{-# LANGUAGE OverloadedStrings #-}
{-# LANGUAGE QuasiQuotes #-}
{-# LANGUAGE TupleSections #-}
module Futhark.CodeGen.Backends.CCUDA
( compileProg,
GC.CParts (..),
GC.asLibrary,
GC.asExecutable,
GC.asServer,
)
where
import Control.Monad
import Data.Maybe (catMaybes)
import qualified Data.Text as T
import Futhark.CodeGen.Backends.CCUDA.Boilerplate
import Futhark.CodeGen.Backends.COpenCL.Boilerplate (commonOptions, sizeLoggingCode)
import qualified Futhark.CodeGen.Backends.GenericC as GC
import Futhark.CodeGen.Backends.GenericC.Options
import Futhark.CodeGen.Backends.SimpleRep (primStorageType, toStorage)
import Futhark.CodeGen.ImpCode.OpenCL
import qualified Futhark.CodeGen.ImpGen.CUDA as ImpGen
import Futhark.IR.GPUMem hiding
( CmpSizeLe,
GetSize,
GetSizeMax,
)
import Futhark.MonadFreshNames
import qualified Language.C.Quote.OpenCL as C
import NeatInterpolation (untrimming)
compileProg :: MonadFreshNames m => T.Text -> Prog GPUMem -> m (ImpGen.Warnings, GC.CParts)
compileProg :: Text -> Prog GPUMem -> m (Warnings, CParts)
compileProg Text
version Prog GPUMem
prog = do
(Warnings
ws, Program Text
cuda_code Text
cuda_prelude Map KernelName KernelSafety
kernels [PrimType]
_ Map KernelName SizeClass
sizes [FailureMsg]
failures Definitions OpenCL
prog') <-
Prog GPUMem -> m (Warnings, Program)
forall (m :: * -> *).
MonadFreshNames m =>
Prog GPUMem -> m (Warnings, Program)
ImpGen.compileProg Prog GPUMem
prog
let cost_centres :: [KernelName]
cost_centres =
[ KernelName
copyDevToDev,
KernelName
copyDevToHost,
KernelName
copyHostToDev,
KernelName
copyScalarToDev,
KernelName
copyScalarFromDev
]
extra :: CompilerM OpenCL () ()
extra =
Text
-> Text
-> [KernelName]
-> Map KernelName KernelSafety
-> Map KernelName SizeClass
-> [FailureMsg]
-> CompilerM OpenCL () ()
generateBoilerplate
Text
cuda_code
Text
cuda_prelude
[KernelName]
cost_centres
Map KernelName KernelSafety
kernels
Map KernelName SizeClass
sizes
[FailureMsg]
failures
(Warnings
ws,)
(CParts -> (Warnings, CParts)) -> m CParts -> m (Warnings, CParts)
forall (f :: * -> *) a b. Functor f => (a -> b) -> f a -> f b
<$> Text
-> Text
-> Operations OpenCL ()
-> CompilerM OpenCL () ()
-> Text
-> [Space]
-> [Option]
-> Definitions OpenCL
-> m CParts
forall (m :: * -> *) op.
