70af64121b
Change-Id: Ie54046feef3baba857a7068972ec1fc0a60c2df9
511 lines
19 KiB
C++
511 lines
19 KiB
C++
/*
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Copyright (c) 2015 - present Advanced Micro Devices, Inc. All rights reserved.
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Permission is hereby granted, free of charge, to any person obtaining a copy
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of this software and associated documentation files (the "Software"), to deal
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in the Software without restriction, including without limitation the rights
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to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
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copies of the Software, and to permit persons to whom the Software is
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furnished to do so, subject to the following conditions:
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The above copyright notice and this permission notice shall be included in
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all copies or substantial portions of the Software.
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
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THE SOFTWARE.
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*/
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/**
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* @file amd_detail/hip_cooperative_groups.h
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*
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* @brief Device side implementation of `Cooperative Group` feature.
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*
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* Defines new types and device API wrappers related to `Cooperative Group`
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* feature, which the programmer can directly use in his kernel(s) in order to
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* make use of this feature.
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*/
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#ifndef HIP_INCLUDE_HIP_AMD_DETAIL_HIP_COOPERATIVE_GROUPS_H
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#define HIP_INCLUDE_HIP_AMD_DETAIL_HIP_COOPERATIVE_GROUPS_H
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#if __cplusplus
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#include <hip/amd_detail/hip_cooperative_groups_helper.h>
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namespace cooperative_groups {
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/** \brief The base type of all cooperative group types
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*
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* \details Holds the key properties of a constructed cooperative group types
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* object, like the group type, its size, etc
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*/
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class thread_group {
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protected:
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uint32_t _type; // thread_group type
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uint32_t _size; // total number of threads in the tread_group
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uint64_t _mask; // Lanemask for coalesced and tiled partitioned group types,
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// LSB represents lane 0, and MSB represents lane 63
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// Construct a thread group, and set thread group type and other essential
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// thread group properties. This generic thread group is directly constructed
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// only when the group is supposed to contain only the calling the thread
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// (throurh the API - `this_thread()`), and in all other cases, this thread
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// group object is a sub-object of some other derived thread group object
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__CG_QUALIFIER__ thread_group(internal::group_type type, uint32_t size,
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uint64_t mask = (uint64_t)0) {
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_type = type;
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_size = size;
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_mask = mask;
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}
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struct _tiled_info {
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bool is_tiled;
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unsigned int size;
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} tiled_info;
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friend __CG_QUALIFIER__ thread_group tiled_partition(const thread_group& parent,
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unsigned int tile_size);
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friend class thread_block;
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public:
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// Total number of threads in the thread group, and this serves the purpose
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// for all derived cooperative group types since their `size` is directly
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// saved during the construction
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__CG_QUALIFIER__ uint32_t size() const { return _size; }
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__CG_QUALIFIER__ unsigned int cg_type() const { return _type; }
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// Rank of the calling thread within [0, size())
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__CG_QUALIFIER__ uint32_t thread_rank() const;
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// Is this cooperative group type valid?
