x-sine*radii.y*
points[0].y);
(p+1)->point.y=(double) (sine*radii.x*points[0].x+cosine*radii.y*
points[0].y);
(p+2)->point.x=(double) (cosine*radii.x*points[1].x-sine*radii.y*
points[1].y);
(p+2)->point.y=(double) (sine*radii.x*points[1].x+cosine*radii.y*
points[1].y);
(p+3)->point.x=(double) (cosine*radii.x*points[2].x-sine*radii.y*
points[2].y);
(p+3)->point.y=(double) (sine*radii.x*points[2].x+cosine*radii.y*
points[2].y);
if (i == (ssize_t) (arc_segments-1))
(p+3)->point=end;
status&=TraceBezier(mvg_info,4);
if (status == 0)
break;
p=(*mvg_info->primitive_info)+mvg_info->offset;
mvg_info->offset+=p->coordinates;
p+=p->coordinates;
}
if (status == 0)
return(MagickFalse);
mvg_info->offset=offset;
primitive_info=(*mvg_info->primitive_info)+mvg_info->offset;
primitive_info->coordinates=(size_t) (p-primitive_info);
primitive_info->closed_subpath=MagickFalse;
for (i=0; i < (ssize_t) primitive_info->coordinates; i++)
{
p->primitive=primitive_info->primitive;
p--;
}
return(MagickTrue);
}
static MagickBooleanType TraceBezier(MVGInfo *mvg_info,
const size_t number_coordinates)
{
double
alpha,
*coefficients,
weight;
PointInfo
end,
point,
*points;
PrimitiveInfo
*primitive_info;
register PrimitiveInfo
*p;
register ssize_t
i,
j;
size_t
control_points,
quantum;
/*
Allocate coefficients.
*/
primitive_info=(*mvg_info->primitive_info)+mvg_info->offset;
quantum=number_coordinates;
for (i=0; i < (ssize_t) number_coordinates; i++)
{
for (j=i+1; j < (ssize_t) number_coordinates; j++)
{
alpha=fabs(primitive_info[j].point.x-primitive_info[i].point.x);
if (alpha > (double) SSIZE_MAX)
{
(void) ThrowMagickException(mvg_info->exception,GetMagickModule(),
ResourceLimitError,"MemoryAllocationFailed","`%s'","");
return(MagickFalse);
}
if (alpha > (double) quantum)
quantum=(size_t) alpha;
alpha=fabs(primitive_info[j].point.y-primitive_info[i].point.y);
if (alpha > (double) SSIZE_MAX)
{
(void) ThrowMagickException(mvg_info->exception,GetMagickModule(),
ResourceLimitError,"MemoryAllocationFailed","`%s'","");
return(MagickFalse);
}
if (alpha > (double) quantum)
quantum=(size_t) alpha;
}
}
coefficients=(double *) AcquireQuantumMemory(number_coordinates,
sizeof(*coefficients));
quantum=MagickMin(quantum/number_coordinates,BezierQuantum);
points=(PointInfo *) AcquireQuantumMemory(quantum,number_coordinates*
sizeof(*points));
if ((coefficients == (double *) NULL) || (points == (PointInfo *) NULL))
{
if (points != (PointInfo *) NULL)
points=(PointInfo *) RelinquishMagickMemory(points);
if (coefficients != (double *) NULL)
coefficients=(double *) RelinquishMagickMemory(coefficients);
(void) ThrowMagickException(mvg_info->exception,GetMagickModule(),
ResourceLimitError,"MemoryAllocationFailed","`%s'","");
return(MagickFalse);
}
control_points=quantum*number_coordinates;
if (CheckPrimitiveExtent(mvg_info,control_points+1) == MagickFalse)
{
points=(PointInfo *) RelinquishMagickMemory(points);
coefficients=(double *) RelinquishMagickMemory(coefficients);
return(MagickFalse);
}
primitive_info=(*mvg_info->primitive_info)+mvg_info->offset;
/*
Compute bezier points.
*/
end=primitive_info[number_coordinates-1].point;
for (i=0; i < (ssize_t) number_coordinates; i++)
coefficients[i]=Permutate((ssize_t) number_coordinates-1,i);
weight=0.0;
for (i=0; i < (ssize_t) control_points; i++)
{
p=primitive_info;
point.x=0.0;
point.y=0.0;
alpha=pow((double) (1.0-weight),(double) number_coordinates-1.0);
for (j=0; j < (ssize_t) number_coordinates; j++)
{
point.x+=alpha*coefficients[j]*p->point.x;
point.y+=alpha*coefficients[j]*p->point.y;
alpha*=weight/(1.0-weight);
p++;
}
points[i]=point;
weight+=1.0/control_points;
}
/*
Bezier curves are just short segmented polys.
*/
p=primitive_info;
for (i=0; i < (ssize_t) control_points; i++)
{
if (TracePoint(p,points[i]) == MagickFalse)
{
points=(PointInfo *) RelinquishMagickMemory(points);
coefficients=(double *) RelinquishMagickMemory(coefficients);
return(MagickFalse);
}
p+=p->coordinates;
}
if (TracePoint(p,end) == MagickFalse)
{
points=(PointInfo *) RelinquishMagickMemory(points);
coefficients=(double *) RelinquishMagickMemory(coefficients);
return(MagickFalse);
}
p+=p->coordinates;
primitive_info->coordinates=(size_t) (p-primitive_info);
primitive_info->closed_subpath=MagickFalse;
for (i=0; i < (ssize_t) primitive_info->coordinates; i++)
{
p->primitive=primitive_info->primitive;
p--;
}
points=(PointInfo *) RelinquishMagickMemory(points);
coefficients=(double *) RelinquishMagickMemory(coefficients);
return(MagickTrue);
}
static MagickBooleanType TraceCircle(MVGInfo *mvg_info,const PointInfo start,
const PointInfo end)
{
double
alpha,
beta,
radius;
PointInfo
offset,
degrees;
alpha=end.x-start.x;
beta=end.y-start.y;
radius=hypot((double) alpha,(double) beta);
offset.x=(double) radius;
offset.y=(double) radius;
degrees.x=0.0;
degrees.y=360.0;
return(TraceEllipse(mvg_info,start,offset,degrees));
}
static MagickBooleanType TraceEllipse(MVGInfo *mvg_info,const PointInfo center,
const PointInfo radii,const PointInfo arc)
{
double
coordinates,
delta,
step,
x,
y;
PointInfo
angle,
point;
PrimitiveInfo
*primitive_info;
register PrimitiveInfo
*p;
register ssize_t
i;
/*
Ellipses are just short segmented polys.
*/
primitive_info=(*mvg_info->primitive_info)+mvg_info->offset;
primitive_info->coordinates=0;
if ((fabs(radii.x) < MagickEpsilon) || (fabs(radii.y) < MagickEpsilon))
return(MagickTrue);
delta=2.0*PerceptibleReciprocal(MagickMax(radii.x,radii.y));
step=MagickPI/8.0;
if ((delta >= 0.0) && (delta < (MagickPI/8.0)))
step=MagickPI/4.0/(MagickPI*PerceptibleReciprocal(delta)/2.0);
angle.x=DegreesToRadians(arc.x);
y=arc.y;
while (y < arc.x)
y+=360.0;
angle.y=DegreesToRadians(y);
coordinates=ceil((angle.y-angle.x)/step+1.0);
if (coordinates > (double) SSIZE_MAX)
{
(void) ThrowMagickException(mvg_info->exception,GetMagickModule(),
ResourceLimitError,"MemoryAllocationFailed","`%s'","");
return(MagickFalse);
}
if (CheckPrimitiveExtent(mvg_info,(size_t) coordinates) == MagickFalse)
return(MagickFalse);
primitive_info=(*mvg_info->primitive_info)+mvg_info->offset;
for (p=primitive_info; angle.x < angle.y; angle.x+=step)
{
point.x=cos(fmod(angle.x,DegreesToRadians(360.0)))*radii.x+center.x;
point.y=sin(fmod(angle.x,DegreesToRadians(360.0)))*radii.y+center.y;
if (TracePoint(p,point) == MagickFalse)
return(MagickFalse);
p+=p->coordinates;
}
point.x=cos(fmod(angle.y,DegreesToRadians(360.0)))*radii.x+center.x;
point.y=sin(fmod(angle.y,DegreesToRadians(360.0)))*radii.y+center.y;
if (TracePoint(p,point) == MagickFalse)
return(MagickFalse);
p+=p->coordinates;
primitive_info->coordinates=(size_t) (p-primitive_info);
primitive_info->closed_subpath=MagickFalse;
x=fabs(primitive_info[0].point.x-
primitive_info[primitive_info->coordinates-1].point.x);
y=fabs(primitive_info[0].point.y-
primitive_info[primitive_info->coordinates-1].point.y);
if ((x < MagickEpsilon) && (y < MagickEpsilon))
primitive_info->closed_subpath=MagickTrue;
for (i=0; i < (ssize_t) primitive_info->coordinates; i++)
{
p->primitive=primitive_info->primitive;
p--;
}
return(MagickTrue);
}
static MagickBooleanType TraceLine(PrimitiveInfo *primitive_info,
const PointInfo start,const PointInfo end)
{
if (TracePoint(primitive_info,start) == MagickFalse)
return(MagickFalse);
if ((fabs(start.x-end.x) < MagickEpsilon) &&
(fabs(start.y-end.y) < MagickEpsilon))
{
primitive_info->primitive=PointPrimitive;
primitive_info->coordinates=1;
return(MagickTrue);
}
if (TracePoint(primitive_info+1,end) == MagickFalse)
return(MagickFalse);
(primitive_info+1)->primitive=primitive_info->primitive;
primitive_info->coordinates=2;
primitive_info->closed_subpath=MagickFalse;
return(MagickTrue);
}
static size_t TracePath(Image *image,MVGInfo *mvg_info,const char *path)
{
char
*next_token,
token[MaxTextExtent];
const char
*p;
double
x,
y;
int
attribute,
last_attribute;
MagickStatusType
status;
PointInfo
end = {0.0, 0.0},
points[4] = { {0.0, 0.0}, {0.0, 0.0}, {0.0, 0.0}, {0.0, 0.0} },
point = {0.0, 0.0},
start = {0.0, 0.0};
PrimitiveInfo
*primitive_info;
PrimitiveType
primitive_type;
register PrimitiveInfo
*q;
register ssize_t
i;
size_t
number_coordinates,
z_count;
ssize_t
subpath_offset;
subpath_offset=mvg_info->offset;
primitive_info=(*mvg_info->primitive_info)+mvg_info->offset;
status=MagickTrue;
attribute=0;
number_coordinates=0;
z_count=0;
primitive_type=primitive_info->primitive;
q=primitive_info;
for (p=path; *p != '\0'; )
{
if (status == MagickFalse)
break;
while (isspace((int) ((unsigned char) *p)) != 0)
p++;
if (*p == '\0')
break;
last_attribute=attribute;
attribute=(int) (*p++);
switch (attribute)
{
case 'a':
case 'A':
{
double
angle = 0.0;
MagickBooleanType
large_arc = MagickFalse,
sweep = MagickFalse;
PointInfo
arc = {0.0, 0.0};
/*
Elliptical arc.
*/
do
{
(void) GetNextToken(p,&p,MaxTextExtent,token);
if (*token == ',')
(void) GetNextToken(p,&p,MaxTextExtent,token);
arc.x=StringToDouble(token,&next_token);
if (token == next_token)
ThrowPointExpectedException(image,token);
(void) GetNextToken(p,&p,MaxTextExtent,token);
if (*token == ',')
(void) GetNextToken(p,&p,MaxTextExtent,token);
arc.y=StringToDouble(token,&next_token);
if (token == next_token)
ThrowPointExpectedException(image,token);
(void) GetNextToken(p,&p,MaxTextExtent,token);
if (*token == ',')
(void) GetNextToken(p,&p,MaxTextExtent,token);
angle=StringToDouble(token,&next_token);
if (token == next_token)
ThrowPointExpectedException(image,token);
(void) GetNextToken(p,&p,MaxTextExtent,token);
if (*token == ',')
(void) GetNextToken(p,&p,MaxTextExtent,token);
large_arc=StringToLong(token) != 0 ? MagickTrue : MagickFalse;
(void) GetNextToken(p,&p,MaxTextExtent,token);
if (*token == ',')
(void) GetNextToken(p,&p,MaxTextExtent,token);
sweep=StringToLong(token) != 0 ? MagickTrue : MagickFalse;
if (*token == ',')
(void) GetNextToken(p,&p,MaxTextExtent,token);
(void) GetNextToken(p,&p,MaxTextExtent,token);
if (*token == ',')
(void) GetNextToken(p,&p,MaxTextExtent,token);
x=StringToDouble(token,&next_token);
if (token == next_token)
ThrowPointExpectedException(image,token);
(void) GetNextToken(p,&p,MaxTextExtent,token);
if (*token == ',')
(void) GetNextToken(p,&p,MaxTextExtent,token);
y=StringToDouble(token,&next_token);
if (token == next_token)
ThrowPointExpectedException(image,token);
end.x=(double) (attribute == (int) 'A' ? x : point.x+x);
end.y=(double) (attribute == (int) 'A' ? y : point.y+y);
status&=TraceArcPath(mvg_info,point,end,arc,angle,large_arc,sweep);
q=(*mvg_info->primitive_info)+mvg_info->offset;
mvg_info->offset+=q->coordinates;
q+=q->coordinates;
point=end;
while (isspace((int) ((unsigned char) *p)) != 0)
p++;
if (*p == ',')
p++;
} while (IsPoint(p) != MagickFalse);
break;
}
case 'c':
case 'C':
{
/*
Cubic Bézier curve.
*/
do
{
points[0]=point;
for (i=1; i < 4; i++)
{
(void) GetNextToken(p,&p,MaxTextExtent,token);
if (*token == ',')
(void) GetNextToken(p,&p,MaxTextExtent,token);
x=StringToDouble(token,&next_token);
if (token == next_token)
ThrowPointExpectedException(image,token);
(void) GetNextToken(p,&p,MaxTextExtent,token);
if (*token == ',')
(void) GetNextToken(p,&p,MaxTextExtent,token);
y=StringToDouble(token,&next_token);
if (token == next_token)
ThrowPointExpectedException(image,token);
end.x=(double) (attribute == (int) 'C' ? x : point.x+x);
end.y=(double) (attribute == (int) 'C' ? y : point.y+y);
points[i]=end;
}
for (i=0; i < 4; i++)
(q+i)->point=points[i];
if (TraceBezier(mvg_info,4) == MagickFalse)
return(0);
q=(*mvg_info->primitive_info)+mvg_info->offset;
mvg_info->offset+=q->coordinates;
q+=q->coordinates;
point=end;
while (isspace((int) ((unsigned char) *p)) != 0)
p++;
if (*p == ',')
p++;
} while (IsPoint(p) != MagickFalse);
break;
}
case 'H':
case 'h':
{
do
{
(void) GetNextToken(p,&p,MaxTextExtent,token);
if (*token == ',')
(void) GetNextToken(p,&p,MaxTextExtent,token);
x=StringToDouble(token,&next_token);
if (token == next_token)
ThrowPointExpectedException(image,token);
point.x=(double) (attribute == (int) 'H' ? x: point.x+x);
if (CheckPrimitiveExtent(mvg_info,PrimitiveExtentPad) == MagickFalse)
return(0);
q=(*mvg_info->primitive_info)+mvg_info->offset;
if (TracePoint(q,point) == MagickFalse)
return(0);
mvg_info->offset+=q->coordinates;
q+=q->coordinates;
while (isspace((int) ((unsigned char) *p)) != 0)
p++;
if (*p == ',')
p++;
} while (IsPoint(p) != MagickFalse);
break;
}
case 'l':
case 'L':
{
/*
Line to.
*/
do
{
(void) GetNextToken(p,&p,MaxTextExtent,token);
if (*token == ',')
(void) GetNextToken(p,&p,MaxTextExtent,token);
x=StringToDouble(token,&next_token);
if (token == next_token)
ThrowPointExpectedException(image,token);
(void) GetNextToken(p,&p,MaxTextExtent,token);
if (*token == ',')
(void) GetNextToken(p,&p,MaxTextExtent,token);
y=StringToDouble(token,&next_token);
if (token == next_token)
ThrowPointExpectedException(image,token);
point.x=(double) (attribute == (int) 'L' ? x : point.x+x);
point.y=(double) (attribute == (int) 'L' ? y : point.y+y);
if (CheckPrimitiveExtent(mvg_info,PrimitiveExtentPad) == MagickFalse)
return(0);
q=(*mvg_info->primitive_info)+mvg_info->offset;
if (TracePoint(q,point) == MagickFalse)
return(0);
mvg_info->offset+=q->coordinates;
q+=q->coordinates;
while (isspace((int) ((unsigned char) *p)) != 0)
p++;
if (*p == ',')
p++;
} while (IsPoint(p) != MagickFalse);
break;
}
case 'M':
case 'm':
{
/*
Move to.
*/
if (mvg_info->offset != subpath_offset)
{
primitive_info=(*mvg_info->primitive_info)+subpath_offset;
primitive_info->coordinates=(size_t) (q-primitive_info);
number_coordinates+=primitive_info->coordinates;
primitive_info=q;
subpath_offset=mvg_info->offset;
}
i=0;
do
{
(void) GetNextToken(p,&p,MaxTextExtent,token);
if (*token == ',')
(void) GetNextToken(p,&p,MaxTextExtent,token);
x=StringToDouble(token,&next_token);
if (token == next_token)
ThrowPointExpectedException(image,token);
(void) GetNextToken(p,&p,MaxTextExtent,token);
if (*token == ',')
(void) GetNextToken(p,&p,MaxTextExtent,token);
y=StringToDouble(token,&next_token);
if (token == next_token)
ThrowPointExpectedException(image,token);
point.x=(double) (attribute == (int) 'M' ? x : point.x+x);
point.y=(double) (attribute == (int) 'M' ? y : point.y+y);
if (i == 0)
start=point;
i++;
if (CheckPrimitiveExtent(mvg_info,PrimitiveExtentPad) == MagickFalse)
return(0);
q=(*mvg_info->primitive_info)+mvg_info->offset;
if (TracePoint(q,point) == MagickFalse)
return(0);
mvg_info->offset+=q->coordinates;
q+=q->coordinates;
while (isspace((int) ((unsigned char) *p)) != 0)
p++;
if (*p == ',')
p++;
} while (IsPoint(p) != MagickFalse);
break;
}
case 'q':
case 'Q':
{
/*
Quadratic Bézier curve.
*/
do
{
points[0]=point;
for (i=1; i < 3; i++)
{
(void) GetNextToken(p,&p,MaxTextExtent,token);
if (*token == ',')
(void) GetNextToken(p,&p,MaxTextExtent,token);
x=StringToDouble(token,&next_token);
if (token == next_token)
ThrowPointExpectedException(image,token);
(void) GetNextToken(p,&p,MaxTextExtent,token);
if (*token == ',')
(void) GetNextToken(p,&p,MaxTextExtent,token);
y=StringToDouble(token,&next_token);
if (token == next_token)
ThrowPointExpectedException(image,token);
if (*p == ',')
p++;
end.x=(double) (attribute == (int) 'Q' ? x : point.x+x);
end.y=(double) (attribute == (int) 'Q' ? y : point.y+y);
points[i]=end;
}
for (i=0; i < 3; i++)
(q+i)->point=points[i];
if (TraceBezier(mvg_info,3) == MagickFalse)
return(0);
q=(*mvg_info->primitive_info)+mvg_info->offset;
mvg_info->offset+=q->coordinates;
q+=q->coordinates;
point=end;
while (isspace((int) ((unsigned char) *p)) != 0)
p++;
if (*p == ',')
p++;
} while (IsPoint(p) != MagickFalse);
break;
}
case 's':
case 'S':
{
/*
Cubic Bézier curve.
*/
do
{
points[0]=points[3];
points[1].x=2.0*points[3].x-points[2].x;
points[1].y=2.0*points[3].y-points[2].y;
for (i=2; i < 4; i++)
{
(void) GetNextToken(p,&p,MaxTextExtent,token);
if (*token == ',')
(void) GetNextToken(p,&p,MaxTextExtent,token);
x=StringToDouble(token,&next_token);
if (token == next_token)
ThrowPointExpectedException(image,token);
(void) GetNextToken(p,&p,MaxTextExtent,token);
if (*token == ',')
(void) GetNextToken(p,&p,MaxTextExtent,token);
y=StringToDouble(token,&next_token);
if (token == next_token)
ThrowPointExpectedException(image,token);
if (*p == ',')
p++;
end.x=(double) (attribute == (int) 'S' ? x : point.x+x);
end.y=(double) (attribute == (int) 'S' ? y : point.y+y);
points[i]=end;
}
if (strchr("CcSs",last_attribute) == (char *) NULL)
{
points[0]=point;
points[1]=point;
}
for (i=0; i < 4; i++)
(q+i)->point=points[i];
if (TraceBezier(mvg_info,4) == MagickFalse)
return(0);
q=(*mvg_info->primitive_info)+mvg_info->offset;
mvg_info->offset+=q->coordinates;
q+=q->coordinates;
point=end;
last_attribute=attribute;
while (isspace((int) ((unsigned char) *p)) != 0)
p++;
if (*p == ',')
p++;
} while (IsPoint(p) != MagickFalse);
break;
}
case 't':
case 'T':
{
/*
Quadratic Bézier curve.
*/
do
{
points[0]=points[2];
points[1].x=2.0*points[2].x-points[1].x;
points[1].y=2.0*points[2].y-points[1].y;
for (i=2; i < 3; i++)
{
(void) GetNextToken(p,&p,MaxTextExtent,token);
if (*token == ',')
(void) GetNextToken(p,&p,MaxTextExtent,token);
x=StringToDouble(token,&next_token);
if (token == next_token)
ThrowPointExpectedException(image,token);
(void) GetNextToken(p,&p,MaxTextExtent,token);
if (*token == ',')
(void) GetNextToken(p,&p,MaxTextExtent,token);
y=StringToDouble(token,&next_token);
if (token == next_token)
ThrowPointExpectedException(image,token);
end.x=(double) (attribute == (int) 'T' ? x : point.x+x);
end.y=(double) (attribute == (int) 'T' ? y : point.y+y);
points[i]=end;
}
if (status == MagickFalse)
break;
if (strchr("QqTt",last_attribute) == (char *) NULL)
{
points[0]=point;
points[1]=point;
}
for (i=0; i < 3; i++)
(q+i)->point=points[i];
if (TraceBezier(mvg_info,3) == MagickFalse)
return(0);
q=(*mvg_info->primitive_info)+mvg_info->offset;
mvg_info->offset+=q->coordinates;
q+=q->coordinates;
point=end;
last_attribute=attribute;
while (isspace((int) ((unsigned char) *p)) != 0)
p++;
if (*p == ',')
p++;
} while (IsPoint(p) != MagickFalse);
break;
}
case 'v':
case 'V':
{
/*
Line to.
*/
do
{
(void) GetNextToken(p,&p,MaxTextExtent,token);
if (*token == ',')
(void) GetNextToken(p,&p,MaxTextExtent,token);
y=StringToDouble(token,&next_token);
if (token == next_token)
ThrowPointExpectedException(image,token);
point.y=(double) (attribute == (int) 'V' ? y : point.y+y);
if (CheckPrimitiveExtent(mvg_info,PrimitiveExtentPad) == MagickFalse)
return(0);
q=(*mvg_info->primitive_info)+mvg_info->offset;
if (TracePoint(q,point) == MagickFalse)
return(0);
mvg_info->offset+=q->coordinates;
q+=q->coordinates;
while (isspace((int) ((unsigned char) *p)) != 0)
p++;
if (*p == ',')
p++;
} while (IsPoint(p) != MagickFalse);
break;
}
case 'z':
case 'Z':
{
/*
Close path.
*/
point=start;
if (CheckPrimitiveExtent(mvg_info,PrimitiveExtentPad) == MagickFalse)
return(0);
q=(*mvg_info->primitive_info)+mvg_info->offset;
if (TracePoint(q,point) == MagickFalse)
return(0);
mvg_info->offset+=q->coordinates;
q+=q->coordinates;
primitive_info=(*mvg_info->primitive_info)+subpath_offset;
primitive_info->coordinates=(size_t) (q-primitive_info);
primitive_info->closed_subpath=MagickTrue;
number_coordinates+=primitive_info->coordinates;
primitive_info=q;
subpath_offset=mvg_info->offset;
z_count++;
break;
}
default:
{
ThrowPointExpectedException(image,token);
break;
}
}
}
if (status == MagickFalse)
return(0);
primitive_info=(*mvg_info->primitive_info)+subpath_offset;
primitive_info->coordinates=(size_t) (q-primitive_info);
number_coordinates+=primitive_info->coordinates;
for (i=0; i < (ssize_t) number_coordinates; i++)
{
q--;
q->primitive=primitive_type;
if (z_count > 1)
q->method=FillToBorderMethod;
}
q=primitive_info;
return(number_coordinates);
}
static MagickBooleanType TraceRectangle(PrimitiveInfo *primitive_info,
const PointInfo start,const PointInfo end)
{
PointInfo
point;
register PrimitiveInfo
*p;
register ssize_t
i;
p=primitive_info;
if (TracePoint(p,start) == MagickFalse)
return(MagickFalse);
p+=p->coordinates;
point.x=start.x;
point.y=end.y;
if (TracePoint(p,point) == MagickFalse)
return(MagickFalse);
p+=p->coordinates;
if (TracePoint(p,end) == MagickFalse)
return(MagickFalse);
p+=p->coordinates;
point.x=end.x;
point.y=start.y;
if (TracePoint(p,point) == MagickFalse)
return(MagickFalse);
p+=p->coordinates;
if (TracePoint(p,start) == MagickFalse)
return(MagickFalse);
p+=p->coordinates;
primitive_info->coordinates=(size_t) (p-primitive_info);
primitive_info->closed_subpath=MagickTrue;
for (i=0; i < (ssize_t) primitive_info->coordinates; i++)
{
p->primitive=primitive_info->primitive;
p--;
}
return(MagickTrue);
}
static MagickBooleanType TraceRoundRectangle(MVGInfo *mvg_info,
const PointInfo start,const PointInfo end,PointInfo arc)
{
PointInfo
degrees,
point,
segment;
PrimitiveInfo
*primitive_info;
register PrimitiveInfo
*p;
register ssize_t
i;
ssize_t
offset;
offset=mvg_info->offset;
segment.x=fabs(end.x-start.x);
segment.y=fabs(end.y-start.y);
if ((segment.x < MagickEpsilon) || (segment.y < MagickEpsilon))
{
(*mvg_info->primitive_info+mvg_info->offset)->coordinates=0;
return(MagickTrue);
}
if (arc.x > (0.5*segment.x))
arc.x=0.5*segment.x;
if (arc.y > (0.5*segment.y))
arc.y=0.5*segment.y;
point.x=start.x+segment.x-arc.x;
point.y=start.y+arc.y;
degrees.x=270.0;
degrees.y=360.0;
if (TraceEllipse(mvg_info,point,arc,degrees) == MagickFalse)
return(MagickFalse);
p=(*mvg_info->primitive_info)+mvg_info->offset;
mvg_info->offset+=p->coordinates;
point.x=start.x+segment.x-arc.x;
point.y=start.y+segment.y-arc.y;
degrees.x=0.0;
degrees.y=90.0;
if (TraceEllipse(mvg_info,point,arc,degrees) == MagickFalse)
return(MagickFalse);
p=(*mvg_info->primitive_info)+mvg_info->offset;
mvg_info->offset+=p->coordinates;
point.x=start.x+arc.x;
point.y=start.y+segment.y-arc.y;
degrees.x=90.0;
degrees.y=180.0;
if (TraceEllipse(mvg_info,point,arc,degrees) == MagickFalse)
return(MagickFalse);
p=(*mvg_info->primitive_info)+mvg_info->offset;
mvg_info->offset+=p->coordinates;
point.x=start.x+arc.x;
point.y=start.y+arc.y;
degrees.x=180.0;
degrees.y=270.0;
if (TraceEllipse(mvg_info,point,arc,degrees) == MagickFalse)
return(MagickFalse);
p=(*mvg_info->primitive_info)+mvg_info->offset;
mvg_info->offset+=p->coordinates;
if (CheckPrimitiveExtent(mvg_info,PrimitiveExtentPad) == MagickFalse)
return(MagickFalse);
p=(*mvg_info->primitive_info)+mvg_info->offset;
if (TracePoint(p,(*mvg_info->primitive_info+offset)->point) == MagickFalse)
return(MagickFalse);
p+=p->coordinates;
mvg_info->offset=offset;
primitive_info=(*mvg_info->primitive_info)+offset;
primitive_info->coordinates=(size_t) (p-primitive_info);
primitive_info->closed_subpath=MagickTrue;
for (i=0; i < (ssize_t) primitive_info->coordinates; i++)
{
p->primitive=primitive_info->primitive;
p--;
}
return(MagickTrue);
}
static MagickBooleanType TraceSquareLinecap(PrimitiveInfo *primitive_info,
const size_t number_vertices,const double offset)
{
double
distance;
register double
dx,
dy;
register ssize_t
i;
ssize_t
j;
dx=0.0;
dy=0.0;
for (i=1; i < (ssize_t) number_vertices; i++)
{
dx=primitive_info[0].point.x-primitive_info[i].point.x;
dy=primitive_info[0].point.y-primitive_info[i].point.y;
if ((fabs((double) dx) >= MagickEpsilon) ||
(fabs((double) dy) >= MagickEpsilon))
break;
}
if (i == (ssize_t) number_vertices)
i=(ssize_t) number_vertices-1L;
distance=hypot((double) dx,(double) dy);
primitive_info[0].point.x=(double) (primitive_info[i].point.x+
dx*(distance+offset)/distance);
primitive_info[0].point.y=(double) (primitive_info[i].point.y+
dy*(distance+offset)/distance);
for (j=(ssize_t) number_vertices-2; j >= 0; j--)
{
dx=primitive_info[number_vertices-1].point.x-primitive_info[j].point.x;
dy=primitive_info[number_vertices-1].point.y-primitive_info[j].point.y;
if ((fabs((double) dx) >= MagickEpsilon) ||
(fabs((double) dy) >= MagickEpsilon))
break;
}
distance=hypot((double) dx,(double) dy);
primitive_info[number_vertices-1].point.x=(double) (primitive_info[j].point.x+
dx*(distance+offset)/distance);
primitive_info[number_vertices-1].point.y=(double) (primitive_info[j].point.y+
dy*(distance+offset)/distance);
return(MagickTrue);
}
static PrimitiveInfo *TraceStrokePolygon(const Image *image,
const DrawInfo *draw_info,const PrimitiveInfo *primitive_info)
{
#define CheckPathExtent(pad) \
if ((ssize_t) (q+(pad)) >= (ssize_t) max_strokes) \
{ \
if (~max_strokes < (pad)) \
{ \
path_p=(PointInfo *) RelinquishMagickMemory(path_p); \
path_q=(PointInfo *) RelinquishMagickMemory(path_q); \
} \
else \
{ \
max_strokes+=(pad); \
path_p=(PointInfo *) ResizeQuantumMemory(path_p,max_strokes, \
sizeof(*path_p)); \
path_q=(PointInfo *) ResizeQuantumMemory(path_q,max_strokes, \
sizeof(*path_q)); \
} \
if ((path_p == (PointInfo *) NULL) || (path_q == (PointInfo *) NULL)) \
{ \
if (path_p != (PointInfo *) NULL) \
path_p=(PointInfo *) RelinquishMagickMemory(path_p); \
if (path_q != (PointInfo *) NULL) \
path_q=(PointInfo *) RelinquishMagickMemory(path_q); \
polygon_primitive=(PrimitiveInfo *) \
RelinquishMagickMemory(polygon_primitive); \
return((PrimitiveInfo *) NULL); \
} \
}
typedef struct _LineSegment
{
double
p,
q;
} LineSegment;
double
delta_theta,
dot_product,
mid,
miterlimit;
LineSegment
dx = {0,0},
dy = {0,0},
inverse_slope = {0,0},
slope = {0,0},
theta = {0,0};
MagickBooleanType
closed_path;
PointInfo
box_p[5],
box_q[5],
center,
offset,
*path_p,
*path_q;
PrimitiveInfo
*polygon_primitive,
*stroke_polygon;
register ssize_t
i;
size_t
arc_segments,
max_strokes,
number_vertices;
ssize_t
j,
n,
p,
q;
/*
Allocate paths.
*/
number_vertices=primitive_info->coordinates;
max_strokes=2*number_vertices+6*BezierQuantum+360;
polygon_primitive=(PrimitiveInfo *) AcquireQuantumMemory((size_t)
number_vertices+2UL,sizeof(*polygon_primitive));
if (polygon_primitive == (PrimitiveInfo *) NULL)
return((PrimitiveInfo *) NULL);
(void) memcpy(polygon_primitive,primitive_info,(size_t) number_vertices*
sizeof(*polygon_primitive));
closed_path=primitive_info[0].closed_subpath;
if (((draw_info->linejoin == RoundJoin) ||
(draw_info->linejoin == MiterJoin)) && (closed_path != MagickFalse))
{
polygon_primitive[number_vertices]=primitive_info[1];
number_vertices++;
}
polygon_primitive[number_vertices].primitive=UndefinedPrimitive;
/*
Compute the slope for the first line segment, p.
*/
dx.p=0.0;
dy.p=0.0;
for (n=1; n < (ssize_t) number_vertices; n++)
{
dx.p=polygon_primitive[n].point.x-polygon_primitive[0].point.x;
dy.p=polygon_primitive[n].point.y-polygon_primitive[0].point.y;
if ((fabs(dx.p) >= MagickEpsilon) || (fabs(dy.p) >= MagickEpsilon))
break;
}
if (n == (ssize_t) number_vertices)
{
if ((draw_info->linecap != RoundCap) || (closed_path != MagickFalse))
{
/*
Zero length subpath.
*/
stroke_polygon=(PrimitiveInfo *) AcquireCriticalMemory(
sizeof(*stroke_polygon));
stroke_polygon[0]=polygon_primitive[0];
stroke_polygon[0].coordinates=0;
polygon_primitive=(PrimitiveInfo *) RelinquishMagickMemory(
polygon_primitive);
return(stroke_polygon);
}
n=(ssize_t) number_vertices-1L;
}
path_p=(PointInfo *) AcquireQuantumMemory((size_t) max_strokes,
sizeof(*path_p));
if (path_p == (PointInfo *) NULL)
{
polygon_primitive=(PrimitiveInfo *) RelinquishMagickMemory(
polygon_primitive);
return((PrimitiveInfo *) NULL);
}
path_q=(PointInfo *) AcquireQuantumMemory((size_t) max_strokes,
sizeof(*path_q));
if (path_q == (PointInfo *) NULL)
{
path_p=(PointInfo *) RelinquishMagickMemory(path_p);
polygon_primitive=(PrimitiveInfo *) RelinquishMagickMemory(
polygon_primitive);
return((PrimitiveInfo *) NULL);
}
slope.p=0.0;
inverse_slope.p=0.0;
if (fabs(dx.p) < MagickEpsilon)
{
if (dx.p >= 0.0)
slope.p=dy.p < 0.0 ? -1.0/MagickEpsilon : 1.0/MagickEpsilon;
else
slope.p=dy.p < 0.0 ? 1.0/MagickEpsilon : -1.0/MagickEpsilon;
}
else
if (fabs(dy.p) < MagickEpsilon)
{
if (dy.p >= 0.0)
inverse_slope.p=dx.p < 0.0 ? -1.0/MagickEpsilon : 1.0/MagickEpsilon;
else
inverse_slope.p=dx.p < 0.0 ? 1.0/MagickEpsilon : -1.0/MagickEpsilon;
}
else
{
slope.p=dy.p/dx.p;
inverse_slope.p=(-1.0/slope.p);
}
mid=ExpandAffine(&draw_info->affine)*SaneStrokeWidth(image,draw_info)/2.0;
miterlimit=(double) (draw_info->miterlimit*draw_info->miterlimit*mid*mid);
if ((draw_info->linecap == SquareCap) && (closed_path == MagickFalse))
(void) TraceSquareLinecap(polygon_primitive,number_vertices,mid);
offset.x=sqrt((double) (mid*mid/(inverse_slope.p*inverse_slope.p+1.0)));
offset.y=(double) (offset.x*inverse_slope.p);
if ((dy.p*offset.x-dx.p*offset.y) > 0.0)
{
box_p[0].x=polygon_primitive[0].point.x-offset.x;
box_p[0].y=polygon_primitive[0].point.y-offset.x*inverse_slope.p;
box_p[1].x=polygon_primitive[n].point.x-offset.x;
box_p[1].y=polygon_primitive[n].point.y-offset.x*inverse_slope.p;
box_q[0].x=polygon_primitive[0].point.x+offset.x;
box_q[0].y=polygon_primitive[0].point.y+offset.x*inverse_slope.p;
box_q[1].x=polygon_primitive[n].point.x+offset.x;
box_q[1].y=polygon_primitive[n].point.y+offset.x*inverse_slope.p;
}
else
{
box_p[0].x=polygon_primitive[0].point.x+offset.x;
box_p[0].y=polygon_primitive[0].point.y+offset.y;
box_p[1].x=polygon_primitive[n].point.x+offset.x;
box_p[1].y=polygon_primitive[n].point.y+offset.y;
box_q[0].x=polygon_primitive[0].point.x-offset.x;
box_q[0].y=polygon_primitive[0].point.y-offset.y;
box_q[1].x=polygon_primitive[n].point.x-offset.x;
box_q[1].y=polygon_primitive[n].point.y-offset.y;
}
/*
Create strokes for the line join attribute: bevel, miter, round.
*/
p=0;
q=0;
path_q[p++]=box_q[0];
path_p[q++]=box_p[0];
for (i=(ssize_t) n+1; i < (ssize_t) number_vertices; i++)
{
/*
Compute the slope for this line segment, q.
*/
dx.q=polygon_primitive[i].point.x-polygon_primitive[n].point.x;
dy.q=polygon_primitive[i].point.y-polygon_primitive[n].point.y;
dot_product=dx.q*dx.q+dy.q*dy.q;
if (dot_product < 0.25)
continue;
slope.q=0.0;
inverse_slope.q=0.0;
if (fabs(dx.q) < MagickEpsilon)
{
if (dx.q >= 0.0)
slope.q=dy.q < 0.0 ? -1.0/MagickEpsilon : 1.0/MagickEpsilon;
else
slope.q=dy.q < 0.0 ? 1.0/MagickEpsilon : -1.0/MagickEpsilon;
}
else
if (fabs(dy.q) < MagickEpsilon)
{
if (dy.q >= 0.0)
inverse_slope.q=dx.q < 0.0 ? -1.0/MagickEpsilon : 1.0/MagickEpsilon;
else
inverse_slope.q=dx.q < 0.0 ? 1.0/MagickEpsilon : -1.0/MagickEpsilon;
}
else
{
slope.q=dy.q/dx.q;
inverse_slope.q=(-1.0/slope.q);
}
offset.x=sqrt((double) (mid*mid/(inverse_slope.q*inverse_slope.q+1.0)));
offset.y=(double) (offset.x*inverse_slope.q);
dot_product=dy.q*offset.x-dx.q*offset.y;
if (dot_product > 0.0)
{
box_p[2].x=polygon_primitive[n].point.x-offset.x;
box_p[2].y=polygon_primitive[n].point.y-offset.y;
box_p[3].x=polygon_primitive[i].point.x-offset.x;
box_p[3].y=polygon_primitive[i].point.y-offset.y;
box_q[2].x=polygon_primitive[n].point.x+offset.x;
box_q[2].y=polygon_primitive[n].point.y+offset.y;
box_q[3].x=polygon_primitive[i].point.x+offset.x;
box_q[3].y=polygon_primitive[i].point.y+offset.y;
}
else
{
box_p[2].x=polygon_primitive[n].point.x+offset.x;
box_p[2].y=polygon_primitive[n].point.y+offset.y;
box_p[3].x=polygon_primitive[i].point.x+offset.x;
box_p[3].y=polygon_primitive[i].point.y+offset.y;
box_q[2].x=polygon_primitive[n].point.x-offset.x;
box_q[2].y=polygon_primitive[n].point.y-offset.y;
box_q[3].x=polygon_primitive[i].point.x-offset.x;
box_q[3].y=polygon_primitive[i].point.y-offset.y;
}
if (fabs((double) (slope.p-slope.q)) < MagickEpsilon)
{
box_p[4]=box_p[1];
box_q[4]=box_q[1];
}
else
{
box_p[4].x=(double) ((slope.p*box_p[0].x-box_p[0].y-slope.q*box_p[3].x+
box_p[3].y)/(slope.p-slope.q));
box_p[4].y=(double) (slope.p*(box_p[4].x-box_p[0].x)+box_p[0].y);
box_q[4].x=(double) ((slope.p*box_q[0].x-box_q[0].y-slope.q*box_q[3].x+
box_q[3].y)/(slope.p-slope.q));
box_q[4].y=(double) (slope.p*(box_q[4].x-box_q[0].x)+box_q[0].y);
}
CheckPathExtent(6*BezierQuantum+360);
dot_product=dx.q*dy.p-dx.p*dy.q;
if (dot_product <= 0.0)
switch (draw_info->linejoin)
{
case BevelJoin:
{
path_q[q++]=box_q[1];
path_q[q++]=box_q[2];
dot_product=(box_q[4].x-box_p[4].x)*(box_q[4].x-box_p[4].x)+
(box_q[4].y-box_p[4].y)*(box_q[4].y-box_p[4].y);
if (dot_product <= miterlimit)
path_p[p++]=box_p[4];
else
{
path_p[p++]=box_p[1];
path_p[p++]=box_p[2];
}
break;
}
case MiterJoin:
{
dot_product=(box_q[4].x-box_p[4].x)*(box_q[4].x-box_p[4].x)+
(box_q[4].y-box_p[4].y)*(box_q[4].y-box_p[4].y);
if (dot_product <= miterlimit)
{
path_q[q++]=box_q[4];
path_p[p++]=box_p[4];
}
else
{
path_q[q++]=box_q[1];
path_q[q++]=box_q[2];
path_p[p++]=box_p[1];
path_p[p++]=box_p[2];
}
break;
}
case RoundJoin:
{
dot_product=(box_q[4].x-box_p[4].x)*(box_q[4].x-box_p[4].x)+
(box_q[4].y-box_p[4].y)*(box_q[4].y-box_p[4].y);
if (dot_product <= miterlimit)
path_p[p++]=box_p[4];
else
{
path_p[p++]=box_p[1];
path_p[p++]=box_p[2];
}
center=polygon_primitive[n].point;
theta.p=atan2(box_q[1].y-center.y,box_q[1].x-center.x);
theta.q=atan2(box_q[2].y-center.y,box_q[2].x-center.x);
if (theta.q < theta.p)
theta.q+=2.0*MagickPI;
arc_segments=(size_t) ceil((double) ((theta.q-theta.p)/
(2.0*sqrt((double) (1.0/mid)))));
CheckPathExtent(arc_segments+6*BezierQuantum+360);
path_q[q].x=box_q[1].x;
path_q[q].y=box_q[1].y;
q++;
for (j=1; j < (ssize_t) arc_segments; j++)
{
delta_theta=(double) (j*(theta.q-theta.p)/arc_segments);
path_q[q].x=(double) (center.x+mid*cos(fmod((double)
(theta.p+delta_theta),DegreesToRadians(360.0))));
path_q[q].y=(double) (center.y+mid*sin(fmod((double)
(theta.p+delta_theta),DegreesToRadians(360.0))));
q++;
}
path_q[q++]=box_q[2];
break;
}
default:
break;
}
else
switch (draw_info->linejoin)
{
case BevelJoin:
{
path_p[p++]=box_p[1];
path_p[p++]=box_p[2];
dot_product=(box_q[4].x-box_p[4].x)*(box_q[4].x-box_p[4].x)+
(box_q[4].y-box_p[4].y)*(box_q[4].y-box_p[4].y);
if (dot_product <= miterlimit)
path_q[q++]=box_q[4];
else
{
path_q[q++]=box_q[1];
path_q[q++]=box_q[2];
}
break;
}
case MiterJoin:
{
dot_product=(box_q[4].x-box_p[4].x)*(box_q[4].x-box_p[4].x)+
(box_q[4].y-box_p[4].y)*(box_q[4].y-box_p[4].y);
if (dot_product <= miterlimit)
{
path_q[q++]=box_q[4];
path_p[p++]=box_p[4];
}
else
{
path_q[q++]=box_q[1];
path_q[q++]=box_q[2];
path_p[p++]=box_p[1];
path_p[p++]=box_p[2];
}
break;
}
case RoundJoin:
{
dot_product=(box_q[4].x-box_p[4].x)*(box_q[4].x-box_p[4].x)+
(box_q[4].y-box_p[4].y)*(box_q[4].y-box_p[4].y);
if (dot_product <= miterlimit)
path_q[q++]=box_q[4];
else
{
path_q[q++]=box_q[1];
path_q[q++]=box_q[2];
}
center=polygon_primitive[n].point;
theta.p=atan2(box_p[1].y-center.y,box_p[1].x-center.x);
theta.q=atan2(box_p[2].y-center.y,box_p[2].x-center.x);
if (theta.p < theta.q)
theta.p+=2.0*MagickPI;
arc_segments=(size_t) ceil((double) ((theta.p-theta.q)/
(2.0*sqrt((double) (1.0/mid)))));
CheckPathExtent(arc_segments+6*BezierQuantum+360);
path_p[p++]=box_p[1];
for (j=1; j < (ssize_t) arc_segments; j++)
{
delta_theta=(double) (j*(theta.q-theta.p)/arc_segments);
path_p[p].x=(double) (center.x+mid*cos(fmod((double)
(theta.p+delta_theta),DegreesToRadians(360.0))));
path_p[p].y=(double) (center.y+mid*sin(fmod((double)
(theta.p+delta_theta),DegreesToRadians(360.0))));
p++;
}
path_p[p++]=box_p[2];
break;
}
default:
break;
}
slope.p=slope.q;
inverse_slope.p=inverse_slope.q;
box_p[0]=box_p[2];
box_p[1]=box_p[3];
box_q[0]=box_q[2];
box_q[1]=box_q[3];
dx.p=dx.q;
dy.p=dy.q;
n=i;
}
path_p[p++]=box_p[1];
path_q[q++]=box_q[1];
/*
Trace stroked polygon.
*/
stroke_polygon=(PrimitiveInfo *) AcquireQuantumMemory((size_t)
(p+q+2UL*closed_path+2UL),sizeof(*stroke_polygon));
if (stroke_polygon != (PrimitiveInfo *) NULL)
{
for (i=0; i < (ssize_t) p; i++)
{
stroke_polygon[i]=polygon_primitive[0];
stroke_polygon[i].point=path_p[i];
}
if (closed_path != MagickFalse)
{
stroke_polygon[i]=polygon_primitive[0];
stroke_polygon[i].point=stroke_polygon[0].point;
i++;
}
for ( ; i < (ssize_t) (p+q+closed_path); i++)
{
stroke_polygon[i]=polygon_primitive[0];
stroke_polygon[i].point=path_q[p+q+closed_path-(i+1)];
}
if (closed_path != MagickFalse)
{
stroke_polygon[i]=polygon_primitive[0];
stroke_polygon[i].point=stroke_polygon[p+closed_path].point;
i++;
}
stroke_polygon[i]=polygon_primitive[0];
stroke_polygon[i].point=stroke_polygon[0].point;
i++;
stroke_polygon[i].primitive=UndefinedPrimitive;
stroke_polygon[0].coordinates=(size_t) (p+q+2*closed_path+1);
}
path_p=(PointInfo *) RelinquishMagickMemory(path_p);
path_q=(PointInfo *) RelinquishMagickMemory(path_q);
polygon_primitive=(PrimitiveInfo *) RelinquishMagickMemory(polygon_primitive);
return(stroke_polygon);
}
|
dmul_eq_omp.c | /*
This file is part of ParTI!.
ParTI! is free software: you can redistribute it and/or modify
it under the terms of the GNU Lesser General Public License as
published by the Free Software Foundation, either version 3 of
the License, or (at your option) any later version.
ParTI! is distributed in the hope that it will be useful,
but WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
GNU General Public License for more details.
You should have received a copy of the GNU Lesser General Public
License along with ParTI!.
If not, see <http://www.gnu.org/licenses/>.
*/
#include <HiParTI.h>
#include "sptensor.h"
/**
* Openmp parallelized Element wise multiply two sparse tensors, with exactly the same nonzero
* distribution.
* @param[out] Z the result of X*Y, should be uninitialized
* @param[in] X the input X
* @param[in] Y the input Y
*/
int ptiOmpSparseTensorDotMulEq(ptiSparseTensor *Z, ptiSparseTensor * const X, ptiSparseTensor * const Y)
{
ptiNnzIndex i;
/* Ensure X and Y are in same shape */
if(Y->nmodes != X->nmodes) {
pti_CheckError(PTIERR_SHAPE_MISMATCH, "SpTns DotMul", "shape mismatch");
}
for(i = 0; i < X->nmodes; ++i) {
if(Y->ndims[i] != X->ndims[i]) {
pti_CheckError(PTIERR_SHAPE_MISMATCH, "SpTns DotMul", "shape mismatch");
}
}
/* Ensure X and Y have exactly the same nonzero distribution */
if(Y->nnz != X->nnz) {
pti_CheckError(PTIERR_SHAPE_MISMATCH, "SpTns DotMul", "nonzero distribution mismatch");
}
ptiNnzIndex nnz = X->nnz;
ptiCopySparseTensor(Z, X, 1);
ptiTimer timer;
ptiNewTimer(&timer, 0);
ptiStartTimer(timer);
#pragma omp parallel for
for(i=0; i< nnz; ++i)
Z->values.data[i] = X->values.data[i] * Y->values.data[i];
ptiStopTimer(timer);
ptiPrintElapsedTime(timer, "OMP SpTns DotMul");
ptiFreeTimer(timer);
/* Check whether elements become zero after adding.
If so, fill the gap with the [nnz-1]'th element.
*/
pti_SparseTensorCollectZeros(Z);
/* Sort the indices */
ptiSparseTensorSortIndex(Z, 1, 1);
return 0;
}
|
GB_binop__rminus_fc64.c |
//------------------------------------------------------------------------------
// GB_binop: hard-coded functions for each built-in binary operator
//------------------------------------------------------------------------------
// SuiteSparse:GraphBLAS, Timothy A. Davis, (c) 2017-2022, All Rights Reserved.
// SPDX-License-Identifier: Apache-2.0
//------------------------------------------------------------------------------
// If this file is in the Generated2/ folder, do not edit it
// (it is auto-generated from Generator/*).
#include "GB.h"
#ifndef GBCOMPACT
#include "GB_emult.h"
#include "GB_control.h"
#include "GB_ek_slice.h"
#include "GB_dense.h"
#include "GB_atomics.h"
#include "GB_bitmap_assign_methods.h"
#include "GB_binop__include.h"
// C=binop(A,B) is defined by the following types and operators:
// A+B function (eWiseAdd): GB (_AaddB__rminus_fc64)
// A.*B function (eWiseMult): GB (_AemultB_08__rminus_fc64)
// A.*B function (eWiseMult): GB (_AemultB_02__rminus_fc64)
// A.*B function (eWiseMult): GB (_AemultB_04__rminus_fc64)
// A.*B function (eWiseMult): GB (_AemultB_bitmap__rminus_fc64)
// A*D function (colscale): GB (_AxD__rminus_fc64)
// D*A function (rowscale): GB (_DxB__rminus_fc64)
// C+=B function (dense accum): GB (_Cdense_accumB__rminus_fc64)
// C+=b function (dense accum): GB (_Cdense_accumb__rminus_fc64)
// C+=A+B function (dense ewise3): GB (_Cdense_ewise3_accum__rminus_fc64)
// C=A+B function (dense ewise3): GB (_Cdense_ewise3_noaccum__rminus_fc64)
// C=scalar+B GB (_bind1st__rminus_fc64)
// C=scalar+B' GB (_bind1st_tran__rminus_fc64)
// C=A+scalar GB (_bind2nd__rminus_fc64)
// C=A'+scalar GB (_bind2nd_tran__rminus_fc64)
// C type: GxB_FC64_t
// A type: GxB_FC64_t
// A pattern? 0
// B type: GxB_FC64_t
// B pattern? 0
// BinaryOp: cij = GB_FC64_minus (bij, aij)
#define GB_ATYPE \
GxB_FC64_t
#define GB_BTYPE \
GxB_FC64_t
#define GB_CTYPE \
GxB_FC64_t
// true if the types of A and B are identical
#define GB_ATYPE_IS_BTYPE \
1
// true if the types of C and A are identical
#define GB_CTYPE_IS_ATYPE \
1
// true if the types of C and B are identical
#define GB_CTYPE_IS_BTYPE \
1
// aij = Ax [pA]
#define GB_GETA(aij,Ax,pA,A_iso) \
GxB_FC64_t aij = GBX (Ax, pA, A_iso)
// true if values of A are not used
#define GB_A_IS_PATTERN \
0 \
// bij = Bx [pB]
#define GB_GETB(bij,Bx,pB,B_iso) \
GxB_FC64_t bij = GBX (Bx, pB, B_iso)
// true if values of B are not used
#define GB_B_IS_PATTERN \
0 \
// declare scalar of the same type as C
#define GB_CTYPE_SCALAR(t) \
GxB_FC64_t t
// cij = Ax [pA]
#define GB_COPY_A_TO_C(cij,Ax,pA,A_iso) \
cij = GBX (Ax, pA, A_iso)
// cij = Bx [pB]
#define GB_COPY_B_TO_C(cij,Bx,pB,B_iso) \
cij = GBX (Bx, pB, B_iso)
#define GB_CX(p) Cx [p]
// binary operator
#define GB_BINOP(z,x,y,i,j) \
z = GB_FC64_minus (y, x) ;
// true if the binop must be flipped
#define GB_BINOP_FLIP \
0
// op is second
#define GB_OP_IS_SECOND \
0
// do the numerical phases of GB_add and GB_emult
#define GB_PHASE_2_OF_2
// hard-coded loops can be vectorized
#define GB_PRAGMA_SIMD_VECTORIZE GB_PRAGMA_SIMD
// disable this operator and use the generic case if these conditions hold
#define GB_DISABLE \
(GxB_NO_RMINUS || GxB_NO_FC64 || GxB_NO_RMINUS_FC64)
//------------------------------------------------------------------------------
// C += A+B, all 3 matrices dense
//------------------------------------------------------------------------------
// The op must be MIN, MAX, PLUS, MINUS, RMINUS, TIMES, DIV, or RDIV.
void GB (_Cdense_ewise3_accum__rminus_fc64)
(
GrB_Matrix C,
const GrB_Matrix A,
const GrB_Matrix B,
const int nthreads
)
{
#include "GB_dense_ewise3_accum_template.c"
}
//------------------------------------------------------------------------------
// C = A+B, all 3 matrices dense
//------------------------------------------------------------------------------
void GB (_Cdense_ewise3_noaccum__rminus_fc64)
(
GrB_Matrix C,
const GrB_Matrix A,
const GrB_Matrix B,
const int nthreads
)
{
#include "GB_dense_ewise3_noaccum_template.c"
}
//------------------------------------------------------------------------------
// C += B, accumulate a sparse matrix into a dense matrix
//------------------------------------------------------------------------------
GrB_Info GB (_Cdense_accumB__rminus_fc64)
(
GrB_Matrix C,
const GrB_Matrix B,
const int64_t *B_ek_slicing, const int B_ntasks, const int B_nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
{
#include "GB_dense_subassign_23_template.c"
}
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// C += b, accumulate a scalar into a dense matrix
//------------------------------------------------------------------------------
GrB_Info GB (_Cdense_accumb__rminus_fc64)
(
GrB_Matrix C,
const GB_void *p_bwork,
const int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
{
// get the scalar b for C += b, of type GxB_FC64_t
GxB_FC64_t bwork = (*((GxB_FC64_t *) p_bwork)) ;
#include "GB_dense_subassign_22_template.c"
return (GrB_SUCCESS) ;
}
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// C = A*D, column scale with diagonal D matrix
//------------------------------------------------------------------------------
GrB_Info GB (_AxD__rminus_fc64)
(
GrB_Matrix C,
const GrB_Matrix A,
const GrB_Matrix D,
const int64_t *A_ek_slicing, const int A_ntasks, const int A_nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
GxB_FC64_t *restrict Cx = (GxB_FC64_t *) C->x ;
#include "GB_AxB_colscale_template.c"
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// C = D*B, row scale with diagonal D matrix
//------------------------------------------------------------------------------
GrB_Info GB (_DxB__rminus_fc64)
(
GrB_Matrix C,
const GrB_Matrix D,
const GrB_Matrix B,
int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
GxB_FC64_t *restrict Cx = (GxB_FC64_t *) C->x ;
#include "GB_AxB_rowscale_template.c"
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// eWiseAdd: C=A+B, C<M>=A+B, C<!M>=A+B
//------------------------------------------------------------------------------
GrB_Info GB (_AaddB__rminus_fc64)
(
GrB_Matrix C,
const int C_sparsity,
const GrB_Matrix M,
const bool Mask_struct,
const bool Mask_comp,
const GrB_Matrix A,
const GrB_Matrix B,
const bool is_eWiseUnion,
const GB_void *alpha_scalar_in,
const GB_void *beta_scalar_in,
const bool Ch_is_Mh,
const int64_t *restrict C_to_M,
const int64_t *restrict C_to_A,
const int64_t *restrict C_to_B,
const GB_task_struct *restrict TaskList,
const int C_ntasks,
const int C_nthreads,
GB_Context Context
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
GB_WERK_DECLARE (M_ek_slicing, int64_t) ;
GB_WERK_DECLARE (A_ek_slicing, int64_t) ;
GB_WERK_DECLARE (B_ek_slicing, int64_t) ;
GxB_FC64_t alpha_scalar ;
GxB_FC64_t beta_scalar ;
if (is_eWiseUnion)
{
alpha_scalar = (*((GxB_FC64_t *) alpha_scalar_in)) ;
beta_scalar = (*((GxB_FC64_t *) beta_scalar_in )) ;
}
#include "GB_add_template.c"
GB_FREE_WORKSPACE ;
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// eWiseMult: C=A.*B, C<M>=A.*B, or C<M!>=A.*B where C is sparse/hyper
//------------------------------------------------------------------------------
GrB_Info GB (_AemultB_08__rminus_fc64)
(
GrB_Matrix C,
const int C_sparsity,
const int ewise_method,
const GrB_Matrix M,
const bool Mask_struct,
const bool Mask_comp,
const GrB_Matrix A,
const GrB_Matrix B,
const int64_t *restrict C_to_M,
const int64_t *restrict C_to_A,
const int64_t *restrict C_to_B,
const GB_task_struct *restrict TaskList,
const int C_ntasks,
const int C_nthreads,
GB_Context Context
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
#include "GB_emult_08_meta.c"
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// eWiseMult: C<#> = A.*B when A is sparse/hyper and B is bitmap/full
//------------------------------------------------------------------------------
GrB_Info GB (_AemultB_02__rminus_fc64)
(
GrB_Matrix C,
const GrB_Matrix M,
const bool Mask_struct,
const bool Mask_comp,
const GrB_Matrix A,
const GrB_Matrix B,
const bool flipxy,
const int64_t *restrict Cp_kfirst,
const int64_t *A_ek_slicing, const int A_ntasks, const int A_nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
#if GB_BINOP_FLIP
// The operator is not commutative, and does not have a flipped
// variant. For example z=atan2(y,x).
if (flipxy)
{
// use fmult(y,x)
#undef GB_FLIPPED
#define GB_FLIPPED 1
#include "GB_emult_02_template.c"
}
else
{
// use fmult(x,y)
#undef GB_FLIPPED
#define GB_FLIPPED 0
#include "GB_emult_02_template.c"
}
#else
// No need to handle the flip: the operator is either commutative, or
// has been handled by changing z=div(y,x) to z=rdiv(x,y) for example.
#undef GB_FLIPPED
#define GB_FLIPPED 0
#include "GB_emult_02_template.c"
#endif
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// eWiseMult: C<M> = A.*B, M sparse/hyper, A and B bitmap/full
//------------------------------------------------------------------------------
GrB_Info GB (_AemultB_04__rminus_fc64)
(
GrB_Matrix C,
const GrB_Matrix M,
const bool Mask_struct,
const GrB_Matrix A,
const GrB_Matrix B,
const int64_t *restrict Cp_kfirst,
const int64_t *M_ek_slicing, const int M_ntasks, const int M_nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
#include "GB_emult_04_template.c"
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// eWiseMult: C=A.*B, C<M>=A.*B, C<!M>=A.*B where C is bitmap
//------------------------------------------------------------------------------
GrB_Info GB (_AemultB_bitmap__rminus_fc64)
(
GrB_Matrix C,
const int ewise_method,
const GrB_Matrix M,
const bool Mask_struct,
const bool Mask_comp,
const GrB_Matrix A,
const GrB_Matrix B,
const int64_t *M_ek_slicing, const int M_ntasks, const int M_nthreads,
const int C_nthreads,
GB_Context Context
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
#include "GB_bitmap_emult_template.c"
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// Cx = op (x,Bx): apply a binary operator to a matrix with scalar bind1st
//------------------------------------------------------------------------------
GrB_Info GB (_bind1st__rminus_fc64)
(
GB_void *Cx_output, // Cx and Bx may be aliased
const GB_void *x_input,
const GB_void *Bx_input,
const int8_t *restrict Bb,
int64_t bnz,
int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
GxB_FC64_t *Cx = (GxB_FC64_t *) Cx_output ;
GxB_FC64_t x = (*((GxB_FC64_t *) x_input)) ;
GxB_FC64_t *Bx = (GxB_FC64_t *) Bx_input ;
int64_t p ;
#pragma omp parallel for num_threads(nthreads) schedule(static)
for (p = 0 ; p < bnz ; p++)
{
if (!GBB (Bb, p)) continue ;
GxB_FC64_t bij = GBX (Bx, p, false) ;
Cx [p] = GB_FC64_minus (bij, x) ;
}
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// Cx = op (Ax,y): apply a binary operator to a matrix with scalar bind2nd
//------------------------------------------------------------------------------
GrB_Info GB (_bind2nd__rminus_fc64)
(
GB_void *Cx_output, // Cx and Ax may be aliased
const GB_void *Ax_input,
const GB_void *y_input,
const int8_t *restrict Ab,
int64_t anz,
int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
int64_t p ;
GxB_FC64_t *Cx = (GxB_FC64_t *) Cx_output ;
GxB_FC64_t *Ax = (GxB_FC64_t *) Ax_input ;
GxB_FC64_t y = (*((GxB_FC64_t *) y_input)) ;
#pragma omp parallel for num_threads(nthreads) schedule(static)
for (p = 0 ; p < anz ; p++)
{
if (!GBB (Ab, p)) continue ;
GxB_FC64_t aij = GBX (Ax, p, false) ;
Cx [p] = GB_FC64_minus (y, aij) ;
}
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// C = op (x, A'): transpose and apply a binary operator
//------------------------------------------------------------------------------
// cij = op (x, aij), no typecasting (in spite of the macro name)
#undef GB_CAST_OP
#define GB_CAST_OP(pC,pA) \
{ \
GxB_FC64_t aij = GBX (Ax, pA, false) ; \
Cx [pC] = GB_FC64_minus (aij, x) ; \
}
GrB_Info GB (_bind1st_tran__rminus_fc64)
(
GrB_Matrix C,
const GB_void *x_input,
const GrB_Matrix A,
int64_t *restrict *Workspaces,
const int64_t *restrict A_slice,
int nworkspaces,
int nthreads
)
{
// GB_unop_transpose.c uses GB_ATYPE, but A is
// the 2nd input to binary operator z=f(x,y).
#undef GB_ATYPE
#define GB_ATYPE \
GxB_FC64_t
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
GxB_FC64_t x = (*((const GxB_FC64_t *) x_input)) ;
#include "GB_unop_transpose.c"
return (GrB_SUCCESS) ;
#endif
#undef GB_ATYPE
#define GB_ATYPE \
GxB_FC64_t
}
//------------------------------------------------------------------------------
// C = op (A', y): transpose and apply a binary operator
//------------------------------------------------------------------------------
// cij = op (aij, y), no typecasting (in spite of the macro name)
#undef GB_CAST_OP
#define GB_CAST_OP(pC,pA) \
{ \
GxB_FC64_t aij = GBX (Ax, pA, false) ; \
Cx [pC] = GB_FC64_minus (y, aij) ; \
}
GrB_Info GB (_bind2nd_tran__rminus_fc64)
(
GrB_Matrix C,
const GrB_Matrix A,
const GB_void *y_input,
int64_t *restrict *Workspaces,
const int64_t *restrict A_slice,
int nworkspaces,
int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
GxB_FC64_t y = (*((const GxB_FC64_t *) y_input)) ;
#include "GB_unop_transpose.c"
return (GrB_SUCCESS) ;
#endif
}
#endif
|
Optimizer.h | /*
* Optimizer.h
*
* Created by Guido Novati on 30.10.18.
* Copyright 2018 ETH Zurich. All rights reserved.
*
*/
#pragma once
#include <fstream>
#include "Network.h"
struct MomentumSGD
{
const Real eta;
const Real normalization; // 1/batchSize
const Real beta;
const Real lambda;
MomentumSGD(const Real _eta, // Learning rate
const int batchSize,
const Real _beta1,
const Real _beta2,
const Real _lambda
) : eta(_eta), normalization(1./batchSize), beta(_beta1), lambda(_lambda) {}
// perform gradient update for a parameter array:
inline void step (
const int size, // parameter array's size
Real* const param, // parameter array
Real* const grad, // parameter array gradient
Real* const mom1st, // parameter array gradient 1st moment
Real* const mom2nd // parameter array gradient 2nd moment (unused)
) const
{
#pragma omp for schedule (dynamic, 64/sizeof(Real)) nowait
for (int i = 0; i < size; i++)
{
// grad has two components: minimize loss function and L2 penalization:
const Real G = normalization * grad[i] + lambda * param[i];
mom1st[i] = beta * mom1st[i] - eta * G;
param[i] = param[i] + mom1st[i];
}
}
};
template<typename Algorithm>
struct Optimizer
{
Network& NET;
const Real eta, beta_1, beta_2, lambda;
// grab the reference to network weights and parameters
std::vector<Params*> & parms = NET.params;
std::vector<Params*> & grads = NET.grads;
// allocate space to store first (and if needed second) moment of the grad
// which will allow us to learn with momentum:
std::vector<Params*> momentum_1st = NET.allocateGrad();
std::vector<Params*> momentum_2nd = NET.allocateGrad();
// counter of gradient step:
size_t step = 0;
// Constructor:
Optimizer(Network& NN, Real LR = .001, // Learning rate. Should be in range [1e-5 to 1e-2]
Real L2penal = 0, // L2 penalization coefficient. Found by exploration.
Real B1 = .900, // Momentum coefficient. Should be in range [.5 to .9]
Real B2 = .999 // Second moment coefficient. Currently not in use.
) :
NET(NN), eta(LR), beta_1(B1), beta_2(B2), lambda(L2penal) {
}
virtual ~Optimizer() {
for (auto& p : momentum_1st)
_dispose_object(p);
for (auto& p : momentum_2nd)
_dispose_object(p);
}
virtual void update(const int batchSize)
{
assert(parms.size() == grads.size());
assert(parms.size() == momentum_1st.size());
assert(parms.size() == momentum_2nd.size());
// Given some learning algorithm..
const Algorithm algo(eta, batchSize, beta_1, beta_2, lambda);
// ... loop over all parameter arrays and compute the update:
#pragma omp parallel
for (size_t j = 0; j < parms.size(); j++)
{
if (parms[j] == nullptr) continue; //layer does not have parameters
if (parms[j]->nWeights > 0)
{
algo.step(parms[j]->nWeights,
parms[j]->weights, grads[j]->weights,
momentum_1st[j]->weights, momentum_2nd[j]->weights);
}
if (parms[j]->nBiases > 0)
{
algo.step(parms[j]->nBiases,
parms[j]->biases, grads[j]->biases,
momentum_1st[j]->biases, momentum_2nd[j]->biases);
}
}
for (size_t j = 0; j < parms.size(); j++)
if ( parms[j] not_eq nullptr ) {
grads[j]->clearBias();
grads[j]->clearWeight();
}
step++;
}
};
|
GB_unaryop__minv_int16_uint8.c | //------------------------------------------------------------------------------
// GB_unaryop: hard-coded functions for each built-in unary operator
//------------------------------------------------------------------------------
// SuiteSparse:GraphBLAS, Timothy A. Davis, (c) 2017-2019, All Rights Reserved.
// http://suitesparse.com See GraphBLAS/Doc/License.txt for license.
//------------------------------------------------------------------------------
// If this file is in the Generated/ folder, do not edit it (auto-generated).
#include "GB.h"
#ifndef GBCOMPACT
#include "GB_control.h"
#include "GB_iterator.h"
#include "GB_unaryop__include.h"
// C=unop(A) is defined by the following types and operators:
// op(A) function: GB_unop__minv_int16_uint8
// op(A') function: GB_tran__minv_int16_uint8
// C type: int16_t
// A type: uint8_t
// cast: int16_t cij = (int16_t) aij
// unaryop: cij = GB_IMINV_SIGNED (aij, 16)
#define GB_ATYPE \
uint8_t
#define GB_CTYPE \
int16_t
// aij = Ax [pA]
#define GB_GETA(aij,Ax,pA) \
uint8_t aij = Ax [pA]
#define GB_CX(p) Cx [p]
// unary operator
#define GB_OP(z, x) \
z = GB_IMINV_SIGNED (x, 16) ;
// casting
#define GB_CASTING(z, x) \
int16_t z = (int16_t) x ;
// cij = op (cast (aij))
#define GB_CAST_OP(pC,pA) \
{ \
/* aij = Ax [pA] */ \
GB_GETA (aij, Ax, pA) ; \
/* Cx [pC] = op (cast (aij)) */ \
GB_CASTING (x, aij) ; \
GB_OP (GB_CX (pC), x) ; \
}
// disable this operator and use the generic case if these conditions hold
#define GB_DISABLE \
(GxB_NO_MINV || GxB_NO_INT16 || GxB_NO_UINT8)
//------------------------------------------------------------------------------
// Cx = op (cast (Ax)): apply a unary operator
//------------------------------------------------------------------------------
GrB_Info GB_unop__minv_int16_uint8
(
int16_t *restrict Cx,
const uint8_t *restrict Ax,
int64_t anz,
int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
#pragma omp parallel for num_threads(nthreads) schedule(static)
for (int64_t p = 0 ; p < anz ; p++)
{
GB_CAST_OP (p, p) ;
}
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// C = op (cast (A')): transpose, typecast, and apply a unary operator
//------------------------------------------------------------------------------
GrB_Info GB_tran__minv_int16_uint8
(
GrB_Matrix C,
const GrB_Matrix A,
int64_t *restrict *Rowcounts,
GBI_single_iterator Iter,
const int64_t *restrict A_slice,
int naslice
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
#define GB_PHASE_2_OF_2
#include "GB_unaryop_transpose.c"
return (GrB_SUCCESS) ;
#endif
}
#endif
|
calc_dt_kernel_c.c | /*Crown Copyright 2012 AWE.
*
* This file is part of CloverLeaf.
*
* CloverLeaf is free software: you can redistribute it and/or modify it under
* the terms of the GNU General Public License as published by the
* Free Software Foundation, either version 3 of the License, or (at your option)
* any later version.
*
* CloverLeaf is distributed in the hope that it will be useful, but
* WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or
* FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more
* details.
*
* You should have received a copy of the GNU General Public License along with
* CloverLeaf. If not, see http://www.gnu.org/licenses/. */
/**
* @brief C timestep kernel
* @author Wayne Gaudin
* @details calculates the minimum timestep on the mesh chunk based on the CFL
* condition, the velocity gradient and the velocity divergence. A safety
* factor is used to ensure numerical stability.
*/
#include <stdio.h>
#include <stdlib.h>
#include "ftocmacros.h"
#include <math.h>
void calc_dt_kernel_c_(int *xmin,int *xmax,int *ymin,int *ymax,
double *gsmall,double *gbig,double *mindt,
double *dtcsafe,
double *dtusafe,
double *dtvsafe,
double *dtdivsafe,
double *xarea,
double *yarea,
double *cellx,
double *celly,
double *celldx,
double *celldy,
double *volume,
double *density0,
double *energy0,
double *pressure,
double *viscosity,
double *soundspeed,
double *xvel0,
double *yvel0,
double *dt_min,
double *dtminval,
int *dtlcontrol,
double *xlpos,
double *ylpos,
int *jldt,
int *kldt,
int *smll)
{
int x_min=*xmin;
int x_max=*xmax;
int y_min=*ymin;
int y_max=*ymax;
double g_small=*gsmall;
double g_big=*gbig;
double dt_min_val=*dtminval;
double dtc_safe=*dtcsafe;
double dtu_safe=*dtusafe;
double dtv_safe=*dtvsafe;
double dtdiv_safe=*dtdivsafe;
double min_dt=*mindt;
int dtl_control=*dtlcontrol;
double xl_pos=*xlpos;
double yl_pos=*ylpos;
int j_ldt=*jldt;
int k_ldt=*kldt;
int small=*smll;
int j,k;
double div,dsx,dsy,dtut,dtvt,dtct,dtdivt,cc,dv1,dv2,jk_control;
small=0;
dt_min_val = g_big;
jk_control=1.1;
#pragma omp parallel
{
#pragma omp for private(dsx,dsy,cc,dv1,dv2,div,dtct,dtut,dtvt,dtdivt,j,k)
for (k=y_min;k<=y_max;k++) {
#pragma ivdep
for (j=x_min;j<=x_max;j++) {
dsx=celldx[FTNREF1D(j,x_min-2)];
dsy=celldy[FTNREF1D(k,y_min-2)];
cc=soundspeed[FTNREF2D(j,k,x_max+4,x_min-2,y_min-2)]*soundspeed[FTNREF2D(j,k,x_max+4,x_min-2,y_min-2)];
cc=cc+2.0*viscosity[FTNREF2D(j,k,x_max+4,x_min-2,y_min-2)]/density0[FTNREF2D(j,k,x_max+4,x_min-2,y_min-2)];
cc=MAX(sqrt(cc),g_small);
dtct=dtc_safe*MIN(dsx,dsy)/cc;
div=0.0;
dv1=(xvel0[FTNREF2D(j ,k ,x_max+5,x_min-2,y_min-2)]+xvel0[FTNREF2D(j ,k+1,x_max+5,x_min-2,y_min-2)])*xarea[FTNREF2D(j ,k ,x_max+5,x_min-2,y_min-2)];
dv2=(xvel0[FTNREF2D(j+1,k ,x_max+5,x_min-2,y_min-2)]+xvel0[FTNREF2D(j+1,k+1,x_max+5,x_min-2,y_min-2)])*xarea[FTNREF2D(j+1,k ,x_max+5,x_min-2,y_min-2)];
div=div+dv2-dv1;
dtut=dtu_safe*2.0*volume[FTNREF2D(j,k,x_max+4,x_min-2,y_min-2)]/MAX(fabs(dv1),MAX(fabs(dv2),g_small*volume[FTNREF2D(j,k,x_max+4,x_min-2,y_min-2)]));
dv1=(yvel0[FTNREF2D(j,k,x_max+5,x_min-2,y_min-2)]+yvel0[FTNREF2D(j+1,k,x_max+5,x_min-2,y_min-2)])*yarea[FTNREF2D(j,k,x_max+4,x_min-2,y_min-2)];
dv2=(yvel0[FTNREF2D(j,k+1,x_max+5,x_min-2,y_min-2)]+yvel0[FTNREF2D(j+1,k+1,x_max+5,x_min-2,y_min-2)])*yarea[FTNREF2D(j,k+1,x_max+4,x_min-2,y_min-2)];
div=div+dv2-dv1;
dtvt=dtv_safe*2.0*volume[FTNREF2D(j,k,x_max+4,x_min-2,y_min-2)]/MAX(fabs(dv1),MAX(fabs(dv2),g_small*volume[FTNREF2D(j,k,x_max+4,x_min-2,y_min-2)]));
div=div/(2.0*volume[FTNREF2D(j,k,x_max+4,x_min-2,y_min-2)]);
if(div < -g_small) {
dtdivt=dtdiv_safe*(-1.0/div);
}
else {
dtdivt=g_big;
}
dt_min[FTNREF2D(j,k,x_max+5,x_min-2,y_min-2)]=MIN(dtct,MIN(dtut,MIN(dtvt,dtdivt)));
}
}
#pragma omp for private(j) reduction(min:dt_min_val)
for (k=y_min;k<=y_max;k++) {
#pragma ivdep
for (j=x_min;j<=x_max;j++) {
if(dt_min[FTNREF2D(j,k,x_max+5,x_min-2,y_min-2)] < dt_min_val) dt_min_val=dt_min[FTNREF2D(j,k,x_max+5,x_min-2,y_min-2)];
}
}
}
// Extract the mimimum timestep information
dtl_control=10.01*(jk_control-(int)(jk_control));
jk_control=jk_control-(jk_control-(int)(jk_control));
j_ldt=1; //MOD(INT(jk_control),x_max)
k_ldt=1; //1+(jk_control/x_max)
//xl_pos=cellx[FTNREF1D(j_ldt,xmin-2)];
//yl_pos=celly[FTNREF1D(j_ldt,ymin-2)];
if(dt_min_val < min_dt) small=1;
*dtminval=dt_min_val;
*dtlcontrol=1;
*xlpos=xl_pos;
*ylpos=yl_pos;
*jldt=j_ldt;
*kldt=k_ldt;
if(small != 0) {
printf("Timestep information:\n");
printf("j, k :%i %i \n",j_ldt,k_ldt);
printf("x, y :%f %f \n",xl_pos,yl_pos);
printf("timestep : %f\n",dt_min_val);
printf("Cell velocities;\n");
printf("%f %f \n",xvel0[FTNREF2D(j_ldt ,k_ldt ,x_max+5,x_min-2,y_min-2)],yvel0[FTNREF2D(j_ldt ,k_ldt ,x_max+5,x_min-2,y_min-2)]);
printf("%f %f \n",xvel0[FTNREF2D(j_ldt+1,k_ldt ,x_max+5,x_min-2,y_min-2)],yvel0[FTNREF2D(j_ldt+1,k_ldt ,x_max+5,x_min-2,y_min-2)]);
printf("%f %f \n",xvel0[FTNREF2D(j_ldt+1,k_ldt+1,x_max+5,x_min-2,y_min-2)],yvel0[FTNREF2D(j_ldt+1,k_ldt+1,x_max+5,x_min-2,y_min-2)]);
printf("%f %f \n",xvel0[FTNREF2D(j_ldt ,k_ldt+1,x_max+5,x_min-2,y_min-2)],yvel0[FTNREF2D(j_ldt ,k_ldt+1,x_max+5,x_min-2,y_min-2)]);
printf("density, energy, pressure, soundspeed \n");
printf("%f %f %f %f \n",density0[FTNREF2D(j_ldt,k_ldt,x_max+4,x_min-2,y_min-2)],energy0[FTNREF2D(j_ldt,k_ldt,x_max+4,x_min-2,y_min-2)],pressure[FTNREF2D(j_ldt,k_ldt,x_max+4,x_min-2,y_min-2)],soundspeed[FTNREF2D(j_ldt,k_ldt,x_max+4,x_min-2,y_min-2)]);
}
}
|
declare_mapper_ast_print.c | // RUN: %clang_cc1 -verify -fopenmp -ast-print %s | FileCheck %s
// RUN: %clang_cc1 -fopenmp -emit-pch -o %t %s
// RUN: %clang_cc1 -fopenmp -include-pch %t -fsyntax-only -verify %s -ast-print | FileCheck %s
// RUN: %clang_cc1 -verify -fopenmp-simd -ast-print %s | FileCheck %s
// RUN: %clang_cc1 -fopenmp-simd -emit-pch -o %t %s
// RUN: %clang_cc1 -fopenmp-simd -include-pch %t -fsyntax-only -verify %s -ast-print | FileCheck %s
// RUN: %clang_cc1 -DOMP51 -verify -fopenmp -fopenmp-version=51 -ast-print %s | FileCheck -check-prefixes=CHECK,OMP51 %s
// RUN: %clang_cc1 -DOMP51 -fopenmp -fopenmp-version=51 -emit-pch -o %t %s
// RUN: %clang_cc1 -DOMP51 -fopenmp -fopenmp-version=51 -include-pch %t -fsyntax-only -verify %s -ast-print | FileCheck -check-prefixes=CHECK,OMP51 %s
// RUN: %clang_cc1 -DOMP51 -verify -fopenmp-simd -fopenmp-version=51 -ast-print %s | FileCheck -check-prefixes=CHECK,OMP51 %s
// RUN: %clang_cc1 -DOMP51 -fopenmp-simd -fopenmp-version=51 -emit-pch -o %t %s
// RUN: %clang_cc1 -DOMP51 -fopenmp-simd -fopenmp-version=51 -include-pch %t -fsyntax-only -verify %s -ast-print | FileCheck -check-prefixes=CHECK,OMP51 %s
// expected-no-diagnostics
#ifndef HEADER
#define HEADER
// CHECK: struct vec {
struct vec {
int len;
double *data;
};
// CHECK: };
// CHECK: struct dat {
struct dat {
int i;
double d;
#pragma omp declare mapper(id: struct vec v) map(v.len)
// CHECK: #pragma omp declare mapper (id : struct vec v) map(tofrom: v.len){{$}}
};
// CHECK: };
#pragma omp declare mapper(id: struct vec v) map(v.len)
// CHECK: #pragma omp declare mapper (id : struct vec v) map(tofrom: v.len){{$}}
#pragma omp declare mapper(default : struct vec kk) map(kk.len) map(kk.data[0:2])
// CHECK: #pragma omp declare mapper (default : struct vec kk) map(tofrom: kk.len) map(tofrom: kk.data[0:2]){{$}}
#pragma omp declare mapper(struct dat d) map(to: d.d)
// CHECK: #pragma omp declare mapper (default : struct dat d) map(to: d.d){{$}}
// CHECK: int main() {
int main(void) {
#pragma omp declare mapper(id: struct vec v) map(v.len)
// CHECK: #pragma omp declare mapper (id : struct vec v) map(tofrom: v.len)
{
#pragma omp declare mapper(id: struct vec v) map(v.len)
// CHECK: #pragma omp declare mapper (id : struct vec v) map(tofrom: v.len)
struct vec vv;
struct dat dd[10];
#pragma omp target map(mapper(id) alloc: vv)
// CHECK: #pragma omp target map(mapper(id),alloc: vv)
{ vv.len++; }
#pragma omp target map(mapper(default), from: dd[0:10])
// CHECK: #pragma omp target map(mapper(default),from: dd[0:10])
{ dd[0].i++; }
#pragma omp target update to(mapper(id): vv) from(mapper(default): dd[0:10])
// CHECK: #pragma omp target update to(mapper(id): vv) from(mapper(default): dd[0:10])
#ifdef OMP51
#pragma omp target update to(mapper(id) present: vv) from(mapper(default), present: dd[0:10])
// OMP51: #pragma omp target update to(mapper(id), present: vv) from(mapper(default), present: dd[0:10])
#pragma omp target update to(present mapper(id): vv) from(present, mapper(default): dd[0:10])
// OMP51: #pragma omp target update to(present, mapper(id): vv) from(present, mapper(default): dd[0:10])
#endif
}
return 0;
}
// CHECK: }
#endif
|
GB_unaryop__minv_int16_uint8.c | //------------------------------------------------------------------------------
// GB_unaryop: hard-coded functions for each built-in unary operator
//------------------------------------------------------------------------------
// SuiteSparse:GraphBLAS, Timothy A. Davis, (c) 2017-2019, All Rights Reserved.
// http://suitesparse.com See GraphBLAS/Doc/License.txt for license.
//------------------------------------------------------------------------------
// If this file is in the Generated/ folder, do not edit it (auto-generated).
#include "GB.h"
#ifndef GBCOMPACT
#include "GB_control.h"
#include "GB_iterator.h"
#include "GB_unaryop__include.h"
// C=unop(A) is defined by the following types and operators:
// op(A) function: GB_unop__minv_int16_uint8
// op(A') function: GB_tran__minv_int16_uint8
// C type: int16_t
// A type: uint8_t
// cast: int16_t cij = (int16_t) aij
// unaryop: cij = GB_IMINV_SIGNED (aij, 16)
#define GB_ATYPE \
uint8_t
#define GB_CTYPE \
int16_t
// aij = Ax [pA]
#define GB_GETA(aij,Ax,pA) \
uint8_t aij = Ax [pA]
#define GB_CX(p) Cx [p]
// unary operator
#define GB_OP(z, x) \
z = GB_IMINV_SIGNED (x, 16) ;
// casting
#define GB_CASTING(z, x) \
int16_t z = (int16_t) x ;
// cij = op (cast (aij))
#define GB_CAST_OP(pC,pA) \
{ \
/* aij = Ax [pA] */ \
GB_GETA (aij, Ax, pA) ; \
/* Cx [pC] = op (cast (aij)) */ \
GB_CASTING (x, aij) ; \
GB_OP (GB_CX (pC), x) ; \
}
// disable this operator and use the generic case if these conditions hold
#define GB_DISABLE \
(GxB_NO_MINV || GxB_NO_INT16 || GxB_NO_UINT8)
//------------------------------------------------------------------------------
// Cx = op (cast (Ax)): apply a unary operator
//------------------------------------------------------------------------------
GrB_Info GB_unop__minv_int16_uint8
(
int16_t *restrict Cx,
const uint8_t *restrict Ax,
int64_t anz,
int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
#pragma omp parallel for num_threads(nthreads) schedule(static)
for (int64_t p = 0 ; p < anz ; p++)
{
GB_CAST_OP (p, p) ;
}
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// C = op (cast (A')): transpose, typecast, and apply a unary operator
//------------------------------------------------------------------------------
GrB_Info GB_tran__minv_int16_uint8
(
GrB_Matrix C,
const GrB_Matrix A,
int64_t **Rowcounts,
GBI_single_iterator Iter,
const int64_t *restrict A_slice,
int naslice
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
#define GB_PHASE_2_OF_2
#include "GB_unaryop_transpose.c"
return (GrB_SUCCESS) ;
#endif
}
#endif
|
ocp_nlp_sqp_rti.c | /*
* Copyright 2019 Gianluca Frison, Dimitris Kouzoupis, Robin Verschueren,
* Andrea Zanelli, Niels van Duijkeren, Jonathan Frey, Tommaso Sartor,
* Branimir Novoselnik, Rien Quirynen, Rezart Qelibari, Dang Doan,
* Jonas Koenemann, Yutao Chen, Tobias Schöls, Jonas Schlagenhauf, Moritz Diehl
*
* This file is part of acados.
*
* The 2-Clause BSD License
*
* 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 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 THE COPYRIGHT HOLDER 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 "acados/ocp_nlp/ocp_nlp_sqp_rti.h"
// external
#include <assert.h>
#include <math.h>
#include <string.h>
#include <stdio.h>
#include <stdlib.h>
#if defined(ACADOS_WITH_OPENMP)
#include <omp.h>
#endif
// blasfeo
#include "blasfeo/include/blasfeo_d_aux.h"
#include "blasfeo/include/blasfeo_d_aux_ext_dep.h"
#include "blasfeo/include/blasfeo_d_blas.h"
// acados
#include "acados/ocp_nlp/ocp_nlp_common.h"
#include "acados/ocp_nlp/ocp_nlp_dynamics_cont.h"
#include "acados/ocp_nlp/ocp_nlp_reg_common.h"
#include "acados/ocp_qp/ocp_qp_common.h"
#include "acados/sim/sim_common.h"
#include "acados/utils/mem.h"
#include "acados/utils/print.h"
#include "acados/utils/timing.h"
#include "acados/utils/types.h"
/************************************************
* options
************************************************/
int ocp_nlp_sqp_rti_opts_calculate_size(void *config_, void *dims_)
{
ocp_nlp_dims *dims = dims_;
ocp_nlp_config *config = config_;
ocp_qp_xcond_solver_config *qp_solver = config->qp_solver;
ocp_nlp_dynamics_config **dynamics = config->dynamics;
ocp_nlp_cost_config **cost = config->cost;
ocp_nlp_constraints_config **constraints = config->constraints;
int N = dims->N;
int size = 0;
size += sizeof(ocp_nlp_sqp_rti_opts);
size += qp_solver->opts_calculate_size(qp_solver, dims->qp_solver);
size += config->regularize->opts_calculate_size();
// dynamics
size += N * sizeof(void *);
for (int ii = 0; ii < N; ii++)
{
size += dynamics[ii]->opts_calculate_size(dynamics[ii], dims->dynamics[ii]);
}
// cost
size += (N + 1) * sizeof(void *);
for (int ii = 0; ii <= N; ii++)
{
size += cost[ii]->opts_calculate_size(cost[ii], dims->cost[ii]);
}
// constraints
size += (N + 1) * sizeof(void *);
for (int ii = 0; ii <= N; ii++)
{
size += constraints[ii]->opts_calculate_size(constraints[ii], dims->constraints[ii]);
}
return size;
}
void *ocp_nlp_sqp_rti_opts_assign(void *config_, void *dims_, void *raw_memory)
{
ocp_nlp_dims *dims = dims_;
ocp_nlp_config *config = config_;
ocp_qp_xcond_solver_config *qp_solver = config->qp_solver;
ocp_nlp_dynamics_config **dynamics = config->dynamics;
ocp_nlp_cost_config **cost = config->cost;
ocp_nlp_constraints_config **constraints = config->constraints;
int N = dims->N;
char *c_ptr = (char *) raw_memory;
ocp_nlp_sqp_rti_opts *opts = (ocp_nlp_sqp_rti_opts *) c_ptr;
c_ptr += sizeof(ocp_nlp_sqp_rti_opts);
opts->qp_solver_opts = qp_solver->opts_assign(qp_solver, dims->qp_solver, c_ptr);
c_ptr += qp_solver->opts_calculate_size(qp_solver, dims->qp_solver);
opts->regularize = config->regularize->opts_assign(c_ptr);
c_ptr += config->regularize->opts_calculate_size();
// dynamics
opts->dynamics = (void **) c_ptr;
c_ptr += N * sizeof(void *);
for (int ii = 0; ii < N; ii++)
{
opts->dynamics[ii] = dynamics[ii]->opts_assign(dynamics[ii], dims->dynamics[ii], c_ptr);
c_ptr += dynamics[ii]->opts_calculate_size(dynamics[ii], dims->dynamics[ii]);
}
// cost
opts->cost = (void **) c_ptr;
c_ptr += (N + 1) * sizeof(void *);
for (int ii = 0; ii <= N; ii++)
{
opts->cost[ii] = cost[ii]->opts_assign(cost[ii], dims->cost[ii], c_ptr);
c_ptr += cost[ii]->opts_calculate_size(cost[ii], dims->cost[ii]);
}
// constraints
opts->constraints = (void **) c_ptr;
c_ptr += (N + 1) * sizeof(void *);
for (int ii = 0; ii <= N; ii++)
{
opts->constraints[ii] =
constraints[ii]->opts_assign(constraints[ii], dims->constraints[ii], c_ptr);
c_ptr += constraints[ii]->opts_calculate_size(constraints[ii], dims->constraints[ii]);
}
assert((char *) raw_memory + ocp_nlp_sqp_rti_opts_calculate_size(config, dims) >= c_ptr);
return opts;
}
void ocp_nlp_sqp_rti_opts_initialize_default(void *config_, void *dims_, void *opts_)
{
ocp_nlp_dims *dims = dims_;
ocp_nlp_config *config = config_;
ocp_nlp_sqp_rti_opts *opts = opts_;
ocp_qp_xcond_solver_config *qp_solver = config->qp_solver;
ocp_nlp_dynamics_config **dynamics = config->dynamics;
ocp_nlp_cost_config **cost = config->cost;
ocp_nlp_constraints_config **constraints = config->constraints;
ocp_nlp_reg_config *regularize = config->regularize;
int ii;
int N = dims->N;
// SQP RTI opts
// opts->compute_dual_sol = 1;
opts->reuse_workspace = 1;
#if defined(ACADOS_WITH_OPENMP)
opts->num_threads = ACADOS_NUM_THREADS;
#endif
opts->ext_qp_res = 0;
opts->step_length = 1.0;
// submodules opts
// do not compute adjoint in dynamics and constraints
int compute_adj = 0;
// qp solver
qp_solver->opts_initialize_default(qp_solver, dims->qp_solver, opts->qp_solver_opts);
// regularization
regularize->opts_initialize_default(regularize, dims->regularize, opts->regularize);
// dynamics
for (ii = 0; ii < N; ii++)
{
dynamics[ii]->opts_initialize_default(dynamics[ii], dims->dynamics[ii], opts->dynamics[ii]);
dynamics[ii]->opts_set(dynamics[ii], opts->dynamics[ii], "compute_adj", &compute_adj);
}
// cost
for (ii = 0; ii <= N; ii++)
{
cost[ii]->opts_initialize_default(cost[ii], dims->cost[ii], opts->cost[ii]);
}
// constraints
for (ii = 0; ii <= N; ii++)
{
constraints[ii]->opts_initialize_default(constraints[ii], dims->constraints[ii],
opts->constraints[ii]);
constraints[ii]->opts_set(constraints[ii], opts->constraints[ii], "compute_adj", &compute_adj);
}
return;
}
void ocp_nlp_sqp_rti_opts_update(void *config_, void *dims_, void *opts_)
{
ocp_nlp_dims *dims = dims_;
ocp_nlp_config *config = config_;
ocp_nlp_sqp_rti_opts *opts = opts_;
ocp_qp_xcond_solver_config *qp_solver = config->qp_solver;
ocp_nlp_dynamics_config **dynamics = config->dynamics;
ocp_nlp_cost_config **cost = config->cost;
ocp_nlp_constraints_config **constraints = config->constraints;
int ii;
int N = dims->N;
qp_solver->opts_update(qp_solver, dims->qp_solver, opts->qp_solver_opts);
// dynamics
for (ii = 0; ii < N; ii++)
{
dynamics[ii]->opts_update(dynamics[ii], dims->dynamics[ii], opts->dynamics[ii]);
}
// cost
for (ii = 0; ii <= N; ii++)
{
cost[ii]->opts_update(cost[ii], dims->cost[ii], opts->cost[ii]);
}
// constraints
for (ii = 0; ii <= N; ii++)
{
constraints[ii]->opts_update(constraints[ii], dims->constraints[ii], opts->constraints[ii]);
}
return;
}
void ocp_nlp_sqp_rti_opts_set(void *config_, void *opts_, const char *field, void* value)
{
ocp_nlp_sqp_rti_opts *opts = (ocp_nlp_sqp_rti_opts *) opts_;
ocp_nlp_config *config = config_;
int ii;
char module[MAX_STR_LEN];
char *ptr_module = NULL;
int module_length = 0;
// extract module name
char *char_ = strchr(field, '_');
if(char_!=NULL)
{
module_length = char_-field;
for(ii=0; ii<module_length; ii++)
module[ii] = field[ii];
module[module_length] = '\0'; // add end of string
ptr_module = module;
}
// pass options to QP module
if( ptr_module!=NULL && (!strcmp(ptr_module, "qp")) )
{
config->qp_solver->opts_set(config->qp_solver, opts->qp_solver_opts, field+module_length+1, value);
if(!strcmp(field, "qp_warm_start"))
{
int* i_ptr = (int *) value;
opts->qp_warm_start = *i_ptr;
}
}
else // nlp opts
{
if (!strcmp(field, "num_threads"))
{
int* num_threads = (int *) value;
opts->num_threads = *num_threads;
}
else if (!strcmp(field, "exact_hess"))
{
int N = config->N;
// cost
for (ii=0; ii<=N; ii++)
config->cost[ii]->opts_set(config->cost[ii], opts->cost[ii], "exact_hess", value);
// dynamics
for (ii=0; ii<N; ii++)
config->dynamics[ii]->opts_set(config->dynamics[ii], opts->dynamics[ii], "compute_hess", value);
// // constraints TODO disabled for now as prevents convergence !!!