MonadFreshNames m =>
Text
-> Text
-> Operations op ()
-> CompilerM op () ()
-> Text
-> [Space]
-> [Option]
-> Definitions op
-> m CParts
GC.compileProg
Text
"cuda"
Text
version
Operations OpenCL ()
operations
CompilerM OpenCL () ()
extra
Text
cuda_includes
[SpaceId -> Space
Space SpaceId
"device", Space
DefaultSpace]
[Option]
cliOptions
Definitions OpenCL
prog'
where
operations :: GC.Operations OpenCL ()
operations :: Operations OpenCL ()
operations =
Operations OpenCL ()
forall op s. Operations op s
GC.defaultOperations
{ opsWriteScalar :: WriteScalar OpenCL ()
GC.opsWriteScalar = WriteScalar OpenCL ()
writeCUDAScalar,
opsReadScalar :: ReadScalar OpenCL ()
GC.opsReadScalar = ReadScalar OpenCL ()
readCUDAScalar,
opsAllocate :: Allocate OpenCL ()
GC.opsAllocate = Allocate OpenCL ()
allocateCUDABuffer,
opsDeallocate :: Deallocate OpenCL ()
GC.opsDeallocate = Deallocate OpenCL ()
deallocateCUDABuffer,
opsCopy :: Copy OpenCL ()
GC.opsCopy = Copy OpenCL ()
copyCUDAMemory,
opsStaticArray :: StaticArray OpenCL ()
GC.opsStaticArray = StaticArray OpenCL ()
staticCUDAArray,
opsMemoryType :: MemoryType OpenCL ()
GC.opsMemoryType = MemoryType OpenCL ()
cudaMemoryType,
opsCompiler :: OpCompiler OpenCL ()
GC.opsCompiler = OpCompiler OpenCL ()
callKernel,
opsFatMemory :: Bool
GC.opsFatMemory = Bool
True,
opsCritical :: ([BlockItem], [BlockItem])
GC.opsCritical =
( [C.citems|CUDA_SUCCEED_FATAL(cuCtxPushCurrent(ctx->cuda.cu_ctx));|],
[C.citems|CUDA_SUCCEED_FATAL(cuCtxPopCurrent(&ctx->cuda.cu_ctx));|]
)
}
cuda_includes :: Text
cuda_includes =
[untrimming|
#include <cuda.h>
#include <cuda_runtime.h>
#include <nvrtc.h>
|]
cliOptions :: [Option]
cliOptions :: [Option]
cliOptions =
[Option]
commonOptions
[Option] -> [Option] -> [Option]
forall a. [a] -> [a] -> [a]
++ [ Option :: SpaceId -> Maybe Char -> OptionArgument -> SpaceId -> Stm -> Option
Option
{ optionLongName :: SpaceId
optionLongName = SpaceId
"dump-cuda",
optionShortName :: Maybe Char
optionShortName = Maybe Char
forall a. Maybe a
Nothing,
optionArgument :: OptionArgument
optionArgument = SpaceId -> OptionArgument
RequiredArgument SpaceId
"FILE",
optionDescription :: SpaceId
optionDescription = SpaceId
"Dump the embedded CUDA kernels to the indicated file.",
optionAction :: Stm
optionAction =
[C.cstm|{futhark_context_config_dump_program_to(cfg, optarg);
entry_point = NULL;}|]
},
Option :: SpaceId -> Maybe Char -> OptionArgument -> SpaceId -> Stm -> Option
Option
{ optionLongName :: SpaceId
optionLongName = SpaceId
"load-cuda",
optionShortName :: Maybe Char
optionShortName = Maybe Char
forall a. Maybe a
Nothing,
optionArgument :: OptionArgument
optionArgument = SpaceId -> OptionArgument
RequiredArgument SpaceId
"FILE",
optionDescription :: SpaceId
optionDescription = SpaceId
"Instead of using the embedded CUDA kernels, load them from the indicated file.",
optionAction :: Stm
optionAction = [C.cstm|futhark_context_config_load_program_from(cfg, optarg);|]
},
Option :: SpaceId -> Maybe Char -> OptionArgument -> SpaceId -> Stm -> Option
Option
{ optionLongName :: SpaceId
optionLongName = SpaceId
"dump-ptx",
optionShortName :: Maybe Char
optionShortName = Maybe Char
forall a. Maybe a
Nothing,
optionArgument :: OptionArgument
optionArgument = SpaceId -> OptionArgument
RequiredArgument SpaceId
"FILE",
optionDescription :: SpaceId
optionDescription = SpaceId
"Dump the PTX-compiled version of the embedded kernels to the indicated file.",
optionAction :: Stm