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__CG_QUALIFIER__ bool is_valid() const;
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// synchronize the threads in the thread group
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__CG_QUALIFIER__ void sync() const;
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};
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/** \brief The multi-grid cooperative group type
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*
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* \details Represents an inter-device cooperative group type where the
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* participating threads within the group spans across multple
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* devices, running the (same) kernel on these devices
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*/
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class multi_grid_group : public thread_group {
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// Only these friend functions are allowed to construct an object of this class
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// and access its resources
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friend __CG_QUALIFIER__ multi_grid_group this_multi_grid();
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protected:
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// Construct mutli-grid thread group (through the API this_multi_grid())
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explicit __CG_QUALIFIER__ multi_grid_group(uint32_t size)
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: thread_group(internal::cg_multi_grid, size) {}
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public:
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// Number of invocations participating in this multi-grid group. In other
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// words, the number of GPUs
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__CG_QUALIFIER__ uint32_t num_grids() { return internal::multi_grid::num_grids(); }
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// Rank of this invocation. In other words, an ID number within the range
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// [0, num_grids()) of the GPU, this kernel is running on
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__CG_QUALIFIER__ uint32_t grid_rank() { return internal::multi_grid::grid_rank(); }
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__CG_QUALIFIER__ uint32_t thread_rank() const { return internal::multi_grid::thread_rank(); }
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__CG_QUALIFIER__ bool is_valid() const { return internal::multi_grid::is_valid(); }
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__CG_QUALIFIER__ void sync() const { internal::multi_grid::sync(); }
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};
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/** \brief User exposed API interface to construct multi-grid cooperative
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* group type object - `multi_grid_group`
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*
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* \details User is not allowed to directly construct an object of type
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* `multi_grid_group`. Instead, he should construct it through this
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* API function
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*/
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__CG_QUALIFIER__ multi_grid_group this_multi_grid() {
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return multi_grid_group(internal::multi_grid::size());
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}
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/** \brief The grid cooperative group type
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*
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* \details Represents an inter-workgroup cooperative group type where the
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* participating threads within the group spans across multiple
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* workgroups running the (same) kernel on the same device
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*/
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class grid_group : public thread_group {
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// Only these friend functions are allowed to construct an object of this class
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// and access its resources
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friend __CG_QUALIFIER__ grid_group this_grid();
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protected:
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// Construct grid thread group (through the API this_grid())
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explicit __CG_QUALIFIER__ grid_group(uint32_t size) : thread_group(internal::cg_grid, size) {}
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public:
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__CG_QUALIFIER__ uint32_t thread_rank() const { return internal::grid::thread_rank(); }
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__CG_QUALIFIER__ bool is_valid() const { return internal::grid::is_valid(); }
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__CG_QUALIFIER__ void sync() const { internal::grid::sync(); }
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};
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/** \brief User exposed API interface to construct grid cooperative group type
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* object - `grid_group`
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*
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* \details User is not allowed to directly construct an object of type
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* `multi_grid_group`. Instead, he should construct it through this
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* API function
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*/
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__CG_QUALIFIER__ grid_group this_grid() { return grid_group(internal::grid::size()); }
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/** \brief The workgroup (thread-block in CUDA terminology) cooperative group
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* type
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*
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* \details Represents an intra-workgroup cooperative group type where the
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* participating threads within the group are exactly the same threads
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* which are participated in the currently executing `workgroup`
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*/
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class thread_block : public thread_group {
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// Only these friend functions are allowed to construct an object of thi
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// class and access its resources
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friend __CG_QUALIFIER__ thread_block this_thread_block();
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friend __CG_QUALIFIER__ thread_group tiled_partition(const thread_group& parent,
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unsigned int tile_size);
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friend __CG_QUALIFIER__ thread_group tiled_partition(const thread_block& parent,
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unsigned int tile_size);
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protected:
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// Construct a workgroup thread group (through the API this_thread_block())
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explicit __CG_QUALIFIER__ thread_block(uint32_t size)
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: thread_group(internal::cg_workgroup, size) {}
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__CG_QUALIFIER__ thread_group new_tiled_group(unsigned int tile_size) const {
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const bool pow2 = ((tile_size & (tile_size - 1)) == 0);
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// Invalid tile size, assert
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if (!tile_size || (tile_size > WAVEFRONT_SIZE) || !pow2) {
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assert(false && "invalid tile size");
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}
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thread_group tiledGroup = thread_group(internal::cg_tiled_group, tile_size);
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tiledGroup.tiled_info.size = tile_size;
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tiledGroup.tiled_info.is_tiled = true;
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return tiledGroup;
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}
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public:
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// 3-dimensional block index within the grid
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__CG_QUALIFIER__ dim3 group_index() { return internal::workgroup::group_index(); }
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// 3-dimensional thread index within the block
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__CG_QUALIFIER__ dim3 thread_index() { return internal::workgroup::thread_index(); }
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__CG_QUALIFIER__ uint32_t thread_rank() const { return internal::workgroup::thread_rank(); }
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__CG_QUALIFIER__ bool is_valid() const { return internal::workgroup::is_valid(); }
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__CG_QUALIFIER__ void sync() const { internal::workgroup::sync(); }
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};
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/** \brief User exposed API interface to construct workgroup cooperative
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* group type object - `thread_block`.