// for (ii=0; ii<=N; ii++)
// config->constraints[ii]->opts_set(config->constraints[ii], opts->constraints[ii], "compute_hess", value);
}
else if (!strcmp(field, "ext_qp_res"))
{
int* ext_qp_res = (int *) value;
opts->ext_qp_res = *ext_qp_res;
}
else if (!strcmp(field, "step_length"))
{
double* step_length = (double *) value;
opts->step_length = *step_length;
}
else
{
printf("\nerror: ocp_nlp_sqp_rti_opts_set: wrong field: %s\n", field);
exit(1);
}
}
return;
}
void ocp_nlp_sqp_rti_dynamics_opts_set(void *config_, void *opts_, int stage,
const char *field, void *value)
{
ocp_nlp_config *config = config_;
ocp_nlp_sqp_rti_opts *opts = opts_;
ocp_nlp_dynamics_config *dyn_config = config->dynamics[stage];
dyn_config->opts_set(dyn_config, opts->dynamics[stage], field, value);
return;
}
void ocp_nlp_sqp_rti_cost_opts_set(void *config_, void *opts_, int stage,
const char *field, void *value)
{
ocp_nlp_config *config = config_;
ocp_nlp_sqp_rti_opts *opts = opts_;
ocp_nlp_cost_config *cost_config = config->cost[stage];
cost_config->opts_set(cost_config, opts->cost[stage], field, value);
return;
}
void ocp_nlp_sqp_rti_constraints_opts_set(void *config_, void *opts_, int stage,
const char *field, void *value)
{
ocp_nlp_config *config = config_;
ocp_nlp_sqp_rti_opts *opts = opts_;
ocp_nlp_constraints_config *constraints_config = config->constraints[stage];
constraints_config->opts_set(constraints_config, opts->constraints[stage], (char *) field, value);
return;
}
/************************************************
* memory
************************************************/
int ocp_nlp_sqp_rti_memory_calculate_size(void *config_, void *dims_, void *opts_)
{
ocp_nlp_dims *dims = dims_;
ocp_nlp_config *config = config_;
ocp_nlp_sqp_rti_opts *opts = opts_;
ocp_qp_xcond_solver_config *qp_solver = config->qp_solver;
ocp_nlp_dynamics_config **dynamics = config->dynamics;
ocp_nlp_cost_config **cost = config->cost;
ocp_nlp_constraints_config **constraints = config->constraints;
// loop index
int ii;
// extract dims
int N = dims->N;
// ocp_nlp_cost_dims **cost_dims = dims->cost;
// int ny;
int *nx = dims->nx;
int *nu = dims->nu;
int *nz = dims->nz;
int size = 0;
size += sizeof(ocp_nlp_sqp_rti_memory);
// qp in
size += ocp_qp_in_calculate_size(dims->qp_solver->orig_dims);
// qp out
size += ocp_qp_out_calculate_size(dims->qp_solver->orig_dims);
// qp solver
size += qp_solver->memory_calculate_size(qp_solver, dims->qp_solver, opts->qp_solver_opts);
size += config->regularize->memory_calculate_size(config->regularize, dims->regularize, opts->regularize);
// dynamics
size += N * sizeof(void *);
for (int ii = 0; ii < N; ii++)
{
size += dynamics[ii]->memory_calculate_size(dynamics[ii], dims->dynamics[ii],
opts->dynamics[ii]);
}
// cost
size += (N + 1) * sizeof(void *);
for (int ii = 0; ii <= N; ii++)
{
size += cost[ii]->memory_calculate_size(cost[ii], dims->cost[ii], opts->cost[ii]);
}
// constraints
size += (N + 1) * sizeof(void *);
for (int ii = 0; ii <= N; ii++)
{
size += constraints[ii]->memory_calculate_size(constraints[ii], dims->constraints[ii],
opts->constraints[ii]);
}
// nlp mem
size += ocp_nlp_memory_calculate_size(config, dims);
// stat
int stat_m = 1+1;
int stat_n = 2;
if(opts->ext_qp_res)
stat_n += 4;
size += stat_n*stat_m*sizeof(double);
// dzduxt
size += (N+1)*sizeof(struct blasfeo_dmat);
for(ii=0; ii<=N; ii++)
size += blasfeo_memsize_dmat(nu[ii]+nx[ii], nz[ii]);
// z_alg
size += (N+1)*sizeof(struct blasfeo_dvec);
for(ii=0; ii<=N; ii++)
size += blasfeo_memsize_dvec(nz[ii]);
size += 1*8; // blasfeo_str align
size += 1*64; // blasfeo_mem align
size += 8; // initial align
// make_int_multiple_of(64, &size);
return size;
}
void *ocp_nlp_sqp_rti_memory_assign(void *config_, void *dims_, void *opts_, void *raw_memory)
{
ocp_nlp_dims *dims = dims_;
ocp_nlp_config *config = config_;
ocp_nlp_sqp_rti_opts *opts = opts_;
ocp_qp_xcond_solver_config *qp_solver = config->qp_solver;
ocp_nlp_dynamics_config **dynamics = config->dynamics;
ocp_nlp_cost_config **cost = config->cost;
ocp_nlp_constraints_config **constraints = config->constraints;
char *c_ptr = (char *) raw_memory;
// loop index
int ii;
// extract dims
int N = dims->N;
// ocp_nlp_cost_dims **cost_dims = dims->cost;
// int ny;
int *nx = dims->nx;
int *nu = dims->nu;
int *nz = dims->nz;
// initial align
align_char_to(8, &c_ptr);
ocp_nlp_sqp_rti_memory *mem = (ocp_nlp_sqp_rti_memory *) c_ptr;
c_ptr += sizeof(ocp_nlp_sqp_rti_memory);
// qp in
mem->qp_in = ocp_qp_in_assign(dims->qp_solver->orig_dims, c_ptr);
c_ptr += ocp_qp_in_calculate_size(dims->qp_solver->orig_dims);
// qp out
mem->qp_out = ocp_qp_out_assign(dims->qp_solver->orig_dims, c_ptr);
c_ptr += ocp_qp_out_calculate_size(dims->qp_solver->orig_dims);
// QP solver
mem->qp_solver_mem =
qp_solver->memory_assign(qp_solver, dims->qp_solver, opts->qp_solver_opts, c_ptr);
c_ptr += qp_solver->memory_calculate_size(qp_solver, dims->qp_solver, opts->qp_solver_opts);
// regularization
mem->regularize_mem = config->regularize->memory_assign(config->regularize, dims->regularize, opts->regularize, c_ptr);
c_ptr += config->regularize->memory_calculate_size(config->regularize, dims->regularize, opts->regularize);
// nlp mem
mem->nlp_mem = ocp_nlp_memory_assign(config, dims, c_ptr);
c_ptr += ocp_nlp_memory_calculate_size(config, dims);
// dynamics
mem->dynamics = (void **) c_ptr;
c_ptr += N * sizeof(void *);
for (int ii = 0; ii < N; ii++)
{
mem->dynamics[ii] = dynamics[ii]->memory_assign(dynamics[ii], dims->dynamics[ii],
opts->dynamics[ii], c_ptr);
c_ptr += dynamics[ii]->memory_calculate_size(dynamics[ii], dims->dynamics[ii],
opts->dynamics[ii]);
}
// cost
mem->cost = (void **) c_ptr;
c_ptr += (N + 1) * sizeof(void *);
for (int ii = 0; ii <= N; ii++)
{
mem->cost[ii] = cost[ii]->memory_assign(cost[ii], dims->cost[ii], opts->cost[ii], c_ptr);
c_ptr += cost[ii]->memory_calculate_size(cost[ii], dims->cost[ii], opts->cost[ii]);
}
// constraints
mem->constraints = (void **) c_ptr;
c_ptr += (N + 1) * sizeof(void *);
for (int ii = 0; ii <= N; ii++)
{
mem->constraints[ii] = constraints[ii]->memory_assign(
constraints[ii], dims->constraints[ii], opts->constraints[ii], c_ptr);
c_ptr += constraints[ii]->memory_calculate_size(constraints[ii], dims->constraints[ii],
opts->constraints[ii]);
}
// stat
mem->stat = (double *) c_ptr;
mem->stat_m = 1+1;
mem->stat_n = 2;
if(opts->ext_qp_res)
mem->stat_n += 4;
c_ptr += mem->stat_m*mem->stat_n*sizeof(double);
// blasfeo_str align
align_char_to(8, &c_ptr);
// dzduxt
mem->dzduxt = (struct blasfeo_dmat *) c_ptr;
c_ptr += (N+1)*sizeof(struct blasfeo_dmat);
// z_alg
mem->z_alg = (struct blasfeo_dvec *) c_ptr;
c_ptr += (N+1)*sizeof(struct blasfeo_dvec);
// blasfeo_mem align
align_char_to(64, &c_ptr);
// dzduxt
for(ii=0; ii<=N; ii++)
{
blasfeo_create_dmat(nu[ii]+nx[ii], nz[ii], mem->dzduxt+ii, c_ptr);
c_ptr += blasfeo_memsize_dmat(nu[ii]+nx[ii], nz[ii]);
}
// z_alg
for(ii=0; ii<=N; ii++)
{
blasfeo_create_dvec(nz[ii], mem->z_alg+ii, c_ptr);
c_ptr += blasfeo_memsize_dvec(nz[ii]);
}
mem->status = ACADOS_READY;
assert((char *) raw_memory+ocp_nlp_sqp_rti_memory_calculate_size(config, dims, opts) >= c_ptr);
return mem;
}
/************************************************
* workspace
************************************************/
int ocp_nlp_sqp_rti_workspace_calculate_size(void *config_, void *dims_, void *opts_)
{
ocp_nlp_dims *dims = dims_;
ocp_nlp_config *config = config_;
ocp_nlp_sqp_rti_opts *opts = opts_;
ocp_qp_xcond_solver_config *qp_solver = config->qp_solver;
ocp_nlp_dynamics_config **dynamics = config->dynamics;
ocp_nlp_cost_config **cost = config->cost;
ocp_nlp_constraints_config **constraints = config->constraints;
// loop index
int ii;
// extract dims
int N = dims->N;
// int *nx = dims->nx;
// int *nu = dims->nu;
// int *nz = dims->nz;
int size = 0;
int size_tmp = 0;
int tmp;
// sqp
size += sizeof(ocp_nlp_sqp_rti_work);
// qp in
size += ocp_qp_in_calculate_size(dims->qp_solver->orig_dims);
// qp out
size += ocp_qp_out_calculate_size(dims->qp_solver->orig_dims);
// array of pointers
// cost
size += (N + 1) * sizeof(void *);
// dynamics
size += N * sizeof(void *);
// constraints
size += (N + 1) * sizeof(void *);
if(opts->ext_qp_res)
{
// qp res
size += ocp_qp_res_calculate_size(dims->qp_solver->orig_dims);
// qp res ws
size += ocp_qp_res_workspace_calculate_size(dims->qp_solver->orig_dims);
}
if (opts->reuse_workspace)
{
#if defined(ACADOS_WITH_OPENMP)
// qp solver
size += qp_solver->workspace_calculate_size(qp_solver, dims->qp_solver,
opts->qp_solver_opts);
// dynamics
for (ii = 0; ii < N; ii++)
{
size += dynamics[ii]->workspace_calculate_size(dynamics[ii], dims->dynamics[ii],
opts->dynamics[ii]);
}
// cost
for (ii = 0; ii <= N; ii++)
{
size += cost[ii]->workspace_calculate_size(cost[ii], dims->cost[ii], opts->cost[ii]);
}
// constraints
for (ii = 0; ii <= N; ii++)
{
size += constraints[ii]->workspace_calculate_size(constraints[ii],
dims->constraints[ii], opts->constraints[ii]);
}
#else
// qp solver
tmp = qp_solver->workspace_calculate_size(qp_solver, dims->qp_solver, opts->qp_solver_opts);
size_tmp = tmp > size_tmp ? tmp : size_tmp;
// dynamics
for (ii = 0; ii < N; ii++)
{
tmp = dynamics[ii]->workspace_calculate_size(dynamics[ii], dims->dynamics[ii],
opts->dynamics[ii]);
size_tmp = tmp > size_tmp ? tmp : size_tmp;
}
// cost
for (ii = 0; ii <= N; ii++)
{
tmp = cost[ii]->workspace_calculate_size(cost[ii], dims->cost[ii], opts->cost[ii]);
size_tmp = tmp > size_tmp ? tmp : size_tmp;
}
// constraints
for (ii = 0; ii <= N; ii++)
{
tmp = constraints[ii]->workspace_calculate_size(constraints[ii], dims->constraints[ii],
opts->constraints[ii]);
size_tmp = tmp > size_tmp ? tmp : size_tmp;
}
size += size_tmp;
#endif
}
else
{
// qp solver
size += qp_solver->workspace_calculate_size(qp_solver, dims->qp_solver,
opts->qp_solver_opts);
// dynamics
for (ii = 0; ii < N; ii++)
{
size += dynamics[ii]->workspace_calculate_size(dynamics[ii], dims->dynamics[ii],
opts->dynamics[ii]);
}
// cost
for (ii = 0; ii <= N; ii++)
{
size += cost[ii]->workspace_calculate_size(cost[ii], dims->cost[ii], opts->cost[ii]);
}
// constraints
for (ii = 0; ii <= N; ii++)
{
size += constraints[ii]->workspace_calculate_size(constraints[ii],
dims->constraints[ii], opts->constraints[ii]);
}
}
return size;
}
// TODO(all): introduce member "memsize" in all structures to make on-line cast cheaper (i.e. avoid to calculate size on-line)
static void ocp_nlp_sqp_rti_cast_workspace(void *config_, ocp_nlp_dims *dims,
ocp_nlp_sqp_rti_work *work,
ocp_nlp_sqp_rti_memory *mem, ocp_nlp_sqp_rti_opts *opts)
{
ocp_nlp_config *config = (ocp_nlp_config *) config_;
ocp_qp_xcond_solver_config *qp_solver = config->qp_solver;
ocp_nlp_dynamics_config **dynamics = config->dynamics;
ocp_nlp_cost_config **cost = config->cost;
ocp_nlp_constraints_config **constraints = config->constraints;
// extract dims
int N = dims->N;
// int *nx = dims->nx;
// int *nu = dims->nu;
// int *nz = dims->nz;
// sqp
char *c_ptr = (char *) work;
c_ptr += sizeof(ocp_nlp_sqp_rti_work);
// qp in
work->tmp_qp_in = ocp_qp_in_assign(dims->qp_solver->orig_dims, c_ptr);
c_ptr += ocp_qp_in_calculate_size(dims->qp_solver->orig_dims);
// qp out
work->tmp_qp_out = ocp_qp_out_assign(dims->qp_solver->orig_dims, c_ptr);
c_ptr += ocp_qp_out_calculate_size(dims->qp_solver->orig_dims);
// array of pointers
//
work->dynamics = (void **) c_ptr;
c_ptr += N * sizeof(void *);
//
work->cost = (void **) c_ptr;
c_ptr += (N + 1) * sizeof(void *);
//
work->constraints = (void **) c_ptr;
c_ptr += (N + 1) * sizeof(void *);
if(opts->ext_qp_res)
{
// qp res
work->qp_res = ocp_qp_res_assign(dims->qp_solver->orig_dims, c_ptr);
c_ptr += ocp_qp_res_calculate_size(dims->qp_solver->orig_dims);
// qp res ws
work->qp_res_ws = ocp_qp_res_workspace_assign(dims->qp_solver->orig_dims, c_ptr);
c_ptr += ocp_qp_res_workspace_calculate_size(dims->qp_solver->orig_dims);
}
if (opts->reuse_workspace)
{
#if defined(ACADOS_WITH_OPENMP)
// qp solver
work->qp_work = (void *) c_ptr;
c_ptr += qp_solver->workspace_calculate_size(qp_solver, dims->qp_solver,
opts->qp_solver_opts);
// dynamics
for (int ii = 0; ii < N; ii++)
{
work->dynamics[ii] = c_ptr;
c_ptr += dynamics[ii]->workspace_calculate_size(dynamics[ii], dims->dynamics[ii],
opts->dynamics[ii]);
}
// cost
for (int ii = 0; ii <= N; ii++)
{
work->cost[ii] = c_ptr;
c_ptr += cost[ii]->workspace_calculate_size(cost[ii], dims->cost[ii], opts->cost[ii]);
}
// constraints
for (int ii = 0; ii <= N; ii++)
{
work->constraints[ii] = c_ptr;
c_ptr += constraints[ii]->workspace_calculate_size(constraints[ii],
dims->constraints[ii], opts->constraints[ii]);
}
#else
int size_tmp = 0;
int tmp;
// qp solver
work->qp_work = (void *) c_ptr;
tmp = qp_solver->workspace_calculate_size(qp_solver, dims->qp_solver, opts->qp_solver_opts);
size_tmp = tmp > size_tmp ? tmp : size_tmp;
// dynamics
for (int ii = 0; ii < N; ii++)
{
work->dynamics[ii] = c_ptr;
tmp = dynamics[ii]->workspace_calculate_size(dynamics[ii], dims->dynamics[ii], opts->dynamics[ii]);
size_tmp = tmp > size_tmp ? tmp : size_tmp;
}
// cost
for (int ii = 0; ii <= N; ii++)
{
work->cost[ii] = c_ptr;
tmp = cost[ii]->workspace_calculate_size(cost[ii], dims->cost[ii], opts->cost[ii]);
size_tmp = tmp > size_tmp ? tmp : size_tmp;
}
// constraints
for (int ii = 0; ii <= N; ii++)
{
work->constraints[ii] = c_ptr;
tmp = constraints[ii]->workspace_calculate_size(constraints[ii], dims->constraints[ii], opts->constraints[ii]);
size_tmp = tmp > size_tmp ? tmp : size_tmp;
}
c_ptr += size_tmp;
#endif
}
else
{
// qp solver
work->qp_work = (void *) c_ptr;
c_ptr += qp_solver->workspace_calculate_size(qp_solver, dims->qp_solver,
opts->qp_solver_opts);
// dynamics
for (int ii = 0; ii < N; ii++)
{
work->dynamics[ii] = c_ptr;
c_ptr += dynamics[ii]->workspace_calculate_size(dynamics[ii], dims->dynamics[ii],
opts->dynamics[ii]);
}
// cost
for (int ii = 0; ii <= N; ii++)
{
work->cost[ii] = c_ptr;
c_ptr += cost[ii]->workspace_calculate_size(cost[ii], dims->cost[ii], opts->cost[ii]);
}
// constraints
for (int ii = 0; ii <= N; ii++)
{
work->constraints[ii] = c_ptr;
c_ptr += constraints[ii]->workspace_calculate_size(constraints[ii],
dims->constraints[ii], opts->constraints[ii]);
}
}
// assert & return
assert((char *) work + ocp_nlp_sqp_rti_workspace_calculate_size(config, dims, opts) >= c_ptr);
return;
}
/************************************************
* functions
************************************************/
static void initialize_qp(void *config_, ocp_nlp_dims *dims, ocp_nlp_in *nlp_in,
ocp_nlp_out *nlp_out, ocp_nlp_sqp_rti_opts *opts,
ocp_nlp_sqp_rti_memory *mem, ocp_nlp_sqp_rti_work *work)
{
ocp_nlp_config *config = (ocp_nlp_config *) config_;
// loop index
int ii;
// extract dims
int N = dims->N;
#if defined(ACADOS_WITH_OPENMP)
#pragma omp parallel for
#endif
for (ii = 0; ii <= N; ii++)
{
// cost
config->cost[ii]->initialize(config->cost[ii], dims->cost[ii], nlp_in->cost[ii],
opts->cost[ii], mem->cost[ii], work->cost[ii]);
// dynamics
if (ii < N)
config->dynamics[ii]->initialize(config->dynamics[ii], dims->dynamics[ii],
nlp_in->dynamics[ii], opts->dynamics[ii],
mem->dynamics[ii], work->dynamics[ii]);
// constraints
config->constraints[ii]->initialize(config->constraints[ii], dims->constraints[ii],
nlp_in->constraints[ii], opts->constraints[ii],
mem->constraints[ii], work->constraints[ii]);
}
return;
}
static void linearize_update_qp_matrices(void *config_, ocp_nlp_dims *dims, ocp_nlp_in *nlp_in,
ocp_nlp_out *nlp_out, ocp_nlp_sqp_rti_opts *opts,
ocp_nlp_sqp_rti_memory *mem, ocp_nlp_sqp_rti_work *work)
{
ocp_nlp_config *config = (ocp_nlp_config *) config_;
// loop index
int i;
// extract dims
int N = dims->N;
int *nv = dims->nv;
int *nx = dims->nx;
int *nu = dims->nu;
int *ni = dims->ni;
ocp_nlp_memory *nlp_mem = mem->nlp_mem;
/* stage-wise multiple shooting lagrangian evaluation */
#if defined(ACADOS_WITH_OPENMP)
#pragma omp parallel for
#endif
for (i = 0; i <= N; i++)
{
// init Hessian to 0
blasfeo_dgese(nu[i] + nx[i], nu[i] + nx[i], 0.0, mem->qp_in->RSQrq+i, 0, 0);
// dynamics
if (i < N)
config->dynamics[i]->update_qp_matrices(config->dynamics[i], dims->dynamics[i],
nlp_in->dynamics[i], opts->dynamics[i],
mem->dynamics[i], work->dynamics[i]);
// cost
config->cost[i]->update_qp_matrices(config->cost[i], dims->cost[i], nlp_in->cost[i],
opts->cost[i], mem->cost[i], work->cost[i]);
// constraints
config->constraints[i]->update_qp_matrices(config->constraints[i], dims->constraints[i],
nlp_in->constraints[i], opts->constraints[i],
mem->constraints[i], work->constraints[i]);
}
/* collect stage-wise evaluations */
#if defined(ACADOS_WITH_OPENMP)
#pragma omp parallel for
#endif
for (i=0; i <= N; i++)
{
// nlp mem: cost_grad
struct blasfeo_dvec *cost_grad = config->cost[i]->memory_get_grad_ptr(mem->cost[i]);
blasfeo_dveccp(nv[i], cost_grad, 0, nlp_mem->cost_grad + i, 0);
// nlp mem: dyn_fun
if (i < N)
{
struct blasfeo_dvec *dyn_fun
= config->dynamics[i]->memory_get_fun_ptr(mem->dynamics[i]);
blasfeo_dveccp(nx[i + 1], dyn_fun, 0, nlp_mem->dyn_fun + i, 0);
}
// nlp mem: dyn_adj
if (i < N)
{
struct blasfeo_dvec *dyn_adj
= config->dynamics[i]->memory_get_adj_ptr(mem->dynamics[i]);
blasfeo_dveccp(nu[i] + nx[i], dyn_adj, 0, nlp_mem->dyn_adj + i, 0);
}
else
{
blasfeo_dvecse(nu[N] + nx[N], 0.0, nlp_mem->dyn_adj + N, 0);
}
if (i > 0)
{
struct blasfeo_dvec *dyn_adj
= config->dynamics[i-1]->memory_get_adj_ptr(mem->dynamics[i-1]);
blasfeo_daxpy(nx[i], 1.0, dyn_adj, nu[i-1]+nx[i-1], nlp_mem->dyn_adj+i, nu[i],
nlp_mem->dyn_adj+i, nu[i]);
}
// nlp mem: ineq_fun
struct blasfeo_dvec *ineq_fun =
config->constraints[i]->memory_get_fun_ptr(mem->constraints[i]);
blasfeo_dveccp(2 * ni[i], ineq_fun, 0, nlp_mem->ineq_fun + i, 0);
// nlp mem: ineq_adj
struct blasfeo_dvec *ineq_adj =
config->constraints[i]->memory_get_adj_ptr(mem->constraints[i]);
blasfeo_dveccp(nv[i], ineq_adj, 0, nlp_mem->ineq_adj + i, 0);
}
// TODO(all): still to clean !!!!!!!!!!!!!
for (i = 0; i <= N; i++)
{
// TODO(rien) where should the update happen??? move to qp update ???
// TODO(all): fix and move where appropriate
// if(i<N)
// {
// ocp_nlp_dynamics_opts *dynamics_opts = opts->dynamics[i];
// sim_opts *opts = dynamics_opts->sim_solver;
// if (opts->scheme != NULL && opts->scheme->type != exact)
// {
// for (int_t j = 0; j < nx; j++)
// BLASFEO_DVECEL(nlp_mem->cost_grad+i, nu+j) += work->sim_out[i]->grad[j];
// for (int_t j = 0; j < nu; j++)
// BLASFEO_DVECEL(nlp_mem->cost_grad+i, j) += work->sim_out[i]->grad[nx+j];
// }
// }
}
return;
}
// update QP rhs for SQP (step prim var, abs dual var)
// TODO(all): move in dynamics, cost, constraints modules ???
static void sqp_update_qp_vectors(void *config_, ocp_nlp_dims *dims, ocp_nlp_in *nlp_in,
ocp_nlp_out *nlp_out, ocp_nlp_sqp_rti_opts *opts,
ocp_nlp_sqp_rti_memory *mem, ocp_nlp_sqp_rti_work *work)
{
// loop index
int i;
// extract dims
int N = dims->N;
int *nv = dims->nv;
int *nx = dims->nx;
// int *nu = dims->nu;
int *ni = dims->ni;
ocp_nlp_memory *nlp_mem = mem->nlp_mem;
#if defined(ACADOS_WITH_OPENMP)
#pragma omp parallel for
#endif
for (i = 0; i <= N; i++)
{
// g
blasfeo_dveccp(nv[i], nlp_mem->cost_grad + i, 0, mem->qp_in->rqz + i, 0);
// b
if (i < N)
blasfeo_dveccp(nx[i + 1], nlp_mem->dyn_fun + i, 0, mem->qp_in->b + i, 0);
// d
blasfeo_dveccp(2 * ni[i], nlp_mem->ineq_fun + i, 0, mem->qp_in->d + i, 0);
}
return;
}
static void sqp_update_variables(ocp_nlp_dims *dims, ocp_nlp_out *nlp_out,
ocp_nlp_sqp_rti_opts *opts, ocp_nlp_sqp_rti_memory *mem,
ocp_nlp_sqp_rti_work *work)
{
// loop index
int i;
// extract dims
int N = dims->N;
int *nv = dims->nv;
int *nx = dims->nx;
// int *nu = dims->nu;
int *ni = dims->ni;
int *nz = dims->nz;
// TODO(all): fix and move where appropriate
// for (i = 0; i < N; i++)
// {
// nx1 = dims->constraints[i+1]->nx;
// for (j = 0; j < nx1; j++)
// {
// work->sim_in[i]->S_adj[j] = -BLASFEO_DVECEL(&mem->qp_out->pi[i], j);
// }
// }
double alpha = opts->step_length;
#if defined(ACADOS_WITH_OPENMP)
#pragma omp parallel for
#endif
for (i = 0; i <= N; i++)
{
// (full) step in primal variables
blasfeo_daxpy(nv[i], alpha, mem->qp_out->ux + i, 0, nlp_out->ux + i, 0, nlp_out->ux + i, 0);
// absolute in dual variables
if (i < N)
{
blasfeo_dvecsc(nx[i+1], 1.0-alpha, nlp_out->pi+i, 0);
blasfeo_daxpy(nx[i+1], alpha, mem->qp_out->pi+i, 0, nlp_out->pi+i, 0, nlp_out->pi+i, 0);
}
blasfeo_dvecsc(2*ni[i], 1.0-alpha, nlp_out->lam+i, 0);
blasfeo_daxpy(2*ni[i], alpha, mem->qp_out->lam+i, 0, nlp_out->lam+i, 0, nlp_out->lam+i, 0);
blasfeo_dvecsc(2*ni[i], 1.0-alpha, nlp_out->t+i, 0);
blasfeo_daxpy(2*ni[i], alpha, mem->qp_out->t+i, 0, nlp_out->t+i, 0, nlp_out->t+i, 0);
if (i < N)
{
blasfeo_dvecsc(nz[i], 1.0-alpha, nlp_out->z+i, 0);
blasfeo_daxpy(nz[i], alpha, mem->z_alg+i, 0, nlp_out->z+i, 0, nlp_out->z+i, 0);
}
}
return;
}
// Simple fixed-step Gauss-Newton based SQP routine
int ocp_nlp_sqp_rti(void *config_, void *dims_, void *nlp_in_, void *nlp_out_,
void *opts_, void *mem_, void *work_)
{
// acados timer
acados_timer timer0, timer1;
// start timer
acados_tic(&timer0);
ocp_nlp_dims *dims = dims_;
ocp_nlp_config *config = config_;
ocp_nlp_sqp_rti_opts *opts = opts_;
ocp_nlp_sqp_rti_memory *mem = mem_;
ocp_nlp_in *nlp_in = nlp_in_;
ocp_nlp_out *nlp_out = nlp_out_;
ocp_qp_xcond_solver_config *qp_solver = config->qp_solver;
ocp_nlp_sqp_rti_work *work = work_;
ocp_nlp_sqp_rti_cast_workspace(config, dims, work, mem, opts);
// zero timers
double total_time = 0.0;
mem->time_qp_sol = 0.0;
mem->time_lin = 0.0;
mem->time_reg = 0.0;
mem->time_tot = 0.0;
// extract dims
int N = dims->N;
int ii;
int qp_iter = 0;
int qp_status = 0;
#if defined(ACADOS_WITH_OPENMP)
// backup number of threads
int num_threads_bkp = omp_get_num_threads();
// set number of threads
omp_set_num_threads(opts->num_threads);
#pragma omp parallel
{ // beginning of parallel region
#endif
// alias to dynamics_memory
#if defined(ACADOS_WITH_OPENMP)
#pragma omp for nowait
#endif
for (ii = 0; ii < N; ii++)
{
config->dynamics[ii]->memory_set_ux_ptr(nlp_out->ux+ii, mem->dynamics[ii]);
config->dynamics[ii]->memory_set_ux1_ptr(nlp_out->ux+ii+1, mem->dynamics[ii]);
config->dynamics[ii]->memory_set_pi_ptr(nlp_out->pi+ii, mem->dynamics[ii]);
config->dynamics[ii]->memory_set_BAbt_ptr(mem->qp_in->BAbt+ii, mem->dynamics[ii]);
config->dynamics[ii]->memory_set_RSQrq_ptr(mem->qp_in->RSQrq+ii, mem->dynamics[ii]);
config->dynamics[ii]->memory_set_dzduxt_ptr(mem->dzduxt+ii, mem->dynamics[ii]);
config->dynamics[ii]->memory_set_sim_guess_ptr(mem->nlp_mem->sim_guess+ii,
mem->nlp_mem->set_sim_guess+ii, mem->dynamics[ii]);
config->dynamics[ii]->memory_set_z_alg_ptr(mem->z_alg+ii, mem->dynamics[ii]);
}
// alias to cost_memory
#if defined(ACADOS_WITH_OPENMP)
#pragma omp for nowait
#endif
for (ii = 0; ii <= N; ii++)
{
config->cost[ii]->memory_set_ux_ptr(nlp_out->ux + ii, mem->cost[ii]);
config->cost[ii]->memory_set_z_alg_ptr(mem->z_alg+ii, mem->cost[ii]);
config->cost[ii]->memory_set_dzdux_tran_ptr(mem->dzduxt+ii, mem->cost[ii]);
config->cost[ii]->memory_set_RSQrq_ptr(mem->qp_in->RSQrq + ii, mem->cost[ii]);
config->cost[ii]->memory_set_Z_ptr(mem->qp_in->Z + ii, mem->cost[ii]);
}
// alias to constraints_memory
#if defined(ACADOS_WITH_OPENMP)
#pragma omp for nowait
#endif
for (ii = 0; ii <= N; ii++)
{
config->constraints[ii]->memory_set_ux_ptr(nlp_out->ux+ii, mem->constraints[ii]);
config->constraints[ii]->memory_set_z_alg_ptr(mem->z_alg+ii, mem->constraints[ii]);
config->constraints[ii]->memory_set_dzdux_tran_ptr(mem->dzduxt+ii, mem->constraints[ii]);
config->constraints[ii]->memory_set_lam_ptr(nlp_out->lam+ii, mem->constraints[ii]);
config->constraints[ii]->memory_set_DCt_ptr(mem->qp_in->DCt+ii, mem->constraints[ii]);
config->constraints[ii]->memory_set_RSQrq_ptr(mem->qp_in->RSQrq+ii, mem->constraints[ii]);
config->constraints[ii]->memory_set_idxb_ptr(mem->qp_in->idxb[ii], mem->constraints[ii]);
config->constraints[ii]->memory_set_idxs_ptr(mem->qp_in->idxs[ii], mem->constraints[ii]);
}
// alias to regularize memory
config->regularize->memory_set_RSQrq_ptr(dims->regularize, mem->qp_in->RSQrq, mem->regularize_mem);
config->regularize->memory_set_rq_ptr(dims->regularize, mem->qp_in->rqz, mem->regularize_mem);
config->regularize->memory_set_BAbt_ptr(dims->regularize, mem->qp_in->BAbt, mem->regularize_mem);
config->regularize->memory_set_b_ptr(dims->regularize, mem->qp_in->b, mem->regularize_mem);
config->regularize->memory_set_idxb_ptr(dims->regularize, mem->qp_in->idxb, mem->regularize_mem);
config->regularize->memory_set_DCt_ptr(dims->regularize, mem->qp_in->DCt, mem->regularize_mem);
config->regularize->memory_set_ux_ptr(dims->regularize, mem->qp_out->ux, mem->regularize_mem);
config->regularize->memory_set_pi_ptr(dims->regularize, mem->qp_out->pi, mem->regularize_mem);
config->regularize->memory_set_lam_ptr(dims->regularize, mem->qp_out->lam, mem->regularize_mem);
// copy sampling times into dynamics model
#if defined(ACADOS_WITH_OPENMP)
#pragma omp for nowait
#endif
for (int ii = 0; ii < N; ii++)
{
config->dynamics[ii]->model_set(config->dynamics[ii], dims->dynamics[ii], nlp_in->dynamics[ii], "T", nlp_in->Ts+ii);
}
#if defined(ACADOS_WITH_OPENMP)
} // end of parallel region
#endif
// initialize QP
initialize_qp(config, dims, nlp_in, nlp_out, opts, mem, work);
// SQP body
// start timer
acados_tic(&timer1);
// linearizate NLP and update QP matrices
linearize_update_qp_matrices(config, dims, nlp_in, nlp_out, opts, mem, work);
// stop timer
mem->time_lin += acados_toc(&timer1);
// update QP rhs for SQP (step prim var, abs dual var)
sqp_update_qp_vectors(config, dims, nlp_in, nlp_out, opts, mem, work);
// save statistics
// mem->stat[mem->stat_n*1+0] = qp_status;
// mem->stat[mem->stat_n*1+1] = qp_iter;
// start timer
acados_tic(&timer1);
// regularize Hessian
config->regularize->regularize_hessian(config->regularize, dims->regularize, opts->regularize, mem->regularize_mem);
// stop timer
mem->time_reg += acados_toc(&timer1);
// printf("\n------- qp_in (sqp iter %d) --------\n", sqp_iter);
// print_ocp_qp_in(mem->qp_in);
// exit(1);
// TODO no warm start across NLP solutions (yet)
int tmp_int = 0;
config->qp_solver->opts_set(config->qp_solver, opts->qp_solver_opts, "warm_start", &tmp_int);
// start timer
acados_tic(&timer1);
// TODO move qp_out in memory !!!!! (it has to be preserved to do warm start)
qp_status = qp_solver->evaluate(qp_solver, dims->qp_solver, mem->qp_in, mem->qp_out, opts->qp_solver_opts, mem->qp_solver_mem, work->qp_work);
// stop timer
mem->time_qp_sol += acados_toc(&timer1);
// start timer
acados_tic(&timer1);
// compute correct dual solution in case of Hessian regularization
config->regularize->correct_dual_sol(config->regularize, dims->regularize, opts->regularize, mem->regularize_mem);
// stop timer
mem->time_reg += acados_toc(&timer1);
// TODO move into QP solver memory ???
qp_info *qp_info_;
ocp_qp_out_get(mem->qp_out, "qp_info", &qp_info_);
nlp_out->qp_iter = qp_info_->num_iter;
qp_iter = qp_info_->num_iter;
// compute external QP residuals (for debugging)
if(opts->ext_qp_res)
{
ocp_qp_res_compute(mem->qp_in, mem->qp_out, work->qp_res, work->qp_res_ws);
ocp_qp_res_compute_nrm_inf(work->qp_res, mem->stat+(mem->stat_n*1+2));
// printf("\nsqp_iter %d, res %e %e %e %e\n", sqp_iter, inf_norm_qp_res[0], inf_norm_qp_res[1], inf_norm_qp_res[2], inf_norm_qp_res[3]);
}
// printf("\n------- qp_out (sqp iter %d) ---------\n", sqp_iter);
// print_ocp_qp_out(mem->qp_out);
// if(sqp_iter==1)
// exit(1);
// save statistics
mem->stat[mem->stat_n*1+0] = qp_status;
mem->stat[mem->stat_n*1+1] = qp_iter;
if ((qp_status!=ACADOS_SUCCESS) & (qp_status!=ACADOS_MAXITER))
{
// print_ocp_qp_in(mem->qp_in);
// stop timer
total_time += acados_toc(&timer0);
mem->time_tot = total_time;
nlp_out->total_time = total_time;
printf("QP solver returned error status %d\n", qp_status);
#if defined(ACADOS_WITH_OPENMP)
// restore number of threads
omp_set_num_threads(num_threads_bkp);
#endif
mem->status = ACADOS_QP_FAILURE;
return mem->status;
}
sqp_update_variables(dims, nlp_out, opts, mem, work);
// ocp_nlp_dims_print(nlp_out->dims);
// ocp_nlp_out_print(nlp_out);
// exit(1);
// stop timer
total_time += acados_toc(&timer0);
mem->time_tot = total_time;
nlp_out->total_time = total_time;
// ocp_nlp_out_print(nlp_out);
// print_ocp_qp_in(mem->qp_in);
#if defined(ACADOS_WITH_OPENMP)
// restore number of threads
omp_set_num_threads(num_threads_bkp);
#endif
mem->status = ACADOS_SUCCESS;
return mem->status;
}
int ocp_nlp_sqp_rti_precompute(void *config_, void *dims_, void *nlp_in_, void *nlp_out_,
void *opts_, void *mem_, void *work_)
{
ocp_nlp_dims *dims = dims_;
ocp_nlp_config *config = config_;
ocp_nlp_sqp_rti_opts *opts = opts_;
ocp_nlp_sqp_rti_memory *mem = mem_;
ocp_nlp_in *nlp_in = nlp_in_;
// ocp_nlp_out *nlp_out = nlp_out_;
// ocp_qp_xcond_solver_config *qp_solver = config->qp_solver;
ocp_nlp_sqp_rti_work *work = work_;
ocp_nlp_sqp_rti_cast_workspace(config, dims, work, mem, opts);
// extract dims
int N = dims->N;
int status = ACADOS_SUCCESS;
int ii;
// TODO(fuck_lint) checks
// TODO(fuck_lint) flag to enable/disable checks
for (ii = 0; ii <= N; ii++)
{
// TODO(fuck_lint) check that ns in opt_var == ns in constraints
}
// precompute
for (ii = 0; ii < N; ii++)
{
// set T
config->dynamics[ii]->model_set(config->dynamics[ii], dims->dynamics[ii], nlp_in->dynamics[ii], "T", nlp_in->Ts+ii);
// dynamics precompute
status = config->dynamics[ii]->precompute(config->dynamics[ii], dims->dynamics[ii],
nlp_in->dynamics[ii], opts->dynamics[ii],
mem->dynamics[ii], work->dynamics[ii]);
if (status != ACADOS_SUCCESS) return status;
}
return status;
}
void ocp_nlp_sqp_rti_eval_param_sens(void *config_, void *dims_, void *opts_, void *mem_, void *work_, char *field, int stage, int index, void *sens_nlp_out_)
{
ocp_nlp_dims *dims = dims_;
ocp_nlp_config *config = config_;
ocp_nlp_sqp_rti_opts *opts = opts_;
ocp_nlp_sqp_rti_memory *mem = mem_;
ocp_nlp_out *sens_nlp_out = sens_nlp_out_;
// ocp_qp_xcond_solver_config *qp_solver = config->qp_solver;
ocp_nlp_sqp_rti_work *work = work_;
ocp_nlp_sqp_rti_cast_workspace(config, dims, work, mem, opts);
// extract dims
// int N = dims->N;
// int status = ACADOS_SUCCESS;
// int ii;
d_ocp_qp_copy_all(mem->qp_in, work->tmp_qp_in);
d_ocp_qp_set_rhs_zero(work->tmp_qp_in);
double one = 1.0;
if ((!strcmp("ex", field)) & (stage==0))
{
d_ocp_qp_set_el("lbx", stage, index, &one, work->tmp_qp_in);
d_ocp_qp_set_el("ubx", stage, index, &one, work->tmp_qp_in);
// d_ocp_qp_print(work->tmp_qp_in->dim, work->tmp_qp_in);
config->qp_solver->eval_sens(config->qp_solver, dims->qp_solver, work->tmp_qp_in, work->tmp_qp_out, opts->qp_solver_opts, mem->qp_solver_mem, work->qp_work);
// d_ocp_qp_sol_print(work->tmp_qp_out->dim, work->tmp_qp_out);
// exit(1);
// copy tmp_qp_out into sens_nlp_out
// loop index
int i;
// extract dims
int N = dims->N;
int *nv = dims->nv;
int *nx = dims->nx;
// int *nu = dims->nu;
int *ni = dims->ni;
// int *nz = dims->nz;
for (i = 0; i <= N; i++)
{
blasfeo_dveccp(nv[i], work->tmp_qp_out->ux + i, 0, sens_nlp_out->ux + i, 0);
if (i < N)
blasfeo_dveccp(nx[i + 1], work->tmp_qp_out->pi + i, 0, sens_nlp_out->pi + i, 0);
blasfeo_dveccp(2 * ni[i], work->tmp_qp_out->lam + i, 0, sens_nlp_out->lam + i, 0);
blasfeo_dveccp(2 * ni[i], work->tmp_qp_out->t + i, 0, sens_nlp_out->t + i, 0);
}
}
else
{
printf("\nerror: field %s at stage %d not available in ocp_nlp_sqp_rti_eval_param_sens\n", field, stage);
exit(1);
}
return;
}
// TODO remane mmeory_get ???
void ocp_nlp_sqp_rti_get(void *config_, void *mem_, const char *field, void *return_value_)
{
// ocp_nlp_config *config = config_;
ocp_nlp_sqp_rti_memory *mem = mem_;
if (!strcmp("sqp_iter", field))
{
int *value = return_value_;
*value = 1;
}
else if (!strcmp("status", field))
{
int *value = return_value_;
*value = mem->status;
}
else if (!strcmp("time_tot", field) || !strcmp("tot_time", field))
{
double *value = return_value_;
*value = mem->time_tot;
}
else if (!strcmp("time_qp_sol", field) || !strcmp("time_qp", field))
{
double *value = return_value_;
*value = mem->time_qp_sol;
}
else if (!strcmp("time_lin", field))
{
double *value = return_value_;
*value = mem->time_lin;
}
else if (!strcmp("time_reg", field))
{
double *value = return_value_;
*value = mem->time_reg;
}
else if (!strcmp("stat", field))
{
double **value = return_value_;
*value = mem->stat;
}
else if (!strcmp("stat_m", field))
{
int *value = return_value_;
*value = mem->stat_m;
}
else if (!strcmp("stat_n", field))
{
int *value = return_value_;
*value = mem->stat_n;
}
else
{
printf("\nerror: output type %s not available in ocp_nlp_sqp_rti module\n", field);
exit(1);
}
}
void ocp_nlp_sqp_rti_config_initialize_default(void *config_)
{
ocp_nlp_config *config = (ocp_nlp_config *) config_;
config->opts_calculate_size = &ocp_nlp_sqp_rti_opts_calculate_size;
config->opts_assign = &ocp_nlp_sqp_rti_opts_assign;
config->opts_initialize_default = &ocp_nlp_sqp_rti_opts_initialize_default;
config->opts_update = &ocp_nlp_sqp_rti_opts_update;
config->opts_set = &ocp_nlp_sqp_rti_opts_set;
config->dynamics_opts_set = &ocp_nlp_sqp_rti_dynamics_opts_set;
config->cost_opts_set = &ocp_nlp_sqp_rti_cost_opts_set;
config->constraints_opts_set = &ocp_nlp_sqp_rti_constraints_opts_set;
config->memory_calculate_size = &ocp_nlp_sqp_rti_memory_calculate_size;
config->memory_assign = &ocp_nlp_sqp_rti_memory_assign;
config->workspace_calculate_size = &ocp_nlp_sqp_rti_workspace_calculate_size;
config->evaluate = &ocp_nlp_sqp_rti;
config->eval_param_sens = &ocp_nlp_sqp_rti_eval_param_sens;
config->config_initialize_default = &ocp_nlp_sqp_rti_config_initialize_default;
config->precompute = &ocp_nlp_sqp_rti_precompute;
config->get = &ocp_nlp_sqp_rti_get;
return;
}
|
linked_omp3_tasks.c | #include <omp.h>
#include <stdlib.h>
#include <stdio.h>
#ifndef N
#define N 5
#endif
#ifndef FS
#define FS 38
#endif
struct node
{
int data;
int fibdata;
struct node *next;
};
struct node *init_list(struct node *p);
void processwork(struct node *p);
int fib(int n);
int fib(int n)
{
int x, y;
if (n < 2)
{
return (n);
}
else
{
x = fib(n - 1);
y = fib(n - 2);
return (x + y);
}
}
void processwork(struct node *p)
{
int n, temp;
n = p->data;
temp = fib(n);
p->fibdata = temp;
}
struct node *init_list(struct node *p)
{
int i;
struct node *head = NULL;
struct node *temp = NULL;
head = malloc(sizeof(struct node));
p = head;
p->data = FS;
p->fibdata = 0;
for (i = 0; i < N; i++)
{
temp = malloc(sizeof(struct node));
p->next = temp;
p = temp;
p->data = FS + i + 1;
p->fibdata = i + 1;
}
p->next = NULL;
return head;
}
int main()
{
double start, end;
struct node *p = NULL;
struct node *temp = NULL;
struct node *head = NULL;
printf("Process linked list\n");
printf(" Each linked list node will be processed by function 'processwork()'\n");
printf(" Each ll node will compute %d fibonacci numbers beginning with %d\n", N, FS);
p = init_list(p);
head = p;
start = omp_get_wtime();
#pragma omp parallel
{
#pragma omp master
printf("Threads: %d\n", omp_get_num_threads());
#pragma omp single
{
p = head;
while (p)
{
#pragma omp task firstprivate(p) //first private is required
{
processwork(p);
}
p = p->next;
}
}
}
end = omp_get_wtime();
p = head;
while (p != NULL)
{
printf("%d : %d\n", p->data, p->fibdata);
temp = p->next;
free(p);
p = temp;
}
free(p);
printf("Compute Time: %f seconds\n", end - start);
return 0;
}
|
GB_binop__iseq_int32.c | //------------------------------------------------------------------------------
// GB_binop: hard-coded functions for each built-in binary operator
//------------------------------------------------------------------------------
// SuiteSparse:GraphBLAS, Timothy A. Davis, (c) 2017-2021, All Rights Reserved.
// SPDX-License-Identifier: Apache-2.0
//------------------------------------------------------------------------------
// If this file is in the Generated2/ folder, do not edit it
// (it is auto-generated from Generator/*).
#include "GB.h"
#ifndef GBCOMPACT
#include "GB_emult.h"
#include "GB_control.h"
#include "GB_ek_slice.h"
#include "GB_dense.h"
#include "GB_atomics.h"
#include "GB_bitmap_assign_methods.h"
#include "GB_binop__include.h"
// C=binop(A,B) is defined by the following types and operators:
// A+B function (eWiseAdd): GB (_AaddB__iseq_int32)
// A.*B function (eWiseMult): GB (_AemultB_01__iseq_int32)
// A.*B function (eWiseMult): GB (_AemultB_02__iseq_int32)
// A.*B function (eWiseMult): GB (_AemultB_03__iseq_int32)
// A.*B function (eWiseMult): GB (_AemultB_bitmap__iseq_int32)
// A*D function (colscale): GB (_AxD__iseq_int32)
// D*A function (rowscale): GB (_DxB__iseq_int32)
// C+=B function (dense accum): GB (_Cdense_accumB__iseq_int32)
// C+=b function (dense accum): GB (_Cdense_accumb__iseq_int32)
// C+=A+B function (dense ewise3): GB ((none))
// C=A+B function (dense ewise3): GB (_Cdense_ewise3_noaccum__iseq_int32)
// C=scalar+B GB (_bind1st__iseq_int32)
// C=scalar+B' GB (_bind1st_tran__iseq_int32)
// C=A+scalar GB (_bind2nd__iseq_int32)
// C=A'+scalar GB (_bind2nd_tran__iseq_int32)
// C type: int32_t
// A type: int32_t
// B,b type: int32_t
// BinaryOp: cij = (aij == bij)
#define GB_ATYPE \
int32_t
#define GB_BTYPE \
int32_t
#define GB_CTYPE \
int32_t
// true if the types of A and B are identical
#define GB_ATYPE_IS_BTYPE \
1
// true if the types of C and A are identical
#define GB_CTYPE_IS_ATYPE \
1
// true if the types of C and B are identical
#define GB_CTYPE_IS_BTYPE \
1
// aij = Ax [pA]
#define GB_GETA(aij,Ax,pA,A_iso) \
int32_t aij = GBX (Ax, pA, A_iso)
// bij = Bx [pB]
#define GB_GETB(bij,Bx,pB,B_iso) \
int32_t bij = GBX (Bx, pB, B_iso)
// declare scalar of the same type as C
#define GB_CTYPE_SCALAR(t) \
int32_t t
// cij = Ax [pA]
#define GB_COPY_A_TO_C(cij,Ax,pA,A_iso) \
cij = GBX (Ax, pA, A_iso)
// cij = Bx [pB]
#define GB_COPY_B_TO_C(cij,Bx,pB,B_iso) \
cij = GBX (Bx, pB, B_iso)
#define GB_CX(p) Cx [p]
// binary operator
#define GB_BINOP(z,x,y,i,j) \
z = (x == y) ;
// true if the binop must be flipped
#define GB_BINOP_FLIP \
0
// op is second
#define GB_OP_IS_SECOND \
0
// do the numerical phases of GB_add and GB_emult
#define GB_PHASE_2_OF_2
// hard-coded loops can be vectorized
#define GB_PRAGMA_SIMD_VECTORIZE GB_PRAGMA_SIMD
// disable this operator and use the generic case if these conditions hold
#define GB_DISABLE \
(GxB_NO_ISEQ || GxB_NO_INT32 || GxB_NO_ISEQ_INT32)
//------------------------------------------------------------------------------
// C += A+B, all 3 matrices dense
//------------------------------------------------------------------------------
#if 0
// The op must be MIN, MAX, PLUS, MINUS, RMINUS, TIMES, DIV, or RDIV.
void GB ((none))
(
GrB_Matrix C,
const GrB_Matrix A,
const GrB_Matrix B,
const int nthreads
)
{
#include "GB_dense_ewise3_accum_template.c"
}
#endif
//------------------------------------------------------------------------------
// C = A+B, all 3 matrices dense
//------------------------------------------------------------------------------
GrB_Info GB (_Cdense_ewise3_noaccum__iseq_int32)
(
GrB_Matrix C,
const GrB_Matrix A,
const GrB_Matrix B,
const int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
#include "GB_dense_ewise3_noaccum_template.c"
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// C += B, accumulate a sparse matrix into a dense matrix
//------------------------------------------------------------------------------
GrB_Info GB (_Cdense_accumB__iseq_int32)
(
GrB_Matrix C,
const GrB_Matrix B,
const int64_t *B_ek_slicing, const int B_ntasks, const int B_nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
{
#include "GB_dense_subassign_23_template.c"
}
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// C += b, accumulate a scalar into a dense matrix
//------------------------------------------------------------------------------
GrB_Info GB (_Cdense_accumb__iseq_int32)
(
GrB_Matrix C,
const GB_void *p_bwork,
const int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
{
// get the scalar b for C += b, of type int32_t
int32_t bwork = (*((int32_t *) p_bwork)) ;
#include "GB_dense_subassign_22_template.c"
return (GrB_SUCCESS) ;
}
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// C = A*D, column scale with diagonal D matrix
//------------------------------------------------------------------------------
GrB_Info GB (_AxD__iseq_int32)
(
GrB_Matrix C,
const GrB_Matrix A, bool A_is_pattern,
const GrB_Matrix D, bool D_is_pattern,
const int64_t *A_ek_slicing, const int A_ntasks, const int A_nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
int32_t *restrict Cx = (int32_t *) C->x ;
#include "GB_AxB_colscale_template.c"
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// C = D*B, row scale with diagonal D matrix
//------------------------------------------------------------------------------
GrB_Info GB (_DxB__iseq_int32)
(
GrB_Matrix C,
const GrB_Matrix D, bool D_is_pattern,
const GrB_Matrix B, bool B_is_pattern,
int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
int32_t *restrict Cx = (int32_t *) C->x ;
#include "GB_AxB_rowscale_template.c"
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// eWiseAdd: C = A+B or C<M> = A+B
//------------------------------------------------------------------------------
GrB_Info GB (_AaddB__iseq_int32)
(
GrB_Matrix C,
const int C_sparsity,
const GrB_Matrix M,
const bool Mask_struct,
const bool Mask_comp,
const GrB_Matrix A,
const GrB_Matrix B,
const bool Ch_is_Mh,
const int64_t *restrict C_to_M,
const int64_t *restrict C_to_A,
const int64_t *restrict C_to_B,
const GB_task_struct *restrict TaskList,
const int C_ntasks,
const int C_nthreads,
GB_Context Context
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
GB_WERK_DECLARE (M_ek_slicing, int64_t) ;
GB_WERK_DECLARE (A_ek_slicing, int64_t) ;
GB_WERK_DECLARE (B_ek_slicing, int64_t) ;
#include "GB_add_template.c"
GB_FREE_WORK ;
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// eWiseMult: C = A.*B or C<M> = A.*B
//------------------------------------------------------------------------------
GrB_Info GB (_AemultB_01__iseq_int32)
(
GrB_Matrix C,
const int C_sparsity,
const int ewise_method,
const GrB_Matrix M,
const bool Mask_struct,
const bool Mask_comp,
const GrB_Matrix A,
const GrB_Matrix B,
const int64_t *restrict C_to_M,
const int64_t *restrict C_to_A,
const int64_t *restrict C_to_B,
const GB_task_struct *restrict TaskList,
const int C_ntasks,
const int C_nthreads,
GB_Context Context
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
#include "GB_emult_01_meta.c"
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// eWiseMult: C<#> = A.*B when A is sparse/hyper and B is bitmap/full
//------------------------------------------------------------------------------
GrB_Info GB (_AemultB_02__iseq_int32)
(
GrB_Matrix C,
const GrB_Matrix M,
const bool Mask_struct,
const bool Mask_comp,
const GrB_Matrix A,
const GrB_Matrix B,
const bool flipxy,
const int64_t *restrict Cp_kfirst,
const int64_t *A_ek_slicing, const int A_ntasks, const int A_nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
#if GB_BINOP_FLIP
// The operator is not commutative, and does not have a flipped
// variant. For example z=atan2(y,x).
if (flipxy)
{
// use fmult(y,x)
#undef GB_FLIPPED
#define GB_FLIPPED 1
#include "GB_emult_02_template.c"
}
else
{
// use fmult(x,y)
#undef GB_FLIPPED
#define GB_FLIPPED 0
#include "GB_emult_02_template.c"
}
#else
// No need to handle the flip: the operator is either commutative, or
// has been handled by changing z=div(y,x) to z=rdiv(x,y) for example.
#undef GB_FLIPPED
#define GB_FLIPPED 0
#include "GB_emult_02_template.c"
#endif
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// eWiseMult: C<M> = A.*B, M sparse/hyper, A and B bitmap/full
//------------------------------------------------------------------------------
GrB_Info GB (_AemultB_03__iseq_int32)
(
GrB_Matrix C,
const GrB_Matrix M,
const bool Mask_struct,
const GrB_Matrix A,
const GrB_Matrix B,
const int64_t *restrict Cp_kfirst,
const int64_t *M_ek_slicing, const int M_ntasks, const int M_nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
#include "GB_emult_03_template.c"
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// eWiseMult: C=A.*B, C<M>=A.*B, C<!M>=A.*B where C is bitmap
//------------------------------------------------------------------------------
GrB_Info GB (_AemultB_bitmap__iseq_int32)
(
GrB_Matrix C,
const int ewise_method,
const GrB_Matrix M,
const bool Mask_struct,
const bool Mask_comp,
const GrB_Matrix A,
const GrB_Matrix B,
const int64_t *M_ek_slicing, const int M_ntasks, const int M_nthreads,
const int C_nthreads,
GB_Context Context
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
#include "GB_bitmap_emult_template.c"
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// Cx = op (x,Bx): apply a binary operator to a matrix with scalar bind1st
//------------------------------------------------------------------------------
GrB_Info GB (_bind1st__iseq_int32)
(
GB_void *Cx_output, // Cx and Bx may be aliased
const GB_void *x_input,
const GB_void *Bx_input,
const int8_t *restrict Bb,
int64_t bnz,
int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
int32_t *Cx = (int32_t *) Cx_output ;
int32_t x = (*((int32_t *) x_input)) ;
int32_t *Bx = (int32_t *) Bx_input ;
int64_t p ;
#pragma omp parallel for num_threads(nthreads) schedule(static)
for (p = 0 ; p < bnz ; p++)
{
if (!GBB (Bb, p)) continue ;
int32_t bij = GBX (Bx, p, false) ;
Cx [p] = (x == bij) ;
}
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// Cx = op (Ax,y): apply a binary operator to a matrix with scalar bind2nd
//------------------------------------------------------------------------------
GrB_Info GB (_bind2nd__iseq_int32)
(
GB_void *Cx_output, // Cx and Ax may be aliased
const GB_void *Ax_input,
const GB_void *y_input,
const int8_t *restrict Ab,
int64_t anz,
int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
int64_t p ;
int32_t *Cx = (int32_t *) Cx_output ;
int32_t *Ax = (int32_t *) Ax_input ;
int32_t y = (*((int32_t *) y_input)) ;
#pragma omp parallel for num_threads(nthreads) schedule(static)
for (p = 0 ; p < anz ; p++)
{
if (!GBB (Ab, p)) continue ;
int32_t aij = GBX (Ax, p, false) ;
Cx [p] = (aij == y) ;
}
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// C = op (x, A'): transpose and apply a binary operator
//------------------------------------------------------------------------------
// cij = op (x, aij), no typecasting (in spite of the macro name)
#undef GB_CAST_OP
#define GB_CAST_OP(pC,pA) \
{ \
int32_t aij = GBX (Ax, pA, false) ; \
Cx [pC] = (x == aij) ; \
}
GrB_Info GB (_bind1st_tran__iseq_int32)
(
GrB_Matrix C,
const GB_void *x_input,
const GrB_Matrix A,
int64_t *restrict *Workspaces,
const int64_t *restrict A_slice,
int nworkspaces,
int nthreads
)
{
// GB_unop_transpose.c uses GB_ATYPE, but A is
// the 2nd input to binary operator z=f(x,y).
#undef GB_ATYPE
#define GB_ATYPE \
int32_t
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
int32_t x = (*((const int32_t *) x_input)) ;
#include "GB_unop_transpose.c"
return (GrB_SUCCESS) ;
#endif
#undef GB_ATYPE
#define GB_ATYPE \
int32_t
}
//------------------------------------------------------------------------------
// C = op (A', y): transpose and apply a binary operator
//------------------------------------------------------------------------------
// cij = op (aij, y), no typecasting (in spite of the macro name)
#undef GB_CAST_OP
#define GB_CAST_OP(pC,pA) \
{ \
int32_t aij = GBX (Ax, pA, false) ; \
Cx [pC] = (aij == y) ; \
}
GrB_Info GB (_bind2nd_tran__iseq_int32)
(
GrB_Matrix C,
const GrB_Matrix A,
const GB_void *y_input,
int64_t *restrict *Workspaces,
const int64_t *restrict A_slice,
int nworkspaces,
int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
int32_t y = (*((const int32_t *) y_input)) ;
#include "GB_unop_transpose.c"
return (GrB_SUCCESS) ;
#endif
}
#endif
|
GxB_Monoid_terminal.c | //------------------------------------------------------------------------------
// GxB_Monoid_terminal: return the terminal of a monoid (if any)
//------------------------------------------------------------------------------
// SuiteSparse:GraphBLAS, Timothy A. Davis, (c) 2017-2022, All Rights Reserved.
// SPDX-License-Identifier: Apache-2.0
//------------------------------------------------------------------------------
#include "GB.h"
GrB_Info GxB_Monoid_terminal // return the monoid terminal
(
bool *has_terminal, // true if the monoid has a terminal value
void *terminal, // returns the terminal of the monoid,
// unmodified if has_terminal is false
GrB_Monoid monoid // monoid to query
)
{
//--------------------------------------------------------------------------
// check inputs
//--------------------------------------------------------------------------
GB_WHERE1 ("GxB_Monoid_terminal (&has_terminal, &terminal, monoid)") ;
GB_RETURN_IF_NULL (has_terminal) ;
GB_RETURN_IF_NULL (terminal) ;
GB_RETURN_IF_NULL_OR_FAULTY (monoid) ;
ASSERT_MONOID_OK (monoid, "monoid for terminal", GB0) ;
//--------------------------------------------------------------------------
// return the terminal
//--------------------------------------------------------------------------
(*has_terminal) = (monoid->terminal != NULL) ;
if (*has_terminal)
{
memcpy (terminal, monoid->terminal, monoid->op->ztype->size) ;
}
#pragma omp flush
return (GrB_SUCCESS) ;
}
|
omp_dem_search.h | //
// Project Name: Kratos
// Last Modified by: $Author: clabra $
// Date: $Date: 2007-03-29 19:37:47 $
// Revision: $Revision: 1.2 $
//
//
#if !defined(KRATOS_OMP_DEM_SEARCH_H_INCLUDED )
#define KRATOS_OMP_DEM_SEARCH_H_INCLUDED
// System includes
#include <string>
#include <iostream>
// include kratos definitions
#include "includes/define.h"
// Project includes
#include "spatial_containers/dem_search.h"
#include "utilities/openmp_utils.h"
// Configures
#include "discrete_particle_configure.h"
#include "geometrical_object_configure.h"
#include "node_configure.h"
// Search
#include "spatial_containers/bins_dynamic_objects.h"
#include "spatial_containers/bins_dynamic.h"
#include "custom_search/bins_dynamic_objects_periodic.h"
// External includes
/* Timer defines */
#include "utilities/timer.h"
#ifdef CUSTOMTIMER
#define KRATOS_TIMER_START(t) Timer::Start(t);
#define KRATOS_TIMER_STOP(t) Timer::Stop(t);
#else
#define KRATOS_TIMER_START(t)
#define KRATOS_TIMER_STOP(t)
#endif
namespace Kratos
{
///@name Kratos Globals
///@{
///@}
///@name Type Definitions
///@{
///@}
///@name Enum's
///@{
///@}
///@name Functions
///@{
///@}
///@name Kratos Classes
///@{
/// Short class definition.
/** Detail class definition.
*/
class OMP_DEMSearch : public DEMSearch<OMP_DEMSearch>
{
public:
///@name Type Definitions
///@{
/// Pointer definition of OMP_DEMSearch
KRATOS_CLASS_POINTER_DEFINITION(OMP_DEMSearch);
typedef PointType* PtrPointType;
typedef std::vector<PtrPointType>* PointVector;
typedef std::vector<PtrPointType>::iterator PointIterator;
typedef double* DistanceVector;
typedef double* DistanceIterator;
//Configure Types
typedef DiscreteParticleConfigure<3> ElementConfigureType; //Element
typedef NodeConfigure<3> NodeConfigureType; //Node
typedef GeometricalConfigure<3> GeometricalConfigureType; //Generic Geometry
//Bin Types
typedef BinsObjectDynamic<ElementConfigureType> BinsType;
typedef BinsObjectDynamicPeriodic<ElementConfigureType> BinsTypePeriodic;
typedef std::unique_ptr<BinsType> BinsUniquePointerType;
typedef BinsObjectDynamic<NodeConfigureType> NodeBinsType;
typedef BinsObjectDynamic<GeometricalConfigureType> GeometricalBinsType;
//GeoimetricalObject
typedef PointerVectorSet<GeometricalObject, IndexedObject> GeometricalObjectType;
///@}
///@name Life Cycle
///@{
/// Default constructor.
OMP_DEMSearch(const double domain_min_x = 0.0, const double domain_min_y = 0.0, const double domain_min_z = 0.0,
const double domain_max_x = -1.0, const double domain_max_y = -1.0, const double domain_max_z = -1.0)
{
mDomainPeriodicity = (domain_min_x <= domain_max_x) ? true : false;
}
/// Destructor.
~OMP_DEMSearch(){
}
///@}
///@name Operators
///@{
///@}
///@name Operations
///@{
void SearchElementsInRadiusExclusiveImplementation (
ElementsContainerType const& rStructureElements,
ElementsContainerType const& rElements,
const RadiusArrayType & Radius,
VectorResultElementsContainerType& rResults,
VectorDistanceType& rResultsDistance )
{
// KRATOS_TRY
//
// int MaxNumberOfElements = rStructureElements.size();
//
// ElementsContainerType::ContainerType& elements_bins = const_cast<ElementsContainerType::ContainerType&>(rStructureElements.GetContainer());
// ElementsContainerType::ContainerType& elements_sear = const_cast<ElementsContainerType::ContainerType&>(rElements.GetContainer());
//
// GeometricalObjectType::ContainerType SearElementPointerToGeometricalObjecPointerTemporalVector;
// GeometricalObjectType::ContainerType BinsElementPointerToGeometricalObjecPointerTemporalVector;
//
// BinsElementPointerToGeometricalObjecPointerTemporalVector.reserve(elements_bins.size());
// SearElementPointerToGeometricalObjecPointerTemporalVector.reserve(elements_sear.size());
//
// for(ElementsContainerType::ContainerType::iterator it = elements_bins.begin(); it != elements_bins.end(); it++)
// BinsElementPointerToGeometricalObjecPointerTemporalVector.push_back(*it);
//
// for(ElementsContainerType::ContainerType::iterator it = elements_sear.begin(); it != elements_sear.end(); it++)
// SearElementPointerToGeometricalObjecPointerTemporalVector.push_back(*it);
//
// GeometricalBinsType bins(BinsElementPointerToGeometricalObjecPointerTemporalVector.begin(), BinsElementPointerToGeometricalObjecPointerTemporalVector.end());
//
// #pragma omp parallel
// {
// GeometricalObjectType::ContainerType localResults(MaxNumberOfElements);
// DistanceType localResultsDistances(MaxNumberOfElements);
// std::size_t NumberOfResults = 0;
//
// #pragma omp for
// for(std::size_t i = 0; i < elements_sear.size(); i++)
// {
// GeometricalObjectType::ContainerType::iterator ResultsPointer = localResults.begin();
// DistanceType::iterator ResultsDistancesPointer = localResultsDistances.begin();
//
// NumberOfResults = bins.SearchObjectsInRadiusExclusive(SearElementPointerToGeometricalObjecPointerTemporalVector[i],Radius[i],ResultsPointer,ResultsDistancesPointer,MaxNumberOfElements);
//
// rResults[i].reserve(NumberOfResults);
//
// for(GeometricalObjectType::ContainerType::iterator it = localResults.begin(); it != localResults.begin() + NumberOfResults; it++)
// {
// Element::Pointer elem = Kratos::dynamic_pointer_cast<Element>(*it);
// rResults[i].push_back(elem);
// rResultsDistance[i].insert(rResultsDistance[i].begin(),localResultsDistances.begin(),localResultsDistances.begin()+NumberOfResults);
// }
// }
// }
//
// KRATOS_CATCH("")
KRATOS_TRY
int MaxNumberOfElements = rStructureElements.size();
ElementsContainerType::ContainerType& elements_array = const_cast<ElementsContainerType::ContainerType&>(rElements.GetContainer());
ElementsContainerType::ContainerType& elements_ModelPart = const_cast<ElementsContainerType::ContainerType&>(rStructureElements.GetContainer());
BinsUniquePointerType p_bins = GetBins(elements_ModelPart);
#pragma omp parallel
{
ResultElementsContainerType localResults(MaxNumberOfElements);
DistanceType localResultsDistances(MaxNumberOfElements);
std::size_t NumberOfResults = 0;
#pragma omp for schedule(dynamic, 100) //schedule(guided)
for(int i = 0; i < static_cast<int>(elements_array.size()); i++)
{
ResultElementsContainerType::iterator ResultsPointer = localResults.begin();
DistanceType::iterator ResultsDistancesPointer = localResultsDistances.begin();
SphericParticle* p_particle = dynamic_cast<SphericParticle*>(&*elements_array[i]);
const double radius = p_particle->GetSearchRadius();
NumberOfResults = p_bins->SearchObjectsInRadiusExclusive(elements_array[i],radius,ResultsPointer,ResultsDistancesPointer,MaxNumberOfElements);
rResults[i].insert(rResults[i].begin(),localResults.begin(),localResults.begin()+NumberOfResults);
rResultsDistance[i].insert(rResultsDistance[i].begin(),localResultsDistances.begin(),localResultsDistances.begin()+NumberOfResults);
}
}
//MAJOR TODO: creating and destroying (when leaving the function) this BINS is not parallel and takes a significant time if we search at every time step. Can we re-use a bins and avoid allocation and deallocation?? MA
KRATOS_CATCH("")
}
void SearchElementsInRadiusInclusiveImplementation (
ElementsContainerType const& rStructureElements,
ElementsContainerType const& rElements,
const RadiusArrayType& Radius,
VectorResultElementsContainerType& rResults,
VectorDistanceType& rResultsDistance )
{
KRATOS_TRY
int MaxNumberOfElements = rStructureElements.size();
ElementsContainerType::ContainerType& elements_array = const_cast<ElementsContainerType::ContainerType&>(rElements.GetContainer());
ElementsContainerType::ContainerType& elements_ModelPart = const_cast<ElementsContainerType::ContainerType&>(rStructureElements.GetContainer());
BinsUniquePointerType p_bins = GetBins(elements_ModelPart);
#pragma omp parallel
{
ResultElementsContainerType localResults(MaxNumberOfElements);
DistanceType localResultsDistances(MaxNumberOfElements);
std::size_t NumberOfResults = 0;
#pragma omp for
for(int i = 0; i < static_cast<int>(elements_array.size()); i++)
{
ResultElementsContainerType::iterator ResultsPointer = localResults.begin();
DistanceType::iterator ResultsDistancesPointer = localResultsDistances.begin();
SphericParticle* p_particle = dynamic_cast<SphericParticle*>(&*elements_array[i]);
const double radius = p_particle->GetSearchRadius();
NumberOfResults = p_bins->SearchObjectsInRadius(elements_array[i],radius,ResultsPointer,ResultsDistancesPointer,MaxNumberOfElements);
rResults[i].insert(rResults[i].begin(),localResults.begin(),localResults.begin()+NumberOfResults);
rResultsDistance[i].insert(rResultsDistance[i].begin(),localResultsDistances.begin(),localResultsDistances.begin()+NumberOfResults);
}
}
KRATOS_CATCH("")
}
void SearchElementsInRadiusExclusiveImplementation (
ElementsContainerType const& rStructureElements,
ElementsContainerType const& rElements,
const RadiusArrayType & Radius,
VectorResultElementsContainerType& rResults )
{
KRATOS_TRY
int MaxNumberOfElements = rStructureElements.size();
ElementsContainerType::ContainerType& elements_array = const_cast<ElementsContainerType::ContainerType&>(rElements.GetContainer());
ElementsContainerType::ContainerType& elements_ModelPart = const_cast<ElementsContainerType::ContainerType&>(rStructureElements.GetContainer());
BinsUniquePointerType p_bins = GetBins(elements_ModelPart);
#pragma omp parallel
{
ResultElementsContainerType localResults(MaxNumberOfElements);
std::size_t NumberOfResults = 0;
#pragma omp for
for(int i = 0; i < static_cast<int>(elements_array.size()); i++)
{
ResultElementsContainerType::iterator ResultsPointer = localResults.begin();
SphericParticle* p_particle = dynamic_cast<SphericParticle*>(&*elements_array[i]);
const double radius = p_particle->GetSearchRadius();
NumberOfResults = p_bins->SearchObjectsInRadiusExclusive(elements_array[i],radius,ResultsPointer,MaxNumberOfElements);
rResults[i].insert(rResults[i].begin(),localResults.begin(),localResults.begin()+NumberOfResults);
}
}
KRATOS_CATCH("")
}
void SearchElementsInRadiusInclusiveImplementation (
ElementsContainerType const& rStructureElements,
ElementsContainerType const& rElements,
const RadiusArrayType & Radius,
VectorResultElementsContainerType& rResults )
{
KRATOS_TRY
int MaxNumberOfElements = rStructureElements.size();
ElementsContainerType::ContainerType& elements_array = const_cast<ElementsContainerType::ContainerType&>(rElements.GetContainer());
ElementsContainerType::ContainerType& elements_ModelPart = const_cast<ElementsContainerType::ContainerType&>(rStructureElements.GetContainer());
BinsType bins(elements_ModelPart.begin(), elements_ModelPart.end());
#pragma omp parallel
{
ResultElementsContainerType localResults(MaxNumberOfElements);
std::size_t NumberOfResults = 0;
#pragma omp for
for(int i = 0; i < static_cast<int>(elements_array.size()); i++)
{
ResultElementsContainerType::iterator ResultsPointer = localResults.begin();
SphericParticle* p_particle = dynamic_cast<SphericParticle*>(&*elements_array[i]);
const double radius = p_particle->GetSearchRadius();
NumberOfResults = bins.SearchObjectsInRadius(elements_array[i],radius,ResultsPointer,MaxNumberOfElements);
rResults[i].insert(rResults[i].begin(),localResults.begin(),localResults.begin()+NumberOfResults);
}
}
KRATOS_CATCH("")
}
void SearchNodesInRadiusExclusiveImplementation (
NodesContainerType const& rStructureNodes,
NodesContainerType const& rNodes,
const RadiusArrayType & Radius,
VectorResultNodesContainerType& rResults,
VectorDistanceType& rResultsDistance )
{
KRATOS_TRY
int MaxNumberOfNodes = rStructureNodes.size();
NodesContainerType::ContainerType& nodes_array = const_cast<NodesContainerType::ContainerType&>(rNodes.GetContainer());
NodesContainerType::ContainerType& nodes_ModelPart = const_cast<NodesContainerType::ContainerType&>(rStructureNodes.GetContainer());
NodeBinsType bins(nodes_ModelPart.begin(), nodes_ModelPart.end());
#pragma omp parallel
{
ResultNodesContainerType localResults(MaxNumberOfNodes);
DistanceType localResultsDistances(MaxNumberOfNodes);
std::size_t NumberOfResults = 0;
#pragma omp for
for(int i = 0; i < static_cast<int>(nodes_array.size()); i++)
{
ResultNodesContainerType::iterator ResultsPointer = localResults.begin();
DistanceType::iterator ResultsDistancesPointer = localResultsDistances.begin();
NumberOfResults = bins.SearchObjectsInRadiusExclusive(nodes_array[i],Radius[i],ResultsPointer,ResultsDistancesPointer,MaxNumberOfNodes);
rResults[i].insert(rResults[i].begin(),localResults.begin(),localResults.begin()+NumberOfResults);
rResultsDistance[i].insert(rResultsDistance[i].begin(),localResultsDistances.begin(),localResultsDistances.begin()+NumberOfResults);
}
}
KRATOS_CATCH("")
}
void SearchNodesInRadiusInclusiveImplementation (
NodesContainerType const& rStructureNodes,
NodesContainerType const& rNodes,
const RadiusArrayType & Radius,
VectorResultNodesContainerType& rResults,
VectorDistanceType& rResultsDistance )
{
KRATOS_TRY
int MaxNumberOfNodes = rStructureNodes.size();
NodesContainerType::ContainerType& nodes_array = const_cast<NodesContainerType::ContainerType&>(rNodes.GetContainer());
NodesContainerType::ContainerType& nodes_ModelPart = const_cast<NodesContainerType::ContainerType&>(rStructureNodes.GetContainer());
NodeBinsType bins(nodes_ModelPart.begin(), nodes_ModelPart.end());
#pragma omp parallel
{
ResultNodesContainerType localResults(MaxNumberOfNodes);
DistanceType localResultsDistances(MaxNumberOfNodes);
std::size_t NumberOfResults = 0;
#pragma omp for
for(int i = 0; i < static_cast<int>(nodes_array.size()); i++)
{
ResultNodesContainerType::iterator ResultsPointer = localResults.begin();
DistanceType::iterator ResultsDistancesPointer = localResultsDistances.begin();
NumberOfResults = bins.SearchObjectsInRadius(nodes_array[i],Radius[i],ResultsPointer,ResultsDistancesPointer,MaxNumberOfNodes);
rResults[i].insert(rResults[i].begin(),localResults.begin(),localResults.begin()+NumberOfResults);
rResultsDistance[i].insert(rResultsDistance[i].begin(),localResultsDistances.begin(),localResultsDistances.begin()+NumberOfResults);
}
}
KRATOS_CATCH("")
}
void SearchNodesInRadiusExclusiveImplementation (
NodesContainerType const& rStructureNodes,
NodesContainerType const& rNodes,
const RadiusArrayType & Radius,
VectorResultNodesContainerType& rResults )
{
KRATOS_TRY
int MaxNumberOfNodes = rStructureNodes.size();
NodesContainerType::ContainerType& nodes_array = const_cast<NodesContainerType::ContainerType&>(rNodes.GetContainer());
NodesContainerType::ContainerType& nodes_ModelPart = const_cast<NodesContainerType::ContainerType&>(rStructureNodes.GetContainer());
NodeBinsType bins(nodes_ModelPart.begin(), nodes_ModelPart.end());
#pragma omp parallel
{
ResultNodesContainerType localResults(MaxNumberOfNodes);
std::size_t NumberOfResults = 0;
#pragma omp for
for(int i = 0; i < static_cast<int>(nodes_array.size()); i++)
{
ResultNodesContainerType::iterator ResultsPointer = localResults.begin();
NumberOfResults = bins.SearchObjectsInRadiusExclusive(nodes_array[i],Radius[i],ResultsPointer,MaxNumberOfNodes);
rResults[i].insert(rResults[i].begin(),localResults.begin(),localResults.begin()+NumberOfResults);
}
}
KRATOS_CATCH("")
}
void SearchNodesInRadiusInclusiveImplementation (
NodesContainerType const& rStructureNodes,
NodesContainerType const& rNodes,
const RadiusArrayType & Radius,
VectorResultNodesContainerType& rResults )
{
KRATOS_TRY
int MaxNumberOfNodes = rStructureNodes.size();
NodesContainerType::ContainerType& nodes_array = const_cast<NodesContainerType::ContainerType&>(rNodes.GetContainer());
NodesContainerType::ContainerType& nodes_ModelPart = const_cast<NodesContainerType::ContainerType&>(rStructureNodes.GetContainer());
NodeBinsType bins(nodes_ModelPart.begin(), nodes_ModelPart.end());
#pragma omp parallel
{
ResultNodesContainerType localResults(MaxNumberOfNodes);
std::size_t NumberOfResults = 0;
#pragma omp for
for(int i = 0; i < static_cast<int>(nodes_array.size()); i++)
{
ResultNodesContainerType::iterator ResultsPointer = localResults.begin();
NumberOfResults = bins.SearchObjectsInRadius(nodes_array[i],Radius[i],ResultsPointer,MaxNumberOfNodes);
rResults[i].insert(rResults[i].begin(),localResults.begin(),localResults.begin()+NumberOfResults);
}
}
KRATOS_CATCH("")
}
void SearchGeometricalInRadiusExclusiveImplementation (
ElementsContainerType const& rStructureElements,
ConditionsContainerType const& rElements,
const RadiusArrayType & Radius,
VectorResultConditionsContainerType& rResults,
VectorDistanceType& rResultsDistance )
{
KRATOS_TRY
int MaxNumberOfElements = rStructureElements.size();
ElementsContainerType::ContainerType& elements_bins = const_cast<ElementsContainerType::ContainerType&> (rStructureElements.GetContainer());
ConditionsContainerType::ContainerType& elements_sear = const_cast<ConditionsContainerType::ContainerType&>(rElements.GetContainer());
GeometricalObjectType::ContainerType SearElementPointerToGeometricalObjecPointerTemporalVector;
GeometricalObjectType::ContainerType BinsElementPointerToGeometricalObjecPointerTemporalVector;
SearElementPointerToGeometricalObjecPointerTemporalVector.reserve(elements_sear.size());
BinsElementPointerToGeometricalObjecPointerTemporalVector.reserve(elements_bins.size());
for(ElementsContainerType::ContainerType::iterator it = elements_bins.begin(); it != elements_bins.end(); it++)
BinsElementPointerToGeometricalObjecPointerTemporalVector.push_back(*it);
for(ConditionsContainerType::ContainerType::iterator it = elements_sear.begin(); it != elements_sear.end(); it++)
SearElementPointerToGeometricalObjecPointerTemporalVector.push_back(*it);
GeometricalBinsType bins(BinsElementPointerToGeometricalObjecPointerTemporalVector.begin(), BinsElementPointerToGeometricalObjecPointerTemporalVector.end());
#pragma omp parallel
{
GeometricalObjectType::ContainerType localResults(MaxNumberOfElements);
DistanceType localResultsDistances(MaxNumberOfElements);
std::size_t NumberOfResults = 0;
#pragma omp for
for(int i = 0; i < static_cast<int>(elements_sear.size()); i++)
{
GeometricalObjectType::ContainerType::iterator ResultsPointer = localResults.begin();
DistanceType::iterator ResultsDistancesPointer = localResultsDistances.begin();
NumberOfResults = bins.SearchObjectsInRadiusExclusive(SearElementPointerToGeometricalObjecPointerTemporalVector[i],Radius[i],ResultsPointer,ResultsDistancesPointer,MaxNumberOfElements);
rResults[i].reserve(NumberOfResults);
for(GeometricalObjectType::ContainerType::iterator it = localResults.begin(); it != localResults.begin() + NumberOfResults; it++)
{
Condition::Pointer elem = Kratos::dynamic_pointer_cast<Condition>(*it);
rResults[i].push_back(elem);
rResultsDistance[i].insert(rResultsDistance[i].begin(),localResultsDistances.begin(),localResultsDistances.begin()+NumberOfResults);
}
}
}
KRATOS_CATCH("")
}
void SearchGeometricalInRadiusInclusiveImplementation (
ElementsContainerType const& rStructureElements,
ConditionsContainerType const& rElements,
const RadiusArrayType& Radius,
VectorResultConditionsContainerType& rResults,
VectorDistanceType& rResultsDistance )
{
KRATOS_TRY
int MaxNumberOfElements = rStructureElements.size();
ElementsContainerType::ContainerType& elements_bins = const_cast<ElementsContainerType::ContainerType&> (rStructureElements.GetContainer());
ConditionsContainerType::ContainerType& elements_sear = const_cast<ConditionsContainerType::ContainerType&>(rElements.GetContainer());
GeometricalObjectType::ContainerType SearElementPointerToGeometricalObjecPointerTemporalVector;
GeometricalObjectType::ContainerType BinsElementPointerToGeometricalObjecPointerTemporalVector;
SearElementPointerToGeometricalObjecPointerTemporalVector.reserve(elements_sear.size());
BinsElementPointerToGeometricalObjecPointerTemporalVector.reserve(elements_bins.size());
for(ElementsContainerType::ContainerType::iterator it = elements_bins.begin(); it != elements_bins.end(); it++)
BinsElementPointerToGeometricalObjecPointerTemporalVector.push_back(*it);
for(ConditionsContainerType::ContainerType::iterator it = elements_sear.begin(); it != elements_sear.end(); it++)
SearElementPointerToGeometricalObjecPointerTemporalVector.push_back(*it);
GeometricalBinsType bins(BinsElementPointerToGeometricalObjecPointerTemporalVector.begin(), BinsElementPointerToGeometricalObjecPointerTemporalVector.end());
#pragma omp parallel
{
GeometricalObjectType::ContainerType localResults(MaxNumberOfElements);
DistanceType localResultsDistances(MaxNumberOfElements);
std::size_t NumberOfResults = 0;
#pragma omp for
for(int i = 0; i < static_cast<int>(elements_sear.size()); i++)
{
GeometricalObjectType::ContainerType::iterator ResultsPointer = localResults.begin();
DistanceType::iterator ResultsDistancesPointer = localResultsDistances.begin();
NumberOfResults = bins.SearchObjectsInRadius(SearElementPointerToGeometricalObjecPointerTemporalVector[i],Radius[i],ResultsPointer,ResultsDistancesPointer,MaxNumberOfElements);
rResults[i].reserve(NumberOfResults);
for(GeometricalObjectType::ContainerType::iterator it = localResults.begin(); it != localResults.begin() + NumberOfResults; it++)
{
Condition::Pointer elem = Kratos::dynamic_pointer_cast<Condition>(*it);
rResults[i].push_back(elem);
rResultsDistance[i].insert(rResultsDistance[i].begin(),localResultsDistances.begin(),localResultsDistances.begin()+NumberOfResults);
}
}
}
KRATOS_CATCH("")
}
void SearchGeometricalInRadiusExclusiveImplementation (
ConditionsContainerType const& rStructureElements,
ElementsContainerType const& rElements,
const RadiusArrayType & Radius,
VectorResultElementsContainerType& rResults,
VectorDistanceType& rResultsDistance )
{
KRATOS_TRY
int MaxNumberOfElements = rStructureElements.size();
ConditionsContainerType::ContainerType& elements_bins = const_cast<ConditionsContainerType::ContainerType&>(rStructureElements.GetContainer());
ElementsContainerType::ContainerType& elements_sear = const_cast<ElementsContainerType::ContainerType&> (rElements.GetContainer());
GeometricalObjectType::ContainerType SearElementPointerToGeometricalObjecPointerTemporalVector;
GeometricalObjectType::ContainerType BinsElementPointerToGeometricalObjecPointerTemporalVector;
SearElementPointerToGeometricalObjecPointerTemporalVector.reserve(elements_sear.size());
BinsElementPointerToGeometricalObjecPointerTemporalVector.reserve(elements_bins.size());
for(ElementsContainerType::ContainerType::iterator it = elements_sear.begin(); it != elements_sear.end(); it++)
SearElementPointerToGeometricalObjecPointerTemporalVector.push_back(*it);
for(ConditionsContainerType::ContainerType::iterator it = elements_bins.begin(); it != elements_bins.end(); it++)
BinsElementPointerToGeometricalObjecPointerTemporalVector.push_back(*it);
GeometricalBinsType bins(BinsElementPointerToGeometricalObjecPointerTemporalVector.begin(), BinsElementPointerToGeometricalObjecPointerTemporalVector.end());
#pragma omp parallel
{
GeometricalObjectType::ContainerType localResults(MaxNumberOfElements);
DistanceType localResultsDistances(MaxNumberOfElements);
std::size_t NumberOfResults = 0;
#pragma omp for
for(int i = 0; i < static_cast<int>(elements_sear.size()); i++)
{
GeometricalObjectType::ContainerType::iterator ResultsPointer = localResults.begin();
DistanceType::iterator ResultsDistancesPointer = localResultsDistances.begin();
NumberOfResults = bins.SearchObjectsInRadiusExclusive(SearElementPointerToGeometricalObjecPointerTemporalVector[i],Radius[i],ResultsPointer,ResultsDistancesPointer,MaxNumberOfElements);
rResults[i].reserve(NumberOfResults);
for(GeometricalObjectType::ContainerType::iterator it = localResults.begin(); it != localResults.begin() + NumberOfResults; it++)
{
Element::Pointer elem = Kratos::dynamic_pointer_cast<Element>(*it);
rResults[i].push_back(elem);
rResultsDistance[i].insert(rResultsDistance[i].begin(),localResultsDistances.begin(),localResultsDistances.begin()+NumberOfResults);
}
}
}
KRATOS_CATCH("")
}
void SearchGeometricalInRadiusInclusiveImplementation (
ConditionsContainerType const& rStructureElements,
ElementsContainerType const& rElements,
const RadiusArrayType& Radius,
VectorResultElementsContainerType& rResults,
VectorDistanceType& rResultsDistance )
{
KRATOS_TRY
int MaxNumberOfElements = rStructureElements.size();
ConditionsContainerType::ContainerType& elements_bins = const_cast<ConditionsContainerType::ContainerType&>(rStructureElements.GetContainer());
ElementsContainerType::ContainerType& elements_sear = const_cast<ElementsContainerType::ContainerType&> (rElements.GetContainer());
GeometricalObjectType::ContainerType SearElementPointerToGeometricalObjecPointerTemporalVector;
GeometricalObjectType::ContainerType BinsElementPointerToGeometricalObjecPointerTemporalVector;
SearElementPointerToGeometricalObjecPointerTemporalVector.reserve(elements_sear.size());
BinsElementPointerToGeometricalObjecPointerTemporalVector.reserve(elements_bins.size());
for(ElementsContainerType::ContainerType::iterator it = elements_sear.begin(); it != elements_sear.end(); it++)
SearElementPointerToGeometricalObjecPointerTemporalVector.push_back(*it);
for(ConditionsContainerType::ContainerType::iterator it = elements_bins.begin(); it != elements_bins.end(); it++)
BinsElementPointerToGeometricalObjecPointerTemporalVector.push_back(*it);
GeometricalBinsType bins(BinsElementPointerToGeometricalObjecPointerTemporalVector.begin(), BinsElementPointerToGeometricalObjecPointerTemporalVector.end());
#pragma omp parallel
{
GeometricalObjectType::ContainerType localResults(MaxNumberOfElements);
DistanceType localResultsDistances(MaxNumberOfElements);
std::size_t NumberOfResults = 0;
#pragma omp for
for(int i = 0; i < static_cast<int>(elements_sear.size()); i++)
{
GeometricalObjectType::ContainerType::iterator ResultsPointer = localResults.begin();
DistanceType::iterator ResultsDistancesPointer = localResultsDistances.begin();
NumberOfResults = bins.SearchObjectsInRadius(SearElementPointerToGeometricalObjecPointerTemporalVector[i],Radius[i],ResultsPointer,ResultsDistancesPointer,MaxNumberOfElements);
rResults[i].reserve(NumberOfResults);
for(GeometricalObjectType::ContainerType::iterator it = localResults.begin(); it != localResults.begin() + NumberOfResults; it++)
{
Element::Pointer elem = Kratos::dynamic_pointer_cast<Element>(*it);
rResults[i].push_back(elem);
rResultsDistance[i].insert(rResultsDistance[i].begin(),localResultsDistances.begin(),localResultsDistances.begin()+NumberOfResults);
}
}
}
KRATOS_CATCH("")
}
///@}
///@name Access
///@{
///@}
///@name Inquiry
///@{
///@}
///@name Input and output
///@{
/// Turn back information as a string.
virtual std::string Info() const override
{
std::stringstream buffer;
buffer << "OpenMPDemSearch" ;
return buffer.str();
}
/// Print information about this object.
virtual void PrintInfo(std::ostream& rOStream) const override {rOStream << "OpenMPDemSearch";}
/// Print object's data.
virtual void PrintData(std::ostream& rOStream) const override {}
///@}
///@name Friends
///@{
///@}
protected:
///@name Protected static Member Variables
///@{
///@}
///@name Protected member Variables
///@{
///@}
///@name Protected Operators
///@{
///@}
///@name Protected Operations
///@{
///@}
///@name Protected Access
///@{
///@}
///@name Protected Inquiry
///@{
///@}
///@name Protected LifeCycle
///@{
///@}
private:
///@name Static Member Variables
///@{
///@}
///@name Member Variables
///@{
///@}
///@name Private Operators
///@{
///@}
///@name Private Operations
///@{
///@}
///@name Private Access
///@{
///@}
///@name Private Inquiry
///@{
///
BinsUniquePointerType GetBins(ElementsContainerType::ContainerType& r_model_part_container)
{
if (mDomainPeriodicity){
return std::unique_ptr<BinsType>(new BinsTypePeriodic(r_model_part_container.begin(), r_model_part_container.end(), this->mDomainMin, this->mDomainMax));
}
else {
return std::unique_ptr<BinsType>(new BinsType(r_model_part_container.begin(), r_model_part_container.end()));
}
}
///@}
///@name Un accessible methods
///@{
/// Assignment operator.
OMP_DEMSearch& operator=(OMP_DEMSearch const& rOther)
{
return *this;
}
/// Copy constructor.
OMP_DEMSearch(OMP_DEMSearch const& rOther)
{
*this = rOther;
}
///@}
}; // Class DEMSearch
///@}
///@name Type Definitions
///@{
///@}
///@name Input and output
///@{
/// input stream function
// inline std::istream& operator >> (std::istream& rIStream,
// DEMSearch& rThis){return rIStream;}
//
// /// output stream function
// inline std::ostream& operator << (std::ostream& rOStream,
// const DEMSearch& rThis)
// {
// rThis.PrintInfo(rOStream);
// rOStream << std::endl;
// rThis.PrintData(rOStream);
//
// return rOStream;
// }
///@}
///@} addtogroup block
} // namespace Kratos.
#endif // KRATOS_DEM_SEARCH_H_INCLUDED defined
|
bml_allocate.c | #include "bml_allocate.h"
#include "bml_introspection.h"
#include "bml_logger.h"
#include "bml_parallel.h"
#include "dense/bml_allocate_dense.h"
#include "ellpack/bml_allocate_ellpack.h"
#include "ellblock/bml_allocate_ellblock.h"
#include "ellsort/bml_allocate_ellsort.h"
#include "csr/bml_allocate_csr.h"
#ifdef DO_MPI
#include "distributed2d/bml_allocate_distributed2d.h"
#endif
#include <errno.h>
#include <math.h>
#include <stdlib.h>
#include <string.h>
#ifdef _OPENMP
#include <omp.h>
#endif
/** Check if matrix is allocated.
*
* \ingroup allocate_group_C
*
* \param A[in,out] Matrix
* \return \f$ > 0 \f$ if allocated, else -1
*/
int
bml_allocated(
bml_matrix_t * A)
{
return bml_get_N(A);
}
/** Allocate and zero a chunk of memory.
*
* \ingroup allocate_group_C
*
* \param size The size of the memory.
* \return A pointer to the allocated chunk.
*/
void *
bml_allocate_memory(
size_t size)
{
#if defined(INTEL_OPT)
char *ptr = _mm_malloc(size, MALLOC_ALIGNMENT);
#pragma omp parallel for simd
#pragma vector aligned
for (size_t i = 0; i < size; i++)
{
__assume_aligned(ptr, MALLOC_ALIGNMENT);
ptr[i] = 0;
}
#elif defined(HAVE_POSIX_MEMALIGN)
char *ptr;
posix_memalign((void **) &ptr, MALLOC_ALIGNMENT, size);
for (size_t i = 0; i < size; i++)
{
ptr[i] = 0;
}
#else
void *ptr = calloc(1, size);
#endif
if (ptr == NULL)
{
LOG_ERROR("error allocating memory of size %d: %s\n", size,
strerror(errno));
}
return (void *) ptr;
}
/** Allocate a chunk of memory without initialization.
*
* \ingroup allocate_group_C
*
* \param size The size of the memory.
* \return A pointer to the allocated chunk.
*/
void *
bml_noinit_allocate_memory(
size_t size)
{
#if defined(INTEL_OPT)
void *ptr = _mm_malloc(size, MALLOC_ALIGNMENT);
#elif defined(HAVE_POSIX_MEMALIGN)
void *ptr;
posix_memalign(&ptr, MALLOC_ALIGNMENT, size);
#else
void *ptr = malloc(size);
#endif
if (ptr == NULL)
{
LOG_ERROR("error allocating memory: %s\n", strerror(errno));
}
return ptr;
}
/** Reallocate a chunk of memory.
*
* \ingroup allocate_group_C
*
* \param size The size of the memory.
* \return A pointer to the reallocated chunk.
*/
void *
bml_reallocate_memory(
void *ptr,
const size_t size)
{
void *ptr_new = realloc(ptr, size);
if (ptr_new == NULL)
{
LOG_ERROR("error reallocating memory: %s\n", strerror(errno));
}
return ptr_new;
}
/** Deallocate a chunk of memory.
*
* \ingroup allocate_group_C
*
* \param ptr A pointer to the previously allocated chunk.
*/
void
bml_free_memory(
void *ptr)
{
#ifdef INTEL_OPT
_mm_free(ptr);
#else
free(ptr);
#endif
}
/** De-allocate a chunk of memory that was allocated inside a C
* function. This is used by the Fortran bml_free_C interface. Note
* the "pointer to pointer" in the API.
*
* \ingroup allocate_group_C
*
* \param ptr A pointer to the previously allocated chunk.
*/
void
bml_free_ptr(
void **ptr)
{
bml_free_memory(*ptr);
}
/** Deallocate a matrix.
*
* \ingroup allocate_group_C
*
* \param A[in,out] The matrix.
*/
void
bml_deallocate(
bml_matrix_t ** A)
{
if (A == NULL)
{
LOG_DEBUG("A is NULL\n");
}
else if (*A == NULL)
{
LOG_DEBUG("*A is NULL\n");
}
else
{
LOG_DEBUG("deallocating bml matrix\n");
switch (bml_get_type(*A))
{
case dense:
bml_deallocate_dense(*A);
break;
case ellpack:
bml_deallocate_ellpack(*A);
break;
case ellsort:
bml_deallocate_ellsort(*A);
break;
case ellblock:
bml_deallocate_ellblock(*A);
break;
case csr:
bml_deallocate_csr(*A);
break;
#ifdef DO_MPI
case distributed2d:
bml_deallocate_distributed2d(*A);
break;
#endif
default:
LOG_ERROR("unknown matrix type (%d)\n", bml_get_type(*A));
break;
}
*A = NULL;
}
}
/** Deallocate a domain.
*
* \ingroup allocate_group_C
*
* \param D[in,out] The domain.
*/
void
bml_deallocate_domain(
bml_domain_t * D)
{
bml_free_memory(D->localRowMin);
bml_free_memory(D->localRowMax);
bml_free_memory(D->localRowExtent);
bml_free_memory(D->localDispl);
bml_free_memory(D->localElements);
bml_free_memory(D);
}
/** Clear a matrix.
*
* \ingroup allocate_group_C
*
* \param A[in,out] The matrix.
*/
void
bml_clear(
bml_matrix_t * A)
{
switch (bml_get_type(A))
{
case dense:
bml_clear_dense(A);
break;
case ellpack:
bml_clear_ellpack(A);
break;
case ellsort:
bml_clear_ellsort(A);
break;
case ellblock:
bml_clear_ellblock(A);
break;
case csr:
bml_clear_csr(A);
break;
#ifdef DO_MPI
case distributed2d:
bml_clear_distributed2d(A);
break;
#endif
default:
LOG_ERROR("unknown matrix type (%d)\n", bml_get_type(A));
break;
}
}
/** Allocate a matrix without initializing.
*
* Note that the matrix \f$ A \f$ will be newly allocated. The
* function does not check whether the matrix is already allocated.
*
* \ingroup allocate_group_C
*
* \param matrix_type The matrix type.
* \param matrix_precision The precision of the matrix.
* \param matrix_dimension The matrix size.
* \param distrib_mode The distribution mode.
* \return The matrix.
*/
bml_matrix_t *
bml_noinit_rectangular_matrix(
bml_matrix_type_t matrix_type,
bml_matrix_precision_t matrix_precision,
bml_matrix_dimension_t matrix_dimension,
bml_distribution_mode_t distrib_mode)
{
LOG_DEBUG("noinit matrix of size %d (or zero matrix for dense)\n",
matrix_dimension.N_rows);
#ifdef DO_MPI
if (distrib_mode == distributed)
return bml_zero_matrix_distributed2d(matrix_type, matrix_precision,
matrix_dimension.N_rows,
matrix_dimension.N_nz_max);
else
#endif
switch (matrix_type)
{
case dense:
return bml_zero_matrix_dense(matrix_precision,
matrix_dimension, distrib_mode);
break;
case ellpack:
return bml_noinit_matrix_ellpack(matrix_precision,
matrix_dimension,
distrib_mode);
break;
case ellsort:
return bml_noinit_matrix_ellsort(matrix_precision,
matrix_dimension,
distrib_mode);
break;
case ellblock:
return bml_noinit_matrix_ellblock(matrix_precision,
matrix_dimension,
distrib_mode);
break;
case csr:
return bml_noinit_matrix_csr(matrix_precision,
matrix_dimension, distrib_mode);
break;
default:
LOG_ERROR("unknown matrix type\n");
break;
}
return NULL;
}
/** Allocate a block matrix
*
* \param matrix_type The matrix type.