optionAction =
[C.cstm|{futhark_context_config_dump_ptx_to(cfg, optarg);
entry_point = NULL;}|]
},
Option :: SpaceId -> Maybe Char -> OptionArgument -> SpaceId -> Stm -> Option
Option
{ optionLongName :: SpaceId
optionLongName = SpaceId
"load-ptx",
optionShortName :: Maybe Char
optionShortName = Maybe Char
forall a. Maybe a
Nothing,
optionArgument :: OptionArgument
optionArgument = SpaceId -> OptionArgument
RequiredArgument SpaceId
"FILE",
optionDescription :: SpaceId
optionDescription = SpaceId
"Load PTX code from the indicated file.",
optionAction :: Stm
optionAction = [C.cstm|futhark_context_config_load_ptx_from(cfg, optarg);|]
},
Option :: SpaceId -> Maybe Char -> OptionArgument -> SpaceId -> Stm -> Option
Option
{ optionLongName :: SpaceId
optionLongName = SpaceId
"nvrtc-option",
optionShortName :: Maybe Char
optionShortName = Maybe Char
forall a. Maybe a
Nothing,
optionArgument :: OptionArgument
optionArgument = SpaceId -> OptionArgument
RequiredArgument SpaceId
"OPT",
optionDescription :: SpaceId
optionDescription = SpaceId
"Add an additional build option to the string passed to NVRTC.",
optionAction :: Stm
optionAction = [C.cstm|futhark_context_config_add_nvrtc_option(cfg, optarg);|]
},
Option :: SpaceId -> Maybe Char -> OptionArgument -> SpaceId -> Stm -> Option
Option
{ optionLongName :: SpaceId
optionLongName = SpaceId
"profile",
optionShortName :: Maybe Char
optionShortName = Char -> Maybe Char
forall a. a -> Maybe a
Just Char
'P',
optionArgument :: OptionArgument
optionArgument = OptionArgument
NoArgument,
optionDescription :: SpaceId
optionDescription = SpaceId
"Gather profiling data while executing and print out a summary at the end.",
optionAction :: Stm
optionAction = [C.cstm|futhark_context_config_set_profiling(cfg, 1);|]
}
]
writeCUDAScalar :: GC.WriteScalar OpenCL ()
writeCUDAScalar :: WriteScalar OpenCL ()
writeCUDAScalar Exp
mem Exp
idx Type
t SpaceId
"device" Volatility
_ Exp
val = do
VName
val' <- SpaceId -> CompilerM OpenCL () VName
forall (m :: * -> *). MonadFreshNames m => SpaceId -> m VName
newVName SpaceId
"write_tmp"
let ([BlockItem]
bef, [BlockItem]
aft) = KernelName -> ([BlockItem], [BlockItem])
profilingEnclosure KernelName
copyScalarToDev
BlockItem -> CompilerM OpenCL () ()
forall op s. BlockItem -> CompilerM op s ()
GC.item
[C.citem|{$ty:t $id:val' = $exp:val;
$items:bef
CUDA_SUCCEED_OR_RETURN(
cuMemcpyHtoD($exp:mem + $exp:idx * sizeof($ty:t),
&$id:val',
sizeof($ty:t)));
$items:aft
}|]
writeCUDAScalar Exp
_ Exp
_ Type
_ SpaceId
space Volatility
_ Exp
_ =
SpaceId -> CompilerM OpenCL () ()
forall a. HasCallStack => SpaceId -> a
error (SpaceId -> CompilerM OpenCL () ())
-> SpaceId -> CompilerM OpenCL () ()
forall a b. (a -> b) -> a -> b
$ SpaceId
"Cannot write to '" SpaceId -> SpaceId -> SpaceId
forall a. [a] -> [a] -> [a]
++ SpaceId
space SpaceId -> SpaceId -> SpaceId
forall a. [a] -> [a] -> [a]
++ SpaceId
"' memory space."
readCUDAScalar :: GC.ReadScalar OpenCL ()
readCUDAScalar :: ReadScalar OpenCL ()
readCUDAScalar Exp
mem Exp
idx Type
t SpaceId
"device" Volatility
_ = do
VName
val <- SpaceId -> CompilerM OpenCL () VName
forall (m :: * -> *). MonadFreshNames m => SpaceId -> m VName
newVName SpaceId
"read_res"
let ([BlockItem]
bef, [BlockItem]
aft) = KernelName -> ([BlockItem], [BlockItem])
profilingEnclosure KernelName
copyScalarFromDev
(BlockItem -> CompilerM OpenCL () ())
-> [BlockItem] -> CompilerM OpenCL () ()
forall (t :: * -> *) (m :: * -> *) a b.