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*
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* \details User is not allowed to directly construct an object of type
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* `thread_block`. Instead, he should construct it through this API
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* function.
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*/
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__CG_QUALIFIER__ thread_block this_thread_block() {
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return thread_block(internal::workgroup::size());
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}
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/** \brief The tiled_group cooperative group type
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*
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* \details Represents one tiled thread group in a wavefront.
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* This group type also supports sub-wave level intrinsics.
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*/
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class tiled_group : public thread_group {
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private:
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friend __CG_QUALIFIER__ thread_group tiled_partition(const thread_group& parent,
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unsigned int tile_size);
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friend __CG_QUALIFIER__ tiled_group tiled_partition(const tiled_group& parent,
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unsigned int tile_size);
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__CG_QUALIFIER__ tiled_group new_tiled_group(unsigned int tile_size) const {
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const bool pow2 = ((tile_size & (tile_size - 1)) == 0);
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if (!tile_size || (tile_size > WAVEFRONT_SIZE) || !pow2) {
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assert(false && "invalid tile size");
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}
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if (size() <= tile_size) {
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return (*this);
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}
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tiled_group tiledGroup = tiled_group(tile_size);
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tiledGroup.tiled_info.is_tiled = true;
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return tiledGroup;
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}
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protected:
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explicit __CG_QUALIFIER__ tiled_group(unsigned int tileSize)
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: thread_group(internal::cg_tiled_group, tileSize) {
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tiled_info.size = tileSize;
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tiled_info.is_tiled = true;
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}
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public:
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__CG_QUALIFIER__ unsigned int size() const { return (tiled_info.size); }
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__CG_QUALIFIER__ unsigned int thread_rank() const {
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return (internal::workgroup::thread_rank() & (tiled_info.size - 1));
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}
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__CG_QUALIFIER__ void sync() const {
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// enforce memory ordering for memory instructions.
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__builtin_amdgcn_fence(__ATOMIC_ACQ_REL, "agent");
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}
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};
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/**
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* Implemenation of all publicly exposed base class APIs
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*/
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__CG_QUALIFIER__ uint32_t thread_group::thread_rank() const {
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switch (this->_type) {
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case internal::cg_multi_grid: {
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return (static_cast<const multi_grid_group*>(this)->thread_rank());
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}
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case internal::cg_grid: {
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return (static_cast<const grid_group*>(this)->thread_rank());
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}
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case internal::cg_workgroup: {
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return (static_cast<const thread_block*>(this)->thread_rank());
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}
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case internal::cg_tiled_group: {
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return (static_cast<const tiled_group*>(this)->thread_rank());
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}
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default: {
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assert(false && "invalid cooperative group type");
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return -1;
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}
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}
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}
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__CG_QUALIFIER__ bool thread_group::is_valid() const {
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switch (this->_type) {
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case internal::cg_multi_grid: {
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return (static_cast<const multi_grid_group*>(this)->is_valid());
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}
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case internal::cg_grid: {
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return (static_cast<const grid_group*>(this)->is_valid());
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}
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case internal::cg_workgroup: {
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return (static_cast<const thread_block*>(this)->is_valid());
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}
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case internal::cg_tiled_group: {
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return (static_cast<const tiled_group*>(this)->is_valid());
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}
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default: {
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assert(false && "invalid cooperative group type");
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return false;
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}
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}
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}
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__CG_QUALIFIER__ void thread_group::sync() const {
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switch (this->_type) {
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case internal::cg_multi_grid: {