* \param matrix_precision The precision of the matrix.
* \param NB The number of blocks in a row.
* \param bsizes The sizes of each block
* \param MB The number of non-zeroes blocks per row.
* \param distrib_mode The distribution mode.
* \return The matrix.
*/
bml_matrix_t *
bml_block_matrix(
bml_matrix_type_t matrix_type,
bml_matrix_precision_t matrix_precision,
int NB,
int MB,
int M,
int *bsizes,
bml_distribution_mode_t distrib_mode)
{
LOG_DEBUG("block matrix with %d blocks\n", NB);
switch (matrix_type)
{
case ellpack:
return bml_block_matrix_ellblock(matrix_precision,
NB, MB, M, bsizes, distrib_mode);
break;
case ellblock:
return bml_block_matrix_ellblock(matrix_precision,
NB, MB, M, bsizes, distrib_mode);
break;
default:
LOG_ERROR("unsupported matrix type (type ID %d)\n", matrix_type);
break;
}
return NULL;
}
/** Allocate a matrix without initializing.
*
* Note that the matrix \f$ A \f$ will be newly allocated. The
* function does not check whether the matrix is already allocated.
*
* \ingroup allocate_group_C
*
* \param matrix_type The matrix type.
* \param matrix_precision The precision of the matrix.
* \param N The matrix size.
* \param M The number of non-zeroes per row.
* \param distrib_mode The distribution mode.
* \return The matrix.
*/
bml_matrix_t *
bml_noinit_matrix(
bml_matrix_type_t matrix_type,
bml_matrix_precision_t matrix_precision,
int N,
int M,
bml_distribution_mode_t distrib_mode)
{
bml_matrix_dimension_t matrix_dimension = { N, N, M };
return bml_noinit_rectangular_matrix(matrix_type, matrix_precision,
matrix_dimension, distrib_mode);
}
/** Allocate the zero matrix.
*
* Note that the matrix \f$ A \f$ will be newly allocated. The
* function does not check whether the matrix is already allocated.
*
* \ingroup allocate_group_C
*
* \param matrix_type The matrix type.
* \param matrix_precision The precision of the matrix.
* \param N The matrix size.
* \param M The number of non-zeroes per row.
* \param distrib_mode The distribution mode.
* \return The matrix.
*/
bml_matrix_t *
bml_zero_matrix(
bml_matrix_type_t matrix_type,
bml_matrix_precision_t matrix_precision,
int N,
int M,
bml_distribution_mode_t distrib_mode)
{
LOG_DEBUG("zero matrix of size %d\n", N);
#ifdef DO_MPI
if (distrib_mode == distributed)
return bml_zero_matrix_distributed2d(matrix_type, matrix_precision, N,
M);
else
#endif
{
bml_matrix_dimension_t matrix_dimension = { N, N, M };
switch (matrix_type)
{
case dense:
return bml_zero_matrix_dense(matrix_precision,
matrix_dimension, distrib_mode);
break;
case ellpack:
return bml_zero_matrix_ellpack(matrix_precision, N, M,
distrib_mode);
break;
case ellsort:
return bml_zero_matrix_ellsort(matrix_precision, N, M,
distrib_mode);
break;
case ellblock:
return bml_zero_matrix_ellblock(matrix_precision, N, M,
distrib_mode);
break;
case csr:
return bml_zero_matrix_csr(matrix_precision, N, M,
distrib_mode);
break;
default:
LOG_ERROR("unknown matrix type\n");
break;
}
}
return NULL;
}
/** Allocate a random matrix.
*
* Note that the matrix \f$ A \f$ will be newly allocated. The
* function does not check whether the matrix is already allocated.
*
* \ingroup allocate_group_C
*
* \param matrix_type The matrix type.
* \param matrix_precision The precision of the matrix.
* \param N The matrix size.
* \param M The number of non-zeroes per row.
* \param distrib_mode The distribution mode.
* \return The matrix.
*/
bml_matrix_t *
bml_random_matrix(
bml_matrix_type_t matrix_type,
bml_matrix_precision_t matrix_precision,
int N,
int M,
bml_distribution_mode_t distrib_mode)
{
#ifdef DO_MPI
if (distrib_mode == distributed)
return bml_random_matrix_distributed2d(matrix_type, matrix_precision,
N, M);
else
#endif
switch (matrix_type)
{
case dense:
return bml_random_matrix_dense(matrix_precision, N,
distrib_mode);
break;
case ellpack:
return bml_random_matrix_ellpack(matrix_precision, N, M,
distrib_mode);
break;
case ellsort:
return bml_random_matrix_ellsort(matrix_precision, N, M,
distrib_mode);
break;
case ellblock:
return bml_random_matrix_ellblock(matrix_precision, N, M,
distrib_mode);
break;
case csr:
return bml_random_matrix_csr(matrix_precision, N, M,
distrib_mode);
break;
default:
LOG_ERROR("unknown matrix type (type ID %d)\n", matrix_type);
break;
}
return NULL;
}
/** Allocate a banded matrix.
*
* Note that the matrix \f$ A \f$ will be newly allocated. The
* function does not check whether the matrix is already allocated.
*
* \ingroup allocate_group_C
*
* \param matrix_type The matrix type.
* \param matrix_precision The precision of the matrix.
* \param N The matrix size.
* \param M The bandwidth of the matrix.
* \param distrib_mode The distribution mode.
* \return The matrix.
*/
bml_matrix_t *
bml_banded_matrix(
bml_matrix_type_t matrix_type,
bml_matrix_precision_t matrix_precision,
int N,
int M,
bml_distribution_mode_t distrib_mode)
{
LOG_DEBUG("banded matrix of size %d\n", N);
switch (matrix_type)
{
case dense:
return bml_banded_matrix_dense(matrix_precision, N, M,
distrib_mode);
break;
case ellpack:
return bml_banded_matrix_ellpack(matrix_precision, N, M,
distrib_mode);
break;
case ellsort:
return bml_banded_matrix_ellsort(matrix_precision, N, M,
distrib_mode);
break;
case ellblock:
return bml_banded_matrix_ellblock(matrix_precision, N, M,
distrib_mode);
break;
case csr:
return bml_banded_matrix_csr(matrix_precision, N, M,
distrib_mode);
break;
default:
LOG_ERROR("unknown matrix type (type ID %d)\n", matrix_type);
break;
}
return NULL;
}
/** Allocate the identity matrix.
*
* Note that the matrix \f$ A \f$ will be newly allocated. The
* function does not check whether the matrix is already allocated.
*
* \ingroup allocate_group_C
*
* \param matrix_type The matrix type.
* \param matrix_precision The precision of the matrix.
* \param N The matrix size.
* \param M The number of non-zeroes per row.
* \param distrib_mode The distribution mode.
* \return The matrix.
*/
bml_matrix_t *
bml_identity_matrix(
bml_matrix_type_t matrix_type,
bml_matrix_precision_t matrix_precision,
int N,
int M,
bml_distribution_mode_t distrib_mode)
{
LOG_DEBUG("identity matrix of size %d\n", N);
#ifdef DO_MPI
if (distrib_mode == distributed)
return bml_identity_matrix_distributed2d(matrix_type,
matrix_precision, N, M);
else
#endif
switch (matrix_type)
{
case dense:
return bml_identity_matrix_dense(matrix_precision, N,
distrib_mode);
break;
case ellpack:
return bml_identity_matrix_ellpack(matrix_precision, N, M,
distrib_mode);
break;
case ellsort:
return bml_identity_matrix_ellsort(matrix_precision, N, M,
distrib_mode);
break;
case ellblock:
return bml_identity_matrix_ellblock(matrix_precision, N, M,
distrib_mode);
break;
case csr:
return bml_identity_matrix_csr(matrix_precision, N, M,
distrib_mode);
break;
default:
LOG_ERROR("unknown matrix type (type ID %d)\n", matrix_type);
break;
}
return NULL;
}
/** Allocate a default domain for a bml matrix.
*
* \ingroup allocate_group_C
*
* \param N The number of rows
* \param M The number of columns
* \param distrib_mode The distribution mode
* \return The domain
*/
bml_domain_t *
bml_default_domain(
int N,
int M,
bml_distribution_mode_t distrib_mode)
{
int avgExtent, nleft;
int nRanks = bml_getNRanks();
bml_domain_t *domain = bml_allocate_memory(sizeof(bml_domain_t));
domain->localRowMin = bml_allocate_memory(nRanks * sizeof(int));
domain->localRowMax = bml_allocate_memory(nRanks * sizeof(int));
domain->localRowExtent = bml_allocate_memory(nRanks * sizeof(int));
domain->localDispl = bml_allocate_memory(nRanks * sizeof(int));
domain->localElements = bml_allocate_memory(nRanks * sizeof(int));
domain->totalProcs = nRanks;
domain->totalRows = N;
domain->totalCols = M;
domain->globalRowMin = 0;
domain->globalRowMax = domain->totalRows;
domain->globalRowExtent = domain->globalRowMax - domain->globalRowMin;
switch (distrib_mode)
{
case sequential:
{
// Default - each rank contains entire matrix, even when running distributed
for (int i = 0; i < nRanks; i++)
{
domain->localRowMin[i] = domain->globalRowMin;
domain->localRowMax[i] = domain->globalRowMax;
domain->localRowExtent[i] =
domain->localRowMax[i] - domain->localRowMin[i];
domain->localElements[i] =
domain->localRowExtent[i] * domain->totalCols;
domain->localDispl[i] = 0;
}
}
break;
case distributed:
{
// For completely distributed
avgExtent = N / nRanks;
domain->maxLocalExtent = ceil((float) N / (float) nRanks);
domain->minLocalExtent = avgExtent;
for (int i = 0; i < nRanks; i++)
{
domain->localRowExtent[i] = avgExtent;
}
nleft = N - nRanks * avgExtent;
if (nleft > 0)
{
for (int i = 0; i < nleft; i++)
{
domain->localRowExtent[i]++;
}
}
/** For first rank */
domain->localRowMin[0] = domain->globalRowMin;
domain->localRowMax[0] = domain->localRowExtent[0];
/** For middle ranks */
for (int i = 1; i < (nRanks - 1); i++)
{
domain->localRowMin[i] = domain->localRowMax[i - 1];
domain->localRowMax[i] =
domain->localRowMin[i] + domain->localRowExtent[i];
}
/** For last rank */
if (nRanks > 1)
{
int last = nRanks - 1;
domain->localRowMin[last] = domain->localRowMax[last - 1];
domain->localRowMax[last] =
domain->localRowMin[last] + domain->localRowExtent[last];
}
/** Number of elements and displacement per rank */
for (int i = 0; i < nRanks; i++)
{
domain->localElements[i] =
domain->localRowExtent[i] * domain->totalCols;
domain->localDispl[i] =
(i ==
0) ? 0 : domain->localDispl[i - 1] +
domain->localElements[i - 1];
}
}
break;
case graph_distributed:
LOG_ERROR("graph_distibuted not available\n");
break;
default:
LOG_ERROR("unknown distribution method\n");
break;
}
return domain;
}
/** Update a domain for a bml matrix.
*
* \ingroup allocate_group_C
*
* \param A Matrix with domain
* \param localPartMin First part on each rank
* \param localPartMax Last part on each rank
* \param nnodesInPart Number of nodes in each part
*/
void
bml_update_domain(
bml_matrix_t * A,
int *localPartMin,
int *localPartMax,
int *nnodesInPart)
{
switch (bml_get_type(A))
{
case dense:
bml_update_domain_dense(A, localPartMin, localPartMax,
nnodesInPart);
break;
case ellpack:
bml_update_domain_ellpack(A, localPartMin, localPartMax,
nnodesInPart);
break;
case ellsort:
bml_update_domain_ellsort(A, localPartMin, localPartMax,
nnodesInPart);
break;
default:
LOG_ERROR("unknown matrix type (%d)\n", bml_get_type(A));
break;
}
}
|
MedianImageFilter.h | /*
* MIT License
*
* Copyright (c) 2018-2019 Benjamin Köhler
*
* 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
* copies 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
* IMPLIED, 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 CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
* SOFTWARE.
*/
#pragma once
#ifndef BK_MEDIANIMAGEFILTER_H
#define BK_MEDIANIMAGEFILTER_H
#include <algorithm>
#include <cassert>
#include <initializer_list>
#include <numeric>
#include <type_traits>
#include <vector>
#include <bkDataset/lib/bkDataset_export.h>
namespace bk
{
class BKDATASET_EXPORT MedianImageFilter
{
//====================================================================================================
//===== DEFINITIONS
//====================================================================================================
using self_type = MedianImageFilter;
//====================================================================================================
//===== MEMBERS
//====================================================================================================
std::vector<unsigned int> _kernel_size;
//====================================================================================================
//===== CONSTRUCTORS & DESTRUCTOR
//====================================================================================================
public:
/// @{ -------------------------------------------------- CTOR
MedianImageFilter();
MedianImageFilter(const self_type& other);
MedianImageFilter(self_type&& other) noexcept;
MedianImageFilter(unsigned int nDims, unsigned int size);
/// @}
/// @{ -------------------------------------------------- DTOR
~MedianImageFilter();
/// @}
//====================================================================================================
//===== GETTER
//====================================================================================================
/// @{ -------------------------------------------------- GET KERNEL SIZE
[[nodiscard]] const std::vector<unsigned int>& kernel_size() const;
/// @}
//====================================================================================================
//===== SETTER
//====================================================================================================
/// @{ -------------------------------------------------- OPERATOR =
[[maybe_unused]] auto operator=(const self_type& other) -> self_type&;
[[maybe_unused]] auto operator=(self_type&& other) noexcept -> self_type&;
/// @}
/// @{ -------------------------------------------------- SET KERNEL SIZE
template<typename T>
void set_kernel_size(std::initializer_list<T> ilist)
{ _kernel_size.assign(ilist); }
template<typename Iter>
void set_kernel_size(Iter first, Iter last)
{ _kernel_size.assign(first, last); }
void set_kernel_size(unsigned int nDims, unsigned int size);
/// @}
//====================================================================================================
//===== FUNCTIONS
//====================================================================================================
/// @{ -------------------------------------------------- APPLY
template<typename TImage>
[[nodiscard]] TImage apply(const TImage& img) const
{
assert(!_kernel_size.empty() && "call set_kernel_size() first");
using value_type = typename TImage::value_type;
TImage res;
res.set_size(img.size());
#pragma omp parallel for
for (unsigned int i = 0; i < img.num_values(); ++i)
{
std::vector<value_type> values = img.values_of_neighborhood(i, _kernel_size);
if (!values.empty())
{
std::sort(values.begin(), values.end());
res[i] = values[values.size() >> 1];
}
else
{ res[i] = img[i]; }
}
return res;
}
/// @}
}; // class MedianImageFilter
} // namespace bk
#endif //BK_MEDIANIMAGEFILTER_H
|
GB_unaryop__lnot_int64_bool.c | //------------------------------------------------------------------------------
// GB_unaryop: hard-coded functions for each built-in unary operator
//------------------------------------------------------------------------------
// SuiteSparse:GraphBLAS, Timothy A. Davis, (c) 2017-2019, All Rights Reserved.
// http://suitesparse.com See GraphBLAS/Doc/License.txt for license.
//------------------------------------------------------------------------------
// If this file is in the Generated/ folder, do not edit it (auto-generated).
#include "GB.h"
#ifndef GBCOMPACT
#include "GB_control.h"
#include "GB_iterator.h"
#include "GB_unaryop__include.h"
// C=unop(A) is defined by the following types and operators:
// op(A) function: GB_unop__lnot_int64_bool
// op(A') function: GB_tran__lnot_int64_bool
// C type: int64_t
// A type: bool
// cast: int64_t cij = (int64_t) aij
// unaryop: cij = !(aij != 0)
#define GB_ATYPE \
bool
#define GB_CTYPE \
int64_t
// aij = Ax [pA]
#define GB_GETA(aij,Ax,pA) \
bool aij = Ax [pA]
#define GB_CX(p) Cx [p]
// unary operator
#define GB_OP(z, x) \
z = !(x != 0) ;
// casting
#define GB_CASTING(z, x) \
int64_t z = (int64_t) x ;
// cij = op (cast (aij))
#define GB_CAST_OP(pC,pA) \
{ \
/* aij = Ax [pA] */ \
GB_GETA (aij, Ax, pA) ; \
/* Cx [pC] = op (cast (aij)) */ \
GB_CASTING (x, aij) ; \
GB_OP (GB_CX (pC), x) ; \
}
// disable this operator and use the generic case if these conditions hold
#define GB_DISABLE \
(GxB_NO_LNOT || GxB_NO_INT64 || GxB_NO_BOOL)
//------------------------------------------------------------------------------
// Cx = op (cast (Ax)): apply a unary operator
//------------------------------------------------------------------------------
GrB_Info GB_unop__lnot_int64_bool
(
int64_t *restrict Cx,
const bool *restrict Ax,
int64_t anz,
int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
#pragma omp parallel for num_threads(nthreads) schedule(static)
for (int64_t p = 0 ; p < anz ; p++)
{
GB_CAST_OP (p, p) ;
}
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// C = op (cast (A')): transpose, typecast, and apply a unary operator
//------------------------------------------------------------------------------
GrB_Info GB_tran__lnot_int64_bool
(
GrB_Matrix C,
const GrB_Matrix A,
int64_t *restrict *Rowcounts,
GBI_single_iterator Iter,
const int64_t *restrict A_slice,
int naslice
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
#define GB_PHASE_2_OF_2
#include "GB_unaryop_transpose.c"
return (GrB_SUCCESS) ;
#endif
}
#endif
|
distance.h | #pragma once
#include <utility>
#include <vector>
#include <Eigen/Core>
#include "deformerConst.h"
using namespace Eigen;
typedef SparseMatrix<double> SpMat;
typedef Triplet<double> T;
class Distance {
public:
std::vector< std::vector<double> > distPts, distTet; // [i,j]-entry is the distance to the i-th handle to j-th element
std::vector<int> closestPts, closestTet; // [i]-entry is the index of the closest element to i-th handle
int nHdl, nPts, nTet;
Distance(){};
Distance(int _nHandle, int _nPts, int _nTet) {
setNum(_nHandle, _nPts, _nTet);
};
void setNum(int _nHandle, int _nPts, int _nTet);
void findClosestPts();
void findClosestTet();
void computeCageDistPts(short cageMode, const std::vector<Vector3d>& pts, const std::vector<Vector3d>& cagePts, const std::vector<int>& cageTetList);
void computeCageDistTet(short cageMode, const std::vector<Vector3d>& tetCenter, const std::vector<Vector3d>& cagePts, const std::vector<int>& cageTetList);
void computeDistPts(const std::vector<Vector3d>& pts, const std::vector<Vector3d>& hdlPts);
void computeDistTet(const std::vector<Vector3d>& tetCenter, const std::vector<Vector3d>& hdlPts);
double distPtLin(Vector3d p,Vector3d a,Vector3d b);
double distPtTri(Vector3d p,Vector3d a,Vector3d b,Vector3d c);
void MVC(const std::vector<Vector3d>& pts, const std::vector<Vector3d>& cagePts,
const std::vector<int>& cageFaceList, std::vector< std::vector<double> >& w);
void normaliseWeight(short mode, std::vector<double>& w);
};
// initialise
void Distance::setNum(int _nHandle, int _nPts, int _nTet){
nHdl = _nHandle;
nPts = _nPts;
nTet = _nTet;
distPts.resize(nHdl);
distTet.resize(nHdl);
closestPts.resize(nHdl);
closestTet.resize(nHdl);
for(int i=0;i<nHdl;i++){
distPts[i].resize(nPts);
distTet[i].resize(nTet);
}
}
// distance between probe handles and mesh pts
void Distance::computeDistPts(const std::vector<Vector3d>& pts, const std::vector<Vector3d>& hdlPts){
for(int i=0;i<nHdl;i++){
for(int j=0;j<nPts;j++){
distPts[i][j] = (pts[j]-hdlPts[i]).norm();
}
}
}
// distance between probe handles and mesh tet
void Distance::computeDistTet(const std::vector<Vector3d>& tetCenter, const std::vector<Vector3d>& hdlPts){
for(int i=0;i<nHdl;i++){
for(int j=0;j<nTet;j++){
distTet[i][j] = (tetCenter[j]-hdlPts[i]).norm();
}
}
}
// distance between cage and mesh pts
void Distance::computeCageDistPts(short cageMode, const std::vector<Vector3d>& pts, const std::vector<Vector3d>& cagePts, const std::vector<int>& cageTetList){
switch (cageMode){
case TM_FACE:
{
for(int j=0;j<nPts;j++){
for(int i=0;i<nHdl;i++){
Vector3d a=cagePts[cageTetList[4*i]];
Vector3d b=cagePts[cageTetList[4*i+1]];
Vector3d c=cagePts[cageTetList[4*i+2]];
distPts[i][j] = distPtTri(pts[j], a,b,c);
}
}
break;
}
case TM_EDGE:
{
for(int j=0;j<nPts;j++){
for(int i=0;i<nHdl;i++){
Vector3d a=cagePts[cageTetList[4*i]];
Vector3d b=cagePts[cageTetList[4*i+1]];
distPts[i][j] = distPtLin(pts[j], a,b);
}
}
break;
}
case TM_VERTEX:
case TM_VFACE:
{
for(int j=0;j<nPts;j++){
for(int i=0;i<nHdl;i++){
distPts[i][j] = (pts[j]-cagePts[cageTetList[4*i]]).norm();
}
}
break;
}
case CM_MLS_AFF:
case CM_MLS_SIM:
case CM_MLS_RIGID:
{
for(int j=0;j<nPts;j++){
for(int i=0;i<nHdl;i++){
distPts[i][j] = (pts[j]-cagePts[i]).norm();
}
}
break;
}
}
}
// distance between cage and mesh tet
void Distance::computeCageDistTet(short cageMode, const std::vector<Vector3d>& tetCenter, const std::vector<Vector3d>& cagePts, const std::vector<int>& cageTetList){
switch (cageMode){
case TM_FACE:
{
for(int j=0;j<nTet;j++){
for(int i=0;i<nHdl;i++){
Vector3d a=cagePts[cageTetList[4*i]];
Vector3d b=cagePts[cageTetList[4*i+1]];
Vector3d c=cagePts[cageTetList[4*i+2]];
distTet[i][j] = distPtTri(tetCenter[j], a,b,c);
}
}
break;
}
case TM_EDGE:
{
for(int j=0;j<nTet;j++){
for(int i=0;i<nHdl;i++){
Vector3d a=cagePts[cageTetList[4*i]];
Vector3d b=cagePts[cageTetList[4*i+1]];
distTet[i][j] = distPtLin(tetCenter[j], a,b);
}
}
break;
}
case TM_VERTEX:
case TM_VFACE:
{
for(int j=0;j<nTet;j++){
for(int i=0;i<nHdl;i++){
distTet[i][j] = (tetCenter[j]-cagePts[cageTetList[4*i]]).norm();
}
}
break;
}
case CM_MLS_AFF:
case CM_MLS_SIM:
case CM_MLS_RIGID:
{
for(int j=0;j<nTet;j++){
for(int i=0;i<nHdl;i++){
distTet[i][j] = (tetCenter[j]-cagePts[i]).norm();
}
}
break;
}
}
}
// find closest point on mesh from each handle
void Distance::findClosestPts(){
for(int i=0;i<nHdl;i++){
closestPts[i] = 0;
double min_d = HUGE_VAL;
for(int j=0;j<nPts;j++){
if( distPts[i][j] < min_d){
min_d = distPts[i][j];
closestPts[i] = j;
}
}
}
}
// find closest tet on mesh from each handle
void Distance::findClosestTet(){
for(int i=0;i<nHdl;i++){
closestTet[i] = 0;
double min_d = HUGE_VAL;
for(int j=0;j<nTet;j++){
if( distTet[i][j] < min_d){
min_d = distTet[i][j];
closestTet[i] = j;
}
}
}
}
// compute distance between a line segment (ab) and a point p
double Distance::distPtLin(Vector3d p,Vector3d a,Vector3d b){
double t= (a-b).dot(p-b)/(a-b).squaredNorm();
if(t>1){
return (a-p).norm();
}else if(t<0){
return (b-p).norm();
}else{
return (t*(a-b)-(p-b)).norm();
}
}
// compute distance between a triangle (abc) and a point p
double Distance::distPtTri(Vector3d p, Vector3d a, Vector3d b, Vector3d c){
/// if p is in the outer half-space, it returns HUGE_VAL
double s[4];
Vector3d n=(b-a).cross(c-a);
if(n.squaredNorm()<EPSILON){
return (p-a).norm();
}
double k=n.dot(a-p);
if(k<0) return HUGE_VAL;
s[0]=distPtLin(p,a,b);
s[1]=distPtLin(p,b,c);
s[2]=distPtLin(p,c,a);
Matrix3d A;
A << b(0)-a(0), c(0)-a(0), n(0)-a(0),
b(1)-a(1), c(1)-a(1), n(1)-a(1),
b(2)-a(2), c(2)-a(2), n(2)-a(2);
Vector3d v = A.inverse()*(p-a); // barycentric coordinate of p
if(v(0)>0 && v(1)>0 && v(0)+v(1)<1){
s[3]=k;
}else{
s[3] = HUGE_VAL;
}
return min(min(min(s[0],s[1]),s[2]),s[3]);
}
// mean value coordinate
void Distance::MVC(const std::vector<Vector3d>& pts, const std::vector<Vector3d>& cagePts,
const std::vector<int>& cageFaceList, std::vector< std::vector<double> >& w)
{
int numPts=(int) pts.size();
int numCagePts=(int) cagePts.size();
int numFaces=(int) cageFaceList.size()/3;
w.resize(numPts);
#pragma omp parallel for
for(int j=0; j<numPts; j++ ){
w[j].resize(numCagePts);
std::vector<double> mu(numCagePts), a(3), b(3);
std::vector<Vector3d> e(3),n(3);
for(int i=0;i<numFaces;i++){
for(int k=0;k<3;k++)
e[k]=(pts[j]-cagePts[cageFaceList[3*i+k]]).normalized();
for(int k=0;k<3;k++)
n[k]=(e[(k+1)%3].cross(e[(k+2)%3])).normalized();
for(int k=0;k<3;k++){
a[k]=n[(k+1)%3].dot(n[(k+2)%3]);
b[k]=acos(e[(k+1)%3].dot(e[(k+2)%3]));
}
for(int k=0;k<3;k++)
mu[cageFaceList[3*i+k]] -= (b[k]+b[(k+2)%3]*a[(k+1)%3]+b[(k+1)%3]*a[(k+2)%3])/(2.0*e[k].dot(n[k]));
}
double smu=0.0;
for(int i=0;i<numCagePts;i++){
mu[i] /= (pts[j]-cagePts[i]).norm();
smu += mu[i];
}
for(int i=0;i<numCagePts;i++)
w[j][i] = mu[i]/smu;
}
}
// normalise weights
void Distance::normaliseWeight(short mode, std::vector<double>& w){
if(mode == NM_NONE || mode == NM_LINEAR){
double sum = std::accumulate(w.begin(), w.end(), 0.0);
if ((sum > 1 || mode == NM_LINEAR) && sum != 0.0){
for (int i = 0; i < w.size(); i++){
w[i] /= sum;
}
}
}else if(mode == NM_SOFTMAX){
double sum = 0.0;
for (int i = 0; i < w.size(); i++){
sum += exp(w[i]);
}
for (int i = 0; i < w.size(); i++){
w[i] = exp(w[i])/sum;
}
}
}
|
merge-sort-parallel.c | /* @file prefix-sum-parallel.c
* @author Robin Vermes
* @author Valentin Laurent
* @details parallel merge-sort with openmp
*/
#include <stdio.h>
#include <stdlib.h>
#include <math.h>
#include <omp.h>
#define DEFAULT_NUM_THREADS 8
void display(int * t, int length_t)
{
int i = 0;
for (; i < length_t; ++i)
{
printf("%d => %d\n", i, t[i]);
}
}
void exchange(int * a, int * b)
{
int temp = *b;
*b = *a;
*a = temp;
}
int binary_search(int x, int * array, int first, int last)
{
int low = first;
int high = fmax(first, last + 1);
int mid = 0;
while (low < high)
{
mid = (int) floor((low + high)/2.0);
if (x <= array[mid])
{
high = mid;
}
else
{
low = mid + 1;
}
}
return high;
}
int * merge(int * u, int first_u, int last_u, int first_v, int last_v, int * t, int first_t, int n)
{
int n1 = last_u - first_u + 1;
int n2 = last_v - first_v + 1;
if (n1 < n2)
{
exchange(&n1, &n2);
exchange(&first_u, &first_v);
exchange(&last_u, &last_v);
}
if (n1 != 0)
{
int mid_u = floor((first_u + last_u)/2);
int mid_v = binary_search(u[mid_u], u, first_v, last_v);
int mid_t = first_t + (mid_u - first_u) + (mid_v - first_v);
t[mid_t] = u[mid_u];
#pragma omp task shared(u, t) firstprivate(mid_u, last_u, mid_v, last_v, mid_t)
merge(u, first_u, mid_u - 1, first_v, mid_v - 1, t, first_t, n);
#pragma omp task shared(u, t) firstprivate(mid_u, last_u, mid_v, last_v, mid_t)
merge(u, mid_u + 1, last_u, mid_v, last_v, t, mid_t + 1, n);
/*sync*/
#pragma omp taskwait
}
return t;
}
int main(int argc, char const *argv[])
{
/*ARGUMENT CHECKING*/
if (argc < 2)
{
printf("USAGE : %s <N> <NUM_THREADS>\n", argv[0]);
exit(1);
}
else if (argc < 3)
{
omp_set_num_threads(DEFAULT_NUM_THREADS);
}
else
{
omp_set_num_threads(atoi(argv[2]));
}
/*INITIALIZATION*/
/*sizes of table*/
int n = atoi(argv[1]);
printf("----------------------------------\n");
printf("start merging with n = %d\n", n);
/*tables creation*/
int * tab = (int *) malloc (2*n*sizeof(int));
/*indices*/
int i = 0;
int i_even = 0;
int i_odd = n;
/*initialization of tables*/
for (; i < 2*n; ++i)
{
if (i % 2 == 0)
{
tab[i_even] = i;
i_even++;
}
else
{
tab[i_odd] = i;
i_odd++;
}
}
/*MERGE SORT*/
int * tab_sorted = (int *) malloc (2*n*sizeof(int));
double start = omp_get_wtime();
#pragma omp parallel
{
#pragma omp single
{
tab_sorted = merge(tab, 0, n-1, n, 2*n-1, tab_sorted, 0, n);
printf("number of threads used : %d\n", omp_get_num_threads());
}
}
printf("user time used for parallel merging : %f\n", omp_get_wtime() - start);
/*DISPLAY*/
//display(tab_sorted, 2*n);
/*FREE RESOURCES*/
free(tab_sorted);
free(tab);
return 0;
}
|
GB_binop__div_fp64.c | //------------------------------------------------------------------------------
// GB_binop: hard-coded functions for each built-in binary operator
//------------------------------------------------------------------------------
// SuiteSparse:GraphBLAS, Timothy A. Davis, (c) 2017-2021, All Rights Reserved.
// SPDX-License-Identifier: Apache-2.0
//------------------------------------------------------------------------------
// If this file is in the Generated/ folder, do not edit it (auto-generated).
#include "GB.h"
#ifndef GBCOMPACT
#include "GB_control.h"
#include "GB_ek_slice.h"
#include "GB_dense.h"
#include "GB_atomics.h"
#include "GB_bitmap_assign_methods.h"
#include "GB_binop__include.h"
// C=binop(A,B) is defined by the following types and operators:
// A+B function (eWiseAdd): GB_AaddB__div_fp64
// A.*B function (eWiseMult): GB_AemultB__div_fp64
// A*D function (colscale): GB_AxD__div_fp64
// D*A function (rowscale): GB_DxB__div_fp64
// C+=B function (dense accum): GB_Cdense_accumB__div_fp64
// C+=b function (dense accum): GB_Cdense_accumb__div_fp64
// C+=A+B function (dense ewise3): GB_Cdense_ewise3_accum__div_fp64
// C=A+B function (dense ewise3): GB_Cdense_ewise3_noaccum__div_fp64
// C=scalar+B GB_bind1st__div_fp64
// C=scalar+B' GB_bind1st_tran__div_fp64
// C=A+scalar GB_bind2nd__div_fp64
// C=A'+scalar GB_bind2nd_tran__div_fp64
// C type: double
// A type: double
// B,b type: double
// BinaryOp: cij = (aij / bij)
#define GB_ATYPE \
double
#define GB_BTYPE \
double
#define GB_CTYPE \
double
// true if the types of A and B are identical
#define GB_ATYPE_IS_BTYPE \
1
// true if the types of C and A are identical
#define GB_CTYPE_IS_ATYPE \
1
// true if the types of C and B are identical
#define GB_CTYPE_IS_BTYPE \
1
// aij = Ax [pA]
#define GB_GETA(aij,Ax,pA) \
double aij = Ax [pA]
// bij = Bx [pB]
#define GB_GETB(bij,Bx,pB) \
double bij = Bx [pB]
// declare scalar of the same type as C
#define GB_CTYPE_SCALAR(t) \
double t
// cij = Ax [pA]
#define GB_COPY_A_TO_C(cij,Ax,pA) \
cij = Ax [pA]
// cij = Bx [pB]
#define GB_COPY_B_TO_C(cij,Bx,pB) \
cij = Bx [pB]
#define GB_CX(p) Cx [p]
// binary operator
#define GB_BINOP(z, x, y, i, j) \
z = (x / y) ;
// op is second
#define GB_OP_IS_SECOND \
0
// op is plus_fp32 or plus_fp64
#define GB_OP_IS_PLUS_REAL \
0
// op is minus_fp32 or minus_fp64
#define GB_OP_IS_MINUS_REAL \
0
// GB_cblas_*axpy gateway routine, if it exists for this operator and type:
#define GB_CBLAS_AXPY \
(none)
// do the numerical phases of GB_add and GB_emult
#define GB_PHASE_2_OF_2
// hard-coded loops can be vectorized
#define GB_PRAGMA_SIMD_VECTORIZE GB_PRAGMA_SIMD
// disable this operator and use the generic case if these conditions hold
#define GB_DISABLE \
(GxB_NO_DIV || GxB_NO_FP64 || GxB_NO_DIV_FP64)
//------------------------------------------------------------------------------
// C += A+B, all 3 matrices dense
//------------------------------------------------------------------------------
// The op must be MIN, MAX, PLUS, MINUS, RMINUS, TIMES, DIV, or RDIV.
void GB_Cdense_ewise3_accum__div_fp64
(
GrB_Matrix C,
const GrB_Matrix A,
const GrB_Matrix B,
const int nthreads
)
{
#include "GB_dense_ewise3_accum_template.c"
}
//------------------------------------------------------------------------------
// C = A+B, all 3 matrices dense
//------------------------------------------------------------------------------
GrB_Info GB_Cdense_ewise3_noaccum__div_fp64
(
GrB_Matrix C,
const GrB_Matrix A,
const GrB_Matrix B,
const int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
#include "GB_dense_ewise3_noaccum_template.c"
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// C += B, accumulate a sparse matrix into a dense matrix
//------------------------------------------------------------------------------
GrB_Info GB_Cdense_accumB__div_fp64
(
GrB_Matrix C,
const GrB_Matrix B,
const int64_t *GB_RESTRICT kfirst_slice,
const int64_t *GB_RESTRICT klast_slice,
const int64_t *GB_RESTRICT pstart_slice,
const int ntasks,
const int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
{
#include "GB_dense_subassign_23_template.c"
}
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// C += b, accumulate a scalar into a dense matrix
//------------------------------------------------------------------------------
GrB_Info GB_Cdense_accumb__div_fp64
(
GrB_Matrix C,
const GB_void *p_bwork,
const int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
{
// get the scalar b for C += b, of type double
double bwork = (*((double *) p_bwork)) ;
#include "GB_dense_subassign_22_template.c"
return (GrB_SUCCESS) ;
}
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// C = A*D, column scale with diagonal D matrix
//------------------------------------------------------------------------------
GrB_Info GB_AxD__div_fp64
(
GrB_Matrix C,
const GrB_Matrix A, bool A_is_pattern,
const GrB_Matrix D, bool D_is_pattern,
const int64_t *GB_RESTRICT kfirst_slice,
const int64_t *GB_RESTRICT klast_slice,
const int64_t *GB_RESTRICT pstart_slice,
const int ntasks,
const int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
double *GB_RESTRICT Cx = (double *) C->x ;
#include "GB_AxB_colscale_meta.c"
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// C = D*B, row scale with diagonal D matrix
//------------------------------------------------------------------------------
GrB_Info GB_DxB__div_fp64
(
GrB_Matrix C,
const GrB_Matrix D, bool D_is_pattern,
const GrB_Matrix B, bool B_is_pattern,
int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
double *GB_RESTRICT Cx = (double *) C->x ;
#include "GB_AxB_rowscale_meta.c"
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// eWiseAdd: C = A+B or C<M> = A+B
//------------------------------------------------------------------------------
#undef GB_FREE_ALL
#define GB_FREE_ALL \
{ \
GB_ek_slice_free (&pstart_Mslice, &kfirst_Mslice, &klast_Mslice) ; \
GB_ek_slice_free (&pstart_Aslice, &kfirst_Aslice, &klast_Aslice) ; \
GB_ek_slice_free (&pstart_Bslice, &kfirst_Bslice, &klast_Bslice) ; \
}
GrB_Info GB_AaddB__div_fp64
(
GrB_Matrix C,
const int C_sparsity,
const GrB_Matrix M,
const bool Mask_struct,
const bool Mask_comp,
const GrB_Matrix A,
const GrB_Matrix B,
const bool Ch_is_Mh,
const int64_t *GB_RESTRICT C_to_M,
const int64_t *GB_RESTRICT C_to_A,
const int64_t *GB_RESTRICT C_to_B,
const GB_task_struct *GB_RESTRICT TaskList,
const int C_ntasks,
const int C_nthreads,
GB_Context Context
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
int64_t *pstart_Mslice = NULL, *kfirst_Mslice = NULL, *klast_Mslice = NULL ;
int64_t *pstart_Aslice = NULL, *kfirst_Aslice = NULL, *klast_Aslice = NULL ;
int64_t *pstart_Bslice = NULL, *kfirst_Bslice = NULL, *klast_Bslice = NULL ;
#include "GB_add_template.c"
GB_FREE_ALL ;
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// eWiseMult: C = A.*B or C<M> = A.*B
//------------------------------------------------------------------------------
GrB_Info GB_AemultB__div_fp64
(
GrB_Matrix C,
const int C_sparsity,
const GrB_Matrix M,
const bool Mask_struct,
const bool Mask_comp,
const GrB_Matrix A,
const GrB_Matrix B,
const int64_t *GB_RESTRICT C_to_M,
const int64_t *GB_RESTRICT C_to_A,
const int64_t *GB_RESTRICT C_to_B,
const GB_task_struct *GB_RESTRICT TaskList,
const int C_ntasks,
const int C_nthreads,
GB_Context Context
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
int64_t *pstart_Mslice = NULL, *kfirst_Mslice = NULL, *klast_Mslice = NULL ;
int64_t *pstart_Aslice = NULL, *kfirst_Aslice = NULL, *klast_Aslice = NULL ;
int64_t *pstart_Bslice = NULL, *kfirst_Bslice = NULL, *klast_Bslice = NULL ;
#include "GB_emult_template.c"
GB_FREE_ALL ;
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// Cx = op (x,Bx): apply a binary operator to a matrix with scalar bind1st
//------------------------------------------------------------------------------
GrB_Info GB_bind1st__div_fp64
(
GB_void *Cx_output, // Cx and Bx may be aliased
const GB_void *x_input,
const GB_void *Bx_input,
const int8_t *GB_RESTRICT Bb,
int64_t anz,
int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
double *Cx = (double *) Cx_output ;
double x = (*((double *) x_input)) ;
double *Bx = (double *) Bx_input ;
int64_t p ;
#pragma omp parallel for num_threads(nthreads) schedule(static)
for (p = 0 ; p < anz ; p++)
{
if (!GBB (Bb, p)) continue ;
double bij = Bx [p] ;
Cx [p] = (x / bij) ;
}
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// Cx = op (Ax,y): apply a binary operator to a matrix with scalar bind2nd
//------------------------------------------------------------------------------
GrB_Info GB_bind2nd__div_fp64
(
GB_void *Cx_output, // Cx and Ax may be aliased
const GB_void *Ax_input,
const GB_void *y_input,
const int8_t *GB_RESTRICT Ab,
int64_t anz,
int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
int64_t p ;
double *Cx = (double *) Cx_output ;
double *Ax = (double *) Ax_input ;
double y = (*((double *) y_input)) ;
#pragma omp parallel for num_threads(nthreads) schedule(static)
for (p = 0 ; p < anz ; p++)
{
if (!GBB (Ab, p)) continue ;
double aij = Ax [p] ;
Cx [p] = (aij / y) ;
}
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// C = op (x, A'): transpose and apply a binary operator
//------------------------------------------------------------------------------
// cij = op (x, aij), no typecasting (in spite of the macro name)
#undef GB_CAST_OP
#define GB_CAST_OP(pC,pA) \
{ \
double aij = Ax [pA] ; \
Cx [pC] = (x / aij) ; \
}
GrB_Info GB_bind1st_tran__div_fp64
(
GrB_Matrix C,
const GB_void *x_input,
const GrB_Matrix A,
int64_t *GB_RESTRICT *Workspaces,
const int64_t *GB_RESTRICT A_slice,
int nworkspaces,
int nthreads
)
{
// GB_unop_transpose.c uses GB_ATYPE, but A is
// the 2nd input to binary operator z=f(x,y).
#undef GB_ATYPE
#define GB_ATYPE \
double
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
double x = (*((const double *) x_input)) ;
#include "GB_unop_transpose.c"
return (GrB_SUCCESS) ;
#endif
#undef GB_ATYPE
#define GB_ATYPE \
double
}
//------------------------------------------------------------------------------
// C = op (A', y): transpose and apply a binary operator
//------------------------------------------------------------------------------
// cij = op (aij, y), no typecasting (in spite of the macro name)
#undef GB_CAST_OP
#define GB_CAST_OP(pC,pA) \
{ \
double aij = Ax [pA] ; \
Cx [pC] = (aij / y) ; \
}
GrB_Info GB_bind2nd_tran__div_fp64
(
GrB_Matrix C,
const GrB_Matrix A,
const GB_void *y_input,
int64_t *GB_RESTRICT *Workspaces,
const int64_t *GB_RESTRICT A_slice,
int nworkspaces,
int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
double y = (*((const double *) y_input)) ;
#include "GB_unop_transpose.c"
return (GrB_SUCCESS) ;
#endif
}
#endif
|
convolution_1x1_packn_fp16s.h | // Tencent is pleased to support the open source community by making ncnn available.
//
// Copyright (C) 2021 THL A29 Limited, a Tencent company. All rights reserved.
//
// Licensed under the BSD 3-Clause License (the "License"); you may not use this file except
// in compliance with the License. You may obtain a copy of the License at
//
// https://opensource.org/licenses/BSD-3-Clause
//
// Unless required by applicable law or agreed to in writing, software distributed
// under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR
// CONDITIONS OF ANY KIND, either express or implied. See the License for the
// specific language governing permissions and limitations under the License.
static void conv1x1s1_sgemm_packn_fp16sa_rvv(const Mat& bottom_blob, Mat& top_blob, const Mat& kernel, const Mat& _bias, const Option& opt)
{
int w = bottom_blob.w;
int h = bottom_blob.h;
const int size = w * h;
Mat bottom_im2col = bottom_blob;
bottom_im2col.w = size;
bottom_im2col.h = 1;
im2col_sgemm_packn_fp16sa_rvv(bottom_im2col, top_blob, kernel, _bias, opt);
}
static void conv1x1s2_packn_fp16sa_rvv(const Mat& bottom_blob, Mat& top_blob, const Mat& kernel, const Mat& _bias, const Option& opt)
{
const int packn = csrr_vlenb() / 2;
const word_type vl = vsetvl_e16m1(packn);
int w = bottom_blob.w;
int channels = bottom_blob.c;
size_t elemsize = bottom_blob.elemsize;
int elempack = bottom_blob.elempack;
int outw = top_blob.w;
int outh = top_blob.h;
const int tailstep = (w - 2 * outw + w) * packn;
Mat bottom_blob_shrinked;
bottom_blob_shrinked.create(outw, outh, channels, elemsize, elempack, opt.workspace_allocator);
#pragma omp parallel for num_threads(opt.num_threads)
for (int p = 0; p < channels; p++)
{
const __fp16* r0 = bottom_blob.channel(p);
__fp16* outptr = bottom_blob_shrinked.channel(p);
for (int i = 0; i < outh; i++)
{
for (int j = 0; j < outw; j++)
{
vfloat16m1_t _val = vle16_v_f16m1(r0, vl);
vse16_v_f16m1(outptr, _val, vl);
r0 += packn * 2;
outptr += packn;
}
r0 += tailstep;
}
}
conv1x1s1_sgemm_packn_fp16sa_rvv(bottom_blob_shrinked, top_blob, kernel, _bias, opt);
}
|
structure_factors_direct.h | #ifndef CCTBX_XRAY_STRUCTURE_FACTORS_DIRECT_H
#define CCTBX_XRAY_STRUCTURE_FACTORS_DIRECT_H
#include <cctbx/xray/scattering_type_registry.h>
#include <cctbx/xray/hr_ht_cache.h>
#include <cctbx/math/cos_sin_table.h>
#include <omptbx/omp_or_stubs.h>
#define CCTBX_XRAY_STRUCTURE_FACTORS_DIRECT_NO_PRAGMA_OMP
namespace cctbx { namespace xray { namespace structure_factors {
template <typename CosSinType, typename ScattererType>
struct direct_sum_over_equivalent_h
{
typedef typename ScattererType::float_type float_type;
typedef std::complex<float_type> complex_type;
direct_sum_over_equivalent_h(
CosSinType const& cos_sin_,
sgtbx::space_group const& space_group_,
miller::index<> h,
float_type d_star_sq_)
:
cos_sin(cos_sin_),
hr_ht(cos_sin_, space_group_, h),
d_star_sq(d_star_sq_),
sum_f_calc(0,0)
{}
void add_contribution_of(ScattererType const& scatterer,
float_type f0)
{
typedef float_type f_t;
typedef complex_type c_t;
c_t f_calc(0,0);
for(std::size_t i=0;i<hr_ht.groups.size();i++) {
hr_ht_group<f_t> const& g = hr_ht.groups[i];
f_t hrx = g.hr * scatterer.site;
c_t term = cos_sin.get(hrx + g.ht);
if (scatterer.flags.use_u_aniso()) {
f_t dw = adptbx::debye_waller_factor_u_star(g.hr, scatterer.u_star);
term *= dw;
}
f_calc += term;
}
if (hr_ht.is_origin_centric) {
f_calc = c_t(2*f_calc.real(),0);
}
else if (hr_ht.is_centric) {
f_calc += std::conj(f_calc) * hr_ht.f_h_inv_t;
}
if (scatterer.flags.use_u_iso() && scatterer.u_iso != 0) {
f_t dw=adptbx::debye_waller_factor_u_iso(d_star_sq/4, scatterer.u_iso);
f_calc *= dw;
}
f_t w = scatterer.weight();
f_t f0p_w = (f0 + scatterer.fp) * w;
f_t fdp_w = scatterer.fdp;
if (fdp_w != 0) {
fdp_w *= w;
f_calc *= c_t(f0p_w, fdp_w);
}
else {
f_calc *= f0p_w;
}
sum_f_calc += f_calc;
}
complex_type f_calc() {
return sum_f_calc * hr_ht.ltr_factor;
}
CosSinType const &cos_sin;
hr_ht_cache<float_type> hr_ht;
float_type d_star_sq;
complex_type sum_f_calc;
};
template <class ScattererType=scatterer<> >
class direct
{
public:
typedef ScattererType scatterer_type;
typedef typename ScattererType::float_type float_type;
direct() {}
direct(
uctbx::unit_cell const& unit_cell,
sgtbx::space_group const& space_group,
af::const_ref<miller::index<> > const& miller_indices,
af::const_ref<ScattererType> const& scatterers,
xray::scattering_type_registry const& scattering_type_registry)
{
math::cos_sin_exact<float_type> cos_sin;
compute(cos_sin, unit_cell, space_group, miller_indices,
scatterers, scattering_type_registry);
}
template<class CosSinType>
direct(
CosSinType const& cos_sin,
uctbx::unit_cell const& unit_cell,
sgtbx::space_group const& space_group,
af::const_ref<miller::index<> > const& miller_indices,
af::const_ref<ScattererType> const& scatterers,
xray::scattering_type_registry const& scattering_type_registry)
{
compute(cos_sin, unit_cell, space_group, miller_indices,
scatterers, scattering_type_registry);
}
af::shared<std::complex<float_type> > const&
f_calc() const { return f_calc_; }
private:
af::shared<std::complex<float_type> > f_calc_;
template <typename CosSinType>
void
compute(
CosSinType const& cos_sin,
uctbx::unit_cell const& unit_cell,
sgtbx::space_group const& space_group,
af::const_ref<miller::index<> > const& miller_indices,
af::const_ref<ScattererType> const& scatterers,
xray::scattering_type_registry const& scattering_type_registry)
{
typedef float_type f_t;
typedef std::complex<float_type> c_t;
int n = static_cast<int>(miller_indices.size());
f_calc_ = af::shared<c_t>(n, af::init_functor_null<c_t>());
c_t *f_calc_beg = f_calc_.begin();
af::shared<std::size_t> scattering_type_indices
= scattering_type_registry.unique_indices(scatterers);
/* The OpenMP standard specifies that
A throw executed inside a parallel region must cause execution
to resume within the same parallel region, and it must be caught
by the same thread that threw the exception.
Since a std::runtime_error may be thrown during Debye-Waller
computations (c.f. adptbx.h, function debye_waller_factor_exp)
one must make sure it cannot escape the body of the parallelised
loop. So we catch it inside the loop and then re-throw it
immediately after the loop finished.
*/
boost::optional<std::runtime_error> error;
#if !defined(CCTBX_XRAY_STRUCTURE_FACTORS_DIRECT_NO_PRAGMA_OMP)
#if !defined(__DECCXX_VER) || (defined(_OPENMP) && _OPENMP > 199819)
#pragma omp parallel for schedule(static)
#endif
#endif
for(int i=0;i<n;i++) {
try {
miller::index<> h = miller_indices[i];
f_t d_star_sq = unit_cell.d_star_sq(h);
af::shared<double> form_factors
= scattering_type_registry.unique_form_factors_at_d_star_sq(
d_star_sq);
direct_sum_over_equivalent_h<CosSinType, ScattererType>
sum(cos_sin, space_group, h, d_star_sq);
for(std::size_t j=0; j<scatterers.size(); ++j) {
sum.add_contribution_of(scatterers[j],
form_factors[scattering_type_indices[j]]);
}
f_calc_beg[i] = sum.f_calc();
}
catch (std::runtime_error e) {
#pragma omp critical
{
// The first error will be recorded only.
if (!error) error = e;
}
}
}
if (error) throw *error;
}
};
}}} // namespace cctbx::xray::structure_factors
#endif // CCTBX_XRAY_STRUCTURE_FACTORS_DIRECT_H
|
DRACC_OMP_034_MxV_wrong_update_yes.c | /*
Matrix Vector multiplication with another thread on the host constantly updating the values of a.
*/
#include <stdio.h>
#include <stdbool.h>
#include <stdlib.h>
#include <omp.h>
#define C 512
int *a;
int *b;
int *c;
int init(){
for(int i=0; i<C; i++){
for(int j=0; j<C; j++){
b[j+i*C]=1;
}
a[i]=1;
c[i]=0;
}
return 0;
}
int Mult(){
#pragma omp parallel sections num_threads(2)
{
#pragma omp target map(to:a[0:C],b[0:C*C]) map(from:c[0:C]) device(0)
{
#pragma omp teams distribute parallel for
for(int i=0; i<C; i++){
for(int j=0; j<C; j++){
c[i]+=b[j+i*C]*a[j];
}
}
}
#pragma omp section
#pragma omp parallel num_threads(4)
#pragma omp for
for(int i=C; i>0; i--){
a[i]=3;
#pragma omp target update to(a[i]) device(0)
}
}
return 0;
}
int check(){
bool test = false;
for(int i=0; i<C; i++){
if(c[i]!=C){
test = true;
}
}
printf("Memory Access Issue visible: %s\n",test ? "true" : "false");
return 0;
}
int main(){
a = malloc(C*sizeof(int));
b = malloc(C*C*sizeof(int));
c = malloc(C*sizeof(int));
init();
omp_set_nested(1);
Mult();
check();
free(a);
free(b);
free(c);
return 0;
} |
Singleton.h | /**
* Copyright (C) 2007-2011 YU Zhi. All rights reserved.
* $Id$
* @file singleton_holder.h
*
* created on: 2008-04-16
* Author: salmon
*/
#ifndef SP_SINGLETON_H_
#define SP_SINGLETON_H_
namespace sp
{
/** @ingroup design_pattern
*
* @addtogroup singleton Singleton
* @{
*
* @brief singleton
*
* @note Meyers Singleton，
* Ref:Andrei Alexandrescu Chap 6.4
* Modern C++ Design Generic Programming and Design Patterns Applied 2001 Addison Wesley ,
*/
template <class T>
class Singleton
{
public:
static T &instance()
{
if (!pInstance_)
{
//#pragma omp critical
// TOD add some for mt critical
if (!pInstance_)
{
static T tmp;
pInstance_ = &tmp;
}
}
return *pInstance_;
}
protected:
Singleton() {}
~Singleton() {}
static T *volatile pInstance_;
};
template <class T>
T *volatile Singleton<T>::pInstance_ = 0;
/** @} */
} // namespace sp
#endif // SP_SINGLETON_H_
|
GB_binop__rminus_uint16.c | //------------------------------------------------------------------------------
// GB_binop: hard-coded functions for each built-in binary operator
//------------------------------------------------------------------------------
// SuiteSparse:GraphBLAS, Timothy A. Davis, (c) 2017-2021, All Rights Reserved.
// SPDX-License-Identifier: Apache-2.0
//------------------------------------------------------------------------------
// If this file is in the Generated/ folder, do not edit it (auto-generated).
#include "GB.h"
#ifndef GBCOMPACT
#include "GB_emult.h"
#include "GB_control.h"
#include "GB_ek_slice.h"
#include "GB_dense.h"
#include "GB_atomics.h"
#include "GB_bitmap_assign_methods.h"
#include "GB_binop__include.h"
// C=binop(A,B) is defined by the following types and operators:
// A+B function (eWiseAdd): GB (_AaddB__rminus_uint16)
// A.*B function (eWiseMult): GB (_AemultB)
// A.*B function (eWiseMult): GB (_AemultB_02__rminus_uint16)
// A.*B function (eWiseMult): GB (_AemultB_03__rminus_uint16)
// A.*B function (eWiseMult): GB (_AemultB_bitmap__rminus_uint16)
// A*D function (colscale): GB (_AxD__rminus_uint16)
// D*A function (rowscale): GB (_DxB__rminus_uint16)
// C+=B function (dense accum): GB (_Cdense_accumB__rminus_uint16)
// C+=b function (dense accum): GB (_Cdense_accumb__rminus_uint16)
// C+=A+B function (dense ewise3): GB (_Cdense_ewise3_accum__rminus_uint16)
// C=A+B function (dense ewise3): GB (_Cdense_ewise3_noaccum__rminus_uint16)
// C=scalar+B GB (_bind1st__rminus_uint16)
// C=scalar+B' GB (_bind1st_tran__rminus_uint16)
// C=A+scalar GB (_bind2nd__rminus_uint16)
// C=A'+scalar GB (_bind2nd_tran__rminus_uint16)
// C type: uint16_t
// A type: uint16_t
// B,b type: uint16_t
// BinaryOp: cij = (bij - aij)
#define GB_ATYPE \
uint16_t
#define GB_BTYPE \
uint16_t
#define GB_CTYPE \
uint16_t
// true if the types of A and B are identical
#define GB_ATYPE_IS_BTYPE \
1
// true if the types of C and A are identical
#define GB_CTYPE_IS_ATYPE \
1
// true if the types of C and B are identical
#define GB_CTYPE_IS_BTYPE \
1
// aij = Ax [pA]
#define GB_GETA(aij,Ax,pA) \
uint16_t aij = Ax [pA]
// bij = Bx [pB]
#define GB_GETB(bij,Bx,pB) \
uint16_t bij = Bx [pB]
// declare scalar of the same type as C
#define GB_CTYPE_SCALAR(t) \
uint16_t t
// cij = Ax [pA]
#define GB_COPY_A_TO_C(cij,Ax,pA) \
cij = Ax [pA]
// cij = Bx [pB]
#define GB_COPY_B_TO_C(cij,Bx,pB) \
cij = Bx [pB]
#define GB_CX(p) Cx [p]
// binary operator
#define GB_BINOP(z, x, y, i, j) \
z = (y - x) ;
// true if the binop must be flipped
#define GB_BINOP_FLIP \
0
// op is second
#define GB_OP_IS_SECOND \
0
// do the numerical phases of GB_add and GB_emult
#define GB_PHASE_2_OF_2
// hard-coded loops can be vectorized
#define GB_PRAGMA_SIMD_VECTORIZE GB_PRAGMA_SIMD
// disable this operator and use the generic case if these conditions hold
#define GB_DISABLE \
(GxB_NO_RMINUS || GxB_NO_UINT16 || GxB_NO_RMINUS_UINT16)
//------------------------------------------------------------------------------
// C += A+B, all 3 matrices dense
//------------------------------------------------------------------------------
// The op must be MIN, MAX, PLUS, MINUS, RMINUS, TIMES, DIV, or RDIV.
void GB (_Cdense_ewise3_accum__rminus_uint16)
(
GrB_Matrix C,
const GrB_Matrix A,
const GrB_Matrix B,
const int nthreads
)
{
#include "GB_dense_ewise3_accum_template.c"
}
//------------------------------------------------------------------------------
// C = A+B, all 3 matrices dense
//------------------------------------------------------------------------------
GrB_Info GB (_Cdense_ewise3_noaccum__rminus_uint16)
(
GrB_Matrix C,
const GrB_Matrix A,
const GrB_Matrix B,
const int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
#include "GB_dense_ewise3_noaccum_template.c"
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// C += B, accumulate a sparse matrix into a dense matrix
//------------------------------------------------------------------------------
GrB_Info GB (_Cdense_accumB__rminus_uint16)
(
GrB_Matrix C,
const GrB_Matrix B,
const int64_t *B_ek_slicing, const int B_ntasks, const int B_nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
{
#include "GB_dense_subassign_23_template.c"
}
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// C += b, accumulate a scalar into a dense matrix
//------------------------------------------------------------------------------
GrB_Info GB (_Cdense_accumb__rminus_uint16)
(
GrB_Matrix C,
const GB_void *p_bwork,
const int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
{
// get the scalar b for C += b, of type uint16_t
uint16_t bwork = (*((uint16_t *) p_bwork)) ;
#include "GB_dense_subassign_22_template.c"
return (GrB_SUCCESS) ;
}
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// C = A*D, column scale with diagonal D matrix
//------------------------------------------------------------------------------
GrB_Info GB (_AxD__rminus_uint16)
(
GrB_Matrix C,
const GrB_Matrix A, bool A_is_pattern,
const GrB_Matrix D, bool D_is_pattern,
const int64_t *A_ek_slicing, const int A_ntasks, const int A_nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
uint16_t *restrict Cx = (uint16_t *) C->x ;
#include "GB_AxB_colscale_meta.c"
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// C = D*B, row scale with diagonal D matrix
//------------------------------------------------------------------------------
GrB_Info GB (_DxB__rminus_uint16)
(
GrB_Matrix C,
const GrB_Matrix D, bool D_is_pattern,
const GrB_Matrix B, bool B_is_pattern,
int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
uint16_t *restrict Cx = (uint16_t *) C->x ;
#include "GB_AxB_rowscale_meta.c"
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// eWiseAdd: C = A+B or C<M> = A+B
//------------------------------------------------------------------------------
GrB_Info GB (_AaddB__rminus_uint16)
(
GrB_Matrix C,
const int C_sparsity,
const GrB_Matrix M,
const bool Mask_struct,
const bool Mask_comp,
const GrB_Matrix A,
const GrB_Matrix B,
const bool Ch_is_Mh,
const int64_t *restrict C_to_M,
const int64_t *restrict C_to_A,
const int64_t *restrict C_to_B,
const GB_task_struct *restrict TaskList,
const int C_ntasks,
const int C_nthreads,
GB_Context Context
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
GB_WERK_DECLARE (M_ek_slicing, int64_t) ;
GB_WERK_DECLARE (A_ek_slicing, int64_t) ;
GB_WERK_DECLARE (B_ek_slicing, int64_t) ;
#include "GB_add_template.c"
GB_FREE_WORK ;
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// eWiseMult: C = A.*B or C<M> = A.*B
//------------------------------------------------------------------------------
GrB_Info GB (_AemultB_01__rminus_uint16)
(
GrB_Matrix C,
const int C_sparsity,
const int ewise_method,
const GrB_Matrix M,
const bool Mask_struct,
const bool Mask_comp,
const GrB_Matrix A,
const GrB_Matrix B,
const int64_t *restrict C_to_M,
const int64_t *restrict C_to_A,
const int64_t *restrict C_to_B,
const GB_task_struct *restrict TaskList,
const int C_ntasks,
const int C_nthreads,
GB_Context Context
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
#include "GB_emult_01_meta.c"
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// eWiseMult: C<#> = A.*B when A is sparse/hyper and B is bitmap/full
//------------------------------------------------------------------------------
GrB_Info GB (_AemultB_02__rminus_uint16)
(
GrB_Matrix C,
const GrB_Matrix M,
const bool Mask_struct,
const bool Mask_comp,
const GrB_Matrix A,
const GrB_Matrix B,
const bool flipxy,
const int64_t *restrict Cp_kfirst,
const int64_t *A_ek_slicing, const int A_ntasks, const int A_nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
#if GB_BINOP_FLIP
// The operator is not commutative, and does not have a flipped
// variant. For example z=atan2(y,x).
if (flipxy)
{
// use fmult(y,x)
#undef GB_FLIPPED
#define GB_FLIPPED 1
#include "GB_emult_02_template.c"
}
else
{
// use fmult(x,y)
#undef GB_FLIPPED
#define GB_FLIPPED 0
#include "GB_emult_02_template.c"
}
#else
// No need to handle the flip: the operator is either commutative, or
// has been handled by changing z=div(y,x) to z=rdiv(x,y) for example.
#undef GB_FLIPPED
#define GB_FLIPPED 0
#include "GB_emult_02_template.c"
#endif
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// eWiseMult: C<M> = A.*B, M sparse/hyper, A and B bitmap/full
//------------------------------------------------------------------------------
GrB_Info GB (_AemultB_03__rminus_uint16)
(
GrB_Matrix C,
const GrB_Matrix M,
const bool Mask_struct,
const GrB_Matrix A,
const GrB_Matrix B,
const int64_t *restrict Cp_kfirst,
const int64_t *M_ek_slicing, const int M_ntasks, const int M_nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
#include "GB_emult_03_template.c"
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// eWiseMult: C=A.*B, C<M>=A.*B, C<!M>=A.*B where C is bitmap
//------------------------------------------------------------------------------
GrB_Info GB (_AemultB_bitmap__rminus_uint16)
(
GrB_Matrix C,
const int ewise_method,
const GrB_Matrix M,
const bool Mask_struct,
const bool Mask_comp,
const GrB_Matrix A,
const GrB_Matrix B,
const int64_t *M_ek_slicing, const int M_ntasks, const int M_nthreads,
const int C_nthreads,
GB_Context Context
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
#include "GB_bitmap_emult_template.c"
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// Cx = op (x,Bx): apply a binary operator to a matrix with scalar bind1st
//------------------------------------------------------------------------------
GrB_Info GB (_bind1st__rminus_uint16)
(
GB_void *Cx_output, // Cx and Bx may be aliased
const GB_void *x_input,
const GB_void *Bx_input,
const int8_t *restrict Bb,
int64_t anz,
int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
uint16_t *Cx = (uint16_t *) Cx_output ;
uint16_t x = (*((uint16_t *) x_input)) ;
uint16_t *Bx = (uint16_t *) Bx_input ;
int64_t p ;
#pragma omp parallel for num_threads(nthreads) schedule(static)
for (p = 0 ; p < anz ; p++)
{
if (!GBB (Bb, p)) continue ;
uint16_t bij = Bx [p] ;
Cx [p] = (bij - x) ;
}
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// Cx = op (Ax,y): apply a binary operator to a matrix with scalar bind2nd
//------------------------------------------------------------------------------
GrB_Info GB (_bind2nd__rminus_uint16)
(
GB_void *Cx_output, // Cx and Ax may be aliased
const GB_void *Ax_input,
const GB_void *y_input,
const int8_t *restrict Ab,
int64_t anz,
int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
int64_t p ;
uint16_t *Cx = (uint16_t *) Cx_output ;
uint16_t *Ax = (uint16_t *) Ax_input ;
uint16_t y = (*((uint16_t *) y_input)) ;
#pragma omp parallel for num_threads(nthreads) schedule(static)
for (p = 0 ; p < anz ; p++)
{
if (!GBB (Ab, p)) continue ;
uint16_t aij = Ax [p] ;
Cx [p] = (y - aij) ;
}
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// C = op (x, A'): transpose and apply a binary operator
//------------------------------------------------------------------------------
// cij = op (x, aij), no typecasting (in spite of the macro name)
#undef GB_CAST_OP
#define GB_CAST_OP(pC,pA) \
{ \
uint16_t aij = Ax [pA] ; \
Cx [pC] = (aij - x) ; \
}
GrB_Info GB (_bind1st_tran__rminus_uint16)
(
GrB_Matrix C,
const GB_void *x_input,
const GrB_Matrix A,
int64_t *restrict *Workspaces,
const int64_t *restrict A_slice,
int nworkspaces,
int nthreads
)
{
// GB_unop_transpose.c uses GB_ATYPE, but A is
// the 2nd input to binary operator z=f(x,y).
#undef GB_ATYPE
#define GB_ATYPE \
uint16_t
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
uint16_t x = (*((const uint16_t *) x_input)) ;
#include "GB_unop_transpose.c"
return (GrB_SUCCESS) ;
#endif
#undef GB_ATYPE
#define GB_ATYPE \
uint16_t
}
//------------------------------------------------------------------------------
// C = op (A', y): transpose and apply a binary operator
//------------------------------------------------------------------------------
// cij = op (aij, y), no typecasting (in spite of the macro name)
#undef GB_CAST_OP
#define GB_CAST_OP(pC,pA) \
{ \
uint16_t aij = Ax [pA] ; \
Cx [pC] = (y - aij) ; \
}
GrB_Info GB (_bind2nd_tran__rminus_uint16)
(
GrB_Matrix C,
const GrB_Matrix A,
const GB_void *y_input,
int64_t *restrict *Workspaces,
const int64_t *restrict A_slice,
int nworkspaces,
int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
uint16_t y = (*((const uint16_t *) y_input)) ;
#include "GB_unop_transpose.c"
return (GrB_SUCCESS) ;
#endif
}
#endif
|
my_sgemm.c | /*
* --------------------------------------------------------------------------
* BLISLAB
* --------------------------------------------------------------------------
* Copyright (C) 2016, The University of Texas at Austin
*
* Redistribution and use in source and binary forms, with or without
* modification, are permitted provided that the following conditions are
* met:
* - Redistributions of source code must retain the above copyright
* notice, this list of conditions and the following disclaimer.
* - 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.
* - Neither the name of The University of Texas nor the names of its
* contributors may be used to endorse or promote products derived
* from this software without specific prior written permission.
*
* 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 THE COPYRIGHT
* HOLDER 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.
*
*
* bl_sgemm.c
*
*
* Purpose:
* this is the main file of blislab sgemm.
*
* Todo:
*
*
* Modification:
*
*
* */
#include <stdio.h>
#include <omp.h>
#include "bl_config.h"
#include "bl_sgemm_kernel.h"
#include "bl_sgemm.h"
#define min( i, j ) ( (i)<(j) ? (i): (j) )
inline void packA_mcxkc_d(
int m,
int k,
float *XA,
int ldXA,
int offseta,
float *packA
)
{
int i, p;
float *a_pntr[ SGEMM_MR ];
for ( i = 0; i < m; i ++ ) {
a_pntr[ i ] = XA + ( offseta + i );
}
for ( i = m; i < SGEMM_MR; i ++ ) {
a_pntr[ i ] = XA + ( offseta + 0 );
}
for ( p = 0; p < k; p ++ ) {
for ( i = 0; i < SGEMM_MR; i ++ ) {
*packA = *a_pntr[ i ];
packA ++;
a_pntr[ i ] = a_pntr[ i ] + ldXA;
}
}
}
/*
* --------------------------------------------------------------------------
*/
inline void packB_kcxnc_d(
int n,
int k,
float *XB,
int ldXB, // ldXB is the original k
int offsetb,
float *packB
)
{
int j, p;
float *b_pntr[ SGEMM_NR ];
for ( j = 0; j < n; j ++ ) {
b_pntr[ j ] = XB + ldXB * ( offsetb + j );
}
for ( j = n; j < SGEMM_NR; j ++ ) {
b_pntr[ j ] = XB + ldXB * ( offsetb + 0 );
}
for ( p = 0; p < k; p ++ ) {
for ( j = 0; j < SGEMM_NR; j ++ ) {
*packB ++ = *b_pntr[ j ] ++;
}
}
}
/*
* --------------------------------------------------------------------------
*/
void bl_macro_kernel(
int m,
int n,
int k,
float *packA,
float *packB,
float *C,
int ldc
)
{
int bl_ic_nt;
int i, ii, j;
aux_t aux;
char *str;
aux.b_next = packB;
// We can also parallelize with OMP here.
//// sequential is the default situation
//bl_ic_nt = 1;
//// check the environment variable
//str = getenv( "BLISLAB_IC_NT" );
//if ( str != NULL ) {
// bl_ic_nt = (int)strtol( str, NULL, 10 );
//}
//#pragma omp parallel for num_threads( bl_ic_nt ) private( j, i, aux )
for ( j = 0; j < n; j += SGEMM_NR ) { // 2-th loop around micro-kernel
aux.n = min( n - j, SGEMM_NR );
for ( i = 0; i < m; i += SGEMM_MR ) { // 1-th loop around micro-kernel
aux.m = min( m - i, SGEMM_MR );
if ( i + SGEMM_MR >= m ) {
aux.b_next += SGEMM_NR * k;
}
( *bl_micro_kernel ) (
k,
&packA[ i * k ],
&packB[ j * k ],
&C[ j * ldc + i ],
(unsigned long long) ldc,
&aux
);
} // 1-th loop around micro-kernel
} // 2-th loop around micro-kernel
}
// C must be aligned
void bl_sgemm(
int m,
int n,
int k,
float *XA,
int lda,
float *XB,
int ldb,
float *C, // must be aligned
int ldc // ldc must also be aligned
)
{
int i, j, p, bl_ic_nt;
int ic, ib, jc, jb, pc, pb;
int ir, jr;
float *packA, *packB;
char *str;
// Early return if possible
if ( m == 0 || n == 0 || k == 0 ) {
printf( "bl_sgemm(): early return\n" );
return;
}
// sequential is the default situation
bl_ic_nt = 1;
// check the environment variable
//str = getenv( "BLISLAB_IC_NT" );
//if ( str != NULL ) {
// bl_ic_nt = (int)strtol( str, NULL, 10 );
//}
// Allocate packing buffers
packA = bl_malloc_aligned( SGEMM_KC, ( SGEMM_MC + 1 ) * bl_ic_nt, sizeof(float) );
packB = bl_malloc_aligned( SGEMM_KC, ( SGEMM_NC + 1 ) , sizeof(float) );
for ( jc = 0; jc < n; jc += SGEMM_NC ) { // 5-th loop around micro-kernel
jb = min( n - jc, SGEMM_NC );
for ( pc = 0; pc < k; pc += SGEMM_KC ) { // 4-th loop around micro-kernel
pb = min( k - pc, SGEMM_KC );
#pragma omp parallel for num_threads( bl_ic_nt ) private( jr )
for ( j = 0; j < jb; j += SGEMM_NR ) {
packB_kcxnc_d(
min( jb - j, SGEMM_NR ),
pb,
&XB[ pc ],
k, // should be ldXB instead
jc + j,
&packB[ j * pb ]
);
}
#pragma omp parallel for num_threads( bl_ic_nt ) private( ic, ib, i, ir )
for ( ic = 0; ic < m; ic += SGEMM_MC ) { // 3-rd loop around micro-kernel
int tid = omp_get_thread_num();
ib = min( m - ic, SGEMM_MC );
for ( i = 0; i < ib; i += SGEMM_MR ) {
packA_mcxkc_d(
min( ib - i, SGEMM_MR ),
pb,
&XA[ pc * lda ],
m,
ic + i,
&packA[ tid * SGEMM_MC * pb + i * pb ]
);
}
bl_macro_kernel(
ib,
jb,
pb,
packA + tid * SGEMM_MC * pb,
packB,
&C[ jc * ldc + ic ],
ldc
);
} // End 3.rd loop around micro-kernel
} // End 4.th loop around micro-kernel
} // End 5.th loop around micro-kernel
free( packA );
free( packB );
}
|
profile.c | /*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
% PPPP RRRR OOO FFFFF IIIII L EEEEE %
% P P R R O O F I L E %
% PPPP RRRR O O FFF I L EEE %
% P R R O O F I L E %
% P R R OOO F IIIII LLLLL EEEEE %
% %
% %
% MagickCore Image Profile Methods %
% %
% Software Design %
% Cristy %
% July 1992 %
% %
% %
% Copyright 1999-2021 ImageMagick Studio LLC, a non-profit organization %
% dedicated to making software imaging solutions freely available. %
% %
% You may not use this file except in compliance with the License. You may %
% obtain a copy of the License at %
% %
% https://imagemagick.org/script/license.php %
% %
% Unless required by applicable law or agreed to in writing, software %
% distributed under the License is distributed on an "AS IS" BASIS, %
% WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. %
% See the License for the specific language governing permissions and %
% limitations under the License. %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
%
*/
/*
Include declarations.
*/
#include "MagickCore/studio.h"
#include "MagickCore/artifact.h"
#include "MagickCore/attribute.h"
#include "MagickCore/cache.h"
#include "MagickCore/color.h"
#include "MagickCore/colorspace-private.h"
#include "MagickCore/configure.h"
#include "MagickCore/exception.h"
#include "MagickCore/exception-private.h"
#include "MagickCore/image.h"
#include "MagickCore/linked-list.h"
#include "MagickCore/memory_.h"
#include "MagickCore/monitor.h"
#include "MagickCore/monitor-private.h"
#include "MagickCore/option.h"
#include "MagickCore/option-private.h"
#include "MagickCore/pixel-accessor.h"
#include "MagickCore/profile.h"
#include "MagickCore/profile-private.h"
#include "MagickCore/property.h"
#include "MagickCore/quantum.h"
#include "MagickCore/quantum-private.h"
#include "MagickCore/resource_.h"
#include "MagickCore/splay-tree.h"
#include "MagickCore/string_.h"
#include "MagickCore/string-private.h"
#include "MagickCore/thread-private.h"
#include "MagickCore/token.h"
#include "MagickCore/utility.h"
#if defined(MAGICKCORE_LCMS_DELEGATE)
#if defined(MAGICKCORE_HAVE_LCMS_LCMS2_H)
#include <wchar.h>
#include <lcms/lcms2.h>
#else
#include <wchar.h>
#include "lcms2.h"
#endif
#endif
#if defined(MAGICKCORE_XML_DELEGATE)
# if defined(MAGICKCORE_WINDOWS_SUPPORT)
# if !defined(__MINGW32__)
# include <win32config.h>
# endif
# endif
# include <libxml/parser.h>
# include <libxml/tree.h>
#endif
/*
Forward declarations
*/
static MagickBooleanType
SetImageProfileInternal(Image *,const char *,const StringInfo *,
const MagickBooleanType,ExceptionInfo *);
static void
WriteTo8BimProfile(Image *,const char*,const StringInfo *);
/*
Typedef declarations
*/
struct _ProfileInfo
{
char
*name;
size_t
length;
unsigned char
*info;
size_t
signature;
};
typedef struct _CMSExceptionInfo
{
Image
*image;
ExceptionInfo
*exception;
} CMSExceptionInfo;
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
% C l o n e I m a g e P r o f i l e s %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% CloneImageProfiles() clones one or more image profiles.
%
% The format of the CloneImageProfiles method is:
%
% MagickBooleanType CloneImageProfiles(Image *image,
% const Image *clone_image)
%
% A description of each parameter follows:
%
% o image: the image.
%
% o clone_image: the clone image.
%
*/
MagickExport MagickBooleanType CloneImageProfiles(Image *image,
const Image *clone_image)
{
assert(image != (Image *) NULL);
assert(image->signature == MagickCoreSignature);
if (image->debug != MagickFalse)
(void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename);
assert(clone_image != (const Image *) NULL);
assert(clone_image->signature == MagickCoreSignature);
if (clone_image->profiles != (void *) NULL)
{
if (image->profiles != (void *) NULL)
DestroyImageProfiles(image);
image->profiles=CloneSplayTree((SplayTreeInfo *) clone_image->profiles,
(void *(*)(void *)) ConstantString,(void *(*)(void *)) CloneStringInfo);
}
return(MagickTrue);
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
% D e l e t e I m a g e P r o f i l e %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% DeleteImageProfile() deletes a profile from the image by its name.
%
% The format of the DeleteImageProfile method is:
%
% MagickBooleanTyupe DeleteImageProfile(Image *image,const char *name)
%
% A description of each parameter follows:
%
% o image: the image.
%
% o name: the profile name.
%
*/
MagickExport MagickBooleanType DeleteImageProfile(Image *image,const char *name)
{
assert(image != (Image *) NULL);
assert(image->signature == MagickCoreSignature);
if (image->debug != MagickFalse)
(void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename);
if (image->profiles == (SplayTreeInfo *) NULL)
return(MagickFalse);
WriteTo8BimProfile(image,name,(StringInfo *) NULL);
return(DeleteNodeFromSplayTree((SplayTreeInfo *) image->profiles,name));
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
% D e s t r o y I m a g e P r o f i l e s %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% DestroyImageProfiles() releases memory associated with an image profile map.
%
% The format of the DestroyProfiles method is:
%
% void DestroyImageProfiles(Image *image)
%
% A description of each parameter follows:
%
% o image: the image.
%
*/
MagickExport void DestroyImageProfiles(Image *image)
{
if (image->profiles != (SplayTreeInfo *) NULL)
image->profiles=DestroySplayTree((SplayTreeInfo *) image->profiles);
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
% G e t I m a g e P r o f i l e %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% GetImageProfile() gets a profile associated with an image by name.
%
% The format of the GetImageProfile method is:
%
% const StringInfo *GetImageProfile(const Image *image,const char *name)
%
% A description of each parameter follows:
%
% o image: the image.
%
% o name: the profile name.
%
*/
MagickExport const StringInfo *GetImageProfile(const Image *image,
const char *name)
{
const StringInfo
*profile;
assert(image != (Image *) NULL);
assert(image->signature == MagickCoreSignature);
if (image->debug != MagickFalse)
(void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename);
if (image->profiles == (SplayTreeInfo *) NULL)
return((StringInfo *) NULL);
profile=(const StringInfo *) GetValueFromSplayTree((SplayTreeInfo *)
image->profiles,name);
return(profile);
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
% G e t N e x t I m a g e P r o f i l e %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% GetNextImageProfile() gets the next profile name for an image.
%
% The format of the GetNextImageProfile method is:
%
% char *GetNextImageProfile(const Image *image)
%
% A description of each parameter follows:
%
% o hash_info: the hash info.
%
*/
MagickExport char *GetNextImageProfile(const Image *image)
{
assert(image != (Image *) NULL);
assert(image->signature == MagickCoreSignature);
if (image->debug != MagickFalse)
(void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename);
if (image->profiles == (SplayTreeInfo *) NULL)
return((char *) NULL);
return((char *) GetNextKeyInSplayTree((SplayTreeInfo *) image->profiles));
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
% P r o f i l e I m a g e %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% ProfileImage() associates, applies, or removes an ICM, IPTC, or generic
% profile with / to / from an image. If the profile is NULL, it is removed
% from the image otherwise added or applied. Use a name of '*' and a profile
% of NULL to remove all profiles from the image.
%
% ICC and ICM profiles are handled as follows: If the image does not have
% an associated color profile, the one you provide is associated with the
% image and the image pixels are not transformed. Otherwise, the colorspace
% transform defined by the existing and new profile are applied to the image
% pixels and the new profile is associated with the image.
%
% The format of the ProfileImage method is:
%
% MagickBooleanType ProfileImage(Image *image,const char *name,
% const void *datum,const size_t length,const MagickBooleanType clone)
%
% A description of each parameter follows:
%
% o image: the image.
%
% o name: Name of profile to add or remove: ICC, IPTC, or generic profile.
%
% o datum: the profile data.
%
% o length: the length of the profile.
%
% o clone: should be MagickFalse.
%
*/
#if defined(MAGICKCORE_LCMS_DELEGATE)
typedef struct _LCMSInfo
{
ColorspaceType
colorspace;
cmsUInt32Number
type;
size_t
channels;
cmsHPROFILE
profile;
int
intent;
double
scale,
translate;
void
**magick_restrict pixels;
} LCMSInfo;
#if LCMS_VERSION < 2060
static void* cmsGetContextUserData(cmsContext ContextID)
{
return(ContextID);
}
static cmsContext cmsCreateContext(void *magick_unused(Plugin),void *UserData)
{
magick_unreferenced(Plugin);
return((cmsContext) UserData);
}
static void cmsSetLogErrorHandlerTHR(cmsContext magick_unused(ContextID),
cmsLogErrorHandlerFunction Fn)
{
magick_unreferenced(ContextID);
cmsSetLogErrorHandler(Fn);
}
static void cmsDeleteContext(cmsContext magick_unused(ContextID))
{
magick_unreferenced(ContextID);
}
#endif
static void **DestroyPixelThreadSet(void **pixels)
{
ssize_t
i;
if (pixels == (void **) NULL)
return((void **) NULL);
for (i=0; i < (ssize_t) GetMagickResourceLimit(ThreadResource); i++)
if (pixels[i] != (void *) NULL)
pixels[i]=RelinquishMagickMemory(pixels[i]);
pixels=(void **) RelinquishMagickMemory(pixels);
return(pixels);
}
static void **AcquirePixelThreadSet(const size_t columns,
const size_t channels,MagickBooleanType highres)
{
ssize_t
i;
size_t
number_threads;
size_t
size;
void
**pixels;
number_threads=(size_t) GetMagickResourceLimit(ThreadResource);
pixels=(void **) AcquireQuantumMemory(number_threads,sizeof(*pixels));
if (pixels == (void **) NULL)
return((void **) NULL);
(void) memset(pixels,0,number_threads*sizeof(*pixels));
size=sizeof(double);
if (highres == MagickFalse)
size=sizeof(Quantum);
for (i=0; i < (ssize_t) number_threads; i++)
{
pixels[i]=AcquireQuantumMemory(columns,channels*size);
if (pixels[i] == (void *) NULL)
return(DestroyPixelThreadSet(pixels));
}
return(pixels);
}
static cmsHTRANSFORM *DestroyTransformThreadSet(cmsHTRANSFORM *transform)
{
ssize_t
i;
assert(transform != (cmsHTRANSFORM *) NULL);
for (i=0; i < (ssize_t) GetMagickResourceLimit(ThreadResource); i++)
if (transform[i] != (cmsHTRANSFORM) NULL)
cmsDeleteTransform(transform[i]);
transform=(cmsHTRANSFORM *) RelinquishMagickMemory(transform);
return(transform);
}
static cmsHTRANSFORM *AcquireTransformThreadSet(const LCMSInfo *source_info,
const LCMSInfo *target_info,const cmsUInt32Number flags,
cmsContext cms_context)
{
cmsHTRANSFORM
*transform;
ssize_t
i;
size_t
number_threads;
number_threads=(size_t) GetMagickResourceLimit(ThreadResource);
transform=(cmsHTRANSFORM *) AcquireQuantumMemory(number_threads,
sizeof(*transform));
if (transform == (cmsHTRANSFORM *) NULL)
return((cmsHTRANSFORM *) NULL);
(void) memset(transform,0,number_threads*sizeof(*transform));
for (i=0; i < (ssize_t) number_threads; i++)
{
transform[i]=cmsCreateTransformTHR(cms_context,source_info->profile,
source_info->type,target_info->profile,target_info->type,
target_info->intent,flags);
if (transform[i] == (cmsHTRANSFORM) NULL)
return(DestroyTransformThreadSet(transform));
}
return(transform);
}
static void CMSExceptionHandler(cmsContext context,cmsUInt32Number severity,
const char *message)
{
CMSExceptionInfo
*cms_exception;
ExceptionInfo
*exception;
Image
*image;
cms_exception=(CMSExceptionInfo *) cmsGetContextUserData(context);
if (cms_exception == (CMSExceptionInfo *) NULL)
return;
exception=cms_exception->exception;
if (exception == (ExceptionInfo *) NULL)
return;
image=cms_exception->image;
if (image == (Image *) NULL)
{
(void) ThrowMagickException(exception,GetMagickModule(),ImageWarning,
"UnableToTransformColorspace","`%s'","unknown context");
return;
}
if (image->debug != MagickFalse)
(void) LogMagickEvent(TransformEvent,GetMagickModule(),"lcms: #%u, %s",
severity,message != (char *) NULL ? message : "no message");
(void) ThrowMagickException(exception,GetMagickModule(),ImageWarning,
"UnableToTransformColorspace","`%s', %s (#%u)",image->filename,
message != (char *) NULL ? message : "no message",severity);
}
static void TransformDoublePixels(const int id,const Image* image,
const LCMSInfo *source_info,const LCMSInfo *target_info,
const cmsHTRANSFORM *transform,Quantum *q)
{
#define GetLCMSPixel(source_info,pixel) \
(source_info->scale*QuantumScale*(pixel)+source_info->translate)
#define SetLCMSPixel(target_info,pixel) \
ClampToQuantum(target_info->scale*QuantumRange*(pixel)+target_info->translate)
double
*p;
ssize_t
x;
p=(double *) source_info->pixels[id];
for (x=0; x < (ssize_t) image->columns; x++)
{
*p++=GetLCMSPixel(source_info,GetPixelRed(image,q));
if (source_info->channels > 1)
{
*p++=GetLCMSPixel(source_info,GetPixelGreen(image,q));
*p++=GetLCMSPixel(source_info,GetPixelBlue(image,q));
}
if (source_info->channels > 3)
*p++=GetLCMSPixel(source_info,GetPixelBlack(image,q));
q+=GetPixelChannels(image);
}
cmsDoTransform(transform[id],source_info->pixels[id],
target_info->pixels[id],(unsigned int) image->columns);
p=(double *) target_info->pixels[id];
q-=GetPixelChannels(image)*image->columns;
for (x=0; x < (ssize_t) image->columns; x++)
{
if (target_info->channels == 1)
SetPixelGray(image,SetLCMSPixel(target_info,*p),q);
else
SetPixelRed(image,SetLCMSPixel(target_info,*p),q);
p++;
if (target_info->channels > 1)
{
SetPixelGreen(image,SetLCMSPixel(target_info,*p),q);
p++;
SetPixelBlue(image,SetLCMSPixel(target_info,*p),q);
p++;
}
if (target_info->channels > 3)
{
SetPixelBlack(image,SetLCMSPixel(target_info,*p),q);
p++;
}
q+=GetPixelChannels(image);
}
}
static void TransformQuantumPixels(const int id,const Image* image,
const LCMSInfo *source_info,const LCMSInfo *target_info,
const cmsHTRANSFORM *transform,Quantum *q)
{
Quantum
*p;
ssize_t
x;
p=(Quantum *) source_info->pixels[id];
for (x=0; x < (ssize_t) image->columns; x++)
{
*p++=GetPixelRed(image,q);
if (source_info->channels > 1)
{
*p++=GetPixelGreen(image,q);
*p++=GetPixelBlue(image,q);
}
if (source_info->channels > 3)
*p++=GetPixelBlack(image,q);
q+=GetPixelChannels(image);
}
cmsDoTransform(transform[id],source_info->pixels[id],
target_info->pixels[id],(unsigned int) image->columns);
p=(Quantum *) target_info->pixels[id];
q-=GetPixelChannels(image)*image->columns;
for (x=0; x < (ssize_t) image->columns; x++)
{
if (target_info->channels == 1)
SetPixelGray(image,*p++,q);
else
SetPixelRed(image,*p++,q);
if (target_info->channels > 1)
{
SetPixelGreen(image,*p++,q);
SetPixelBlue(image,*p++,q);
}
if (target_info->channels > 3)
SetPixelBlack(image,*p++,q);
q+=GetPixelChannels(image);
}
}
#endif
static MagickBooleanType SetsRGBImageProfile(Image *image,
ExceptionInfo *exception)
{
static unsigned char
sRGBProfile[] =
{
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0x09, 0xe5, 0x09, 0xfb, 0x0a, 0x11, 0x0a, 0x27, 0x0a, 0x3d, 0x0a, 0x54,
0x0a, 0x6a, 0x0a, 0x81, 0x0a, 0x98, 0x0a, 0xae, 0x0a, 0xc5, 0x0a, 0xdc,
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0x0c, 0x12, 0x0c, 0x2a, 0x0c, 0x43, 0x0c, 0x5c, 0x0c, 0x75, 0x0c, 0x8e,
0x0c, 0xa7, 0x0c, 0xc0, 0x0c, 0xd9, 0x0c, 0xf3, 0x0d, 0x0d, 0x0d, 0x26,
0x0d, 0x40, 0x0d, 0x5a, 0x0d, 0x74, 0x0d, 0x8e, 0x0d, 0xa9, 0x0d, 0xc3,
0x0d, 0xde, 0x0d, 0xf8, 0x0e, 0x13, 0x0e, 0x2e, 0x0e, 0x49, 0x0e, 0x64,
0x0e, 0x7f, 0x0e, 0x9b, 0x0e, 0xb6, 0x0e, 0xd2, 0x0e, 0xee, 0x0f, 0x09,
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0x0f, 0xcf, 0x0f, 0xec, 0x10, 0x09, 0x10, 0x26, 0x10, 0x43, 0x10, 0x61,
0x10, 0x7e, 0x10, 0x9b, 0x10, 0xb9, 0x10, 0xd7, 0x10, 0xf5, 0x11, 0x13,
0x11, 0x31, 0x11, 0x4f, 0x11, 0x6d, 0x11, 0x8c, 0x11, 0xaa, 0x11, 0xc9,
0x11, 0xe8, 0x12, 0x07, 0x12, 0x26, 0x12, 0x45, 0x12, 0x64, 0x12, 0x84,
0x12, 0xa3, 0x12, 0xc3, 0x12, 0xe3, 0x13, 0x03, 0x13, 0x23, 0x13, 0x43,
0x13, 0x63, 0x13, 0x83, 0x13, 0xa4, 0x13, 0xc5, 0x13, 0xe5, 0x14, 0x06,
0x14, 0x27, 0x14, 0x49, 0x14, 0x6a, 0x14, 0x8b, 0x14, 0xad, 0x14, 0xce,
0x14, 0xf0, 0x15, 0x12, 0x15, 0x34, 0x15, 0x56, 0x15, 0x78, 0x15, 0x9b,
0x15, 0xbd, 0x15, 0xe0, 0x16, 0x03, 0x16, 0x26, 0x16, 0x49, 0x16, 0x6c,
0x16, 0x8f, 0x16, 0xb2, 0x16, 0xd6, 0x16, 0xfa, 0x17, 0x1d, 0x17, 0x41,
0x17, 0x65, 0x17, 0x89, 0x17, 0xae, 0x17, 0xd2, 0x17, 0xf7, 0x18, 0x1b,
0x18, 0x40, 0x18, 0x65, 0x18, 0x8a, 0x18, 0xaf, 0x18, 0xd5, 0x18, 0xfa,
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0x1a, 0x04, 0x1a, 0x2a, 0x1a, 0x51, 0x1a, 0x77, 0x1a, 0x9e, 0x1a, 0xc5,
0x1a, 0xec, 0x1b, 0x14, 0x1b, 0x3b, 0x1b, 0x63, 0x1b, 0x8a, 0x1b, 0xb2,
0x1b, 0xda, 0x1c, 0x02, 0x1c, 0x2a, 0x1c, 0x52, 0x1c, 0x7b, 0x1c, 0xa3,
0x1c, 0xcc, 0x1c, 0xf5, 0x1d, 0x1e, 0x1d, 0x47, 0x1d, 0x70, 0x1d, 0x99,
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0x25, 0x09, 0x25, 0x38, 0x25, 0x68, 0x25, 0x97, 0x25, 0xc7, 0x25, 0xf7,
0x26, 0x27, 0x26, 0x57, 0x26, 0x87, 0x26, 0xb7, 0x26, 0xe8, 0x27, 0x18,
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0x32, 0x63, 0x32, 0x9b, 0x32, 0xd4, 0x33, 0x0d, 0x33, 0x46, 0x33, 0x7f,
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0x35, 0x13, 0x35, 0x4d, 0x35, 0x87, 0x35, 0xc2, 0x35, 0xfd, 0x36, 0x37,
0x36, 0x72, 0x36, 0xae, 0x36, 0xe9, 0x37, 0x24, 0x37, 0x60, 0x37, 0x9c,
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0x39, 0x42, 0x39, 0x7f, 0x39, 0xbc, 0x39, 0xf9, 0x3a, 0x36, 0x3a, 0x74,
0x3a, 0xb2, 0x3a, 0xef, 0x3b, 0x2d, 0x3b, 0x6b, 0x3b, 0xaa, 0x3b, 0xe8,
0x3c, 0x27, 0x3c, 0x65, 0x3c, 0xa4, 0x3c, 0xe3, 0x3d, 0x22, 0x3d, 0x61,
0x3d, 0xa1, 0x3d, 0xe0, 0x3e, 0x20, 0x3e, 0x60, 0x3e, 0xa0, 0x3e, 0xe0,
0x3f, 0x21, 0x3f, 0x61, 0x3f, 0xa2, 0x3f, 0xe2, 0x40, 0x23, 0x40, 0x64,
0x40, 0xa6, 0x40, 0xe7, 0x41, 0x29, 0x41, 0x6a, 0x41, 0xac, 0x41, 0xee,
0x42, 0x30, 0x42, 0x72, 0x42, 0xb5, 0x42, 0xf7, 0x43, 0x3a, 0x43, 0x7d,
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0x46, 0xf0, 0x47, 0x35, 0x47, 0x7b, 0x47, 0xc0, 0x48, 0x05, 0x48, 0x4b,
0x48, 0x91, 0x48, 0xd7, 0x49, 0x1d, 0x49, 0x63, 0x49, 0xa9, 0x49, 0xf0,
0x4a, 0x37, 0x4a, 0x7d, 0x4a, 0xc4, 0x4b, 0x0c, 0x4b, 0x53, 0x4b, 0x9a,
0x4b, 0xe2, 0x4c, 0x2a, 0x4c, 0x72, 0x4c, 0xba, 0x4d, 0x02, 0x4d, 0x4a,
0x4d, 0x93, 0x4d, 0xdc, 0x4e, 0x25, 0x4e, 0x6e, 0x4e, 0xb7, 0x4f, 0x00,
0x4f, 0x49, 0x4f, 0x93, 0x4f, 0xdd, 0x50, 0x27, 0x50, 0x71, 0x50, 0xbb,
0x51, 0x06, 0x51, 0x50, 0x51, 0x9b, 0x51, 0xe6, 0x52, 0x31, 0x52, 0x7c,
0x52, 0xc7, 0x53, 0x13, 0x53, 0x5f, 0x53, 0xaa, 0x53, 0xf6, 0x54, 0x42,
0x54, 0x8f, 0x54, 0xdb, 0x55, 0x28, 0x55, 0x75, 0x55, 0xc2, 0x56, 0x0f,
0x56, 0x5c, 0x56, 0xa9, 0x56, 0xf7, 0x57, 0x44, 0x57, 0x92, 0x57, 0xe0,
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0x94, 0x8a, 0x94, 0xf4, 0x95, 0x5f, 0x95, 0xc9, 0x96, 0x34, 0x96, 0x9f,
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0xae, 0xa1, 0xaf, 0x16, 0xaf, 0x8b, 0xb0, 0x00, 0xb0, 0x75, 0xb0, 0xea,
0xb1, 0x60, 0xb1, 0xd6, 0xb2, 0x4b, 0xb2, 0xc2, 0xb3, 0x38, 0xb3, 0xae,
0xb4, 0x25, 0xb4, 0x9c, 0xb5, 0x13, 0xb5, 0x8a, 0xb6, 0x01, 0xb6, 0x79,
0xb6, 0xf0, 0xb7, 0x68, 0xb7, 0xe0, 0xb8, 0x59, 0xb8, 0xd1, 0xb9, 0x4a,
0xb9, 0xc2, 0xba, 0x3b, 0xba, 0xb5, 0xbb, 0x2e, 0xbb, 0xa7, 0xbc, 0x21,
0xbc, 0x9b, 0xbd, 0x15, 0xbd, 0x8f, 0xbe, 0x0a, 0xbe, 0x84, 0xbe, 0xff,
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0xc2, 0x5f, 0xc2, 0xdb, 0xc3, 0x58, 0xc3, 0xd4, 0xc4, 0x51, 0xc4, 0xce,
0xc5, 0x4b, 0xc5, 0xc8, 0xc6, 0x46, 0xc6, 0xc3, 0xc7, 0x41, 0xc7, 0xbf,
0xc8, 0x3d, 0xc8, 0xbc, 0xc9, 0x3a, 0xc9, 0xb9, 0xca, 0x38, 0xca, 0xb7,
0xcb, 0x36, 0xcb, 0xb6, 0xcc, 0x35, 0xcc, 0xb5, 0xcd, 0x35, 0xcd, 0xb5,
0xce, 0x36, 0xce, 0xb6, 0xcf, 0x37, 0xcf, 0xb8, 0xd0, 0x39, 0xd0, 0xba,
0xd1, 0x3c, 0xd1, 0xbe, 0xd2, 0x3f, 0xd2, 0xc1, 0xd3, 0x44, 0xd3, 0xc6,
0xd4, 0x49, 0xd4, 0xcb, 0xd5, 0x4e, 0xd5, 0xd1, 0xd6, 0x55, 0xd6, 0xd8,
0xd7, 0x5c, 0xd7, 0xe0, 0xd8, 0x64, 0xd8, 0xe8, 0xd9, 0x6c, 0xd9, 0xf1,
0xda, 0x76, 0xda, 0xfb, 0xdb, 0x80, 0xdc, 0x05, 0xdc, 0x8a, 0xdd, 0x10,
0xdd, 0x96, 0xde, 0x1c, 0xde, 0xa2, 0xdf, 0x29, 0xdf, 0xaf, 0xe0, 0x36,
0xe0, 0xbd, 0xe1, 0x44, 0xe1, 0xcc, 0xe2, 0x53, 0xe2, 0xdb, 0xe3, 0x63,
0xe3, 0xeb, 0xe4, 0x73, 0xe4, 0xfc, 0xe5, 0x84, 0xe6, 0x0d, 0xe6, 0x96,
0xe7, 0x1f, 0xe7, 0xa9, 0xe8, 0x32, 0xe8, 0xbc, 0xe9, 0x46, 0xe9, 0xd0,
0xea, 0x5b, 0xea, 0xe5, 0xeb, 0x70, 0xeb, 0xfb, 0xec, 0x86, 0xed, 0x11,
0xed, 0x9c, 0xee, 0x28, 0xee, 0xb4, 0xef, 0x40, 0xef, 0xcc, 0xf0, 0x58,
0xf0, 0xe5, 0xf1, 0x72, 0xf1, 0xff, 0xf2, 0x8c, 0xf3, 0x19, 0xf3, 0xa7,
0xf4, 0x34, 0xf4, 0xc2, 0xf5, 0x50, 0xf5, 0xde, 0xf6, 0x6d, 0xf6, 0xfb,
0xf7, 0x8a, 0xf8, 0x19, 0xf8, 0xa8, 0xf9, 0x38, 0xf9, 0xc7, 0xfa, 0x57,
0xfa, 0xe7, 0xfb, 0x77, 0xfc, 0x07, 0xfc, 0x98, 0xfd, 0x29, 0xfd, 0xba,
0xfe, 0x4b, 0xfe, 0xdc, 0xff, 0x6d, 0xff, 0xff
};
StringInfo
*profile;
MagickBooleanType
status;
assert(image != (Image *) NULL);
assert(image->signature == MagickCoreSignature);
if (GetImageProfile(image,"icc") != (const StringInfo *) NULL)
return(MagickFalse);
profile=AcquireStringInfo(sizeof(sRGBProfile));
SetStringInfoDatum(profile,sRGBProfile);
status=SetImageProfile(image,"icc",profile,exception);
profile=DestroyStringInfo(profile);
return(status);
}
MagickExport MagickBooleanType ProfileImage(Image *image,const char *name,
const void *datum,const size_t length,ExceptionInfo *exception)
{
#define ProfileImageTag "Profile/Image"
#ifndef TYPE_XYZ_8
#define TYPE_XYZ_8 (COLORSPACE_SH(PT_XYZ)|CHANNELS_SH(3)|BYTES_SH(1))
#endif
#define ThrowProfileException(severity,tag,context) \
{ \
if (profile != (StringInfo *) NULL) \
profile=DestroyStringInfo(profile); \
if (cms_context != (cmsContext) NULL) \
cmsDeleteContext(cms_context); \
if (source_info.profile != (cmsHPROFILE) NULL) \
(void) cmsCloseProfile(source_info.profile); \
if (target_info.profile != (cmsHPROFILE) NULL) \
(void) cmsCloseProfile(target_info.profile); \
ThrowBinaryException(severity,tag,context); \
}
MagickBooleanType
status;
StringInfo
*profile;
assert(image != (Image *) NULL);
assert(image->signature == MagickCoreSignature);
if (image->debug != MagickFalse)
(void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename);
assert(name != (const char *) NULL);
if ((datum == (const void *) NULL) || (length == 0))
{
char
*next;
/*
Delete image profile(s).