(Foldable t, Monad m) =>
(a -> m b) -> t a -> m ()
mapM_
BlockItem -> CompilerM OpenCL () ()
forall op s. BlockItem -> CompilerM op s ()
GC.item
[C.citems|
$ty:t $id:val;
{
$items:bef
CUDA_SUCCEED_OR_RETURN(
cuMemcpyDtoH(&$id:val,
$exp:mem + $exp:idx * sizeof($ty:t),
sizeof($ty:t)));
$items:aft
}
|]
Stm -> CompilerM OpenCL () ()
forall op s. Stm -> CompilerM op s ()
GC.stm [C.cstm|if (futhark_context_sync(ctx) != 0) { return 1; }|]
Exp -> CompilerM OpenCL () Exp
forall (m :: * -> *) a. Monad m => a -> m a
return [C.cexp|$id:val|]
readCUDAScalar Exp
_ Exp
_ Type
_ SpaceId
space Volatility
_ =
SpaceId -> CompilerM OpenCL () Exp
forall a. HasCallStack => SpaceId -> a
error (SpaceId -> CompilerM OpenCL () Exp)
-> SpaceId -> CompilerM OpenCL () Exp
forall a b. (a -> b) -> a -> b
$ SpaceId
"Cannot write to '" SpaceId -> SpaceId -> SpaceId
forall a. [a] -> [a] -> [a]
++ SpaceId
space SpaceId -> SpaceId -> SpaceId
forall a. [a] -> [a] -> [a]
++ SpaceId
"' memory space."
allocateCUDABuffer :: GC.Allocate OpenCL ()
allocateCUDABuffer :: Allocate OpenCL ()
allocateCUDABuffer Exp
mem Exp
size Exp
tag SpaceId
"device" =
Stm -> CompilerM OpenCL () ()
forall op s. Stm -> CompilerM op s ()
GC.stm [C.cstm|CUDA_SUCCEED_OR_RETURN(cuda_alloc(&ctx->cuda, (size_t)$exp:size, $exp:tag, &$exp:mem));|]
allocateCUDABuffer Exp
_ Exp
_ Exp
_ SpaceId
space =
SpaceId -> CompilerM OpenCL () ()
forall a. HasCallStack => SpaceId -> a
error (SpaceId -> CompilerM OpenCL () ())
-> SpaceId -> CompilerM OpenCL () ()
forall a b. (a -> b) -> a -> b
$ SpaceId
"Cannot allocate in '" SpaceId -> SpaceId -> SpaceId
forall a. [a] -> [a] -> [a]
++ SpaceId
space SpaceId -> SpaceId -> SpaceId
forall a. [a] -> [a] -> [a]
++ SpaceId
"' memory space."
deallocateCUDABuffer :: GC.Deallocate OpenCL ()
deallocateCUDABuffer :: Deallocate OpenCL ()
deallocateCUDABuffer Exp
mem Exp
tag SpaceId
"device" =
Stm -> CompilerM OpenCL () ()
forall op s. Stm -> CompilerM op s ()
GC.stm [C.cstm|CUDA_SUCCEED_OR_RETURN(cuda_free(&ctx->cuda, $exp:mem, $exp:tag));|]
deallocateCUDABuffer Exp
_ Exp
_ SpaceId
space =
SpaceId -> CompilerM OpenCL () ()
forall a. HasCallStack => SpaceId -> a
error (SpaceId -> CompilerM OpenCL () ())
-> SpaceId -> CompilerM OpenCL () ()
forall a b. (a -> b) -> a -> b
$ SpaceId
"Cannot deallocate in '" SpaceId -> SpaceId -> SpaceId
forall a. [a] -> [a] -> [a]
++ SpaceId
space SpaceId -> SpaceId -> SpaceId
forall a. [a] -> [a] -> [a]
++ SpaceId
"' memory space."