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static_cast<const multi_grid_group*>(this)->sync();
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break;
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}
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case internal::cg_grid: {
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static_cast<const grid_group*>(this)->sync();
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break;
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}
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case internal::cg_workgroup: {
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static_cast<const thread_block*>(this)->sync();
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break;
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}
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case internal::cg_tiled_group: {
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static_cast<const tiled_group*>(this)->sync();
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break;
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}
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default: {
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assert(false && "invalid cooperative group type");
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}
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}
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}
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/**
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* Implemenation of publicly exposed `wrapper` APIs on top of basic cooperative
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* group type APIs
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*/
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template <class CGTy> __CG_QUALIFIER__ uint32_t group_size(CGTy const& g) { return g.size(); }
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template <class CGTy> __CG_QUALIFIER__ uint32_t thread_rank(CGTy const& g) {
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return g.thread_rank();
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}
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template <class CGTy> __CG_QUALIFIER__ bool is_valid(CGTy const& g) { return g.is_valid(); }
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template <class CGTy> __CG_QUALIFIER__ void sync(CGTy const& g) { g.sync(); }
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template <unsigned int tileSize> class tile_base {
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protected:
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_CG_STATIC_CONST_DECL_ unsigned int numThreads = tileSize;
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public:
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// Rank of the thread within this tile
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_CG_STATIC_CONST_DECL_ unsigned int thread_rank() {
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return (internal::workgroup::thread_rank() & (numThreads - 1));
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}
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// Number of threads within this tile
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__CG_STATIC_QUALIFIER__ unsigned int size() { return numThreads; }
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};
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template <unsigned int size> class thread_block_tile_base : public tile_base<size> {
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static_assert(is_valid_tile_size<size>::value,
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"Tile size is either not a power of 2 or greater than the wavefront size");
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using tile_base<size>::numThreads;
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public:
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__CG_STATIC_QUALIFIER__ void sync() {
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// enforce ordering for memory instructions
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__builtin_amdgcn_fence(__ATOMIC_ACQ_REL, "agent");
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}
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template <class T> __CG_QUALIFIER__ T shfl(T var, int srcRank) const {
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static_assert(is_valid_type<T>::value, "Neither an integer or float type.");
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return (__shfl(var, srcRank, numThreads));
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}
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template <class T> __CG_QUALIFIER__ T shfl_down(T var, unsigned int lane_delta) const {
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static_assert(is_valid_type<T>::value, "Neither an integer or float type.");
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return (__shfl_down(var, lane_delta, numThreads));
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}
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template <class T> __CG_QUALIFIER__ T shfl_up(T var, unsigned int lane_delta) const {
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static_assert(is_valid_type<T>::value, "Neither an integer or float type.");
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return (__shfl_up(var, lane_delta, numThreads));
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}
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template <class T> __CG_QUALIFIER__ T shfl_xor(T var, unsigned int laneMask) const {
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static_assert(is_valid_type<T>::value, "Neither an integer or float type.");
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return (__shfl_xor(var, laneMask, numThreads));
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}
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};
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/** \brief Group type - thread_block_tile
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*
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* \details Represents one tile of thread group.
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*/
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template <unsigned int tileSize, class ParentCGTy = void>
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class thread_block_tile_type : public thread_block_tile_base<tileSize>, public tiled_group {
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_CG_STATIC_CONST_DECL_ unsigned int numThreads = tileSize;
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friend class thread_block_tile_type<tileSize, ParentCGTy>;
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typedef thread_block_tile_base<numThreads> tbtBase;
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protected:
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__CG_QUALIFIER__ thread_block_tile_type() : tiled_group(numThreads) {
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tiled_info.size = numThreads;
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tiled_info.is_tiled = true;
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}
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public:
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using tbtBase::size;
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using tbtBase::sync;
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using tbtBase::thread_rank;
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};
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/** \brief User exposed API to partition groups.