*/
ResetImageProfileIterator(image);
for (next=GetNextImageProfile(image); next != (const char *) NULL; )
{
if (IsOptionMember(next,name) != MagickFalse)
{
(void) DeleteImageProfile(image,next);
ResetImageProfileIterator(image);
}
next=GetNextImageProfile(image);
}
return(MagickTrue);
}
/*
Add a ICC, IPTC, or generic profile to the image.
*/
status=MagickTrue;
profile=AcquireStringInfo((size_t) length);
SetStringInfoDatum(profile,(unsigned char *) datum);
if ((LocaleCompare(name,"icc") != 0) && (LocaleCompare(name,"icm") != 0))
status=SetImageProfile(image,name,profile,exception);
else
{
const StringInfo
*icc_profile;
icc_profile=GetImageProfile(image,"icc");
if ((icc_profile != (const StringInfo *) NULL) &&
(CompareStringInfo(icc_profile,profile) == 0))
{
const char
*value;
value=GetImageProperty(image,"exif:ColorSpace",exception);
(void) value;
if (LocaleCompare(value,"1") != 0)
(void) SetsRGBImageProfile(image,exception);
value=GetImageProperty(image,"exif:InteroperabilityIndex",exception);
if (LocaleCompare(value,"R98.") != 0)
(void) SetsRGBImageProfile(image,exception);
icc_profile=GetImageProfile(image,"icc");
}
if ((icc_profile != (const StringInfo *) NULL) &&
(CompareStringInfo(icc_profile,profile) == 0))
{
profile=DestroyStringInfo(profile);
return(MagickTrue);
}
#if !defined(MAGICKCORE_LCMS_DELEGATE)
(void) ThrowMagickException(exception,GetMagickModule(),
MissingDelegateWarning,"DelegateLibrarySupportNotBuiltIn",
"'%s' (LCMS)",image->filename);
#else
{
cmsContext
cms_context;
CMSExceptionInfo
cms_exception;
LCMSInfo
source_info,
target_info;
/*
Transform pixel colors as defined by the color profiles.
*/
cms_exception.image=image;
cms_exception.exception=exception;
cms_context=cmsCreateContext(NULL,&cms_exception);
if (cms_context == (cmsContext) NULL)
ThrowBinaryException(ResourceLimitError,
"ColorspaceColorProfileMismatch",name);
cmsSetLogErrorHandlerTHR(cms_context,CMSExceptionHandler);
source_info.profile=cmsOpenProfileFromMemTHR(cms_context,
GetStringInfoDatum(profile),(cmsUInt32Number)
GetStringInfoLength(profile));
if (source_info.profile == (cmsHPROFILE) NULL)
{
cmsDeleteContext(cms_context);
ThrowBinaryException(ResourceLimitError,
"ColorspaceColorProfileMismatch",name);
}
if ((cmsGetDeviceClass(source_info.profile) != cmsSigLinkClass) &&
(icc_profile == (StringInfo *) NULL))
status=SetImageProfile(image,name,profile,exception);
else
{
CacheView
*image_view;
cmsColorSpaceSignature
signature;
cmsHTRANSFORM
*magick_restrict transform;
cmsUInt32Number
flags;
#if !defined(MAGICKCORE_HDRI_SUPPORT)
const char
*artifact;
#endif
MagickBooleanType
highres;
MagickOffsetType
progress;
ssize_t
y;
target_info.profile=(cmsHPROFILE) NULL;
if (icc_profile != (StringInfo *) NULL)
{
target_info.profile=source_info.profile;
source_info.profile=cmsOpenProfileFromMemTHR(cms_context,
GetStringInfoDatum(icc_profile),
(cmsUInt32Number) GetStringInfoLength(icc_profile));
if (source_info.profile == (cmsHPROFILE) NULL)
ThrowProfileException(ResourceLimitError,
"ColorspaceColorProfileMismatch",name);
}
highres=MagickTrue;
#if !defined(MAGICKCORE_HDRI_SUPPORT)
artifact=GetImageArtifact(image,"profile:highres-transform");
if (IsStringFalse(artifact) != MagickFalse)
highres=MagickFalse;
#endif
source_info.scale=1.0;
source_info.translate=0.0;
source_info.colorspace=sRGBColorspace;
source_info.channels=3;
switch (cmsGetColorSpace(source_info.profile))
{
case cmsSigCmykData:
{
source_info.colorspace=CMYKColorspace;
source_info.channels=4;
#if (MAGICKCORE_QUANTUM_DEPTH == 8)
if (highres == MagickFalse)
source_info.type=(cmsUInt32Number) TYPE_CMYK_8;
else
#elif (MAGICKCORE_QUANTUM_DEPTH == 16)
if (highres == MagickFalse)
source_info.type=(cmsUInt32Number) TYPE_CMYK_16;
else
#endif
{
source_info.type=(cmsUInt32Number) TYPE_CMYK_DBL;
source_info.scale=100.0;
}
break;
}
case cmsSigGrayData:
{
source_info.colorspace=GRAYColorspace;
source_info.channels=1;
#if (MAGICKCORE_QUANTUM_DEPTH == 8)
if (highres == MagickFalse)
source_info.type=(cmsUInt32Number) TYPE_GRAY_8;
else
#elif (MAGICKCORE_QUANTUM_DEPTH == 16)
if (highres == MagickFalse)
source_info.type=(cmsUInt32Number) TYPE_GRAY_16;
else
#endif
source_info.type=(cmsUInt32Number) TYPE_GRAY_DBL;
break;
}
case cmsSigLabData:
{
source_info.colorspace=LabColorspace;
#if (MAGICKCORE_QUANTUM_DEPTH == 8)
if (highres == MagickFalse)
source_info.type=(cmsUInt32Number) TYPE_Lab_8;
else
#elif (MAGICKCORE_QUANTUM_DEPTH == 16)
if (highres == MagickFalse)
source_info.type=(cmsUInt32Number) TYPE_Lab_16;
else
#endif
{
source_info.type=(cmsUInt32Number) TYPE_Lab_DBL;
source_info.scale=100.0;
source_info.translate=(-0.5);
}
break;
}
case cmsSigRgbData:
{
source_info.colorspace=sRGBColorspace;
#if (MAGICKCORE_QUANTUM_DEPTH == 8)
if (highres == MagickFalse)
source_info.type=(cmsUInt32Number) TYPE_RGB_8;
else
#elif (MAGICKCORE_QUANTUM_DEPTH == 16)
if (highres == MagickFalse)
source_info.type=(cmsUInt32Number) TYPE_RGB_16;
else
#endif
source_info.type=(cmsUInt32Number) TYPE_RGB_DBL;
break;
}
case cmsSigXYZData:
{
source_info.colorspace=XYZColorspace;
#if (MAGICKCORE_QUANTUM_DEPTH == 8)
if (highres == MagickFalse)
source_info.type=(cmsUInt32Number) TYPE_XYZ_8;
else
#elif (MAGICKCORE_QUANTUM_DEPTH == 16)
if (highres == MagickFalse)
source_info.type=(cmsUInt32Number) TYPE_XYZ_16;
else
#endif
source_info.type=(cmsUInt32Number) TYPE_XYZ_DBL;
break;
}
default:
ThrowProfileException(ImageError,
"ColorspaceColorProfileMismatch",name);
}
signature=cmsGetPCS(source_info.profile);
if (target_info.profile != (cmsHPROFILE) NULL)
signature=cmsGetColorSpace(target_info.profile);
target_info.scale=1.0;
target_info.translate=0.0;
target_info.channels=3;
switch (signature)
{
case cmsSigCmykData:
{
target_info.colorspace=CMYKColorspace;
target_info.channels=4;
#if (MAGICKCORE_QUANTUM_DEPTH == 8)
if (highres == MagickFalse)
target_info.type=(cmsUInt32Number) TYPE_CMYK_8;
else
#elif (MAGICKCORE_QUANTUM_DEPTH == 16)
if (highres == MagickFalse)
target_info.type=(cmsUInt32Number) TYPE_CMYK_16;
else
#endif
{
target_info.type=(cmsUInt32Number) TYPE_CMYK_DBL;
target_info.scale=0.01;
}
break;
}
case cmsSigGrayData:
{
target_info.colorspace=GRAYColorspace;
target_info.channels=1;
#if (MAGICKCORE_QUANTUM_DEPTH == 8)
if (highres == MagickFalse)
target_info.type=(cmsUInt32Number) TYPE_GRAY_8;
else
#elif (MAGICKCORE_QUANTUM_DEPTH == 16)
if (highres == MagickFalse)
target_info.type=(cmsUInt32Number) TYPE_GRAY_16;
else
#endif
target_info.type=(cmsUInt32Number) TYPE_GRAY_DBL;
break;
}
case cmsSigLabData:
{
target_info.colorspace=LabColorspace;
#if (MAGICKCORE_QUANTUM_DEPTH == 8)
if (highres == MagickFalse)
target_info.type=(cmsUInt32Number) TYPE_Lab_8;
else
#elif (MAGICKCORE_QUANTUM_DEPTH == 16)
if (highres == MagickFalse)
target_info.type=(cmsUInt32Number) TYPE_Lab_16;
else
#endif
{
target_info.type=(cmsUInt32Number) TYPE_Lab_DBL;
target_info.scale=0.01;
target_info.translate=0.5;
}
break;
}
case cmsSigRgbData:
{
target_info.colorspace=sRGBColorspace;
#if (MAGICKCORE_QUANTUM_DEPTH == 8)
if (highres == MagickFalse)
target_info.type=(cmsUInt32Number) TYPE_RGB_8;
else
#elif (MAGICKCORE_QUANTUM_DEPTH == 16)
if (highres == MagickFalse)
target_info.type=(cmsUInt32Number) TYPE_RGB_16;
else
#endif
target_info.type=(cmsUInt32Number) TYPE_RGB_DBL;
break;
}
case cmsSigXYZData:
{
target_info.colorspace=XYZColorspace;
#if (MAGICKCORE_QUANTUM_DEPTH == 8)
if (highres == MagickFalse)
target_info.type=(cmsUInt32Number) TYPE_XYZ_8;
else
#elif (MAGICKCORE_QUANTUM_DEPTH == 16)
if (highres == MagickFalse)
source_info.type=(cmsUInt32Number) TYPE_XYZ_16;
else
#endif
target_info.type=(cmsUInt32Number) TYPE_XYZ_DBL;
break;
}
default:
ThrowProfileException(ImageError,
"ColorspaceColorProfileMismatch",name);
}
switch (image->rendering_intent)
{
case AbsoluteIntent:
{
target_info.intent=INTENT_ABSOLUTE_COLORIMETRIC;
break;
}
case PerceptualIntent:
{
target_info.intent=INTENT_PERCEPTUAL;
break;
}
case RelativeIntent:
{
target_info.intent=INTENT_RELATIVE_COLORIMETRIC;
break;
}
case SaturationIntent:
{
target_info.intent=INTENT_SATURATION;
break;
}
default:
{
target_info.intent=INTENT_PERCEPTUAL;
break;
}
}
flags=cmsFLAGS_HIGHRESPRECALC;
#if defined(cmsFLAGS_BLACKPOINTCOMPENSATION)
if (image->black_point_compensation != MagickFalse)
flags|=cmsFLAGS_BLACKPOINTCOMPENSATION;
#endif
transform=AcquireTransformThreadSet(&source_info,&target_info,
flags,cms_context);
if (transform == (cmsHTRANSFORM *) NULL)
ThrowProfileException(ImageError,"UnableToCreateColorTransform",
name);
/*
Transform image as dictated by the source & target image profiles.
*/
source_info.pixels=AcquirePixelThreadSet(image->columns,
source_info.channels,highres);
target_info.pixels=AcquirePixelThreadSet(image->columns,
target_info.channels,highres);
if ((source_info.pixels == (void **) NULL) ||
(target_info.pixels == (void **) NULL))
{
target_info.pixels=DestroyPixelThreadSet(target_info.pixels);
source_info.pixels=DestroyPixelThreadSet(source_info.pixels);
transform=DestroyTransformThreadSet(transform);
ThrowProfileException(ResourceLimitError,
"MemoryAllocationFailed",image->filename);
}
if (SetImageStorageClass(image,DirectClass,exception) == MagickFalse)
{
target_info.pixels=DestroyPixelThreadSet(target_info.pixels);
source_info.pixels=DestroyPixelThreadSet(source_info.pixels);
transform=DestroyTransformThreadSet(transform);
if (source_info.profile != (cmsHPROFILE) NULL)
(void) cmsCloseProfile(source_info.profile);
if (target_info.profile != (cmsHPROFILE) NULL)
(void) cmsCloseProfile(target_info.profile);
return(MagickFalse);
}
if (target_info.colorspace == CMYKColorspace)
(void) SetImageColorspace(image,target_info.colorspace,exception);
progress=0;
image_view=AcquireAuthenticCacheView(image,exception);
#if defined(MAGICKCORE_OPENMP_SUPPORT)
#pragma omp parallel for schedule(static) shared(status) \
magick_number_threads(image,image,image->rows,1)
#endif
for (y=0; y < (ssize_t) image->rows; y++)
{
const int
id = GetOpenMPThreadId();
MagickBooleanType
sync;
Quantum
*magick_restrict q;
if (status == MagickFalse)
continue;
q=GetCacheViewAuthenticPixels(image_view,0,y,image->columns,1,
exception);
if (q == (Quantum *) NULL)
{
status=MagickFalse;
continue;
}
if (highres != MagickFalse)
TransformDoublePixels(id,image,&source_info,&target_info,transform,q);
else
TransformQuantumPixels(id,image,&source_info,&target_info,transform,q);
sync=SyncCacheViewAuthenticPixels(image_view,exception);
if (sync == MagickFalse)
status=MagickFalse;
if (image->progress_monitor != (MagickProgressMonitor) NULL)
{
MagickBooleanType
proceed;
#if defined(MAGICKCORE_OPENMP_SUPPORT)
#pragma omp atomic
#endif
progress++;
proceed=SetImageProgress(image,ProfileImageTag,progress,
image->rows);
if (proceed == MagickFalse)
status=MagickFalse;
}
}
image_view=DestroyCacheView(image_view);
(void) SetImageColorspace(image,target_info.colorspace,exception);
switch (signature)
{
case cmsSigRgbData:
{
image->type=image->alpha_trait == UndefinedPixelTrait ?
TrueColorType : TrueColorAlphaType;
break;
}
case cmsSigCmykData:
{
image->type=image->alpha_trait == UndefinedPixelTrait ?
ColorSeparationType : ColorSeparationAlphaType;
break;
}
case cmsSigGrayData:
{
image->type=image->alpha_trait == UndefinedPixelTrait ?
GrayscaleType : GrayscaleAlphaType;
break;
}
default:
break;
}
target_info.pixels=DestroyPixelThreadSet(target_info.pixels);
source_info.pixels=DestroyPixelThreadSet(source_info.pixels);
transform=DestroyTransformThreadSet(transform);
if ((status != MagickFalse) &&
(cmsGetDeviceClass(source_info.profile) != cmsSigLinkClass))
status=SetImageProfile(image,name,profile,exception);
if (target_info.profile != (cmsHPROFILE) NULL)
(void) cmsCloseProfile(target_info.profile);
}
(void) cmsCloseProfile(source_info.profile);
cmsDeleteContext(cms_context);
}
#endif
}
profile=DestroyStringInfo(profile);
return(status);
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
% R e m o v e I m a g e P r o f i l e %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% RemoveImageProfile() removes a named profile from the image and returns its
% value.
%
% The format of the RemoveImageProfile method is:
%
% void *RemoveImageProfile(Image *image,const char *name)
%
% A description of each parameter follows:
%
% o image: the image.
%
% o name: the profile name.
%
*/
MagickExport StringInfo *RemoveImageProfile(Image *image,const char *name)
{
StringInfo
*profile;
assert(image != (Image *) NULL);
assert(image->signature == MagickCoreSignature);
if (image->debug != MagickFalse)
(void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename);
if (image->profiles == (SplayTreeInfo *) NULL)
return((StringInfo *) NULL);
WriteTo8BimProfile(image,name,(StringInfo *) NULL);
profile=(StringInfo *) RemoveNodeFromSplayTree((SplayTreeInfo *)
image->profiles,name);
return(profile);
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
% R e s e t P r o f i l e I t e r a t o r %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% ResetImageProfileIterator() resets the image profile iterator. Use it in
% conjunction with GetNextImageProfile() to iterate over all the profiles
% associated with an image.
%
% The format of the ResetImageProfileIterator method is:
%
% ResetImageProfileIterator(Image *image)
%
% A description of each parameter follows:
%
% o image: the image.
%
*/
MagickExport void ResetImageProfileIterator(const Image *image)
{
assert(image != (Image *) NULL);
assert(image->signature == MagickCoreSignature);
if (image->debug != MagickFalse)
(void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename);
if (image->profiles == (SplayTreeInfo *) NULL)
return;
ResetSplayTreeIterator((SplayTreeInfo *) image->profiles);
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
% S e t I m a g e P r o f i l e %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% SetImageProfile() adds a named profile to the image. If a profile with the
% same name already exists, it is replaced. This method differs from the
% ProfileImage() method in that it does not apply CMS color profiles.
%
% The format of the SetImageProfile method is:
%
% MagickBooleanType SetImageProfile(Image *image,const char *name,
% const StringInfo *profile)
%
% A description of each parameter follows:
%
% o image: the image.
%
% o name: the profile name, for example icc, exif, and 8bim (8bim is the
% Photoshop wrapper for iptc profiles).
%
% o profile: A StringInfo structure that contains the named profile.
%
*/
static void *DestroyProfile(void *profile)
{
return((void *) DestroyStringInfo((StringInfo *) profile));
}
static inline const unsigned char *ReadResourceByte(const unsigned char *p,
unsigned char *quantum)
{
*quantum=(*p++);
return(p);
}
static inline const unsigned char *ReadResourceLong(const unsigned char *p,
unsigned int *quantum)
{
*quantum=(unsigned int) (*p++) << 24;
*quantum|=(unsigned int) (*p++) << 16;
*quantum|=(unsigned int) (*p++) << 8;
*quantum|=(unsigned int) (*p++);
return(p);
}
static inline const unsigned char *ReadResourceShort(const unsigned char *p,
unsigned short *quantum)
{
*quantum=(unsigned short) (*p++) << 8;
*quantum|=(unsigned short) (*p++);
return(p);
}
static inline void WriteResourceLong(unsigned char *p,
const unsigned int quantum)
{
unsigned char
buffer[4];
buffer[0]=(unsigned char) (quantum >> 24);
buffer[1]=(unsigned char) (quantum >> 16);
buffer[2]=(unsigned char) (quantum >> 8);
buffer[3]=(unsigned char) quantum;
(void) memcpy(p,buffer,4);
}
static void WriteTo8BimProfile(Image *image,const char *name,
const StringInfo *profile)
{
const unsigned char
*datum,
*q;
const unsigned char
*p;
size_t
length;
StringInfo
*profile_8bim;
ssize_t
count;
unsigned char
length_byte;
unsigned int
value;
unsigned short
id,
profile_id;
if (LocaleCompare(name,"icc") == 0)
profile_id=0x040f;
else
if (LocaleCompare(name,"iptc") == 0)
profile_id=0x0404;
else
if (LocaleCompare(name,"xmp") == 0)
profile_id=0x0424;
else
return;
profile_8bim=(StringInfo *) GetValueFromSplayTree((SplayTreeInfo *)
image->profiles,"8bim");
if (profile_8bim == (StringInfo *) NULL)
return;
datum=GetStringInfoDatum(profile_8bim);
length=GetStringInfoLength(profile_8bim);
for (p=datum; p < (datum+length-16); )
{
q=p;
if (LocaleNCompare((char *) p,"8BIM",4) != 0)
break;
p+=4;
p=ReadResourceShort(p,&id);
p=ReadResourceByte(p,&length_byte);
p+=length_byte;
if (((length_byte+1) & 0x01) != 0)
p++;
if (p > (datum+length-4))
break;
p=ReadResourceLong(p,&value);
count=(ssize_t) value;
if ((count & 0x01) != 0)
count++;
if ((count < 0) || (p > (datum+length-count)) || (count > (ssize_t) length))
break;
if (id != profile_id)
p+=count;
else
{
size_t
extent,
offset;
ssize_t
extract_extent;
StringInfo
*extract_profile;
extract_extent=0;
extent=(datum+length)-(p+count);
if (profile == (StringInfo *) NULL)
{
offset=(q-datum);
extract_profile=AcquireStringInfo(offset+extent);
(void) memcpy(extract_profile->datum,datum,offset);
}
else
{
offset=(p-datum);
extract_extent=profile->length;
if ((extract_extent & 0x01) != 0)
extract_extent++;
extract_profile=AcquireStringInfo(offset+extract_extent+extent);
(void) memcpy(extract_profile->datum,datum,offset-4);
WriteResourceLong(extract_profile->datum+offset-4,(unsigned int)
profile->length);
(void) memcpy(extract_profile->datum+offset,
profile->datum,profile->length);
}
(void) memcpy(extract_profile->datum+offset+extract_extent,
p+count,extent);
(void) AddValueToSplayTree((SplayTreeInfo *) image->profiles,
ConstantString("8bim"),CloneStringInfo(extract_profile));
extract_profile=DestroyStringInfo(extract_profile);
break;
}
}
}
static void GetProfilesFromResourceBlock(Image *image,
const StringInfo *resource_block,ExceptionInfo *exception)
{
const unsigned char
*datum;
const unsigned char
*p;
size_t
length;
ssize_t
count;
StringInfo
*profile;
unsigned char
length_byte;
unsigned int
value;
unsigned short
id;
datum=GetStringInfoDatum(resource_block);
length=GetStringInfoLength(resource_block);
for (p=datum; p < (datum+length-16); )
{
if (LocaleNCompare((char *) p,"8BIM",4) != 0)
break;
p+=4;
p=ReadResourceShort(p,&id);
p=ReadResourceByte(p,&length_byte);
p+=length_byte;
if (((length_byte+1) & 0x01) != 0)
p++;
if (p > (datum+length-4))
break;
p=ReadResourceLong(p,&value);
count=(ssize_t) value;
if ((p > (datum+length-count)) || (count > (ssize_t) length) || (count < 0))
break;
switch (id)
{
case 0x03ed:
{
unsigned int
resolution;
unsigned short
units;
/*
Resolution.
*/
if (count < 10)
break;
p=ReadResourceLong(p,&resolution);
image->resolution.x=((double) resolution)/65536.0;
p=ReadResourceShort(p,&units)+2;
p=ReadResourceLong(p,&resolution)+4;
image->resolution.y=((double) resolution)/65536.0;
/*
Values are always stored as pixels per inch.
*/
if ((ResolutionType) units != PixelsPerCentimeterResolution)
image->units=PixelsPerInchResolution;
else
{
image->units=PixelsPerCentimeterResolution;
image->resolution.x/=2.54;
image->resolution.y/=2.54;
}
break;
}
case 0x0404:
{
/*
IPTC Profile
*/
profile=AcquireStringInfo(count);
SetStringInfoDatum(profile,p);
(void) SetImageProfileInternal(image,"iptc",profile,MagickTrue,
exception);
profile=DestroyStringInfo(profile);
p+=count;
break;
}
case 0x040c:
{
/*
Thumbnail.
*/
p+=count;
break;
}
case 0x040f:
{
/*
ICC Profile.
*/
profile=AcquireStringInfo(count);
SetStringInfoDatum(profile,p);
(void) SetImageProfileInternal(image,"icc",profile,MagickTrue,
exception);
profile=DestroyStringInfo(profile);
p+=count;
break;
}
case 0x0422:
{
/*
EXIF Profile.
*/
profile=AcquireStringInfo(count);
SetStringInfoDatum(profile,p);
(void) SetImageProfileInternal(image,"exif",profile,MagickTrue,
exception);
profile=DestroyStringInfo(profile);
p+=count;
break;
}
case 0x0424:
{
/*
XMP Profile.
*/
profile=AcquireStringInfo(count);
SetStringInfoDatum(profile,p);
(void) SetImageProfileInternal(image,"xmp",profile,MagickTrue,
exception);
profile=DestroyStringInfo(profile);
p+=count;
break;
}
default:
{
p+=count;
break;
}
}
if ((count & 0x01) != 0)
p++;
}
}
static void PatchCorruptProfile(const char *name,StringInfo *profile)
{
unsigned char
*p;
size_t
length;
/*
Detect corrupt profiles and if discovered, repair.
*/
if (LocaleCompare(name,"xmp") == 0)
{
/*
Remove garbage after xpacket end.
*/
p=GetStringInfoDatum(profile);
p=(unsigned char *) strstr((const char *) p,"<?xpacket end=\"w\"?>");
if (p != (unsigned char *) NULL)
{
p+=19;
length=p-GetStringInfoDatum(profile);
if (length != GetStringInfoLength(profile))
{
*p='\0';
SetStringInfoLength(profile,length);
}
}
return;
}
if (LocaleCompare(name,"exif") == 0)
{
/*
Check if profile starts with byte order marker instead of Exif.
*/
p=GetStringInfoDatum(profile);
if ((LocaleNCompare((const char *) p,"MM",2) == 0) ||
(LocaleNCompare((const char *) p,"II",2) == 0))
{
const unsigned char
profile_start[] = "Exif\0\0";
StringInfo
*exif_profile;
exif_profile=AcquireStringInfo(6);
if (exif_profile != (StringInfo *) NULL)
{
SetStringInfoDatum(exif_profile,profile_start);
ConcatenateStringInfo(exif_profile,profile);
SetStringInfoLength(profile,GetStringInfoLength(exif_profile));
SetStringInfo(profile,exif_profile);
exif_profile=DestroyStringInfo(exif_profile);
}
}
}
}
#if defined(MAGICKCORE_XML_DELEGATE)
static MagickBooleanType ValidateXMPProfile(Image *image,
const StringInfo *profile,ExceptionInfo *exception)
{
xmlDocPtr
document;
/*
Parse XML profile.
*/
document=xmlReadMemory((const char *) GetStringInfoDatum(profile),(int)
GetStringInfoLength(profile),"xmp.xml",NULL,XML_PARSE_NOERROR |
XML_PARSE_NOWARNING);
if (document == (xmlDocPtr) NULL)
{
(void) ThrowMagickException(exception,GetMagickModule(),ImageWarning,
"CorruptImageProfile","`%s' (XMP)",image->filename);
return(MagickFalse);
}
xmlFreeDoc(document);
return(MagickTrue);
}
#else
static MagickBooleanType ValidateXMPProfile(Image *image,
const StringInfo *profile,ExceptionInfo *exception)
{
(void) ThrowMagickException(exception,GetMagickModule(),MissingDelegateWarning,
"DelegateLibrarySupportNotBuiltIn","'%s' (XML)",image->filename);
return(MagickFalse);
}
#endif
static MagickBooleanType SetImageProfileInternal(Image *image,const char *name,
const StringInfo *profile,const MagickBooleanType recursive,
ExceptionInfo *exception)
{
char
key[MagickPathExtent];
MagickBooleanType
status;
StringInfo
*clone_profile;
assert(image != (Image *) NULL);
assert(image->signature == MagickCoreSignature);
if (image->debug != MagickFalse)
(void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename);
clone_profile=CloneStringInfo(profile);
PatchCorruptProfile(name,clone_profile);
if ((LocaleCompare(name,"xmp") == 0) &&
(ValidateXMPProfile(image,clone_profile,exception) == MagickFalse))
{
clone_profile=DestroyStringInfo(clone_profile);
return(MagickTrue);
}
if (image->profiles == (SplayTreeInfo *) NULL)
image->profiles=NewSplayTree(CompareSplayTreeString,RelinquishMagickMemory,
DestroyProfile);
(void) CopyMagickString(key,name,MagickPathExtent);
LocaleLower(key);
status=AddValueToSplayTree((SplayTreeInfo *) image->profiles,
ConstantString(key),clone_profile);
if (status != MagickFalse)
{
if (LocaleCompare(name,"8bim") == 0)
GetProfilesFromResourceBlock(image,clone_profile,exception);
else
if (recursive == MagickFalse)
WriteTo8BimProfile(image,name,clone_profile);
}
return(status);
}
MagickExport MagickBooleanType SetImageProfile(Image *image,const char *name,
const StringInfo *profile,ExceptionInfo *exception)
{
return(SetImageProfileInternal(image,name,profile,MagickFalse,exception));
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
% S y n c I m a g e P r o f i l e s %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% SyncImageProfiles() synchronizes image properties with the image profiles.
% Currently we only support updating the EXIF resolution and orientation.
%
% The format of the SyncImageProfiles method is:
%
% MagickBooleanType SyncImageProfiles(Image *image)
%
% A description of each parameter follows:
%
% o image: the image.
%
*/
static inline int ReadProfileByte(unsigned char **p,size_t *length)
{
int
c;
if (*length < 1)
return(EOF);
c=(int) (*(*p)++);
(*length)--;
return(c);
}
static inline signed short ReadProfileShort(const EndianType endian,
unsigned char *buffer)
{
union
{
unsigned int
unsigned_value;
signed int
signed_value;
} quantum;
unsigned short
value;
if (endian == LSBEndian)
{
value=(unsigned short) buffer[1] << 8;
value|=(unsigned short) buffer[0];
quantum.unsigned_value=value & 0xffff;
return(quantum.signed_value);
}
value=(unsigned short) buffer[0] << 8;
value|=(unsigned short) buffer[1];
quantum.unsigned_value=value & 0xffff;
return(quantum.signed_value);
}
static inline signed int ReadProfileLong(const EndianType endian,
unsigned char *buffer)
{
union
{
unsigned int
unsigned_value;
signed int
signed_value;
} quantum;
unsigned int
value;
if (endian == LSBEndian)
{
value=(unsigned int) buffer[3] << 24;
value|=(unsigned int) buffer[2] << 16;
value|=(unsigned int) buffer[1] << 8;
value|=(unsigned int) buffer[0];
quantum.unsigned_value=value & 0xffffffff;
return(quantum.signed_value);
}
value=(unsigned int) buffer[0] << 24;
value|=(unsigned int) buffer[1] << 16;
value|=(unsigned int) buffer[2] << 8;
value|=(unsigned int) buffer[3];
quantum.unsigned_value=value & 0xffffffff;
return(quantum.signed_value);
}
static inline signed int ReadProfileMSBLong(unsigned char **p,size_t *length)
{
signed int
value;
if (*length < 4)
return(0);
value=ReadProfileLong(MSBEndian,*p);
(*length)-=4;
*p+=4;
return(value);
}
static inline signed short ReadProfileMSBShort(unsigned char **p,
size_t *length)
{
signed short
value;
if (*length < 2)
return(0);
value=ReadProfileShort(MSBEndian,*p);
(*length)-=2;
*p+=2;
return(value);
}
static inline void WriteProfileLong(const EndianType endian,
const size_t value,unsigned char *p)
{
unsigned char
buffer[4];
if (endian == LSBEndian)
{
buffer[0]=(unsigned char) value;
buffer[1]=(unsigned char) (value >> 8);
buffer[2]=(unsigned char) (value >> 16);
buffer[3]=(unsigned char) (value >> 24);
(void) memcpy(p,buffer,4);
return;
}
buffer[0]=(unsigned char) (value >> 24);
buffer[1]=(unsigned char) (value >> 16);
buffer[2]=(unsigned char) (value >> 8);
buffer[3]=(unsigned char) value;
(void) memcpy(p,buffer,4);
}
static void WriteProfileShort(const EndianType endian,
const unsigned short value,unsigned char *p)
{
unsigned char
buffer[2];
if (endian == LSBEndian)
{
buffer[0]=(unsigned char) value;
buffer[1]=(unsigned char) (value >> 8);
(void) memcpy(p,buffer,2);
return;
}
buffer[0]=(unsigned char) (value >> 8);
buffer[1]=(unsigned char) value;
(void) memcpy(p,buffer,2);
}
static MagickBooleanType Sync8BimProfile(Image *image,StringInfo *profile)
{
size_t
length;
ssize_t
count;
unsigned char
*p;
unsigned short
id;
length=GetStringInfoLength(profile);
p=GetStringInfoDatum(profile);
while (length != 0)
{
if (ReadProfileByte(&p,&length) != 0x38)
continue;
if (ReadProfileByte(&p,&length) != 0x42)
continue;
if (ReadProfileByte(&p,&length) != 0x49)
continue;
if (ReadProfileByte(&p,&length) != 0x4D)
continue;
if (length < 7)
return(MagickFalse);
id=ReadProfileMSBShort(&p,&length);
count=(ssize_t) ReadProfileByte(&p,&length);
if ((count >= (ssize_t) length) || (count < 0))
return(MagickFalse);
p+=count;
length-=count;
if ((*p & 0x01) == 0)
(void) ReadProfileByte(&p,&length);
count=(ssize_t) ReadProfileMSBLong(&p,&length);
if ((count > (ssize_t) length) || (count < 0))
return(MagickFalse);
if ((id == 0x3ED) && (count == 16))
{
if (image->units == PixelsPerCentimeterResolution)
WriteProfileLong(MSBEndian,(unsigned int) CastDoubleToLong(
image->resolution.x*2.54*65536.0),p);
else
WriteProfileLong(MSBEndian,(unsigned int) CastDoubleToLong(
image->resolution.x*65536.0),p);
WriteProfileShort(MSBEndian,(unsigned short) image->units,p+4);
if (image->units == PixelsPerCentimeterResolution)
WriteProfileLong(MSBEndian,(unsigned int) CastDoubleToLong(
image->resolution.y*2.54*65536.0),p+8);
else
WriteProfileLong(MSBEndian,(unsigned int) CastDoubleToLong(
image->resolution.y*65536.0),p+8);
WriteProfileShort(MSBEndian,(unsigned short) image->units,p+12);
}
p+=count;
length-=count;
}
return(MagickTrue);
}
MagickBooleanType SyncExifProfile(Image *image,StringInfo *profile)
{
#define MaxDirectoryStack 16
#define EXIF_DELIMITER "\n"
#define EXIF_NUM_FORMATS 12
#define TAG_EXIF_OFFSET 0x8769
#define TAG_INTEROP_OFFSET 0xa005
typedef struct _DirectoryInfo
{
unsigned char
*directory;
size_t
entry;
} DirectoryInfo;
DirectoryInfo
directory_stack[MaxDirectoryStack];
EndianType
endian;
size_t
entry,
length,
number_entries;
SplayTreeInfo
*exif_resources;
ssize_t
id,
level,
offset;
static int
format_bytes[] = {0, 1, 1, 2, 4, 8, 1, 1, 2, 4, 8, 4, 8};
unsigned char
*directory,
*exif;
/*
Set EXIF resolution tag.
*/
length=GetStringInfoLength(profile);
exif=GetStringInfoDatum(profile);
if (length < 16)
return(MagickFalse);
id=(ssize_t) ReadProfileShort(LSBEndian,exif);
if ((id != 0x4949) && (id != 0x4D4D))
{
while (length != 0)
{
if (ReadProfileByte(&exif,&length) != 0x45)
continue;
if (ReadProfileByte(&exif,&length) != 0x78)
continue;
if (ReadProfileByte(&exif,&length) != 0x69)
continue;
if (ReadProfileByte(&exif,&length) != 0x66)
continue;
if (ReadProfileByte(&exif,&length) != 0x00)
continue;
if (ReadProfileByte(&exif,&length) != 0x00)
continue;
break;
}
if (length < 16)
return(MagickFalse);
id=(ssize_t) ReadProfileShort(LSBEndian,exif);
}
endian=LSBEndian;
if (id == 0x4949)
endian=LSBEndian;
else
if (id == 0x4D4D)
endian=MSBEndian;
else
return(MagickFalse);
if (ReadProfileShort(endian,exif+2) != 0x002a)
return(MagickFalse);
/*
This the offset to the first IFD.
*/
offset=(ssize_t) ReadProfileLong(endian,exif+4);
if ((offset < 0) || ((size_t) offset >= length))
return(MagickFalse);
directory=exif+offset;
level=0;
entry=0;
exif_resources=NewSplayTree((int (*)(const void *,const void *)) NULL,
(void *(*)(void *)) NULL,(void *(*)(void *)) NULL);
do
{
if (level > 0)
{
level--;
directory=directory_stack[level].directory;
entry=directory_stack[level].entry;
}
if ((directory < exif) || (directory > (exif+length-2)))
break;
/*
Determine how many entries there are in the current IFD.
*/
number_entries=ReadProfileShort(endian,directory);
for ( ; entry < number_entries; entry++)
{
int
components;
unsigned char
*p,
*q;
size_t
number_bytes;
ssize_t
format,
tag_value;
q=(unsigned char *) (directory+2+(12*entry));
if (q > (exif+length-12))
break; /* corrupt EXIF */
if (GetValueFromSplayTree(exif_resources,q) == q)
break;
(void) AddValueToSplayTree(exif_resources,q,q);
tag_value=(ssize_t) ReadProfileShort(endian,q);
format=(ssize_t) ReadProfileShort(endian,q+2);
if ((format < 0) || ((format-1) >= EXIF_NUM_FORMATS))
break;
components=(int) ReadProfileLong(endian,q+4);
if (components < 0)
break; /* corrupt EXIF */
number_bytes=(size_t) components*format_bytes[format];
if ((ssize_t) number_bytes < components)
break; /* prevent overflow */
if (number_bytes <= 4)
p=q+8;
else
{
/*
The directory entry contains an offset.
*/
offset=(ssize_t) ReadProfileLong(endian,q+8);
if ((offset < 0) || ((size_t) (offset+number_bytes) > length))
continue;
if (~length < number_bytes)
continue; /* prevent overflow */
p=(unsigned char *) (exif+offset);
}
switch (tag_value)
{
case 0x011a:
{
(void) WriteProfileLong(endian,(size_t) (image->resolution.x+0.5),p);
if (number_bytes == 8)
(void) WriteProfileLong(endian,1UL,p+4);
break;
}
case 0x011b:
{
(void) WriteProfileLong(endian,(size_t) (image->resolution.y+0.5),p);
if (number_bytes == 8)
(void) WriteProfileLong(endian,1UL,p+4);
break;
}
case 0x0112:
{
if (number_bytes == 4)
{
(void) WriteProfileLong(endian,(size_t) image->orientation,p);
break;
}
(void) WriteProfileShort(endian,(unsigned short) image->orientation,
p);
break;
}
case 0x0128:
{
if (number_bytes == 4)
{
(void) WriteProfileLong(endian,(size_t) (image->units+1),p);
break;
}
(void) WriteProfileShort(endian,(unsigned short) (image->units+1),p);
break;
}
default:
break;
}
if ((tag_value == TAG_EXIF_OFFSET) || (tag_value == TAG_INTEROP_OFFSET))
{
offset=(ssize_t) ReadProfileLong(endian,p);
if (((size_t) offset < length) && (level < (MaxDirectoryStack-2)))
{
directory_stack[level].directory=directory;
entry++;
directory_stack[level].entry=entry;
level++;
directory_stack[level].directory=exif+offset;
directory_stack[level].entry=0;
level++;
if ((directory+2+(12*number_entries)) > (exif+length))
break;
offset=(ssize_t) ReadProfileLong(endian,directory+2+(12*
number_entries));
if ((offset != 0) && ((size_t) offset < length) &&
(level < (MaxDirectoryStack-2)))
{
directory_stack[level].directory=exif+offset;
directory_stack[level].entry=0;
level++;
}
}
break;
}
}
} while (level > 0);
exif_resources=DestroySplayTree(exif_resources);
return(MagickTrue);
}
MagickPrivate MagickBooleanType SyncImageProfiles(Image *image)
{
MagickBooleanType
status;
StringInfo
*profile;
status=MagickTrue;
profile=(StringInfo *) GetImageProfile(image,"8BIM");
if (profile != (StringInfo *) NULL)
if (Sync8BimProfile(image,profile) == MagickFalse)
status=MagickFalse;
profile=(StringInfo *) GetImageProfile(image,"EXIF");
if (profile != (StringInfo *) NULL)
if (SyncExifProfile(image,profile) == MagickFalse)
status=MagickFalse;
return(status);
}
static void UpdateClipPath(unsigned char *blob,size_t length,
const size_t old_columns,const size_t old_rows,
const RectangleInfo *new_geometry)
{
ssize_t
i;
ssize_t
knot_count,
selector;
knot_count=0;
while (length != 0)
{
selector=(ssize_t) ReadProfileMSBShort(&blob,&length);
switch (selector)
{
case 0:
case 3:
{
if (knot_count != 0)
{
blob+=24;
length-=MagickMin(24,(ssize_t) length);
break;
}
/*
Expected subpath length record.
*/
knot_count=(ssize_t) ReadProfileMSBShort(&blob,&length);
blob+=22;
length-=MagickMin(22,(ssize_t) length);
break;
}
case 1:
case 2:
case 4:
case 5:
{
if (knot_count == 0)
{
/*
Unexpected subpath knot.
*/
blob+=24;
length-=MagickMin(24,(ssize_t) length);
break;
}
/*
Add sub-path knot
*/
for (i=0; i < 3; i++)
{
double
x,
y;
signed int
xx,
yy;
y=(double) ReadProfileMSBLong(&blob,&length);
y=y*old_rows/4096.0/4096.0;
y-=new_geometry->y;
yy=(signed int) ((y*4096*4096)/new_geometry->height);
WriteProfileLong(MSBEndian,(size_t) yy,blob-4);
x=(double) ReadProfileMSBLong(&blob,&length);
x=x*old_columns/4096.0/4096.0;
x-=new_geometry->x;
xx=(signed int) ((x*4096*4096)/new_geometry->width);
WriteProfileLong(MSBEndian,(size_t) xx,blob-4);
}
knot_count--;
break;
}
case 6:
case 7:
case 8:
default:
{
blob+=24;
length-=MagickMin(24,(ssize_t) length);
break;
}
}
}
}
MagickPrivate void Update8BIMClipPath(const Image *image,
const size_t old_columns,const size_t old_rows,
const RectangleInfo *new_geometry)
{
const StringInfo
*profile;
size_t
length;
ssize_t
count,
id;
unsigned char
*info;
assert(image != (Image *) NULL);
assert(new_geometry != (RectangleInfo *) NULL);
profile=GetImageProfile(image,"8bim");
if (profile == (StringInfo *) NULL)
return;
length=GetStringInfoLength(profile);
info=GetStringInfoDatum(profile);
while (length > 0)
{
if (ReadProfileByte(&info,&length) != (unsigned char) '8')
continue;
if (ReadProfileByte(&info,&length) != (unsigned char) 'B')
continue;
if (ReadProfileByte(&info,&length) != (unsigned char) 'I')
continue;
if (ReadProfileByte(&info,&length) != (unsigned char) 'M')
continue;
id=(ssize_t) ReadProfileMSBShort(&info,&length);
count=(ssize_t) ReadProfileByte(&info,&length);
if ((count != 0) && ((size_t) count <= length))
{
info+=count;
length-=count;
}
if ((count & 0x01) == 0)
(void) ReadProfileByte(&info,&length);
count=(ssize_t) ReadProfileMSBLong(&info,&length);
if ((count < 0) || ((size_t) count > length))
{
length=0;
continue;
}
if ((id > 1999) && (id < 2999))
UpdateClipPath(info,(size_t) count,old_columns,old_rows,new_geometry);
info+=count;
length-=MagickMin(count,(ssize_t) length);
}
}
|
dds.c | /*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
% DDDD DDDD SSSSS %
% D D D D SS %
% D D D D SSS %
% D D D D SS %
% DDDD DDDD SSSSS %
% %
% %
% Read/Write Microsoft Direct Draw Surface Image Format %
% %
% Software Design %
% Bianca van Schaik %
% March 2008 %
% Dirk Lemstra %
% September 2013 %
% %
% %
% Copyright 1999-2021 ImageMagick Studio LLC, a non-profit organization %
% dedicated to making software imaging solutions freely available. %
% %
% You may not use this file except in compliance with the License. You may %
% obtain a copy of the License at %
% %
% https://imagemagick.org/script/license.php %
% %
% Unless required by applicable law or agreed to in writing, software %
% distributed under the License is distributed on an "AS IS" BASIS, %
% WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. %
% See the License for the specific language governing permissions and %
% limitations under the License. %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
%
*/
/*
Include declarations.
*/
#include "MagickCore/studio.h"
#include "MagickCore/attribute.h"
#include "MagickCore/blob.h"
#include "MagickCore/blob-private.h"
#include "MagickCore/cache.h"
#include "MagickCore/colorspace.h"
#include "MagickCore/colorspace-private.h"
#include "MagickCore/exception.h"
#include "MagickCore/exception-private.h"
#include "MagickCore/image.h"
#include "MagickCore/image-private.h"
#include "MagickCore/list.h"
#include "MagickCore/log.h"
#include "MagickCore/magick.h"
#include "MagickCore/memory_.h"
#include "MagickCore/monitor.h"
#include "MagickCore/monitor-private.h"
#include "MagickCore/option.h"
#include "MagickCore/pixel-accessor.h"
#include "MagickCore/profile.h"
#include "MagickCore/quantum.h"
#include "MagickCore/quantum-private.h"
#include "MagickCore/resource_.h"
#include "MagickCore/static.h"
#include "MagickCore/string_.h"
#include "MagickCore/string-private.h"
#include "MagickCore/module.h"
#include "MagickCore/transform.h"
/*
Definitions
*/
#define DDSD_CAPS 0x00000001
#define DDSD_HEIGHT 0x00000002
#define DDSD_WIDTH 0x00000004
#define DDSD_PITCH 0x00000008
#define DDSD_PIXELFORMAT 0x00001000
#define DDSD_MIPMAPCOUNT 0x00020000
#define DDSD_LINEARSIZE 0x00080000
#define DDSD_DEPTH 0x00800000
#define DDPF_ALPHAPIXELS 0x00000001
#define DDPF_FOURCC 0x00000004
#define DDPF_RGB 0x00000040
#define DDPF_LUMINANCE 0x00020000
#define FOURCC_DXT1 0x31545844
#define FOURCC_DXT3 0x33545844
#define FOURCC_DXT5 0x35545844
#define FOURCC_DX10 0x30315844
#define DDSCAPS_COMPLEX 0x00000008
#define DDSCAPS_TEXTURE 0x00001000
#define DDSCAPS_MIPMAP 0x00400000
#define DDSCAPS2_CUBEMAP 0x00000200
#define DDSCAPS2_CUBEMAP_POSITIVEX 0x00000400
#define DDSCAPS2_CUBEMAP_NEGATIVEX 0x00000800
#define DDSCAPS2_CUBEMAP_POSITIVEY 0x00001000
#define DDSCAPS2_CUBEMAP_NEGATIVEY 0x00002000
#define DDSCAPS2_CUBEMAP_POSITIVEZ 0x00004000
#define DDSCAPS2_CUBEMAP_NEGATIVEZ 0x00008000
#define DDSCAPS2_VOLUME 0x00200000
#define DDSEXT_DIMENSION_TEX2D 0x00000003
#define DDSEXTFLAGS_CUBEMAP 0x00000004
typedef enum DXGI_FORMAT
{
DXGI_FORMAT_UNKNOWN,
DXGI_FORMAT_R32G32B32A32_TYPELESS,
DXGI_FORMAT_R32G32B32A32_FLOAT,
DXGI_FORMAT_R32G32B32A32_UINT,
DXGI_FORMAT_R32G32B32A32_SINT,
DXGI_FORMAT_R32G32B32_TYPELESS,
DXGI_FORMAT_R32G32B32_FLOAT,
DXGI_FORMAT_R32G32B32_UINT,
DXGI_FORMAT_R32G32B32_SINT,
DXGI_FORMAT_R16G16B16A16_TYPELESS,
DXGI_FORMAT_R16G16B16A16_FLOAT,
DXGI_FORMAT_R16G16B16A16_UNORM,
DXGI_FORMAT_R16G16B16A16_UINT,
DXGI_FORMAT_R16G16B16A16_SNORM,
DXGI_FORMAT_R16G16B16A16_SINT,
DXGI_FORMAT_R32G32_TYPELESS,
DXGI_FORMAT_R32G32_FLOAT,
DXGI_FORMAT_R32G32_UINT,
DXGI_FORMAT_R32G32_SINT,
DXGI_FORMAT_R32G8X24_TYPELESS,
DXGI_FORMAT_D32_FLOAT_S8X24_UINT,
DXGI_FORMAT_R32_FLOAT_X8X24_TYPELESS,
DXGI_FORMAT_X32_TYPELESS_G8X24_UINT,
DXGI_FORMAT_R10G10B10A2_TYPELESS,
DXGI_FORMAT_R10G10B10A2_UNORM,
DXGI_FORMAT_R10G10B10A2_UINT,
DXGI_FORMAT_R11G11B10_FLOAT,
DXGI_FORMAT_R8G8B8A8_TYPELESS,
DXGI_FORMAT_R8G8B8A8_UNORM,
DXGI_FORMAT_R8G8B8A8_UNORM_SRGB,
DXGI_FORMAT_R8G8B8A8_UINT,
DXGI_FORMAT_R8G8B8A8_SNORM,
DXGI_FORMAT_R8G8B8A8_SINT,
DXGI_FORMAT_R16G16_TYPELESS,
DXGI_FORMAT_R16G16_FLOAT,
DXGI_FORMAT_R16G16_UNORM,
DXGI_FORMAT_R16G16_UINT,
DXGI_FORMAT_R16G16_SNORM,
DXGI_FORMAT_R16G16_SINT,
DXGI_FORMAT_R32_TYPELESS,
DXGI_FORMAT_D32_FLOAT,
DXGI_FORMAT_R32_FLOAT,
DXGI_FORMAT_R32_UINT,
DXGI_FORMAT_R32_SINT,
DXGI_FORMAT_R24G8_TYPELESS,
DXGI_FORMAT_D24_UNORM_S8_UINT,
DXGI_FORMAT_R24_UNORM_X8_TYPELESS,
DXGI_FORMAT_X24_TYPELESS_G8_UINT,
DXGI_FORMAT_R8G8_TYPELESS,
DXGI_FORMAT_R8G8_UNORM,
DXGI_FORMAT_R8G8_UINT,
DXGI_FORMAT_R8G8_SNORM,
DXGI_FORMAT_R8G8_SINT,
DXGI_FORMAT_R16_TYPELESS,
DXGI_FORMAT_R16_FLOAT,
DXGI_FORMAT_D16_UNORM,
DXGI_FORMAT_R16_UNORM,
DXGI_FORMAT_R16_UINT,
DXGI_FORMAT_R16_SNORM,
DXGI_FORMAT_R16_SINT,
DXGI_FORMAT_R8_TYPELESS,
DXGI_FORMAT_R8_UNORM,
DXGI_FORMAT_R8_UINT,
DXGI_FORMAT_R8_SNORM,
DXGI_FORMAT_R8_SINT,
DXGI_FORMAT_A8_UNORM,
DXGI_FORMAT_R1_UNORM,
DXGI_FORMAT_R9G9B9E5_SHAREDEXP,
DXGI_FORMAT_R8G8_B8G8_UNORM,
DXGI_FORMAT_G8R8_G8B8_UNORM,
DXGI_FORMAT_BC1_TYPELESS,
DXGI_FORMAT_BC1_UNORM,
DXGI_FORMAT_BC1_UNORM_SRGB,
DXGI_FORMAT_BC2_TYPELESS,
DXGI_FORMAT_BC2_UNORM,
DXGI_FORMAT_BC2_UNORM_SRGB,
DXGI_FORMAT_BC3_TYPELESS,
DXGI_FORMAT_BC3_UNORM,
DXGI_FORMAT_BC3_UNORM_SRGB,
DXGI_FORMAT_BC4_TYPELESS,
DXGI_FORMAT_BC4_UNORM,
DXGI_FORMAT_BC4_SNORM,
DXGI_FORMAT_BC5_TYPELESS,
DXGI_FORMAT_BC5_UNORM,
DXGI_FORMAT_BC5_SNORM,
DXGI_FORMAT_B5G6R5_UNORM,
DXGI_FORMAT_B5G5R5A1_UNORM,
DXGI_FORMAT_B8G8R8A8_UNORM,
DXGI_FORMAT_B8G8R8X8_UNORM,
DXGI_FORMAT_R10G10B10_XR_BIAS_A2_UNORM,
DXGI_FORMAT_B8G8R8A8_TYPELESS,
DXGI_FORMAT_B8G8R8A8_UNORM_SRGB,
DXGI_FORMAT_B8G8R8X8_TYPELESS,
DXGI_FORMAT_B8G8R8X8_UNORM_SRGB,
DXGI_FORMAT_BC6H_TYPELESS,
DXGI_FORMAT_BC6H_UF16,
DXGI_FORMAT_BC6H_SF16,
DXGI_FORMAT_BC7_TYPELESS,
DXGI_FORMAT_BC7_UNORM,
DXGI_FORMAT_BC7_UNORM_SRGB,
DXGI_FORMAT_AYUV,
DXGI_FORMAT_Y410,
DXGI_FORMAT_Y416,
DXGI_FORMAT_NV12,
DXGI_FORMAT_P010,
DXGI_FORMAT_P016,
DXGI_FORMAT_420_OPAQUE,
DXGI_FORMAT_YUY2,
DXGI_FORMAT_Y210,
DXGI_FORMAT_Y216,
DXGI_FORMAT_NV11,
DXGI_FORMAT_AI44,
DXGI_FORMAT_IA44,
DXGI_FORMAT_P8,
DXGI_FORMAT_A8P8,
DXGI_FORMAT_B4G4R4A4_UNORM,
DXGI_FORMAT_P208,
DXGI_FORMAT_V208,
DXGI_FORMAT_V408,
DXGI_FORMAT_SAMPLER_FEEDBACK_MIN_MIP_OPAQUE,
DXGI_FORMAT_SAMPLER_FEEDBACK_MIP_REGION_USED_OPAQUE,
DXGI_FORMAT_FORCE_UINT
} DXGI_FORMAT;
#ifndef SIZE_MAX
#define SIZE_MAX ((size_t) -1)
#endif
/*
Structure declarations.
*/
typedef struct _DDSPixelFormat
{
size_t
flags,
fourcc,
rgb_bitcount,
r_bitmask,
g_bitmask,
b_bitmask,
alpha_bitmask;
} DDSPixelFormat;
typedef struct _DDSInfo
{
size_t
flags,
height,
width,
pitchOrLinearSize,
depth,
mipmapcount,
ddscaps1,
ddscaps2,
extFormat,
extDimension,
extFlags,
extArraySize,
extFlags2;
DDSPixelFormat
pixelformat;
} DDSInfo;
typedef struct _DDSColors
{
unsigned char
r[4],
g[4],
b[4],
a[4];
} DDSColors;
typedef struct _BC7Colors
{
unsigned char
r[6],
g[6],
b[6],
a[6];
} BC7Colors;
typedef struct _DDSVector4
{
float
x,
y,
z,
w;
} DDSVector4;
typedef struct _DDSVector3
{
float
x,
y,
z;
} DDSVector3;
typedef struct _DDSSourceBlock
{
unsigned char
start,
end,
error;
} DDSSourceBlock;
typedef struct _DDSSingleColorLookup
{
DDSSourceBlock sources[2];
} DDSSingleColorLookup;
typedef struct _BC7ModeInfo
{
unsigned char
partition_bits,
num_subsets,
color_precision,
alpha_precision,
num_pbits,
index_precision,
index2_precision;
} BC7ModeInfo;
typedef MagickBooleanType
DDSDecoder(const ImageInfo *,Image *,const DDSInfo *,const MagickBooleanType,
ExceptionInfo *);
typedef MagickBooleanType
DDSPixelDecoder(Image *,const DDSInfo *,ExceptionInfo *);
static const DDSSingleColorLookup DDSLookup_5_4[] =
{
{ { { 0, 0, 0 }, { 0, 0, 0 } } },
{ { { 0, 0, 1 }, { 0, 1, 1 } } },
{ { { 0, 0, 2 }, { 0, 1, 0 } } },
{ { { 0, 0, 3 }, { 0, 1, 1 } } },
{ { { 0, 0, 4 }, { 0, 2, 1 } } },
{ { { 1, 0, 3 }, { 0, 2, 0 } } },
{ { { 1, 0, 2 }, { 0, 2, 1 } } },
{ { { 1, 0, 1 }, { 0, 3, 1 } } },
{ { { 1, 0, 0 }, { 0, 3, 0 } } },
{ { { 1, 0, 1 }, { 1, 2, 1 } } },
{ { { 1, 0, 2 }, { 1, 2, 0 } } },
{ { { 1, 0, 3 }, { 0, 4, 0 } } },
{ { { 1, 0, 4 }, { 0, 5, 1 } } },
{ { { 2, 0, 3 }, { 0, 5, 0 } } },
{ { { 2, 0, 2 }, { 0, 5, 1 } } },
{ { { 2, 0, 1 }, { 0, 6, 1 } } },
{ { { 2, 0, 0 }, { 0, 6, 0 } } },
{ { { 2, 0, 1 }, { 2, 3, 1 } } },
{ { { 2, 0, 2 }, { 2, 3, 0 } } },
{ { { 2, 0, 3 }, { 0, 7, 0 } } },
{ { { 2, 0, 4 }, { 1, 6, 1 } } },
{ { { 3, 0, 3 }, { 1, 6, 0 } } },
{ { { 3, 0, 2 }, { 0, 8, 0 } } },
{ { { 3, 0, 1 }, { 0, 9, 1 } } },
{ { { 3, 0, 0 }, { 0, 9, 0 } } },
{ { { 3, 0, 1 }, { 0, 9, 1 } } },
{ { { 3, 0, 2 }, { 0, 10, 1 } } },
{ { { 3, 0, 3 }, { 0, 10, 0 } } },
{ { { 3, 0, 4 }, { 2, 7, 1 } } },
{ { { 4, 0, 4 }, { 2, 7, 0 } } },
{ { { 4, 0, 3 }, { 0, 11, 0 } } },
{ { { 4, 0, 2 }, { 1, 10, 1 } } },
{ { { 4, 0, 1 }, { 1, 10, 0 } } },
{ { { 4, 0, 0 }, { 0, 12, 0 } } },
{ { { 4, 0, 1 }, { 0, 13, 1 } } },
{ { { 4, 0, 2 }, { 0, 13, 0 } } },
{ { { 4, 0, 3 }, { 0, 13, 1 } } },
{ { { 4, 0, 4 }, { 0, 14, 1 } } },
{ { { 5, 0, 3 }, { 0, 14, 0 } } },
{ { { 5, 0, 2 }, { 2, 11, 1 } } },
{ { { 5, 0, 1 }, { 2, 11, 0 } } },
{ { { 5, 0, 0 }, { 0, 15, 0 } } },
{ { { 5, 0, 1 }, { 1, 14, 1 } } },
{ { { 5, 0, 2 }, { 1, 14, 0 } } },
{ { { 5, 0, 3 }, { 0, 16, 0 } } },
{ { { 5, 0, 4 }, { 0, 17, 1 } } },
{ { { 6, 0, 3 }, { 0, 17, 0 } } },
{ { { 6, 0, 2 }, { 0, 17, 1 } } },
{ { { 6, 0, 1 }, { 0, 18, 1 } } },
{ { { 6, 0, 0 }, { 0, 18, 0 } } },
{ { { 6, 0, 1 }, { 2, 15, 1 } } },
{ { { 6, 0, 2 }, { 2, 15, 0 } } },
{ { { 6, 0, 3 }, { 0, 19, 0 } } },
{ { { 6, 0, 4 }, { 1, 18, 1 } } },
{ { { 7, 0, 3 }, { 1, 18, 0 } } },
{ { { 7, 0, 2 }, { 0, 20, 0 } } },
{ { { 7, 0, 1 }, { 0, 21, 1 } } },
{ { { 7, 0, 0 }, { 0, 21, 0 } } },
{ { { 7, 0, 1 }, { 0, 21, 1 } } },
{ { { 7, 0, 2 }, { 0, 22, 1 } } },
{ { { 7, 0, 3 }, { 0, 22, 0 } } },
{ { { 7, 0, 4 }, { 2, 19, 1 } } },
{ { { 8, 0, 4 }, { 2, 19, 0 } } },
{ { { 8, 0, 3 }, { 0, 23, 0 } } },
{ { { 8, 0, 2 }, { 1, 22, 1 } } },
{ { { 8, 0, 1 }, { 1, 22, 0 } } },
{ { { 8, 0, 0 }, { 0, 24, 0 } } },
{ { { 8, 0, 1 }, { 0, 25, 1 } } },
{ { { 8, 0, 2 }, { 0, 25, 0 } } },
{ { { 8, 0, 3 }, { 0, 25, 1 } } },
{ { { 8, 0, 4 }, { 0, 26, 1 } } },
{ { { 9, 0, 3 }, { 0, 26, 0 } } },
{ { { 9, 0, 2 }, { 2, 23, 1 } } },
{ { { 9, 0, 1 }, { 2, 23, 0 } } },
{ { { 9, 0, 0 }, { 0, 27, 0 } } },
{ { { 9, 0, 1 }, { 1, 26, 1 } } },
{ { { 9, 0, 2 }, { 1, 26, 0 } } },
{ { { 9, 0, 3 }, { 0, 28, 0 } } },
{ { { 9, 0, 4 }, { 0, 29, 1 } } },
{ { { 10, 0, 3 }, { 0, 29, 0 } } },
{ { { 10, 0, 2 }, { 0, 29, 1 } } },
{ { { 10, 0, 1 }, { 0, 30, 1 } } },
{ { { 10, 0, 0 }, { 0, 30, 0 } } },
{ { { 10, 0, 1 }, { 2, 27, 1 } } },
{ { { 10, 0, 2 }, { 2, 27, 0 } } },
{ { { 10, 0, 3 }, { 0, 31, 0 } } },
{ { { 10, 0, 4 }, { 1, 30, 1 } } },
{ { { 11, 0, 3 }, { 1, 30, 0 } } },
{ { { 11, 0, 2 }, { 4, 24, 0 } } },
{ { { 11, 0, 1 }, { 1, 31, 1 } } },
{ { { 11, 0, 0 }, { 1, 31, 0 } } },
{ { { 11, 0, 1 }, { 1, 31, 1 } } },
{ { { 11, 0, 2 }, { 2, 30, 1 } } },
{ { { 11, 0, 3 }, { 2, 30, 0 } } },
{ { { 11, 0, 4 }, { 2, 31, 1 } } },
{ { { 12, 0, 4 }, { 2, 31, 0 } } },
{ { { 12, 0, 3 }, { 4, 27, 0 } } },
{ { { 12, 0, 2 }, { 3, 30, 1 } } },
{ { { 12, 0, 1 }, { 3, 30, 0 } } },
{ { { 12, 0, 0 }, { 4, 28, 0 } } },
{ { { 12, 0, 1 }, { 3, 31, 1 } } },
{ { { 12, 0, 2 }, { 3, 31, 0 } } },
{ { { 12, 0, 3 }, { 3, 31, 1 } } },
{ { { 12, 0, 4 }, { 4, 30, 1 } } },
{ { { 13, 0, 3 }, { 4, 30, 0 } } },
{ { { 13, 0, 2 }, { 6, 27, 1 } } },
{ { { 13, 0, 1 }, { 6, 27, 0 } } },
{ { { 13, 0, 0 }, { 4, 31, 0 } } },
{ { { 13, 0, 1 }, { 5, 30, 1 } } },
{ { { 13, 0, 2 }, { 5, 30, 0 } } },
{ { { 13, 0, 3 }, { 8, 24, 0 } } },
{ { { 13, 0, 4 }, { 5, 31, 1 } } },
{ { { 14, 0, 3 }, { 5, 31, 0 } } },
{ { { 14, 0, 2 }, { 5, 31, 1 } } },
{ { { 14, 0, 1 }, { 6, 30, 1 } } },
{ { { 14, 0, 0 }, { 6, 30, 0 } } },
{ { { 14, 0, 1 }, { 6, 31, 1 } } },
{ { { 14, 0, 2 }, { 6, 31, 0 } } },
{ { { 14, 0, 3 }, { 8, 27, 0 } } },
{ { { 14, 0, 4 }, { 7, 30, 1 } } },
{ { { 15, 0, 3 }, { 7, 30, 0 } } },
{ { { 15, 0, 2 }, { 8, 28, 0 } } },
{ { { 15, 0, 1 }, { 7, 31, 1 } } },
{ { { 15, 0, 0 }, { 7, 31, 0 } } },
{ { { 15, 0, 1 }, { 7, 31, 1 } } },
{ { { 15, 0, 2 }, { 8, 30, 1 } } },
{ { { 15, 0, 3 }, { 8, 30, 0 } } },
{ { { 15, 0, 4 }, { 10, 27, 1 } } },
{ { { 16, 0, 4 }, { 10, 27, 0 } } },
{ { { 16, 0, 3 }, { 8, 31, 0 } } },
{ { { 16, 0, 2 }, { 9, 30, 1 } } },
{ { { 16, 0, 1 }, { 9, 30, 0 } } },
{ { { 16, 0, 0 }, { 12, 24, 0 } } },
{ { { 16, 0, 1 }, { 9, 31, 1 } } },
{ { { 16, 0, 2 }, { 9, 31, 0 } } },
{ { { 16, 0, 3 }, { 9, 31, 1 } } },
{ { { 16, 0, 4 }, { 10, 30, 1 } } },
{ { { 17, 0, 3 }, { 10, 30, 0 } } },
{ { { 17, 0, 2 }, { 10, 31, 1 } } },
{ { { 17, 0, 1 }, { 10, 31, 0 } } },
{ { { 17, 0, 0 }, { 12, 27, 0 } } },
{ { { 17, 0, 1 }, { 11, 30, 1 } } },
{ { { 17, 0, 2 }, { 11, 30, 0 } } },
{ { { 17, 0, 3 }, { 12, 28, 0 } } },
{ { { 17, 0, 4 }, { 11, 31, 1 } } },
{ { { 18, 0, 3 }, { 11, 31, 0 } } },
{ { { 18, 0, 2 }, { 11, 31, 1 } } },
{ { { 18, 0, 1 }, { 12, 30, 1 } } },
{ { { 18, 0, 0 }, { 12, 30, 0 } } },
{ { { 18, 0, 1 }, { 14, 27, 1 } } },
{ { { 18, 0, 2 }, { 14, 27, 0 } } },
{ { { 18, 0, 3 }, { 12, 31, 0 } } },
{ { { 18, 0, 4 }, { 13, 30, 1 } } },
{ { { 19, 0, 3 }, { 13, 30, 0 } } },
{ { { 19, 0, 2 }, { 16, 24, 0 } } },
{ { { 19, 0, 1 }, { 13, 31, 1 } } },
{ { { 19, 0, 0 }, { 13, 31, 0 } } },
{ { { 19, 0, 1 }, { 13, 31, 1 } } },
{ { { 19, 0, 2 }, { 14, 30, 1 } } },
{ { { 19, 0, 3 }, { 14, 30, 0 } } },
{ { { 19, 0, 4 }, { 14, 31, 1 } } },
{ { { 20, 0, 4 }, { 14, 31, 0 } } },
{ { { 20, 0, 3 }, { 16, 27, 0 } } },
{ { { 20, 0, 2 }, { 15, 30, 1 } } },
{ { { 20, 0, 1 }, { 15, 30, 0 } } },
{ { { 20, 0, 0 }, { 16, 28, 0 } } },
{ { { 20, 0, 1 }, { 15, 31, 1 } } },
{ { { 20, 0, 2 }, { 15, 31, 0 } } },
{ { { 20, 0, 3 }, { 15, 31, 1 } } },
{ { { 20, 0, 4 }, { 16, 30, 1 } } },
{ { { 21, 0, 3 }, { 16, 30, 0 } } },
{ { { 21, 0, 2 }, { 18, 27, 1 } } },
{ { { 21, 0, 1 }, { 18, 27, 0 } } },
{ { { 21, 0, 0 }, { 16, 31, 0 } } },
{ { { 21, 0, 1 }, { 17, 30, 1 } } },
{ { { 21, 0, 2 }, { 17, 30, 0 } } },
{ { { 21, 0, 3 }, { 20, 24, 0 } } },
{ { { 21, 0, 4 }, { 17, 31, 1 } } },
{ { { 22, 0, 3 }, { 17, 31, 0 } } },
{ { { 22, 0, 2 }, { 17, 31, 1 } } },
{ { { 22, 0, 1 }, { 18, 30, 1 } } },
{ { { 22, 0, 0 }, { 18, 30, 0 } } },
{ { { 22, 0, 1 }, { 18, 31, 1 } } },
{ { { 22, 0, 2 }, { 18, 31, 0 } } },
{ { { 22, 0, 3 }, { 20, 27, 0 } } },
{ { { 22, 0, 4 }, { 19, 30, 1 } } },
{ { { 23, 0, 3 }, { 19, 30, 0 } } },
{ { { 23, 0, 2 }, { 20, 28, 0 } } },
{ { { 23, 0, 1 }, { 19, 31, 1 } } },
{ { { 23, 0, 0 }, { 19, 31, 0 } } },
{ { { 23, 0, 1 }, { 19, 31, 1 } } },
{ { { 23, 0, 2 }, { 20, 30, 1 } } },
{ { { 23, 0, 3 }, { 20, 30, 0 } } },
{ { { 23, 0, 4 }, { 22, 27, 1 } } },
{ { { 24, 0, 4 }, { 22, 27, 0 } } },
{ { { 24, 0, 3 }, { 20, 31, 0 } } },
{ { { 24, 0, 2 }, { 21, 30, 1 } } },
{ { { 24, 0, 1 }, { 21, 30, 0 } } },
{ { { 24, 0, 0 }, { 24, 24, 0 } } },
{ { { 24, 0, 1 }, { 21, 31, 1 } } },
{ { { 24, 0, 2 }, { 21, 31, 0 } } },
{ { { 24, 0, 3 }, { 21, 31, 1 } } },
{ { { 24, 0, 4 }, { 22, 30, 1 } } },
{ { { 25, 0, 3 }, { 22, 30, 0 } } },
{ { { 25, 0, 2 }, { 22, 31, 1 } } },
{ { { 25, 0, 1 }, { 22, 31, 0 } } },
{ { { 25, 0, 0 }, { 24, 27, 0 } } },
{ { { 25, 0, 1 }, { 23, 30, 1 } } },
{ { { 25, 0, 2 }, { 23, 30, 0 } } },
{ { { 25, 0, 3 }, { 24, 28, 0 } } },
{ { { 25, 0, 4 }, { 23, 31, 1 } } },
{ { { 26, 0, 3 }, { 23, 31, 0 } } },
{ { { 26, 0, 2 }, { 23, 31, 1 } } },
{ { { 26, 0, 1 }, { 24, 30, 1 } } },
{ { { 26, 0, 0 }, { 24, 30, 0 } } },
{ { { 26, 0, 1 }, { 26, 27, 1 } } },
{ { { 26, 0, 2 }, { 26, 27, 0 } } },
{ { { 26, 0, 3 }, { 24, 31, 0 } } },
{ { { 26, 0, 4 }, { 25, 30, 1 } } },
{ { { 27, 0, 3 }, { 25, 30, 0 } } },
{ { { 27, 0, 2 }, { 28, 24, 0 } } },
{ { { 27, 0, 1 }, { 25, 31, 1 } } },
{ { { 27, 0, 0 }, { 25, 31, 0 } } },
{ { { 27, 0, 1 }, { 25, 31, 1 } } },
{ { { 27, 0, 2 }, { 26, 30, 1 } } },
{ { { 27, 0, 3 }, { 26, 30, 0 } } },
{ { { 27, 0, 4 }, { 26, 31, 1 } } },
{ { { 28, 0, 4 }, { 26, 31, 0 } } },
{ { { 28, 0, 3 }, { 28, 27, 0 } } },
{ { { 28, 0, 2 }, { 27, 30, 1 } } },
{ { { 28, 0, 1 }, { 27, 30, 0 } } },
{ { { 28, 0, 0 }, { 28, 28, 0 } } },
{ { { 28, 0, 1 }, { 27, 31, 1 } } },
{ { { 28, 0, 2 }, { 27, 31, 0 } } },
{ { { 28, 0, 3 }, { 27, 31, 1 } } },
{ { { 28, 0, 4 }, { 28, 30, 1 } } },
{ { { 29, 0, 3 }, { 28, 30, 0 } } },
{ { { 29, 0, 2 }, { 30, 27, 1 } } },
{ { { 29, 0, 1 }, { 30, 27, 0 } } },
{ { { 29, 0, 0 }, { 28, 31, 0 } } },
{ { { 29, 0, 1 }, { 29, 30, 1 } } },
{ { { 29, 0, 2 }, { 29, 30, 0 } } },
{ { { 29, 0, 3 }, { 29, 30, 1 } } },
{ { { 29, 0, 4 }, { 29, 31, 1 } } },
{ { { 30, 0, 3 }, { 29, 31, 0 } } },
{ { { 30, 0, 2 }, { 29, 31, 1 } } },
{ { { 30, 0, 1 }, { 30, 30, 1 } } },
{ { { 30, 0, 0 }, { 30, 30, 0 } } },
{ { { 30, 0, 1 }, { 30, 31, 1 } } },
{ { { 30, 0, 2 }, { 30, 31, 0 } } },
{ { { 30, 0, 3 }, { 30, 31, 1 } } },
{ { { 30, 0, 4 }, { 31, 30, 1 } } },
{ { { 31, 0, 3 }, { 31, 30, 0 } } },
{ { { 31, 0, 2 }, { 31, 30, 1 } } },
{ { { 31, 0, 1 }, { 31, 31, 1 } } },
{ { { 31, 0, 0 }, { 31, 31, 0 } } }
};
static const DDSSingleColorLookup DDSLookup_6_4[] =
{
{ { { 0, 0, 0 }, { 0, 0, 0 } } },
{ { { 0, 0, 1 }, { 0, 1, 0 } } },
{ { { 0, 0, 2 }, { 0, 2, 0 } } },
{ { { 1, 0, 1 }, { 0, 3, 1 } } },
{ { { 1, 0, 0 }, { 0, 3, 0 } } },
{ { { 1, 0, 1 }, { 0, 4, 0 } } },
{ { { 1, 0, 2 }, { 0, 5, 0 } } },
{ { { 2, 0, 1 }, { 0, 6, 1 } } },
{ { { 2, 0, 0 }, { 0, 6, 0 } } },
{ { { 2, 0, 1 }, { 0, 7, 0 } } },
{ { { 2, 0, 2 }, { 0, 8, 0 } } },
{ { { 3, 0, 1 }, { 0, 9, 1 } } },
{ { { 3, 0, 0 }, { 0, 9, 0 } } },
{ { { 3, 0, 1 }, { 0, 10, 0 } } },
{ { { 3, 0, 2 }, { 0, 11, 0 } } },
{ { { 4, 0, 1 }, { 0, 12, 1 } } },
{ { { 4, 0, 0 }, { 0, 12, 0 } } },
{ { { 4, 0, 1 }, { 0, 13, 0 } } },
{ { { 4, 0, 2 }, { 0, 14, 0 } } },
{ { { 5, 0, 1 }, { 0, 15, 1 } } },
{ { { 5, 0, 0 }, { 0, 15, 0 } } },
{ { { 5, 0, 1 }, { 0, 16, 0 } } },
{ { { 5, 0, 2 }, { 1, 15, 0 } } },
{ { { 6, 0, 1 }, { 0, 17, 0 } } },
{ { { 6, 0, 0 }, { 0, 18, 0 } } },
{ { { 6, 0, 1 }, { 0, 19, 0 } } },
{ { { 6, 0, 2 }, { 3, 14, 0 } } },
{ { { 7, 0, 1 }, { 0, 20, 0 } } },
{ { { 7, 0, 0 }, { 0, 21, 0 } } },
{ { { 7, 0, 1 }, { 0, 22, 0 } } },
{ { { 7, 0, 2 }, { 4, 15, 0 } } },
{ { { 8, 0, 1 }, { 0, 23, 0 } } },
{ { { 8, 0, 0 }, { 0, 24, 0 } } },
{ { { 8, 0, 1 }, { 0, 25, 0 } } },
{ { { 8, 0, 2 }, { 6, 14, 0 } } },
{ { { 9, 0, 1 }, { 0, 26, 0 } } },
{ { { 9, 0, 0 }, { 0, 27, 0 } } },
{ { { 9, 0, 1 }, { 0, 28, 0 } } },
{ { { 9, 0, 2 }, { 7, 15, 0 } } },
{ { { 10, 0, 1 }, { 0, 29, 0 } } },
{ { { 10, 0, 0 }, { 0, 30, 0 } } },
{ { { 10, 0, 1 }, { 0, 31, 0 } } },
{ { { 10, 0, 2 }, { 9, 14, 0 } } },
{ { { 11, 0, 1 }, { 0, 32, 0 } } },
{ { { 11, 0, 0 }, { 0, 33, 0 } } },
{ { { 11, 0, 1 }, { 2, 30, 0 } } },
{ { { 11, 0, 2 }, { 0, 34, 0 } } },
{ { { 12, 0, 1 }, { 0, 35, 0 } } },
{ { { 12, 0, 0 }, { 0, 36, 0 } } },
{ { { 12, 0, 1 }, { 3, 31, 0 } } },
{ { { 12, 0, 2 }, { 0, 37, 0 } } },
{ { { 13, 0, 1 }, { 0, 38, 0 } } },
{ { { 13, 0, 0 }, { 0, 39, 0 } } },
{ { { 13, 0, 1 }, { 5, 30, 0 } } },
{ { { 13, 0, 2 }, { 0, 40, 0 } } },
{ { { 14, 0, 1 }, { 0, 41, 0 } } },
{ { { 14, 0, 0 }, { 0, 42, 0 } } },
{ { { 14, 0, 1 }, { 6, 31, 0 } } },
{ { { 14, 0, 2 }, { 0, 43, 0 } } },
{ { { 15, 0, 1 }, { 0, 44, 0 } } },
{ { { 15, 0, 0 }, { 0, 45, 0 } } },
{ { { 15, 0, 1 }, { 8, 30, 0 } } },
{ { { 15, 0, 2 }, { 0, 46, 0 } } },
{ { { 16, 0, 2 }, { 0, 47, 0 } } },
{ { { 16, 0, 1 }, { 1, 46, 0 } } },
{ { { 16, 0, 0 }, { 0, 48, 0 } } },
{ { { 16, 0, 1 }, { 0, 49, 0 } } },
{ { { 16, 0, 2 }, { 0, 50, 0 } } },
{ { { 17, 0, 1 }, { 2, 47, 0 } } },
{ { { 17, 0, 0 }, { 0, 51, 0 } } },
{ { { 17, 0, 1 }, { 0, 52, 0 } } },
{ { { 17, 0, 2 }, { 0, 53, 0 } } },
{ { { 18, 0, 1 }, { 4, 46, 0 } } },
{ { { 18, 0, 0 }, { 0, 54, 0 } } },
{ { { 18, 0, 1 }, { 0, 55, 0 } } },
{ { { 18, 0, 2 }, { 0, 56, 0 } } },
{ { { 19, 0, 1 }, { 5, 47, 0 } } },
{ { { 19, 0, 0 }, { 0, 57, 0 } } },
{ { { 19, 0, 1 }, { 0, 58, 0 } } },
{ { { 19, 0, 2 }, { 0, 59, 0 } } },
{ { { 20, 0, 1 }, { 7, 46, 0 } } },
{ { { 20, 0, 0 }, { 0, 60, 0 } } },
{ { { 20, 0, 1 }, { 0, 61, 0 } } },
{ { { 20, 0, 2 }, { 0, 62, 0 } } },
{ { { 21, 0, 1 }, { 8, 47, 0 } } },
{ { { 21, 0, 0 }, { 0, 63, 0 } } },
{ { { 21, 0, 1 }, { 1, 62, 0 } } },
{ { { 21, 0, 2 }, { 1, 63, 0 } } },
{ { { 22, 0, 1 }, { 10, 46, 0 } } },
{ { { 22, 0, 0 }, { 2, 62, 0 } } },
{ { { 22, 0, 1 }, { 2, 63, 0 } } },
{ { { 22, 0, 2 }, { 3, 62, 0 } } },
{ { { 23, 0, 1 }, { 11, 47, 0 } } },
{ { { 23, 0, 0 }, { 3, 63, 0 } } },
{ { { 23, 0, 1 }, { 4, 62, 0 } } },
{ { { 23, 0, 2 }, { 4, 63, 0 } } },
{ { { 24, 0, 1 }, { 13, 46, 0 } } },
{ { { 24, 0, 0 }, { 5, 62, 0 } } },
{ { { 24, 0, 1 }, { 5, 63, 0 } } },
{ { { 24, 0, 2 }, { 6, 62, 0 } } },
{ { { 25, 0, 1 }, { 14, 47, 0 } } },
{ { { 25, 0, 0 }, { 6, 63, 0 } } },
{ { { 25, 0, 1 }, { 7, 62, 0 } } },
{ { { 25, 0, 2 }, { 7, 63, 0 } } },
{ { { 26, 0, 1 }, { 16, 45, 0 } } },
{ { { 26, 0, 0 }, { 8, 62, 0 } } },
{ { { 26, 0, 1 }, { 8, 63, 0 } } },
{ { { 26, 0, 2 }, { 9, 62, 0 } } },
{ { { 27, 0, 1 }, { 16, 48, 0 } } },
{ { { 27, 0, 0 }, { 9, 63, 0 } } },
{ { { 27, 0, 1 }, { 10, 62, 0 } } },
{ { { 27, 0, 2 }, { 10, 63, 0 } } },
{ { { 28, 0, 1 }, { 16, 51, 0 } } },
{ { { 28, 0, 0 }, { 11, 62, 0 } } },
{ { { 28, 0, 1 }, { 11, 63, 0 } } },
{ { { 28, 0, 2 }, { 12, 62, 0 } } },
{ { { 29, 0, 1 }, { 16, 54, 0 } } },
{ { { 29, 0, 0 }, { 12, 63, 0 } } },
{ { { 29, 0, 1 }, { 13, 62, 0 } } },
{ { { 29, 0, 2 }, { 13, 63, 0 } } },
{ { { 30, 0, 1 }, { 16, 57, 0 } } },
{ { { 30, 0, 0 }, { 14, 62, 0 } } },
{ { { 30, 0, 1 }, { 14, 63, 0 } } },
{ { { 30, 0, 2 }, { 15, 62, 0 } } },
{ { { 31, 0, 1 }, { 16, 60, 0 } } },
{ { { 31, 0, 0 }, { 15, 63, 0 } } },
{ { { 31, 0, 1 }, { 24, 46, 0 } } },
{ { { 31, 0, 2 }, { 16, 62, 0 } } },
{ { { 32, 0, 2 }, { 16, 63, 0 } } },
{ { { 32, 0, 1 }, { 17, 62, 0 } } },
{ { { 32, 0, 0 }, { 25, 47, 0 } } },
{ { { 32, 0, 1 }, { 17, 63, 0 } } },
{ { { 32, 0, 2 }, { 18, 62, 0 } } },
{ { { 33, 0, 1 }, { 18, 63, 0 } } },
{ { { 33, 0, 0 }, { 27, 46, 0 } } },
{ { { 33, 0, 1 }, { 19, 62, 0 } } },
{ { { 33, 0, 2 }, { 19, 63, 0 } } },
{ { { 34, 0, 1 }, { 20, 62, 0 } } },
{ { { 34, 0, 0 }, { 28, 47, 0 } } },
{ { { 34, 0, 1 }, { 20, 63, 0 } } },
{ { { 34, 0, 2 }, { 21, 62, 0 } } },
{ { { 35, 0, 1 }, { 21, 63, 0 } } },
{ { { 35, 0, 0 }, { 30, 46, 0 } } },
{ { { 35, 0, 1 }, { 22, 62, 0 } } },
{ { { 35, 0, 2 }, { 22, 63, 0 } } },
{ { { 36, 0, 1 }, { 23, 62, 0 } } },
{ { { 36, 0, 0 }, { 31, 47, 0 } } },
{ { { 36, 0, 1 }, { 23, 63, 0 } } },
{ { { 36, 0, 2 }, { 24, 62, 0 } } },
{ { { 37, 0, 1 }, { 24, 63, 0 } } },
{ { { 37, 0, 0 }, { 32, 47, 0 } } },
{ { { 37, 0, 1 }, { 25, 62, 0 } } },
{ { { 37, 0, 2 }, { 25, 63, 0 } } },
{ { { 38, 0, 1 }, { 26, 62, 0 } } },
{ { { 38, 0, 0 }, { 32, 50, 0 } } },
{ { { 38, 0, 1 }, { 26, 63, 0 } } },
{ { { 38, 0, 2 }, { 27, 62, 0 } } },
{ { { 39, 0, 1 }, { 27, 63, 0 } } },
{ { { 39, 0, 0 }, { 32, 53, 0 } } },
{ { { 39, 0, 1 }, { 28, 62, 0 } } },
{ { { 39, 0, 2 }, { 28, 63, 0 } } },
{ { { 40, 0, 1 }, { 29, 62, 0 } } },
{ { { 40, 0, 0 }, { 32, 56, 0 } } },
{ { { 40, 0, 1 }, { 29, 63, 0 } } },
{ { { 40, 0, 2 }, { 30, 62, 0 } } },
{ { { 41, 0, 1 }, { 30, 63, 0 } } },
{ { { 41, 0, 0 }, { 32, 59, 0 } } },
{ { { 41, 0, 1 }, { 31, 62, 0 } } },
{ { { 41, 0, 2 }, { 31, 63, 0 } } },
{ { { 42, 0, 1 }, { 32, 61, 0 } } },
{ { { 42, 0, 0 }, { 32, 62, 0 } } },
{ { { 42, 0, 1 }, { 32, 63, 0 } } },
{ { { 42, 0, 2 }, { 41, 46, 0 } } },
{ { { 43, 0, 1 }, { 33, 62, 0 } } },
{ { { 43, 0, 0 }, { 33, 63, 0 } } },
{ { { 43, 0, 1 }, { 34, 62, 0 } } },
{ { { 43, 0, 2 }, { 42, 47, 0 } } },
{ { { 44, 0, 1 }, { 34, 63, 0 } } },
{ { { 44, 0, 0 }, { 35, 62, 0 } } },
{ { { 44, 0, 1 }, { 35, 63, 0 } } },
{ { { 44, 0, 2 }, { 44, 46, 0 } } },
{ { { 45, 0, 1 }, { 36, 62, 0 } } },
{ { { 45, 0, 0 }, { 36, 63, 0 } } },
{ { { 45, 0, 1 }, { 37, 62, 0 } } },
{ { { 45, 0, 2 }, { 45, 47, 0 } } },
{ { { 46, 0, 1 }, { 37, 63, 0 } } },
{ { { 46, 0, 0 }, { 38, 62, 0 } } },
{ { { 46, 0, 1 }, { 38, 63, 0 } } },
{ { { 46, 0, 2 }, { 47, 46, 0 } } },
{ { { 47, 0, 1 }, { 39, 62, 0 } } },
{ { { 47, 0, 0 }, { 39, 63, 0 } } },
{ { { 47, 0, 1 }, { 40, 62, 0 } } },
{ { { 47, 0, 2 }, { 48, 46, 0 } } },
{ { { 48, 0, 2 }, { 40, 63, 0 } } },
{ { { 48, 0, 1 }, { 41, 62, 0 } } },
{ { { 48, 0, 0 }, { 41, 63, 0 } } },
{ { { 48, 0, 1 }, { 48, 49, 0 } } },
{ { { 48, 0, 2 }, { 42, 62, 0 } } },
{ { { 49, 0, 1 }, { 42, 63, 0 } } },
{ { { 49, 0, 0 }, { 43, 62, 0 } } },
{ { { 49, 0, 1 }, { 48, 52, 0 } } },
{ { { 49, 0, 2 }, { 43, 63, 0 } } },
{ { { 50, 0, 1 }, { 44, 62, 0 } } },
{ { { 50, 0, 0 }, { 44, 63, 0 } } },
{ { { 50, 0, 1 }, { 48, 55, 0 } } },
{ { { 50, 0, 2 }, { 45, 62, 0 } } },
{ { { 51, 0, 1 }, { 45, 63, 0 } } },
{ { { 51, 0, 0 }, { 46, 62, 0 } } },
{ { { 51, 0, 1 }, { 48, 58, 0 } } },
{ { { 51, 0, 2 }, { 46, 63, 0 } } },
{ { { 52, 0, 1 }, { 47, 62, 0 } } },
{ { { 52, 0, 0 }, { 47, 63, 0 } } },
{ { { 52, 0, 1 }, { 48, 61, 0 } } },
{ { { 52, 0, 2 }, { 48, 62, 0 } } },
{ { { 53, 0, 1 }, { 56, 47, 0 } } },
{ { { 53, 0, 0 }, { 48, 63, 0 } } },
{ { { 53, 0, 1 }, { 49, 62, 0 } } },
{ { { 53, 0, 2 }, { 49, 63, 0 } } },
{ { { 54, 0, 1 }, { 58, 46, 0 } } },
{ { { 54, 0, 0 }, { 50, 62, 0 } } },
{ { { 54, 0, 1 }, { 50, 63, 0 } } },
{ { { 54, 0, 2 }, { 51, 62, 0 } } },
{ { { 55, 0, 1 }, { 59, 47, 0 } } },
{ { { 55, 0, 0 }, { 51, 63, 0 } } },
{ { { 55, 0, 1 }, { 52, 62, 0 } } },
{ { { 55, 0, 2 }, { 52, 63, 0 } } },
{ { { 56, 0, 1 }, { 61, 46, 0 } } },
{ { { 56, 0, 0 }, { 53, 62, 0 } } },
{ { { 56, 0, 1 }, { 53, 63, 0 } } },
{ { { 56, 0, 2 }, { 54, 62, 0 } } },
{ { { 57, 0, 1 }, { 62, 47, 0 } } },
{ { { 57, 0, 0 }, { 54, 63, 0 } } },
{ { { 57, 0, 1 }, { 55, 62, 0 } } },
{ { { 57, 0, 2 }, { 55, 63, 0 } } },
{ { { 58, 0, 1 }, { 56, 62, 1 } } },
{ { { 58, 0, 0 }, { 56, 62, 0 } } },
{ { { 58, 0, 1 }, { 56, 63, 0 } } },
{ { { 58, 0, 2 }, { 57, 62, 0 } } },
{ { { 59, 0, 1 }, { 57, 63, 1 } } },
{ { { 59, 0, 0 }, { 57, 63, 0 } } },
{ { { 59, 0, 1 }, { 58, 62, 0 } } },
{ { { 59, 0, 2 }, { 58, 63, 0 } } },
{ { { 60, 0, 1 }, { 59, 62, 1 } } },
{ { { 60, 0, 0 }, { 59, 62, 0 } } },
{ { { 60, 0, 1 }, { 59, 63, 0 } } },
{ { { 60, 0, 2 }, { 60, 62, 0 } } },
{ { { 61, 0, 1 }, { 60, 63, 1 } } },
{ { { 61, 0, 0 }, { 60, 63, 0 } } },
{ { { 61, 0, 1 }, { 61, 62, 0 } } },
{ { { 61, 0, 2 }, { 61, 63, 0 } } },
{ { { 62, 0, 1 }, { 62, 62, 1 } } },
{ { { 62, 0, 0 }, { 62, 62, 0 } } },
{ { { 62, 0, 1 }, { 62, 63, 0 } } },
{ { { 62, 0, 2 }, { 63, 62, 0 } } },
{ { { 63, 0, 1 }, { 63, 63, 1 } } },
{ { { 63, 0, 0 }, { 63, 63, 0 } } }
};
static const DDSSingleColorLookup*
DDS_LOOKUP[] =
{
DDSLookup_5_4,
DDSLookup_6_4,
DDSLookup_5_4
};
static const unsigned char BC7_weight2[] = { 0, 21, 43, 64 };
static const unsigned char BC7_weight3[] = { 0, 9, 18, 27, 37, 46, 55, 64 };
static const unsigned char BC7_weight4[] = { 0, 4, 9, 13, 17, 21, 26, 30, 34,
38, 43, 47, 51, 55, 60, 64 };
/* stores info for each mode of BC7 */
static const BC7ModeInfo BC7_mode_info[8] =
{
{ 4, 3, 4, 0, 6, 3, 0 }, /* mode 0 */
{ 6, 2, 6, 0, 2, 3, 0 }, /* mode 1 */
{ 6, 3, 5, 0, 0, 2, 0 }, /* mode 2 */
{ 6, 2, 7, 0, 4, 2, 0 }, /* mode 3 */
{ 0, 1, 5, 6, 0, 2, 3 }, /* mode 4 */
{ 0, 1, 7, 8, 0, 2, 2 }, /* mode 5 */
{ 0, 1, 7, 7, 2, 4, 0 }, /* mode 6 */
{ 6, 2, 5, 5, 4, 2, 0 }, /* mode 7 */
};
static const unsigned char BC7_partition_table[2][64][16] =
{
{ /* BC7 Partition Set for 2 Subsets */
{ 0, 0, 1, 1, 0, 0, 1, 1, 0, 0, 1, 1, 0, 0, 1, 1 },
{ 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1 },
{ 0, 1, 1, 1, 0, 1, 1, 1, 0, 1, 1, 1, 0, 1, 1, 1 },
{ 0, 0, 0, 1, 0, 0, 1, 1, 0, 0, 1, 1, 0, 1, 1, 1 },
{ 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 1, 1 },
{ 0, 0, 1, 1, 0, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1 },
{ 0, 0, 0, 1, 0, 0, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1 },
{ 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 1, 0, 1, 1, 1 },
{ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 1 },
{ 0, 0, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 },
{ 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 1, 1, 1, 1, 1, 1 },
{ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 1, 1 },
{ 0, 0, 0, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 },
{ 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1 },
{ 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 },
{ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1 },
{ 0, 0, 0, 0, 1, 0, 0, 0, 1, 1, 1, 0, 1, 1, 1, 1 },
{ 0, 1, 1, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0 },
{ 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 1, 1, 0 },
{ 0, 1, 1, 1, 0, 0, 1, 1, 0, 0, 0, 1, 0, 0, 0, 0 },
{ 0, 0, 1, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0 },
{ 0, 0, 0, 0, 1, 0, 0, 0, 1, 1, 0, 0, 1, 1, 1, 0 },
{ 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 1, 0, 0 },
{ 0, 1, 1, 1, 0, 0, 1, 1, 0, 0, 1, 1, 0, 0, 0, 1 },
{ 0, 0, 1, 1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0 },
{ 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 1, 0, 0 },
{ 0, 1, 1, 0, 0, 1, 1, 0, 0, 1, 1, 0, 0, 1, 1, 0 },
{ 0, 0, 1, 1, 0, 1, 1, 0, 0, 1, 1, 0, 1, 1, 0, 0 },
{ 0, 0, 0, 1, 0, 1, 1, 1, 1, 1, 1, 0, 1, 0, 0, 0 },
{ 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0 },
{ 0, 1, 1, 1, 0, 0, 0, 1, 1, 0, 0, 0, 1, 1, 1, 0 },
{ 0, 0, 1, 1, 1, 0, 0, 1, 1, 0, 0, 1, 1, 1, 0, 0 },
{ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1 },
{ 0, 0, 0, 0, 1, 1, 1, 1, 0, 0, 0, 0, 1, 1, 1, 1 },
{ 0, 1, 0, 1, 1, 0, 1, 0, 0, 1, 0, 1, 1, 0, 1, 0 },
{ 0, 0, 1, 1, 0, 0, 1, 1, 1, 1, 0, 0, 1, 1, 0, 0 },
{ 0, 0, 1, 1, 1, 1, 0, 0, 0, 0, 1, 1, 1, 1, 0, 0 },
{ 0, 1, 0, 1, 0, 1, 0, 1, 1, 0, 1, 0, 1, 0, 1, 0 },
{ 0, 1, 1, 0, 1, 0, 0, 1, 0, 1, 1, 0, 1, 0, 0, 1 },
{ 0, 1, 0, 1, 1, 0, 1, 0, 1, 0, 1, 0, 0, 1, 0, 1 },
{ 0, 1, 1, 1, 0, 0, 1, 1, 1, 1, 0, 0, 1, 1, 1, 0 },
{ 0, 0, 0, 1, 0, 0, 1, 1, 1, 1, 0, 0, 1, 0, 0, 0 },
{ 0, 0, 1, 1, 0, 0, 1, 0, 0, 1, 0, 0, 1, 1, 0, 0 },
{ 0, 0, 1, 1, 1, 0, 1, 1, 1, 1, 0, 1, 1, 1, 0, 0 },
{ 0, 1, 1, 0, 1, 0, 0, 1, 1, 0, 0, 1, 0, 1, 1, 0 },
{ 0, 0, 1, 1, 1, 1, 0, 0, 1, 1, 0, 0, 0, 0, 1, 1 },
{ 0, 1, 1, 0, 0, 1, 1, 0, 1, 0, 0, 1, 1, 0, 0, 1 },
{ 0, 0, 0, 0, 0, 1, 1, 0, 0, 1, 1, 0, 0, 0, 0, 0 },
{ 0, 1, 0, 0, 1, 1, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0 },
{ 0, 0, 1, 0, 0, 1, 1, 1, 0, 0, 1, 0, 0, 0, 0, 0 },
{ 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 1, 1, 0, 0, 1, 0 },
{ 0, 0, 0, 0, 0, 1, 0, 0, 1, 1, 1, 0, 0, 1, 0, 0 },
{ 0, 1, 1, 0, 1, 1, 0, 0, 1, 0, 0, 1, 0, 0, 1, 1 },
{ 0, 0, 1, 1, 0, 1, 1, 0, 1, 1, 0, 0, 1, 0, 0, 1 },
{ 0, 1, 1, 0, 0, 0, 1, 1, 1, 0, 0, 1, 1, 1, 0, 0 },
{ 0, 0, 1, 1, 1, 0, 0, 1, 1, 1, 0, 0, 0, 1, 1, 0 },
{ 0, 1, 1, 0, 1, 1, 0, 0, 1, 1, 0, 0, 1, 0, 0, 1 },
{ 0, 1, 1, 0, 0, 0, 1, 1, 0, 0, 1, 1, 1, 0, 0, 1 },
{ 0, 1, 1, 1, 1, 1, 1, 0, 1, 0, 0, 0, 0, 0, 0, 1 },
{ 0, 0, 0, 1, 1, 0, 0, 0, 1, 1, 1, 0, 0, 1, 1, 1 },
{ 0, 0, 0, 0, 1, 1, 1, 1, 0, 0, 1, 1, 0, 0, 1, 1 },
{ 0, 0, 1, 1, 0, 0, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0 },
{ 0, 0, 1, 0, 0, 0, 1, 0, 1, 1, 1, 0, 1, 1, 1, 0 },
{ 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 1, 1, 0, 1, 1, 1 }
},
{ /* BC7 Partition Set for 3 Subsets */
{ 0, 0, 1, 1, 0, 0, 1, 1, 0, 2, 2, 1, 2, 2, 2, 2 },
{ 0, 0, 0, 1, 0, 0, 1, 1, 2, 2, 1, 1, 2, 2, 2, 1 },
{ 0, 0, 0, 0, 2, 0, 0, 1, 2, 2, 1, 1, 2, 2, 1, 1 },
{ 0, 2, 2, 2, 0, 0, 2, 2, 0, 0, 1, 1, 0, 1, 1, 1 },
{ 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 2, 2, 1, 1, 2, 2 },
{ 0, 0, 1, 1, 0, 0, 1, 1, 0, 0, 2, 2, 0, 0, 2, 2 },
{ 0, 0, 2, 2, 0, 0, 2, 2, 1, 1, 1, 1, 1, 1, 1, 1 },
{ 0, 0, 1, 1, 0, 0, 1, 1, 2, 2, 1, 1, 2, 2, 1, 1 },
{ 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 2, 2, 2, 2 },
{ 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2 },
{ 0, 0, 0, 0, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2 },
{ 0, 0, 1, 2, 0, 0, 1, 2, 0, 0, 1, 2, 0, 0, 1, 2 },
{ 0, 1, 1, 2, 0, 1, 1, 2, 0, 1, 1, 2, 0, 1, 1, 2 },
{ 0, 1, 2, 2, 0, 1, 2, 2, 0, 1, 2, 2, 0, 1, 2, 2 },
{ 0, 0, 1, 1, 0, 1, 1, 2, 1, 1, 2, 2, 1, 2, 2, 2 },
{ 0, 0, 1, 1, 2, 0, 0, 1, 2, 2, 0, 0, 2, 2, 2, 0 },
{ 0, 0, 0, 1, 0, 0, 1, 1, 0, 1, 1, 2, 1, 1, 2, 2 },
{ 0, 1, 1, 1, 0, 0, 1, 1, 2, 0, 0, 1, 2, 2, 0, 0 },
{ 0, 0, 0, 0, 1, 1, 2, 2, 1, 1, 2, 2, 1, 1, 2, 2 },
{ 0, 0, 2, 2, 0, 0, 2, 2, 0, 0, 2, 2, 1, 1, 1, 1 },
{ 0, 1, 1, 1, 0, 1, 1, 1, 0, 2, 2, 2, 0, 2, 2, 2 },
{ 0, 0, 0, 1, 0, 0, 0, 1, 2, 2, 2, 1, 2, 2, 2, 1 },
{ 0, 0, 0, 0, 0, 0, 1, 1, 0, 1, 2, 2, 0, 1, 2, 2 },
{ 0, 0, 0, 0, 1, 1, 0, 0, 2, 2, 1, 0, 2, 2, 1, 0 },
{ 0, 1, 2, 2, 0, 1, 2, 2, 0, 0, 1, 1, 0, 0, 0, 0 },
{ 0, 0, 1, 2, 0, 0, 1, 2, 1, 1, 2, 2, 2, 2, 2, 2 },
{ 0, 1, 1, 0, 1, 2, 2, 1, 1, 2, 2, 1, 0, 1, 1, 0 },
{ 0, 0, 0, 0, 0, 1, 1, 0, 1, 2, 2, 1, 1, 2, 2, 1 },
{ 0, 0, 2, 2, 1, 1, 0, 2, 1, 1, 0, 2, 0, 0, 2, 2 },
{ 0, 1, 1, 0, 0, 1, 1, 0, 2, 0, 0, 2, 2, 2, 2, 2 },
{ 0, 0, 1, 1, 0, 1, 2, 2, 0, 1, 2, 2, 0, 0, 1, 1 },
{ 0, 0, 0, 0, 2, 0, 0, 0, 2, 2, 1, 1, 2, 2, 2, 1 },
{ 0, 0, 0, 0, 0, 0, 0, 2, 1, 1, 2, 2, 1, 2, 2, 2 },
{ 0, 2, 2, 2, 0, 0, 2, 2, 0, 0, 1, 2, 0, 0, 1, 1 },
{ 0, 0, 1, 1, 0, 0, 1, 2, 0, 0, 2, 2, 0, 2, 2, 2 },
{ 0, 1, 2, 0, 0, 1, 2, 0, 0, 1, 2, 0, 0, 1, 2, 0 },
{ 0, 0, 0, 0, 1, 1, 1, 1, 2, 2, 2, 2, 0, 0, 0, 0 },
{ 0, 1, 2, 0, 1, 2, 0, 1, 2, 0, 1, 2, 0, 1, 2, 0 },
{ 0, 1, 2, 0, 2, 0, 1, 2, 1, 2, 0, 1, 0, 1, 2, 0 },
{ 0, 0, 1, 1, 2, 2, 0, 0, 1, 1, 2, 2, 0, 0, 1, 1 },
{ 0, 0, 1, 1, 1, 1, 2, 2, 2, 2, 0, 0, 0, 0, 1, 1 },
{ 0, 1, 0, 1, 0, 1, 0, 1, 2, 2, 2, 2, 2, 2, 2, 2 },
{ 0, 0, 0, 0, 0, 0, 0, 0, 2, 1, 2, 1, 2, 1, 2, 1 },
{ 0, 0, 2, 2, 1, 1, 2, 2, 0, 0, 2, 2, 1, 1, 2, 2 },
{ 0, 0, 2, 2, 0, 0, 1, 1, 0, 0, 2, 2, 0, 0, 1, 1 },
{ 0, 2, 2, 0, 1, 2, 2, 1, 0, 2, 2, 0, 1, 2, 2, 1 },
{ 0, 1, 0, 1, 2, 2, 2, 2, 2, 2, 2, 2, 0, 1, 0, 1 },
{ 0, 0, 0, 0, 2, 1, 2, 1, 2, 1, 2, 1, 2, 1, 2, 1 },
{ 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 2, 2, 2, 2 },
{ 0, 2, 2, 2, 0, 1, 1, 1, 0, 2, 2, 2, 0, 1, 1, 1 },
{ 0, 0, 0, 2, 1, 1, 1, 2, 0, 0, 0, 2, 1, 1, 1, 2 },
{ 0, 0, 0, 0, 2, 1, 1, 2, 2, 1, 1, 2, 2, 1, 1, 2 },
{ 0, 2, 2, 2, 0, 1, 1, 1, 0, 1, 1, 1, 0, 2, 2, 2 },
{ 0, 0, 0, 2, 1, 1, 1, 2, 1, 1, 1, 2, 0, 0, 0, 2 },
{ 0, 1, 1, 0, 0, 1, 1, 0, 0, 1, 1, 0, 2, 2, 2, 2 },
{ 0, 0, 0, 0, 0, 0, 0, 0, 2, 1, 1, 2, 2, 1, 1, 2 },
{ 0, 1, 1, 0, 0, 1, 1, 0, 2, 2, 2, 2, 2, 2, 2, 2 },
{ 0, 0, 2, 2, 0, 0, 1, 1, 0, 0, 1, 1, 0, 0, 2, 2 },
{ 0, 0, 2, 2, 1, 1, 2, 2, 1, 1, 2, 2, 0, 0, 2, 2 },
{ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 2, 1, 1, 2 },
{ 0, 0, 0, 2, 0, 0, 0, 1, 0, 0, 0, 2, 0, 0, 0, 1 },
{ 0, 2, 2, 2, 1, 2, 2, 2, 0, 2, 2, 2, 1, 2, 2, 2 },
{ 0, 1, 0, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2 },
{ 0, 1, 1, 1, 2, 0, 1, 1, 2, 2, 0, 1, 2, 2, 2, 0 }
}
};
static const unsigned char BC7_anchor_index_table[4][64] =
{
/* Anchor index values for the first subset */
{
0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0
},
/* Anchor index values for the second subset of two-subset partitioning */
{
15,15,15,15,15,15,15,15,
15,15,15,15,15,15,15,15,
15, 2, 8, 2, 2, 8, 8,15,
2, 8, 2, 2, 8, 8, 2, 2,
15,15, 6, 8, 2, 8,15,15,
2, 8, 2, 2, 2,15,15, 6,
6, 2, 6, 8,15,15, 2, 2,
15,15,15,15,15, 2, 2,15
},
/* Anchor index values for the second subset of three-subset partitioning */
{
3, 3,15,15, 8, 3,15,15,
8, 8, 6, 6, 6, 5, 3, 3,
3, 3, 8,15, 3, 3, 6,10,
5, 8, 8, 6, 8, 5,15,15,
8,15, 3, 5, 6,10, 8,15,
15, 3,15, 5,15,15,15,15,
3,15, 5, 5, 5, 8, 5,10,
5,10, 8,13,15,12, 3, 3
},
/* Anchor index values for the third subset of three-subset partitioning */
{
15, 8, 8, 3,15,15, 3, 8,
15,15,15,15,15,15,15, 8,
15, 8,15, 3,15, 8,15, 8,
3,15, 6,10,15,15,10, 8,
15, 3,15,10,10, 8, 9,10,
6,15, 8,15, 3, 6, 6, 8,
15, 3,15,15,15,15,15,15,
15,15,15,15, 3,15,15, 8
}
};
/*
Macros
*/
#define C565_r(x) (((x) & 0xF800) >> 11)
#define C565_g(x) (((x) & 0x07E0) >> 5)
#define C565_b(x) ((x) & 0x001F)
#define C565_red(x) ( (C565_r(x) << 3 | C565_r(x) >> 2))
#define C565_green(x) ( (C565_g(x) << 2 | C565_g(x) >> 4))
#define C565_blue(x) ( (C565_b(x) << 3 | C565_b(x) >> 2))
#define DIV2(x) ((x) > 1 ? ((x) >> 1) : 1)
#define FixRange(min, max, steps) \
if (min > max) \
min = max; \
if ((ssize_t) max - min < steps) \
max = MagickMin(min + steps, 255); \
if ((ssize_t) max - min < steps) \
min = MagickMax(0, (ssize_t) max - steps)
#define Dot(left, right) (left.x*right.x) + (left.y*right.y) + (left.z*right.z)
#define VectorInit(vector, value) vector.x = vector.y = vector.z = vector.w \
= value
#define VectorInit3(vector, value) vector.x = vector.y = vector.z = value
#define IsBitMask(mask, r, g, b, a) (mask.r_bitmask == r && mask.g_bitmask == \
g && mask.b_bitmask == b && mask.alpha_bitmask == a)
/*
Forward declarations
*/
static MagickBooleanType
WriteDDSImage(const ImageInfo *,Image *,ExceptionInfo *);
static inline void VectorAdd(const DDSVector4 left, const DDSVector4 right,
DDSVector4 *destination)
{
destination->x = left.x + right.x;
destination->y = left.y + right.y;
destination->z = left.z + right.z;
destination->w = left.w + right.w;
}
static inline void VectorClamp(DDSVector4 *value)
{
value->x = MagickMin(1.0f,MagickMax(0.0f,value->x));
value->y = MagickMin(1.0f,MagickMax(0.0f,value->y));
value->z = MagickMin(1.0f,MagickMax(0.0f,value->z));
value->w = MagickMin(1.0f,MagickMax(0.0f,value->w));
}
static inline void VectorClamp3(DDSVector3 *value)
{
value->x = MagickMin(1.0f,MagickMax(0.0f,value->x));
value->y = MagickMin(1.0f,MagickMax(0.0f,value->y));
value->z = MagickMin(1.0f,MagickMax(0.0f,value->z));
}
static inline void VectorCopy43(const DDSVector4 source,
DDSVector3 *destination)
{
destination->x = source.x;
destination->y = source.y;
destination->z = source.z;
}
static inline void VectorCopy44(const DDSVector4 source,
DDSVector4 *destination)
{
destination->x = source.x;
destination->y = source.y;
destination->z = source.z;
destination->w = source.w;
}
static inline void VectorNegativeMultiplySubtract(const DDSVector4 a,
const DDSVector4 b, const DDSVector4 c, DDSVector4 *destination)
{
destination->x = c.x - (a.x * b.x);
destination->y = c.y - (a.y * b.y);
destination->z = c.z - (a.z * b.z);
destination->w = c.w - (a.w * b.w);
}
static inline void VectorMultiply(const DDSVector4 left,
const DDSVector4 right, DDSVector4 *destination)
{
destination->x = left.x * right.x;
destination->y = left.y * right.y;
destination->z = left.z * right.z;
destination->w = left.w * right.w;
}
static inline void VectorMultiply3(const DDSVector3 left,
const DDSVector3 right, DDSVector3 *destination)
{
destination->x = left.x * right.x;
destination->y = left.y * right.y;
destination->z = left.z * right.z;
}
static inline void VectorMultiplyAdd(const DDSVector4 a, const DDSVector4 b,
const DDSVector4 c, DDSVector4 *destination)
{
destination->x = (a.x * b.x) + c.x;
destination->y = (a.y * b.y) + c.y;
destination->z = (a.z * b.z) + c.z;
destination->w = (a.w * b.w) + c.w;
}
static inline void VectorMultiplyAdd3(const DDSVector3 a, const DDSVector3 b,
const DDSVector3 c, DDSVector3 *destination)
{
destination->x = (a.x * b.x) + c.x;
destination->y = (a.y * b.y) + c.y;
destination->z = (a.z * b.z) + c.z;
}
static inline void VectorReciprocal(const DDSVector4 value,
DDSVector4 *destination)
{
destination->x = 1.0f / value.x;
destination->y = 1.0f / value.y;
destination->z = 1.0f / value.z;
destination->w = 1.0f / value.w;
}
static inline void VectorSubtract(const DDSVector4 left,
const DDSVector4 right, DDSVector4 *destination)
{
destination->x = left.x - right.x;
destination->y = left.y - right.y;
destination->z = left.z - right.z;
destination->w = left.w - right.w;
}
static inline void VectorSubtract3(const DDSVector3 left,
const DDSVector3 right, DDSVector3 *destination)
{
destination->x = left.x - right.x;
destination->y = left.y - right.y;
destination->z = left.z - right.z;
}
static inline void VectorTruncate(DDSVector4 *value)
{
value->x = value->x > 0.0f ? floor(value->x) : ceil(value->x);
value->y = value->y > 0.0f ? floor(value->y) : ceil(value->y);
value->z = value->z > 0.0f ? floor(value->z) : ceil(value->z);
value->w = value->w > 0.0f ? floor(value->w) : ceil(value->w);
}
static inline void VectorTruncate3(DDSVector3 *value)
{
value->x = value->x > 0.0f ? floor(value->x) : ceil(value->x);
value->y = value->y > 0.0f ? floor(value->y) : ceil(value->y);
value->z = value->z > 0.0f ? floor(value->z) : ceil(value->z);
}
static inline size_t ClampToLimit(const float value, const size_t limit)
{
size_t
result = (int) (value + 0.5f);
if (result < 0.0f)
return(0);
if (result > limit)
return(limit);
return result;
}
static inline size_t ColorTo565(const DDSVector3 point)
{
size_t r = ClampToLimit(31.0f*point.x,31);
size_t g = ClampToLimit(63.0f*point.y,63);
size_t b = ClampToLimit(31.0f*point.z,31);
return (r << 11) | (g << 5) | b;
}
static inline unsigned char GetSubsetIndex(unsigned char numSubsets,
unsigned char partition_id,size_t pixelIndex)
{
if (numSubsets == 2)
return BC7_partition_table[0][partition_id][pixelIndex];
if (numSubsets == 3)
return BC7_partition_table[1][partition_id][pixelIndex];
return 0;
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
% I s D D S %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% IsDDS() returns MagickTrue if the image format type, identified by the
% magick string, is DDS.