copyCUDAMemory :: GC.Copy OpenCL ()
copyCUDAMemory :: Copy OpenCL ()
copyCUDAMemory Exp
dstmem Exp
dstidx Space
dstSpace Exp
srcmem Exp
srcidx Space
srcSpace Exp
nbytes = do
let (SpaceId
fn, KernelName
prof) = Space -> Space -> (SpaceId, KernelName)
memcpyFun Space
dstSpace Space
srcSpace
([BlockItem]
bef, [BlockItem]
aft) = KernelName -> ([BlockItem], [BlockItem])
profilingEnclosure KernelName
prof
BlockItem -> CompilerM OpenCL () ()
forall op s. BlockItem -> CompilerM op s ()
GC.item
[C.citem|{
$items:bef
CUDA_SUCCEED_OR_RETURN(
$id:fn($exp:dstmem + $exp:dstidx,
$exp:srcmem + $exp:srcidx,
$exp:nbytes));
$items:aft
}
|]
where
memcpyFun :: Space -> Space -> (SpaceId, KernelName)
memcpyFun Space
DefaultSpace (Space SpaceId
"device") = (SpaceId
"cuMemcpyDtoH" :: String, KernelName
copyDevToHost)
memcpyFun (Space SpaceId
"device") Space
DefaultSpace = (SpaceId
"cuMemcpyHtoD", KernelName
copyHostToDev)
memcpyFun (Space SpaceId
"device") (Space SpaceId
"device") = (SpaceId
"cuMemcpy", KernelName
copyDevToDev)
memcpyFun Space
_ Space
_ =
SpaceId -> (SpaceId, KernelName)
forall a. HasCallStack => SpaceId -> a
error (SpaceId -> (SpaceId, KernelName))
-> SpaceId -> (SpaceId, KernelName)
forall a b. (a -> b) -> a -> b
$
SpaceId
"Cannot copy to '" SpaceId -> SpaceId -> SpaceId
forall a. [a] -> [a] -> [a]
++ Space -> SpaceId
forall a. Show a => a -> SpaceId
show Space
dstSpace
SpaceId -> SpaceId -> SpaceId
forall a. [a] -> [a] -> [a]
++ SpaceId
"' from '"
SpaceId -> SpaceId -> SpaceId
forall a. [a] -> [a] -> [a]
++ Space -> SpaceId
forall a. Show a => a -> SpaceId
show Space
srcSpace
SpaceId -> SpaceId -> SpaceId
forall a. [a] -> [a] -> [a]
++ SpaceId
"'."
staticCUDAArray :: GC.StaticArray OpenCL ()
staticCUDAArray :: StaticArray OpenCL ()
staticCUDAArray VName
name SpaceId
"device" PrimType
t ArrayContents
vs = do
let ct :: Type
ct = PrimType -> Type
GC.primTypeToCType PrimType
t
VName
name_realtype <- SpaceId -> CompilerM OpenCL () VName
forall (m :: * -> *). MonadFreshNames m => SpaceId -> m VName
newVName (SpaceId -> CompilerM OpenCL () VName)
-> SpaceId -> CompilerM OpenCL () VName
forall a b. (a -> b) -> a -> b
$ VName -> SpaceId
baseString VName
name SpaceId -> SpaceId -> SpaceId
forall a. [a] -> [a] -> [a]
++ SpaceId
"_realtype"
Int
num_elems <- case ArrayContents
vs of
ArrayValues [PrimValue]
vs' -> do
let vs'' :: [Initializer]
vs'' = [[C.cinit|$exp:v|] | PrimValue
v <- [PrimValue]
vs']
Definition -> CompilerM OpenCL () ()
forall op s. Definition -> CompilerM op s ()
GC.earlyDecl [C.cedecl|static $ty:ct $id:name_realtype[$int:(length vs'')] = {$inits:vs''};|]
Int -> CompilerM OpenCL () Int
forall (m :: * -> *) a. Monad m => a -> m a
return (Int -> CompilerM OpenCL () Int) -> Int -> CompilerM OpenCL () Int
forall a b. (a -> b) -> a -> b
$ [Initializer] -> Int
forall (t :: * -> *) a. Foldable t => t a -> Int
length [Initializer]
vs''
ArrayZeros Int
n -> do
Definition -> CompilerM OpenCL () ()
forall op s. Definition -> CompilerM op s ()
GC.earlyDecl [C.cedecl|static $ty:ct $id:name_realtype[$int:n];|]
Int -> CompilerM OpenCL () Int