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*
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* \details A collective operation that partitions the parent group into a one-dimensional,
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* row-major, tiling of subgroups.
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*/
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__CG_QUALIFIER__ thread_group tiled_partition(const thread_group& parent, unsigned int tile_size) {
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if (parent.cg_type() == internal::cg_tiled_group) {
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const tiled_group* cg = static_cast<const tiled_group*>(&parent);
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return cg->new_tiled_group(tile_size);
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} else {
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const thread_block* tb = static_cast<const thread_block*>(&parent);
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return tb->new_tiled_group(tile_size);
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}
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}
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// Thread block type overload
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__CG_QUALIFIER__ thread_group tiled_partition(const thread_block& parent, unsigned int tile_size) {
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return (parent.new_tiled_group(tile_size));
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}
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// Coalesced group type overload
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__CG_QUALIFIER__ tiled_group tiled_partition(const tiled_group& parent, unsigned int tile_size) {
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return (parent.new_tiled_group(tile_size));
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}
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template <unsigned int size, class ParentCGTy> class thread_block_tile;
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namespace impl {
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template <unsigned int size, class ParentCGTy> class thread_block_tile_internal;
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template <unsigned int size, class ParentCGTy>
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class thread_block_tile_internal : public thread_block_tile_type<size, ParentCGTy> {
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protected:
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template <unsigned int tbtSize, class tbtParentT>
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__CG_QUALIFIER__ thread_block_tile_internal(
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const thread_block_tile_internal<tbtSize, tbtParentT>& g)
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: thread_block_tile_type<size, ParentCGTy>() {}
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__CG_QUALIFIER__ thread_block_tile_internal(const thread_block& g)
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: thread_block_tile_type<size, ParentCGTy>() {}
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};
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} // namespace impl
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template <unsigned int size, class ParentCGTy>
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class thread_block_tile : public impl::thread_block_tile_internal<size, ParentCGTy> {
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protected:
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__CG_QUALIFIER__ thread_block_tile(const ParentCGTy& g)
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: impl::thread_block_tile_internal<size, ParentCGTy>(g) {}
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public:
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__CG_QUALIFIER__ operator thread_block_tile<size, void>() const {
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return thread_block_tile<size, void>(*this);
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}
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};
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template <unsigned int size>
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class thread_block_tile<size, void> : public impl::thread_block_tile_internal<size, void> {
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template <unsigned int, class ParentCGTy> friend class thread_block_tile;
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protected:
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public:
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template <class ParentCGTy>
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__CG_QUALIFIER__ thread_block_tile(const thread_block_tile<size, ParentCGTy>& g)
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: impl::thread_block_tile_internal<size, void>(g) {}
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};
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template <unsigned int size, class ParentCGTy = void> class thread_block_tile;
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namespace impl {
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template <unsigned int size, class ParentCGTy = void> struct tiled_partition_internal;
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template <unsigned int size>
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struct tiled_partition_internal<size, thread_block> : public thread_block_tile<size, thread_block> {
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__CG_QUALIFIER__ tiled_partition_internal(const thread_block& g)
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: thread_block_tile<size, thread_block>(g) {}
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};
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} // namespace impl
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/** \brief User exposed API to partition groups.
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*
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* \details This constructs a templated class derieved from thread_group.
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* The template defines tile size of the new thread group at compile time.
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*/
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template <unsigned int size, class ParentCGTy>
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__CG_QUALIFIER__ thread_block_tile<size, ParentCGTy> tiled_partition(const ParentCGTy& g) {
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static_assert(is_valid_tile_size<size>::value,
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"Tiled partition with size > wavefront size. Currently not supported ");
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return impl::tiled_partition_internal<size, ParentCGTy>(g);
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}
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} // namespace cooperative_groups
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#endif // __cplusplus
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#endif // HIP_INCLUDE_HIP_AMD_DETAIL_HIP_COOPERATIVE_GROUPS_H
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