%
% The format of the IsDDS method is:
%
% MagickBooleanType IsDDS(const unsigned char *magick,const size_t length)
%
% A description of each parameter follows:
%
% o magick: compare image format pattern against these bytes.
%
% o length: Specifies the length of the magick string.
%
*/
static MagickBooleanType IsDDS(const unsigned char *magick, const size_t length)
{
if (length < 4)
return(MagickFalse);
if (LocaleNCompare((char *) magick,"DDS ", 4) == 0)
return(MagickTrue);
return(MagickFalse);
}
static MagickBooleanType ReadDDSInfo(Image *image, DDSInfo *dds_info)
{
size_t
hdr_size,
required;
/* Seek to start of header */
(void) SeekBlob(image, 4, SEEK_SET);
/* Check header field */
hdr_size = ReadBlobLSBLong(image);
if (hdr_size != 124)
return MagickFalse;
/* Fill in DDS info struct */
dds_info->flags = ReadBlobLSBLong(image);
/* Check required flags */
required=(size_t) (DDSD_CAPS | DDSD_WIDTH | DDSD_HEIGHT | DDSD_PIXELFORMAT);
if ((dds_info->flags & required) != required)
return MagickFalse;
dds_info->height = ReadBlobLSBLong(image);
dds_info->width = ReadBlobLSBLong(image);
dds_info->pitchOrLinearSize = ReadBlobLSBLong(image);
dds_info->depth = ReadBlobLSBLong(image);
dds_info->mipmapcount = ReadBlobLSBLong(image);
(void) SeekBlob(image, 44, SEEK_CUR); /* reserved region of 11 DWORDs */
/* Read pixel format structure */
hdr_size = ReadBlobLSBLong(image);
if (hdr_size != 32)
return MagickFalse;
dds_info->pixelformat.flags = ReadBlobLSBLong(image);
dds_info->pixelformat.fourcc = ReadBlobLSBLong(image);
dds_info->pixelformat.rgb_bitcount = ReadBlobLSBLong(image);
dds_info->pixelformat.r_bitmask = ReadBlobLSBLong(image);
dds_info->pixelformat.g_bitmask = ReadBlobLSBLong(image);
dds_info->pixelformat.b_bitmask = ReadBlobLSBLong(image);
dds_info->pixelformat.alpha_bitmask = ReadBlobLSBLong(image);
dds_info->ddscaps1 = ReadBlobLSBLong(image);
dds_info->ddscaps2 = ReadBlobLSBLong(image);
(void) SeekBlob(image, 12, SEEK_CUR); /* 3 reserved DWORDs */
/* Read optional DX10 header if available */
if ((dds_info->pixelformat.flags & DDPF_FOURCC) &&
(dds_info->pixelformat.fourcc == FOURCC_DX10))
{
dds_info->extFormat = ReadBlobLSBLong(image);
dds_info->extDimension = ReadBlobLSBLong(image);
dds_info->extFlags = ReadBlobLSBLong(image);
dds_info->extArraySize = ReadBlobLSBLong(image);
dds_info->extFlags2 = ReadBlobLSBLong(image);
}
else
{
dds_info->extFormat = 0;
dds_info->extDimension = 0;
dds_info->extFlags = 0;
dds_info->extArraySize = 0;
dds_info->extFlags2 = 0;
}
return(MagickTrue);
}
static MagickBooleanType SetDXT1Pixels(Image *image,ssize_t x,ssize_t y,
DDSColors colors,size_t bits,Quantum *q)
{
ssize_t
i;
ssize_t
j;
unsigned char
code;
for (j = 0; j < 4; j++)
{
for (i = 0; i < 4; i++)
{
if ((x + i) < (ssize_t) image->columns &&
(y + j) < (ssize_t) image->rows)
{
code=(unsigned char) ((bits >> ((j*4+i)*2)) & 0x3);
SetPixelRed(image,ScaleCharToQuantum(colors.r[code]),q);
SetPixelGreen(image,ScaleCharToQuantum(colors.g[code]),q);
SetPixelBlue(image,ScaleCharToQuantum(colors.b[code]),q);
SetPixelOpacity(image,ScaleCharToQuantum(colors.a[code]),q);
if ((colors.a[code] != 0) &&
(image->alpha_trait == UndefinedPixelTrait))
return(MagickFalse);
q+=GetPixelChannels(image);
}
}
}
return(MagickTrue);
}
static MagickBooleanType ReadMipmaps(const ImageInfo *image_info,Image *image,
const DDSInfo *dds_info,DDSPixelDecoder decoder,ExceptionInfo *exception)
{
MagickBooleanType
status;
/*
Only skip mipmaps for textures and cube maps
*/
if (EOFBlob(image) != MagickFalse)
{
ThrowFileException(exception,CorruptImageWarning,"UnexpectedEndOfFile",
image->filename);
return(MagickFalse);
}
status=MagickTrue;
if (dds_info->ddscaps1 & DDSCAPS_MIPMAP
&& (dds_info->ddscaps1 & DDSCAPS_TEXTURE
|| dds_info->ddscaps2 & DDSCAPS2_CUBEMAP))
{
ssize_t
i;
size_t
h,
w;
w=DIV2(dds_info->width);
h=DIV2(dds_info->height);
/*
Mipmapcount includes the main image, so start from one
*/
for (i = 1; (i < (ssize_t) dds_info->mipmapcount) && w && h; i++)
{
AcquireNextImage(image_info,image,exception);
if (image->next == (Image *) NULL)
return(MagickFalse);
image->next->alpha_trait=image->alpha_trait;
image=SyncNextImageInList(image);
status=SetImageExtent(image,w,h,exception);
if (status == MagickFalse)
break;
status=decoder(image,dds_info,exception);
if (status == MagickFalse)
break;
if ((w == 1) && (h == 1))
break;
w=DIV2(w);
h=DIV2(h);
}
}
return(status);
}
static void CalculateColors(unsigned short c0, unsigned short c1,
DDSColors *c, MagickBooleanType ignoreAlpha)
{
c->a[0] = c->a[1] = c->a[2] = c->a[3] = 0;
c->r[0] = (unsigned char) C565_red(c0);
c->g[0] = (unsigned char) C565_green(c0);
c->b[0] = (unsigned char) C565_blue(c0);
c->r[1] = (unsigned char) C565_red(c1);
c->g[1] = (unsigned char) C565_green(c1);
c->b[1] = (unsigned char) C565_blue(c1);
if (ignoreAlpha != MagickFalse || c0 > c1)
{
c->r[2] = (unsigned char) ((2 * c->r[0] + c->r[1]) / 3);
c->g[2] = (unsigned char) ((2 * c->g[0] + c->g[1]) / 3);
c->b[2] = (unsigned char) ((2 * c->b[0] + c->b[1]) / 3);
c->r[3] = (unsigned char) ((c->r[0] + 2 * c->r[1]) / 3);
c->g[3] = (unsigned char) ((c->g[0] + 2 * c->g[1]) / 3);
c->b[3] = (unsigned char) ((c->b[0] + 2 * c->b[1]) / 3);
}
else
{
c->r[2] = (unsigned char) ((c->r[0] + c->r[1]) / 2);
c->g[2] = (unsigned char) ((c->g[0] + c->g[1]) / 2);
c->b[2] = (unsigned char) ((c->b[0] + c->b[1]) / 2);
c->r[3] = c->g[3] = c->b[3] = 0;
c->a[3] = 255;
}
}
static MagickBooleanType ReadDXT1Pixels(Image *image,
const DDSInfo *magick_unused(dds_info),ExceptionInfo *exception)
{
DDSColors
colors;
Quantum
*q;
ssize_t
x;
size_t
bits;
ssize_t
y;
unsigned short
c0,
c1;
magick_unreferenced(dds_info);
for (y = 0; y < (ssize_t) image->rows; y += 4)
{
for (x = 0; x < (ssize_t) image->columns; x += 4)
{
/* Get 4x4 patch of pixels to write on */
q=QueueAuthenticPixels(image,x,y,MagickMin(4,image->columns-x),
MagickMin(4,image->rows-y),exception);
if (q == (Quantum *) NULL)
return(MagickFalse);
/* Read 8 bytes of data from the image */
c0=ReadBlobLSBShort(image);
c1=ReadBlobLSBShort(image);
bits=ReadBlobLSBLong(image);
CalculateColors(c0,c1,&colors,MagickFalse);
if (EOFBlob(image) != MagickFalse)
return(MagickFalse);
/* Write the pixels */
if (SetDXT1Pixels(image,x,y,colors,bits,q) == MagickFalse)
{
/* Correct alpha */
SetImageAlpha(image,QuantumRange,exception);
q=QueueAuthenticPixels(image,x,y,MagickMin(4,image->columns-x),
MagickMin(4,image->rows-y),exception);
if (q != (Quantum *) NULL)
SetDXT1Pixels(image,x,y,colors,bits,q);
}
if (SyncAuthenticPixels(image,exception) == MagickFalse)
return(MagickFalse);
}
if (EOFBlob(image) != MagickFalse)
return(MagickFalse);
}
return(MagickTrue);
}
/*
Skip the mipmap images for compressed (DXTn) dds files
*/
static MagickBooleanType SkipDXTMipmaps(Image *image,const DDSInfo *dds_info,
int texel_size,ExceptionInfo *exception)
{
/*
Only skip mipmaps for textures and cube maps
*/
if (EOFBlob(image) != MagickFalse)
{
ThrowFileException(exception,CorruptImageWarning,"UnexpectedEndOfFile",
image->filename);
return(MagickFalse);
}
if (dds_info->ddscaps1 & DDSCAPS_MIPMAP
&& (dds_info->ddscaps1 & DDSCAPS_TEXTURE
|| dds_info->ddscaps2 & DDSCAPS2_CUBEMAP))
{
MagickOffsetType
offset;
ssize_t
i;
size_t
h,
w;
w=DIV2(dds_info->width);
h=DIV2(dds_info->height);
/*
Mipmapcount includes the main image, so start from one
*/
for (i = 1; (i < (ssize_t) dds_info->mipmapcount) && w && h; i++)
{
offset=(MagickOffsetType)((w+3)/4)*((h+3)/4)*texel_size;
if (SeekBlob(image,offset,SEEK_CUR) < 0)
break;
w=DIV2(w);
h=DIV2(h);
if ((w == 1) && (h == 1))
break;
}
}
return(MagickTrue);
}
static MagickBooleanType ReadDXT1(const ImageInfo *image_info,Image *image,
const DDSInfo *dds_info,const MagickBooleanType read_mipmaps,
ExceptionInfo *exception)
{
if (ReadDXT1Pixels(image,dds_info,exception) == MagickFalse)
return(MagickFalse);
if (read_mipmaps != MagickFalse)
return(ReadMipmaps(image_info,image,dds_info,ReadDXT1Pixels,exception));
else
return(SkipDXTMipmaps(image,dds_info,8,exception));
}
static MagickBooleanType ReadDXT3Pixels(Image *image,
const DDSInfo *magick_unused(dds_info),ExceptionInfo *exception)
{
DDSColors
colors;
Quantum
*q;
ssize_t
i,
x;
unsigned char
alpha;
size_t
a0,
a1,
bits,
code;
ssize_t
j,
y;
unsigned short
c0,
c1;
magick_unreferenced(dds_info);
for (y = 0; y < (ssize_t) image->rows; y += 4)
{
for (x = 0; x < (ssize_t) image->columns; x += 4)
{
/* Get 4x4 patch of pixels to write on */
q = QueueAuthenticPixels(image, x, y, MagickMin(4, image->columns - x),
MagickMin(4, image->rows - y),exception);
if (q == (Quantum *) NULL)
return(MagickFalse);
/* Read alpha values (8 bytes) */
a0 = ReadBlobLSBLong(image);
a1 = ReadBlobLSBLong(image);
/* Read 8 bytes of data from the image */
c0 = ReadBlobLSBShort(image);
c1 = ReadBlobLSBShort(image);
bits = ReadBlobLSBLong(image);
CalculateColors(c0, c1, &colors, MagickTrue);
if (EOFBlob(image) != MagickFalse)
return(MagickFalse);
/* Write the pixels */
for (j = 0; j < 4; j++)
{
for (i = 0; i < 4; i++)
{
if ((x + i) < (ssize_t) image->columns && (y + j) < (ssize_t) image->rows)
{
code = (bits >> ((4*j+i)*2)) & 0x3;
SetPixelRed(image,ScaleCharToQuantum(colors.r[code]),q);
SetPixelGreen(image,ScaleCharToQuantum(colors.g[code]),q);
SetPixelBlue(image,ScaleCharToQuantum(colors.b[code]),q);
/*
Extract alpha value: multiply 0..15 by 17 to get range 0..255
*/
if (j < 2)
alpha = 17U * (unsigned char) ((a0 >> (4*(4*j+i))) & 0xf);
else
alpha = 17U * (unsigned char) ((a1 >> (4*(4*(j-2)+i))) & 0xf);
SetPixelAlpha(image,ScaleCharToQuantum((unsigned char) alpha),q);
q+=GetPixelChannels(image);
}
}
}
if (SyncAuthenticPixels(image,exception) == MagickFalse)
return(MagickFalse);
}
if (EOFBlob(image) != MagickFalse)
return(MagickFalse);
}
return(MagickTrue);
}
static MagickBooleanType ReadDXT3(const ImageInfo *image_info,Image *image,
const DDSInfo *dds_info,const MagickBooleanType read_mipmaps,
ExceptionInfo *exception)
{
if (ReadDXT3Pixels(image,dds_info,exception) == MagickFalse)
return(MagickFalse);
if (read_mipmaps != MagickFalse)
return(ReadMipmaps(image_info,image,dds_info,ReadDXT3Pixels,exception));
else
return(SkipDXTMipmaps(image,dds_info,16,exception));
}
static MagickBooleanType ReadDXT5Pixels(Image *image,
const DDSInfo *magick_unused(dds_info),ExceptionInfo *exception)
{
DDSColors
colors;
MagickSizeType
alpha_bits;
Quantum
*q;
ssize_t
i,
x;
unsigned char
a0,
a1;
size_t
alpha,
bits,
code,
alpha_code;
ssize_t
j,
y;
unsigned short
c0,
c1;
magick_unreferenced(dds_info);
for (y = 0; y < (ssize_t) image->rows; y += 4)
{
for (x = 0; x < (ssize_t) image->columns; x += 4)
{
/* Get 4x4 patch of pixels to write on */
q = QueueAuthenticPixels(image, x, y, MagickMin(4, image->columns - x),
MagickMin(4, image->rows - y),exception);
if (q == (Quantum *) NULL)
return(MagickFalse);
/* Read alpha values (8 bytes) */
a0 = (unsigned char) ReadBlobByte(image);
a1 = (unsigned char) ReadBlobByte(image);
alpha_bits = (MagickSizeType)ReadBlobLSBLong(image);
alpha_bits = alpha_bits | ((MagickSizeType)ReadBlobLSBShort(image) << 32);
/* Read 8 bytes of data from the image */
c0 = ReadBlobLSBShort(image);
c1 = ReadBlobLSBShort(image);
bits = ReadBlobLSBLong(image);
CalculateColors(c0, c1, &colors, MagickTrue);
if (EOFBlob(image) != MagickFalse)
return(MagickFalse);
/* Write the pixels */
for (j = 0; j < 4; j++)
{
for (i = 0; i < 4; i++)
{
if ((x + i) < (ssize_t) image->columns &&
(y + j) < (ssize_t) image->rows)
{
code = (bits >> ((4*j+i)*2)) & 0x3;
SetPixelRed(image,ScaleCharToQuantum(colors.r[code]),q);
SetPixelGreen(image,ScaleCharToQuantum(colors.g[code]),q);
SetPixelBlue(image,ScaleCharToQuantum(colors.b[code]),q);
/* Extract alpha value */
alpha_code = (size_t) (alpha_bits >> (3*(4*j+i))) & 0x7;
if (alpha_code == 0)
alpha = a0;
else if (alpha_code == 1)
alpha = a1;
else if (a0 > a1)
alpha = ((8-alpha_code) * a0 + (alpha_code-1) * a1) / 7;
else if (alpha_code == 6)
alpha = 0;
else if (alpha_code == 7)
alpha = 255;
else
alpha = (((6-alpha_code) * a0 + (alpha_code-1) * a1) / 5);
SetPixelAlpha(image,ScaleCharToQuantum((unsigned char) alpha),q);
q+=GetPixelChannels(image);
}
}
}
if (SyncAuthenticPixels(image,exception) == MagickFalse)
return(MagickFalse);
}
if (EOFBlob(image) != MagickFalse)
return(MagickFalse);
}
return(MagickTrue);
}
static MagickBooleanType ReadDXT5(const ImageInfo *image_info,Image *image,
const DDSInfo *dds_info,const MagickBooleanType read_mipmaps,
ExceptionInfo *exception)
{
if (ReadDXT5Pixels(image,dds_info,exception) == MagickFalse)
return(MagickFalse);
if (read_mipmaps != MagickFalse)
return(ReadMipmaps(image_info,image,dds_info,ReadDXT5Pixels,exception));
else
return(SkipDXTMipmaps(image,dds_info,16,exception));
}
static unsigned char GetBit(const unsigned char *block,size_t *start_bit)
{
size_t
base,
index;
index=(*start_bit) >> 3;
base=(*start_bit) - (index << 3);
(*start_bit)++;
if (index > 15)
return(0);
return((block[index] >> base) & 0x01);
}
static unsigned char GetBits(const unsigned char *block,size_t *start_bit,
unsigned char num_bits)
{
size_t
base,
first_bits,
index,
next_bits;
unsigned char
ret;
index=(*start_bit) >> 3;
base=(*start_bit)-(index << 3);
if (index > 15)
return(0);
if (base + num_bits > 8)
{
first_bits=8-base;
next_bits=num_bits-first_bits;
ret=((block[index] >> base) | (((block[index + 1]) &
((1u << next_bits) - 1)) << first_bits));
}
else
{
ret=((block[index] >> base) & ((1 << num_bits) - 1));
}
(*start_bit)+=num_bits;
return(ret);
}
static MagickBooleanType IsPixelAnchorIndex(unsigned char subset_index,
unsigned char num_subsets,size_t pixelIndex,unsigned char partition_id)
{
size_t
table_index;
/* for first subset */
if (subset_index == 0)
table_index=0;
/* for second subset of two subset partitioning */
else if ((subset_index == 1) && (num_subsets == 2))
table_index=1;
/* for second subset of three subset partitioning */
else if ((subset_index == 1) && (num_subsets == 3))
table_index=2;
/* for third subset of three subset partitioning */
else
table_index=3;
if (BC7_anchor_index_table[table_index][partition_id] == pixelIndex)
return(MagickTrue);
else
return(MagickFalse);
}
static void ReadEndpoints(BC7Colors *endpoints,const unsigned char *block,
size_t mode,size_t *start_bit)
{
MagickBooleanType
has_alpha,
has_pbits;
unsigned char
alpha_bits,
color_bits,
pbit,
pbit0,
pbit1;
size_t
num_subsets,
i;
num_subsets=(size_t) BC7_mode_info[mode].num_subsets;
color_bits=BC7_mode_info[mode].color_precision;
/* red */
for (i=0; i < num_subsets * 2; i++)
endpoints->r[i]=GetBits(block,start_bit,color_bits);
/* green */
for (i=0; i < num_subsets * 2; i++)
endpoints->g[i]=GetBits(block,start_bit,color_bits);
/* blue */
for (i=0; i < num_subsets * 2; i++)
endpoints->b[i]=GetBits(block,start_bit,color_bits);
/* alpha */
alpha_bits=BC7_mode_info[mode].alpha_precision;
has_alpha=mode >= 4;
if (has_alpha != MagickFalse)
{
for (i=0; i < num_subsets * 2; i++)
endpoints->a[i]=GetBits(block,start_bit,alpha_bits);
}
/* handle modes that have p bits */
has_pbits=(mode == 0) || (mode == 1) || (mode == 3) || (mode == 6) || (mode == 7);
if (has_pbits != MagickFalse)
{
for (i=0; i < num_subsets * 2; i++)
{
endpoints->r[i] <<= 1;
endpoints->g[i] <<= 1;
endpoints->b[i] <<= 1;
endpoints->a[i] <<= 1;
}
/* mode 1 shares a p-bit for both endpoints */
if (mode == 1)
{
pbit0=GetBit(block,start_bit);
pbit1=GetBit(block,start_bit);
endpoints->r[0] |= pbit0;
endpoints->g[0] |= pbit0;
endpoints->b[0] |= pbit0;
endpoints->r[1] |= pbit0;
endpoints->g[1] |= pbit0;
endpoints->b[1] |= pbit0;
endpoints->r[2] |= pbit1;
endpoints->g[2] |= pbit1;
endpoints->b[2] |= pbit1;
endpoints->r[3] |= pbit1;
endpoints->g[3] |= pbit1;
endpoints->b[3] |= pbit1;
}
else
{
for (i=0; i < num_subsets * 2; i++)
{
pbit=GetBit(block,start_bit);
endpoints->r[i] |= pbit;
endpoints->g[i] |= pbit;
endpoints->b[i] |= pbit;
endpoints->a[i] |= pbit;
}
}
}
/* 1 bit increased due to the pbit */
if (has_pbits != MagickFalse)
{
color_bits++;
alpha_bits++;
}
/* color and alpha bit shifting so that MSB lies in bit 7 */
for (i=0; i < num_subsets * 2; i++)
{
endpoints->r[i] <<= (8 - color_bits);
endpoints->g[i] <<= (8 - color_bits);
endpoints->b[i] <<= (8 - color_bits);
endpoints->a[i] <<= (8 - alpha_bits);
endpoints->r[i]=endpoints->r[i] | (endpoints->r[i] >> color_bits);
endpoints->g[i]=endpoints->g[i] | (endpoints->g[i] >> color_bits);
endpoints->b[i]=endpoints->b[i] | (endpoints->b[i] >> color_bits);
endpoints->a[i]=endpoints->a[i] | (endpoints->a[i] >> alpha_bits);
}
if (has_alpha == MagickFalse)
{
for (i=0; i < num_subsets * 2; i++)
endpoints->a[i]=255;
}
}
static MagickBooleanType ReadBC7Pixels(Image *image,
const DDSInfo *magick_unused(dds_info),ExceptionInfo *exception)
{
BC7Colors
colors;
Quantum
*q;
size_t
mode,
start_bit;
ssize_t
count,
i,
x,
y;
unsigned char
a,
alpha_indices[16],
b,
block[16],
c0,
c1,
color_indices[16],
g,
index_prec,
index2_prec,
num_bits,
num_subsets,
partition_id,
r,
rotation,
selector_bit,
subset_indices[16],
weight;
magick_unreferenced(dds_info);
memset(alpha_indices,0,sizeof(alpha_indices));
memset(block,0,sizeof(block));
memset(color_indices,0,sizeof(color_indices));
memset(subset_indices,0,sizeof(subset_indices));
for (y = 0; y < (ssize_t) image->rows; y += 4)
{
for (x = 0; x < (ssize_t) image->columns; x += 4)
{
/* Get 4x4 patch of pixels to write on */
q=QueueAuthenticPixels(image,x,y,MagickMin(4,image->columns-x),
MagickMin(4,image->rows-y),exception);
if (q == (Quantum *) NULL)
return(MagickFalse);
/* Read 16 bytes of data from the image */
count=ReadBlob(image,16,block);
if (count != 16)
return(MagickFalse);
if (EOFBlob(image) != MagickFalse)
return(MagickFalse);
/* Get the mode of the block */
start_bit=0;
while (start_bit <= 8 && !GetBit(block, &start_bit)) {}
mode=start_bit-1;
if (mode > 7)
return(MagickFalse);
num_subsets=BC7_mode_info[mode].num_subsets;
partition_id=0;
/* only these modes have more than 1 subset */
if ((mode == 0) || (mode == 1) || (mode == 2) || (mode == 3) || (mode == 7))
{
partition_id=GetBits(block,&start_bit,BC7_mode_info[mode].partition_bits);
if (partition_id > 63)
return(MagickFalse);
}
rotation=0;
if ((mode == 4) || (mode == 5))
rotation=GetBits(block,&start_bit,2);
selector_bit=0;
if (mode == 4)
selector_bit=GetBit(block, &start_bit);
ReadEndpoints(&colors,block,mode,&start_bit);
index_prec=BC7_mode_info[mode].index_precision;
index2_prec=BC7_mode_info[mode].index2_precision;
if ((mode == 4) && (selector_bit == 1))
{
index_prec=3;
alpha_indices[0]=GetBit(block,&start_bit);
for (i = 1; i < 16; i++)
alpha_indices[i]=GetBits(block,&start_bit,2);
}
/* get color and subset indices */
for (i=0; i < 16; i++)
{
subset_indices[i]=GetSubsetIndex(num_subsets,partition_id,i);
num_bits=index_prec;
if (IsPixelAnchorIndex(subset_indices[i],num_subsets,i,partition_id))
num_bits--;
color_indices[i]=GetBits(block,&start_bit,num_bits);
}
/* get alpha indices if the block has it */
if ((mode == 5) || ((mode == 4) && (selector_bit == 0)))
{
alpha_indices[0]=GetBits(block,&start_bit,index2_prec - 1);
for (i=1; i < 16; i++)
alpha_indices[i]=GetBits(block,&start_bit,index2_prec);
}
/* Write the pixels */
for (i=0; i < 16; i++)
{
unsigned char
c2;
c0=2 * subset_indices[i];
c1=(2 * subset_indices[i]) + 1;
c2=color_indices[i];
weight=64;
/* Color Interpolation */
switch(index_prec)
{
case 2:
if (c2 < sizeof(BC7_weight2))
weight=BC7_weight2[c2];
break;
case 3:
if (c2 < sizeof(BC7_weight3))
weight=BC7_weight3[c2];
break;
default:
if (c2 < sizeof(BC7_weight4))
weight=BC7_weight4[c2];
}
r=((64 - weight) * colors.r[c0] + weight * colors.r[c1] + 32) >> 6;
g=((64 - weight) * colors.g[c0] + weight * colors.g[c1] + 32) >> 6;
b=((64 - weight) * colors.b[c0] + weight * colors.b[c1] + 32) >> 6;
a=((64 - weight) * colors.a[c0] + weight * colors.a[c1] + 32) >> 6;
/* Interpolate alpha for mode 4 and 5 blocks */
if (mode == 4 || mode == 5)
{
unsigned char
a0;
a0=alpha_indices[i];
if (a0 < sizeof(BC7_weight2))
weight=BC7_weight2[a0];
if ((mode == 4) && (selector_bit == 0) && (a0 < sizeof(BC7_weight3)))
weight=BC7_weight3[a0];
if ((c0 < sizeof(colors.a)) && (c1 < sizeof(colors.a)))
a=((64 - weight) * colors.a[c0] + weight * colors.a[c1] + 32) >> 6;
}
switch (rotation)
{
case 1:
Swap(a,r);
break;
case 2:
Swap(a,g);
break;
case 3:
Swap(a,b);
break;
}
SetPixelRed(image,ScaleCharToQuantum((unsigned char)r),q);
SetPixelGreen(image,ScaleCharToQuantum((unsigned char)g),q);
SetPixelBlue(image,ScaleCharToQuantum((unsigned char)b),q);
SetPixelAlpha(image,ScaleCharToQuantum((unsigned char)a),q);
q+=GetPixelChannels(image);
}
if (SyncAuthenticPixels(image,exception) == MagickFalse)
return(MagickFalse);
}
if (EOFBlob(image) != MagickFalse)
return(MagickFalse);
}
return(MagickTrue);
}
static MagickBooleanType ReadBC7(const ImageInfo *image_info,Image *image,
const DDSInfo *dds_info,const MagickBooleanType read_mipmaps,
ExceptionInfo *exception)
{
if (ReadBC7Pixels(image,dds_info,exception) == MagickFalse)
return(MagickFalse);
if (read_mipmaps != MagickFalse)
return(ReadMipmaps(image_info,image,dds_info,ReadBC7Pixels,exception));
else
return(SkipDXTMipmaps(image,dds_info,16,exception));
}
static MagickBooleanType ReadUncompressedRGBPixels(Image *image,
const DDSInfo *dds_info,ExceptionInfo *exception)
{
Quantum
*q;
ssize_t
x,
y;
unsigned short
color;
for (y = 0; y < (ssize_t) image->rows; y++)
{
q=QueueAuthenticPixels(image,0,y,image->columns,1,exception);
if (q == (Quantum *) NULL)
return(MagickFalse);
for (x = 0; x < (ssize_t) image->columns; x++)
{
if (dds_info->pixelformat.rgb_bitcount == 8 ||
dds_info->extFormat == DXGI_FORMAT_R8_UNORM)
SetPixelGray(image,ScaleCharToQuantum(ReadBlobByte(image)),q);
else if (dds_info->pixelformat.rgb_bitcount == 16 ||
dds_info->extFormat == DXGI_FORMAT_B5G6R5_UNORM)
{
color=ReadBlobShort(image);
SetPixelRed(image,ScaleCharToQuantum((unsigned char)
(((color >> 11)/31.0)*255)),q);
SetPixelGreen(image,ScaleCharToQuantum((unsigned char)
((((unsigned short)(color << 5) >> 10)/63.0)*255)),q);
SetPixelBlue(image,ScaleCharToQuantum((unsigned char)
((((unsigned short)(color << 11) >> 11)/31.0)*255)),q);
}
else
{
SetPixelBlue(image,ScaleCharToQuantum((unsigned char)
ReadBlobByte(image)),q);
SetPixelGreen(image,ScaleCharToQuantum((unsigned char)
ReadBlobByte(image)),q);
SetPixelRed(image,ScaleCharToQuantum((unsigned char)
ReadBlobByte(image)),q);
if (dds_info->pixelformat.rgb_bitcount == 32 ||
dds_info->extFormat == DXGI_FORMAT_B8G8R8X8_UNORM)
(void) ReadBlobByte(image);
}
q+=GetPixelChannels(image);
}
if (SyncAuthenticPixels(image,exception) == MagickFalse)
return(MagickFalse);
if (EOFBlob(image) != MagickFalse)
return(MagickFalse);
}
return(MagickTrue);
}
/*
Skip the mipmap images for uncompressed (RGB or RGBA) dds files
*/
static MagickBooleanType SkipRGBMipmaps(Image *image,const DDSInfo *dds_info,
int pixel_size,ExceptionInfo *exception)
{
/*
Only skip mipmaps for textures and cube maps
*/
if (EOFBlob(image) != MagickFalse)
{
ThrowFileException(exception,CorruptImageError,"UnexpectedEndOfFile",
image->filename);
return(MagickFalse);
}
if (dds_info->ddscaps1 & DDSCAPS_MIPMAP
&& (dds_info->ddscaps1 & DDSCAPS_TEXTURE
|| dds_info->ddscaps2 & DDSCAPS2_CUBEMAP))
{
MagickOffsetType
offset;
ssize_t
i;
size_t
h,
w;
w=DIV2(dds_info->width);
h=DIV2(dds_info->height);
/*
Mipmapcount includes the main image, so start from one
*/
for (i=1; (i < (ssize_t) dds_info->mipmapcount) && w && h; i++)
{
offset=(MagickOffsetType)w*h*pixel_size;
if (SeekBlob(image,offset,SEEK_CUR) < 0)
break;
w=DIV2(w);
h=DIV2(h);
if ((w == 1) && (h == 1))
break;
}
}
return(MagickTrue);
}
static MagickBooleanType ReadUncompressedRGB(const ImageInfo *image_info,
Image *image,const DDSInfo *dds_info,const MagickBooleanType read_mipmaps,
ExceptionInfo *exception)
{
if (dds_info->pixelformat.rgb_bitcount == 8 ||
dds_info->extFormat == DXGI_FORMAT_R8_UNORM)
(void) SetImageType(image,GrayscaleType,exception);
else if (dds_info->pixelformat.rgb_bitcount == 16 && !IsBitMask(
dds_info->pixelformat,0xf800,0x07e0,0x001f,0x0000))
ThrowBinaryException(CorruptImageError,"ImageTypeNotSupported",
image->filename);
if (ReadUncompressedRGBPixels(image,dds_info,exception) == MagickFalse)
return(MagickFalse);
if (read_mipmaps != MagickFalse)
return(ReadMipmaps(image_info,image,dds_info,ReadUncompressedRGBPixels,
exception));
else
return(SkipRGBMipmaps(image,dds_info,3,exception));
}
static MagickBooleanType ReadUncompressedRGBAPixels(Image *image,
const DDSInfo *dds_info,ExceptionInfo *exception)
{
Quantum
*q;
ssize_t
alphaBits,
x,
y;
unsigned short
color;
alphaBits=0;
if (dds_info->pixelformat.rgb_bitcount == 16)
{
if (IsBitMask(dds_info->pixelformat,0x7c00,0x03e0,0x001f,0x8000))
alphaBits=1;
else if (IsBitMask(dds_info->pixelformat,0x00ff,0x00ff,0x00ff,0xff00))
{
alphaBits=2;
(void) SetImageType(image,GrayscaleAlphaType,exception);
}
else if (IsBitMask(dds_info->pixelformat,0x0f00,0x00f0,0x000f,0xf000))
alphaBits=4;
else
ThrowBinaryException(CorruptImageError,"ImageTypeNotSupported",
image->filename);
}
if (dds_info->extFormat == DXGI_FORMAT_B5G5R5A1_UNORM)
alphaBits=1;
for (y = 0; y < (ssize_t) image->rows; y++)
{
q = QueueAuthenticPixels(image, 0, y, image->columns, 1,exception);
if (q == (Quantum *) NULL)
return(MagickFalse);
for (x = 0; x < (ssize_t) image->columns; x++)
{
if (dds_info->pixelformat.rgb_bitcount == 16 ||
dds_info->extFormat == DXGI_FORMAT_B5G5R5A1_UNORM)
{
color=ReadBlobShort(image);
if (alphaBits == 1)
{
SetPixelAlpha(image,(color & (1 << 15)) ? QuantumRange : 0,q);
SetPixelRed(image,ScaleCharToQuantum((unsigned char)
((((unsigned short)(color << 1) >> 11)/31.0)*255)),q);
SetPixelGreen(image,ScaleCharToQuantum((unsigned char)
((((unsigned short)(color << 6) >> 11)/31.0)*255)),q);
SetPixelBlue(image,ScaleCharToQuantum((unsigned char)
((((unsigned short)(color << 11) >> 11)/31.0)*255)),q);
}
else if (alphaBits == 2)
{
SetPixelAlpha(image,ScaleCharToQuantum((unsigned char)
(color >> 8)),q);
SetPixelGray(image,ScaleCharToQuantum((unsigned char)color),q);
}
else
{
SetPixelAlpha(image,ScaleCharToQuantum((unsigned char)
(((color >> 12)/15.0)*255)),q);
SetPixelRed(image,ScaleCharToQuantum((unsigned char)
((((unsigned short)(color << 4) >> 12)/15.0)*255)),q);
SetPixelGreen(image,ScaleCharToQuantum((unsigned char)
((((unsigned short)(color << 8) >> 12)/15.0)*255)),q);
SetPixelBlue(image,ScaleCharToQuantum((unsigned char)
((((unsigned short)(color << 12) >> 12)/15.0)*255)),q);
}
}
else if (dds_info->extFormat == DXGI_FORMAT_R8G8B8A8_UNORM ||
IsBitMask(dds_info->pixelformat,0x000000ff,0x0000ff00,0x00ff0000,0xff000000))
{
SetPixelRed(image,ScaleCharToQuantum((unsigned char)
ReadBlobByte(image)),q);
SetPixelGreen(image,ScaleCharToQuantum((unsigned char)
ReadBlobByte(image)),q);
SetPixelBlue(image,ScaleCharToQuantum((unsigned char)
ReadBlobByte(image)),q);
SetPixelAlpha(image,ScaleCharToQuantum((unsigned char)
ReadBlobByte(image)),q);
}
else
{
SetPixelBlue(image,ScaleCharToQuantum((unsigned char)
ReadBlobByte(image)),q);
SetPixelGreen(image,ScaleCharToQuantum((unsigned char)
ReadBlobByte(image)),q);
SetPixelRed(image,ScaleCharToQuantum((unsigned char)
ReadBlobByte(image)),q);
SetPixelAlpha(image,ScaleCharToQuantum((unsigned char)
ReadBlobByte(image)),q);
}
q+=GetPixelChannels(image);
}
if (SyncAuthenticPixels(image,exception) == MagickFalse)
return(MagickFalse);
if (EOFBlob(image) != MagickFalse)
return(MagickFalse);
}
return(MagickTrue);
}
static MagickBooleanType ReadUncompressedRGBA(const ImageInfo *image_info,
Image *image,const DDSInfo *dds_info,const MagickBooleanType read_mipmaps,
ExceptionInfo *exception)
{
if (ReadUncompressedRGBAPixels(image,dds_info,exception) == MagickFalse)
return(MagickFalse);
if (read_mipmaps != MagickFalse)
return(ReadMipmaps(image_info,image,dds_info,ReadUncompressedRGBAPixels,
exception));
else
return(SkipRGBMipmaps(image,dds_info,4,exception));
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
% R e a d D D S I m a g e %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% ReadDDSImage() reads a DirectDraw Surface image file and returns it. It
% allocates the memory necessary for the new Image structure and returns a
% pointer to the new image.
%
% The format of the ReadDDSImage method is:
%
% Image *ReadDDSImage(const ImageInfo *image_info,ExceptionInfo *exception)
%
% A description of each parameter follows:
%
% o image_info: The image info.
%
% o exception: return any errors or warnings in this structure.
%
*/
static Image *ReadDDSImage(const ImageInfo *image_info,ExceptionInfo *exception)
{
const char
*option;
CompressionType
compression;
DDSInfo
dds_info;
DDSDecoder
*decoder;
Image
*image;
MagickBooleanType
status,
cubemap,
volume,
read_mipmaps;
PixelTrait
alpha_trait;
size_t
n,
num_images;
/*
Open image file.
*/
assert(image_info != (const ImageInfo *) NULL);
assert(image_info->signature == MagickCoreSignature);
if (image_info->debug != MagickFalse)
(void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",
image_info->filename);
assert(exception != (ExceptionInfo *) NULL);
assert(exception->signature == MagickCoreSignature);
cubemap=MagickFalse,
volume=MagickFalse,
read_mipmaps=MagickFalse;
image=AcquireImage(image_info,exception);
status=OpenBlob(image_info,image,ReadBinaryBlobMode,exception);
if (status == MagickFalse)
{
image=DestroyImageList(image);
return((Image *) NULL);
}
/*
Initialize image structure.
*/
if (ReadDDSInfo(image, &dds_info) != MagickTrue)
ThrowReaderException(CorruptImageError,"ImproperImageHeader");
if (dds_info.ddscaps2 & DDSCAPS2_CUBEMAP)
cubemap = MagickTrue;
if (dds_info.ddscaps2 & DDSCAPS2_VOLUME && dds_info.depth > 0)
volume = MagickTrue;
/*
Determine pixel format
*/
if (dds_info.pixelformat.flags & DDPF_RGB)
{
compression = NoCompression;
if (dds_info.pixelformat.flags & DDPF_ALPHAPIXELS)
{
alpha_trait = BlendPixelTrait;
decoder = ReadUncompressedRGBA;
}
else
{
alpha_trait = UndefinedPixelTrait;
decoder = ReadUncompressedRGB;
}
}
else if (dds_info.pixelformat.flags & DDPF_LUMINANCE)
{
compression = NoCompression;
if (dds_info.pixelformat.flags & DDPF_ALPHAPIXELS)
{
/* Not sure how to handle this */
ThrowReaderException(CorruptImageError, "ImageTypeNotSupported");
}
else
{
alpha_trait = UndefinedPixelTrait;
decoder = ReadUncompressedRGB;
}
}
else if (dds_info.pixelformat.flags & DDPF_FOURCC)
{
switch (dds_info.pixelformat.fourcc)
{
case FOURCC_DXT1:
{
alpha_trait = UndefinedPixelTrait;
compression = DXT1Compression;
decoder = ReadDXT1;
break;
}
case FOURCC_DXT3:
{
alpha_trait = BlendPixelTrait;
compression = DXT3Compression;
decoder = ReadDXT3;
break;
}
case FOURCC_DXT5:
{
alpha_trait = BlendPixelTrait;
compression = DXT5Compression;
decoder = ReadDXT5;
break;
}
case FOURCC_DX10:
{
if (dds_info.extDimension != DDSEXT_DIMENSION_TEX2D)
{
ThrowReaderException(CorruptImageError, "ImageTypeNotSupported");
}
switch (dds_info.extFormat)
{
case DXGI_FORMAT_R8_UNORM:
{
compression = NoCompression;
alpha_trait = UndefinedPixelTrait;
decoder = ReadUncompressedRGB;
break;
}
case DXGI_FORMAT_B5G6R5_UNORM:
{
compression = NoCompression;
alpha_trait = UndefinedPixelTrait;
decoder = ReadUncompressedRGB;
break;
}
case DXGI_FORMAT_B5G5R5A1_UNORM:
{
compression = NoCompression;
alpha_trait = BlendPixelTrait;
decoder = ReadUncompressedRGBA;
break;
}
case DXGI_FORMAT_B8G8R8A8_UNORM:
{
compression = NoCompression;
alpha_trait = BlendPixelTrait;
decoder = ReadUncompressedRGBA;
break;
}
case DXGI_FORMAT_R8G8B8A8_UNORM:
{
compression = NoCompression;
alpha_trait = BlendPixelTrait;
decoder = ReadUncompressedRGBA;
break;
}
case DXGI_FORMAT_B8G8R8X8_UNORM:
{
compression = NoCompression;
alpha_trait = UndefinedPixelTrait;
decoder = ReadUncompressedRGB;
break;
}
case DXGI_FORMAT_BC1_UNORM:
{
alpha_trait = UndefinedPixelTrait;
compression = DXT1Compression;
decoder = ReadDXT1;
break;
}
case DXGI_FORMAT_BC2_UNORM:
{
alpha_trait = BlendPixelTrait;
compression = DXT3Compression;
decoder = ReadDXT3;
break;
}
case DXGI_FORMAT_BC3_UNORM:
{
alpha_trait = BlendPixelTrait;
compression = DXT5Compression;
decoder = ReadDXT5;
break;
}
case DXGI_FORMAT_BC7_UNORM:
case DXGI_FORMAT_BC7_UNORM_SRGB:
{
alpha_trait = BlendPixelTrait;
compression = BC7Compression;
decoder = ReadBC7;
break;
}
default:
{
/* Unknown format */
ThrowReaderException(CorruptImageError, "ImageTypeNotSupported");
}
}
if (dds_info.extFlags & DDSEXTFLAGS_CUBEMAP)
cubemap = MagickTrue;
num_images = dds_info.extArraySize;
break;
}
default:
{
/* Unknown FOURCC */
ThrowReaderException(CorruptImageError, "ImageTypeNotSupported");
}
}
}
else
{
/* Neither compressed nor uncompressed... thus unsupported */
ThrowReaderException(CorruptImageError, "ImageTypeNotSupported");
}
num_images = 1;
if (cubemap)
{
/*
Determine number of faces defined in the cubemap
*/
num_images = 0;
if (dds_info.ddscaps2 & DDSCAPS2_CUBEMAP_POSITIVEX) num_images++;
if (dds_info.ddscaps2 & DDSCAPS2_CUBEMAP_NEGATIVEX) num_images++;
if (dds_info.ddscaps2 & DDSCAPS2_CUBEMAP_POSITIVEY) num_images++;
if (dds_info.ddscaps2 & DDSCAPS2_CUBEMAP_NEGATIVEY) num_images++;
if (dds_info.ddscaps2 & DDSCAPS2_CUBEMAP_POSITIVEZ) num_images++;
if (dds_info.ddscaps2 & DDSCAPS2_CUBEMAP_NEGATIVEZ) num_images++;
}
if (volume)
num_images = dds_info.depth;
if ((num_images == 0) || (num_images > GetBlobSize(image)))
ThrowReaderException(CorruptImageError,"ImproperImageHeader");
if (AcquireMagickResource(ListLengthResource,num_images) == MagickFalse)
ThrowReaderException(ResourceLimitError,"ListLengthExceedsLimit");
option=GetImageOption(image_info,"dds:skip-mipmaps");
if (IsStringFalse(option) != MagickFalse)
read_mipmaps=MagickTrue;
for (n = 0; n < num_images; n++)
{
if (n != 0)
{
/* Start a new image */
if (EOFBlob(image) != MagickFalse)
ThrowReaderException(CorruptImageError,"UnexpectedEndOfFile");
AcquireNextImage(image_info,image,exception);
if (GetNextImageInList(image) == (Image *) NULL)
return(DestroyImageList(image));
image=SyncNextImageInList(image);
}
image->alpha_trait=alpha_trait;
image->compression=compression;
image->columns=dds_info.width;
image->rows=dds_info.height;
image->storage_class=DirectClass;
image->endian=LSBEndian;
image->depth=8;
if (image_info->ping != MagickFalse)
{
(void) CloseBlob(image);
return(GetFirstImageInList(image));
}
status=SetImageExtent(image,image->columns,image->rows,exception);
if (status == MagickFalse)
return(DestroyImageList(image));
(void) SetImageBackgroundColor(image,exception);
status=(decoder)(image_info,image,&dds_info,read_mipmaps,exception);
if (status == MagickFalse)
{
(void) CloseBlob(image);
if (n == 0)
return(DestroyImageList(image));
return(GetFirstImageInList(image));
}
}
(void) CloseBlob(image);
return(GetFirstImageInList(image));
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
% R e g i s t e r D D S I m a g e %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% RegisterDDSImage() adds attributes for the DDS image format to
% the list of supported formats. The attributes include the image format
% tag, a method to read and/or write the format, whether the format
% supports the saving of more than one frame to the same file or blob,
% whether the format supports native in-memory I/O, and a brief
% description of the format.
%
% The format of the RegisterDDSImage method is:
%
% RegisterDDSImage(void)
%
*/
ModuleExport size_t RegisterDDSImage(void)
{
MagickInfo
*entry;
entry = AcquireMagickInfo("DDS","DDS","Microsoft DirectDraw Surface");
entry->decoder = (DecodeImageHandler *) ReadDDSImage;
entry->encoder = (EncodeImageHandler *) WriteDDSImage;
entry->magick = (IsImageFormatHandler *) IsDDS;
entry->flags|=CoderDecoderSeekableStreamFlag;
(void) RegisterMagickInfo(entry);
entry = AcquireMagickInfo("DDS","DXT1","Microsoft DirectDraw Surface");
entry->decoder = (DecodeImageHandler *) ReadDDSImage;
entry->encoder = (EncodeImageHandler *) WriteDDSImage;
entry->magick = (IsImageFormatHandler *) IsDDS;
entry->flags|=CoderDecoderSeekableStreamFlag;
(void) RegisterMagickInfo(entry);
entry = AcquireMagickInfo("DDS","DXT5","Microsoft DirectDraw Surface");
entry->decoder = (DecodeImageHandler *) ReadDDSImage;
entry->encoder = (EncodeImageHandler *) WriteDDSImage;
entry->magick = (IsImageFormatHandler *) IsDDS;
entry->flags|=CoderDecoderSeekableStreamFlag;
(void) RegisterMagickInfo(entry);
return(MagickImageCoderSignature);
}
static void RemapIndices(const ssize_t *map, const unsigned char *source,
unsigned char *target)
{
ssize_t
i;
for (i = 0; i < 16; i++)
{
if (map[i] == -1)
target[i] = 3;
else
target[i] = source[map[i]];
}
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
% U n r e g i s t e r D D S I m a g e %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% UnregisterDDSImage() removes format registrations made by the
% DDS module from the list of supported formats.
%
% The format of the UnregisterDDSImage method is:
%
% UnregisterDDSImage(void)
%
*/
ModuleExport void UnregisterDDSImage(void)
{
(void) UnregisterMagickInfo("DDS");
(void) UnregisterMagickInfo("DXT1");
(void) UnregisterMagickInfo("DXT5");
}
/*
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% %
% %
% %
% W r i t e D D S I m a g e %
% %
% %
% %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% WriteDDSImage() writes a DirectDraw Surface image file in the DXT5 format.
%
% The format of the WriteDDSImage method is:
%
% MagickBooleanType WriteDDSImage(const ImageInfo *image_info,Image *image)
%
% A description of each parameter follows.
%
% o image_info: the image info.
%
% o image: The image.
%
*/
static size_t CompressAlpha(const size_t min, const size_t max,
const size_t steps, const ssize_t *alphas, unsigned char* indices)
{
unsigned char
codes[8];
ssize_t
i;
size_t
error,
index,
j,
least,
value;
codes[0] = (unsigned char) min;
codes[1] = (unsigned char) max;
codes[6] = 0;
codes[7] = 255;
for (i=1; i < (ssize_t) steps; i++)
codes[i+1] = (unsigned char) (((steps-i)*min + i*max) / steps);
error = 0;
for (i=0; i<16; i++)
{
if (alphas[i] == -1)
{
indices[i] = 0;
continue;
}
value = alphas[i];
least = SIZE_MAX;
index = 0;
for (j=0; j<8; j++)
{
size_t
dist;
dist = value - (size_t)codes[j];
dist *= dist;
if (dist < least)
{
least = dist;
index = j;
}
}
indices[i] = (unsigned char)index;
error += least;
}
return error;
}
static MagickBooleanType ConstructOrdering(const size_t count,
const DDSVector4 *points, const DDSVector3 axis, DDSVector4 *pointsWeights,
DDSVector4 *xSumwSum, unsigned char *order, size_t iteration)
{
float
dps[16],
f;
ssize_t
i;
size_t
j;
unsigned char
c,
*o,
*p;
o = order + (16*iteration);
for (i=0; i < (ssize_t) count; i++)
{
dps[i] = Dot(points[i],axis);
o[i] = (unsigned char)i;
}
for (i=0; i < (ssize_t) count; i++)
{
for (j=i; j > 0 && dps[j] < dps[j - 1]; j--)
{
f = dps[j];
dps[j] = dps[j - 1];
dps[j - 1] = f;
c = o[j];
o[j] = o[j - 1];
o[j - 1] = c;
}
}
for (i=0; i < (ssize_t) iteration; i++)
{
MagickBooleanType
same;
p = order + (16*i);
same = MagickTrue;
for (j=0; j < count; j++)
{
if (o[j] != p[j])
{
same = MagickFalse;
break;
}
}
if (same != MagickFalse)
return MagickFalse;
}
xSumwSum->x = 0;
xSumwSum->y = 0;
xSumwSum->z = 0;
xSumwSum->w = 0;
for (i=0; i < (ssize_t) count; i++)
{
DDSVector4
v;
j = (size_t) o[i];
v.x = points[j].w * points[j].x;
v.y = points[j].w * points[j].y;
v.z = points[j].w * points[j].z;
v.w = points[j].w * 1.0f;
VectorCopy44(v,&pointsWeights[i]);
VectorAdd(*xSumwSum,v,xSumwSum);
}
return MagickTrue;
}
static void CompressClusterFit(const size_t count,
const DDSVector4 *points, const ssize_t *map, const DDSVector3 principle,
const DDSVector4 metric, DDSVector3 *start, DDSVector3* end,
unsigned char *indices)
{
DDSVector3
axis;
DDSVector4
grid,
gridrcp,
half,
onethird_onethird2,
pointsWeights[16],
two,
twonineths,
twothirds_twothirds2,
xSumwSum;
float
bestError = 1e+37f;
size_t
bestIteration = 0,
besti = 0,
bestj = 0,
bestk = 0,
iterationIndex;
ssize_t
i;
unsigned char
*o,
order[128],
unordered[16];
VectorInit(half,0.5f);
VectorInit(two,2.0f);
VectorInit(onethird_onethird2,1.0f/3.0f);
onethird_onethird2.w = 1.0f/9.0f;
VectorInit(twothirds_twothirds2,2.0f/3.0f);
twothirds_twothirds2.w = 4.0f/9.0f;
VectorInit(twonineths,2.0f/9.0f);
grid.x = 31.0f;
grid.y = 63.0f;
grid.z = 31.0f;
grid.w = 0.0f;
gridrcp.x = 1.0f/31.0f;
gridrcp.y = 1.0f/63.0f;
gridrcp.z = 1.0f/31.0f;
gridrcp.w = 0.0f;
xSumwSum.x = 0.0f;
xSumwSum.y = 0.0f;
xSumwSum.z = 0.0f;
xSumwSum.w = 0.0f;
ConstructOrdering(count,points,principle,pointsWeights,&xSumwSum,order,0);
for (iterationIndex = 0;;)
{
#if defined(MAGICKCORE_OPENMP_SUPPORT)
#pragma omp parallel for schedule(dynamic,1) \
num_threads(GetMagickResourceLimit(ThreadResource))
#endif
for (i=0; i < (ssize_t) count; i++)
{
DDSVector4
part0,
part1,
part2;
size_t
ii,
j,
k,
kmin;
VectorInit(part0,0.0f);
for(ii=0; ii < (size_t) i; ii++)
VectorAdd(pointsWeights[ii],part0,&part0);
VectorInit(part1,0.0f);
for (j=(size_t) i;;)
{
if (j == 0)
{
VectorCopy44(pointsWeights[0],&part2);
kmin = 1;
}
else
{
VectorInit(part2,0.0f);
kmin = j;
}
for (k=kmin;;)
{
DDSVector4
a,
alpha2_sum,
alphax_sum,
alphabeta_sum,
b,
beta2_sum,
betax_sum,
e1,
e2,
factor,
part3;
float
error;
VectorSubtract(xSumwSum,part2,&part3);
VectorSubtract(part3,part1,&part3);
VectorSubtract(part3,part0,&part3);
VectorMultiplyAdd(part1,twothirds_twothirds2,part0,&alphax_sum);
VectorMultiplyAdd(part2,onethird_onethird2,alphax_sum,&alphax_sum);
VectorInit(alpha2_sum,alphax_sum.w);
VectorMultiplyAdd(part2,twothirds_twothirds2,part3,&betax_sum);
VectorMultiplyAdd(part1,onethird_onethird2,betax_sum,&betax_sum);
VectorInit(beta2_sum,betax_sum.w);
VectorAdd(part1,part2,&alphabeta_sum);
VectorInit(alphabeta_sum,alphabeta_sum.w);
VectorMultiply(twonineths,alphabeta_sum,&alphabeta_sum);
VectorMultiply(alpha2_sum,beta2_sum,&factor);
VectorNegativeMultiplySubtract(alphabeta_sum,alphabeta_sum,factor,
&factor);
VectorReciprocal(factor,&factor);
VectorMultiply(alphax_sum,beta2_sum,&a);
VectorNegativeMultiplySubtract(betax_sum,alphabeta_sum,a,&a);
VectorMultiply(a,factor,&a);
VectorMultiply(betax_sum,alpha2_sum,&b);
VectorNegativeMultiplySubtract(alphax_sum,alphabeta_sum,b,&b);
VectorMultiply(b,factor,&b);
VectorClamp(&a);
VectorMultiplyAdd(grid,a,half,&a);
VectorTruncate(&a);
VectorMultiply(a,gridrcp,&a);
VectorClamp(&b);
VectorMultiplyAdd(grid,b,half,&b);
VectorTruncate(&b);
VectorMultiply(b,gridrcp,&b);
VectorMultiply(b,b,&e1);
VectorMultiply(e1,beta2_sum,&e1);
VectorMultiply(a,a,&e2);
VectorMultiplyAdd(e2,alpha2_sum,e1,&e1);
VectorMultiply(a,b,&e2);
VectorMultiply(e2,alphabeta_sum,&e2);
VectorNegativeMultiplySubtract(a,alphax_sum,e2,&e2);
VectorNegativeMultiplySubtract(b,betax_sum,e2,&e2);
VectorMultiplyAdd(two,e2,e1,&e2);
VectorMultiply(e2,metric,&e2);
error = e2.x + e2.y + e2.z;
if (error < bestError)
{
#if defined(MAGICKCORE_OPENMP_SUPPORT)
#pragma omp critical (DDS_CompressClusterFit)
#endif
{
if (error < bestError)
{
VectorCopy43(a,start);
VectorCopy43(b,end);
bestError = error;
besti = i;
bestj = j;
bestk = k;
bestIteration = iterationIndex;
}
}
}
if (k == count)
break;
VectorAdd(pointsWeights[k],part2,&part2);
k++;
}
if (j == count)
break;
VectorAdd(pointsWeights[j],part1,&part1);
j++;
}
}
if (bestIteration != iterationIndex)
break;
iterationIndex++;
if (iterationIndex == 8)
break;
VectorSubtract3(*end,*start,&axis);
if (ConstructOrdering(count,points,axis,pointsWeights,&xSumwSum,order,
iterationIndex) == MagickFalse)
break;
}
o = order + (16*bestIteration);
for (i=0; i < (ssize_t) besti; i++)
unordered[o[i]] = 0;
for (i=besti; i < (ssize_t) bestj; i++)
unordered[o[i]] = 2;
for (i=bestj; i < (ssize_t) bestk; i++)
unordered[o[i]] = 3;
for (i=bestk; i < (ssize_t) count; i++)
unordered[o[i]] = 1;
RemapIndices(map,unordered,indices);
}
static void CompressRangeFit(const size_t count,
const DDSVector4* points, const ssize_t *map, const DDSVector3 principle,
const DDSVector4 metric, DDSVector3 *start, DDSVector3 *end,
unsigned char *indices)
{
float
d,
bestDist,
max,
min,
val;
DDSVector3
codes[4],
grid,
gridrcp,
half,
dist;
ssize_t
i;
size_t
bestj,
j;
unsigned char
closest[16];
VectorInit3(half,0.5f);
grid.x = 31.0f;
grid.y = 63.0f;
grid.z = 31.0f;
gridrcp.x = 1.0f/31.0f;
gridrcp.y = 1.0f/63.0f;
gridrcp.z = 1.0f/31.0f;
if (count > 0)
{
VectorCopy43(points[0],start);
VectorCopy43(points[0],end);
min = max = Dot(points[0],principle);
for (i=1; i < (ssize_t) count; i++)
{
val = Dot(points[i],principle);
if (val < min)
{
VectorCopy43(points[i],start);
min = val;
}
else if (val > max)
{
VectorCopy43(points[i],end);
max = val;
}
}
}
VectorClamp3(start);
VectorMultiplyAdd3(grid,*start,half,start);
VectorTruncate3(start);
VectorMultiply3(*start,gridrcp,start);
VectorClamp3(end);
VectorMultiplyAdd3(grid,*end,half,end);
VectorTruncate3(end);
VectorMultiply3(*end,gridrcp,end);
codes[0] = *start;
codes[1] = *end;
codes[2].x = (start->x * (2.0f/3.0f)) + (end->x * (1.0f/3.0f));
codes[2].y = (start->y * (2.0f/3.0f)) + (end->y * (1.0f/3.0f));
codes[2].z = (start->z * (2.0f/3.0f)) + (end->z * (1.0f/3.0f));
codes[3].x = (start->x * (1.0f/3.0f)) + (end->x * (2.0f/3.0f));
codes[3].y = (start->y * (1.0f/3.0f)) + (end->y * (2.0f/3.0f));
codes[3].z = (start->z * (1.0f/3.0f)) + (end->z * (2.0f/3.0f));
for (i=0; i < (ssize_t) count; i++)
{
bestDist = 1e+37f;
bestj = 0;
for (j=0; j < 4; j++)
{
dist.x = (points[i].x - codes[j].x) * metric.x;
dist.y = (points[i].y - codes[j].y) * metric.y;
dist.z = (points[i].z - codes[j].z) * metric.z;
d = Dot(dist,dist);
if (d < bestDist)
{
bestDist = d;
bestj = j;
}
}
closest[i] = (unsigned char) bestj;
}
RemapIndices(map, closest, indices);
}
static void ComputeEndPoints(const DDSSingleColorLookup *lookup[],
const unsigned char *color, DDSVector3 *start, DDSVector3 *end,
unsigned char *index)
{
ssize_t
i;
size_t
c,
maxError = SIZE_MAX;
for (i=0; i < 2; i++)
{
const DDSSourceBlock*
sources[3];
size_t
error = 0;
for (c=0; c < 3; c++)
{
sources[c] = &lookup[c][color[c]].sources[i];
error += ((size_t) sources[c]->error) * ((size_t) sources[c]->error);
}
if (error > maxError)
continue;
start->x = (float) sources[0]->start / 31.0f;
start->y = (float) sources[1]->start / 63.0f;
start->z = (float) sources[2]->start / 31.0f;
end->x = (float) sources[0]->end / 31.0f;
end->y = (float) sources[1]->end / 63.0f;
end->z = (float) sources[2]->end / 31.0f;
*index = (unsigned char) (2*i);
maxError = error;
}
}
static void ComputePrincipleComponent(const float *covariance,
DDSVector3 *principle)
{
DDSVector4
row0,
row1,
row2,
v;
ssize_t
i;
row0.x = covariance[0];
row0.y = covariance[1];
row0.z = covariance[2];
row0.w = 0.0f;
row1.x = covariance[1];
row1.y = covariance[3];
row1.z = covariance[4];
row1.w = 0.0f;
row2.x = covariance[2];
row2.y = covariance[4];
row2.z = covariance[5];
row2.w = 0.0f;
VectorInit(v,1.0f);
for (i=0; i < 8; i++)
{
DDSVector4
w;
float
a;
w.x = row0.x * v.x;
w.y = row0.y * v.x;
w.z = row0.z * v.x;
w.w = row0.w * v.x;
w.x = (row1.x * v.y) + w.x;
w.y = (row1.y * v.y) + w.y;
w.z = (row1.z * v.y) + w.z;
w.w = (row1.w * v.y) + w.w;
w.x = (row2.x * v.z) + w.x;
w.y = (row2.y * v.z) + w.y;
w.z = (row2.z * v.z) + w.z;
w.w = (row2.w * v.z) + w.w;
a = (float) PerceptibleReciprocal(MagickMax(w.x,MagickMax(w.y,w.z)));
v.x = w.x * a;
v.y = w.y * a;
v.z = w.z * a;
v.w = w.w * a;
}
VectorCopy43(v,principle);
}
static void ComputeWeightedCovariance(const size_t count,
const DDSVector4 *points, float *covariance)
{
DDSVector3
centroid;
float
total;
size_t
i;
total = 0.0f;
VectorInit3(centroid,0.0f);
for (i=0; i < count; i++)
{
total += points[i].w;
centroid.x += (points[i].x * points[i].w);
centroid.y += (points[i].y * points[i].w);
centroid.z += (points[i].z * points[i].w);
}
if( total > 1.192092896e-07F)
{
centroid.x /= total;
centroid.y /= total;
centroid.z /= total;
}
for (i=0; i < 6; i++)
covariance[i] = 0.0f;
for (i = 0; i < count; i++)
{
DDSVector3
a,
b;
a.x = points[i].x - centroid.x;
a.y = points[i].y - centroid.y;
a.z = points[i].z - centroid.z;
b.x = points[i].w * a.x;
b.y = points[i].w * a.y;
b.z = points[i].w * a.z;
covariance[0] += a.x*b.x;
covariance[1] += a.x*b.y;
covariance[2] += a.x*b.z;
covariance[3] += a.y*b.y;
covariance[4] += a.y*b.z;
covariance[5] += a.z*b.z;
}
}
static void WriteAlphas(Image *image, const ssize_t *alphas, size_t min5,
size_t max5, size_t min7, size_t max7)
{
ssize_t
i;
size_t
err5,
err7,
j;
unsigned char
indices5[16],
indices7[16];
FixRange(min5,max5,5);
err5 = CompressAlpha(min5,max5,5,alphas,indices5);
FixRange(min7,max7,7);
err7 = CompressAlpha(min7,max7,7,alphas,indices7);
if (err7 < err5)
{
for (i=0; i < 16; i++)
{
unsigned char
index;
index = indices7[i];
if( index == 0 )
indices5[i] = 1;
else if (index == 1)
indices5[i] = 0;
else
indices5[i] = 9 - index;
}
min5 = max7;
max5 = min7;
}
(void) WriteBlobByte(image,(unsigned char) min5);
(void) WriteBlobByte(image,(unsigned char) max5);
for(i=0; i < 2; i++)
{
size_t
value = 0;
for (j=0; j < 8; j++)
{
size_t index = (size_t) indices5[j + i*8];
value |= ( index << 3*j );
}
for (j=0; j < 3; j++)
{
size_t byte = (value >> 8*j) & 0xff;
(void) WriteBlobByte(image,(unsigned char) byte);
}
}
}
static void WriteIndices(Image *image, const DDSVector3 start,
const DDSVector3 end, unsigned char *indices)
{
ssize_t
i;
size_t
a,
b;
unsigned char
remapped[16];
const unsigned char
*ind;
a = ColorTo565(start);
b = ColorTo565(end);
for (i=0; i<16; i++)
{
if( a < b )
remapped[i] = (indices[i] ^ 0x1) & 0x3;
else if( a == b )
remapped[i] = 0;
else
remapped[i] = indices[i];
}
if( a < b )
Swap(a,b);
(void) WriteBlobByte(image,(unsigned char) (a & 0xff));
(void) WriteBlobByte(image,(unsigned char) (a >> 8));
(void) WriteBlobByte(image,(unsigned char) (b & 0xff));
(void) WriteBlobByte(image,(unsigned char) (b >> 8));
for (i=0; i<4; i++)
{
ind = remapped + 4*i;
(void) WriteBlobByte(image,ind[0] | (ind[1] << 2) | (ind[2] << 4) |
(ind[3] << 6));
}
}
static void WriteCompressed(Image *image, const size_t count,
DDSVector4 *points, const ssize_t *map, const MagickBooleanType clusterFit)
{
float
covariance[16];
DDSVector3
end,
principle,
start;
DDSVector4
metric;
unsigned char
indices[16];
VectorInit(metric,1.0f);
VectorInit3(start,0.0f);
VectorInit3(end,0.0f);
ComputeWeightedCovariance(count,points,covariance);
ComputePrincipleComponent(covariance,&principle);
if ((clusterFit == MagickFalse) || (count == 0))
CompressRangeFit(count,points,map,principle,metric,&start,&end,indices);
else
CompressClusterFit(count,points,map,principle,metric,&start,&end,indices);
WriteIndices(image,start,end,indices);
}
static void WriteSingleColorFit(Image *image, const DDSVector4 *points,
const ssize_t *map)
{
DDSVector3
start,
end;
ssize_t
i;
unsigned char
color[3],
index,
indexes[16],
indices[16];
color[0] = (unsigned char) ClampToLimit(255.0f*points->x,255);
color[1] = (unsigned char) ClampToLimit(255.0f*points->y,255);
color[2] = (unsigned char) ClampToLimit(255.0f*points->z,255);
index=0;
ComputeEndPoints(DDS_LOOKUP,color,&start,&end,&index);
for (i=0; i< 16; i++)
indexes[i]=index;
RemapIndices(map,indexes,indices);
WriteIndices(image,start,end,indices);
}
static void WriteFourCC(Image *image, const size_t compression,
const MagickBooleanType clusterFit, const MagickBooleanType weightByAlpha,
ExceptionInfo *exception)
{
ssize_t
x;
ssize_t
i,
y,
bx,
by;
const Quantum
*p;
for (y=0; y < (ssize_t) image->rows; y+=4)
{
for (x=0; x < (ssize_t) image->columns; x+=4)
{
MagickBooleanType
match;
DDSVector4
point,
points[16];
size_t
count = 0,
max5 = 0,
max7 = 0,
min5 = 255,
min7 = 255,
columns = 4,
rows = 4;
ssize_t
alphas[16],
map[16];
unsigned char
alpha;
if (x + columns >= image->columns)
columns = image->columns - x;
if (y + rows >= image->rows)
rows = image->rows - y;
p=GetVirtualPixels(image,x,y,columns,rows,exception);
if (p == (const Quantum *) NULL)
break;
for (i=0; i<16; i++)
{
map[i] = -1;
alphas[i] = -1;
}
for (by=0; by < (ssize_t) rows; by++)
{
for (bx=0; bx < (ssize_t) columns; bx++)
{
if (compression == FOURCC_DXT5)
alpha = ScaleQuantumToChar(GetPixelAlpha(image,p));
else
alpha = 255;
if (compression == FOURCC_DXT5)
{
if (alpha < min7)
min7 = alpha;
if (alpha > max7)
max7 = alpha;
if (alpha != 0 && alpha < min5)
min5 = alpha;
if (alpha != 255 && alpha > max5)
max5 = alpha;
}
alphas[4*by + bx] = (size_t)alpha;
point.x = (float)ScaleQuantumToChar(GetPixelRed(image,p)) / 255.0f;
point.y = (float)ScaleQuantumToChar(GetPixelGreen(image,p)) / 255.0f;
point.z = (float)ScaleQuantumToChar(GetPixelBlue(image,p)) / 255.0f;
point.w = weightByAlpha ? (float)(alpha + 1) / 256.0f : 1.0f;
p+=GetPixelChannels(image);
match = MagickFalse;
for (i=0; i < (ssize_t) count; i++)
{
if ((points[i].x == point.x) &&
(points[i].y == point.y) &&
(points[i].z == point.z) &&
(alpha >= 128 || compression == FOURCC_DXT5))
{
points[i].w += point.w;
map[4*by + bx] = i;
match = MagickTrue;
break;
}
}
if (match != MagickFalse)
continue;
points[count].x = point.x;
points[count].y = point.y;
points[count].z = point.z;
points[count].w = point.w;
map[4*by + bx] = count;
count++;
}
}
for (i=0; i < (ssize_t) count; i++)
points[i].w = sqrt(points[i].w);
if (compression == FOURCC_DXT5)
WriteAlphas(image,alphas,min5,max5,min7,max7);
if (count == 1)
WriteSingleColorFit(image,points,map);
else
WriteCompressed(image,count,points,map,clusterFit);
}
}
}
static void WriteUncompressed(Image *image, ExceptionInfo *exception)
{
const Quantum
*p;
ssize_t
x;
ssize_t
y;
for (y=0; y < (ssize_t) image->rows; y++)
{
p=GetVirtualPixels(image,0,y,image->columns,1,exception);
if (p == (const Quantum *) NULL)
break;
for (x=0; x < (ssize_t) image->columns; x++)
{
(void) WriteBlobByte(image,ScaleQuantumToChar(GetPixelBlue(image,p)));
(void) WriteBlobByte(image,ScaleQuantumToChar(GetPixelGreen(image,p)));
(void) WriteBlobByte(image,ScaleQuantumToChar(GetPixelRed(image,p)));
if (image->alpha_trait != UndefinedPixelTrait)
(void) WriteBlobByte(image,ScaleQuantumToChar(GetPixelAlpha(image,p)));
p+=GetPixelChannels(image);
}
}
}
static void WriteImageData(Image *image, const size_t pixelFormat,
const size_t compression,const MagickBooleanType clusterFit,
const MagickBooleanType weightByAlpha, ExceptionInfo *exception)
{
if (pixelFormat == DDPF_FOURCC)
WriteFourCC(image,compression,clusterFit,weightByAlpha,exception);
else
WriteUncompressed(image,exception);
}
static MagickBooleanType WriteMipmaps(Image *image,const ImageInfo *image_info,
const size_t pixelFormat,const size_t compression,const size_t mipmaps,
const MagickBooleanType fromlist,const MagickBooleanType clusterFit,
const MagickBooleanType weightByAlpha,ExceptionInfo *exception)
{
const char
*option;
Image
*mipmap_image,
*resize_image;
MagickBooleanType
fast_mipmaps,
status;
ssize_t
i;
size_t
columns,
rows;
columns=DIV2(image->columns);
rows=DIV2(image->rows);
option=GetImageOption(image_info,"dds:fast-mipmaps");
fast_mipmaps=IsStringTrue(option);
mipmap_image=image;
resize_image=image;
status=MagickTrue;
for (i=0; i < (ssize_t) mipmaps; i++)
{
if (fromlist == MagickFalse)
{
mipmap_image=ResizeImage(resize_image,columns,rows,TriangleFilter,
exception);
if (mipmap_image == (Image *) NULL)
{
status=MagickFalse;
break;
}
}
else
{
mipmap_image=mipmap_image->next;
if ((mipmap_image->columns != columns) || (mipmap_image->rows != rows))
ThrowBinaryException(CoderError,"ImageColumnOrRowSizeIsNotSupported",
image->filename);
}
DestroyBlob(mipmap_image);
mipmap_image->blob=ReferenceBlob(image->blob);
WriteImageData(mipmap_image,pixelFormat,compression,weightByAlpha,
clusterFit,exception);
if (fromlist == MagickFalse)
{
if (fast_mipmaps == MagickFalse)
mipmap_image=DestroyImage(mipmap_image);
else
{
if (resize_image != image)
resize_image=DestroyImage(resize_image);
resize_image=mipmap_image;
}
}
columns=DIV2(columns);
rows=DIV2(rows);
}
if (resize_image != image)
resize_image=DestroyImage(resize_image);
return(status);
}
static void WriteDDSInfo(Image *image, const size_t pixelFormat,
const size_t compression, const size_t mipmaps)
{
char
software[MagickPathExtent];
ssize_t
i;
unsigned int
format,
caps,
flags;
flags=(unsigned int) (DDSD_CAPS | DDSD_WIDTH | DDSD_HEIGHT |
DDSD_PIXELFORMAT);
caps=(unsigned int) DDSCAPS_TEXTURE;
format=(unsigned int) pixelFormat;
if (format == DDPF_FOURCC)
flags=flags | DDSD_LINEARSIZE;
else
flags=flags | DDSD_PITCH;
if (mipmaps > 0)
{
flags=flags | (unsigned int) DDSD_MIPMAPCOUNT;
caps=caps | (unsigned int) (DDSCAPS_MIPMAP | DDSCAPS_COMPLEX);
}
if (format != DDPF_FOURCC && image->alpha_trait != UndefinedPixelTrait)
format=format | DDPF_ALPHAPIXELS;
(void) WriteBlob(image,4,(unsigned char *) "DDS ");
(void) WriteBlobLSBLong(image,124);
(void) WriteBlobLSBLong(image,flags);
(void) WriteBlobLSBLong(image,(unsigned int) image->rows);
(void) WriteBlobLSBLong(image,(unsigned int) image->columns);
if (pixelFormat == DDPF_FOURCC)
{
/* Compressed DDS requires linear compressed size of first image */
if (compression == FOURCC_DXT1)
(void) WriteBlobLSBLong(image,(unsigned int) (MagickMax(1,
(image->columns+3)/4)*MagickMax(1,(image->rows+3)/4)*8));
else /* DXT5 */
(void) WriteBlobLSBLong(image,(unsigned int) (MagickMax(1,
(image->columns+3)/4)*MagickMax(1,(image->rows+3)/4)*16));
}
else
{
/* Uncompressed DDS requires byte pitch of first image */
if (image->alpha_trait != UndefinedPixelTrait)
(void) WriteBlobLSBLong(image,(unsigned int) (image->columns * 4));
else
(void) WriteBlobLSBLong(image,(unsigned int) (image->columns * 3));
}
(void) WriteBlobLSBLong(image,0x00);
(void) WriteBlobLSBLong(image,(unsigned int) mipmaps+1);
(void) memset(software,0,sizeof(software));
(void) CopyMagickString(software,"IMAGEMAGICK",MagickPathExtent);
(void) WriteBlob(image,44,(unsigned char *) software);
(void) WriteBlobLSBLong(image,32);
(void) WriteBlobLSBLong(image,format);
if (pixelFormat == DDPF_FOURCC)
{
(void) WriteBlobLSBLong(image,(unsigned int) compression);
for(i=0;i < 5;i++) /* bitcount / masks */
(void) WriteBlobLSBLong(image,0x00);
}
else
{
(void) WriteBlobLSBLong(image,0x00);
if (image->alpha_trait != UndefinedPixelTrait)
{
(void) WriteBlobLSBLong(image,32);
(void) WriteBlobLSBLong(image,0xff0000);
(void) WriteBlobLSBLong(image,0xff00);
(void) WriteBlobLSBLong(image,0xff);
(void) WriteBlobLSBLong(image,0xff000000);
}
else
{
(void) WriteBlobLSBLong(image,24);
(void) WriteBlobLSBLong(image,0xff0000);
(void) WriteBlobLSBLong(image,0xff00);
(void) WriteBlobLSBLong(image,0xff);
(void) WriteBlobLSBLong(image,0x00);
}
}
(void) WriteBlobLSBLong(image,caps);
for(i=0;i < 4;i++) /* ddscaps2 + reserved region */
(void) WriteBlobLSBLong(image,0x00);
}
static MagickBooleanType WriteDDSImage(const ImageInfo *image_info,
Image *image, ExceptionInfo *exception)
{
const char
*option;
size_t
compression,
columns,
maxMipmaps,
mipmaps,
pixelFormat,
rows;
MagickBooleanType
clusterFit,
fromlist,
status,
weightByAlpha;
assert(image_info != (const ImageInfo *) NULL);
assert(image_info->signature == MagickCoreSignature);
assert(image != (Image *) NULL);
assert(image->signature == MagickCoreSignature);
if (image->debug != MagickFalse)
(void) LogMagickEvent(TraceEvent,GetMagickModule(),"%s",image->filename);
status=OpenBlob(image_info,image,WriteBinaryBlobMode,exception);
if (status == MagickFalse)
return(status);
if (IssRGBCompatibleColorspace(image->colorspace) == MagickFalse)
(void) TransformImageColorspace(image,sRGBColorspace,exception);
pixelFormat=DDPF_FOURCC;
compression=FOURCC_DXT5;
if (image->alpha_trait == UndefinedPixelTrait)
compression=FOURCC_DXT1;
if (LocaleCompare(image_info->magick,"dxt1") == 0)
compression=FOURCC_DXT1;
if (image_info->compression == DXT1Compression)
compression=FOURCC_DXT1;
else if (image_info->compression == NoCompression)
pixelFormat=DDPF_RGB;
option=GetImageOption(image_info,"dds:compression");
if (option != (char *) NULL)
{
if (LocaleCompare(option,"dxt1") == 0)
compression=FOURCC_DXT1;
if (LocaleCompare(option,"none") == 0)
pixelFormat=DDPF_RGB;
}
clusterFit=MagickFalse;
weightByAlpha=MagickFalse;
if (pixelFormat == DDPF_FOURCC)
{
option=GetImageOption(image_info,"dds:cluster-fit");
if (IsStringTrue(option) != MagickFalse)
{
clusterFit=MagickTrue;
if (compression != FOURCC_DXT1)
{
option=GetImageOption(image_info,"dds:weight-by-alpha");
if (IsStringTrue(option) != MagickFalse)
weightByAlpha=MagickTrue;
}
}
}
mipmaps=0;
fromlist=MagickFalse;
option=GetImageOption(image_info,"dds:mipmaps");
if (option != (char *) NULL)
{
if (LocaleNCompare(option,"fromlist",8) == 0)
{
Image
*next;
fromlist=MagickTrue;
next=image->next;
while(next != (Image *) NULL)
{
mipmaps++;
next=next->next;
}
}
}
if ((mipmaps == 0) &&
((image->columns & (image->columns - 1)) == 0) &&
((image->rows & (image->rows - 1)) == 0))
{
maxMipmaps=SIZE_MAX;
if (option != (char *) NULL)
maxMipmaps=StringToUnsignedLong(option);
if (maxMipmaps != 0)
{
columns=image->columns;
rows=image->rows;
while ((columns != 1 || rows != 1) && mipmaps != maxMipmaps)
{
columns=DIV2(columns);
rows=DIV2(rows);
mipmaps++;
}
}
}
option=GetImageOption(image_info,"dds:raw");
if (IsStringTrue(option) == MagickFalse)
WriteDDSInfo(image,pixelFormat,compression,mipmaps);
else
mipmaps=0;
WriteImageData(image,pixelFormat,compression,clusterFit,weightByAlpha,
exception);
if ((mipmaps > 0) && (WriteMipmaps(image,image_info,pixelFormat,compression,
mipmaps,fromlist,clusterFit,weightByAlpha,exception) == MagickFalse))
return(MagickFalse);
(void) CloseBlob(image);
return(MagickTrue);
}
|
pr39591-1.c | /* PR other/39591 */
/* { dg-do run } */
/* { dg-options "-O2" } */
extern void abort (void);
int err;
int
main (void)
{
#pragma omp parallel
{
int array[40];
int i;
for (i = 0; i < sizeof array / sizeof array[0]; i++)
array[i] = 0x55555555;
#pragma omp for schedule(dynamic)
for (i = 0; i < 50; i++)
#pragma omp task shared(array)
{
int j;
for (j = 0; j < sizeof array / sizeof array[0]; j++)
if (array[j] != 0x55555555)
#pragma omp atomic
err++;
}
}
if (err)
abort ();
return 0;
}
|
par_interp.c | /*BHEADER**********************************************************************
* Copyright (c) 2008, Lawrence Livermore National Security, LLC.
