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gaoqiong
composable_kernel
Commits
7316bd15
Commit
7316bd15
authored
Oct 05, 2023
by
Adam Osewski
Browse files
Add more functionality to work scheduler.
parent
70974baf
Changes
1
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19 deletions
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-19
include/ck/utility/work_scheduling.hpp
include/ck/utility/work_scheduling.hpp
+78
-19
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include/ck/utility/work_scheduling.hpp
View file @
7316bd15
...
@@ -42,6 +42,11 @@ class StridedReductionTileLoop
...
@@ -42,6 +42,11 @@ class StridedReductionTileLoop
{
{
}
}
__device__
bool
HasTile
()
const
{
return
tile_id_
<
tile_count_
&&
block_tile_idx_
<
tiles_per_block_
;
}
__device__
bool
GetNextTile
()
__device__
bool
GetNextTile
()
{
{
tile_id_
++
;
tile_id_
++
;
...
@@ -53,45 +58,99 @@ class StridedReductionTileLoop
...
@@ -53,45 +58,99 @@ class StridedReductionTileLoop
/// @brief Calculate this workgroup flag index.
/// @brief Calculate this workgroup flag index.
///
///
/// @note Note this scheduler intentionaly does not have flag index as its member, since
/// @note Note this scheduler intentionaly does not have flag index as its member, since
/// the number of `
dim
_tiles` may change when iterating (ie. in grouped gemm,
/// the number of `
k
_tiles` may change when iterating (ie. in grouped gemm,
/// different groups may have different `
dim
_tiles` in K dimension).
/// different groups may have different `
k
_tiles` in K dimension).
///
///
/// @param[in] dim_tiles The number of data tiles in the reduced dimension.
/// @param[in] k_tiles The number of data tiles in the reduced dimension.
/// @param[in] output_tile_idx The output (MN) tile index.
/// @param[in] output_tile_idx The output (MN) tile index (of current GEMM).
/// @param[in] output_tile_idx_offset The output tile index offset.
///
///
/// @return The workgroup flag index.
/// @return The workgroup flag index.
///
///
__device__
index_t
GetWorkgroupFlagIdx
(
index_t
dim_tiles
,
index_t
output_tile_idx
)
const
__device__
index_t
GetWorkgroupFlagIdx
(
index_t
k_tiles
,
index_t
output_tile_idx
,
index_t
output_tile_idx_offset
)
const
{
{
// This is the number of MN-output tiles which we cover with workgroups.
// This is the number of MN-output tiles which we cover with workgroups.
// We launch
dim
_tiles (k_batch) / tiles_per_block workgroups for each output tile.
// We launch
k
_tiles (k_batch) / tiles_per_block workgroups for each output tile.
const
index_t
flag_count
=
(
get_grid_size
()
*
tiles_per_block_
+
dim
_tiles
-
1
)
/
dim
_tiles
;
const
index_t
flag_count
=
(
get_grid_size
()
*
tiles_per_block_
+
k
_tiles
-
1
)
/
k
_tiles
;
return
output_tile_idx
%
flag_count
;
return
(
output_tile_idx
+
output_tile_idx_offset
)
%
flag_count
;
}
}
///
///
/// @brief Flag each workgroup that has finished its work.
/// @brief Flag each workgroup that has finished its work.
///
///
/// @param[in] dim_tiles The number of tiles in the reduced dimension.
/// @param[in] k_tiles The number of tiles in the reduced dimension.
/// @param[in] output_tile_idx The output (MN) tile index
/// @param[in] output_tile_idx The output (MN) tile index
/// @param[in] output_tile_idx_offset The output tile index offset
///
__device__
void
FlagFinished
(
index_t
k_tiles
,
index_t
output_tile_idx
,
index_t
output_tile_idx_offset
)
{
finished_block_flags_
.
inc
(
GetWorkgroupFlagIdx
(
k_tiles
,
output_tile_idx
,
output_tile_idx_offset
));
}
///
/// @brief Wait until each workgroup has finished its work.
///
/// @param[in] k_tiles The number of tiles in the reduced dimension.
/// @param[in] output_tile_idx The output (MN) tile index
/// @param[in] output_tile_idx_offset The output tile index offset
///
///
__device__
void
FlagFinished
(
index_t
dim_tiles
,
index_t
output_tile_idx
)
__device__
void
WaitForNeighbours
(
index_t
k_tiles
,
index_t
output_tile_idx
,
index_t
output_tile_idx_offset
)
{
{
finished_block_flags_
.
inc
(
GetWorkgroupFlagIdx
(
dim_tiles
,
output_tile_idx
));
// Wait untill all workgroups finish
const
index_t
workgroups_per_dim
=
(
k_tiles
+
tiles_per_block_
-
1
)
/
tiles_per_block_
;
// We use < because for some cases we may have +1 more workgroups per dim.
// Ie when k_tiles = 5, tiles_per_block = 3.
finished_block_flags_
.
wait_lt
(
GetWorkgroupFlagIdx
(
k_tiles
,
output_tile_idx
,
output_tile_idx_offset
),
workgroups_per_dim
);
}
}
///
///
/// @brief Wait until each workgroup has finished its work.
/// @brief Wait until each workgroup has finished its work.
///
///
/// @param[in] dim_tiles The number of tiles in the reduced dimension.
/// @param[in] k_tiles The number of tiles in the reduced dimension.
/// @param[in] output_tile_idx The output (MN) tile index
/// @param[in] output_tile_idx The output (MN) tile index
/// @param[in] output_tile_idx_offset The output tile index offset
///
__device__
void
WaitForReduction
(
index_t
k_tiles
,
index_t
output_tile_idx
,
index_t
output_tile_idx_offset
)
{
// Wait untill the counter has been reset.
finished_block_flags_
.
wait_eq
(
GetWorkgroupFlagIdx
(
k_tiles
,
output_tile_idx
,
output_tile_idx_offset
),
0
);
}
///
/// @brief Reset flag counter to zero.
///
/// @param[in] k_tiles The number of tiles in the reduced dimension.
/// @param[in] output_tile_idx The output (MN) tile index.
/// @param[in] output_tile_idx_offset The output tile index offset.
///
__device__
void
Reset
(
index_t
k_tiles
,
index_t
output_tile_idx
,
index_t
output_tile_idx_offset
)
{
finished_block_flags_
.
reset
(
GetWorkgroupFlagIdx
(
k_tiles
,
output_tile_idx
,
output_tile_idx_offset
));
}
///
/// @brief Gets the flag value.
///
/// @param[in] k_tiles The number of tiles in the reduced dimension.
/// @param[in] output_tile_idx The output (MN) tile index.
/// @param[in] output_tile_idx_offset The output tile index offset.
///
///
__device__
void
WaitForNeighbours
(
index_t
dim_tiles
,
index_t
output_tile_idx
)
__device__
index_t
GetFlagValue
(
index_t
k_tiles
,
index_t
output_tile_idx
,
index_t
output_tile_idx_offset
)
const
{
{
// Wait untill all workgroups finish and reset counter.
return
static_cast
<
index_t
>
(
finished_block_flags_
.
ld
(
const
index_t
workgroups_per_dim
=
(
dim_tiles
+
tiles_per_block_
-
1
)
/
tiles_per_block_
;
GetWorkgroupFlagIdx
(
k_tiles
,
output_tile_idx
,
output_tile_idx_offset
)));
finished_block_flags_
.
wait_set
(
GetWorkgroupFlagIdx
(
dim_tiles
,
output_tile_idx
),
workgroups_per_dim
,
0
);
}
}
const
index_t
tile_count_
;
const
index_t
tile_count_
;
...
...
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