* Produced at the Lawrence Livermore National Laboratory.
* This file is part of HYPRE. See file COPYRIGHT for details.
*
* HYPRE is free software; you can redistribute it and/or modify it under the
* terms of the GNU Lesser General Public License (as published by the Free
* Software Foundation) version 2.1 dated February 1999.
*
* $Revision: 2.33 $
***********************************************************************EHEADER*/
#include "_hypre_parcsr_ls.h"
/*---------------------------------------------------------------------------
* hypre_BoomerAMGBuildInterp
*--------------------------------------------------------------------------*/
HYPRE_Int
hypre_BoomerAMGBuildInterp( hypre_ParCSRMatrix *A,
HYPRE_Int *CF_marker,
hypre_ParCSRMatrix *S,
HYPRE_Int *num_cpts_global,
HYPRE_Int num_functions,
HYPRE_Int *dof_func,
HYPRE_Int debug_flag,
double trunc_factor,
HYPRE_Int max_elmts,
HYPRE_Int *col_offd_S_to_A,
hypre_ParCSRMatrix **P_ptr)
{
MPI_Comm comm = hypre_ParCSRMatrixComm(A);
hypre_ParCSRCommPkg *comm_pkg = hypre_ParCSRMatrixCommPkg(A);
hypre_ParCSRCommHandle *comm_handle;
hypre_CSRMatrix *A_diag = hypre_ParCSRMatrixDiag(A);
double *A_diag_data = hypre_CSRMatrixData(A_diag);
HYPRE_Int *A_diag_i = hypre_CSRMatrixI(A_diag);
HYPRE_Int *A_diag_j = hypre_CSRMatrixJ(A_diag);
hypre_CSRMatrix *A_offd = hypre_ParCSRMatrixOffd(A);
double *A_offd_data = hypre_CSRMatrixData(A_offd);
HYPRE_Int *A_offd_i = hypre_CSRMatrixI(A_offd);
HYPRE_Int *A_offd_j = hypre_CSRMatrixJ(A_offd);
HYPRE_Int num_cols_A_offd = hypre_CSRMatrixNumCols(A_offd);
HYPRE_Int *col_map_offd = hypre_ParCSRMatrixColMapOffd(A);
hypre_CSRMatrix *S_diag = hypre_ParCSRMatrixDiag(S);
HYPRE_Int *S_diag_i = hypre_CSRMatrixI(S_diag);
HYPRE_Int *S_diag_j = hypre_CSRMatrixJ(S_diag);
hypre_CSRMatrix *S_offd = hypre_ParCSRMatrixOffd(S);
HYPRE_Int *S_offd_i = hypre_CSRMatrixI(S_offd);
HYPRE_Int *S_offd_j = hypre_CSRMatrixJ(S_offd);
hypre_ParCSRMatrix *P;
HYPRE_Int *col_map_offd_P;
HYPRE_Int *CF_marker_offd = NULL;
HYPRE_Int *dof_func_offd = NULL;
hypre_CSRMatrix *A_ext;
double *A_ext_data = NULL;
HYPRE_Int *A_ext_i = NULL;
HYPRE_Int *A_ext_j = NULL;
hypre_CSRMatrix *P_diag;
hypre_CSRMatrix *P_offd;
double *P_diag_data;
HYPRE_Int *P_diag_i;
HYPRE_Int *P_diag_j;
double *P_offd_data;
HYPRE_Int *P_offd_i;
HYPRE_Int *P_offd_j;
HYPRE_Int P_diag_size, P_offd_size;
HYPRE_Int *P_marker, *P_marker_offd;
HYPRE_Int jj_counter,jj_counter_offd;
HYPRE_Int *jj_count, *jj_count_offd;
HYPRE_Int jj_begin_row,jj_begin_row_offd;
HYPRE_Int jj_end_row,jj_end_row_offd;
HYPRE_Int start_indexing = 0; /* start indexing for P_data at 0 */
HYPRE_Int n_fine = hypre_CSRMatrixNumRows(A_diag);
HYPRE_Int strong_f_marker;
HYPRE_Int *fine_to_coarse;
HYPRE_Int *fine_to_coarse_offd;
HYPRE_Int *coarse_counter;
HYPRE_Int coarse_shift;
HYPRE_Int total_global_cpts;
HYPRE_Int num_cols_P_offd,my_first_cpt;
HYPRE_Int i,i1,i2;
HYPRE_Int j,jl,jj,jj1;
HYPRE_Int k,kc;
HYPRE_Int start;
HYPRE_Int sgn;
HYPRE_Int c_num;
double diagonal;
double sum;
double distribute;
double zero = 0.0;
double one = 1.0;
HYPRE_Int my_id;
HYPRE_Int num_procs;
HYPRE_Int num_threads;
HYPRE_Int num_sends;
HYPRE_Int index;
HYPRE_Int ns, ne, size, rest;
HYPRE_Int print_level = 0;
HYPRE_Int *int_buf_data;
HYPRE_Int col_1 = hypre_ParCSRMatrixFirstRowIndex(A);
HYPRE_Int local_numrows = hypre_CSRMatrixNumRows(A_diag);
HYPRE_Int col_n = col_1 + local_numrows;
double wall_time; /* for debugging instrumentation */
hypre_MPI_Comm_size(comm, &num_procs);
hypre_MPI_Comm_rank(comm,&my_id);
num_threads = hypre_NumThreads();
#ifdef HYPRE_NO_GLOBAL_PARTITION
my_first_cpt = num_cpts_global[0];
if (my_id == (num_procs -1)) total_global_cpts = num_cpts_global[1];
hypre_MPI_Bcast(&total_global_cpts, 1, HYPRE_MPI_INT, num_procs-1, comm);
#else
my_first_cpt = num_cpts_global[my_id];
total_global_cpts = num_cpts_global[num_procs];
#endif
/*-------------------------------------------------------------------
* Get the CF_marker data for the off-processor columns
*-------------------------------------------------------------------*/
if (debug_flag < 0)
{
debug_flag = -debug_flag;
print_level = 1;
}
if (debug_flag==4) wall_time = time_getWallclockSeconds();
if (num_cols_A_offd) CF_marker_offd = hypre_CTAlloc(HYPRE_Int, num_cols_A_offd);
if (num_functions > 1 && num_cols_A_offd)
dof_func_offd = hypre_CTAlloc(HYPRE_Int, num_cols_A_offd);
if (!comm_pkg)
{
hypre_MatvecCommPkgCreate(A);
comm_pkg = hypre_ParCSRMatrixCommPkg(A);
}
num_sends = hypre_ParCSRCommPkgNumSends(comm_pkg);
int_buf_data = hypre_CTAlloc(HYPRE_Int, hypre_ParCSRCommPkgSendMapStart(comm_pkg,
num_sends));
index = 0;
for (i = 0; i < num_sends; i++)
{
start = hypre_ParCSRCommPkgSendMapStart(comm_pkg, i);
for (j = start; j < hypre_ParCSRCommPkgSendMapStart(comm_pkg, i+1); j++)
int_buf_data[index++]
= CF_marker[hypre_ParCSRCommPkgSendMapElmt(comm_pkg,j)];
}
comm_handle = hypre_ParCSRCommHandleCreate( 11, comm_pkg, int_buf_data,
CF_marker_offd);
hypre_ParCSRCommHandleDestroy(comm_handle);
if (num_functions > 1)
{
index = 0;
for (i = 0; i < num_sends; i++)
{
start = hypre_ParCSRCommPkgSendMapStart(comm_pkg, i);
for (j=start; j < hypre_ParCSRCommPkgSendMapStart(comm_pkg, i+1); j++)
int_buf_data[index++]
= dof_func[hypre_ParCSRCommPkgSendMapElmt(comm_pkg,j)];
}
comm_handle = hypre_ParCSRCommHandleCreate( 11, comm_pkg, int_buf_data,
dof_func_offd);
hypre_ParCSRCommHandleDestroy(comm_handle);
}
if (debug_flag==4)
{
wall_time = time_getWallclockSeconds() - wall_time;
hypre_printf("Proc = %d Interp: Comm 1 CF_marker = %f\n",
my_id, wall_time);
fflush(NULL);
}
/*----------------------------------------------------------------------
* Get the ghost rows of A
*---------------------------------------------------------------------*/
if (debug_flag==4) wall_time = time_getWallclockSeconds();
if (num_procs > 1)
{
A_ext = hypre_ParCSRMatrixExtractBExt(A,A,1);
A_ext_i = hypre_CSRMatrixI(A_ext);
A_ext_j = hypre_CSRMatrixJ(A_ext);
A_ext_data = hypre_CSRMatrixData(A_ext);
}
index = 0;
for (i=0; i < num_cols_A_offd; i++)
{
for (j=A_ext_i[i]; j < A_ext_i[i+1]; j++)
{
k = A_ext_j[j];
if (k >= col_1 && k < col_n)
{
A_ext_j[index] = k - col_1;
A_ext_data[index++] = A_ext_data[j];
}
else
{
kc = hypre_BinarySearch(col_map_offd,k,num_cols_A_offd);
if (kc > -1)
{
A_ext_j[index] = -kc-1;
A_ext_data[index++] = A_ext_data[j];
}
}
}
A_ext_i[i] = index;
}
for (i = num_cols_A_offd; i > 0; i--)
A_ext_i[i] = A_ext_i[i-1];
if (num_procs > 1) A_ext_i[0] = 0;
if (debug_flag==4)
{
wall_time = time_getWallclockSeconds() - wall_time;
hypre_printf("Proc = %d Interp: Comm 2 Get A_ext = %f\n",
my_id, wall_time);
fflush(NULL);
}
/*-----------------------------------------------------------------------
* First Pass: Determine size of P and fill in fine_to_coarse mapping.
*-----------------------------------------------------------------------*/
/*-----------------------------------------------------------------------
* Intialize counters and allocate mapping vector.
*-----------------------------------------------------------------------*/
coarse_counter = hypre_CTAlloc(HYPRE_Int, num_threads);
jj_count = hypre_CTAlloc(HYPRE_Int, num_threads);
jj_count_offd = hypre_CTAlloc(HYPRE_Int, num_threads);
fine_to_coarse = hypre_CTAlloc(HYPRE_Int, n_fine);
#ifdef HYPRE_USING_OPENMP
#pragma omp parallel for private(i) HYPRE_SMP_SCHEDULE
#endif
for (i = 0; i < n_fine; i++) fine_to_coarse[i] = -1;
jj_counter = start_indexing;
jj_counter_offd = start_indexing;
/*-----------------------------------------------------------------------
* Loop over fine grid.
*-----------------------------------------------------------------------*/
/* RDF: this looks a little tricky, but doable */
#ifdef HYPRE_USING_OPENMP
#pragma omp parallel for private(i,j,i1,jj,ns,ne,size,rest) HYPRE_SMP_SCHEDULE
#endif
for (j = 0; j < num_threads; j++)
{
size = n_fine/num_threads;
rest = n_fine - size*num_threads;
if (j < rest)
{
ns = j*size+j;
ne = (j+1)*size+j+1;
}
else
{
ns = j*size+rest;
ne = (j+1)*size+rest;
}
for (i = ns; i < ne; i++)
{
/*--------------------------------------------------------------------
* If i is a C-point, interpolation is the identity. Also set up
* mapping vector.
*--------------------------------------------------------------------*/
if (CF_marker[i] >= 0)
{
jj_count[j]++;
fine_to_coarse[i] = coarse_counter[j];
coarse_counter[j]++;
}
/*--------------------------------------------------------------------
* If i is an F-point, interpolation is from the C-points that
* strongly influence i.
*--------------------------------------------------------------------*/
else
{
for (jj = S_diag_i[i]; jj < S_diag_i[i+1]; jj++)
{
i1 = S_diag_j[jj];
if (CF_marker[i1] >= 0)
{
jj_count[j]++;
}
}
if (num_procs > 1)
{
if (col_offd_S_to_A)
{
for (jj = S_offd_i[i]; jj < S_offd_i[i+1]; jj++)
{
i1 = col_offd_S_to_A[S_offd_j[jj]];
if (CF_marker_offd[i1] >= 0)
{
jj_count_offd[j]++;
}
}
}
else
{
for (jj = S_offd_i[i]; jj < S_offd_i[i+1]; jj++)
{
i1 = S_offd_j[jj];
if (CF_marker_offd[i1] >= 0)
{
jj_count_offd[j]++;
}
}
}
}
}
}
}
/*-----------------------------------------------------------------------
* Allocate arrays.
*-----------------------------------------------------------------------*/
for (i=0; i < num_threads-1; i++)
{
coarse_counter[i+1] += coarse_counter[i];
jj_count[i+1] += jj_count[i];
jj_count_offd[i+1] += jj_count_offd[i];
}
i = num_threads-1;
jj_counter = jj_count[i];
jj_counter_offd = jj_count_offd[i];
P_diag_size = jj_counter;
P_diag_i = hypre_CTAlloc(HYPRE_Int, n_fine+1);
P_diag_j = hypre_CTAlloc(HYPRE_Int, P_diag_size);
P_diag_data = hypre_CTAlloc(double, P_diag_size);
P_diag_i[n_fine] = jj_counter;
P_offd_size = jj_counter_offd;
P_offd_i = hypre_CTAlloc(HYPRE_Int, n_fine+1);
P_offd_j = hypre_CTAlloc(HYPRE_Int, P_offd_size);
P_offd_data = hypre_CTAlloc(double, P_offd_size);
/*-----------------------------------------------------------------------
* Intialize some stuff.
*-----------------------------------------------------------------------*/
jj_counter = start_indexing;
jj_counter_offd = start_indexing;
if (debug_flag==4)
{
wall_time = time_getWallclockSeconds() - wall_time;
hypre_printf("Proc = %d Interp: Internal work 1 = %f\n",
my_id, wall_time);
fflush(NULL);
}
/*-----------------------------------------------------------------------
* Send and receive fine_to_coarse info.
*-----------------------------------------------------------------------*/
if (debug_flag==4) wall_time = time_getWallclockSeconds();
fine_to_coarse_offd = hypre_CTAlloc(HYPRE_Int, num_cols_A_offd);
#ifdef HYPRE_USING_OPENMP
#pragma omp parallel for private(i,j,ns,ne,size,rest,coarse_shift) HYPRE_SMP_SCHEDULE
#endif
for (j = 0; j < num_threads; j++)
{
coarse_shift = 0;
if (j > 0) coarse_shift = coarse_counter[j-1];
size = n_fine/num_threads;
rest = n_fine - size*num_threads;
if (j < rest)
{
ns = j*size+j;
ne = (j+1)*size+j+1;
}
else
{
ns = j*size+rest;
ne = (j+1)*size+rest;
}
for (i = ns; i < ne; i++)
fine_to_coarse[i] += my_first_cpt+coarse_shift;
}
index = 0;
for (i = 0; i < num_sends; i++)
{
start = hypre_ParCSRCommPkgSendMapStart(comm_pkg, i);
for (j = start; j < hypre_ParCSRCommPkgSendMapStart(comm_pkg, i+1); j++)
int_buf_data[index++]
= fine_to_coarse[hypre_ParCSRCommPkgSendMapElmt(comm_pkg,j)];
}
comm_handle = hypre_ParCSRCommHandleCreate( 11, comm_pkg, int_buf_data,
fine_to_coarse_offd);
hypre_ParCSRCommHandleDestroy(comm_handle);
if (debug_flag==4)
{
wall_time = time_getWallclockSeconds() - wall_time;
hypre_printf("Proc = %d Interp: Comm 4 FineToCoarse = %f\n",
my_id, wall_time);
fflush(NULL);
}
if (debug_flag==4) wall_time = time_getWallclockSeconds();
#ifdef HYPRE_USING_OPENMP
#pragma omp parallel for private(i) HYPRE_SMP_SCHEDULE
#endif
for (i = 0; i < n_fine; i++) fine_to_coarse[i] -= my_first_cpt;
/*-----------------------------------------------------------------------
* Loop over fine grid points.
*-----------------------------------------------------------------------*/
#ifdef HYPRE_USING_OPENMP
#pragma omp parallel for private(i,j,jl,i1,i2,jj,jj1,ns,ne,size,rest,sum,diagonal,distribute,P_marker,P_marker_offd,strong_f_marker,jj_counter,jj_counter_offd,sgn,c_num,jj_begin_row,jj_end_row,jj_begin_row_offd,jj_end_row_offd) HYPRE_SMP_SCHEDULE
#endif
for (jl = 0; jl < num_threads; jl++)
{
size = n_fine/num_threads;
rest = n_fine - size*num_threads;
if (jl < rest)
{
ns = jl*size+jl;
ne = (jl+1)*size+jl+1;
}
else
{
ns = jl*size+rest;
ne = (jl+1)*size+rest;
}
jj_counter = 0;
if (jl > 0) jj_counter = jj_count[jl-1];
jj_counter_offd = 0;
if (jl > 0) jj_counter_offd = jj_count_offd[jl-1];
P_marker = hypre_CTAlloc(HYPRE_Int, n_fine);
if (num_cols_A_offd)
P_marker_offd = hypre_CTAlloc(HYPRE_Int, num_cols_A_offd);
else
P_marker_offd = NULL;
for (i = 0; i < n_fine; i++)
{
P_marker[i] = -1;
}
for (i = 0; i < num_cols_A_offd; i++)
{
P_marker_offd[i] = -1;
}
strong_f_marker = -2;
for (i = ns; i < ne; i++)
{
/*--------------------------------------------------------------------
* If i is a c-point, interpolation is the identity.
*--------------------------------------------------------------------*/
if (CF_marker[i] >= 0)
{
P_diag_i[i] = jj_counter;
P_diag_j[jj_counter] = fine_to_coarse[i];
P_diag_data[jj_counter] = one;
jj_counter++;
}
/*--------------------------------------------------------------------
* If i is an F-point, build interpolation.
*--------------------------------------------------------------------*/
else
{
/* Diagonal part of P */
P_diag_i[i] = jj_counter;
jj_begin_row = jj_counter;
for (jj = S_diag_i[i]; jj < S_diag_i[i+1]; jj++)
{
i1 = S_diag_j[jj];
/*--------------------------------------------------------------
* If neighbor i1 is a C-point, set column number in P_diag_j
* and initialize interpolation weight to zero.
*--------------------------------------------------------------*/
if (CF_marker[i1] >= 0)
{
P_marker[i1] = jj_counter;
P_diag_j[jj_counter] = fine_to_coarse[i1];
P_diag_data[jj_counter] = zero;
jj_counter++;
}
/*--------------------------------------------------------------
* If neighbor i1 is an F-point, mark it as a strong F-point
* whose connection needs to be distributed.
*--------------------------------------------------------------*/
else if (CF_marker[i1] != -3)
{
P_marker[i1] = strong_f_marker;
}
}
jj_end_row = jj_counter;
/* Off-Diagonal part of P */
P_offd_i[i] = jj_counter_offd;
jj_begin_row_offd = jj_counter_offd;
if (num_procs > 1)
{
if (col_offd_S_to_A)
{
for (jj = S_offd_i[i]; jj < S_offd_i[i+1]; jj++)
{
i1 = col_offd_S_to_A[S_offd_j[jj]];
/*-----------------------------------------------------------
* If neighbor i1 is a C-point, set column number in P_offd_j
* and initialize interpolation weight to zero.
*-----------------------------------------------------------*/
if (CF_marker_offd[i1] >= 0)
{
P_marker_offd[i1] = jj_counter_offd;
/*P_offd_j[jj_counter_offd] = fine_to_coarse_offd[i1];*/
P_offd_j[jj_counter_offd] = i1;
P_offd_data[jj_counter_offd] = zero;
jj_counter_offd++;
}
/*-----------------------------------------------------------
* If neighbor i1 is an F-point, mark it as a strong F-point
* whose connection needs to be distributed.
*-----------------------------------------------------------*/
else if (CF_marker_offd[i1] != -3)
{
P_marker_offd[i1] = strong_f_marker;
}
}
}
else
{
for (jj = S_offd_i[i]; jj < S_offd_i[i+1]; jj++)
{
i1 = S_offd_j[jj];
/*-----------------------------------------------------------
* If neighbor i1 is a C-point, set column number in P_offd_j
* and initialize interpolation weight to zero.
*-----------------------------------------------------------*/
if (CF_marker_offd[i1] >= 0)
{
P_marker_offd[i1] = jj_counter_offd;
/*P_offd_j[jj_counter_offd] = fine_to_coarse_offd[i1];*/
P_offd_j[jj_counter_offd] = i1;
P_offd_data[jj_counter_offd] = zero;
jj_counter_offd++;
}
/*-----------------------------------------------------------
* If neighbor i1 is an F-point, mark it as a strong F-point
* whose connection needs to be distributed.
*-----------------------------------------------------------*/
else if (CF_marker_offd[i1] != -3)
{
P_marker_offd[i1] = strong_f_marker;
}
}
}
}
jj_end_row_offd = jj_counter_offd;
diagonal = A_diag_data[A_diag_i[i]];
/* Loop over ith row of A. First, the diagonal part of A */
for (jj = A_diag_i[i]+1; jj < A_diag_i[i+1]; jj++)
{
i1 = A_diag_j[jj];
/*--------------------------------------------------------------
* Case 1: neighbor i1 is a C-point and strongly influences i,
* accumulate a_{i,i1} into the interpolation weight.
*--------------------------------------------------------------*/
if (P_marker[i1] >= jj_begin_row)
{
P_diag_data[P_marker[i1]] += A_diag_data[jj];
}
/*--------------------------------------------------------------
* Case 2: neighbor i1 is an F-point and strongly influences i,
* distribute a_{i,i1} to C-points that strongly infuence i.
* Note: currently no distribution to the diagonal in this case.
*--------------------------------------------------------------*/
else if (P_marker[i1] == strong_f_marker)
{
sum = zero;
/*-----------------------------------------------------------
* Loop over row of A for point i1 and calculate the sum
* of the connections to c-points that strongly influence i.
*-----------------------------------------------------------*/
sgn = 1;
if (A_diag_data[A_diag_i[i1]] < 0) sgn = -1;
/* Diagonal block part of row i1 */
for (jj1 = A_diag_i[i1]; jj1 < A_diag_i[i1+1]; jj1++)
{
i2 = A_diag_j[jj1];
if (P_marker[i2] >= jj_begin_row &&
(sgn*A_diag_data[jj1]) < 0)
{
sum += A_diag_data[jj1];
}
}
/* Off-Diagonal block part of row i1 */
if (num_procs > 1)
{
for (jj1 = A_offd_i[i1]; jj1 < A_offd_i[i1+1]; jj1++)
{
i2 = A_offd_j[jj1];
if (P_marker_offd[i2] >= jj_begin_row_offd
&& (sgn*A_offd_data[jj1]) < 0)
{
sum += A_offd_data[jj1];
}
}
}
if (sum != 0)
{
distribute = A_diag_data[jj] / sum;
/*-----------------------------------------------------------
* Loop over row of A for point i1 and do the distribution.
*-----------------------------------------------------------*/
/* Diagonal block part of row i1 */
for (jj1 = A_diag_i[i1]; jj1 < A_diag_i[i1+1]; jj1++)
{
i2 = A_diag_j[jj1];
if (P_marker[i2] >= jj_begin_row
&& (sgn*A_diag_data[jj1]) < 0)
{
P_diag_data[P_marker[i2]]
+= distribute * A_diag_data[jj1];
}
}
/* Off-Diagonal block part of row i1 */
if (num_procs > 1)
{
for (jj1 = A_offd_i[i1]; jj1 < A_offd_i[i1+1]; jj1++)
{
i2 = A_offd_j[jj1];
if (P_marker_offd[i2] >= jj_begin_row_offd
&& (sgn*A_offd_data[jj1]) < 0)
{
P_offd_data[P_marker_offd[i2]]
+= distribute * A_offd_data[jj1];
}
}
}
}
else
{
if (num_functions == 1 || dof_func[i] == dof_func[i1])
diagonal += A_diag_data[jj];
}
}
/*--------------------------------------------------------------
* Case 3: neighbor i1 weakly influences i, accumulate a_{i,i1}
* into the diagonal.
*--------------------------------------------------------------*/
else if (CF_marker[i1] != -3)
{
if (num_functions == 1 || dof_func[i] == dof_func[i1])
diagonal += A_diag_data[jj];
}
}
/*----------------------------------------------------------------
* Still looping over ith row of A. Next, loop over the
* off-diagonal part of A
*---------------------------------------------------------------*/
if (num_procs > 1)
{
for (jj = A_offd_i[i]; jj < A_offd_i[i+1]; jj++)
{
i1 = A_offd_j[jj];
/*--------------------------------------------------------------
* Case 1: neighbor i1 is a C-point and strongly influences i,
* accumulate a_{i,i1} into the interpolation weight.
*--------------------------------------------------------------*/
if (P_marker_offd[i1] >= jj_begin_row_offd)
{
P_offd_data[P_marker_offd[i1]] += A_offd_data[jj];
}
/*------------------------------------------------------------
* Case 2: neighbor i1 is an F-point and strongly influences i,
* distribute a_{i,i1} to C-points that strongly infuence i.
* Note: currently no distribution to the diagonal in this case.
*-----------------------------------------------------------*/
else if (P_marker_offd[i1] == strong_f_marker)
{
sum = zero;
/*---------------------------------------------------------
* Loop over row of A_ext for point i1 and calculate the sum
* of the connections to c-points that strongly influence i.
*---------------------------------------------------------*/
/* find row number */
c_num = A_offd_j[jj];
sgn = 1;
if (A_ext_data[A_ext_i[c_num]] < 0) sgn = -1;
for (jj1 = A_ext_i[c_num]; jj1 < A_ext_i[c_num+1]; jj1++)
{
i2 = A_ext_j[jj1];
if (i2 > -1)
{
/* in the diagonal block */
if (P_marker[i2] >= jj_begin_row
&& (sgn*A_ext_data[jj1]) < 0)
{
sum += A_ext_data[jj1];
}
}
else
{
/* in the off_diagonal block */
if (P_marker_offd[-i2-1] >= jj_begin_row_offd
&& (sgn*A_ext_data[jj1]) < 0)
{
sum += A_ext_data[jj1];
}
}
}
if (sum != 0)
{
distribute = A_offd_data[jj] / sum;
/*---------------------------------------------------------
* Loop over row of A_ext for point i1 and do
* the distribution.
*--------------------------------------------------------*/
/* Diagonal block part of row i1 */
for (jj1 = A_ext_i[c_num]; jj1 < A_ext_i[c_num+1]; jj1++)
{
i2 = A_ext_j[jj1];
if (i2 > -1) /* in the diagonal block */
{
if (P_marker[i2] >= jj_begin_row
&& (sgn*A_ext_data[jj1]) < 0)
{
P_diag_data[P_marker[i2]]
+= distribute * A_ext_data[jj1];
}
}
else
{
/* in the off_diagonal block */
if (P_marker_offd[-i2-1] >= jj_begin_row_offd
&& (sgn*A_ext_data[jj1]) < 0)
P_offd_data[P_marker_offd[-i2-1]]
+= distribute * A_ext_data[jj1];
}
}
}
else
{
if (num_functions == 1 || dof_func[i] == dof_func_offd[i1])
diagonal += A_offd_data[jj];
}
}
/*-----------------------------------------------------------
* Case 3: neighbor i1 weakly influences i, accumulate a_{i,i1}
* into the diagonal.
*-----------------------------------------------------------*/
else if (CF_marker_offd[i1] != -3)
{
if (num_functions == 1 || dof_func[i] == dof_func_offd[i1])
diagonal += A_offd_data[jj];
}
}
}
/*-----------------------------------------------------------------
* Set interpolation weight by dividing by the diagonal.
*-----------------------------------------------------------------*/
if (diagonal == 0.0)
{
if (print_level)
hypre_printf(" Warning! zero diagonal! Proc id %d row %d\n", my_id,i);
for (jj = jj_begin_row; jj < jj_end_row; jj++)
{
P_diag_data[jj] = 0.0;
}
for (jj = jj_begin_row_offd; jj < jj_end_row_offd; jj++)
{
P_offd_data[jj] = 0.0;
}
}
else
{
for (jj = jj_begin_row; jj < jj_end_row; jj++)
{
P_diag_data[jj] /= -diagonal;
}
for (jj = jj_begin_row_offd; jj < jj_end_row_offd; jj++)
{
P_offd_data[jj] /= -diagonal;
}
}
}
strong_f_marker--;
P_offd_i[i+1] = jj_counter_offd;
}
hypre_TFree(P_marker);
hypre_TFree(P_marker_offd);
}
P = hypre_ParCSRMatrixCreate(comm,
hypre_ParCSRMatrixGlobalNumRows(A),
total_global_cpts,
hypre_ParCSRMatrixColStarts(A),
num_cpts_global,
0,
P_diag_i[n_fine],
P_offd_i[n_fine]);
P_diag = hypre_ParCSRMatrixDiag(P);
hypre_CSRMatrixData(P_diag) = P_diag_data;
hypre_CSRMatrixI(P_diag) = P_diag_i;
hypre_CSRMatrixJ(P_diag) = P_diag_j;
P_offd = hypre_ParCSRMatrixOffd(P);
hypre_CSRMatrixData(P_offd) = P_offd_data;
hypre_CSRMatrixI(P_offd) = P_offd_i;
hypre_CSRMatrixJ(P_offd) = P_offd_j;
hypre_ParCSRMatrixOwnsRowStarts(P) = 0;
/* Compress P, removing coefficients smaller than trunc_factor * Max */
if (trunc_factor != 0.0 || max_elmts > 0)
{
hypre_BoomerAMGInterpTruncation(P, trunc_factor, max_elmts);
P_diag_data = hypre_CSRMatrixData(P_diag);
P_diag_i = hypre_CSRMatrixI(P_diag);
P_diag_j = hypre_CSRMatrixJ(P_diag);
P_offd_data = hypre_CSRMatrixData(P_offd);
P_offd_i = hypre_CSRMatrixI(P_offd);
P_offd_j = hypre_CSRMatrixJ(P_offd);
P_diag_size = P_diag_i[n_fine];
P_offd_size = P_offd_i[n_fine];
}
num_cols_P_offd = 0;
if (P_offd_size)
{
P_marker = hypre_CTAlloc(HYPRE_Int, num_cols_A_offd);
#ifdef HYPRE_USING_OPENMP
#pragma omp parallel for private(i) HYPRE_SMP_SCHEDULE
#endif
for (i=0; i < num_cols_A_offd; i++)
P_marker[i] = 0;
num_cols_P_offd = 0;
for (i=0; i < P_offd_size; i++)
{
index = P_offd_j[i];
if (!P_marker[index])
{
num_cols_P_offd++;
P_marker[index] = 1;
}
}
col_map_offd_P = hypre_CTAlloc(HYPRE_Int,num_cols_P_offd);
index = 0;
for (i=0; i < num_cols_P_offd; i++)
{
while (P_marker[index]==0) index++;
col_map_offd_P[i] = index++;
}
#ifdef HYPRE_USING_OPENMP
#pragma omp parallel for private(i) HYPRE_SMP_SCHEDULE
#endif
for (i=0; i < P_offd_size; i++)
P_offd_j[i] = hypre_BinarySearch(col_map_offd_P,
P_offd_j[i],
num_cols_P_offd);
hypre_TFree(P_marker);
}
for (i=0; i < n_fine; i++)
if (CF_marker[i] == -3) CF_marker[i] = -1;
if (num_cols_P_offd)
{
hypre_ParCSRMatrixColMapOffd(P) = col_map_offd_P;
hypre_CSRMatrixNumCols(P_offd) = num_cols_P_offd;
}
hypre_GetCommPkgRTFromCommPkgA(P,A, fine_to_coarse_offd);
*P_ptr = P;
hypre_TFree(CF_marker_offd);
hypre_TFree(dof_func_offd);
hypre_TFree(int_buf_data);
hypre_TFree(fine_to_coarse);
hypre_TFree(fine_to_coarse_offd);
hypre_TFree(coarse_counter);
hypre_TFree(jj_count);
hypre_TFree(jj_count_offd);
if (num_procs > 1) hypre_CSRMatrixDestroy(A_ext);
return(0);
}
/*---------------------------------------------------------------------------
* hypre_BoomerAMGBuildInterpHE
* interpolation routine for hyperbolic PDEs
* treats weak fine connections like strong fine connections
*--------------------------------------------------------------------------*/
HYPRE_Int
hypre_BoomerAMGBuildInterpHE( hypre_ParCSRMatrix *A,
HYPRE_Int *CF_marker,
hypre_ParCSRMatrix *S,
HYPRE_Int *num_cpts_global,
HYPRE_Int num_functions,
HYPRE_Int *dof_func,
HYPRE_Int debug_flag,
double trunc_factor,
HYPRE_Int max_elmts,
HYPRE_Int *col_offd_S_to_A,
hypre_ParCSRMatrix **P_ptr)
{
MPI_Comm comm = hypre_ParCSRMatrixComm(A);
hypre_ParCSRCommPkg *comm_pkg = hypre_ParCSRMatrixCommPkg(A);
hypre_ParCSRCommHandle *comm_handle;
hypre_CSRMatrix *A_diag = hypre_ParCSRMatrixDiag(A);
double *A_diag_data = hypre_CSRMatrixData(A_diag);
HYPRE_Int *A_diag_i = hypre_CSRMatrixI(A_diag);
HYPRE_Int *A_diag_j = hypre_CSRMatrixJ(A_diag);
hypre_CSRMatrix *A_offd = hypre_ParCSRMatrixOffd(A);
double *A_offd_data = hypre_CSRMatrixData(A_offd);
HYPRE_Int *A_offd_i = hypre_CSRMatrixI(A_offd);
HYPRE_Int *A_offd_j = hypre_CSRMatrixJ(A_offd);
HYPRE_Int num_cols_A_offd = hypre_CSRMatrixNumCols(A_offd);
HYPRE_Int *col_map_offd = hypre_ParCSRMatrixColMapOffd(A);
hypre_CSRMatrix *S_diag = hypre_ParCSRMatrixDiag(S);
HYPRE_Int *S_diag_i = hypre_CSRMatrixI(S_diag);
HYPRE_Int *S_diag_j = hypre_CSRMatrixJ(S_diag);
hypre_CSRMatrix *S_offd = hypre_ParCSRMatrixOffd(S);
HYPRE_Int *S_offd_i = hypre_CSRMatrixI(S_offd);
HYPRE_Int *S_offd_j = hypre_CSRMatrixJ(S_offd);
hypre_ParCSRMatrix *P;
HYPRE_Int *col_map_offd_P;
HYPRE_Int *CF_marker_offd = NULL;
HYPRE_Int *dof_func_offd = NULL;
hypre_CSRMatrix *A_ext;
double *A_ext_data = NULL;
HYPRE_Int *A_ext_i = NULL;
HYPRE_Int *A_ext_j = NULL;
hypre_CSRMatrix *P_diag;
hypre_CSRMatrix *P_offd;
double *P_diag_data;
HYPRE_Int *P_diag_i;
HYPRE_Int *P_diag_j;
double *P_offd_data;
HYPRE_Int *P_offd_i;
HYPRE_Int *P_offd_j;
HYPRE_Int P_diag_size, P_offd_size;
HYPRE_Int *P_marker, *P_marker_offd;
HYPRE_Int jj_counter,jj_counter_offd;
HYPRE_Int *jj_count, *jj_count_offd;
HYPRE_Int jj_begin_row,jj_begin_row_offd;
HYPRE_Int jj_end_row,jj_end_row_offd;
HYPRE_Int start_indexing = 0; /* start indexing for P_data at 0 */
HYPRE_Int n_fine = hypre_CSRMatrixNumRows(A_diag);
HYPRE_Int *fine_to_coarse;
HYPRE_Int *fine_to_coarse_offd;
HYPRE_Int *coarse_counter;
HYPRE_Int coarse_shift;
HYPRE_Int total_global_cpts;
HYPRE_Int num_cols_P_offd,my_first_cpt;
HYPRE_Int i,i1,i2;
HYPRE_Int j,jl,jj,jj1;
HYPRE_Int k, kc;
HYPRE_Int start;
HYPRE_Int sgn;
HYPRE_Int c_num;
double diagonal;
double sum;
double distribute;
double zero = 0.0;
double one = 1.0;
HYPRE_Int my_id;
HYPRE_Int num_procs;
HYPRE_Int num_threads;
HYPRE_Int num_sends;
HYPRE_Int index;
HYPRE_Int ns, ne, size, rest;
HYPRE_Int *int_buf_data;
HYPRE_Int col_1 = hypre_ParCSRMatrixFirstRowIndex(A);
HYPRE_Int local_numrows = hypre_CSRMatrixNumRows(A_diag);
HYPRE_Int col_n = col_1 + local_numrows;
double wall_time; /* for debugging instrumentation */
hypre_MPI_Comm_size(comm, &num_procs);
hypre_MPI_Comm_rank(comm,&my_id);
num_threads = hypre_NumThreads();
#ifdef HYPRE_NO_GLOBAL_PARTITION
my_first_cpt = num_cpts_global[0];
if (my_id == (num_procs -1)) total_global_cpts = num_cpts_global[1];
hypre_MPI_Bcast(&total_global_cpts, 1, HYPRE_MPI_INT, num_procs-1, comm);
#else
my_first_cpt = num_cpts_global[my_id];
total_global_cpts = num_cpts_global[num_procs];
#endif
/*-------------------------------------------------------------------
* Get the CF_marker data for the off-processor columns
*-------------------------------------------------------------------*/
if (debug_flag==4) wall_time = time_getWallclockSeconds();
if (num_cols_A_offd) CF_marker_offd = hypre_CTAlloc(HYPRE_Int, num_cols_A_offd);
if (num_functions > 1 && num_cols_A_offd)
dof_func_offd = hypre_CTAlloc(HYPRE_Int, num_cols_A_offd);
if (!comm_pkg)
{
hypre_MatvecCommPkgCreate(A);
comm_pkg = hypre_ParCSRMatrixCommPkg(A);
}
num_sends = hypre_ParCSRCommPkgNumSends(comm_pkg);
int_buf_data = hypre_CTAlloc(HYPRE_Int, hypre_ParCSRCommPkgSendMapStart(comm_pkg,
num_sends));
index = 0;
for (i = 0; i < num_sends; i++)
{
start = hypre_ParCSRCommPkgSendMapStart(comm_pkg, i);
for (j = start; j < hypre_ParCSRCommPkgSendMapStart(comm_pkg, i+1); j++)
int_buf_data[index++]
= CF_marker[hypre_ParCSRCommPkgSendMapElmt(comm_pkg,j)];
}
comm_handle = hypre_ParCSRCommHandleCreate( 11, comm_pkg, int_buf_data,
CF_marker_offd);
hypre_ParCSRCommHandleDestroy(comm_handle);
if (num_functions > 1)
{
index = 0;
for (i = 0; i < num_sends; i++)
{
start = hypre_ParCSRCommPkgSendMapStart(comm_pkg, i);
for (j=start; j < hypre_ParCSRCommPkgSendMapStart(comm_pkg, i+1); j++)
int_buf_data[index++]
= dof_func[hypre_ParCSRCommPkgSendMapElmt(comm_pkg,j)];
}
comm_handle = hypre_ParCSRCommHandleCreate( 11, comm_pkg, int_buf_data,
dof_func_offd);
hypre_ParCSRCommHandleDestroy(comm_handle);
}
if (debug_flag==4)
{
wall_time = time_getWallclockSeconds() - wall_time;
hypre_printf("Proc = %d Interp: Comm 1 CF_marker = %f\n",
my_id, wall_time);
fflush(NULL);
}
/*----------------------------------------------------------------------
* Get the ghost rows of A
*---------------------------------------------------------------------*/
if (debug_flag==4) wall_time = time_getWallclockSeconds();
if (num_procs > 1)
{
A_ext = hypre_ParCSRMatrixExtractBExt(A,A,1);
A_ext_i = hypre_CSRMatrixI(A_ext);
A_ext_j = hypre_CSRMatrixJ(A_ext);
A_ext_data = hypre_CSRMatrixData(A_ext);
}
index = 0;
for (i=0; i < num_cols_A_offd; i++)
{
for (j=A_ext_i[i]; j < A_ext_i[i+1]; j++)
{
k = A_ext_j[j];
if (k >= col_1 && k < col_n)
{
A_ext_j[index] = k - col_1;
A_ext_data[index++] = A_ext_data[j];
}
else
{
kc = hypre_BinarySearch(col_map_offd,k,num_cols_A_offd);
if (kc > -1)
{
A_ext_j[index] = -kc-1;
A_ext_data[index++] = A_ext_data[j];
}
}
}
A_ext_i[i] = index;
}
for (i = num_cols_A_offd; i > 0; i--)
A_ext_i[i] = A_ext_i[i-1];
if (num_procs > 1) A_ext_i[0] = 0;
if (debug_flag==4)
{
wall_time = time_getWallclockSeconds() - wall_time;
hypre_printf("Proc = %d Interp: Comm 2 Get A_ext = %f\n",
my_id, wall_time);
fflush(NULL);
}
/*-----------------------------------------------------------------------
* First Pass: Determine size of P and fill in fine_to_coarse mapping.
*-----------------------------------------------------------------------*/
/*-----------------------------------------------------------------------
* Intialize counters and allocate mapping vector.
*-----------------------------------------------------------------------*/
coarse_counter = hypre_CTAlloc(HYPRE_Int, num_threads);
jj_count = hypre_CTAlloc(HYPRE_Int, num_threads);
jj_count_offd = hypre_CTAlloc(HYPRE_Int, num_threads);
fine_to_coarse = hypre_CTAlloc(HYPRE_Int, n_fine);
#ifdef HYPRE_USING_OPENMP
#pragma omp parallel for private(i) HYPRE_SMP_SCHEDULE
#endif
for (i = 0; i < n_fine; i++) fine_to_coarse[i] = -1;
jj_counter = start_indexing;
jj_counter_offd = start_indexing;
/*-----------------------------------------------------------------------
* Loop over fine grid.
*-----------------------------------------------------------------------*/
/* RDF: this looks a little tricky, but doable */
#ifdef HYPRE_USING_OPENMP
#pragma omp parallel for private(i,j,i1,jj,ns,ne,size,rest) HYPRE_SMP_SCHEDULE
#endif
for (j = 0; j < num_threads; j++)
{
size = n_fine/num_threads;
rest = n_fine - size*num_threads;
if (j < rest)
{
ns = j*size+j;
ne = (j+1)*size+j+1;
}
else
{
ns = j*size+rest;
ne = (j+1)*size+rest;
}
for (i = ns; i < ne; i++)
{
/*--------------------------------------------------------------------
* If i is a C-point, interpolation is the identity. Also set up
* mapping vector.
*--------------------------------------------------------------------*/
if (CF_marker[i] >= 0)
{
jj_count[j]++;
fine_to_coarse[i] = coarse_counter[j];
coarse_counter[j]++;
}
/*--------------------------------------------------------------------
* If i is an F-point, interpolation is from the C-points that
* strongly influence i.
*--------------------------------------------------------------------*/
else
{
for (jj = S_diag_i[i]; jj < S_diag_i[i+1]; jj++)
{
i1 = S_diag_j[jj];
if (CF_marker[i1] >= 0)
{
jj_count[j]++;
}
}
if (num_procs > 1)
{
if (col_offd_S_to_A)
{
for (jj = S_offd_i[i]; jj < S_offd_i[i+1]; jj++)
{
i1 = col_offd_S_to_A[S_offd_j[jj]];
if (CF_marker_offd[i1] >= 0)
{
jj_count_offd[j]++;
}
}
}
else
{
for (jj = S_offd_i[i]; jj < S_offd_i[i+1]; jj++)
{
i1 = S_offd_j[jj];
if (CF_marker_offd[i1] >= 0)
{
jj_count_offd[j]++;
}
}
}
}
}
}
}
/*-----------------------------------------------------------------------
* Allocate arrays.
*-----------------------------------------------------------------------*/
for (i=0; i < num_threads-1; i++)
{
coarse_counter[i+1] += coarse_counter[i];
jj_count[i+1] += jj_count[i];
jj_count_offd[i+1] += jj_count_offd[i];
}
i = num_threads-1;
jj_counter = jj_count[i];
jj_counter_offd = jj_count_offd[i];
P_diag_size = jj_counter;
P_diag_i = hypre_CTAlloc(HYPRE_Int, n_fine+1);
P_diag_j = hypre_CTAlloc(HYPRE_Int, P_diag_size);
P_diag_data = hypre_CTAlloc(double, P_diag_size);
P_diag_i[n_fine] = jj_counter;
P_offd_size = jj_counter_offd;
P_offd_i = hypre_CTAlloc(HYPRE_Int, n_fine+1);
P_offd_j = hypre_CTAlloc(HYPRE_Int, P_offd_size);
P_offd_data = hypre_CTAlloc(double, P_offd_size);
/*-----------------------------------------------------------------------
* Intialize some stuff.
*-----------------------------------------------------------------------*/
jj_counter = start_indexing;
jj_counter_offd = start_indexing;
if (debug_flag==4)
{
wall_time = time_getWallclockSeconds() - wall_time;
hypre_printf("Proc = %d Interp: Internal work 1 = %f\n",
my_id, wall_time);
fflush(NULL);
}
/*-----------------------------------------------------------------------
* Send and receive fine_to_coarse info.
*-----------------------------------------------------------------------*/
if (debug_flag==4) wall_time = time_getWallclockSeconds();
fine_to_coarse_offd = hypre_CTAlloc(HYPRE_Int, num_cols_A_offd);
#ifdef HYPRE_USING_OPENMP
#pragma omp parallel for private(i,j,ns,ne,size,rest,coarse_shift) HYPRE_SMP_SCHEDULE
#endif
for (j = 0; j < num_threads; j++)
{
coarse_shift = 0;
if (j > 0) coarse_shift = coarse_counter[j-1];
size = n_fine/num_threads;
rest = n_fine - size*num_threads;
if (j < rest)
{
ns = j*size+j;
ne = (j+1)*size+j+1;
}
else
{
ns = j*size+rest;
ne = (j+1)*size+rest;
}
for (i = ns; i < ne; i++)
fine_to_coarse[i] += my_first_cpt+coarse_shift;
}
index = 0;
for (i = 0; i < num_sends; i++)
{
start = hypre_ParCSRCommPkgSendMapStart(comm_pkg, i);
for (j = start; j < hypre_ParCSRCommPkgSendMapStart(comm_pkg, i+1); j++)
int_buf_data[index++]
= fine_to_coarse[hypre_ParCSRCommPkgSendMapElmt(comm_pkg,j)];
}
comm_handle = hypre_ParCSRCommHandleCreate( 11, comm_pkg, int_buf_data,
fine_to_coarse_offd);
hypre_ParCSRCommHandleDestroy(comm_handle);
if (debug_flag==4)
{
wall_time = time_getWallclockSeconds() - wall_time;
hypre_printf("Proc = %d Interp: Comm 4 FineToCoarse = %f\n",
my_id, wall_time);
fflush(NULL);
}
if (debug_flag==4) wall_time = time_getWallclockSeconds();
#ifdef HYPRE_USING_OPENMP
#pragma omp parallel for private(i) HYPRE_SMP_SCHEDULE
#endif
for (i = 0; i < n_fine; i++) fine_to_coarse[i] -= my_first_cpt;
/*-----------------------------------------------------------------------
* Loop over fine grid points.
*-----------------------------------------------------------------------*/
#ifdef HYPRE_USING_OPENMP
#pragma omp parallel for private(i,j,jl,i1,i2,jj,jj1,ns,ne,size,rest,sum,diagonal,distribute,P_marker,P_marker_offd,jj_counter,jj_counter_offd,sgn,c_num,jj_begin_row,jj_end_row,jj_begin_row_offd,jj_end_row_offd) HYPRE_SMP_SCHEDULE
#endif
for (jl = 0; jl < num_threads; jl++)
{
size = n_fine/num_threads;
rest = n_fine - size*num_threads;
if (jl < rest)
{
ns = jl*size+jl;
ne = (jl+1)*size+jl+1;
}
else
{
ns = jl*size+rest;
ne = (jl+1)*size+rest;
}
jj_counter = 0;
if (jl > 0) jj_counter = jj_count[jl-1];
jj_counter_offd = 0;
if (jl > 0) jj_counter_offd = jj_count_offd[jl-1];
P_marker = hypre_CTAlloc(HYPRE_Int, n_fine);
if (num_cols_A_offd)
P_marker_offd = hypre_CTAlloc(HYPRE_Int, num_cols_A_offd);
else
P_marker_offd = NULL;
for (i = 0; i < n_fine; i++)
{
P_marker[i] = -1;
}
for (i = 0; i < num_cols_A_offd; i++)
{
P_marker_offd[i] = -1;
}
for (i = ns; i < ne; i++)
{
/*--------------------------------------------------------------------
* If i is a c-point, interpolation is the identity.
*--------------------------------------------------------------------*/
if (CF_marker[i] >= 0)
{
P_diag_i[i] = jj_counter;
P_diag_j[jj_counter] = fine_to_coarse[i];
P_diag_data[jj_counter] = one;
jj_counter++;
}
/*--------------------------------------------------------------------
* If i is an F-point, build interpolation.
*--------------------------------------------------------------------*/
else
{
/* Diagonal part of P */
P_diag_i[i] = jj_counter;
jj_begin_row = jj_counter;
for (jj = S_diag_i[i]; jj < S_diag_i[i+1]; jj++)
{
i1 = S_diag_j[jj];
/*--------------------------------------------------------------
* If neighbor i1 is a C-point, set column number in P_diag_j
* and initialize interpolation weight to zero.
*--------------------------------------------------------------*/
if (CF_marker[i1] >= 0)
{
P_marker[i1] = jj_counter;
P_diag_j[jj_counter] = fine_to_coarse[i1];
P_diag_data[jj_counter] = zero;
jj_counter++;
}
}
jj_end_row = jj_counter;
/* Off-Diagonal part of P */
P_offd_i[i] = jj_counter_offd;
jj_begin_row_offd = jj_counter_offd;
if (num_procs > 1)
{
if (col_offd_S_to_A)
{
for (jj = S_offd_i[i]; jj < S_offd_i[i+1]; jj++)
{
i1 = col_offd_S_to_A[S_offd_j[jj]];
/*-----------------------------------------------------------
* If neighbor i1 is a C-point, set column number in P_offd_j
* and initialize interpolation weight to zero.
*-----------------------------------------------------------*/
if (CF_marker_offd[i1] >= 0)
{
P_marker_offd[i1] = jj_counter_offd;
P_offd_j[jj_counter_offd] = i1;
P_offd_data[jj_counter_offd] = zero;
jj_counter_offd++;
}
}
}
else
{
for (jj = S_offd_i[i]; jj < S_offd_i[i+1]; jj++)
{
i1 = S_offd_j[jj];
/*-----------------------------------------------------------
* If neighbor i1 is a C-point, set column number in P_offd_j
* and initialize interpolation weight to zero.
*-----------------------------------------------------------*/
if (CF_marker_offd[i1] >= 0)
{
P_marker_offd[i1] = jj_counter_offd;
P_offd_j[jj_counter_offd] = i1;
P_offd_data[jj_counter_offd] = zero;
jj_counter_offd++;
}
}
}
}
jj_end_row_offd = jj_counter_offd;
diagonal = A_diag_data[A_diag_i[i]];
/* Loop over ith row of A. First, the diagonal part of A */
for (jj = A_diag_i[i]+1; jj < A_diag_i[i+1]; jj++)
{
i1 = A_diag_j[jj];
/*--------------------------------------------------------------
* Case 1: neighbor i1 is a C-point and strongly influences i,
* accumulate a_{i,i1} into the interpolation weight.
*--------------------------------------------------------------*/
if (P_marker[i1] >= jj_begin_row)
{
P_diag_data[P_marker[i1]] += A_diag_data[jj];
}
/*--------------------------------------------------------------
* Case 2: neighbor i1 is an F-point and influences i,
* distribute a_{i,i1} to C-points that strongly influence i.
* Note: currently no distribution to the diagonal in this case.
*--------------------------------------------------------------*/
else
{
sum = zero;
/*-----------------------------------------------------------
* Loop over row of A for point i1 and calculate the sum
* of the connections to c-points that strongly influence i.
*-----------------------------------------------------------*/
sgn = 1;
if (A_diag_data[A_diag_i[i1]] < 0) sgn = -1;
/* Diagonal block part of row i1 */
for (jj1 = A_diag_i[i1]; jj1 < A_diag_i[i1+1]; jj1++)
{
i2 = A_diag_j[jj1];
if (P_marker[i2] >= jj_begin_row &&
(sgn*A_diag_data[jj1]) < 0)
{
sum += A_diag_data[jj1];
}
}
/* Off-Diagonal block part of row i1 */
if (num_procs > 1)
{
for (jj1 = A_offd_i[i1]; jj1 < A_offd_i[i1+1]; jj1++)
{
i2 = A_offd_j[jj1];
if (P_marker_offd[i2] >= jj_begin_row_offd
&& (sgn*A_offd_data[jj1]) < 0)
{
sum += A_offd_data[jj1];
}
}
}
if (sum != 0)
{
distribute = A_diag_data[jj] / sum;
/*-----------------------------------------------------------
* Loop over row of A for point i1 and do the distribution.
*-----------------------------------------------------------*/
/* Diagonal block part of row i1 */
for (jj1 = A_diag_i[i1]; jj1 < A_diag_i[i1+1]; jj1++)
{
i2 = A_diag_j[jj1];
if (P_marker[i2] >= jj_begin_row
&& (sgn*A_diag_data[jj1]) < 0)
{
P_diag_data[P_marker[i2]]
+= distribute * A_diag_data[jj1];
}
}
/* Off-Diagonal block part of row i1 */
if (num_procs > 1)
{
for (jj1 = A_offd_i[i1]; jj1 < A_offd_i[i1+1]; jj1++)
{
i2 = A_offd_j[jj1];
if (P_marker_offd[i2] >= jj_begin_row_offd
&& (sgn*A_offd_data[jj1]) < 0)
{
P_offd_data[P_marker_offd[i2]]
+= distribute * A_offd_data[jj1];
}
}
}
}
else
{
if (num_functions == 1 || dof_func[i] == dof_func[i1])
diagonal += A_diag_data[jj];
}
}
}
/*----------------------------------------------------------------
* Still looping over ith row of A. Next, loop over the
* off-diagonal part of A
*---------------------------------------------------------------*/
if (num_procs > 1)
{
for (jj = A_offd_i[i]; jj < A_offd_i[i+1]; jj++)
{
i1 = A_offd_j[jj];
/*--------------------------------------------------------------
* Case 1: neighbor i1 is a C-point and strongly influences i,
* accumulate a_{i,i1} into the interpolation weight.
*--------------------------------------------------------------*/
if (P_marker_offd[i1] >= jj_begin_row_offd)
{
P_offd_data[P_marker_offd[i1]] += A_offd_data[jj];
}
/*------------------------------------------------------------
* Case 2: neighbor i1 is an F-point and influences i,
* distribute a_{i,i1} to C-points that strongly infuence i.
* Note: currently no distribution to the diagonal in this case.
*-----------------------------------------------------------*/
else
{
sum = zero;
/*---------------------------------------------------------
* Loop over row of A_ext for point i1 and calculate the sum
* of the connections to c-points that strongly influence i.
*---------------------------------------------------------*/
/* find row number */
c_num = A_offd_j[jj];
sgn = 1;
if (A_ext_data[A_ext_i[c_num]] < 0) sgn = -1;
for (jj1 = A_ext_i[c_num]; jj1 < A_ext_i[c_num+1]; jj1++)
{
i2 = A_ext_j[jj1];
if (i2 > -1)
{
/* in the diagonal block */
if (P_marker[i2] >= jj_begin_row
&& (sgn*A_ext_data[jj1]) < 0)
{
sum += A_ext_data[jj1];
}
}
else
{
/* in the off_diagonal block */
if (P_marker_offd[-i2-1] >= jj_begin_row_offd
&& (sgn*A_ext_data[jj1]) < 0)
{
sum += A_ext_data[jj1];
}
}
}
if (sum != 0)
{
distribute = A_offd_data[jj] / sum;
/*---------------------------------------------------------
* Loop over row of A_ext for point i1 and do
* the distribution.
*--------------------------------------------------------*/
/* Diagonal block part of row i1 */
for (jj1 = A_ext_i[c_num]; jj1 < A_ext_i[c_num+1]; jj1++)
{
i2 = A_ext_j[jj1];
if (i2 > -1) /* in the diagonal block */
{
if (P_marker[i2] >= jj_begin_row
&& (sgn*A_ext_data[jj1]) < 0)
{
P_diag_data[P_marker[i2]]
+= distribute * A_ext_data[jj1];
}
}
else
{
/* in the off_diagonal block */
if (P_marker_offd[-i2-1] >= jj_begin_row_offd
&& (sgn*A_ext_data[jj1]) < 0)
P_offd_data[P_marker_offd[-i2-1]]
+= distribute * A_ext_data[jj1];
}
}
}
else
{
if (num_functions == 1 || dof_func[i] == dof_func_offd[i1])
diagonal += A_offd_data[jj];
}
}
}
}
/*-----------------------------------------------------------------
* Set interpolation weight by dividing by the diagonal.
*-----------------------------------------------------------------*/
for (jj = jj_begin_row; jj < jj_end_row; jj++)
{
P_diag_data[jj] /= -diagonal;
}
for (jj = jj_begin_row_offd; jj < jj_end_row_offd; jj++)
{
P_offd_data[jj] /= -diagonal;
}
}
P_offd_i[i+1] = jj_counter_offd;
}
hypre_TFree(P_marker);
hypre_TFree(P_marker_offd);
}
P = hypre_ParCSRMatrixCreate(comm,
hypre_ParCSRMatrixGlobalNumRows(A),
total_global_cpts,
hypre_ParCSRMatrixColStarts(A),
num_cpts_global,
0,
P_diag_i[n_fine],
P_offd_i[n_fine]);
P_diag = hypre_ParCSRMatrixDiag(P);
hypre_CSRMatrixData(P_diag) = P_diag_data;
hypre_CSRMatrixI(P_diag) = P_diag_i;
hypre_CSRMatrixJ(P_diag) = P_diag_j;
P_offd = hypre_ParCSRMatrixOffd(P);
hypre_CSRMatrixData(P_offd) = P_offd_data;
hypre_CSRMatrixI(P_offd) = P_offd_i;
hypre_CSRMatrixJ(P_offd) = P_offd_j;
hypre_ParCSRMatrixOwnsRowStarts(P) = 0;
/* Compress P, removing coefficients smaller than trunc_factor * Max */
if (trunc_factor != 0.0 || max_elmts > 0)
{
hypre_BoomerAMGInterpTruncation(P, trunc_factor, max_elmts);
P_diag_data = hypre_CSRMatrixData(P_diag);
P_diag_i = hypre_CSRMatrixI(P_diag);
P_diag_j = hypre_CSRMatrixJ(P_diag);
P_offd_data = hypre_CSRMatrixData(P_offd);
P_offd_i = hypre_CSRMatrixI(P_offd);
P_offd_j = hypre_CSRMatrixJ(P_offd);
P_diag_size = P_diag_i[n_fine];
P_offd_size = P_offd_i[n_fine];
}
num_cols_P_offd = 0;
if (P_offd_size)
{
P_marker = hypre_CTAlloc(HYPRE_Int, num_cols_A_offd);
#ifdef HYPRE_USING_OPENMP
#pragma omp parallel for private(i) HYPRE_SMP_SCHEDULE
#endif
for (i=0; i < num_cols_A_offd; i++)
P_marker[i] = 0;
num_cols_P_offd = 0;
for (i=0; i < P_offd_size; i++)
{
index = P_offd_j[i];
if (!P_marker[index])
{
num_cols_P_offd++;
P_marker[index] = 1;
}
}
col_map_offd_P = hypre_CTAlloc(HYPRE_Int,num_cols_P_offd);
index = 0;
for (i=0; i < num_cols_P_offd; i++)
{
while (P_marker[index]==0) index++;
col_map_offd_P[i] = index++;
}
#ifdef HYPRE_USING_OPENMP
#pragma omp parallel for private(i) HYPRE_SMP_SCHEDULE
#endif
for (i=0; i < P_offd_size; i++)
P_offd_j[i] = hypre_BinarySearch(col_map_offd_P,
P_offd_j[i],
num_cols_P_offd);
hypre_TFree(P_marker);
}
for (i=0; i < n_fine; i++)
if (CF_marker[i] == -3) CF_marker[i] = -1;
if (num_cols_P_offd)
{
hypre_ParCSRMatrixColMapOffd(P) = col_map_offd_P;
hypre_CSRMatrixNumCols(P_offd) = num_cols_P_offd;
}
hypre_GetCommPkgRTFromCommPkgA(P,A,fine_to_coarse_offd);
*P_ptr = P;
hypre_TFree(CF_marker_offd);
hypre_TFree(dof_func_offd);
hypre_TFree(int_buf_data);
hypre_TFree(fine_to_coarse);
hypre_TFree(fine_to_coarse_offd);
hypre_TFree(coarse_counter);
hypre_TFree(jj_count);
hypre_TFree(jj_count_offd);
if (num_procs > 1) hypre_CSRMatrixDestroy(A_ext);
return(0);
}
/*---------------------------------------------------------------------------
* hypre_BoomerAMGBuildDirInterp
*--------------------------------------------------------------------------*/
HYPRE_Int
hypre_BoomerAMGBuildDirInterp( hypre_ParCSRMatrix *A,
HYPRE_Int *CF_marker,
hypre_ParCSRMatrix *S,
HYPRE_Int *num_cpts_global,
HYPRE_Int num_functions,
HYPRE_Int *dof_func,
HYPRE_Int debug_flag,
double trunc_factor,
HYPRE_Int max_elmts,
HYPRE_Int *col_offd_S_to_A,
hypre_ParCSRMatrix **P_ptr)
{
MPI_Comm comm = hypre_ParCSRMatrixComm(A);
hypre_ParCSRCommPkg *comm_pkg = hypre_ParCSRMatrixCommPkg(A);
hypre_ParCSRCommHandle *comm_handle;
hypre_CSRMatrix *A_diag = hypre_ParCSRMatrixDiag(A);
double *A_diag_data = hypre_CSRMatrixData(A_diag);
HYPRE_Int *A_diag_i = hypre_CSRMatrixI(A_diag);
HYPRE_Int *A_diag_j = hypre_CSRMatrixJ(A_diag);
hypre_CSRMatrix *A_offd = hypre_ParCSRMatrixOffd(A);
double *A_offd_data = hypre_CSRMatrixData(A_offd);
HYPRE_Int *A_offd_i = hypre_CSRMatrixI(A_offd);
HYPRE_Int *A_offd_j = hypre_CSRMatrixJ(A_offd);
HYPRE_Int num_cols_A_offd = hypre_CSRMatrixNumCols(A_offd);
hypre_CSRMatrix *S_diag = hypre_ParCSRMatrixDiag(S);
HYPRE_Int *S_diag_i = hypre_CSRMatrixI(S_diag);
HYPRE_Int *S_diag_j = hypre_CSRMatrixJ(S_diag);
hypre_CSRMatrix *S_offd = hypre_ParCSRMatrixOffd(S);
HYPRE_Int *S_offd_i = hypre_CSRMatrixI(S_offd);
HYPRE_Int *S_offd_j = hypre_CSRMatrixJ(S_offd);
hypre_ParCSRMatrix *P;
HYPRE_Int *col_map_offd_P;
HYPRE_Int *CF_marker_offd = NULL;
HYPRE_Int *dof_func_offd = NULL;
hypre_CSRMatrix *P_diag;
hypre_CSRMatrix *P_offd;
double *P_diag_data;
HYPRE_Int *P_diag_i;
HYPRE_Int *P_diag_j;
double *P_offd_data;
HYPRE_Int *P_offd_i;
HYPRE_Int *P_offd_j;
HYPRE_Int P_diag_size, P_offd_size;
HYPRE_Int *P_marker, *P_marker_offd;
HYPRE_Int jj_counter,jj_counter_offd;
HYPRE_Int *jj_count, *jj_count_offd;
HYPRE_Int jj_begin_row,jj_begin_row_offd;
HYPRE_Int jj_end_row,jj_end_row_offd;
HYPRE_Int start_indexing = 0; /* start indexing for P_data at 0 */
HYPRE_Int n_fine = hypre_CSRMatrixNumRows(A_diag);
HYPRE_Int *fine_to_coarse;
HYPRE_Int *fine_to_coarse_offd;
HYPRE_Int *coarse_counter;
HYPRE_Int coarse_shift;
HYPRE_Int total_global_cpts;
HYPRE_Int num_cols_P_offd,my_first_cpt;
HYPRE_Int i,i1;
HYPRE_Int j,jl,jj;
HYPRE_Int start;
double diagonal;
double sum_N_pos, sum_P_pos;
double sum_N_neg, sum_P_neg;
double alfa = 1.0;
double beta = 1.0;
double zero = 0.0;
double one = 1.0;
HYPRE_Int my_id;
HYPRE_Int num_procs;
HYPRE_Int num_threads;
HYPRE_Int num_sends;
HYPRE_Int index;
HYPRE_Int ns, ne, size, rest;
HYPRE_Int *int_buf_data;
double wall_time; /* for debugging instrumentation */
hypre_MPI_Comm_size(comm, &num_procs);
hypre_MPI_Comm_rank(comm,&my_id);
num_threads = hypre_NumThreads();
#ifdef HYPRE_NO_GLOBAL_PARTITION
my_first_cpt = num_cpts_global[0];
if (my_id == (num_procs -1)) total_global_cpts = num_cpts_global[1];
hypre_MPI_Bcast(&total_global_cpts, 1, HYPRE_MPI_INT, num_procs-1, comm);
#else
my_first_cpt = num_cpts_global[my_id];
total_global_cpts = num_cpts_global[num_procs];
#endif
/*-------------------------------------------------------------------
* Get the CF_marker data for the off-processor columns
*-------------------------------------------------------------------*/
if (debug_flag==4) wall_time = time_getWallclockSeconds();
if (num_cols_A_offd) CF_marker_offd = hypre_CTAlloc(HYPRE_Int, num_cols_A_offd);
if (num_functions > 1 && num_cols_A_offd)
dof_func_offd = hypre_CTAlloc(HYPRE_Int, num_cols_A_offd);
if (!comm_pkg)
{
hypre_MatvecCommPkgCreate(A);
comm_pkg = hypre_ParCSRMatrixCommPkg(A);
}
num_sends = hypre_ParCSRCommPkgNumSends(comm_pkg);
int_buf_data = hypre_CTAlloc(HYPRE_Int, hypre_ParCSRCommPkgSendMapStart(comm_pkg,
num_sends));
index = 0;
for (i = 0; i < num_sends; i++)
{
start = hypre_ParCSRCommPkgSendMapStart(comm_pkg, i);
for (j = start; j < hypre_ParCSRCommPkgSendMapStart(comm_pkg, i+1); j++)
int_buf_data[index++]
= CF_marker[hypre_ParCSRCommPkgSendMapElmt(comm_pkg,j)];
}
comm_handle = hypre_ParCSRCommHandleCreate( 11, comm_pkg, int_buf_data,
CF_marker_offd);
hypre_ParCSRCommHandleDestroy(comm_handle);
if (num_functions > 1)
{
index = 0;
for (i = 0; i < num_sends; i++)
{
start = hypre_ParCSRCommPkgSendMapStart(comm_pkg, i);
for (j=start; j < hypre_ParCSRCommPkgSendMapStart(comm_pkg, i+1); j++)
int_buf_data[index++]
= dof_func[hypre_ParCSRCommPkgSendMapElmt(comm_pkg,j)];
}
comm_handle = hypre_ParCSRCommHandleCreate( 11, comm_pkg, int_buf_data,
dof_func_offd);
hypre_ParCSRCommHandleDestroy(comm_handle);
}
if (debug_flag==4)
{
wall_time = time_getWallclockSeconds() - wall_time;
hypre_printf("Proc = %d Interp: Comm 1 CF_marker = %f\n",
my_id, wall_time);
fflush(NULL);
}
/*-----------------------------------------------------------------------
* First Pass: Determine size of P and fill in fine_to_coarse mapping.
*-----------------------------------------------------------------------*/
/*-----------------------------------------------------------------------
* Intialize counters and allocate mapping vector.
*-----------------------------------------------------------------------*/
coarse_counter = hypre_CTAlloc(HYPRE_Int, num_threads);
jj_count = hypre_CTAlloc(HYPRE_Int, num_threads);
jj_count_offd = hypre_CTAlloc(HYPRE_Int, num_threads);
fine_to_coarse = hypre_CTAlloc(HYPRE_Int, n_fine);
#ifdef HYPRE_USING_OPENMP
#pragma omp parallel for private(i) HYPRE_SMP_SCHEDULE
#endif
for (i = 0; i < n_fine; i++) fine_to_coarse[i] = -1;
jj_counter = start_indexing;
jj_counter_offd = start_indexing;
/*-----------------------------------------------------------------------
* Loop over fine grid.
*-----------------------------------------------------------------------*/
/* RDF: this looks a little tricky, but doable */
#ifdef HYPRE_USING_OPENMP
#pragma omp parallel for private(i,j,i1,jj,ns,ne,size,rest) HYPRE_SMP_SCHEDULE
#endif
for (j = 0; j < num_threads; j++)
{
size = n_fine/num_threads;
rest = n_fine - size*num_threads;
if (j < rest)
{
ns = j*size+j;
ne = (j+1)*size+j+1;
}
else
{
ns = j*size+rest;
ne = (j+1)*size+rest;
}
for (i = ns; i < ne; i++)
{
/*--------------------------------------------------------------------
* If i is a C-point, interpolation is the identity. Also set up
* mapping vector.
*--------------------------------------------------------------------*/
if (CF_marker[i] >= 0)
{
jj_count[j]++;
fine_to_coarse[i] = coarse_counter[j];
coarse_counter[j]++;
}
/*--------------------------------------------------------------------
* If i is an F-point, interpolation is from the C-points that
* strongly influence i.
*--------------------------------------------------------------------*/
else
{
for (jj = S_diag_i[i]; jj < S_diag_i[i+1]; jj++)
{
i1 = S_diag_j[jj];
if (CF_marker[i1] > 0)
{
jj_count[j]++;
}
}
if (num_procs > 1)
{
if (col_offd_S_to_A)
{
for (jj = S_offd_i[i]; jj < S_offd_i[i+1]; jj++)
{
i1 = col_offd_S_to_A[S_offd_j[jj]];
if (CF_marker_offd[i1] > 0)
{
jj_count_offd[j]++;
}
}
}
else
{
for (jj = S_offd_i[i]; jj < S_offd_i[i+1]; jj++)
{
i1 = S_offd_j[jj];
if (CF_marker_offd[i1] > 0)
{
jj_count_offd[j]++;
}
}
}
}
}
}
}
/*-----------------------------------------------------------------------
* Allocate arrays.
*-----------------------------------------------------------------------*/
for (i=0; i < num_threads-1; i++)
{
coarse_counter[i+1] += coarse_counter[i];
jj_count[i+1] += jj_count[i];
jj_count_offd[i+1] += jj_count_offd[i];
}
i = num_threads-1;
jj_counter = jj_count[i];
jj_counter_offd = jj_count_offd[i];
P_diag_size = jj_counter;
P_diag_i = hypre_CTAlloc(HYPRE_Int, n_fine+1);
P_diag_j = hypre_CTAlloc(HYPRE_Int, P_diag_size);
P_diag_data = hypre_CTAlloc(double, P_diag_size);
P_diag_i[n_fine] = jj_counter;
P_offd_size = jj_counter_offd;
P_offd_i = hypre_CTAlloc(HYPRE_Int, n_fine+1);
P_offd_j = hypre_CTAlloc(HYPRE_Int, P_offd_size);
P_offd_data = hypre_CTAlloc(double, P_offd_size);
/*-----------------------------------------------------------------------
* Intialize some stuff.
*-----------------------------------------------------------------------*/
jj_counter = start_indexing;
jj_counter_offd = start_indexing;
if (debug_flag==4)
{
wall_time = time_getWallclockSeconds() - wall_time;
hypre_printf("Proc = %d Interp: Internal work 1 = %f\n",
my_id, wall_time);
fflush(NULL);
}
/*-----------------------------------------------------------------------
* Send and receive fine_to_coarse info.
*-----------------------------------------------------------------------*/
if (debug_flag==4) wall_time = time_getWallclockSeconds();
fine_to_coarse_offd = hypre_CTAlloc(HYPRE_Int, num_cols_A_offd);
#ifdef HYPRE_USING_OPENMP
#pragma omp parallel for private(i,j,ns,ne,size,rest,coarse_shift) HYPRE_SMP_SCHEDULE
#endif
for (j = 0; j < num_threads; j++)
{
coarse_shift = 0;
if (j > 0) coarse_shift = coarse_counter[j-1];
size = n_fine/num_threads;
rest = n_fine - size*num_threads;
if (j < rest)
{
ns = j*size+j;
ne = (j+1)*size+j+1;
}
else
{
ns = j*size+rest;
ne = (j+1)*size+rest;
}
for (i = ns; i < ne; i++)
fine_to_coarse[i] += my_first_cpt+coarse_shift;
}
index = 0;
for (i = 0; i < num_sends; i++)
{
start = hypre_ParCSRCommPkgSendMapStart(comm_pkg, i);
for (j = start; j < hypre_ParCSRCommPkgSendMapStart(comm_pkg, i+1); j++)
int_buf_data[index++]
= fine_to_coarse[hypre_ParCSRCommPkgSendMapElmt(comm_pkg,j)];
}
comm_handle = hypre_ParCSRCommHandleCreate( 11, comm_pkg, int_buf_data,
fine_to_coarse_offd);
hypre_ParCSRCommHandleDestroy(comm_handle);
if (debug_flag==4)
{
wall_time = time_getWallclockSeconds() - wall_time;
hypre_printf("Proc = %d Interp: Comm 4 FineToCoarse = %f\n",
my_id, wall_time);
fflush(NULL);
}
if (debug_flag==4) wall_time = time_getWallclockSeconds();
#ifdef HYPRE_USING_OPENMP
#pragma omp parallel for private(i) HYPRE_SMP_SCHEDULE
#endif
for (i = 0; i < n_fine; i++) fine_to_coarse[i] -= my_first_cpt;
/*-----------------------------------------------------------------------
* Loop over fine grid points.
*-----------------------------------------------------------------------*/
#ifdef HYPRE_USING_OPENMP
#pragma omp parallel for private(i,j,jl,i1,jj,ns,ne,size,rest,diagonal,P_marker,P_marker_offd,jj_counter,jj_counter_offd,jj_begin_row,jj_end_row,jj_begin_row_offd,jj_end_row_offd) HYPRE_SMP_SCHEDULE
#endif
for (jl = 0; jl < num_threads; jl++)
{
size = n_fine/num_threads;
rest = n_fine - size*num_threads;
if (jl < rest)
{
ns = jl*size+jl;
ne = (jl+1)*size+jl+1;
}
else
{
ns = jl*size+rest;
ne = (jl+1)*size+rest;
}
jj_counter = 0;
if (jl > 0) jj_counter = jj_count[jl-1];
jj_counter_offd = 0;
if (jl > 0) jj_counter_offd = jj_count_offd[jl-1];
P_marker = hypre_CTAlloc(HYPRE_Int, n_fine);
if (num_cols_A_offd)
P_marker_offd = hypre_CTAlloc(HYPRE_Int, num_cols_A_offd);
else
P_marker_offd = NULL;
for (i = 0; i < n_fine; i++)
{
P_marker[i] = -1;
}
for (i = 0; i < num_cols_A_offd; i++)
{
P_marker_offd[i] = -1;
}
for (i = ns; i < ne; i++)
{
/*--------------------------------------------------------------------
* If i is a c-point, interpolation is the identity.
*--------------------------------------------------------------------*/
if (CF_marker[i] >= 0)
{
P_diag_i[i] = jj_counter;
P_diag_j[jj_counter] = fine_to_coarse[i];
P_diag_data[jj_counter] = one;
jj_counter++;
}
/*--------------------------------------------------------------------
* If i is an F-point, build interpolation.
*--------------------------------------------------------------------*/
else
{
/* Diagonal part of P */
P_diag_i[i] = jj_counter;
jj_begin_row = jj_counter;
for (jj = S_diag_i[i]; jj < S_diag_i[i+1]; jj++)
{
i1 = S_diag_j[jj];
/*--------------------------------------------------------------
* If neighbor i1 is a C-point, set column number in P_diag_j
* and initialize interpolation weight to zero.
*--------------------------------------------------------------*/
if (CF_marker[i1] >= 0)
{
P_marker[i1] = jj_counter;
P_diag_j[jj_counter] = fine_to_coarse[i1];
P_diag_data[jj_counter] = zero;
jj_counter++;
}
}
jj_end_row = jj_counter;
/* Off-Diagonal part of P */
P_offd_i[i] = jj_counter_offd;
jj_begin_row_offd = jj_counter_offd;
if (num_procs > 1)
{
if (col_offd_S_to_A)
{
for (jj = S_offd_i[i]; jj < S_offd_i[i+1]; jj++)
{
i1 = col_offd_S_to_A[S_offd_j[jj]];
/*-----------------------------------------------------------
* If neighbor i1 is a C-point, set column number in P_offd_j
* and initialize interpolation weight to zero.
*-----------------------------------------------------------*/
if (CF_marker_offd[i1] >= 0)
{
P_marker_offd[i1] = jj_counter_offd;
P_offd_j[jj_counter_offd] = i1;
P_offd_data[jj_counter_offd] = zero;
jj_counter_offd++;
}
}
}
else
{
for (jj = S_offd_i[i]; jj < S_offd_i[i+1]; jj++)
{
i1 = S_offd_j[jj];
/*-----------------------------------------------------------
* If neighbor i1 is a C-point, set column number in P_offd_j
* and initialize interpolation weight to zero.
*-----------------------------------------------------------*/
if (CF_marker_offd[i1] >= 0)
{
P_marker_offd[i1] = jj_counter_offd;
P_offd_j[jj_counter_offd] = i1;
P_offd_data[jj_counter_offd] = zero;
jj_counter_offd++;
}
}
}
}
jj_end_row_offd = jj_counter_offd;
diagonal = A_diag_data[A_diag_i[i]];
/* Loop over ith row of A. First, the diagonal part of A */
sum_N_pos = 0;
sum_N_neg = 0;
sum_P_pos = 0;
sum_P_neg = 0;
for (jj = A_diag_i[i]+1; jj < A_diag_i[i+1]; jj++)
{
i1 = A_diag_j[jj];
if (num_functions == 1 || dof_func[i1] == dof_func[i])
{
if (A_diag_data[jj] > 0)
sum_N_pos += A_diag_data[jj];
else
sum_N_neg += A_diag_data[jj];
}
/*--------------------------------------------------------------
* Case 1: neighbor i1 is a C-point and strongly influences i,
* accumulate a_{i,i1} into the interpolation weight.
*--------------------------------------------------------------*/
if (P_marker[i1] >= jj_begin_row)
{
P_diag_data[P_marker[i1]] += A_diag_data[jj];
if (A_diag_data[jj] > 0)
sum_P_pos += A_diag_data[jj];
else
sum_P_neg += A_diag_data[jj];
}
}
/*----------------------------------------------------------------
* Still looping over ith row of A. Next, loop over the
* off-diagonal part of A
*---------------------------------------------------------------*/
if (num_procs > 1)
{
for (jj = A_offd_i[i]; jj < A_offd_i[i+1]; jj++)
{
i1 = A_offd_j[jj];
if (num_functions == 1 || dof_func_offd[i1] == dof_func[i])
{
if (A_offd_data[jj] > 0)
sum_N_pos += A_offd_data[jj];
else
sum_N_neg += A_offd_data[jj];
}
/*--------------------------------------------------------------
* Case 1: neighbor i1 is a C-point and strongly influences i,
* accumulate a_{i,i1} into the interpolation weight.
*--------------------------------------------------------------*/
if (P_marker_offd[i1] >= jj_begin_row_offd)
{
P_offd_data[P_marker_offd[i1]] += A_offd_data[jj];
if (A_offd_data[jj] > 0)
sum_P_pos += A_offd_data[jj];
else
sum_P_neg += A_offd_data[jj];
}
}
}
if (sum_P_neg) alfa = sum_N_neg/sum_P_neg/diagonal;
if (sum_P_pos) beta = sum_N_pos/sum_P_pos/diagonal;
/*-----------------------------------------------------------------
* Set interpolation weight by dividing by the diagonal.
*-----------------------------------------------------------------*/
for (jj = jj_begin_row; jj < jj_end_row; jj++)
{
if (P_diag_data[jj]> 0)
P_diag_data[jj] *= -beta;
else
P_diag_data[jj] *= -alfa;
}
for (jj = jj_begin_row_offd; jj < jj_end_row_offd; jj++)
{
if (P_offd_data[jj]> 0)
P_offd_data[jj] *= -beta;
else
P_offd_data[jj] *= -alfa;
}
}
P_offd_i[i+1] = jj_counter_offd;
}
hypre_TFree(P_marker);
hypre_TFree(P_marker_offd);
}
P = hypre_ParCSRMatrixCreate(comm,
hypre_ParCSRMatrixGlobalNumRows(A),
total_global_cpts,
hypre_ParCSRMatrixColStarts(A),
num_cpts_global,
0,
P_diag_i[n_fine],
P_offd_i[n_fine]);
P_diag = hypre_ParCSRMatrixDiag(P);
hypre_CSRMatrixData(P_diag) = P_diag_data;
hypre_CSRMatrixI(P_diag) = P_diag_i;
hypre_CSRMatrixJ(P_diag) = P_diag_j;
P_offd = hypre_ParCSRMatrixOffd(P);
hypre_CSRMatrixData(P_offd) = P_offd_data;
hypre_CSRMatrixI(P_offd) = P_offd_i;
hypre_CSRMatrixJ(P_offd) = P_offd_j;
hypre_ParCSRMatrixOwnsRowStarts(P) = 0;
/* Compress P, removing coefficients smaller than trunc_factor * Max */
if (trunc_factor != 0.0 || max_elmts > 0)
{
hypre_BoomerAMGInterpTruncation(P, trunc_factor, max_elmts);
P_diag_data = hypre_CSRMatrixData(P_diag);
P_diag_i = hypre_CSRMatrixI(P_diag);
P_diag_j = hypre_CSRMatrixJ(P_diag);
P_offd_data = hypre_CSRMatrixData(P_offd);
P_offd_i = hypre_CSRMatrixI(P_offd);
P_offd_j = hypre_CSRMatrixJ(P_offd);
P_diag_size = P_diag_i[n_fine];
P_offd_size = P_offd_i[n_fine];
}
num_cols_P_offd = 0;
if (P_offd_size)
{
P_marker = hypre_CTAlloc(HYPRE_Int, num_cols_A_offd);
#ifdef HYPRE_USING_OPENMP
#pragma omp parallel for private(i) HYPRE_SMP_SCHEDULE
#endif
for (i=0; i < num_cols_A_offd; i++)
P_marker[i] = 0;
num_cols_P_offd = 0;
for (i=0; i < P_offd_size; i++)
{
index = P_offd_j[i];
if (!P_marker[index])
{
num_cols_P_offd++;
P_marker[index] = 1;
}
}
col_map_offd_P = hypre_CTAlloc(HYPRE_Int,num_cols_P_offd);
index = 0;
for (i=0; i < num_cols_P_offd; i++)
{
while (P_marker[index]==0) index++;
col_map_offd_P[i] = index++;
}
#ifdef HYPRE_USING_OPENMP
#pragma omp parallel for private(i) HYPRE_SMP_SCHEDULE
#endif
for (i=0; i < P_offd_size; i++)
P_offd_j[i] = hypre_BinarySearch(col_map_offd_P,
P_offd_j[i],
num_cols_P_offd);
hypre_TFree(P_marker);
}
for (i=0; i < n_fine; i++)
if (CF_marker[i] == -3) CF_marker[i] = -1;
if (num_cols_P_offd)
{
hypre_ParCSRMatrixColMapOffd(P) = col_map_offd_P;
hypre_CSRMatrixNumCols(P_offd) = num_cols_P_offd;
}
hypre_GetCommPkgRTFromCommPkgA(P,A,fine_to_coarse_offd);
*P_ptr = P;
hypre_TFree(CF_marker_offd);
hypre_TFree(dof_func_offd);
hypre_TFree(int_buf_data);
hypre_TFree(fine_to_coarse);
hypre_TFree(fine_to_coarse_offd);
hypre_TFree(coarse_counter);
hypre_TFree(jj_count);
hypre_TFree(jj_count_offd);
return(0);
}
HYPRE_Int
hypre_BoomerAMGInterpTruncation( hypre_ParCSRMatrix *P,
double trunc_factor,
HYPRE_Int max_elmts)
{
hypre_CSRMatrix *P_diag = hypre_ParCSRMatrixDiag(P);
HYPRE_Int *P_diag_i = hypre_CSRMatrixI(P_diag);
HYPRE_Int *P_diag_j = hypre_CSRMatrixJ(P_diag);
double *P_diag_data = hypre_CSRMatrixData(P_diag);
HYPRE_Int *P_diag_j_new;
double *P_diag_data_new;
hypre_CSRMatrix *P_offd = hypre_ParCSRMatrixOffd(P);
HYPRE_Int *P_offd_i = hypre_CSRMatrixI(P_offd);
HYPRE_Int *P_offd_j = hypre_CSRMatrixJ(P_offd);
double *P_offd_data = hypre_CSRMatrixData(P_offd);
HYPRE_Int *P_offd_j_new;
double *P_offd_data_new;
HYPRE_Int n_fine = hypre_CSRMatrixNumRows(P_diag);
HYPRE_Int num_cols = hypre_CSRMatrixNumCols(P_diag);
HYPRE_Int i, j, start_j;
HYPRE_Int ierr = 0;
HYPRE_Int next_open;
HYPRE_Int now_checking;
HYPRE_Int num_lost;
HYPRE_Int num_lost_global;
HYPRE_Int next_open_offd;
HYPRE_Int now_checking_offd;
HYPRE_Int num_lost_offd;
HYPRE_Int num_lost_global_offd;
HYPRE_Int P_diag_size;
HYPRE_Int P_offd_size;
HYPRE_Int num_elmts;
HYPRE_Int cnt, cnt_diag, cnt_offd;
double max_coef;
double row_sum;
double scale;
/* Threading variables. Entry i of num_lost_(offd_)per_thread holds the
* number of dropped entries over thread i's row range. Cum_lost_per_thread
* will temporarily store the cumulative number of dropped entries up to
* each thread. */
HYPRE_Int my_thread_num, num_threads, start, stop;
HYPRE_Int * max_num_threads = hypre_CTAlloc(HYPRE_Int, 1);
HYPRE_Int * cum_lost_per_thread;
HYPRE_Int * num_lost_per_thread;
HYPRE_Int * num_lost_offd_per_thread;
/* Initialize threading variables */
max_num_threads[0] = hypre_NumThreads();
cum_lost_per_thread = hypre_CTAlloc(HYPRE_Int, max_num_threads[0]);
num_lost_per_thread = hypre_CTAlloc(HYPRE_Int, max_num_threads[0]);
num_lost_offd_per_thread = hypre_CTAlloc(HYPRE_Int, max_num_threads[0]);
for(i=0; i < max_num_threads[0]; i++)
{
num_lost_per_thread[i] = 0;
num_lost_offd_per_thread[i] = 0;
}
#ifdef HYPRE_USING_OPENMP
#pragma omp parallel private(i,my_thread_num,num_threads,max_coef,j,start_j,row_sum,scale,num_lost,now_checking,next_open,num_lost_offd,now_checking_offd,next_open_offd,start,stop,cnt_diag,cnt_offd,num_elmts,cnt)
#endif
{
my_thread_num = hypre_GetThreadNum();
num_threads = hypre_NumActiveThreads();
/* Compute each thread's range of rows to truncate and compress. Note,
* that i, j and data are all compressed as entries are dropped, but
* that the compression only occurs locally over each thread's row
* range. P_diag_i is only made globally consistent at the end of this
* routine. During the dropping phases, P_diag_i[stop] will point to
* the start of the next thread's row range. */
/* my row range */
start = (n_fine/num_threads)*my_thread_num;
if (my_thread_num == num_threads-1)
{ stop = n_fine; }
else
{ stop = (n_fine/num_threads)*(my_thread_num+1); }
/*
* Truncate based on truncation tolerance
*/
if (trunc_factor > 0)
{
num_lost = 0;
num_lost_offd = 0;
next_open = P_diag_i[start];
now_checking = P_diag_i[start];
next_open_offd = P_offd_i[start];;
now_checking_offd = P_offd_i[start];;
for (i = start; i < stop; i++)
{
max_coef = 0;
for (j = P_diag_i[i]; j < P_diag_i[i+1]; j++)
max_coef = (max_coef < fabs(P_diag_data[j])) ?
fabs(P_diag_data[j]) : max_coef;
for (j = P_offd_i[i]; j < P_offd_i[i+1]; j++)
max_coef = (max_coef < fabs(P_offd_data[j])) ?
fabs(P_offd_data[j]) : max_coef;
max_coef *= trunc_factor;
start_j = P_diag_i[i];
P_diag_i[i] -= num_lost;
row_sum = 0;
scale = 0;
for (j = start_j; j < P_diag_i[i+1]; j++)
{
row_sum += P_diag_data[now_checking];
if (fabs(P_diag_data[now_checking]) < max_coef)
{
num_lost++;
now_checking++;
}
else
{
scale += P_diag_data[now_checking];
P_diag_data[next_open] = P_diag_data[now_checking];
P_diag_j[next_open] = P_diag_j[now_checking];
now_checking++;
next_open++;
}
}
start_j = P_offd_i[i];
P_offd_i[i] -= num_lost_offd;
for (j = start_j; j < P_offd_i[i+1]; j++)
{
row_sum += P_offd_data[now_checking_offd];
if (fabs(P_offd_data[now_checking_offd]) < max_coef)
{
num_lost_offd++;
now_checking_offd++;
}
else
{
scale += P_offd_data[now_checking_offd];
P_offd_data[next_open_offd] = P_offd_data[now_checking_offd];
P_offd_j[next_open_offd] = P_offd_j[now_checking_offd];
now_checking_offd++;
next_open_offd++;
}
}
/* normalize row of P */
if (scale != 0.)
{
if (scale != row_sum)
{
scale = row_sum/scale;
for (j = P_diag_i[i]; j < (P_diag_i[i+1]-num_lost); j++)
P_diag_data[j] *= scale;
for (j = P_offd_i[i]; j < (P_offd_i[i+1]-num_lost_offd); j++)
P_offd_data[j] *= scale;
}
}
} /* end loop for (i = 0; i < n_fine; i++) */
/* store number of dropped elements and number of threads */
if(my_thread_num == 0)
{ max_num_threads[0] = num_threads; }
num_lost_per_thread[my_thread_num] = num_lost;
num_lost_offd_per_thread[my_thread_num] = num_lost_offd;
} /* end if (trunc_factor > 0) */
/*
* Truncate based on capping the nnz per row
*
*/
if (max_elmts > 0)
{
HYPRE_Int P_mxnum, cnt1, last_index, last_index_offd;
HYPRE_Int *P_aux_j;
double *P_aux_data;
/* find maximum row length locally over this row range */
P_mxnum = 0;
for (i=start; i<stop; i++)
{
/* Note P_diag_i[stop] is the starting point for the next thread
* in j and data, not the stop point for this thread */
last_index = P_diag_i[i+1];
last_index_offd = P_offd_i[i+1];
if(i == stop-1)
{
last_index -= num_lost_per_thread[my_thread_num];
last_index_offd -= num_lost_offd_per_thread[my_thread_num];
}
cnt1 = last_index-P_diag_i[i] + last_index_offd-P_offd_i[i];
if (cnt1 > P_mxnum) P_mxnum = cnt1;
}
/* Some rows exceed max_elmts, and require truncation. Essentially,
* each thread truncates and compresses its range of rows locally. */
if (P_mxnum > max_elmts)
{
num_lost = 0;
num_lost_offd = 0;
/* two temporary arrays to hold row i for temporary operations */
P_aux_j = hypre_CTAlloc(HYPRE_Int, P_mxnum);
P_aux_data = hypre_CTAlloc(double, P_mxnum);
cnt_diag = P_diag_i[start];
cnt_offd = P_offd_i[start];
for (i = start; i < stop; i++)
{
/* Note P_diag_i[stop] is the starting point for the next thread
* in j and data, not the stop point for this thread */
last_index = P_diag_i[i+1];
last_index_offd = P_offd_i[i+1];
if(i == stop-1)
{
last_index -= num_lost_per_thread[my_thread_num];
last_index_offd -= num_lost_offd_per_thread[my_thread_num];
}
row_sum = 0;
num_elmts = last_index-P_diag_i[i] + last_index_offd-P_offd_i[i];
if (max_elmts < num_elmts)
{
/* copy both diagonal and off-diag parts of row i to _aux_ arrays */
cnt = 0;
for (j = P_diag_i[i]; j < last_index; j++)
{
P_aux_j[cnt] = P_diag_j[j];
P_aux_data[cnt++] = P_diag_data[j];
row_sum += P_diag_data[j];
}
num_lost += cnt;
cnt1 = cnt;
for (j = P_offd_i[i]; j < last_index_offd; j++)
{
P_aux_j[cnt] = P_offd_j[j]+num_cols;
P_aux_data[cnt++] = P_offd_data[j];
row_sum += P_offd_data[j];
}
num_lost_offd += cnt-cnt1;
/* sort data */
hypre_qsort2abs(P_aux_j,P_aux_data,0,cnt-1);
scale = 0;
P_diag_i[i] = cnt_diag;
P_offd_i[i] = cnt_offd;
for (j = 0; j < max_elmts; j++)
{
scale += P_aux_data[j];
if (P_aux_j[j] < num_cols)
{
P_diag_j[cnt_diag] = P_aux_j[j];
P_diag_data[cnt_diag++] = P_aux_data[j];
}
else
{
P_offd_j[cnt_offd] = P_aux_j[j]-num_cols;
P_offd_data[cnt_offd++] = P_aux_data[j];
}
}
num_lost -= cnt_diag-P_diag_i[i];
num_lost_offd -= cnt_offd-P_offd_i[i];
/* normalize row of P */
if (scale != 0.)
{
if (scale != row_sum)
{
scale = row_sum/scale;
for (j = P_diag_i[i]; j < cnt_diag; j++)
P_diag_data[j] *= scale;
for (j = P_offd_i[i]; j < cnt_offd; j++)
P_offd_data[j] *= scale;
}
}
} /* end if (max_elmts < num_elmts) */
else
{
/* nothing dropped from this row, but still have to shift entries back
* by the number dropped so far */
if (P_diag_i[i] != cnt_diag)
{
start_j = P_diag_i[i];
P_diag_i[i] = cnt_diag;
for (j = start_j; j < last_index; j++)
{
P_diag_j[cnt_diag] = P_diag_j[j];
P_diag_data[cnt_diag++] = P_diag_data[j];
}
}
else
cnt_diag += last_index-P_diag_i[i];
if (P_offd_i[i] != cnt_offd)
{
start_j = P_offd_i[i];
P_offd_i[i] = cnt_offd;
for (j = start_j; j < last_index_offd; j++)
{
P_offd_j[cnt_offd] = P_offd_j[j];
P_offd_data[cnt_offd++] = P_offd_data[j];
}
}
else
cnt_offd += last_index_offd-P_offd_i[i];
}
} /* end for (i = 0; i < n_fine; i++) */
num_lost_per_thread[my_thread_num] += num_lost;
num_lost_offd_per_thread[my_thread_num] += num_lost_offd;
hypre_TFree(P_aux_j);
hypre_TFree(P_aux_data);
} /* end if (P_mxnum > max_elmts) */
} /* end if (max_elmts > 0) */
/* Sum up num_lost_global */
#ifdef HYPRE_USING_OPENMP
#pragma omp barrier
#endif
if(my_thread_num == 0)
{
num_lost_global = 0;
num_lost_global_offd = 0;
for(i = 0; i < max_num_threads[0]; i++)
{
num_lost_global += num_lost_per_thread[i];
num_lost_global_offd += num_lost_offd_per_thread[i];
}
}
#ifdef HYPRE_USING_OPENMP
#pragma omp barrier
#endif
/*
* Synchronize and create new diag data structures
*/
if (num_lost_global)
{
/* Each thread has it's own locally compressed CSR matrix from rows start
* to stop. Now, we have to copy each thread's chunk into the new
* process-wide CSR data structures
*
* First, we compute the new process-wide number of nonzeros (i.e.,
* P_diag_size), and compute cum_lost_per_thread[k] so that this
* entry holds the cumulative sum of entries dropped up to and
* including thread k. */
if(my_thread_num == 0)
{
P_diag_size = P_diag_i[n_fine];
for(i = 0; i < max_num_threads[0]; i++)
{
P_diag_size -= num_lost_per_thread[i];
if(i > 0)
{ cum_lost_per_thread[i] = num_lost_per_thread[i] + cum_lost_per_thread[i-1]; }
else
{ cum_lost_per_thread[i] = num_lost_per_thread[i]; }
}
P_diag_j_new = hypre_CTAlloc(HYPRE_Int,P_diag_size);
P_diag_data_new = hypre_CTAlloc(double,P_diag_size);
}
#ifdef HYPRE_USING_OPENMP
#pragma omp barrier
#endif
/* points to next open spot in new data structures for this thread */
if(my_thread_num == 0)
{ next_open = 0; }
else
{
/* remember, cum_lost_per_thread[k] stores the num dropped up to and
* including thread k */
next_open = P_diag_i[start] - cum_lost_per_thread[my_thread_num-1];
}
/* copy the j and data arrays over */
for(i = P_diag_i[start]; i < P_diag_i[stop] - num_lost_per_thread[my_thread_num]; i++)
{
P_diag_j_new[next_open] = P_diag_j[i];
P_diag_data_new[next_open] = P_diag_data[i];
next_open += 1;
}
#ifdef HYPRE_USING_OPENMP
#pragma omp barrier
#endif
/* update P_diag_i with number of dropped entries by all lower ranked
* threads */
if(my_thread_num > 0)
{
for(i=start; i<stop; i++)
{
P_diag_i[i] -= cum_lost_per_thread[my_thread_num-1];
}
}
if(my_thread_num == 0)
{
/* Set last entry */
P_diag_i[n_fine] = P_diag_size ;
hypre_TFree(P_diag_j);
hypre_TFree(P_diag_data);
hypre_CSRMatrixJ(P_diag) = P_diag_j_new;
hypre_CSRMatrixData(P_diag) = P_diag_data_new;
hypre_CSRMatrixNumNonzeros(P_diag) = P_diag_size;
}
}
/*
* Synchronize and create new offd data structures
*/
#ifdef HYPRE_USING_OPENMP
#pragma omp barrier
#endif
if (num_lost_global_offd)
{
/* Repeat process for off-diagonal */
if(my_thread_num == 0)
{
P_offd_size = P_offd_i[n_fine];
for(i = 0; i < max_num_threads[0]; i++)
{
P_offd_size -= num_lost_offd_per_thread[i];
if(i > 0)
{ cum_lost_per_thread[i] = num_lost_offd_per_thread[i] + cum_lost_per_thread[i-1]; }
else
{ cum_lost_per_thread[i] = num_lost_offd_per_thread[i]; }
}
P_offd_j_new = hypre_CTAlloc(HYPRE_Int,P_offd_size);
P_offd_data_new = hypre_CTAlloc(double,P_offd_size);
}
#ifdef HYPRE_USING_OPENMP
#pragma omp barrier
#endif
/* points to next open spot in new data structures for this thread */
if(my_thread_num == 0)
{ next_open = 0; }
else
{
/* remember, cum_lost_per_thread[k] stores the num dropped up to and
* including thread k */
next_open = P_offd_i[start] - cum_lost_per_thread[my_thread_num-1];
}
/* copy the j and data arrays over */
for(i = P_offd_i[start]; i < P_offd_i[stop] - num_lost_offd_per_thread[my_thread_num]; i++)
{
P_offd_j_new[next_open] = P_offd_j[i];
P_offd_data_new[next_open] = P_offd_data[i];
next_open += 1;
}
#ifdef HYPRE_USING_OPENMP
#pragma omp barrier
#endif
/* update P_offd_i with number of dropped entries by all lower ranked
* threads */
if(my_thread_num > 0)
{
for(i=start; i<stop; i++)
{
P_offd_i[i] -= cum_lost_per_thread[my_thread_num-1];
}
}
if(my_thread_num == 0)
{
/* Set last entry */
P_offd_i[n_fine] = P_offd_size ;
hypre_TFree(P_offd_j);
hypre_TFree(P_offd_data);
hypre_CSRMatrixJ(P_offd) = P_offd_j_new;
hypre_CSRMatrixData(P_offd) = P_offd_data_new;
hypre_CSRMatrixNumNonzeros(P_offd) = P_offd_size;
}
}
} /* end parallel region */
hypre_TFree(max_num_threads);
hypre_TFree(cum_lost_per_thread);
hypre_TFree(num_lost_per_thread);
hypre_TFree(num_lost_offd_per_thread);
return ierr;
}
/* sort both v and w, in place, but based only on entries in w */
void hypre_qsort2abs( HYPRE_Int *v,
double *w,
HYPRE_Int left,
HYPRE_Int right )
{
HYPRE_Int i, last;
if (left >= right)
return;
swap2( v, w, left, (left+right)/2);
last = left;
for (i = left+1; i <= right; i++)
if (fabs(w[i]) > fabs(w[left]))
{
swap2(v, w, ++last, i);
}
swap2(v, w, left, last);
hypre_qsort2abs(v, w, left, last-1);
hypre_qsort2abs(v, w, last+1, right);
}
/*---------------------------------------------------------------------------
* hypre_BoomerAMGBuildInterpModUnk - this is a modified interpolation for the unknown approach.
* here we need to pass in a strength matrix built on the entire matrix.
*
*--------------------------------------------------------------------------*/
HYPRE_Int
hypre_BoomerAMGBuildInterpModUnk( hypre_ParCSRMatrix *A,
HYPRE_Int *CF_marker,
hypre_ParCSRMatrix *S,
HYPRE_Int *num_cpts_global,
HYPRE_Int num_functions,
HYPRE_Int *dof_func,
HYPRE_Int debug_flag,
double trunc_factor,
HYPRE_Int max_elmts,
HYPRE_Int *col_offd_S_to_A,
hypre_ParCSRMatrix **P_ptr)
{
MPI_Comm comm = hypre_ParCSRMatrixComm(A);
hypre_ParCSRCommPkg *comm_pkg = hypre_ParCSRMatrixCommPkg(A);
hypre_ParCSRCommHandle *comm_handle;
hypre_CSRMatrix *A_diag = hypre_ParCSRMatrixDiag(A);
double *A_diag_data = hypre_CSRMatrixData(A_diag);
HYPRE_Int *A_diag_i = hypre_CSRMatrixI(A_diag);
HYPRE_Int *A_diag_j = hypre_CSRMatrixJ(A_diag);
hypre_CSRMatrix *A_offd = hypre_ParCSRMatrixOffd(A);
double *A_offd_data = hypre_CSRMatrixData(A_offd);
HYPRE_Int *A_offd_i = hypre_CSRMatrixI(A_offd);
HYPRE_Int *A_offd_j = hypre_CSRMatrixJ(A_offd);
HYPRE_Int num_cols_A_offd = hypre_CSRMatrixNumCols(A_offd);
HYPRE_Int *col_map_offd = hypre_ParCSRMatrixColMapOffd(A);
hypre_CSRMatrix *S_diag = hypre_ParCSRMatrixDiag(S);
HYPRE_Int *S_diag_i = hypre_CSRMatrixI(S_diag);
HYPRE_Int *S_diag_j = hypre_CSRMatrixJ(S_diag);
hypre_CSRMatrix *S_offd = hypre_ParCSRMatrixOffd(S);
HYPRE_Int *S_offd_i = hypre_CSRMatrixI(S_offd);
HYPRE_Int *S_offd_j = hypre_CSRMatrixJ(S_offd);
hypre_ParCSRMatrix *P;
HYPRE_Int *col_map_offd_P;
HYPRE_Int *CF_marker_offd = NULL;
HYPRE_Int *dof_func_offd = NULL;
hypre_CSRMatrix *A_ext;
double *A_ext_data = NULL;
HYPRE_Int *A_ext_i = NULL;
HYPRE_Int *A_ext_j = NULL;
hypre_CSRMatrix *P_diag;
hypre_CSRMatrix *P_offd;
double *P_diag_data;
HYPRE_Int *P_diag_i;
HYPRE_Int *P_diag_j;
double *P_offd_data;
HYPRE_Int *P_offd_i;
HYPRE_Int *P_offd_j;
HYPRE_Int P_diag_size, P_offd_size;
HYPRE_Int *P_marker, *P_marker_offd;
HYPRE_Int jj_counter,jj_counter_offd;
HYPRE_Int *jj_count, *jj_count_offd;
HYPRE_Int jj_begin_row,jj_begin_row_offd;
HYPRE_Int jj_end_row,jj_end_row_offd;
HYPRE_Int start_indexing = 0; /* start indexing for P_data at 0 */
HYPRE_Int n_fine = hypre_CSRMatrixNumRows(A_diag);
HYPRE_Int strong_f_marker;
HYPRE_Int *fine_to_coarse;
HYPRE_Int *fine_to_coarse_offd;
HYPRE_Int *coarse_counter;
HYPRE_Int coarse_shift;
HYPRE_Int total_global_cpts;
HYPRE_Int num_cols_P_offd,my_first_cpt;
HYPRE_Int i,i1,i2;
HYPRE_Int j,jl,jj,jj1;
HYPRE_Int k,kc;
HYPRE_Int start;
HYPRE_Int sgn;
HYPRE_Int c_num;
double diagonal;
double sum;
double distribute;
double zero = 0.0;
double one = 1.0;
HYPRE_Int my_id;
HYPRE_Int num_procs;
HYPRE_Int num_threads;
HYPRE_Int num_sends;
HYPRE_Int index;
HYPRE_Int ns, ne, size, rest;
HYPRE_Int print_level = 0;
HYPRE_Int *int_buf_data;
HYPRE_Int col_1 = hypre_ParCSRMatrixFirstRowIndex(A);
HYPRE_Int local_numrows = hypre_CSRMatrixNumRows(A_diag);
HYPRE_Int col_n = col_1 + local_numrows;
double wall_time; /* for debugging instrumentation */
hypre_MPI_Comm_size(comm, &num_procs);
hypre_MPI_Comm_rank(comm,&my_id);
num_threads = hypre_NumThreads();
#ifdef HYPRE_NO_GLOBAL_PARTITION
my_first_cpt = num_cpts_global[0];
if (my_id == (num_procs -1)) total_global_cpts = num_cpts_global[1];
hypre_MPI_Bcast(&total_global_cpts, 1, HYPRE_MPI_INT, num_procs-1, comm);
#else
my_first_cpt = num_cpts_global[my_id];
total_global_cpts = num_cpts_global[num_procs];
#endif
/*-------------------------------------------------------------------
* Get the CF_marker data for the off-processor columns
*-------------------------------------------------------------------*/
if (debug_flag < 0)
{
debug_flag = -debug_flag;
print_level = 1;
}
if (debug_flag==4) wall_time = time_getWallclockSeconds();
if (num_cols_A_offd) CF_marker_offd = hypre_CTAlloc(HYPRE_Int, num_cols_A_offd);
if (num_functions > 1 && num_cols_A_offd)
dof_func_offd = hypre_CTAlloc(HYPRE_Int, num_cols_A_offd);
if (!comm_pkg)
{
hypre_MatvecCommPkgCreate(A);
comm_pkg = hypre_ParCSRMatrixCommPkg(A);
}
num_sends = hypre_ParCSRCommPkgNumSends(comm_pkg);
int_buf_data = hypre_CTAlloc(HYPRE_Int, hypre_ParCSRCommPkgSendMapStart(comm_pkg,
num_sends));
index = 0;
for (i = 0; i < num_sends; i++)
{
start = hypre_ParCSRCommPkgSendMapStart(comm_pkg, i);
for (j = start; j < hypre_ParCSRCommPkgSendMapStart(comm_pkg, i+1); j++)
int_buf_data[index++]
= CF_marker[hypre_ParCSRCommPkgSendMapElmt(comm_pkg,j)];
}
comm_handle = hypre_ParCSRCommHandleCreate( 11, comm_pkg, int_buf_data,
CF_marker_offd);
hypre_ParCSRCommHandleDestroy(comm_handle);
if (num_functions > 1)
{
index = 0;
for (i = 0; i < num_sends; i++)
{
start = hypre_ParCSRCommPkgSendMapStart(comm_pkg, i);
for (j=start; j < hypre_ParCSRCommPkgSendMapStart(comm_pkg, i+1); j++)
int_buf_data[index++]
= dof_func[hypre_ParCSRCommPkgSendMapElmt(comm_pkg,j)];
}
comm_handle = hypre_ParCSRCommHandleCreate( 11, comm_pkg, int_buf_data,
dof_func_offd);
hypre_ParCSRCommHandleDestroy(comm_handle);
}
if (debug_flag==4)
{
wall_time = time_getWallclockSeconds() - wall_time;
hypre_printf("Proc = %d Interp: Comm 1 CF_marker = %f\n",
my_id, wall_time);
fflush(NULL);
}
/*----------------------------------------------------------------------
* Get the ghost rows of A
*---------------------------------------------------------------------*/
if (debug_flag==4) wall_time = time_getWallclockSeconds();
if (num_procs > 1)
{
A_ext = hypre_ParCSRMatrixExtractBExt(A,A,1);
A_ext_i = hypre_CSRMatrixI(A_ext);
A_ext_j = hypre_CSRMatrixJ(A_ext);
A_ext_data = hypre_CSRMatrixData(A_ext);
}
index = 0;
for (i=0; i < num_cols_A_offd; i++)
{
for (j=A_ext_i[i]; j < A_ext_i[i+1]; j++)
{
k = A_ext_j[j];
if (k >= col_1 && k < col_n)
{
A_ext_j[index] = k - col_1;
A_ext_data[index++] = A_ext_data[j];
}
else
{
kc = hypre_BinarySearch(col_map_offd,k,num_cols_A_offd);
if (kc > -1)
{
A_ext_j[index] = -kc-1;
A_ext_data[index++] = A_ext_data[j];
}
}
}
A_ext_i[i] = index;
}
for (i = num_cols_A_offd; i > 0; i--)
A_ext_i[i] = A_ext_i[i-1];
if (num_procs > 1) A_ext_i[0] = 0;
if (debug_flag==4)
{
wall_time = time_getWallclockSeconds() - wall_time;
hypre_printf("Proc = %d Interp: Comm 2 Get A_ext = %f\n",
my_id, wall_time);
fflush(NULL);
}
/*-----------------------------------------------------------------------
* First Pass: Determine size of P and fill in fine_to_coarse mapping.
*-----------------------------------------------------------------------*/
/*-----------------------------------------------------------------------
* Intialize counters and allocate mapping vector.
*-----------------------------------------------------------------------*/
coarse_counter = hypre_CTAlloc(HYPRE_Int, num_threads);
jj_count = hypre_CTAlloc(HYPRE_Int, num_threads);
jj_count_offd = hypre_CTAlloc(HYPRE_Int, num_threads);
fine_to_coarse = hypre_CTAlloc(HYPRE_Int, n_fine);
#ifdef HYPRE_USING_OPENMP
#pragma omp parallel for private(i) HYPRE_SMP_SCHEDULE
#endif
for (i = 0; i < n_fine; i++) fine_to_coarse[i] = -1;
jj_counter = start_indexing;
jj_counter_offd = start_indexing;
/*-----------------------------------------------------------------------
* Loop over fine grid.
*-----------------------------------------------------------------------*/
/* RDF: this looks a little tricky, but doable */
#ifdef HYPRE_USING_OPENMP
#pragma omp parallel for private(i,j,i1,jj,ns,ne,size,rest) HYPRE_SMP_SCHEDULE
#endif
for (j = 0; j < num_threads; j++)
{
size = n_fine/num_threads;
rest = n_fine - size*num_threads;
if (j < rest)
{
ns = j*size+j;
ne = (j+1)*size+j+1;
}
else
{
ns = j*size+rest;
ne = (j+1)*size+rest;
}
for (i = ns; i < ne; i++)
{
/*--------------------------------------------------------------------
* If i is a C-point, interpolation is the identity. Also set up
* mapping vector.
*--------------------------------------------------------------------*/
if (CF_marker[i] >= 0)
{
jj_count[j]++;
fine_to_coarse[i] = coarse_counter[j];
coarse_counter[j]++;
}
/*--------------------------------------------------------------------
* If i is an F-point, interpolation is from the C-points that
* strongly influence i.
*--------------------------------------------------------------------*/
else
{
for (jj = S_diag_i[i]; jj < S_diag_i[i+1]; jj++)
{
i1 = S_diag_j[jj];
if (CF_marker[i1] >= 0)
{
jj_count[j]++;
}
}
if (num_procs > 1)
{
if (col_offd_S_to_A)
{
for (jj = S_offd_i[i]; jj < S_offd_i[i+1]; jj++)
{
i1 = col_offd_S_to_A[S_offd_j[jj]];
if (CF_marker_offd[i1] >= 0)
{
jj_count_offd[j]++;
}
}
}
else
{
for (jj = S_offd_i[i]; jj < S_offd_i[i+1]; jj++)
{
i1 = S_offd_j[jj];
if (CF_marker_offd[i1] >= 0)
{
jj_count_offd[j]++;
}
}
}
}
}
}
}
/*-----------------------------------------------------------------------
* Allocate arrays.
*-----------------------------------------------------------------------*/
for (i=0; i < num_threads-1; i++)
{
coarse_counter[i+1] += coarse_counter[i];
jj_count[i+1] += jj_count[i];
jj_count_offd[i+1] += jj_count_offd[i];
}
i = num_threads-1;
jj_counter = jj_count[i];
jj_counter_offd = jj_count_offd[i];
P_diag_size = jj_counter;
P_diag_i = hypre_CTAlloc(HYPRE_Int, n_fine+1);
P_diag_j = hypre_CTAlloc(HYPRE_Int, P_diag_size);
P_diag_data = hypre_CTAlloc(double, P_diag_size);
P_diag_i[n_fine] = jj_counter;
P_offd_size = jj_counter_offd;
P_offd_i = hypre_CTAlloc(HYPRE_Int, n_fine+1);
P_offd_j = hypre_CTAlloc(HYPRE_Int, P_offd_size);
P_offd_data = hypre_CTAlloc(double, P_offd_size);
/*-----------------------------------------------------------------------
* Intialize some stuff.
*-----------------------------------------------------------------------*/
jj_counter = start_indexing;
jj_counter_offd = start_indexing;
if (debug_flag==4)
{
wall_time = time_getWallclockSeconds() - wall_time;
hypre_printf("Proc = %d Interp: Internal work 1 = %f\n",
my_id, wall_time);
fflush(NULL);
}
/*-----------------------------------------------------------------------
* Send and receive fine_to_coarse info.
*-----------------------------------------------------------------------*/
if (debug_flag==4) wall_time = time_getWallclockSeconds();
fine_to_coarse_offd = hypre_CTAlloc(HYPRE_Int, num_cols_A_offd);
#ifdef HYPRE_USING_OPENMP
#pragma omp parallel for private(i,j,ns,ne,size,rest,coarse_shift) HYPRE_SMP_SCHEDULE
#endif
for (j = 0; j < num_threads; j++)
{
coarse_shift = 0;
if (j > 0) coarse_shift = coarse_counter[j-1];
size = n_fine/num_threads;
rest = n_fine - size*num_threads;
if (j < rest)
{
ns = j*size+j;
ne = (j+1)*size+j+1;
}
else
{
ns = j*size+rest;
ne = (j+1)*size+rest;
}
for (i = ns; i < ne; i++)
fine_to_coarse[i] += my_first_cpt+coarse_shift;
}
index = 0;
for (i = 0; i < num_sends; i++)
{
start = hypre_ParCSRCommPkgSendMapStart(comm_pkg, i);
for (j = start; j < hypre_ParCSRCommPkgSendMapStart(comm_pkg, i+1); j++)
int_buf_data[index++]
= fine_to_coarse[hypre_ParCSRCommPkgSendMapElmt(comm_pkg,j)];
}
comm_handle = hypre_ParCSRCommHandleCreate( 11, comm_pkg, int_buf_data,
fine_to_coarse_offd);
hypre_ParCSRCommHandleDestroy(comm_handle);
if (debug_flag==4)
{
wall_time = time_getWallclockSeconds() - wall_time;
hypre_printf("Proc = %d Interp: Comm 4 FineToCoarse = %f\n",
my_id, wall_time);
fflush(NULL);
}
if (debug_flag==4) wall_time = time_getWallclockSeconds();
#ifdef HYPRE_USING_OPENMP
#pragma omp parallel for private(i) HYPRE_SMP_SCHEDULE
#endif
for (i = 0; i < n_fine; i++) fine_to_coarse[i] -= my_first_cpt;
/*-----------------------------------------------------------------------
* Loop over fine grid points.
*-----------------------------------------------------------------------*/
#ifdef HYPRE_USING_OPENMP
#pragma omp parallel for private(i,j,jl,i1,i2,jj,jj1,ns,ne,size,rest,sum,diagonal,distribute,P_marker,P_marker_offd,strong_f_marker,jj_counter,jj_counter_offd,sgn,c_num,jj_begin_row,jj_end_row,jj_begin_row_offd,jj_end_row_offd) HYPRE_SMP_SCHEDULE
#endif
for (jl = 0; jl < num_threads; jl++)
{
size = n_fine/num_threads;
rest = n_fine - size*num_threads;
if (jl < rest)
{
ns = jl*size+jl;
ne = (jl+1)*size+jl+1;
}
else
{
ns = jl*size+rest;
ne = (jl+1)*size+rest;
}
jj_counter = 0;
if (jl > 0) jj_counter = jj_count[jl-1];
jj_counter_offd = 0;
if (jl > 0) jj_counter_offd = jj_count_offd[jl-1];
P_marker = hypre_CTAlloc(HYPRE_Int, n_fine);
if (num_cols_A_offd)
P_marker_offd = hypre_CTAlloc(HYPRE_Int, num_cols_A_offd);
else
P_marker_offd = NULL;
for (i = 0; i < n_fine; i++)
{
P_marker[i] = -1;
}
for (i = 0; i < num_cols_A_offd; i++)
{
P_marker_offd[i] = -1;
}
strong_f_marker = -2;
for (i = ns; i < ne; i++)
{
/*--------------------------------------------------------------------
* If i is a c-point, interpolation is the identity.
*--------------------------------------------------------------------*/
if (CF_marker[i] >= 0)
{
P_diag_i[i] = jj_counter;
P_diag_j[jj_counter] = fine_to_coarse[i];
P_diag_data[jj_counter] = one;
jj_counter++;
}
/*--------------------------------------------------------------------
* If i is an F-point, build interpolation.
*--------------------------------------------------------------------*/
else
{
/* Diagonal part of P */
P_diag_i[i] = jj_counter;
jj_begin_row = jj_counter;
for (jj = S_diag_i[i]; jj < S_diag_i[i+1]; jj++)
{
i1 = S_diag_j[jj];
/*--------------------------------------------------------------
* If neighbor i1 is a C-point, set column number in P_diag_j
* and initialize interpolation weight to zero.
*--------------------------------------------------------------*/
if (CF_marker[i1] >= 0)
{
P_marker[i1] = jj_counter;
P_diag_j[jj_counter] = fine_to_coarse[i1];
P_diag_data[jj_counter] = zero;
jj_counter++;
}
/*--------------------------------------------------------------
* If neighbor i1 is an F-point, mark it as a strong F-point
* whose connection needs to be distributed.
*--------------------------------------------------------------*/
else if (CF_marker[i1] != -3)
{
P_marker[i1] = strong_f_marker;
}
}
jj_end_row = jj_counter;
/* Off-Diagonal part of P */
P_offd_i[i] = jj_counter_offd;
jj_begin_row_offd = jj_counter_offd;
if (num_procs > 1)
{
if (col_offd_S_to_A)
{
for (jj = S_offd_i[i]; jj < S_offd_i[i+1]; jj++)
{
i1 = col_offd_S_to_A[S_offd_j[jj]];
/*-----------------------------------------------------------
* If neighbor i1 is a C-point, set column number in P_offd_j
* and initialize interpolation weight to zero.
*-----------------------------------------------------------*/
if (CF_marker_offd[i1] >= 0)
{
P_marker_offd[i1] = jj_counter_offd;
/*P_offd_j[jj_counter_offd] = fine_to_coarse_offd[i1];*/
P_offd_j[jj_counter_offd] = i1;
P_offd_data[jj_counter_offd] = zero;
jj_counter_offd++;
}
/*-----------------------------------------------------------
* If neighbor i1 is an F-point, mark it as a strong F-point
* whose connection needs to be distributed.
*-----------------------------------------------------------*/
else if (CF_marker_offd[i1] != -3)
{
P_marker_offd[i1] = strong_f_marker;
}
}
}
else
{
for (jj = S_offd_i[i]; jj < S_offd_i[i+1]; jj++)
{
i1 = S_offd_j[jj];
/*-----------------------------------------------------------
* If neighbor i1 is a C-point, set column number in P_offd_j
* and initialize interpolation weight to zero.
*-----------------------------------------------------------*/
if (CF_marker_offd[i1] >= 0)
{
P_marker_offd[i1] = jj_counter_offd;
/*P_offd_j[jj_counter_offd] = fine_to_coarse_offd[i1];*/
P_offd_j[jj_counter_offd] = i1;
P_offd_data[jj_counter_offd] = zero;
jj_counter_offd++;
}
/*-----------------------------------------------------------
* If neighbor i1 is an F-point, mark it as a strong F-point
* whose connection needs to be distributed.
*-----------------------------------------------------------*/
else if (CF_marker_offd[i1] != -3)
{
P_marker_offd[i1] = strong_f_marker;
}
}
}
}
jj_end_row_offd = jj_counter_offd;
diagonal = A_diag_data[A_diag_i[i]];
/* Loop over ith row of A. First, the diagonal part of A */
for (jj = A_diag_i[i]+1; jj < A_diag_i[i+1]; jj++)
{
i1 = A_diag_j[jj];
/*--------------------------------------------------------------
* Case 1: neighbor i1 is a C-point and strongly influences i,
* accumulate a_{i,i1} into the interpolation weight.
*--------------------------------------------------------------*/
if (P_marker[i1] >= jj_begin_row)
{
P_diag_data[P_marker[i1]] += A_diag_data[jj];
}
/*--------------------------------------------------------------
* Case 2: neighbor i1 is an F-point and strongly influences i,
* distribute a_{i,i1} to C-points that strongly infuence i.
* Note: currently no distribution to the diagonal in this case.
HERE, we only want to distribut to points of the SAME function type
*--------------------------------------------------------------*/
else if (P_marker[i1] == strong_f_marker)
{
sum = zero;
/*-----------------------------------------------------------
* Loop over row of A for point i1 and calculate the sum
* of the connections to c-points that strongly influence i.
*-----------------------------------------------------------*/
sgn = 1;
if (A_diag_data[A_diag_i[i1]] < 0) sgn = -1;
/* Diagonal block part of row i1 */
for (jj1 = A_diag_i[i1]; jj1 < A_diag_i[i1+1]; jj1++)
{
i2 = A_diag_j[jj1];
if (num_functions == 1 || dof_func[i1] == dof_func[i2])
{
if (P_marker[i2] >= jj_begin_row &&
(sgn*A_diag_data[jj1]) < 0 )
{
sum += A_diag_data[jj1];
}
}
}
/* Off-Diagonal block part of row i1 */
if (num_procs > 1)
{
for (jj1 = A_offd_i[i1]; jj1 < A_offd_i[i1+1]; jj1++)
{
i2 = A_offd_j[jj1];
if (num_functions == 1 || dof_func[i1] == dof_func[i2])
{
if (P_marker_offd[i2] >= jj_begin_row_offd
&& (sgn*A_offd_data[jj1]) < 0)
{
sum += A_offd_data[jj1];
}
}
}
}
if (sum != 0)
{
distribute = A_diag_data[jj] / sum;
/*-----------------------------------------------------------
* Loop over row of A for point i1 and do the distribution.
*-----------------------------------------------------------*/
/* Diagonal block part of row i1 */
for (jj1 = A_diag_i[i1]; jj1 < A_diag_i[i1+1]; jj1++)
{
i2 = A_diag_j[jj1];
if (num_functions == 1 || dof_func[i1] == dof_func[i2])
{
if (P_marker[i2] >= jj_begin_row
&& (sgn*A_diag_data[jj1]) < 0)
{
P_diag_data[P_marker[i2]]
+= distribute * A_diag_data[jj1];
}
}
}
/* Off-Diagonal block part of row i1 */
if (num_procs > 1)
{
for (jj1 = A_offd_i[i1]; jj1 < A_offd_i[i1+1]; jj1++)
{
i2 = A_offd_j[jj1];
if (num_functions == 1 || dof_func[i1] == dof_func[i2])
{
if (P_marker_offd[i2] >= jj_begin_row_offd
&& (sgn*A_offd_data[jj1]) < 0)
{
P_offd_data[P_marker_offd[i2]]
+= distribute * A_offd_data[jj1];
}
}
}
}
}
else /* sum = 0 - only add to diag if the same function type */
{
if (num_functions == 1 || dof_func[i] == dof_func[i1])
diagonal += A_diag_data[jj];
}
}
/*--------------------------------------------------------------
* Case 3: neighbor i1 weakly influences i, accumulate a_{i,i1}
* into the diagonal. (only if the same function type)
*--------------------------------------------------------------*/
else if (CF_marker[i1] != -3)
{
if (num_functions == 1 || dof_func[i] == dof_func[i1])
diagonal += A_diag_data[jj];
}
}
/*----------------------------------------------------------------
* Still looping over ith row of A. Next, loop over the
* off-diagonal part of A
*---------------------------------------------------------------*/
if (num_procs > 1)
{
for (jj = A_offd_i[i]; jj < A_offd_i[i+1]; jj++)
{
i1 = A_offd_j[jj];
/*--------------------------------------------------------------
* Case 1: neighbor i1 is a C-point and strongly influences i,
* accumulate a_{i,i1} into the interpolation weight.
*--------------------------------------------------------------*/
if (P_marker_offd[i1] >= jj_begin_row_offd)
{
P_offd_data[P_marker_offd[i1]] += A_offd_data[jj];
}
/*------------------------------------------------------------
* Case 2: neighbor i1 is an F-point and strongly influences i,
* distribute a_{i,i1} to C-points that strongly infuence i.
* Note: currently no distribution to the diagonal in this case.
AGAIN, we only want to distribut to points of the SAME function type
*-----------------------------------------------------------*/
else if (P_marker_offd[i1] == strong_f_marker)
{
sum = zero;
/*---------------------------------------------------------
* Loop over row of A_ext for point i1 and calculate the sum
* of the connections to c-points that strongly influence i.
*---------------------------------------------------------*/
/* find row number */
c_num = A_offd_j[jj];
sgn = 1;
if (A_ext_data[A_ext_i[c_num]] < 0) sgn = -1;
for (jj1 = A_ext_i[c_num]; jj1 < A_ext_i[c_num+1]; jj1++)
{
i2 = A_ext_j[jj1];
if (num_functions == 1 || dof_func[i1] == dof_func[i2])
{
if (i2 > -1)
{
/* in the diagonal block */
if (P_marker[i2] >= jj_begin_row
&& (sgn*A_ext_data[jj1]) < 0)
{
sum += A_ext_data[jj1];
}
}
else
{
/* in the off_diagonal block */
if (P_marker_offd[-i2-1] >= jj_begin_row_offd
&& (sgn*A_ext_data[jj1]) < 0)
{
sum += A_ext_data[jj1];
}
}
}
}
if (sum != 0)
{
distribute = A_offd_data[jj] / sum;
/*---------------------------------------------------------
* Loop over row of A_ext for point i1 and do
* the distribution.
*--------------------------------------------------------*/
/* Diagonal block part of row i1 */
for (jj1 = A_ext_i[c_num]; jj1 < A_ext_i[c_num+1]; jj1++)
{
i2 = A_ext_j[jj1];
if (num_functions == 1 || dof_func[i1] == dof_func[i2])
{
if (i2 > -1) /* in the diagonal block */
{
if (P_marker[i2] >= jj_begin_row
&& (sgn*A_ext_data[jj1]) < 0)
{
P_diag_data[P_marker[i2]]
+= distribute * A_ext_data[jj1];
}
}
else
{
/* in the off_diagonal block */
if (P_marker_offd[-i2-1] >= jj_begin_row_offd
&& (sgn*A_ext_data[jj1]) < 0)
P_offd_data[P_marker_offd[-i2-1]]
+= distribute * A_ext_data[jj1];
}
}
}
}
else /* sum = 0 */
{
if (num_functions == 1 || dof_func[i] == dof_func_offd[i1])
diagonal += A_offd_data[jj];
}
}
/*-----------------------------------------------------------
* Case 3: neighbor i1 weakly influences i, accumulate a_{i,i1}
* into the diagonal.
*-----------------------------------------------------------*/
else if (CF_marker_offd[i1] != -3)
{
if (num_functions == 1 || dof_func[i] == dof_func_offd[i1])
diagonal += A_offd_data[jj];
}
}
}
/*-----------------------------------------------------------------
* Set interpolation weight by dividing by the diagonal.
*-----------------------------------------------------------------*/
if (diagonal == 0.0)
{
if (print_level)
hypre_printf(" Warning! zero diagonal! Proc id %d row %d\n", my_id,i);
for (jj = jj_begin_row; jj < jj_end_row; jj++)
{
P_diag_data[jj] = 0.0;
}
for (jj = jj_begin_row_offd; jj < jj_end_row_offd; jj++)
{
P_offd_data[jj] = 0.0;
}
}
else
{
for (jj = jj_begin_row; jj < jj_end_row; jj++)
{
P_diag_data[jj] /= -diagonal;
}
for (jj = jj_begin_row_offd; jj < jj_end_row_offd; jj++)
{
P_offd_data[jj] /= -diagonal;
}
}
}
strong_f_marker--;
P_offd_i[i+1] = jj_counter_offd;
}
hypre_TFree(P_marker);
hypre_TFree(P_marker_offd);
}
P = hypre_ParCSRMatrixCreate(comm,
hypre_ParCSRMatrixGlobalNumRows(A),
total_global_cpts,
hypre_ParCSRMatrixColStarts(A),
num_cpts_global,
0,
P_diag_i[n_fine],
P_offd_i[n_fine]);
P_diag = hypre_ParCSRMatrixDiag(P);
hypre_CSRMatrixData(P_diag) = P_diag_data;
hypre_CSRMatrixI(P_diag) = P_diag_i;
hypre_CSRMatrixJ(P_diag) = P_diag_j;
P_offd = hypre_ParCSRMatrixOffd(P);
hypre_CSRMatrixData(P_offd) = P_offd_data;
hypre_CSRMatrixI(P_offd) = P_offd_i;
hypre_CSRMatrixJ(P_offd) = P_offd_j;
hypre_ParCSRMatrixOwnsRowStarts(P) = 0;
/* Compress P, removing coefficients smaller than trunc_factor * Max */
if (trunc_factor != 0.0 || max_elmts > 0)
{
hypre_BoomerAMGInterpTruncation(P, trunc_factor, max_elmts);
P_diag_data = hypre_CSRMatrixData(P_diag);
P_diag_i = hypre_CSRMatrixI(P_diag);
P_diag_j = hypre_CSRMatrixJ(P_diag);
P_offd_data = hypre_CSRMatrixData(P_offd);
P_offd_i = hypre_CSRMatrixI(P_offd);
P_offd_j = hypre_CSRMatrixJ(P_offd);
P_diag_size = P_diag_i[n_fine];
P_offd_size = P_offd_i[n_fine];
}
num_cols_P_offd = 0;
if (P_offd_size)
{
P_marker = hypre_CTAlloc(HYPRE_Int, num_cols_A_offd);
#ifdef HYPRE_USING_OPENMP
#pragma omp parallel for private(i) HYPRE_SMP_SCHEDULE
#endif
for (i=0; i < num_cols_A_offd; i++)
P_marker[i] = 0;
num_cols_P_offd = 0;
for (i=0; i < P_offd_size; i++)
{
index = P_offd_j[i];
if (!P_marker[index])
{
num_cols_P_offd++;
P_marker[index] = 1;
}
}
col_map_offd_P = hypre_CTAlloc(HYPRE_Int,num_cols_P_offd);
index = 0;
for (i=0; i < num_cols_P_offd; i++)
{
while (P_marker[index]==0) index++;
col_map_offd_P[i] = index++;
}
#ifdef HYPRE_USING_OPENMP
#pragma omp parallel for private(i) HYPRE_SMP_SCHEDULE
#endif
for (i=0; i < P_offd_size; i++)
P_offd_j[i] = hypre_BinarySearch(col_map_offd_P,
P_offd_j[i],
num_cols_P_offd);
hypre_TFree(P_marker);
}
for (i=0; i < n_fine; i++)
if (CF_marker[i] == -3) CF_marker[i] = -1;
if (num_cols_P_offd)
{
hypre_ParCSRMatrixColMapOffd(P) = col_map_offd_P;
hypre_CSRMatrixNumCols(P_offd) = num_cols_P_offd;
}
hypre_GetCommPkgRTFromCommPkgA(P,A, fine_to_coarse_offd);
*P_ptr = P;
hypre_TFree(CF_marker_offd);
hypre_TFree(dof_func_offd);
hypre_TFree(int_buf_data);
hypre_TFree(fine_to_coarse);
hypre_TFree(fine_to_coarse_offd);
hypre_TFree(coarse_counter);
hypre_TFree(jj_count);
hypre_TFree(jj_count_offd);
if (num_procs > 1) hypre_CSRMatrixDestroy(A_ext);
return(0);
}
|
OpenMPRenderer.h | #ifndef OpenMPRenderer_H
#define OpenMPRenderer_H
#include "Renderer.h"
#include "Cameras/Camera.h"
#include "Spectrum/CIE.h"
#include <iomanip>
//#include <ncurses.h>
#include "Util/spectrum.h"
#ifdef __APPLE__
#include <omp.h>
#elif defined _WIN32 || defined _WIN64
#include <C:/MinGW32/lib/gcc/mingw32/4.7.0/include/omp.h>
#endif
template<int W,int H>
class OpenMPRenderer : public Renderer<W,H>{
private:
int samples_per_pixel_;
public:
DYN_FNK(percentage_callback, void,int,float,float,float,float);
DYN_FNK(pass_finished_callback, void,const OpenMPRenderer<W,H> *,const Vec3<float> *image,int);
public:
OpenMPRenderer(const std::shared_ptr<LightModel> &lightModel,
const std::shared_ptr<Camera> &camera
int samples_per_pixel):Renderer<W,H>(lightModel, camera),samples_per_pixel_(samples_per_pixel){
//spectrum_ = Spectrum::visible(100);
}
void compute(Vec3<float> *image) const{
//Rasterizer r(camera);
omp_set_num_threads(8);
#pragma omp parallel shared(image)
{
#pragma omp single
{
std::cout << omp_get_num_threads() << std::endl << "progress:" << std::endl;
}
}
}
};
#endif |
DRB111-linearmissing-orig-yes.c | /*
Copyright (c) 2017, Lawrence Livermore National Security, LLC.
Produced at the Lawrence Livermore National Laboratory
Written by Chunhua Liao, Pei-Hung Lin, Joshua Asplund,
Markus Schordan, and Ian Karlin
(email: liao6@llnl.gov, lin32@llnl.gov, asplund1@llnl.gov,
schordan1@llnl.gov, karlin1@llnl.gov)
LLNL-CODE-732144
All rights reserved.
This file is part of DataRaceBench. For details, see
https://github.com/LLNL/dataracebench. Please also see the LICENSE file
for our additional BSD notice.
Redistribution and use in source and binary forms, with
or without modification, are permitted provided that the following
conditions are met:
* Redistributions of source code must retain the above copyright
notice, this list of conditions and the disclaimer below.
* Redistributions in binary form must reproduce the above copyright
notice, this list of conditions and the disclaimer (as noted below)
in the documentation and/or other materials provided with the
distribution.
* Neither the name of the LLNS/LLNL nor the names of its contributors
may be used to endorse or promote products derived from this
software without specific prior written permission.
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 LAWRENCE LIVERMORE NATIONAL
SECURITY, LLC, THE U.S. DEPARTMENT OF ENERGY 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 "omprace.h"
#include <omp.h>
#include <stdio.h>
/*
* loop missing the linear clause
* Data race pair: j@67:7 vs. j@68:5
*/
int main()
{
omprace_init();
int len=100;
double a[len], b[len], c[len];
int i,j=0;
for (i=0;i<len;i++)
{
a[i]=((double)i)/2.0;
b[i]=((double)i)/3.0;
c[i]=((double)i)/7.0;
}
#pragma omp parallel for
for (i=0;i<len;i++)
{
c[j]+=a[i]*b[i];
j++;
}
printf ("c[50]=%f\n",c[50]);
omprace_fini();
return 0;
}
|
OpenMPClause.h | //===- OpenMPClause.h - Classes for OpenMP clauses --------------*- C++ -*-===//
//
// The LLVM Compiler Infrastructure
//
// This file is distributed under the University of Illinois Open Source
// License. See LICENSE.TXT for details.
//
//===----------------------------------------------------------------------===//
/// \file
/// \brief This file defines OpenMP AST classes for clauses.
/// There are clauses for executable directives, clauses for declarative
/// directives and clauses which can be used in both kinds of directives.
///
//===----------------------------------------------------------------------===//
#ifndef LLVM_CLANG_AST_OPENMPCLAUSE_H
#define LLVM_CLANG_AST_OPENMPCLAUSE_H
#include "clang/AST/Expr.h"
#include "clang/AST/Stmt.h"
#include "clang/Basic/OpenMPKinds.h"
#include "clang/Basic/SourceLocation.h"
namespace clang {
//===----------------------------------------------------------------------===//
// AST classes for clauses.
//===----------------------------------------------------------------------===//
/// \brief This is a basic class for representing single OpenMP clause.
///
class OMPClause {
/// \brief Starting location of the clause (the clause keyword).
SourceLocation StartLoc;
/// \brief Ending location of the clause.
SourceLocation EndLoc;
/// \brief Kind of the clause.
OpenMPClauseKind Kind;
protected:
OMPClause(OpenMPClauseKind K, SourceLocation StartLoc, SourceLocation EndLoc)
: StartLoc(StartLoc), EndLoc(EndLoc), Kind(K) {}
public:
/// \brief Returns the starting location of the clause.
SourceLocation getLocStart() const { return StartLoc; }
/// \brief Returns the ending location of the clause.
SourceLocation getLocEnd() const { return EndLoc; }
/// \brief Sets the starting location of the clause.
void setLocStart(SourceLocation Loc) { StartLoc = Loc; }
/// \brief Sets the ending location of the clause.
void setLocEnd(SourceLocation Loc) { EndLoc = Loc; }
/// \brief Returns kind of OpenMP clause (private, shared, reduction, etc.).
OpenMPClauseKind getClauseKind() const { return Kind; }
bool isImplicit() const { return StartLoc.isInvalid(); }
StmtRange children();
ConstStmtRange children() const {
return const_cast<OMPClause *>(this)->children();
}
static bool classof(const OMPClause *) { return true; }
};
/// \brief This represents clauses with the list of variables like 'private',
/// 'firstprivate', 'copyin', 'shared', or 'reduction' clauses in the
/// '#pragma omp ...' directives.
template <class T> class OMPVarListClause : public OMPClause {
friend class OMPClauseReader;
/// \brief Location of '('.
SourceLocation LParenLoc;
/// \brief Number of variables in the list.
unsigned NumVars;
protected:
/// \brief Fetches list of variables associated with this clause.
MutableArrayRef<Expr *> getVarRefs() {
return MutableArrayRef<Expr *>(
reinterpret_cast<Expr **>(
reinterpret_cast<char *>(this) +
llvm::RoundUpToAlignment(sizeof(T), llvm::alignOf<Expr *>())),
NumVars);
}
/// \brief Sets the list of variables for this clause.
void setVarRefs(ArrayRef<Expr *> VL) {
assert(VL.size() == NumVars &&
"Number of variables is not the same as the preallocated buffer");
std::copy(
VL.begin(), VL.end(),
reinterpret_cast<Expr **>(
reinterpret_cast<char *>(this) +
llvm::RoundUpToAlignment(sizeof(T), llvm::alignOf<Expr *>())));
}
/// \brief Build a clause with \a N variables
///
/// \param K Kind of the clause.
/// \param StartLoc Starting location of the clause (the clause keyword).
/// \param LParenLoc Location of '('.
/// \param EndLoc Ending location of the clause.
/// \param N Number of the variables in the clause.
///
OMPVarListClause(OpenMPClauseKind K, SourceLocation StartLoc,
SourceLocation LParenLoc, SourceLocation EndLoc, unsigned N)
: OMPClause(K, StartLoc, EndLoc), LParenLoc(LParenLoc), NumVars(N) {}
public:
typedef MutableArrayRef<Expr *>::iterator varlist_iterator;
typedef ArrayRef<const Expr *>::iterator varlist_const_iterator;
typedef llvm::iterator_range<varlist_iterator> varlist_range;
typedef llvm::iterator_range<varlist_const_iterator> varlist_const_range;
unsigned varlist_size() const { return NumVars; }
bool varlist_empty() const { return NumVars == 0; }
varlist_range varlists() {
return varlist_range(varlist_begin(), varlist_end());
}
varlist_const_range varlists() const {
return varlist_const_range(varlist_begin(), varlist_end());
}
varlist_iterator varlist_begin() { return getVarRefs().begin(); }
varlist_iterator varlist_end() { return getVarRefs().end(); }
varlist_const_iterator varlist_begin() const { return getVarRefs().begin(); }
varlist_const_iterator varlist_end() const { return getVarRefs().end(); }
/// \brief Sets the location of '('.
void setLParenLoc(SourceLocation Loc) { LParenLoc = Loc; }
/// \brief Returns the location of '('.
SourceLocation getLParenLoc() const { return LParenLoc; }
/// \brief Fetches list of all variables in the clause.
ArrayRef<const Expr *> getVarRefs() const {
return llvm::makeArrayRef(
reinterpret_cast<const Expr *const *>(
reinterpret_cast<const char *>(this) +
llvm::RoundUpToAlignment(sizeof(T), llvm::alignOf<const Expr *>())),
NumVars);
}
};
/// \brief This represents 'if' clause in the '#pragma omp ...' directive.
///
/// \code
/// #pragma omp parallel if(a > 5)
/// \endcode
/// In this example directive '#pragma omp parallel' has simple 'if'
/// clause with condition 'a > 5'.
///
class OMPIfClause : public OMPClause {
friend class OMPClauseReader;
/// \brief Location of '('.
SourceLocation LParenLoc;
/// \brief Condition of the 'if' clause.
Stmt *Condition;
/// \brief Set condition.
///
void setCondition(Expr *Cond) { Condition = Cond; }
public:
/// \brief Build 'if' clause with condition \a Cond.
///
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param Cond Condition of the clause.
/// \param EndLoc Ending location of the clause.
///
OMPIfClause(Expr *Cond, SourceLocation StartLoc, SourceLocation LParenLoc,
SourceLocation EndLoc)
: OMPClause(OMPC_if, StartLoc, EndLoc), LParenLoc(LParenLoc),
Condition(Cond) {}
/// \brief Build an empty clause.
///
OMPIfClause()
: OMPClause(OMPC_if, SourceLocation(), SourceLocation()),
LParenLoc(SourceLocation()), Condition(nullptr) {}
/// \brief Sets the location of '('.
void setLParenLoc(SourceLocation Loc) { LParenLoc = Loc; }
/// \brief Returns the location of '('.
SourceLocation getLParenLoc() const { return LParenLoc; }
/// \brief Returns condition.
Expr *getCondition() const { return cast_or_null<Expr>(Condition); }
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_if;
}
StmtRange children() { return StmtRange(&Condition, &Condition + 1); }
};
/// \brief This represents 'final' clause in the '#pragma omp ...' directive.
///
/// \code
/// #pragma omp task final(a > 5)
/// \endcode
/// In this example directive '#pragma omp task' has simple 'final'
/// clause with condition 'a > 5'.
///
class OMPFinalClause : public OMPClause {
friend class OMPClauseReader;
/// \brief Location of '('.
SourceLocation LParenLoc;
/// \brief Condition of the 'if' clause.
Stmt *Condition;
/// \brief Set condition.
///
void setCondition(Expr *Cond) { Condition = Cond; }
public:
/// \brief Build 'final' clause with condition \a Cond.
///
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param Cond Condition of the clause.
/// \param EndLoc Ending location of the clause.
///
OMPFinalClause(Expr *Cond, SourceLocation StartLoc, SourceLocation LParenLoc,
SourceLocation EndLoc)
: OMPClause(OMPC_final, StartLoc, EndLoc), LParenLoc(LParenLoc),
Condition(Cond) {}
/// \brief Build an empty clause.
///
OMPFinalClause()
: OMPClause(OMPC_final, SourceLocation(), SourceLocation()),
LParenLoc(SourceLocation()), Condition(nullptr) {}
/// \brief Sets the location of '('.
void setLParenLoc(SourceLocation Loc) { LParenLoc = Loc; }
/// \brief Returns the location of '('.
SourceLocation getLParenLoc() const { return LParenLoc; }
/// \brief Returns condition.
Expr *getCondition() const { return cast_or_null<Expr>(Condition); }
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_final;
}
StmtRange children() { return StmtRange(&Condition, &Condition + 1); }
};
/// \brief This represents 'num_threads' clause in the '#pragma omp ...'
/// directive.
///
/// \code
/// #pragma omp parallel num_threads(6)
/// \endcode
/// In this example directive '#pragma omp parallel' has simple 'num_threads'
/// clause with number of threads '6'.
///
class OMPNumThreadsClause : public OMPClause {
friend class OMPClauseReader;
/// \brief Location of '('.
SourceLocation LParenLoc;
/// \brief Condition of the 'num_threads' clause.
Stmt *NumThreads;
/// \brief Set condition.
///
void setNumThreads(Expr *NThreads) { NumThreads = NThreads; }
public:
/// \brief Build 'num_threads' clause with condition \a NumThreads.
///
/// \param NumThreads Number of threads for the construct.
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param EndLoc Ending location of the clause.
///
OMPNumThreadsClause(Expr *NumThreads, SourceLocation StartLoc,
SourceLocation LParenLoc, SourceLocation EndLoc)
: OMPClause(OMPC_num_threads, StartLoc, EndLoc), LParenLoc(LParenLoc),
NumThreads(NumThreads) {}
/// \brief Build an empty clause.
///
OMPNumThreadsClause()
: OMPClause(OMPC_num_threads, SourceLocation(), SourceLocation()),
LParenLoc(SourceLocation()), NumThreads(nullptr) {}
/// \brief Sets the location of '('.
void setLParenLoc(SourceLocation Loc) { LParenLoc = Loc; }
/// \brief Returns the location of '('.
SourceLocation getLParenLoc() const { return LParenLoc; }
/// \brief Returns number of threads.
Expr *getNumThreads() const { return cast_or_null<Expr>(NumThreads); }
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_num_threads;
}
StmtRange children() { return StmtRange(&NumThreads, &NumThreads + 1); }
};
/// \brief This represents 'safelen' clause in the '#pragma omp ...'
/// directive.
///
/// \code
/// #pragma omp simd safelen(4)
/// \endcode
/// In this example directive '#pragma omp simd' has clause 'safelen'
/// with single expression '4'.
/// If the safelen clause is used then no two iterations executed
/// concurrently with SIMD instructions can have a greater distance
/// in the logical iteration space than its value. The parameter of
/// the safelen clause must be a constant positive integer expression.
///
class OMPSafelenClause : public OMPClause {
friend class OMPClauseReader;
/// \brief Location of '('.
SourceLocation LParenLoc;
/// \brief Safe iteration space distance.
Stmt *Safelen;
/// \brief Set safelen.
void setSafelen(Expr *Len) { Safelen = Len; }
public:
/// \brief Build 'safelen' clause.
///
/// \param Len Expression associated with this clause.
/// \param StartLoc Starting location of the clause.
/// \param EndLoc Ending location of the clause.
///
OMPSafelenClause(Expr *Len, SourceLocation StartLoc, SourceLocation LParenLoc,
SourceLocation EndLoc)
: OMPClause(OMPC_safelen, StartLoc, EndLoc), LParenLoc(LParenLoc),
Safelen(Len) {}
/// \brief Build an empty clause.
///
explicit OMPSafelenClause()
: OMPClause(OMPC_safelen, SourceLocation(), SourceLocation()),
LParenLoc(SourceLocation()), Safelen(nullptr) {}
/// \brief Sets the location of '('.
void setLParenLoc(SourceLocation Loc) { LParenLoc = Loc; }
/// \brief Returns the location of '('.
SourceLocation getLParenLoc() const { return LParenLoc; }
/// \brief Return safe iteration space distance.
Expr *getSafelen() const { return cast_or_null<Expr>(Safelen); }
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_safelen;
}
StmtRange children() { return StmtRange(&Safelen, &Safelen + 1); }
};
/// \brief This represents 'collapse' clause in the '#pragma omp ...'
/// directive.
///
/// \code
/// #pragma omp simd collapse(3)
/// \endcode
/// In this example directive '#pragma omp simd' has clause 'collapse'
/// with single expression '3'.
/// The parameter must be a constant positive integer expression, it specifies
/// the number of nested loops that should be collapsed into a single iteration
/// space.
///
class OMPCollapseClause : public OMPClause {
friend class OMPClauseReader;
/// \brief Location of '('.
SourceLocation LParenLoc;
/// \brief Number of for-loops.
Stmt *NumForLoops;
/// \brief Set the number of associated for-loops.
void setNumForLoops(Expr *Num) { NumForLoops = Num; }
public:
/// \brief Build 'collapse' clause.
///
/// \param Num Expression associated with this clause.
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param EndLoc Ending location of the clause.
///
OMPCollapseClause(Expr *Num, SourceLocation StartLoc,
SourceLocation LParenLoc, SourceLocation EndLoc)
: OMPClause(OMPC_collapse, StartLoc, EndLoc), LParenLoc(LParenLoc),
NumForLoops(Num) {}
/// \brief Build an empty clause.
///
explicit OMPCollapseClause()
: OMPClause(OMPC_collapse, SourceLocation(), SourceLocation()),
LParenLoc(SourceLocation()), NumForLoops(nullptr) {}
/// \brief Sets the location of '('.
void setLParenLoc(SourceLocation Loc) { LParenLoc = Loc; }
/// \brief Returns the location of '('.
SourceLocation getLParenLoc() const { return LParenLoc; }
/// \brief Return the number of associated for-loops.
Expr *getNumForLoops() const { return cast_or_null<Expr>(NumForLoops); }
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_collapse;
}
StmtRange children() { return StmtRange(&NumForLoops, &NumForLoops + 1); }
};
/// \brief This represents 'default' clause in the '#pragma omp ...' directive.
///
/// \code
/// #pragma omp parallel default(shared)
/// \endcode
/// In this example directive '#pragma omp parallel' has simple 'default'
/// clause with kind 'shared'.
///
class OMPDefaultClause : public OMPClause {
friend class OMPClauseReader;
/// \brief Location of '('.
SourceLocation LParenLoc;
/// \brief A kind of the 'default' clause.
OpenMPDefaultClauseKind Kind;
/// \brief Start location of the kind in source code.
SourceLocation KindKwLoc;
/// \brief Set kind of the clauses.
///
/// \param K Argument of clause.
///
void setDefaultKind(OpenMPDefaultClauseKind K) { Kind = K; }
/// \brief Set argument location.
///
/// \param KLoc Argument location.
///
void setDefaultKindKwLoc(SourceLocation KLoc) { KindKwLoc = KLoc; }
public:
/// \brief Build 'default' clause with argument \a A ('none' or 'shared').
///
/// \param A Argument of the clause ('none' or 'shared').
/// \param ALoc Starting location of the argument.
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param EndLoc Ending location of the clause.
///
OMPDefaultClause(OpenMPDefaultClauseKind A, SourceLocation ALoc,
SourceLocation StartLoc, SourceLocation LParenLoc,
SourceLocation EndLoc)
: OMPClause(OMPC_default, StartLoc, EndLoc), LParenLoc(LParenLoc),
Kind(A), KindKwLoc(ALoc) {}
/// \brief Build an empty clause.
///
OMPDefaultClause()
: OMPClause(OMPC_default, SourceLocation(), SourceLocation()),
LParenLoc(SourceLocation()), Kind(OMPC_DEFAULT_unknown),
KindKwLoc(SourceLocation()) {}
/// \brief Sets the location of '('.
void setLParenLoc(SourceLocation Loc) { LParenLoc = Loc; }
/// \brief Returns the location of '('.
SourceLocation getLParenLoc() const { return LParenLoc; }
/// \brief Returns kind of the clause.
OpenMPDefaultClauseKind getDefaultKind() const { return Kind; }
/// \brief Returns location of clause kind.
SourceLocation getDefaultKindKwLoc() const { return KindKwLoc; }
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_default;
}
StmtRange children() { return StmtRange(); }
};
/// \brief This represents 'proc_bind' clause in the '#pragma omp ...'
/// directive.
///
/// \code
/// #pragma omp parallel proc_bind(master)
/// \endcode
/// In this example directive '#pragma omp parallel' has simple 'proc_bind'
/// clause with kind 'master'.
///
class OMPProcBindClause : public OMPClause {
friend class OMPClauseReader;
/// \brief Location of '('.
SourceLocation LParenLoc;
/// \brief A kind of the 'proc_bind' clause.
OpenMPProcBindClauseKind Kind;
/// \brief Start location of the kind in source code.
SourceLocation KindKwLoc;
/// \brief Set kind of the clause.
///
/// \param K Kind of clause.
///
void setProcBindKind(OpenMPProcBindClauseKind K) { Kind = K; }
/// \brief Set clause kind location.
///
/// \param KLoc Kind location.
///
void setProcBindKindKwLoc(SourceLocation KLoc) { KindKwLoc = KLoc; }
public:
/// \brief Build 'proc_bind' clause with argument \a A ('master', 'close' or
/// 'spread').
///
/// \param A Argument of the clause ('master', 'close' or 'spread').
/// \param ALoc Starting location of the argument.
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param EndLoc Ending location of the clause.
///
OMPProcBindClause(OpenMPProcBindClauseKind A, SourceLocation ALoc,
SourceLocation StartLoc, SourceLocation LParenLoc,
SourceLocation EndLoc)
: OMPClause(OMPC_proc_bind, StartLoc, EndLoc), LParenLoc(LParenLoc),
Kind(A), KindKwLoc(ALoc) {}
/// \brief Build an empty clause.
///
OMPProcBindClause()
: OMPClause(OMPC_proc_bind, SourceLocation(), SourceLocation()),
LParenLoc(SourceLocation()), Kind(OMPC_PROC_BIND_unknown),
KindKwLoc(SourceLocation()) {}
/// \brief Sets the location of '('.
void setLParenLoc(SourceLocation Loc) { LParenLoc = Loc; }
/// \brief Returns the location of '('.
SourceLocation getLParenLoc() const { return LParenLoc; }
/// \brief Returns kind of the clause.
OpenMPProcBindClauseKind getProcBindKind() const { return Kind; }
/// \brief Returns location of clause kind.
SourceLocation getProcBindKindKwLoc() const { return KindKwLoc; }
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_proc_bind;
}
StmtRange children() { return StmtRange(); }
};
/// \brief This represents 'schedule' clause in the '#pragma omp ...' directive.
///
/// \code
/// #pragma omp for schedule(static, 3)
/// \endcode
/// In this example directive '#pragma omp for' has 'schedule' clause with
/// arguments 'static' and '3'.
///
class OMPScheduleClause : public OMPClause {
friend class OMPClauseReader;
/// \brief Location of '('.
SourceLocation LParenLoc;
/// \brief A kind of the 'schedule' clause.
OpenMPScheduleClauseKind Kind;
/// \brief Start location of the schedule ind in source code.
SourceLocation KindLoc;
/// \brief Location of ',' (if any).
SourceLocation CommaLoc;
/// \brief Chunk size.
Stmt *ChunkSize;
/// \brief Set schedule kind.
///
/// \param K Schedule kind.
///
void setScheduleKind(OpenMPScheduleClauseKind K) { Kind = K; }
/// \brief Sets the location of '('.
///
/// \param Loc Location of '('.
///
void setLParenLoc(SourceLocation Loc) { LParenLoc = Loc; }
/// \brief Set schedule kind start location.
///
/// \param KLoc Schedule kind location.
///
void setScheduleKindLoc(SourceLocation KLoc) { KindLoc = KLoc; }
/// \brief Set location of ','.
///
/// \param Loc Location of ','.
///
void setCommaLoc(SourceLocation Loc) { CommaLoc = Loc; }
/// \brief Set chunk size.
///
/// \param E Chunk size.
///
void setChunkSize(Expr *E) { ChunkSize = E; }
public:
/// \brief Build 'schedule' clause with schedule kind \a Kind and chunk size
/// expression \a ChunkSize.
///
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param KLoc Starting location of the argument.
/// \param CommaLoc Location of ','.
/// \param EndLoc Ending location of the clause.
/// \param Kind Schedule kind.
/// \param ChunkSize Chunk size.
///
OMPScheduleClause(SourceLocation StartLoc, SourceLocation LParenLoc,
SourceLocation KLoc, SourceLocation CommaLoc,
SourceLocation EndLoc, OpenMPScheduleClauseKind Kind,
Expr *ChunkSize)
: OMPClause(OMPC_schedule, StartLoc, EndLoc), LParenLoc(LParenLoc),
Kind(Kind), KindLoc(KLoc), CommaLoc(CommaLoc), ChunkSize(ChunkSize) {}
/// \brief Build an empty clause.
///
explicit OMPScheduleClause()
: OMPClause(OMPC_schedule, SourceLocation(), SourceLocation()),
Kind(OMPC_SCHEDULE_unknown), ChunkSize(nullptr) {}
/// \brief Get kind of the clause.
///
OpenMPScheduleClauseKind getScheduleKind() const { return Kind; }
/// \brief Get location of '('.
///
SourceLocation getLParenLoc() { return LParenLoc; }
/// \brief Get kind location.
///
SourceLocation getScheduleKindLoc() { return KindLoc; }
/// \brief Get location of ','.
///
SourceLocation getCommaLoc() { return CommaLoc; }
/// \brief Get chunk size.
///
Expr *getChunkSize() { return dyn_cast_or_null<Expr>(ChunkSize); }
/// \brief Get chunk size.
///
Expr *getChunkSize() const { return dyn_cast_or_null<Expr>(ChunkSize); }
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_schedule;
}
StmtRange children() { return StmtRange(&ChunkSize, &ChunkSize + 1); }
};
/// \brief This represents 'ordered' clause in the '#pragma omp ...' directive.
///
/// \code
/// #pragma omp for ordered
/// \endcode
/// In this example directive '#pragma omp for' has 'ordered' clause.
///
class OMPOrderedClause : public OMPClause {
public:
/// \brief Build 'ordered' clause.
///
/// \param StartLoc Starting location of the clause.
/// \param EndLoc Ending location of the clause.
///
OMPOrderedClause(SourceLocation StartLoc, SourceLocation EndLoc)
: OMPClause(OMPC_ordered, StartLoc, EndLoc) {}
/// \brief Build an empty clause.
///
OMPOrderedClause()
: OMPClause(OMPC_ordered, SourceLocation(), SourceLocation()) {}
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_ordered;
}
StmtRange children() { return StmtRange(); }
};
/// \brief This represents 'nowait' clause in the '#pragma omp ...' directive.
///
/// \code
/// #pragma omp for nowait
/// \endcode
/// In this example directive '#pragma omp for' has 'nowait' clause.
///
class OMPNowaitClause : public OMPClause {
public:
/// \brief Build 'nowait' clause.
///
/// \param StartLoc Starting location of the clause.
/// \param EndLoc Ending location of the clause.
///
OMPNowaitClause(SourceLocation StartLoc, SourceLocation EndLoc)
: OMPClause(OMPC_nowait, StartLoc, EndLoc) {}
/// \brief Build an empty clause.
///
OMPNowaitClause()
: OMPClause(OMPC_nowait, SourceLocation(), SourceLocation()) {}
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_nowait;
}
StmtRange children() { return StmtRange(); }
};
/// \brief This represents 'untied' clause in the '#pragma omp ...' directive.
///
/// \code
/// #pragma omp task untied
/// \endcode
/// In this example directive '#pragma omp task' has 'untied' clause.
///
class OMPUntiedClause : public OMPClause {
public:
/// \brief Build 'untied' clause.
///
/// \param StartLoc Starting location of the clause.
/// \param EndLoc Ending location of the clause.
///
OMPUntiedClause(SourceLocation StartLoc, SourceLocation EndLoc)
: OMPClause(OMPC_untied, StartLoc, EndLoc) {}
/// \brief Build an empty clause.
///
OMPUntiedClause()
: OMPClause(OMPC_untied, SourceLocation(), SourceLocation()) {}
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_untied;
}
StmtRange children() { return StmtRange(); }
};
/// \brief This represents 'mergeable' clause in the '#pragma omp ...'
/// directive.
///
/// \code
/// #pragma omp task mergeable
/// \endcode
/// In this example directive '#pragma omp task' has 'mergeable' clause.
///
class OMPMergeableClause : public OMPClause {
public:
/// \brief Build 'mergeable' clause.
///
/// \param StartLoc Starting location of the clause.
/// \param EndLoc Ending location of the clause.
///
OMPMergeableClause(SourceLocation StartLoc, SourceLocation EndLoc)
: OMPClause(OMPC_mergeable, StartLoc, EndLoc) {}
/// \brief Build an empty clause.
///
OMPMergeableClause()
: OMPClause(OMPC_mergeable, SourceLocation(), SourceLocation()) {}
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_mergeable;
}
StmtRange children() { return StmtRange(); }
};
/// \brief This represents 'read' clause in the '#pragma omp atomic' directive.
///
/// \code
/// #pragma omp atomic read
/// \endcode
/// In this example directive '#pragma omp atomic' has 'read' clause.
///
class OMPReadClause : public OMPClause {
public:
/// \brief Build 'read' clause.
///
/// \param StartLoc Starting location of the clause.
/// \param EndLoc Ending location of the clause.
///
OMPReadClause(SourceLocation StartLoc, SourceLocation EndLoc)
: OMPClause(OMPC_read, StartLoc, EndLoc) {}
/// \brief Build an empty clause.
///
OMPReadClause() : OMPClause(OMPC_read, SourceLocation(), SourceLocation()) {}
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_read;
}
StmtRange children() { return StmtRange(); }
};
/// \brief This represents 'write' clause in the '#pragma omp atomic' directive.
///
/// \code
/// #pragma omp atomic write
/// \endcode
/// In this example directive '#pragma omp atomic' has 'write' clause.
///
class OMPWriteClause : public OMPClause {
public:
/// \brief Build 'write' clause.
///
/// \param StartLoc Starting location of the clause.
/// \param EndLoc Ending location of the clause.
///
OMPWriteClause(SourceLocation StartLoc, SourceLocation EndLoc)
: OMPClause(OMPC_write, StartLoc, EndLoc) {}
/// \brief Build an empty clause.
///
OMPWriteClause()
: OMPClause(OMPC_write, SourceLocation(), SourceLocation()) {}
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_write;
}
StmtRange children() { return StmtRange(); }
};
/// \brief This represents 'update' clause in the '#pragma omp atomic'
/// directive.
///
/// \code
/// #pragma omp atomic update
/// \endcode
/// In this example directive '#pragma omp atomic' has 'update' clause.
///
class OMPUpdateClause : public OMPClause {
public:
/// \brief Build 'update' clause.
///
/// \param StartLoc Starting location of the clause.
/// \param EndLoc Ending location of the clause.
///
OMPUpdateClause(SourceLocation StartLoc, SourceLocation EndLoc)
: OMPClause(OMPC_update, StartLoc, EndLoc) {}
/// \brief Build an empty clause.
///
OMPUpdateClause()
: OMPClause(OMPC_update, SourceLocation(), SourceLocation()) {}
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_update;
}
StmtRange children() { return StmtRange(); }
};
/// \brief This represents 'capture' clause in the '#pragma omp atomic'
/// directive.
///
/// \code
/// #pragma omp atomic capture
/// \endcode
/// In this example directive '#pragma omp atomic' has 'capture' clause.
///
class OMPCaptureClause : public OMPClause {
public:
/// \brief Build 'capture' clause.
///
/// \param StartLoc Starting location of the clause.
/// \param EndLoc Ending location of the clause.
///
OMPCaptureClause(SourceLocation StartLoc, SourceLocation EndLoc)
: OMPClause(OMPC_capture, StartLoc, EndLoc) {}
/// \brief Build an empty clause.
///
OMPCaptureClause()
: OMPClause(OMPC_capture, SourceLocation(), SourceLocation()) {}
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_capture;
}
StmtRange children() { return StmtRange(); }
};
/// \brief This represents 'seq_cst' clause in the '#pragma omp atomic'
/// directive.
///
/// \code
/// #pragma omp atomic seq_cst
/// \endcode
/// In this example directive '#pragma omp atomic' has 'seq_cst' clause.
///
class OMPSeqCstClause : public OMPClause {
public:
/// \brief Build 'seq_cst' clause.
///
/// \param StartLoc Starting location of the clause.
/// \param EndLoc Ending location of the clause.
///
OMPSeqCstClause(SourceLocation StartLoc, SourceLocation EndLoc)
: OMPClause(OMPC_seq_cst, StartLoc, EndLoc) {}
/// \brief Build an empty clause.
///
OMPSeqCstClause()
: OMPClause(OMPC_seq_cst, SourceLocation(), SourceLocation()) {}
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_seq_cst;
}
StmtRange children() { return StmtRange(); }
};
/// \brief This represents clause 'private' in the '#pragma omp ...' directives.
///
/// \code
/// #pragma omp parallel private(a,b)
/// \endcode
/// In this example directive '#pragma omp parallel' has clause 'private'
/// with the variables 'a' and 'b'.
///
class OMPPrivateClause : public OMPVarListClause<OMPPrivateClause> {
friend class OMPClauseReader;
/// \brief Build clause with number of variables \a N.
///
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param EndLoc Ending location of the clause.
/// \param N Number of the variables in the clause.
///
OMPPrivateClause(SourceLocation StartLoc, SourceLocation LParenLoc,
SourceLocation EndLoc, unsigned N)
: OMPVarListClause<OMPPrivateClause>(OMPC_private, StartLoc, LParenLoc,
EndLoc, N) {}
/// \brief Build an empty clause.
///
/// \param N Number of variables.
///
explicit OMPPrivateClause(unsigned N)
: OMPVarListClause<OMPPrivateClause>(OMPC_private, SourceLocation(),
SourceLocation(), SourceLocation(),
N) {}
/// \brief Sets the list of references to private copies with initializers for
/// new private variables.
/// \param VL List of references.
void setPrivateCopies(ArrayRef<Expr *> VL);
/// \brief Gets the list of references to private copies with initializers for
/// new private variables.
MutableArrayRef<Expr *> getPrivateCopies() {
return MutableArrayRef<Expr *>(varlist_end(), varlist_size());
}
ArrayRef<const Expr *> getPrivateCopies() const {
return llvm::makeArrayRef(varlist_end(), varlist_size());
}
public:
/// \brief Creates clause with a list of variables \a VL.
///
/// \param C AST context.
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param EndLoc Ending location of the clause.
/// \param VL List of references to the variables.
/// \param PrivateVL List of references to private copies with initializers.
///
static OMPPrivateClause *Create(const ASTContext &C, SourceLocation StartLoc,
SourceLocation LParenLoc,
SourceLocation EndLoc, ArrayRef<Expr *> VL,
ArrayRef<Expr *> PrivateVL);
/// \brief Creates an empty clause with the place for \a N variables.
///
/// \param C AST context.
/// \param N The number of variables.
///
static OMPPrivateClause *CreateEmpty(const ASTContext &C, unsigned N);
typedef MutableArrayRef<Expr *>::iterator private_copies_iterator;
typedef ArrayRef<const Expr *>::iterator private_copies_const_iterator;
typedef llvm::iterator_range<private_copies_iterator> private_copies_range;
typedef llvm::iterator_range<private_copies_const_iterator>
private_copies_const_range;
private_copies_range private_copies() {
return private_copies_range(getPrivateCopies().begin(),
getPrivateCopies().end());
}
private_copies_const_range private_copies() const {
return private_copies_const_range(getPrivateCopies().begin(),
getPrivateCopies().end());
}
StmtRange children() {
return StmtRange(reinterpret_cast<Stmt **>(varlist_begin()),
reinterpret_cast<Stmt **>(varlist_end()));
}
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_private;
}
};
/// \brief This represents clause 'firstprivate' in the '#pragma omp ...'
/// directives.
///
/// \code
/// #pragma omp parallel firstprivate(a,b)
/// \endcode
/// In this example directive '#pragma omp parallel' has clause 'firstprivate'
/// with the variables 'a' and 'b'.
///
class OMPFirstprivateClause : public OMPVarListClause<OMPFirstprivateClause> {
friend class OMPClauseReader;
/// \brief Build clause with number of variables \a N.
///
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param EndLoc Ending location of the clause.
/// \param N Number of the variables in the clause.
///
OMPFirstprivateClause(SourceLocation StartLoc, SourceLocation LParenLoc,
SourceLocation EndLoc, unsigned N)
: OMPVarListClause<OMPFirstprivateClause>(OMPC_firstprivate, StartLoc,
LParenLoc, EndLoc, N) {}
/// \brief Build an empty clause.
///
/// \param N Number of variables.
///
explicit OMPFirstprivateClause(unsigned N)
: OMPVarListClause<OMPFirstprivateClause>(
OMPC_firstprivate, SourceLocation(), SourceLocation(),
SourceLocation(), N) {}
/// \brief Sets the list of references to private copies with initializers for
/// new private variables.
/// \param VL List of references.
void setPrivateCopies(ArrayRef<Expr *> VL);
/// \brief Gets the list of references to private copies with initializers for
/// new private variables.
MutableArrayRef<Expr *> getPrivateCopies() {
return MutableArrayRef<Expr *>(varlist_end(), varlist_size());
}
ArrayRef<const Expr *> getPrivateCopies() const {
return llvm::makeArrayRef(varlist_end(), varlist_size());
}
/// \brief Sets the list of references to initializer variables for new
/// private variables.
/// \param VL List of references.
void setInits(ArrayRef<Expr *> VL);
/// \brief Gets the list of references to initializer variables for new
/// private variables.
MutableArrayRef<Expr *> getInits() {
return MutableArrayRef<Expr *>(getPrivateCopies().end(), varlist_size());
}
ArrayRef<const Expr *> getInits() const {
return llvm::makeArrayRef(getPrivateCopies().end(), varlist_size());
}
public:
/// \brief Creates clause with a list of variables \a VL.
///
/// \param C AST context.
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param EndLoc Ending location of the clause.
/// \param VL List of references to the original variables.
/// \param PrivateVL List of references to private copies with initializers.
/// \param InitVL List of references to auto generated variables used for
/// initialization of a single array element. Used if firstprivate variable is
/// of array type.
///
static OMPFirstprivateClause *
Create(const ASTContext &C, SourceLocation StartLoc, SourceLocation LParenLoc,
SourceLocation EndLoc, ArrayRef<Expr *> VL, ArrayRef<Expr *> PrivateVL,
ArrayRef<Expr *> InitVL);
/// \brief Creates an empty clause with the place for \a N variables.
///
/// \param C AST context.
/// \param N The number of variables.
///
static OMPFirstprivateClause *CreateEmpty(const ASTContext &C, unsigned N);
typedef MutableArrayRef<Expr *>::iterator private_copies_iterator;
typedef ArrayRef<const Expr *>::iterator private_copies_const_iterator;
typedef llvm::iterator_range<private_copies_iterator> private_copies_range;
typedef llvm::iterator_range<private_copies_const_iterator>
private_copies_const_range;
private_copies_range private_copies() {
return private_copies_range(getPrivateCopies().begin(),
getPrivateCopies().end());
}
private_copies_const_range private_copies() const {
return private_copies_const_range(getPrivateCopies().begin(),
getPrivateCopies().end());
}
typedef MutableArrayRef<Expr *>::iterator inits_iterator;
typedef ArrayRef<const Expr *>::iterator inits_const_iterator;
typedef llvm::iterator_range<inits_iterator> inits_range;
typedef llvm::iterator_range<inits_const_iterator> inits_const_range;
inits_range inits() {
return inits_range(getInits().begin(), getInits().end());
}
inits_const_range inits() const {
return inits_const_range(getInits().begin(), getInits().end());
}
StmtRange children() {
return StmtRange(reinterpret_cast<Stmt **>(varlist_begin()),
reinterpret_cast<Stmt **>(varlist_end()));
}
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_firstprivate;
}
};
/// \brief This represents clause 'lastprivate' in the '#pragma omp ...'
/// directives.
///
/// \code
/// #pragma omp simd lastprivate(a,b)
/// \endcode
/// In this example directive '#pragma omp simd' has clause 'lastprivate'
/// with the variables 'a' and 'b'.
///
class OMPLastprivateClause : public OMPVarListClause<OMPLastprivateClause> {
/// \brief Build clause with number of variables \a N.
///
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param EndLoc Ending location of the clause.
/// \param N Number of the variables in the clause.
///
OMPLastprivateClause(SourceLocation StartLoc, SourceLocation LParenLoc,
SourceLocation EndLoc, unsigned N)
: OMPVarListClause<OMPLastprivateClause>(OMPC_lastprivate, StartLoc,
LParenLoc, EndLoc, N) {}
/// \brief Build an empty clause.
///
/// \param N Number of variables.
///
explicit OMPLastprivateClause(unsigned N)
: OMPVarListClause<OMPLastprivateClause>(
OMPC_lastprivate, SourceLocation(), SourceLocation(),
SourceLocation(), N) {}
public:
/// \brief Creates clause with a list of variables \a VL.
///
/// \param C AST context.
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param EndLoc Ending location of the clause.
/// \param VL List of references to the variables.
///
static OMPLastprivateClause *
Create(const ASTContext &C, SourceLocation StartLoc, SourceLocation LParenLoc,
SourceLocation EndLoc, ArrayRef<Expr *> VL);
/// \brief Creates an empty clause with the place for \a N variables.
///
/// \param C AST context.
/// \param N The number of variables.
///
static OMPLastprivateClause *CreateEmpty(const ASTContext &C, unsigned N);
StmtRange children() {
return StmtRange(reinterpret_cast<Stmt **>(varlist_begin()),
reinterpret_cast<Stmt **>(varlist_end()));
}
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_lastprivate;
}
};
/// \brief This represents clause 'shared' in the '#pragma omp ...' directives.
///
/// \code
/// #pragma omp parallel shared(a,b)
/// \endcode
/// In this example directive '#pragma omp parallel' has clause 'shared'
/// with the variables 'a' and 'b'.
///
class OMPSharedClause : public OMPVarListClause<OMPSharedClause> {
/// \brief Build clause with number of variables \a N.
///
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param EndLoc Ending location of the clause.
/// \param N Number of the variables in the clause.
///
OMPSharedClause(SourceLocation StartLoc, SourceLocation LParenLoc,
SourceLocation EndLoc, unsigned N)
: OMPVarListClause<OMPSharedClause>(OMPC_shared, StartLoc, LParenLoc,
EndLoc, N) {}
/// \brief Build an empty clause.
///
/// \param N Number of variables.
///
explicit OMPSharedClause(unsigned N)
: OMPVarListClause<OMPSharedClause>(OMPC_shared, SourceLocation(),
SourceLocation(), SourceLocation(),
N) {}
public:
/// \brief Creates clause with a list of variables \a VL.
///
/// \param C AST context.
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param EndLoc Ending location of the clause.
/// \param VL List of references to the variables.
///
static OMPSharedClause *Create(const ASTContext &C, SourceLocation StartLoc,
SourceLocation LParenLoc,
SourceLocation EndLoc, ArrayRef<Expr *> VL);
/// \brief Creates an empty clause with \a N variables.
///
/// \param C AST context.
/// \param N The number of variables.
///
static OMPSharedClause *CreateEmpty(const ASTContext &C, unsigned N);
StmtRange children() {
return StmtRange(reinterpret_cast<Stmt **>(varlist_begin()),
reinterpret_cast<Stmt **>(varlist_end()));
}
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_shared;
}
};
/// \brief This represents clause 'reduction' in the '#pragma omp ...'
/// directives.
///
/// \code
/// #pragma omp parallel reduction(+:a,b)
/// \endcode
/// In this example directive '#pragma omp parallel' has clause 'reduction'
/// with operator '+' and the variables 'a' and 'b'.
///
class OMPReductionClause : public OMPVarListClause<OMPReductionClause> {
friend class OMPClauseReader;
/// \brief Location of ':'.
SourceLocation ColonLoc;
/// \brief Nested name specifier for C++.
NestedNameSpecifierLoc QualifierLoc;
/// \brief Name of custom operator.
DeclarationNameInfo NameInfo;
/// \brief Build clause with number of variables \a N.
///
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param EndLoc Ending location of the clause.
/// \param ColonLoc Location of ':'.
/// \param N Number of the variables in the clause.
/// \param QualifierLoc The nested-name qualifier with location information
/// \param NameInfo The full name info for reduction identifier.
///
OMPReductionClause(SourceLocation StartLoc, SourceLocation LParenLoc,
SourceLocation ColonLoc, SourceLocation EndLoc, unsigned N,
NestedNameSpecifierLoc QualifierLoc,
const DeclarationNameInfo &NameInfo)
: OMPVarListClause<OMPReductionClause>(OMPC_reduction, StartLoc,
LParenLoc, EndLoc, N),
ColonLoc(ColonLoc), QualifierLoc(QualifierLoc), NameInfo(NameInfo) {}
/// \brief Build an empty clause.
///
/// \param N Number of variables.
///
explicit OMPReductionClause(unsigned N)
: OMPVarListClause<OMPReductionClause>(OMPC_reduction, SourceLocation(),
SourceLocation(), SourceLocation(),
N),
ColonLoc(), QualifierLoc(), NameInfo() {}
/// \brief Sets location of ':' symbol in clause.
void setColonLoc(SourceLocation CL) { ColonLoc = CL; }
/// \brief Sets the name info for specified reduction identifier.
void setNameInfo(DeclarationNameInfo DNI) { NameInfo = DNI; }
/// \brief Sets the nested name specifier.
void setQualifierLoc(NestedNameSpecifierLoc NSL) { QualifierLoc = NSL; }
public:
/// \brief Creates clause with a list of variables \a VL.
///
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param ColonLoc Location of ':'.
/// \param EndLoc Ending location of the clause.
/// \param VL The variables in the clause.
/// \param QualifierLoc The nested-name qualifier with location information
/// \param NameInfo The full name info for reduction identifier.
///
static OMPReductionClause *
Create(const ASTContext &C, SourceLocation StartLoc, SourceLocation LParenLoc,
SourceLocation ColonLoc, SourceLocation EndLoc, ArrayRef<Expr *> VL,
NestedNameSpecifierLoc QualifierLoc,
const DeclarationNameInfo &NameInfo);
/// \brief Creates an empty clause with the place for \a N variables.
///
/// \param C AST context.
/// \param N The number of variables.
///
static OMPReductionClause *CreateEmpty(const ASTContext &C, unsigned N);
/// \brief Gets location of ':' symbol in clause.
SourceLocation getColonLoc() const { return ColonLoc; }
/// \brief Gets the name info for specified reduction identifier.
const DeclarationNameInfo &getNameInfo() const { return NameInfo; }
/// \brief Gets the nested name specifier.
NestedNameSpecifierLoc getQualifierLoc() const { return QualifierLoc; }
StmtRange children() {
return StmtRange(reinterpret_cast<Stmt **>(varlist_begin()),
reinterpret_cast<Stmt **>(varlist_end()));
}
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_reduction;
}
};
/// \brief This represents clause 'linear' in the '#pragma omp ...'
/// directives.
///
/// \code
/// #pragma omp simd linear(a,b : 2)
/// \endcode
/// In this example directive '#pragma omp simd' has clause 'linear'
/// with variables 'a', 'b' and linear step '2'.
///
class OMPLinearClause : public OMPVarListClause<OMPLinearClause> {
friend class OMPClauseReader;
/// \brief Location of ':'.
SourceLocation ColonLoc;
/// \brief Sets the linear step for clause.
void setStep(Expr *Step) { *varlist_end() = Step; }
/// \brief Build 'linear' clause with given number of variables \a NumVars.
///
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param ColonLoc Location of ':'.
/// \param EndLoc Ending location of the clause.
/// \param NumVars Number of variables.
///
OMPLinearClause(SourceLocation StartLoc, SourceLocation LParenLoc,
SourceLocation ColonLoc, SourceLocation EndLoc,
unsigned NumVars)
: OMPVarListClause<OMPLinearClause>(OMPC_linear, StartLoc, LParenLoc,
EndLoc, NumVars),
ColonLoc(ColonLoc) {}
/// \brief Build an empty clause.
///
/// \param NumVars Number of variables.
///
explicit OMPLinearClause(unsigned NumVars)
: OMPVarListClause<OMPLinearClause>(OMPC_linear, SourceLocation(),
SourceLocation(), SourceLocation(),
NumVars),
ColonLoc(SourceLocation()) {}
public:
/// \brief Creates clause with a list of variables \a VL and a linear step
/// \a Step.
///
/// \param C AST Context.
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param ColonLoc Location of ':'.
/// \param EndLoc Ending location of the clause.
/// \param VL List of references to the variables.
/// \param Step Linear step.
static OMPLinearClause *Create(const ASTContext &C, SourceLocation StartLoc,
SourceLocation LParenLoc,
SourceLocation ColonLoc, SourceLocation EndLoc,
ArrayRef<Expr *> VL, Expr *Step);
/// \brief Creates an empty clause with the place for \a NumVars variables.
///
/// \param C AST context.
/// \param NumVars Number of variables.
///
static OMPLinearClause *CreateEmpty(const ASTContext &C, unsigned NumVars);
/// \brief Sets the location of ':'.
void setColonLoc(SourceLocation Loc) { ColonLoc = Loc; }
/// \brief Returns the location of '('.
SourceLocation getColonLoc() const { return ColonLoc; }
/// \brief Returns linear step.
Expr *getStep() { return *varlist_end(); }
/// \brief Returns linear step.
const Expr *getStep() const { return *varlist_end(); }
StmtRange children() {
return StmtRange(reinterpret_cast<Stmt **>(varlist_begin()),
reinterpret_cast<Stmt **>(varlist_end() + 1));
}
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_linear;
}
};
/// \brief This represents clause 'aligned' in the '#pragma omp ...'
/// directives.
///
/// \code
/// #pragma omp simd aligned(a,b : 8)
/// \endcode
/// In this example directive '#pragma omp simd' has clause 'aligned'
/// with variables 'a', 'b' and alignment '8'.
///
class OMPAlignedClause : public OMPVarListClause<OMPAlignedClause> {
friend class OMPClauseReader;
/// \brief Location of ':'.
SourceLocation ColonLoc;
/// \brief Sets the alignment for clause.
void setAlignment(Expr *A) { *varlist_end() = A; }
/// \brief Build 'aligned' clause with given number of variables \a NumVars.
///
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param ColonLoc Location of ':'.
/// \param EndLoc Ending location of the clause.
/// \param NumVars Number of variables.
///
OMPAlignedClause(SourceLocation StartLoc, SourceLocation LParenLoc,
SourceLocation ColonLoc, SourceLocation EndLoc,
unsigned NumVars)
: OMPVarListClause<OMPAlignedClause>(OMPC_aligned, StartLoc, LParenLoc,
EndLoc, NumVars),
ColonLoc(ColonLoc) {}
/// \brief Build an empty clause.
///
/// \param NumVars Number of variables.
///
explicit OMPAlignedClause(unsigned NumVars)
: OMPVarListClause<OMPAlignedClause>(OMPC_aligned, SourceLocation(),
SourceLocation(), SourceLocation(),
NumVars),
ColonLoc(SourceLocation()) {}
public:
/// \brief Creates clause with a list of variables \a VL and alignment \a A.
///
/// \param C AST Context.
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param ColonLoc Location of ':'.
/// \param EndLoc Ending location of the clause.
/// \param VL List of references to the variables.
/// \param A Alignment.
static OMPAlignedClause *Create(const ASTContext &C, SourceLocation StartLoc,
SourceLocation LParenLoc,
SourceLocation ColonLoc,
SourceLocation EndLoc, ArrayRef<Expr *> VL,
Expr *A);
/// \brief Creates an empty clause with the place for \a NumVars variables.
///
/// \param C AST context.
/// \param NumVars Number of variables.
///
static OMPAlignedClause *CreateEmpty(const ASTContext &C, unsigned NumVars);
/// \brief Sets the location of ':'.
void setColonLoc(SourceLocation Loc) { ColonLoc = Loc; }
/// \brief Returns the location of ':'.
SourceLocation getColonLoc() const { return ColonLoc; }
/// \brief Returns alignment.
Expr *getAlignment() { return *varlist_end(); }
/// \brief Returns alignment.
const Expr *getAlignment() const { return *varlist_end(); }
StmtRange children() {
return StmtRange(reinterpret_cast<Stmt **>(varlist_begin()),
reinterpret_cast<Stmt **>(varlist_end() + 1));
}
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_aligned;
}
};
/// \brief This represents clause 'copyin' in the '#pragma omp ...' directives.
///
/// \code
/// #pragma omp parallel copyin(a,b)
/// \endcode
/// In this example directive '#pragma omp parallel' has clause 'copyin'
/// with the variables 'a' and 'b'.
///
class OMPCopyinClause : public OMPVarListClause<OMPCopyinClause> {
/// \brief Build clause with number of variables \a N.
///
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param EndLoc Ending location of the clause.
/// \param N Number of the variables in the clause.
///
OMPCopyinClause(SourceLocation StartLoc, SourceLocation LParenLoc,
SourceLocation EndLoc, unsigned N)
: OMPVarListClause<OMPCopyinClause>(OMPC_copyin, StartLoc, LParenLoc,
EndLoc, N) {}
/// \brief Build an empty clause.
///
/// \param N Number of variables.
///
explicit OMPCopyinClause(unsigned N)
: OMPVarListClause<OMPCopyinClause>(OMPC_copyin, SourceLocation(),
SourceLocation(), SourceLocation(),
N) {}
public:
/// \brief Creates clause with a list of variables \a VL.
///
/// \param C AST context.
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param EndLoc Ending location of the clause.
/// \param VL List of references to the variables.
///
static OMPCopyinClause *Create(const ASTContext &C, SourceLocation StartLoc,
SourceLocation LParenLoc,
SourceLocation EndLoc, ArrayRef<Expr *> VL);
/// \brief Creates an empty clause with \a N variables.
///
/// \param C AST context.
/// \param N The number of variables.
///
static OMPCopyinClause *CreateEmpty(const ASTContext &C, unsigned N);
StmtRange children() {
return StmtRange(reinterpret_cast<Stmt **>(varlist_begin()),
reinterpret_cast<Stmt **>(varlist_end()));
}
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_copyin;
}
};
/// \brief This represents clause 'copyprivate' in the '#pragma omp ...'
/// directives.
///
/// \code
/// #pragma omp single copyprivate(a,b)
/// \endcode
/// In this example directive '#pragma omp single' has clause 'copyprivate'
/// with the variables 'a' and 'b'.
///
class OMPCopyprivateClause : public OMPVarListClause<OMPCopyprivateClause> {
/// \brief Build clause with number of variables \a N.
///
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param EndLoc Ending location of the clause.
/// \param N Number of the variables in the clause.
///
OMPCopyprivateClause(SourceLocation StartLoc, SourceLocation LParenLoc,
SourceLocation EndLoc, unsigned N)
: OMPVarListClause<OMPCopyprivateClause>(OMPC_copyprivate, StartLoc,
LParenLoc, EndLoc, N) {}
/// \brief Build an empty clause.
///
/// \param N Number of variables.
///
explicit OMPCopyprivateClause(unsigned N)
: OMPVarListClause<OMPCopyprivateClause>(
OMPC_copyprivate, SourceLocation(), SourceLocation(),
SourceLocation(), N) {}
public:
/// \brief Creates clause with a list of variables \a VL.
///
/// \param C AST context.
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param EndLoc Ending location of the clause.
/// \param VL List of references to the variables.
///
static OMPCopyprivateClause *
Create(const ASTContext &C, SourceLocation StartLoc, SourceLocation LParenLoc,
SourceLocation EndLoc, ArrayRef<Expr *> VL);
/// \brief Creates an empty clause with \a N variables.
///
/// \param C AST context.
/// \param N The number of variables.
///
static OMPCopyprivateClause *CreateEmpty(const ASTContext &C, unsigned N);
StmtRange children() {
return StmtRange(reinterpret_cast<Stmt **>(varlist_begin()),
reinterpret_cast<Stmt **>(varlist_end()));
}
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_copyprivate;
}
};
/// \brief This represents implicit clause 'flush' for the '#pragma omp flush'
/// directive.
/// This clause does not exist by itself, it can be only as a part of 'omp
/// flush' directive. This clause is introduced to keep the original structure
/// of \a OMPExecutableDirective class and its derivatives and to use the
/// existing infrastructure of clauses with the list of variables.
///
/// \code
/// #pragma omp flush(a,b)
/// \endcode
/// In this example directive '#pragma omp flush' has implicit clause 'flush'
/// with the variables 'a' and 'b'.
///
class OMPFlushClause : public OMPVarListClause<OMPFlushClause> {
/// \brief Build clause with number of variables \a N.
///
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param EndLoc Ending location of the clause.
/// \param N Number of the variables in the clause.
///
OMPFlushClause(SourceLocation StartLoc, SourceLocation LParenLoc,
SourceLocation EndLoc, unsigned N)
: OMPVarListClause<OMPFlushClause>(OMPC_flush, StartLoc, LParenLoc,
EndLoc, N) {}
/// \brief Build an empty clause.
///
/// \param N Number of variables.
///
explicit OMPFlushClause(unsigned N)
: OMPVarListClause<OMPFlushClause>(OMPC_flush, SourceLocation(),
SourceLocation(), SourceLocation(),
N) {}
public:
/// \brief Creates clause with a list of variables \a VL.
///
/// \param C AST context.
/// \param StartLoc Starting location of the clause.
/// \param LParenLoc Location of '('.
/// \param EndLoc Ending location of the clause.
/// \param VL List of references to the variables.
///
static OMPFlushClause *Create(const ASTContext &C, SourceLocation StartLoc,
SourceLocation LParenLoc, SourceLocation EndLoc,
ArrayRef<Expr *> VL);
/// \brief Creates an empty clause with \a N variables.
///
/// \param C AST context.
/// \param N The number of variables.
///
static OMPFlushClause *CreateEmpty(const ASTContext &C, unsigned N);
StmtRange children() {
return StmtRange(reinterpret_cast<Stmt **>(varlist_begin()),
reinterpret_cast<Stmt **>(varlist_end()));
}
static bool classof(const OMPClause *T) {
return T->getClauseKind() == OMPC_flush;
}
};
} // end namespace clang
#endif
|
conv_kernel_x86.c | /*
* Licensed to the Apache Software Foundation (ASF) under one
* or more contributor license agreements. See the NOTICE file
* distributed with this work for additional information
* regarding copyright ownership. The ASF licenses this file
* to you under the Apache License, Version 2.0 (the
* License); you may not use this file except in compliance
* with the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing,
* software distributed under the License is distributed on an
* AS IS BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
* KIND, either express or implied. See the License for the
* specific language governing permissions and limitations
* under the License.
*/
/*
* Copyright (c) 2020, OPEN AI LAB
* Author: quanwang@openailab.com
*/
#include <stdint.h>
#include <stdlib.h>
#include <math.h>
#include "conv_kernel_x86.h"
#include "wino_conv_kernel_x86.h"
#if __SSE2__
#include <emmintrin.h>
#endif
#include <sys/time.h>
#define max(a, b) ((a) > (b) ? (a) : (b))
#define min(a, b) ((a) < (b) ? (a) : (b))
static double get_current_time()
{
struct timeval tv;
gettimeofday(&tv, NULL);
return tv.tv_sec * 1000.0 + tv.tv_usec / 1000.0;
}
static int get_private_mem_size(struct ir_tensor* filter)
{
if (filter->data_type == TENGINE_DT_UINT8) // simulator uint8 inference with fp32
return filter->elem_num * filter->elem_size * 4;
else
return filter->elem_num * filter->elem_size; // caution
}
static void interleave(struct ir_tensor* filter, struct conv_priv_info* priv_info)
{
/* simply copy the data */
memcpy(priv_info->interleave_buffer, filter->data, filter->elem_num * filter->elem_size);
}
static void interleave_uint8(struct ir_tensor* filter, struct conv_priv_info* priv_info)
{
/* dequant uint8 weight to fp32 for simulator */
float* weight_fp32 = (float* )priv_info->interleave_buffer;
uint8_t* weight_uint8 = (uint8_t*)filter->data;
float scale = filter->scale;
int zero_point = filter->zero_point;
for (int i = 0; i < filter->elem_num; i++)
{
weight_fp32[i] = ((float)weight_uint8[i] - (float)zero_point) * scale;
}
}
void im2col_fp32(float* data_img, float* data_col, int inh, int inw, int inc, int outh, int outw, int ksize_h,
int ksize_w, int sh, int sw, int ph, int pw, int dh, int dw)
{
const int channels_col = ksize_h * ksize_w * inc;
for (int c = 0; c < channels_col; ++c)
{
const int kw = c % ksize_w;
int c_ = c / ksize_w;
const int kh = c_ % ksize_h;
c_ = c_ / ksize_h;
const int im_col = kw * dw - pw;
const int w_low = max(0, -im_col / sw + (-im_col % sw > 0));
const int w_high = min(outw, (inw - im_col) / sw + ((inw - im_col) % sw > 0));
for (int h = 0; h < outh; ++h)
{
const int im_row = kh * dh + h * sh - ph;
float* out = data_col + (c * outh + h) * outw;
const float* end = out + w_high;
if (im_row >= 0 && im_row < inh)
{
float* in = data_img + inw * (im_row + inh * c_) + im_col + (w_low - 1) * sw;
memset(out, 0, w_low * sizeof(float));
out += w_low;
while (out < end)
{
in += sw;
*(out++) = *in;
}
memset(out, 0, (outw - w_high) * sizeof(float));
}
else
{
memset(out, 0, outw * sizeof(float));
}
}
}
}
void im2col_uint8(uint8_t* data_img, float* data_col, struct ir_tensor* input_tensor, struct ir_tensor* output_tensor, struct conv_param* param)
{
int ksize_h = param->kernel_h;
int ksize_w = param->kernel_w;
int inc = param->input_channel / param->group;
int sh = param->stride_h;
int sw = param->stride_w;
int ph = param->pad_h0;
int pw = param->pad_w0;
int dh = param->dilation_h;
int dw = param->dilation_w;
int inh = input_tensor->dims[2];
int inw = input_tensor->dims[3];
int outh = output_tensor->dims[2];
int outw = output_tensor->dims[3];
float scale = input_tensor->scale;
int zero_point = input_tensor->zero_point;
const int channels_col = ksize_h * ksize_w * inc;
for (int c = 0; c < channels_col; ++c)
{
const int kw = c % ksize_w;
int c_ = c / ksize_w;
const int kh = c_ % ksize_h;
c_ = c_ / ksize_h;
const int im_col = kw * dw - pw;
const int w_low = max(0, -im_col / sw + (-im_col % sw > 0));
const int w_high = min(outw, (inw - im_col) / sw + ((inw - im_col) % sw > 0));
for (int h = 0; h < outh; ++h)
{
const int im_row = kh * dh + h * sh - ph;
float* out = data_col + (c * outh + h) * outw;
const float* end = out + w_high;
if (im_row >= 0 && im_row < inh)
{
uint8_t * in = data_img + inw * (im_row + inh * c_) + im_col + (w_low - 1) * sw;
memset(out, 0, w_low * sizeof(float));
out += w_low;
while (out < end)
{
in += sw;
float in_fp32 = ((float)in[0] - (float)zero_point) * scale;
out[0] = in_fp32;
out++;
}
memset(out, 0, (outw - w_high) * sizeof(float));
}
else
{
memset(out, 0, outw * sizeof(float));
}
}
}
}
static void im2col_ir(struct ir_tensor* input, struct ir_tensor* output, struct conv_priv_info* priv_info,
struct conv_param* param, int n, int group)
{
int input_chan = param->input_channel / param->group;
int image_size = input->dims[1] * input->dims[2] * input->dims[3];
int group_size = input_chan * input->dims[2] * input->dims[3];
void* input_base = input->data + (n * image_size + group * group_size) * input->elem_size;
void* im2col_buf = priv_info->im2col_buffer;
if (input->data_type == TENGINE_DT_UINT8)
im2col_uint8(input_base, im2col_buf, input, output, param);
else
im2col_fp32(input_base, im2col_buf, input->dims[2], input->dims[3], input_chan, output->dims[2], output->dims[3],
param->kernel_h, param->kernel_w, param->stride_h, param->stride_w, param->pad_h0, param->pad_w0, param->dilation_h, param->dilation_w);
}
#if __AVX__
void input_pack4(int K, int N, float* pB, float* pB_t, int num_thread)
{
int nn_size = N >> 3;
int remian_size_start = nn_size << 3;
// [ch00, ch10, ch20, ch30, ch01, ch11, ch21, ch31, ch02, ch12, ch22, ch32, ch03, ch13, ch23, ch33 ....]
#pragma omp parallel for num_threads(num_thread)
for (int ii = 0; ii < nn_size; ii++)
{
int i = ii * 8;
const float* img = pB + i;
float* tmp = pB_t + (i / 8) * 8 * K;
for (int j = 0; j < K; j++)
{
#if __AVX__
_mm256_storeu_ps(tmp, _mm256_loadu_ps(img));
#else
tmp[0] = img[0];
tmp[1] = img[1];
tmp[2] = img[2];
tmp[3] = img[3];
tmp[4] = img[4];
tmp[5] = img[5];
tmp[6] = img[6];
tmp[7] = img[7];
#endif // __SSE__
tmp += 8;
img += N;
}
}
// [ch00, ch01, ch02, ch03 ....]
#pragma omp parallel for num_threads(num_thread)
for (int i = remian_size_start; i < N; i++)
{
const float* img = pB + i;
float* tmp = pB_t + (i / 8 + i % 8) * 8 * K;
for (int j = 0; j < K; j++)
{
tmp[0] = img[0];
tmp += 1;
img += N;
}
}
}
static void sgemm(int M, int N, int K, float* pA_t, float* pB_t, float* pC, int num_thread)
{
int nn_outch = 0;
int remain_outch_start = 0;
nn_outch = M >> 3;
remain_outch_start = nn_outch << 3;
#pragma omp parallel for num_threads(num_thread)
for (int pp = 0; pp < nn_outch; pp++)
{
int i = pp * 8;
float* output0 = pC + ( i )*N;
float* output1 = pC + (i + 1) * N;
float* output2 = pC + (i + 2) * N;
float* output3 = pC + (i + 3) * N;
float* output4 = pC + (i + 4) * N;
float* output5 = pC + (i + 5) * N;
float* output6 = pC + (i + 6) * N;
float* output7 = pC + (i + 7) * N;
int j = 0;
for (; j + 7 < N; j += 8)
{
float* va = pA_t + (i / 8) * 8 * K;
float* vb = pB_t + (j / 8) * 8 * K;
#if __AVX__
__m256 _sum0 = _mm256_set1_ps(0.0);
__m256 _sum1 = _mm256_set1_ps(0.0);
__m256 _sum2 = _mm256_set1_ps(0.0);
__m256 _sum3 = _mm256_set1_ps(0.0);
__m256 _sum4 = _mm256_set1_ps(0.0);
__m256 _sum5 = _mm256_set1_ps(0.0);
__m256 _sum6 = _mm256_set1_ps(0.0);
__m256 _sum7 = _mm256_set1_ps(0.0);
int k = 0;
for (; k + 3 < K; k = k + 4)
{
// k0
__m256 _va0 = _mm256_broadcast_ss(va);
__m256 _va1 = _mm256_broadcast_ss(va + 1);
__m256 _va2 = _mm256_broadcast_ss(va + 2);
__m256 _va3 = _mm256_broadcast_ss(va + 3);
__m256 _vb0 = _mm256_loadu_ps(vb);
__m256 _vb1 = _mm256_loadu_ps(vb + 8);
__m256 _vb2 = _mm256_loadu_ps(vb + 16);
__m256 _vb3 = _mm256_loadu_ps(vb + 24);
_sum0 = _mm256_fmadd_ps(_vb0, _va0, _sum0); // sum0 = (a00-a07) * k00
_sum1 = _mm256_fmadd_ps(_vb0, _va1, _sum1); // sum1 = (a00-a07) * k10
_sum2 = _mm256_fmadd_ps(_vb0, _va2, _sum2); // sum2 = (a00-a07) * k20
_sum3 = _mm256_fmadd_ps(_vb0, _va3, _sum3); // sum3 = (a00-a07) * k30
_va0 = _mm256_broadcast_ss(va + 4);
_va1 = _mm256_broadcast_ss(va + 5);
_va2 = _mm256_broadcast_ss(va + 6);
_va3 = _mm256_broadcast_ss(va + 7);
_sum4 = _mm256_fmadd_ps(_vb0, _va0, _sum4); // sum4 = (a00-a07) * k40
_sum5 = _mm256_fmadd_ps(_vb0, _va1, _sum5); // sum5 = (a00-a07) * k50
_sum6 = _mm256_fmadd_ps(_vb0, _va2, _sum6); // sum6 = (a00-a07) * k60
_sum7 = _mm256_fmadd_ps(_vb0, _va3, _sum7); // sum7 = (a00-a07) * k70
va += 8;
// k1
_va0 = _mm256_broadcast_ss(va);
_va1 = _mm256_broadcast_ss(va + 1);
_va2 = _mm256_broadcast_ss(va + 2);
_va3 = _mm256_broadcast_ss(va + 3);
_sum0 = _mm256_fmadd_ps(_vb1, _va0, _sum0); // sum0 += (a10-a17) * k01
_sum1 = _mm256_fmadd_ps(_vb1, _va1, _sum1); // sum1 += (a10-a17) * k11
_sum2 = _mm256_fmadd_ps(_vb1, _va2, _sum2); // sum2 += (a10-a17) * k21
_sum3 = _mm256_fmadd_ps(_vb1, _va3, _sum3); // sum3 += (a10-a17) * k31
_va0 = _mm256_broadcast_ss(va + 4);
_va1 = _mm256_broadcast_ss(va + 5);
_va2 = _mm256_broadcast_ss(va + 6);
_va3 = _mm256_broadcast_ss(va + 7);
_sum4 = _mm256_fmadd_ps(_vb1, _va0, _sum4); // sum4 += (a10-a17) * k41
_sum5 = _mm256_fmadd_ps(_vb1, _va1, _sum5); // sum5 += (a10-a17) * k51
_sum6 = _mm256_fmadd_ps(_vb1, _va2, _sum6); // sum6 += (a10-a17) * k61
_sum7 = _mm256_fmadd_ps(_vb1, _va3, _sum7); // sum7 += (a10-a17) * k71
va += 8;
// k2
_va0 = _mm256_broadcast_ss(va);
_va1 = _mm256_broadcast_ss(va + 1);
_va2 = _mm256_broadcast_ss(va + 2);
_va3 = _mm256_broadcast_ss(va + 3);
_sum0 = _mm256_fmadd_ps(_vb2, _va0, _sum0); // sum0 += (a20-a27) * k02
_sum1 = _mm256_fmadd_ps(_vb2, _va1, _sum1); // sum1 += (a20-a27) * k12
_sum2 = _mm256_fmadd_ps(_vb2, _va2, _sum2); // sum2 += (a20-a27) * k22
_sum3 = _mm256_fmadd_ps(_vb2, _va3, _sum3); // sum3 += (a20-a27) * k32
_va0 = _mm256_broadcast_ss(va + 4);
_va1 = _mm256_broadcast_ss(va + 5);
_va2 = _mm256_broadcast_ss(va + 6);
_va3 = _mm256_broadcast_ss(va + 7);
_sum4 = _mm256_fmadd_ps(_vb2, _va0, _sum4); // sum4 += (a20-a27) * k42
_sum5 = _mm256_fmadd_ps(_vb2, _va1, _sum5); // sum5 += (a20-a27) * k52
_sum6 = _mm256_fmadd_ps(_vb2, _va2, _sum6); // sum6 += (a20-a27) * k62
_sum7 = _mm256_fmadd_ps(_vb2, _va3, _sum7); // sum7 += (a20-a27) * k72
va += 8;
// k3
_va0 = _mm256_broadcast_ss(va);
_va1 = _mm256_broadcast_ss(va + 1);
_va2 = _mm256_broadcast_ss(va + 2);
_va3 = _mm256_broadcast_ss(va + 3);
_sum0 = _mm256_fmadd_ps(_vb3, _va0, _sum0); // sum0 += (a30-a37) * k03
_sum1 = _mm256_fmadd_ps(_vb3, _va1, _sum1); // sum1 += (a30-a37) * k13
_sum2 = _mm256_fmadd_ps(_vb3, _va2, _sum2); // sum2 += (a30-a37) * k23
_sum3 = _mm256_fmadd_ps(_vb3, _va3, _sum3); // sum3 += (a30-a37) * k33
_va0 = _mm256_broadcast_ss(va + 4);
_va1 = _mm256_broadcast_ss(va + 5);
_va2 = _mm256_broadcast_ss(va + 6);
_va3 = _mm256_broadcast_ss(va + 7);
_sum4 = _mm256_fmadd_ps(_vb3, _va0, _sum4); // sum4 += (a30-a37) * k43
_sum5 = _mm256_fmadd_ps(_vb3, _va1, _sum5); // sum5 += (a30-a37) * k53
_sum6 = _mm256_fmadd_ps(_vb3, _va2, _sum6); // sum6 += (a30-a37) * k63
_sum7 = _mm256_fmadd_ps(_vb3, _va3, _sum7); // sum7 += (a30-a37) * k73
va += 8;
vb += 32;
}
for (; k < K; k++)
{
// k0
__m256 _va0 = _mm256_broadcast_ss(va);
__m256 _va1 = _mm256_broadcast_ss(va + 1);
__m256 _va2 = _mm256_broadcast_ss(va + 2);
__m256 _va3 = _mm256_broadcast_ss(va + 3);
__m256 _va4 = _mm256_broadcast_ss(va + 4);
__m256 _va5 = _mm256_broadcast_ss(va + 5);
__m256 _va6 = _mm256_broadcast_ss(va + 6);
__m256 _va7 = _mm256_broadcast_ss(va + 7);
__m256 _vb0 = _mm256_loadu_ps(vb);
_sum0 = _mm256_fmadd_ps(_vb0, _va0, _sum0); // sum0 = (a00-a07) * k00
_sum1 = _mm256_fmadd_ps(_vb0, _va1, _sum1); // sum1 = (a00-a07) * k10
_sum2 = _mm256_fmadd_ps(_vb0, _va2, _sum2); // sum2 = (a00-a07) * k20
_sum3 = _mm256_fmadd_ps(_vb0, _va3, _sum3); // sum3 = (a00-a07) * k30
_sum4 = _mm256_fmadd_ps(_vb0, _va4, _sum4); // sum4 = (a00-a07) * k40
_sum5 = _mm256_fmadd_ps(_vb0, _va5, _sum5); // sum5 = (a00-a07) * k50
_sum6 = _mm256_fmadd_ps(_vb0, _va6, _sum6); // sum6 = (a00-a07) * k60
_sum7 = _mm256_fmadd_ps(_vb0, _va7, _sum7); // sum7 = (a00-a07) * k70
va += 8;
vb += 8;
}
_mm256_storeu_ps(output0, _sum0);
_mm256_storeu_ps(output1, _sum1);
_mm256_storeu_ps(output2, _sum2);
_mm256_storeu_ps(output3, _sum3);
_mm256_storeu_ps(output4, _sum4);
_mm256_storeu_ps(output5, _sum5);
_mm256_storeu_ps(output6, _sum6);
_mm256_storeu_ps(output7, _sum7);
#else
float sum0[8] = {0};
float sum1[8] = {0};
float sum2[8] = {0};
float sum3[8] = {0};
float sum4[8] = {0};
float sum5[8] = {0};
float sum6[8] = {0};
float sum7[8] = {0};
for (int k = 0; k < K; k++)
{
for (int n = 0; n < 8; n++)
{
sum0[n] += va[0] * vb[n];
sum1[n] += va[1] * vb[n];
sum2[n] += va[2] * vb[n];
sum3[n] += va[3] * vb[n];
sum4[n] += va[4] * vb[n];
sum5[n] += va[5] * vb[n];
sum6[n] += va[6] * vb[n];
sum7[n] += va[7] * vb[n];
}
va += 8;
vb += 8;
}
for (int n = 0; n < 8; n++)
{
output0[n] = sum0[n];
output1[n] = sum1[n];
output2[n] = sum2[n];
output3[n] = sum3[n];
output4[n] = sum4[n];
output5[n] = sum5[n];
output6[n] = sum6[n];
output7[n] = sum7[n];
}
#endif // __AVX__
output0 += 8;
output1 += 8;
output2 += 8;
output3 += 8;
output4 += 8;
output5 += 8;
output6 += 8;
output7 += 8;
}
for (; j < N; j++)
{
float* va = pA_t + (i / 8) * 8 * K;
float* vb = pB_t + (j / 8 + j % 8) * 8 * K;
#if __AVX__
__m256 _sum0_7 = _mm256_set1_ps(0.0);
__m256 _sum0 = _mm256_set1_ps(0.0);
__m256 _sum1 = _mm256_set1_ps(0.0);
__m256 _sum2 = _mm256_set1_ps(0.0);
__m256 _sum3 = _mm256_set1_ps(0.0);
int k = 0;
for (; k + 3 < K; k = k + 4)
{
__m256 _vb0 = _mm256_broadcast_ss(vb);
__m256 _vb1 = _mm256_broadcast_ss(vb + 1);
__m256 _vb2 = _mm256_broadcast_ss(vb + 2);
__m256 _vb3 = _mm256_broadcast_ss(vb + 3);
__m256 _va0 = _mm256_loadu_ps(va);
__m256 _va1 = _mm256_loadu_ps(va + 8);
__m256 _va2 = _mm256_loadu_ps(va + 16);
__m256 _va3 = _mm256_loadu_ps(va + 24);
_sum0 = _mm256_fmadd_ps(_va0, _vb0, _sum0); // sum0 += (k00-k70) * a00
_sum1 = _mm256_fmadd_ps(_va1, _vb1, _sum1); // sum1 += (k01-k71) * a10
_sum2 = _mm256_fmadd_ps(_va2, _vb2, _sum2); // sum2 += (k02-k72) * a20
_sum3 = _mm256_fmadd_ps(_va3, _vb3, _sum3); // sum3 += (k03-k73) * a30
va += 32;
vb += 4;
}
_sum0 = _mm256_add_ps(_sum0, _sum1);
_sum2 = _mm256_add_ps(_sum2, _sum3);
_sum0_7 = _mm256_add_ps(_sum0_7, _sum0);
_sum0_7 = _mm256_add_ps(_sum0_7, _sum2);
for (; k < K; k++)
{
__m256 _vb0 = _mm256_broadcast_ss(vb);
__m256 _va = _mm256_loadu_ps(va);
_sum0_7 = _mm256_fmadd_ps(_va, _vb0, _sum0_7); // sum0 += (k00-k70) * a00
va += 8;
vb += 1;
}
float output_sum0_7[8] = {0.f};
_mm256_storeu_ps(output_sum0_7, _sum0_7);
output0[0] = output_sum0_7[0];
output1[0] = output_sum0_7[1];
output2[0] = output_sum0_7[2];
output3[0] = output_sum0_7[3];
output4[0] = output_sum0_7[4];
output5[0] = output_sum0_7[5];
output6[0] = output_sum0_7[6];
output7[0] = output_sum0_7[7];
#else
float sum0 = 0;
float sum1 = 0;
float sum2 = 0;
float sum3 = 0;
float sum4 = 0;
float sum5 = 0;
float sum6 = 0;
float sum7 = 0;
for (int k = 0; k < K; k++)
{
sum0 += va[0] * vb[0];
sum1 += va[1] * vb[0];
sum2 += va[2] * vb[0];
sum3 += va[3] * vb[0];
sum4 += va[4] * vb[0];
sum5 += va[5] * vb[0];
sum6 += va[6] * vb[0];
sum7 += va[7] * vb[0];
va += 8;
vb += 1;
}
output0[0] = sum0;
output1[0] = sum1;
output2[0] = sum2;
output3[0] = sum3;
output4[0] = sum4;
output5[0] = sum5;
output6[0] = sum6;
output7[0] = sum7;
#endif // __AVX__
output0++;
output1++;
output2++;
output3++;
output4++;
output5++;
output6++;
output7++;
}
}
nn_outch = (M - remain_outch_start) >> 2;
for (int pp = 0; pp < nn_outch; pp++)
{
int i = remain_outch_start + pp * 4;
float* output0 = pC + ( i )*N;
float* output1 = pC + (i + 1) * N;
float* output2 = pC + (i + 2) * N;
float* output3 = pC + (i + 3) * N;
int j = 0;
for (; j + 7 < N; j += 8)
{
float* va = pA_t + (i / 8 + (i % 8) / 4) * 8 * K;
float* vb = pB_t + (j / 8) * 8 * K;
#if __AVX__
__m256 _sum0 = _mm256_set1_ps(0.0);
__m256 _sum1 = _mm256_set1_ps(0.0);
__m256 _sum2 = _mm256_set1_ps(0.0);
__m256 _sum3 = _mm256_set1_ps(0.0);
int k = 0;
for (; k + 3 < K; k = k + 4)
{
// k0
__m256 _va0 = _mm256_broadcast_ss(va);
__m256 _va1 = _mm256_broadcast_ss(va + 1);
__m256 _va2 = _mm256_broadcast_ss(va + 2);
__m256 _va3 = _mm256_broadcast_ss(va + 3);
__m256 _vb0 = _mm256_loadu_ps(vb);
__m256 _vb1 = _mm256_loadu_ps(vb + 8);
__m256 _vb2 = _mm256_loadu_ps(vb + 16);
__m256 _vb3 = _mm256_loadu_ps(vb + 24);
_sum0 = _mm256_fmadd_ps(_vb0, _va0, _sum0); // sum0 = (a00-a07) * k00
_sum1 = _mm256_fmadd_ps(_vb0, _va1, _sum1); // sum1 = (a00-a07) * k10
_sum2 = _mm256_fmadd_ps(_vb0, _va2, _sum2); // sum2 = (a00-a07) * k20
_sum3 = _mm256_fmadd_ps(_vb0, _va3, _sum3); // sum3 = (a00-a07) * k30
va += 4;
// k1
_va0 = _mm256_broadcast_ss(va);
_va1 = _mm256_broadcast_ss(va + 1);
_va2 = _mm256_broadcast_ss(va + 2);
_va3 = _mm256_broadcast_ss(va + 3);
_sum0 = _mm256_fmadd_ps(_vb1, _va0, _sum0); // sum0 += (a10-a17) * k01
_sum1 = _mm256_fmadd_ps(_vb1, _va1, _sum1); // sum1 += (a10-a17) * k11
_sum2 = _mm256_fmadd_ps(_vb1, _va2, _sum2); // sum2 += (a10-a17) * k21
_sum3 = _mm256_fmadd_ps(_vb1, _va3, _sum3); // sum3 += (a10-a17) * k31
va += 4;
// k2
_va0 = _mm256_broadcast_ss(va);
_va1 = _mm256_broadcast_ss(va + 1);
_va2 = _mm256_broadcast_ss(va + 2);
_va3 = _mm256_broadcast_ss(va + 3);
_sum0 = _mm256_fmadd_ps(_vb2, _va0, _sum0); // sum0 += (a20-a27) * k02
_sum1 = _mm256_fmadd_ps(_vb2, _va1, _sum1); // sum1 += (a20-a27) * k12
_sum2 = _mm256_fmadd_ps(_vb2, _va2, _sum2); // sum2 += (a20-a27) * k22
_sum3 = _mm256_fmadd_ps(_vb2, _va3, _sum3); // sum3 += (a20-a27) * k32
va += 4;
// k3
_va0 = _mm256_broadcast_ss(va);
_va1 = _mm256_broadcast_ss(va + 1);
_va2 = _mm256_broadcast_ss(va + 2);
_va3 = _mm256_broadcast_ss(va + 3);
_sum0 = _mm256_fmadd_ps(_vb3, _va0, _sum0); // sum0 += (a30-a37) * k03
_sum1 = _mm256_fmadd_ps(_vb3, _va1, _sum1); // sum1 += (a30-a37) * k13
_sum2 = _mm256_fmadd_ps(_vb3, _va2, _sum2); // sum2 += (a30-a37) * k23
_sum3 = _mm256_fmadd_ps(_vb3, _va3, _sum3); // sum3 += (a30-a37) * k33
va += 4;
vb += 32;
}
for (; k < K; k++)
{
// k0
__m256 _va0 = _mm256_broadcast_ss(va);
__m256 _va1 = _mm256_broadcast_ss(va + 1);
__m256 _va2 = _mm256_broadcast_ss(va + 2);
__m256 _va3 = _mm256_broadcast_ss(va + 3);
__m256 _vb0 = _mm256_loadu_ps(vb);
_sum0 = _mm256_fmadd_ps(_vb0, _va0, _sum0); // sum0 = (a00-a07) * k00
_sum1 = _mm256_fmadd_ps(_vb0, _va1, _sum1); // sum1 = (a00-a07) * k10
_sum2 = _mm256_fmadd_ps(_vb0, _va2, _sum2); // sum2 = (a00-a07) * k20
_sum3 = _mm256_fmadd_ps(_vb0, _va3, _sum3); // sum3 = (a00-a07) * k30
va += 4;
vb += 8;
}
_mm256_storeu_ps(output0, _sum0);
_mm256_storeu_ps(output1, _sum1);
_mm256_storeu_ps(output2, _sum2);
_mm256_storeu_ps(output3, _sum3);
#else
float sum0[8] = {0};
float sum1[8] = {0};
float sum2[8] = {0};
float sum3[8] = {0};
for (int k = 0; k < K; k++)
{
for (int n = 0; n < 8; n++)
{
sum0[n] += va[0] * vb[n];
sum1[n] += va[1] * vb[n];
sum2[n] += va[2] * vb[n];
sum3[n] += va[3] * vb[n];
}
va += 4;
vb += 8;
}
for (int n = 0; n < 8; n++)
{
output0[n] = sum0[n];
output1[n] = sum1[n];
output2[n] = sum2[n];
output3[n] = sum3[n];
}
#endif // __AVX__
output0 += 8;
output1 += 8;
output2 += 8;
output3 += 8;
}
for (; j < N; j++)
{
float* va = pA_t + (i / 8 + (i % 8) / 4) * 8 * K;
float* vb = pB_t + (j / 8 + j % 8) * 8 * K;
#if __AVX__
__m128 _sum0_3 = _mm_set1_ps(0.0);
__m128 _sum0 = _mm_set1_ps(0.0);
__m128 _sum1 = _mm_set1_ps(0.0);
__m128 _sum2 = _mm_set1_ps(0.0);
__m128 _sum3 = _mm_set1_ps(0.0);
int k = 0;
for (; k + 3 < K; k = k + 4)
{
__m128 _vb0 = _mm_set1_ps(vb[0]);
__m128 _vb1 = _mm_set1_ps(vb[1]);
__m128 _vb2 = _mm_set1_ps(vb[2]);
__m128 _vb3 = _mm_set1_ps(vb[3]);
__m128 _va0 = _mm_loadu_ps(va);
__m128 _va1 = _mm_loadu_ps(va + 4);
__m128 _va2 = _mm_loadu_ps(va + 8);
__m128 _va3 = _mm_loadu_ps(va + 12);
_sum0 = _mm_fmadd_ps(_va0, _vb0, _sum0); // sum0 += (k00-k30) * a00
_sum1 = _mm_fmadd_ps(_va1, _vb1, _sum1); // sum1 += (k01-k31) * a10
_sum2 = _mm_fmadd_ps(_va2, _vb2, _sum2); // sum2 += (k02-k32) * a20
_sum3 = _mm_fmadd_ps(_va3, _vb3, _sum3); // sum3 += (k03-k33) * a30
va += 16;
vb += 4;
}
_sum0 = _mm_add_ps(_sum0, _sum1);
_sum2 = _mm_add_ps(_sum2, _sum3);
_sum0_3 = _mm_add_ps(_sum0_3, _sum0);
_sum0_3 = _mm_add_ps(_sum0_3, _sum2);
for (; k < K; k++)
{
__m128 _vb0 = _mm_set1_ps(vb[0]);
__m128 _va = _mm_loadu_ps(va);
_sum0_3 = _mm_fmadd_ps(_va, _vb0, _sum0_3); // sum0 += (k00-k30) * a00
va += 4;
vb += 1;
}
float output_sum0_3[4] = {0.f};
_mm_storeu_ps(output_sum0_3, _sum0_3);
output0[0] = output_sum0_3[0];
output1[0] = output_sum0_3[1];
output2[0] = output_sum0_3[2];
output3[0] = output_sum0_3[3];
#else
float sum0 = 0;
float sum1 = 0;
float sum2 = 0;
float sum3 = 0;
for (int k = 0; k < K; k++)
{
sum0 += va[0] * vb[0];
sum1 += va[1] * vb[0];
sum2 += va[2] * vb[0];
sum3 += va[3] * vb[0];
va += 4;
vb += 1;
}
output0[0] = sum0;
output1[0] = sum1;
output2[0] = sum2;
output3[0] = sum3;
#endif // __AVX__
output0++;
output1++;
output2++;
output3++;
}
}
remain_outch_start += nn_outch << 2;
// output ch0
for (int i = remain_outch_start; i < M; i++)
{
float* output = pC + i * N;
int j = 0;
for (; j + 7 < N; j += 8)
{
float* va = pA_t + (i / 8 + (i % 8) / 4 + i % 4) * 8 * K;
float* vb = pB_t + (j / 8) * 8 * K;
#if __AVX__
__m256 _sum0 = _mm256_set1_ps(0.0);
int k = 0;
for (; k + 3 < K; k = k + 4)
{
// k0
__m256 _va0 = _mm256_broadcast_ss(va);
__m256 _va1 = _mm256_broadcast_ss(va + 1);
__m256 _va2 = _mm256_broadcast_ss(va + 2);
__m256 _va3 = _mm256_broadcast_ss(va + 3);
__m256 _vb0 = _mm256_loadu_ps(vb);
__m256 _vb1 = _mm256_loadu_ps(vb + 8);
__m256 _vb2 = _mm256_loadu_ps(vb + 16);
__m256 _vb3 = _mm256_loadu_ps(vb + 24);
_sum0 = _mm256_fmadd_ps(_vb0, _va0, _sum0); // sum0 = (a00-a07) * k00
_sum0 = _mm256_fmadd_ps(_vb1, _va1, _sum0); // sum0 += (a10-a17) * k01
_sum0 = _mm256_fmadd_ps(_vb2, _va2, _sum0); // sum0 += (a20-a27) * k02
_sum0 = _mm256_fmadd_ps(_vb3, _va3, _sum0); // sum0 += (a30-a37) * k03
va += 4;
vb += 32;
}
for (; k < K; k++)
{
// k0
__m256 _va0 = _mm256_broadcast_ss(va);
__m256 _vb0 = _mm256_loadu_ps(vb);
_sum0 = _mm256_fmadd_ps(_vb0, _va0, _sum0); // sum0 = (a00-a07) * k00
va += 1;
vb += 8;
}
_mm256_storeu_ps(output, _sum0);
#else
float sum[8] = {0};
for (int k = 0; k < K; k++)
{
for (int n = 0; n < 8; n++)
{
sum[n] += va[0] * vb[n];
}
va += 1;
vb += 8;
}
for (int n = 0; n < 8; n++)
{
output[n] = sum[n];
}
#endif // __AVX__
output += 8;
}
for (; j < N; j++)
{
float* va = pA_t + (i / 8 + (i % 8) / 4 + i % 4) * 8 * K;
float* vb = pB_t + (j / 8 + j % 8) * 8 * K;
int k = 0;
#if __AVX__
__m128 _sum0 = _mm_set1_ps(0.f);
for (; k + 3 < K; k += 4)
{
__m128 _p0 = _mm_loadu_ps(vb);
__m128 _k0 = _mm_loadu_ps(va);
_sum0 = _mm_add_ps(_sum0, _mm_mul_ps(_p0, _k0));
va += 4;
vb += 4;
}
float sum0 = _sum0[0] + _sum0[1] + _sum0[2] + _sum0[3];
#else
float sum0 = 0.f;
#endif // __AVX__
for (; k < K; k++)
{
sum0 += va[0] * vb[0];
va += 1;
vb += 1;
}
output[0] = sum0;
output++;
}
}
}
#else // SSE2
void input_pack4(int K, int N, float* pB, float* pB_t, int num_thread)
{
int nn_size = N >> 2;
int remian_size_start = nn_size << 2;
// [ch00, ch10, ch20, ch30, ch01, ch11, ch21, ch31, ch02, ch12, ch22, ch32, ch03, ch13, ch23, ch33 ....]
#pragma omp parallel for num_threads(num_thread)
for (int ii = 0; ii < nn_size; ii++)
{
int i = ii * 4;
const float* img = pB + i;
float* tmp = pB_t + (i / 4) * 4 * K;
for (int j = 0; j < K; j++)
{
#if __SSE__
_mm_storeu_ps(tmp, _mm_loadu_ps(img));
#else
tmp[0] = img[0];
tmp[1] = img[1];
tmp[2] = img[2];
tmp[3] = img[3];
#endif // __SSE__
tmp += 4;
img += N;
}
}
// [ch00, ch01, ch02, ch03 ....]
#pragma omp parallel for num_threads(num_thread)
for (int i = remian_size_start; i < N; i++)
{
const float* img = pB + i;
float* tmp = pB_t + (i / 4 + i % 4) * 4 * K;
for (int j = 0; j < K; j++)
{
tmp[0] = img[0];
tmp += 1;
img += N;
}
}
}
// unloop output M, unloop N, packet 4x4, using intrinsic
static void sgemm(int M, int N, int K, float* pA_t, float* pB_t, float* pC, int num_thread)
{
int nn_outch = 0;
int remain_outch_start = 0;
nn_outch = M >> 2;
remain_outch_start = nn_outch << 2;
// output ch0 - ch3
#pragma omp parallel for num_threads(num_thread)
for (int pp = 0; pp < nn_outch; pp++)
{
int i = pp * 4;
float* output0 = pC + ( i )*N;
float* output1 = pC + (i + 1) * N;
float* output2 = pC + (i + 2) * N;
float* output3 = pC + (i + 3) * N;
int j = 0;
for (; j + 3 < N; j += 4)
{
float* va = pA_t + (i / 4) * 4 * K;
float* vb = pB_t + (j / 4) * 4 * K;
#if __SSE__
__m128 _sum0 = _mm_set1_ps(0.f);
__m128 _sum1 = _mm_set1_ps(0.f);
__m128 _sum2 = _mm_set1_ps(0.f);
__m128 _sum3 = _mm_set1_ps(0.f);
int k = 0;
for (; k + 3 < K; k = k + 4)
{
// k0
__m128 _vb = _mm_loadu_ps(vb);
__m128 _va0 = _mm_set1_ps(va[0]);
__m128 _va1 = _mm_set1_ps(va[1]);
__m128 _va2 = _mm_set1_ps(va[2]);
__m128 _va3 = _mm_set1_ps(va[3]);
_sum0 = _mm_add_ps(_sum0, _mm_mul_ps(_vb, _va0)); // sum0 = (a00-a03) * k00
_sum1 = _mm_add_ps(_sum1, _mm_mul_ps(_vb, _va1)); // sum1 = (a00-a03) * k10
_sum2 = _mm_add_ps(_sum2, _mm_mul_ps(_vb, _va2)); // sum2 = (a00-a03) * k20
_sum3 = _mm_add_ps(_sum3, _mm_mul_ps(_vb, _va3)); // sum3 = (a00-a03) * k30
// k1
_vb = _mm_loadu_ps(vb + 4);
_va0 = _mm_set1_ps(va[4]);
_va1 = _mm_set1_ps(va[5]);
_va2 = _mm_set1_ps(va[6]);
_va3 = _mm_set1_ps(va[7]);
_sum0 = _mm_add_ps(_sum0, _mm_mul_ps(_vb, _va0)); // sum0 = (a10-a13) * k01
_sum1 = _mm_add_ps(_sum1, _mm_mul_ps(_vb, _va1)); // sum1 = (a10-a13) * k11
_sum2 = _mm_add_ps(_sum2, _mm_mul_ps(_vb, _va2)); // sum2 = (a10-a13) * k21
_sum3 = _mm_add_ps(_sum3, _mm_mul_ps(_vb, _va3)); // sum3 = (a10-a13) * k31
// k2
_vb = _mm_loadu_ps(vb + 8);
_va0 = _mm_set1_ps(va[8]);
_va1 = _mm_set1_ps(va[9]);
_va2 = _mm_set1_ps(va[10]);
_va3 = _mm_set1_ps(va[11]);
_sum0 = _mm_add_ps(_sum0, _mm_mul_ps(_vb, _va0)); // sum0 = (a20-a23) * k02
_sum1 = _mm_add_ps(_sum1, _mm_mul_ps(_vb, _va1)); // sum1 = (a20-a23) * k12
_sum2 = _mm_add_ps(_sum2, _mm_mul_ps(_vb, _va2)); // sum2 = (a20-a23) * k22
_sum3 = _mm_add_ps(_sum3, _mm_mul_ps(_vb, _va3)); // sum3 = (a20-a23) * k32
// k3
_vb = _mm_loadu_ps(vb + 12);
_va0 = _mm_set1_ps(va[12]);
_va1 = _mm_set1_ps(va[13]);
_va2 = _mm_set1_ps(va[14]);
_va3 = _mm_set1_ps(va[15]);
_sum0 = _mm_add_ps(_sum0, _mm_mul_ps(_vb, _va0)); // sum0 = (a30-a33) * k03
_sum1 = _mm_add_ps(_sum1, _mm_mul_ps(_vb, _va1)); // sum1 = (a30-a33) * k13
_sum2 = _mm_add_ps(_sum2, _mm_mul_ps(_vb, _va2)); // sum2 = (a30-a33) * k23
_sum3 = _mm_add_ps(_sum3, _mm_mul_ps(_vb, _va3)); // sum3 = (a30-a33) * k33
va += 16;
vb += 16;
}
for (; k < K; k++)
{
// k0
__m128 _vb = _mm_loadu_ps(vb);
__m128 _va0 = _mm_set1_ps(va[0]);
__m128 _va1 = _mm_set1_ps(va[1]);
__m128 _va2 = _mm_set1_ps(va[2]);
__m128 _va3 = _mm_set1_ps(va[3]);
_sum0 = _mm_add_ps(_sum0, _mm_mul_ps(_vb, _va0)); // sum0 = (a00-a03) * k00
_sum1 = _mm_add_ps(_sum1, _mm_mul_ps(_vb, _va1)); // sum1 = (a00-a03) * k10
_sum2 = _mm_add_ps(_sum2, _mm_mul_ps(_vb, _va2)); // sum2 = (a00-a03) * k20
_sum3 = _mm_add_ps(_sum3, _mm_mul_ps(_vb, _va3)); // sum3 = (a00-a03) * k30
va += 4;
vb += 4;
}
_mm_storeu_ps(output0, _sum0);
_mm_storeu_ps(output1, _sum1);
_mm_storeu_ps(output2, _sum2);
_mm_storeu_ps(output3, _sum3);
#else
float sum0[4] = {0};
float sum1[4] = {0};
float sum2[4] = {0};
float sum3[4] = {0};
for (int k = 0; k < K; k++)
{
for (int n = 0; n < 4; n++)
{
sum0[n] += va[0] * vb[n];
sum1[n] += va[1] * vb[n];
sum2[n] += va[2] * vb[n];
sum3[n] += va[3] * vb[n];
}
va += 4;
vb += 4;
}
for (int n = 0; n < 4; n++)
{
output0[n] = sum0[n];
output1[n] = sum1[n];
output2[n] = sum2[n];
output3[n] = sum3[n];
}
#endif // __SSE__
output0 += 4;
output1 += 4;
output2 += 4;
output3 += 4;
}
for (; j < N; j++)
{
float* va = pA_t + (i / 4) * 4 * K;
float* vb = pB_t + (j / 4 + j % 4) * 4 * K;
#if __SSE__
__m128 _sum0_3 = _mm_set1_ps(0.f);
__m128 _sum0 = _mm_set1_ps(0.f);
__m128 _sum1 = _mm_set1_ps(0.f);
__m128 _sum2 = _mm_set1_ps(0.f);
__m128 _sum3 = _mm_set1_ps(0.f);
int k = 0;
for (; k + 3 < K; k = k + 4)
{
__m128 _vb0 = _mm_set1_ps(vb[0]);
__m128 _vb1 = _mm_set1_ps(vb[1]);
__m128 _vb2 = _mm_set1_ps(vb[2]);
__m128 _vb3 = _mm_set1_ps(vb[3]);
__m128 _va0 = _mm_loadu_ps(va);
__m128 _va1 = _mm_loadu_ps(va + 4);
__m128 _va2 = _mm_loadu_ps(va + 8);
__m128 _va3 = _mm_loadu_ps(va + 12);
_sum0 = _mm_add_ps(_sum0, _mm_mul_ps(_va0, _vb0)); // sum0 += (k00-k30) * a00
_sum1 = _mm_add_ps(_sum1, _mm_mul_ps(_va1, _vb1)); // sum1 += (k01-k31) * a10
_sum2 = _mm_add_ps(_sum2, _mm_mul_ps(_va2, _vb2)); // sum2 += (k02-k32) * a20
_sum3 = _mm_add_ps(_sum3, _mm_mul_ps(_va3, _vb3)); // sum3 += (k03-k33) * a30
va += 16;
vb += 4;
}
_sum0 = _mm_add_ps(_sum0, _sum1);
_sum2 = _mm_add_ps(_sum2, _sum3);
_sum0_3 = _mm_add_ps(_sum0_3, _sum0);
_sum0_3 = _mm_add_ps(_sum0_3, _sum2);
for (; k < K; k++)
{
__m128 _vb0 = _mm_set1_ps(vb[0]);
__m128 _va = _mm_loadu_ps(va);
_sum0_3 = _mm_add_ps(_sum0_3, _mm_mul_ps(_va, _vb0)); // sum0 += (k00-k30) * a00
va += 4;
vb += 1;
}
output0[0] = _sum0_3[0];
output1[0] = _sum0_3[1];
output2[0] = _sum0_3[2];
output3[0] = _sum0_3[3];
#else
float sum0 = 0;
float sum1 = 0;
float sum2 = 0;
float sum3 = 0;
for (int k = 0; k < K; k++)
{
sum0 += va[0] * vb[0];
sum1 += va[1] * vb[0];
sum2 += va[2] * vb[0];
sum3 += va[3] * vb[0];
va += 4;
vb += 1;
}
output0[0] = sum0;
output1[0] = sum1;
output2[0] = sum2;
output3[0] = sum3;
#endif // __SSE__
output0++;
output1++;
output2++;
output3++;
}
}
// output ch0
#pragma omp parallel for num_threads(num_thread)
for (int i = remain_outch_start; i < M; i++)
{
float* output = pC + i * N;
int j = 0;
for (; j + 3 < N; j += 4)
{
float* va = pA_t + (i / 4 + i % 4) * 4 * K;
float* vb = pB_t + (j / 4) * 4 * K;
#if __SSE__
__m128 _sum0 = _mm_set1_ps(0.f);
int k = 0;
for (; k + 3 < K; k = k + 4)
{
// k0
__m128 _va0 = _mm_set1_ps(va[0]);
__m128 _va1 = _mm_set1_ps(va[1]);
__m128 _va2 = _mm_set1_ps(va[2]);
__m128 _va3 = _mm_set1_ps(va[3]);
__m128 _vb0 = _mm_loadu_ps(vb);
__m128 _vb1 = _mm_loadu_ps(vb + 4);
__m128 _vb2 = _mm_loadu_ps(vb + 8);
__m128 _vb3 = _mm_loadu_ps(vb + 12);
_sum0 = _mm_add_ps(_sum0, _mm_mul_ps(_vb0, _va0)); // sum0 = (a00-a03) * k00
_sum0 = _mm_add_ps(_sum0, _mm_mul_ps(_vb1, _va1)); // sum0 += (a10-a13) * k01
_sum0 = _mm_add_ps(_sum0, _mm_mul_ps(_vb2, _va2)); // sum0 += (a20-a23) * k02
_sum0 = _mm_add_ps(_sum0, _mm_mul_ps(_vb3, _va3)); // sum0 += (a30-a33) * k03
va += 4;
vb += 16;
}
for (; k < K; k++)
{
// k0
__m128 _va0 = _mm_set1_ps(va[0]);
__m128 _vb0 = _mm_loadu_ps(vb);
_sum0 = _mm_add_ps(_sum0, _mm_mul_ps(_vb0, _va0)); // sum0 = (a00-a03) * k00
va += 1;
vb += 4;
}
_mm_storeu_ps(output, _sum0);
#else
float sum[4] = {0};
for (int k = 0; k < K; k++)
{
for (int n = 0; n < 4; n++)
{
sum[n] += va[0] * vb[n];
}
va += 1;
vb += 4;
}
for (int n = 0; n < 4; n++)
{
output[n] = sum[n];
}
#endif // __SSE__
output += 4;
}
for (; j < N; j++)
{
float* va = pA_t + (i / 4 + i % 4) * 4 * K;
float* vb = pB_t + (j / 4 + j % 4) * 4 * K;
int k = 0;
#if __SSE__
__m128 _sum0 = _mm_set1_ps(0.f);
for (; k + 3 < K; k += 4)
{
__m128 _p0 = _mm_loadu_ps(vb);
__m128 _k0 = _mm_loadu_ps(va);
_sum0 = _mm_add_ps(_sum0, _mm_mul_ps(_p0, _k0));
va += 4;
vb += 4;
}
float sum0 = _sum0[0] + _sum0[1] + _sum0[2] + _sum0[3];
#else
float sum0 = 0.f;
#endif // __SSE__
for (; k < K; k++)
{
sum0 += va[0] * vb[0];
va += 1;
vb += 1;
}
output[0] = sum0;
output++;
}
}
}
#endif // __AVX2__
static void sgemm_fp32(struct ir_tensor* input, struct ir_tensor* filter, struct ir_tensor* bias,
struct ir_tensor* output, struct conv_priv_info* priv_info, struct conv_param* param, int n,
int group, int num_thread)
{
int kernel_size = param->kernel_h * param->kernel_w * param->input_channel / param->group;
int outchan_g = param->output_channel / param->group;
int out_h = output->dims[2];
int out_w = output->dims[3];
int out_image_size = output->dims[1] * output->dims[2] * output->dims[3];
float* interleave_fp32 = ( float* )priv_info->interleave_buffer_pack4 + outchan_g * group * kernel_size;
float* im2col_pack4_fp32 = priv_info->im2col_buffer_pack4;
float* output_fp32 = ( float* )output->data + n * out_image_size + outchan_g * group * out_h * out_w;
float* bias_fp32 = NULL;
if (bias)
bias_fp32 = ( float* )bias->data + outchan_g * group;
float* filter_sgemm = interleave_fp32;
float* input_sgemm_pack4 = im2col_pack4_fp32;
float* output_sgemm = output_fp32;
sgemm(outchan_g, out_h * out_w, kernel_size, filter_sgemm, input_sgemm_pack4, output_sgemm, num_thread);
// process bias
if (bias)
{
for (int i = 0; i < outchan_g; i++)
{
for (int j = 0; j < out_h * out_w; j++)
{
int output_off = i * (out_h * out_w) + j;
output_fp32[output_off] += bias_fp32[i];
}
}
}
// process activation relu
if (param->activation == 0)
{
for (int i = 0; i < outchan_g; i++)
{
for (int j = 0; j < out_h * out_w; j++)
{
int output_off = i * (out_h * out_w) + j;
if (output_fp32[output_off] < 0)
output_fp32[output_off] = 0;
}
}
}
// process activation relu6
if (param->activation > 0)
{
for (int i = 0; i < outchan_g; i++)
{
for (int j = 0; j < out_h * out_w; j++)
{
int output_off = i * (out_h * out_w) + j;
if (output_fp32[output_off] < 0)
output_fp32[output_off] = 0;
if (output_fp32[output_off] > 6)
output_fp32[output_off] = 6;
}
}
}
}
static void sgemm_uint8(struct ir_tensor* input, struct ir_tensor* filter, struct ir_tensor* bias,
struct ir_tensor* output, struct conv_priv_info* priv_info, struct conv_param* param, int n,
int group, int num_thread)
{
int kernel_size = param->kernel_h * param->kernel_w * param->input_channel / param->group;
int outchan_g = param->output_channel / param->group;
int out_h = output->dims[2];
int out_w = output->dims[3];
int out_image_size = output->dims[1] * output->dims[2] * output->dims[3];
float* interleave_fp32 = ( float* )priv_info->interleave_buffer_pack4 + outchan_g * group * kernel_size;
float* im2col_pack4_fp32 = priv_info->im2col_buffer_pack4;
uint8_t * output_uint8 = ( uint8_t* )output->data + n * out_image_size + outchan_g * group * out_h * out_w;
int* bias_int32 = NULL;
float bias_scale = 0.f;
if (bias)
{
bias_int32 = ( int* )bias->data + outchan_g * group;
bias_scale = input->scale * filter->scale;
}
float* filter_sgemm = interleave_fp32;
float* input_sgemm_pack4 = im2col_pack4_fp32;
float* output_sgemm = (float*)sys_malloc(outchan_g * out_h * out_w * sizeof(float));
sgemm(outchan_g, out_h * out_w, kernel_size, filter_sgemm, input_sgemm_pack4, output_sgemm, num_thread);
/* process bias */
if (bias)
{
for (int i = 0; i < outchan_g; i++)
{
for (int j = 0; j < out_h * out_w; j++)
{
int output_off = i * (out_h * out_w) + j;
output_sgemm[output_off] += (float )bias_int32[i] * bias_scale;
}
}
}
/* process activation relu */
if (param->activation == 0)
{
for (int i = 0; i < outchan_g; i++)
{
for (int j = 0; j < out_h * out_w; j++)
{
int output_off = i * (out_h * out_w) + j;
if (output_sgemm[output_off] < 0)
output_sgemm[output_off] = 0;
}
}
}
/* process activation relu6 */
if (param->activation > 0)
{
for (int i = 0; i < outchan_g; i++)
{
for (int j = 0; j < out_h * out_w; j++)
{
int output_off = i * (out_h * out_w) + j;
if (output_sgemm[output_off] < 0)
output_sgemm[output_off] = 0;
if (output_sgemm[output_off] > 6)
output_sgemm[output_off] = 6;
}
}
}
/* quant from fp32 to uint8 */
for (int i = 0; i < outchan_g; i++)
{
for (int j = 0; j < out_h * out_w; j++)
{
int output_off = i * (out_h * out_w) + j;
int udata = ( int )(round(output_sgemm[output_off] / output->scale) + output->zero_point);
if (udata > 255)
udata = 255;
else if (udata < 0)
udata = 0;
output_uint8[output_off] = udata;
}
}
sys_free(output_sgemm);
}
/* check the conv wheather need to be using winograd */
static int winograd_support(struct conv_param* param, int in_h, int in_w)
{
int kernel_h = param->kernel_h;
int kernel_w = param->kernel_w;
int stride_h = param->stride_h;
int stride_w = param->stride_w;
int dilation_h = param->dilation_h;
int dilation_w = param->dilation_w;
int input_chan = param->input_channel;
int output_chan = param->output_channel;
int group = param->group;
if (in_h <= 10 && in_w <= 10)
return 0;
if (group != 1 || kernel_h != 3 || kernel_w != 3 || stride_h != 1 || stride_w != 1 || dilation_h != 1 ||
dilation_w != 1 || input_chan < 16 || output_chan < 16 || output_chan % 16)
return 0;
return 1;
}
int conv_hcl_get_shared_mem_size(struct ir_tensor* input, struct ir_tensor* output, struct conv_param* param)
{
int group = param->group;
int input_chan = param->input_channel / group;
int kernel_size = input_chan * param->kernel_h * param->kernel_w;
int output_xy = output->dims[2] * output->dims[3];
int elem_size = input->elem_size;
// simulator uint8 inference with fp32
if (input->data_type == TENGINE_DT_UINT8)
elem_size = 4;
return elem_size * output_xy * kernel_size;
}
#if __AVX__
int conv_hcl_get_shared_pack4_mem_size(struct ir_tensor* filter, struct ir_tensor* output, struct conv_param* param)
{
int K = filter->elem_num / filter->dims[0];
int N = output->dims[2] * output->dims[3];
int elem_size = filter->elem_size;
// simulator uint8 inference with fp32
if (filter->data_type == TENGINE_DT_UINT8)
elem_size = 4;
return (8 * K * (N / 8 + N % 8)) * elem_size;
}
int conv_hcl_get_interleave_pack4_size(int M, int K, struct ir_tensor* filter)
{
int elem_size = filter->elem_size;
// simulator uint8 inference with fp32
if (filter->data_type == TENGINE_DT_UINT8)
elem_size = 4;
int size = 8 * K * (M / 8 + (M % 8) / 4 + M % 4) * elem_size;
return size;
}
void conv_hcl_interleave_pack4(int M, int K, struct conv_priv_info* priv_info)
{
float* pA = ( float* )priv_info->interleave_buffer;
float* pA_t = ( float* )priv_info->interleave_buffer_pack4;
int nn_outch = M >> 3;
int remain_outch_start = nn_outch << 3;
for (int pp = 0; pp < nn_outch; pp++)
{
int p = pp * 8;
const float* k0 = pA + (p + 0) * K;
const float* k1 = pA + (p + 1) * K;
const float* k2 = pA + (p + 2) * K;
const float* k3 = pA + (p + 3) * K;
const float* k4 = pA + (p + 4) * K;
const float* k5 = pA + (p + 5) * K;
const float* k6 = pA + (p + 6) * K;
const float* k7 = pA + (p + 7) * K;
float* ktmp = pA_t + (p / 8) * 8 * K;
for (int q = 0; q < K; q++)
{
ktmp[0] = k0[0];
ktmp[1] = k1[0];
ktmp[2] = k2[0];
ktmp[3] = k3[0];
ktmp[4] = k4[0];
ktmp[5] = k5[0];
ktmp[6] = k6[0];
ktmp[7] = k7[0];
ktmp += 8;
k0 += 1;
k1 += 1;
k2 += 1;
k3 += 1;
k4 += 1;
k5 += 1;
k6 += 1;
k7 += 1;
}
}
nn_outch = (M - remain_outch_start) >> 2;
for (int pp = 0; pp < nn_outch; pp++)
{
int p = remain_outch_start + pp * 4;
const float* k0 = pA + (p + 0) * K;
const float* k1 = pA + (p + 1) * K;
const float* k2 = pA + (p + 2) * K;
const float* k3 = pA + (p + 3) * K;
float* ktmp = pA_t + (p / 8 + (p % 8) / 4) * 8 * K;
for (int q = 0; q < K; q++)
{
ktmp[0] = k0[0];
ktmp[1] = k1[0];
ktmp[2] = k2[0];
ktmp[3] = k3[0];
ktmp += 4;
k0 += 1;
k1 += 1;
k2 += 1;
k3 += 1;
}
}
remain_outch_start += nn_outch << 2;
for (int p = remain_outch_start; p < M; p++)
{
const float* k0 = pA + (p + 0) * K;
float* ktmp = pA_t + (p / 8 + (p % 8) / 4 + p % 4) * 8 * K;
for (int q = 0; q < K; q++)
{
ktmp[0] = k0[0];
ktmp++;
k0++;
}
}
}
#else
int conv_hcl_get_shared_pack4_mem_size(struct ir_tensor* filter, struct ir_tensor* output, struct conv_param* param)
{
int K = filter->elem_num / filter->dims[0];
int N = output->dims[2] * output->dims[3];
int elem_size = filter->elem_size;
// simulator uint8 inference with fp32
if (filter->data_type == TENGINE_DT_UINT8)
elem_size = 4;
return (4 * K * (N / 4 + N % 4)) * elem_size;
}
int conv_hcl_get_interleave_pack4_size(int M, int K, struct ir_tensor* filter)
{
int elem_size = filter->elem_size;
// simulator uint8 inference with fp32
if (filter->data_type == TENGINE_DT_UINT8)
elem_size = 4;
int size = 4 * K * (M / 4 + M % 4) * elem_size;
return size;
}
void conv_hcl_interleave_pack4(int M, int K, struct conv_priv_info* priv_info)
{
float* pA = ( float* )priv_info->interleave_buffer;
float* pA_t = ( float* )priv_info->interleave_buffer_pack4;
int nn_outch = M >> 2;
int remain_outch_start = nn_outch << 2;
for (int pp = 0; pp < nn_outch; pp++)
{
int p = pp * 4;
const float* k0 = pA + (p + 0) * K;
const float* k1 = pA + (p + 1) * K;
const float* k2 = pA + (p + 2) * K;
const float* k3 = pA + (p + 3) * K;
float* ktmp = pA_t + (p / 4) * 4 * K;
for (int q = 0; q < K; q++)
{
ktmp[0] = k0[0];
ktmp[1] = k1[0];
ktmp[2] = k2[0];
ktmp[3] = k3[0];
ktmp += 4;
k0 += 1;
k1 += 1;
k2 += 1;
k3 += 1;
}
}
for (int p = remain_outch_start; p < M; p++)
{
const float* k0 = pA + (p + 0) * K;
float* ktmp = pA_t + (p / 4 + p % 4) * 4 * K;
for (int q = 0; q < K; q++)
{
ktmp[0] = k0[0];
ktmp++;
k0++;
}
}
}
#endif
int conv_hcl_prerun(struct ir_tensor* input_tensor, struct ir_tensor* filter_tensor, struct ir_tensor* output_tensor,
struct conv_priv_info* priv_info, struct conv_param* param)
{
int in_h = input_tensor->dims[2];
int in_w = input_tensor->dims[3];
/* check winograd implement, only for conv3x3s1 */
if (input_tensor->data_type == TENGINE_DT_FP32)
{
priv_info->winograd = winograd_support(param, in_h, in_w);
if (priv_info->winograd)
{
return wino_conv_hcl_prerun(input_tensor, filter_tensor, output_tensor, priv_info, param);
}
}
if (!priv_info->external_im2col_mem)
{
int mem_size = conv_hcl_get_shared_mem_size(input_tensor, output_tensor, param);
void* mem = sys_malloc(mem_size);
priv_info->im2col_buffer = mem;
priv_info->im2col_buffer_size = mem_size;
}
if (!priv_info->external_im2col_pack4_mem)
{
int mem_size = conv_hcl_get_shared_pack4_mem_size(filter_tensor, output_tensor, param);
void* mem = sys_malloc(mem_size);
priv_info->im2col_buffer_pack4 = mem;
priv_info->im2col_buffer_pack4_size = mem_size;
}
if (!priv_info->external_interleave_mem)
{
int mem_size = get_private_mem_size(filter_tensor);
void* mem = sys_malloc(mem_size);
priv_info->interleave_buffer = mem;
priv_info->interleave_buffer_size = mem_size;
}
if (input_tensor->data_type == TENGINE_DT_UINT8)
interleave_uint8(filter_tensor, priv_info);
else
interleave(filter_tensor, priv_info);
if (priv_info->external_interleave_pack4_mem)
{
int M = filter_tensor->dims[0];
int K = filter_tensor->elem_num / filter_tensor->dims[0];
int mem_size = conv_hcl_get_interleave_pack4_size(M, K, filter_tensor);
void* mem = sys_malloc(mem_size);
priv_info->interleave_buffer_pack4 = mem;
priv_info->interleave_buffer_pack4_size = mem_size;
conv_hcl_interleave_pack4(M, K, priv_info);
if (!priv_info->external_interleave_mem && priv_info->interleave_buffer)
{
sys_free(priv_info->interleave_buffer);
priv_info->interleave_buffer = NULL;
}
}
else
{
priv_info->interleave_buffer_pack4 = priv_info->interleave_buffer;
priv_info->interleave_buffer_pack4_size = priv_info->interleave_buffer_size;
}
return 0;
}
int conv_hcl_postrun(struct conv_priv_info* priv_info)
{
if (priv_info->winograd)
{
return wino_conv_hcl_postrun(priv_info);
}
if (priv_info->external_interleave_pack4_mem && !priv_info->external_interleave_mem &&
priv_info->interleave_buffer != NULL)
{
sys_free(priv_info->interleave_buffer_pack4);
priv_info->interleave_buffer_pack4 = NULL;
}
if (!priv_info->external_im2col_mem && priv_info->im2col_buffer != NULL)
{
sys_free(priv_info->im2col_buffer);
priv_info->im2col_buffer = NULL;
}
if (!priv_info->external_im2col_pack4_mem && priv_info->im2col_buffer_pack4 != NULL)
{
sys_free(priv_info->im2col_buffer_pack4);
priv_info->im2col_buffer_pack4 = NULL;
}
if (priv_info->external_interleave_pack4_mem && priv_info->interleave_buffer_pack4 != NULL)
{
sys_free(priv_info->interleave_buffer_pack4);
priv_info->interleave_buffer_pack4 = NULL;
}
return 0;
}
int conv_hcl_run(struct ir_tensor* input_tensor, struct ir_tensor* filter_tensor, struct ir_tensor* bias_tensor,
struct ir_tensor* output_tensor, struct conv_priv_info* priv_info, struct conv_param* param,
int num_thread, int cpu_affinity)
{
int group = param->group;
int type = input_tensor->data_type;
if (priv_info->winograd)
{
return wino_conv_hcl_run(input_tensor, filter_tensor, bias_tensor, output_tensor, priv_info, param, num_thread,
cpu_affinity);
}
for (int i = 0; i < input_tensor->dims[0]; i++) // batch size
{
for (int j = 0; j < group; j++)
{
im2col_ir(input_tensor, output_tensor, priv_info, param, i, j);
int K = filter_tensor->elem_num / filter_tensor->dims[0];
int N = output_tensor->dims[2] * output_tensor->dims[3];
float* im2col_fp32 = priv_info->im2col_buffer;
if (priv_info->external_interleave_pack4_mem)
{
input_pack4(K, N, im2col_fp32, ( float* )priv_info->im2col_buffer_pack4, num_thread);
}
else
{
priv_info->im2col_buffer_pack4 = im2col_fp32;
}
if (type == TENGINE_DT_UINT8)
sgemm_uint8(input_tensor, filter_tensor, bias_tensor, output_tensor, priv_info, param, i, j, num_thread);
else
sgemm_fp32(input_tensor, filter_tensor, bias_tensor, output_tensor, priv_info, param, i, j, num_thread);
}
}
return 0;
}
int conv_hcl_set_shared_mem(struct conv_priv_info* priv_info, void* mem, int mem_size)
{
priv_info->external_im2col_mem = 1;
priv_info->im2col_buffer = mem;
priv_info->im2col_buffer_size = mem_size;
return 0;
}
int conv_hcl_set_shared_pack4_mem(struct conv_priv_info* priv_info, void* mem, int mem_size)
{
priv_info->external_im2col_pack4_mem = 1;
priv_info->im2col_buffer_pack4 = mem;
priv_info->im2col_buffer_pack4_size = mem_size;
return 0;
}
|
gost_fmt_plug.c | /*
* GOST 3411 cracker patch for JtR. Hacked together during
* May of 2012 by Dhiru Kholia <dhiru.kholia at gmail.com>,
* Sergey V. <sftp.mtuci at gmail com>, and JimF
*
* This software is Copyright (c) 2012, Dhiru Kholia <dhiru.kholia at gmail.com>,
* Sergey V. <sftp.mtuci at gmail com>, and JimF
* and it is hereby released to the general public under the following terms:
* Redistribution and use in source and binary forms, with or without modification,
* are permitted.
*
* Input Format => user:gost-hash;
* user:$gost$gost-hash;
* user:$gost-cp$gost-cryptopro-hash;
*/
#if FMT_EXTERNS_H
extern struct fmt_main fmt_gost;
#elif FMT_REGISTERS_H
john_register_one(&fmt_gost);
#else
#include <string.h>
#include <assert.h>
#include <errno.h>
#include "arch.h"
#include "misc.h"
#include "common.h"
#include "formats.h"
#include "params.h"
#include "options.h"
#include "gost.h"
#ifdef _OPENMP
#include <omp.h>
#ifndef OMP_SCALE
#define OMP_SCALE 512 // tuned K8-dual HT
#endif
#endif
#include "memdbg.h"
#define FORMAT_LABEL "gost"
#define FORMAT_NAME "GOST R 34.11-94"
#define FORMAT_TAG "$gost$"
#define TAG_LENGTH (sizeof(FORMAT_TAG)-1)
#define FORMAT_TAG_CP "$gost-cp$"
#define TAG_CP_LENGTH (sizeof(FORMAT_TAG_CP)-1)
#if !defined(USE_GCC_ASM_IA32) && defined(USE_GCC_ASM_X64)
#define ALGORITHM_NAME "64/64"
#else
#define ALGORITHM_NAME "32/" ARCH_BITS_STR
#endif
#define BENCHMARK_COMMENT ""
#define BENCHMARK_LENGTH -1
#define PLAINTEXT_LENGTH 125
#define CIPHERTEXT_LENGTH 64
#define BINARY_SIZE 32
#define SALT_SIZE 1
#define SALT_ALIGN 1
#define BINARY_ALIGN sizeof(uint32_t)
#define MIN_KEYS_PER_CRYPT 1
#define MAX_KEYS_PER_CRYPT 1
static struct fmt_tests gost_tests[] = {
{"ce85b99cc46752fffee35cab9a7b0278abb4c2d2055cff685af4912c49490f8d", ""},
{"d42c539e367c66e9c88a801f6649349c21871b4344c6a573f849fdce62f314dd", "a"},
{FORMAT_TAG "ce85b99cc46752fffee35cab9a7b0278abb4c2d2055cff685af4912c49490f8d", ""},
{FORMAT_TAG "d42c539e367c66e9c88a801f6649349c21871b4344c6a573f849fdce62f314dd", "a"},
{FORMAT_TAG "ad4434ecb18f2c99b60cbe59ec3d2469582b65273f48de72db2fde16a4889a4d", "message digest"},
{FORMAT_TAG "0886f91e7fcaff65eb2635a1a4c9f203003e0ce5ea74b72fc6462cc72649694e",
"This is very very long pass phrase for test gost hash function."},
{FORMAT_TAG_CP "981e5f3ca30c841487830f84fb433e13ac1101569b9c13584ac483234cd656c0", ""},
{FORMAT_TAG_CP "e74c52dd282183bf37af0079c9f78055715a103f17e3133ceff1aacf2f403011", "a"},
{FORMAT_TAG_CP "bc6041dd2aa401ebfa6e9886734174febdb4729aa972d60f549ac39b29721ba0", "message digest"},
{FORMAT_TAG_CP "5394adfacb65a9ac5781c3080b244c955a9bf03befd51582c3850b8935f80762",
"This is very very long pass phrase for test gost hash function."},
{NULL}
};
static char (*saved_key)[PLAINTEXT_LENGTH + 1];
static uint32_t (*crypt_out)[8];
static int is_cryptopro; /* non 0 for CryptoPro hashes */
static void init(struct fmt_main *self)
{
#ifdef _OPENMP
int omp_t = omp_get_max_threads();
self->params.min_keys_per_crypt *= omp_t;
omp_t *= OMP_SCALE;
self->params.max_keys_per_crypt *= omp_t;
#endif
gost_init_table();
saved_key = mem_calloc(self->params.max_keys_per_crypt,
sizeof(*saved_key));
crypt_out = mem_calloc(self->params.max_keys_per_crypt,
sizeof(*crypt_out));
}
static void done(void)
{
MEM_FREE(crypt_out);
MEM_FREE(saved_key);
}
static int valid(char *ciphertext, struct fmt_main *self)
{
char *p, *q;
p = ciphertext;
if (!strncmp(p, FORMAT_TAG, TAG_LENGTH))
p += TAG_LENGTH;
else if (!strncmp(p, FORMAT_TAG_CP, TAG_CP_LENGTH))
p += TAG_CP_LENGTH;
q = p;
while (atoi16[ARCH_INDEX(*q)] != 0x7F)
q++;
return !*q && q - p == CIPHERTEXT_LENGTH;
}
static char *split(char *ciphertext, int index, struct fmt_main *self)
{
static char out[TAG_CP_LENGTH + CIPHERTEXT_LENGTH + 1];
char *cp=&out[TAG_LENGTH];
strcpy(out, FORMAT_TAG);
if (!strncmp(ciphertext, FORMAT_TAG, TAG_LENGTH))
ciphertext += TAG_LENGTH;
else if (!strncmp(ciphertext, FORMAT_TAG_CP, TAG_CP_LENGTH)) {
ciphertext += TAG_CP_LENGTH;
strcpy(out, FORMAT_TAG_CP);
cp=&out[TAG_CP_LENGTH];
}
memcpy(cp, ciphertext, CIPHERTEXT_LENGTH + 1);
strlwr(cp);
return out;
}
static void *get_salt(char *ciphertext)
{
static char i;
if (!strncmp(ciphertext, FORMAT_TAG, TAG_LENGTH))
i=0;
else
i=1;
return &i;
}
static void set_salt(void *salt)
{
is_cryptopro = *(char*)salt;
}
static void *get_binary(char *ciphertext)
{
static unsigned char *out;
char *p;
int i;
if (!out) out = mem_alloc_tiny(BINARY_SIZE, MEM_ALIGN_WORD);
if (!strncmp(ciphertext, FORMAT_TAG, TAG_LENGTH))
p = ciphertext + TAG_LENGTH;
else
p = ciphertext + TAG_CP_LENGTH;
for (i = 0; i < BINARY_SIZE; i++) {
out[i] =
(atoi16[ARCH_INDEX(*p)] << 4) |
atoi16[ARCH_INDEX(p[1])];
p += 2;
}
return out;
}
static int get_hash_0(int index) { return crypt_out[index][0] & PH_MASK_0; }
static int get_hash_1(int index) { return crypt_out[index][0] & PH_MASK_1; }
static int get_hash_2(int index) { return crypt_out[index][0] & PH_MASK_2; }
static int get_hash_3(int index) { return crypt_out[index][0] & PH_MASK_3; }
static int get_hash_4(int index) { return crypt_out[index][0] & PH_MASK_4; }
static int get_hash_5(int index) { return crypt_out[index][0] & PH_MASK_5; }
static int get_hash_6(int index) { return crypt_out[index][0] & PH_MASK_6; }
static int crypt_all(int *pcount, struct db_salt *salt)
{
const int count = *pcount;
int index = 0;
#ifdef _OPENMP
#pragma omp parallel for
for (index = 0; index < count; index++)
#endif
{
gost_ctx ctx;
if (is_cryptopro)
john_gost_cryptopro_init(&ctx);
else
john_gost_init(&ctx);
john_gost_update(&ctx, (const unsigned char*)saved_key[index],
strlen(saved_key[index]));
john_gost_final(&ctx, (unsigned char *)crypt_out[index]);
}
return count;
}
static int cmp_all(void *binary, int count)
{
int index = 0;
for (; index < count; index++)
if (crypt_out[index][0] == *(uint32_t*)binary)
return 1;
return 0;
}
static int cmp_one(void *binary, int index)
{
return !memcmp(binary, crypt_out[index], BINARY_SIZE);
}
static int cmp_exact(char *source, int index)
{
return 1;
}
static void set_key(char *key, int index)
{
int saved_len = strlen(key);
if (saved_len > PLAINTEXT_LENGTH)
saved_len = PLAINTEXT_LENGTH;
memcpy(saved_key[index], key, saved_len);
saved_key[index][saved_len] = 0;
}
static char *get_key(int index)
{
return saved_key[index];
}
struct fmt_main fmt_gost = {
{
FORMAT_LABEL,
FORMAT_NAME,
ALGORITHM_NAME,
BENCHMARK_COMMENT,
BENCHMARK_LENGTH,
0,
PLAINTEXT_LENGTH,
BINARY_SIZE,
BINARY_ALIGN,
SALT_SIZE,
SALT_ALIGN,
MIN_KEYS_PER_CRYPT,
MAX_KEYS_PER_CRYPT,
FMT_CASE | FMT_8_BIT | FMT_OMP | FMT_SPLIT_UNIFIES_CASE,
{ NULL },
{ FORMAT_TAG, FORMAT_TAG_CP },
gost_tests
}, {
init,
done,
fmt_default_reset,
fmt_default_prepare,
valid,
split,
get_binary,
get_salt,
{ NULL },
fmt_default_source,
{
fmt_default_binary_hash_0,
fmt_default_binary_hash_1,
fmt_default_binary_hash_2,
fmt_default_binary_hash_3,
fmt_default_binary_hash_4,
fmt_default_binary_hash_5,
fmt_default_binary_hash_6
},
fmt_default_salt_hash,
NULL,
set_salt,
set_key,
get_key,
fmt_default_clear_keys,
crypt_all,
{
get_hash_0,
get_hash_1,
get_hash_2,
get_hash_3,
get_hash_4,
get_hash_5,
get_hash_6
},
cmp_all,
cmp_one,
cmp_exact
}
};
#endif /* plugin stanza */
|
GB_binop__min_uint64.c |
//------------------------------------------------------------------------------
// GB_binop: hard-coded functions for each built-in binary operator
//------------------------------------------------------------------------------
// SuiteSparse:GraphBLAS, Timothy A. Davis, (c) 2017-2022, All Rights Reserved.
// SPDX-License-Identifier: Apache-2.0
//------------------------------------------------------------------------------
// If this file is in the Generated2/ folder, do not edit it
// (it is auto-generated from Generator/*).
#include "GB.h"
#ifndef GBCOMPACT
#include "GB_emult.h"
#include "GB_control.h"
#include "GB_ek_slice.h"
#include "GB_dense.h"
#include "GB_atomics.h"
#include "GB_bitmap_assign_methods.h"
#include "GB_binop__include.h"
// C=binop(A,B) is defined by the following types and operators:
// A+B function (eWiseAdd): GB (_AaddB__min_uint64)
// A.*B function (eWiseMult): GB (_AemultB_08__min_uint64)
// A.*B function (eWiseMult): GB (_AemultB_02__min_uint64)
// A.*B function (eWiseMult): GB (_AemultB_04__min_uint64)
// A.*B function (eWiseMult): GB (_AemultB_bitmap__min_uint64)
// A*D function (colscale): GB (_AxD__min_uint64)
// D*A function (rowscale): GB (_DxB__min_uint64)
// C+=B function (dense accum): GB (_Cdense_accumB__min_uint64)
// C+=b function (dense accum): GB (_Cdense_accumb__min_uint64)
// C+=A+B function (dense ewise3): GB (_Cdense_ewise3_accum__min_uint64)
// C=A+B function (dense ewise3): GB (_Cdense_ewise3_noaccum__min_uint64)
// C=scalar+B GB (_bind1st__min_uint64)
// C=scalar+B' GB (_bind1st_tran__min_uint64)
// C=A+scalar GB (_bind2nd__min_uint64)
// C=A'+scalar GB (_bind2nd_tran__min_uint64)
// C type: uint64_t
// A type: uint64_t
// A pattern? 0
// B type: uint64_t
// B pattern? 0
// BinaryOp: cij = GB_IMIN (aij, bij)
#define GB_ATYPE \
uint64_t
#define GB_BTYPE \
uint64_t
#define GB_CTYPE \
uint64_t
// true if the types of A and B are identical
#define GB_ATYPE_IS_BTYPE \
1
// true if the types of C and A are identical
#define GB_CTYPE_IS_ATYPE \
1
// true if the types of C and B are identical
#define GB_CTYPE_IS_BTYPE \
1
// aij = Ax [pA]
#define GB_GETA(aij,Ax,pA,A_iso) \
uint64_t aij = GBX (Ax, pA, A_iso)
// true if values of A are not used
#define GB_A_IS_PATTERN \
0 \
// bij = Bx [pB]
#define GB_GETB(bij,Bx,pB,B_iso) \
uint64_t bij = GBX (Bx, pB, B_iso)
// true if values of B are not used
#define GB_B_IS_PATTERN \
0 \
// declare scalar of the same type as C
#define GB_CTYPE_SCALAR(t) \
uint64_t t
// cij = Ax [pA]
#define GB_COPY_A_TO_C(cij,Ax,pA,A_iso) \
cij = GBX (Ax, pA, A_iso)
// cij = Bx [pB]
#define GB_COPY_B_TO_C(cij,Bx,pB,B_iso) \
cij = GBX (Bx, pB, B_iso)
#define GB_CX(p) Cx [p]
// binary operator
#define GB_BINOP(z,x,y,i,j) \
z = GB_IMIN (x, y) ;
// true if the binop must be flipped
#define GB_BINOP_FLIP \
0
// op is second
#define GB_OP_IS_SECOND \
0
// do the numerical phases of GB_add and GB_emult
#define GB_PHASE_2_OF_2
// hard-coded loops can be vectorized
#define GB_PRAGMA_SIMD_VECTORIZE GB_PRAGMA_SIMD
// disable this operator and use the generic case if these conditions hold
#define GB_DISABLE \
(GxB_NO_MIN || GxB_NO_UINT64 || GxB_NO_MIN_UINT64)
//------------------------------------------------------------------------------
// C += A+B, all 3 matrices dense
//------------------------------------------------------------------------------
// The op must be MIN, MAX, PLUS, MINUS, RMINUS, TIMES, DIV, or RDIV.
void GB (_Cdense_ewise3_accum__min_uint64)
(
GrB_Matrix C,
const GrB_Matrix A,
const GrB_Matrix B,
const int nthreads
)
{
#include "GB_dense_ewise3_accum_template.c"
}
//------------------------------------------------------------------------------
// C = A+B, all 3 matrices dense
//------------------------------------------------------------------------------
void GB (_Cdense_ewise3_noaccum__min_uint64)
(
GrB_Matrix C,
const GrB_Matrix A,
const GrB_Matrix B,
const int nthreads
)
{
#include "GB_dense_ewise3_noaccum_template.c"
}
//------------------------------------------------------------------------------
// C += B, accumulate a sparse matrix into a dense matrix
//------------------------------------------------------------------------------
GrB_Info GB (_Cdense_accumB__min_uint64)
(
GrB_Matrix C,
const GrB_Matrix B,
const int64_t *B_ek_slicing, const int B_ntasks, const int B_nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
{
#include "GB_dense_subassign_23_template.c"
}
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// C += b, accumulate a scalar into a dense matrix
//------------------------------------------------------------------------------
GrB_Info GB (_Cdense_accumb__min_uint64)
(
GrB_Matrix C,
const GB_void *p_bwork,
const int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
{
// get the scalar b for C += b, of type uint64_t
uint64_t bwork = (*((uint64_t *) p_bwork)) ;
#include "GB_dense_subassign_22_template.c"
return (GrB_SUCCESS) ;
}
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// C = A*D, column scale with diagonal D matrix
//------------------------------------------------------------------------------
GrB_Info GB (_AxD__min_uint64)
(
GrB_Matrix C,
const GrB_Matrix A,
const GrB_Matrix D,
const int64_t *A_ek_slicing, const int A_ntasks, const int A_nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
uint64_t *restrict Cx = (uint64_t *) C->x ;
#include "GB_AxB_colscale_template.c"
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// C = D*B, row scale with diagonal D matrix
//------------------------------------------------------------------------------
GrB_Info GB (_DxB__min_uint64)
(
GrB_Matrix C,
const GrB_Matrix D,
const GrB_Matrix B,
int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
uint64_t *restrict Cx = (uint64_t *) C->x ;
#include "GB_AxB_rowscale_template.c"
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// eWiseAdd: C=A+B, C<M>=A+B, C<!M>=A+B
//------------------------------------------------------------------------------
GrB_Info GB (_AaddB__min_uint64)
(
GrB_Matrix C,
const int C_sparsity,
const GrB_Matrix M,
const bool Mask_struct,
const bool Mask_comp,
const GrB_Matrix A,
const GrB_Matrix B,
const bool is_eWiseUnion,
const GB_void *alpha_scalar_in,
const GB_void *beta_scalar_in,
const bool Ch_is_Mh,
const int64_t *restrict C_to_M,
const int64_t *restrict C_to_A,
const int64_t *restrict C_to_B,
const GB_task_struct *restrict TaskList,
const int C_ntasks,
const int C_nthreads,
GB_Context Context
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
GB_WERK_DECLARE (M_ek_slicing, int64_t) ;
GB_WERK_DECLARE (A_ek_slicing, int64_t) ;
GB_WERK_DECLARE (B_ek_slicing, int64_t) ;
uint64_t alpha_scalar ;
uint64_t beta_scalar ;
if (is_eWiseUnion)
{
alpha_scalar = (*((uint64_t *) alpha_scalar_in)) ;
beta_scalar = (*((uint64_t *) beta_scalar_in )) ;
}
#include "GB_add_template.c"
GB_FREE_WORKSPACE ;
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// eWiseMult: C=A.*B, C<M>=A.*B, or C<M!>=A.*B where C is sparse/hyper
//------------------------------------------------------------------------------
GrB_Info GB (_AemultB_08__min_uint64)
(
GrB_Matrix C,
const int C_sparsity,
const int ewise_method,
const GrB_Matrix M,
const bool Mask_struct,
const bool Mask_comp,
const GrB_Matrix A,
const GrB_Matrix B,
const int64_t *restrict C_to_M,
const int64_t *restrict C_to_A,
const int64_t *restrict C_to_B,
const GB_task_struct *restrict TaskList,
const int C_ntasks,
const int C_nthreads,
GB_Context Context
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
#include "GB_emult_08_meta.c"
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// eWiseMult: C<#> = A.*B when A is sparse/hyper and B is bitmap/full
//------------------------------------------------------------------------------
GrB_Info GB (_AemultB_02__min_uint64)
(
GrB_Matrix C,
const GrB_Matrix M,
const bool Mask_struct,
const bool Mask_comp,
const GrB_Matrix A,
const GrB_Matrix B,
const bool flipxy,
const int64_t *restrict Cp_kfirst,
const int64_t *A_ek_slicing, const int A_ntasks, const int A_nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
#if GB_BINOP_FLIP
// The operator is not commutative, and does not have a flipped
// variant. For example z=atan2(y,x).
if (flipxy)
{
// use fmult(y,x)
#undef GB_FLIPPED
#define GB_FLIPPED 1
#include "GB_emult_02_template.c"
}
else
{
// use fmult(x,y)
#undef GB_FLIPPED
#define GB_FLIPPED 0
#include "GB_emult_02_template.c"
}
#else
// No need to handle the flip: the operator is either commutative, or
// has been handled by changing z=div(y,x) to z=rdiv(x,y) for example.
#undef GB_FLIPPED
#define GB_FLIPPED 0
#include "GB_emult_02_template.c"
#endif
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// eWiseMult: C<M> = A.*B, M sparse/hyper, A and B bitmap/full
//------------------------------------------------------------------------------
GrB_Info GB (_AemultB_04__min_uint64)
(
GrB_Matrix C,
const GrB_Matrix M,
const bool Mask_struct,
const GrB_Matrix A,
const GrB_Matrix B,
const int64_t *restrict Cp_kfirst,
const int64_t *M_ek_slicing, const int M_ntasks, const int M_nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
#include "GB_emult_04_template.c"
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// eWiseMult: C=A.*B, C<M>=A.*B, C<!M>=A.*B where C is bitmap
//------------------------------------------------------------------------------
GrB_Info GB (_AemultB_bitmap__min_uint64)
(
GrB_Matrix C,
const int ewise_method,
const GrB_Matrix M,
const bool Mask_struct,
const bool Mask_comp,
const GrB_Matrix A,
const GrB_Matrix B,
const int64_t *M_ek_slicing, const int M_ntasks, const int M_nthreads,
const int C_nthreads,
GB_Context Context
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
#include "GB_bitmap_emult_template.c"
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// Cx = op (x,Bx): apply a binary operator to a matrix with scalar bind1st
//------------------------------------------------------------------------------
GrB_Info GB (_bind1st__min_uint64)
(
GB_void *Cx_output, // Cx and Bx may be aliased
const GB_void *x_input,
const GB_void *Bx_input,
const int8_t *restrict Bb,
int64_t bnz,
int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
uint64_t *Cx = (uint64_t *) Cx_output ;
uint64_t x = (*((uint64_t *) x_input)) ;
uint64_t *Bx = (uint64_t *) Bx_input ;
int64_t p ;
#pragma omp parallel for num_threads(nthreads) schedule(static)
for (p = 0 ; p < bnz ; p++)
{
if (!GBB (Bb, p)) continue ;
uint64_t bij = GBX (Bx, p, false) ;
Cx [p] = GB_IMIN (x, bij) ;
}
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// Cx = op (Ax,y): apply a binary operator to a matrix with scalar bind2nd
//------------------------------------------------------------------------------
GrB_Info GB (_bind2nd__min_uint64)
(
GB_void *Cx_output, // Cx and Ax may be aliased
const GB_void *Ax_input,
const GB_void *y_input,
const int8_t *restrict Ab,
int64_t anz,
int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
int64_t p ;
uint64_t *Cx = (uint64_t *) Cx_output ;
uint64_t *Ax = (uint64_t *) Ax_input ;
uint64_t y = (*((uint64_t *) y_input)) ;
#pragma omp parallel for num_threads(nthreads) schedule(static)
for (p = 0 ; p < anz ; p++)
{
if (!GBB (Ab, p)) continue ;
uint64_t aij = GBX (Ax, p, false) ;
Cx [p] = GB_IMIN (aij, y) ;
}
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// C = op (x, A'): transpose and apply a binary operator
//------------------------------------------------------------------------------
// cij = op (x, aij), no typecasting (in spite of the macro name)
#undef GB_CAST_OP
#define GB_CAST_OP(pC,pA) \
{ \
uint64_t aij = GBX (Ax, pA, false) ; \
Cx [pC] = GB_IMIN (x, aij) ; \
}
GrB_Info GB (_bind1st_tran__min_uint64)
(
GrB_Matrix C,
const GB_void *x_input,
const GrB_Matrix A,
int64_t *restrict *Workspaces,
const int64_t *restrict A_slice,
int nworkspaces,
int nthreads
)
{
// GB_unop_transpose.c uses GB_ATYPE, but A is
// the 2nd input to binary operator z=f(x,y).
#undef GB_ATYPE
#define GB_ATYPE \
uint64_t
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
uint64_t x = (*((const uint64_t *) x_input)) ;
#include "GB_unop_transpose.c"
return (GrB_SUCCESS) ;
#endif
#undef GB_ATYPE
#define GB_ATYPE \
uint64_t
}
//------------------------------------------------------------------------------
// C = op (A', y): transpose and apply a binary operator
//------------------------------------------------------------------------------
// cij = op (aij, y), no typecasting (in spite of the macro name)
#undef GB_CAST_OP
#define GB_CAST_OP(pC,pA) \
{ \
uint64_t aij = GBX (Ax, pA, false) ; \
Cx [pC] = GB_IMIN (aij, y) ; \
}
GrB_Info GB (_bind2nd_tran__min_uint64)
(
GrB_Matrix C,
const GrB_Matrix A,
const GB_void *y_input,
int64_t *restrict *Workspaces,
const int64_t *restrict A_slice,
int nworkspaces,
int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
uint64_t y = (*((const uint64_t *) y_input)) ;
#include "GB_unop_transpose.c"
return (GrB_SUCCESS) ;
#endif
}
#endif
|
GB_binop__isne_int32.c | //------------------------------------------------------------------------------
// GB_binop: hard-coded functions for each built-in binary operator
//------------------------------------------------------------------------------
// SuiteSparse:GraphBLAS, Timothy A. Davis, (c) 2017-2021, All Rights Reserved.
// SPDX-License-Identifier: Apache-2.0
//------------------------------------------------------------------------------
// If this file is in the Generated/ folder, do not edit it (auto-generated).
#include "GB.h"
#ifndef GBCOMPACT
#include "GB_control.h"
#include "GB_ek_slice.h"
#include "GB_dense.h"
#include "GB_atomics.h"
#include "GB_bitmap_assign_methods.h"
#include "GB_binop__include.h"
// C=binop(A,B) is defined by the following types and operators:
// A+B function (eWiseAdd): GB_AaddB__isne_int32
// A.*B function (eWiseMult): GB_AemultB__isne_int32
// A*D function (colscale): GB_AxD__isne_int32
// D*A function (rowscale): GB_DxB__isne_int32
// C+=B function (dense accum): GB_Cdense_accumB__isne_int32
// C+=b function (dense accum): GB_Cdense_accumb__isne_int32
// C+=A+B function (dense ewise3): (none)
// C=A+B function (dense ewise3): GB_Cdense_ewise3_noaccum__isne_int32
// C=scalar+B GB_bind1st__isne_int32
// C=scalar+B' GB_bind1st_tran__isne_int32
// C=A+scalar GB_bind2nd__isne_int32
// C=A'+scalar GB_bind2nd_tran__isne_int32
// C type: int32_t
// A type: int32_t
// B,b type: int32_t
// BinaryOp: cij = (aij != bij)
#define GB_ATYPE \
int32_t
#define GB_BTYPE \
int32_t
#define GB_CTYPE \
int32_t
// true if the types of A and B are identical
#define GB_ATYPE_IS_BTYPE \
1
// true if the types of C and A are identical
#define GB_CTYPE_IS_ATYPE \
1
// true if the types of C and B are identical
#define GB_CTYPE_IS_BTYPE \
1
// aij = Ax [pA]
#define GB_GETA(aij,Ax,pA) \
int32_t aij = Ax [pA]
// bij = Bx [pB]
#define GB_GETB(bij,Bx,pB) \
int32_t bij = Bx [pB]
// declare scalar of the same type as C
#define GB_CTYPE_SCALAR(t) \
int32_t t
// cij = Ax [pA]
#define GB_COPY_A_TO_C(cij,Ax,pA) \
cij = Ax [pA]
// cij = Bx [pB]
#define GB_COPY_B_TO_C(cij,Bx,pB) \
cij = Bx [pB]
#define GB_CX(p) Cx [p]
// binary operator
#define GB_BINOP(z, x, y, i, j) \
z = (x != y) ;
// op is second
#define GB_OP_IS_SECOND \
0
// op is plus_fp32 or plus_fp64
#define GB_OP_IS_PLUS_REAL \
0
// op is minus_fp32 or minus_fp64
#define GB_OP_IS_MINUS_REAL \
0
// GB_cblas_*axpy gateway routine, if it exists for this operator and type:
#define GB_CBLAS_AXPY \
(none)
// do the numerical phases of GB_add and GB_emult
#define GB_PHASE_2_OF_2
// hard-coded loops can be vectorized
#define GB_PRAGMA_SIMD_VECTORIZE GB_PRAGMA_SIMD
// disable this operator and use the generic case if these conditions hold
#define GB_DISABLE \
(GxB_NO_ISNE || GxB_NO_INT32 || GxB_NO_ISNE_INT32)
//------------------------------------------------------------------------------
// C += A+B, all 3 matrices dense
//------------------------------------------------------------------------------
#if 0
// The op must be MIN, MAX, PLUS, MINUS, RMINUS, TIMES, DIV, or RDIV.
void (none)
(
GrB_Matrix C,
const GrB_Matrix A,
const GrB_Matrix B,
const int nthreads
)
{
#include "GB_dense_ewise3_accum_template.c"
}
#endif
//------------------------------------------------------------------------------
// C = A+B, all 3 matrices dense
//------------------------------------------------------------------------------
GrB_Info GB_Cdense_ewise3_noaccum__isne_int32
(
GrB_Matrix C,
const GrB_Matrix A,
const GrB_Matrix B,
const int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
#include "GB_dense_ewise3_noaccum_template.c"
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// C += B, accumulate a sparse matrix into a dense matrix
//------------------------------------------------------------------------------
GrB_Info GB_Cdense_accumB__isne_int32
(
GrB_Matrix C,
const GrB_Matrix B,
const int64_t *GB_RESTRICT kfirst_slice,
const int64_t *GB_RESTRICT klast_slice,
const int64_t *GB_RESTRICT pstart_slice,
const int ntasks,
const int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
{
#include "GB_dense_subassign_23_template.c"
}
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// C += b, accumulate a scalar into a dense matrix
//------------------------------------------------------------------------------
GrB_Info GB_Cdense_accumb__isne_int32
(
GrB_Matrix C,
const GB_void *p_bwork,
const int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
{
// get the scalar b for C += b, of type int32_t
int32_t bwork = (*((int32_t *) p_bwork)) ;
#include "GB_dense_subassign_22_template.c"
return (GrB_SUCCESS) ;
}
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// C = A*D, column scale with diagonal D matrix
//------------------------------------------------------------------------------
GrB_Info GB_AxD__isne_int32
(
GrB_Matrix C,
const GrB_Matrix A, bool A_is_pattern,
const GrB_Matrix D, bool D_is_pattern,
const int64_t *GB_RESTRICT kfirst_slice,
const int64_t *GB_RESTRICT klast_slice,
const int64_t *GB_RESTRICT pstart_slice,
const int ntasks,
const int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
int32_t *GB_RESTRICT Cx = (int32_t *) C->x ;
#include "GB_AxB_colscale_meta.c"
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// C = D*B, row scale with diagonal D matrix
//------------------------------------------------------------------------------
GrB_Info GB_DxB__isne_int32
(
GrB_Matrix C,
const GrB_Matrix D, bool D_is_pattern,
const GrB_Matrix B, bool B_is_pattern,
int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
int32_t *GB_RESTRICT Cx = (int32_t *) C->x ;
#include "GB_AxB_rowscale_meta.c"
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// eWiseAdd: C = A+B or C<M> = A+B
//------------------------------------------------------------------------------
#undef GB_FREE_ALL
#define GB_FREE_ALL \
{ \
GB_ek_slice_free (&pstart_Mslice, &kfirst_Mslice, &klast_Mslice) ; \
GB_ek_slice_free (&pstart_Aslice, &kfirst_Aslice, &klast_Aslice) ; \
GB_ek_slice_free (&pstart_Bslice, &kfirst_Bslice, &klast_Bslice) ; \
}
GrB_Info GB_AaddB__isne_int32
(
GrB_Matrix C,
const int C_sparsity,
const GrB_Matrix M,
const bool Mask_struct,
const bool Mask_comp,
const GrB_Matrix A,
const GrB_Matrix B,
const bool Ch_is_Mh,
const int64_t *GB_RESTRICT C_to_M,
const int64_t *GB_RESTRICT C_to_A,
const int64_t *GB_RESTRICT C_to_B,
const GB_task_struct *GB_RESTRICT TaskList,
const int C_ntasks,
const int C_nthreads,
GB_Context Context
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
int64_t *pstart_Mslice = NULL, *kfirst_Mslice = NULL, *klast_Mslice = NULL ;
int64_t *pstart_Aslice = NULL, *kfirst_Aslice = NULL, *klast_Aslice = NULL ;
int64_t *pstart_Bslice = NULL, *kfirst_Bslice = NULL, *klast_Bslice = NULL ;
#include "GB_add_template.c"
GB_FREE_ALL ;
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// eWiseMult: C = A.*B or C<M> = A.*B
//------------------------------------------------------------------------------
GrB_Info GB_AemultB__isne_int32
(
GrB_Matrix C,
const int C_sparsity,
const GrB_Matrix M,
const bool Mask_struct,
const bool Mask_comp,
const GrB_Matrix A,
const GrB_Matrix B,
const int64_t *GB_RESTRICT C_to_M,
const int64_t *GB_RESTRICT C_to_A,
const int64_t *GB_RESTRICT C_to_B,
const GB_task_struct *GB_RESTRICT TaskList,
const int C_ntasks,
const int C_nthreads,
GB_Context Context
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
int64_t *pstart_Mslice = NULL, *kfirst_Mslice = NULL, *klast_Mslice = NULL ;
int64_t *pstart_Aslice = NULL, *kfirst_Aslice = NULL, *klast_Aslice = NULL ;
int64_t *pstart_Bslice = NULL, *kfirst_Bslice = NULL, *klast_Bslice = NULL ;
#include "GB_emult_template.c"
GB_FREE_ALL ;
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// Cx = op (x,Bx): apply a binary operator to a matrix with scalar bind1st
//------------------------------------------------------------------------------
GrB_Info GB_bind1st__isne_int32
(
GB_void *Cx_output, // Cx and Bx may be aliased
const GB_void *x_input,
const GB_void *Bx_input,
const int8_t *GB_RESTRICT Bb,
int64_t anz,
int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
int32_t *Cx = (int32_t *) Cx_output ;
int32_t x = (*((int32_t *) x_input)) ;
int32_t *Bx = (int32_t *) Bx_input ;
int64_t p ;
#pragma omp parallel for num_threads(nthreads) schedule(static)
for (p = 0 ; p < anz ; p++)
{
if (!GBB (Bb, p)) continue ;
int32_t bij = Bx [p] ;
Cx [p] = (x != bij) ;
}
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// Cx = op (Ax,y): apply a binary operator to a matrix with scalar bind2nd
//------------------------------------------------------------------------------
GrB_Info GB_bind2nd__isne_int32
(
GB_void *Cx_output, // Cx and Ax may be aliased
const GB_void *Ax_input,
const GB_void *y_input,
const int8_t *GB_RESTRICT Ab,
int64_t anz,
int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
int64_t p ;
int32_t *Cx = (int32_t *) Cx_output ;
int32_t *Ax = (int32_t *) Ax_input ;
int32_t y = (*((int32_t *) y_input)) ;
#pragma omp parallel for num_threads(nthreads) schedule(static)
for (p = 0 ; p < anz ; p++)
{
if (!GBB (Ab, p)) continue ;
int32_t aij = Ax [p] ;
Cx [p] = (aij != y) ;
}
return (GrB_SUCCESS) ;
#endif
}
//------------------------------------------------------------------------------
// C = op (x, A'): transpose and apply a binary operator
//------------------------------------------------------------------------------
// cij = op (x, aij), no typecasting (in spite of the macro name)
#undef GB_CAST_OP
#define GB_CAST_OP(pC,pA) \
{ \
int32_t aij = Ax [pA] ; \
Cx [pC] = (x != aij) ; \
}
GrB_Info GB_bind1st_tran__isne_int32
(
GrB_Matrix C,
const GB_void *x_input,
const GrB_Matrix A,
int64_t *GB_RESTRICT *Workspaces,
const int64_t *GB_RESTRICT A_slice,
int nworkspaces,
int nthreads
)
{
// GB_unop_transpose.c uses GB_ATYPE, but A is
// the 2nd input to binary operator z=f(x,y).
#undef GB_ATYPE
#define GB_ATYPE \
int32_t
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
int32_t x = (*((const int32_t *) x_input)) ;
#include "GB_unop_transpose.c"
return (GrB_SUCCESS) ;
#endif
#undef GB_ATYPE
#define GB_ATYPE \
int32_t
}
//------------------------------------------------------------------------------
// C = op (A', y): transpose and apply a binary operator
//------------------------------------------------------------------------------
// cij = op (aij, y), no typecasting (in spite of the macro name)
#undef GB_CAST_OP
#define GB_CAST_OP(pC,pA) \
{ \
int32_t aij = Ax [pA] ; \
Cx [pC] = (aij != y) ; \
}
GrB_Info GB_bind2nd_tran__isne_int32
(
GrB_Matrix C,
const GrB_Matrix A,
const GB_void *y_input,
int64_t *GB_RESTRICT *Workspaces,
const int64_t *GB_RESTRICT A_slice,
int nworkspaces,
int nthreads
)
{
#if GB_DISABLE
return (GrB_NO_VALUE) ;
#else
int32_t y = (*((const int32_t *) y_input)) ;
#include "GB_unop_transpose.c"
return (GrB_SUCCESS) ;
#endif
}
#endif
|
rose_foo.c | #if 1
#include "omp.h"
void foo1(double o1[],double c[],int len)
{
int i;
#pragma omp parallel for private (i) firstprivate (len)
for (i = 0; i <= len - 1; i += 1) {
double volnew_o8 = 0.5 * c[i];
o1[i] = volnew_o8;
}
}
#endif
#if 1
void goo(double *o1,double *o2,double *a,double *b,double *c,int **idx,int len)
{
int i;
for (i = 0; i <= len - 1; i += 1) {
int ii;
const int *lidx = idx[i];
double volnew_o8 = 0.5 * c[i];
double volold_o8 = 0.5 * a[i] * b[i];
#pragma omp parallel for private (ii) firstprivate (volnew_o8,volold_o8)
for (ii = 0; ii <= 5; ii += 1) {
int llidx = lidx[ii];
o1[lidx[ii]] += volnew_o8;
o2[lidx[ii]] += volold_o8;
}
}
}
#endif
|
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