forall (m :: * -> *) a. Monad m => a -> m a
return Int
n
Id -> Type -> Maybe Exp -> CompilerM OpenCL () ()
forall op s. Id -> Type -> Maybe Exp -> CompilerM op s ()
GC.contextField (VName -> SrcLoc -> Id
forall a. ToIdent a => a -> SrcLoc -> Id
C.toIdent VName
name SrcLoc
forall a. Monoid a => a
mempty) [C.cty|struct memblock_device|] Maybe Exp
forall a. Maybe a
Nothing
Stm -> CompilerM OpenCL () ()
forall op s. Stm -> CompilerM op s ()
GC.atInit
[C.cstm|{
ctx->$id:name.references = NULL;
ctx->$id:name.size = 0;
CUDA_SUCCEED_FATAL(cuMemAlloc(&ctx->$id:name.mem,
($int:num_elems > 0 ? $int:num_elems : 1)*sizeof($ty:ct)));
if ($int:num_elems > 0) {
CUDA_SUCCEED_FATAL(cuMemcpyHtoD(ctx->$id:name.mem, $id:name_realtype,
$int:num_elems*sizeof($ty:ct)));
}
}|]
BlockItem -> CompilerM OpenCL () ()
forall op s. BlockItem -> CompilerM op s ()
GC.item [C.citem|struct memblock_device $id:name = ctx->$id:name;|]
staticCUDAArray VName
_ SpaceId
space PrimType
_ ArrayContents
_ =
SpaceId -> CompilerM OpenCL () ()
forall a. HasCallStack => SpaceId -> a
error (SpaceId -> CompilerM OpenCL () ())
-> SpaceId -> CompilerM OpenCL () ()
forall a b. (a -> b) -> a -> b
$
SpaceId
"CUDA backend cannot create static array in '" SpaceId -> SpaceId -> SpaceId
forall a. [a] -> [a] -> [a]
++ SpaceId
space
SpaceId -> SpaceId -> SpaceId
forall a. [a] -> [a] -> [a]
++ SpaceId
"' memory space"
cudaMemoryType :: GC.MemoryType OpenCL ()
cudaMemoryType :: MemoryType OpenCL ()
cudaMemoryType SpaceId
"device" = Type -> CompilerM OpenCL () Type
forall (m :: * -> *) a. Monad m => a -> m a
return [C.cty|typename CUdeviceptr|]
cudaMemoryType SpaceId
space =
MemoryType OpenCL ()
forall a. HasCallStack => SpaceId -> a
error MemoryType OpenCL () -> MemoryType OpenCL ()
forall a b. (a -> b) -> a -> b
$ SpaceId
"CUDA backend does not support '" SpaceId -> SpaceId -> SpaceId
forall a. [a] -> [a] -> [a]
++ SpaceId
space SpaceId -> SpaceId -> SpaceId
forall a. [a] -> [a] -> [a]
++ SpaceId
"' memory space."
callKernel :: GC.OpCompiler OpenCL ()
callKernel :: OpCompiler OpenCL ()
callKernel (GetSize VName
v KernelName
key) =
Stm -> CompilerM OpenCL () ()
forall op s. Stm -> CompilerM op s ()
GC.stm [C.cstm|$id:v = *ctx->tuning_params.$id:key;|]
callKernel (CmpSizeLe VName
v KernelName
key Exp
x) = do
Exp
x' <- Exp -> CompilerM OpenCL () Exp
forall op s. Exp -> CompilerM op s Exp
GC.compileExp Exp
x
Stm -> CompilerM OpenCL () ()
forall op s. Stm -> CompilerM op s ()
GC.stm [C.cstm|$id:v = *ctx->tuning_params.$id:key <= $exp:x';|]
VName -> KernelName -> Exp -> CompilerM OpenCL () ()
forall op. VName -> KernelName -> Exp -> CompilerM op () ()
sizeLoggingCode VName
v KernelName
key Exp
x'
callKernel (GetSizeMax VName
v SizeClass
size_class) =
let field :: SpaceId
field = SpaceId
"max_" SpaceId -> SpaceId -> SpaceId
forall a. [a] -> [a] -> [a]
++ SizeClass -> SpaceId
cudaSizeClass SizeClass
size_class
in Stm -> CompilerM OpenCL () ()
forall op s. Stm -> CompilerM op s ()
GC.stm [C.cstm|$id:v = ctx->cuda.$id:field;|]
where
cudaSizeClass :: SizeClass -> SpaceId
cudaSizeClass SizeThreshold {} = SpaceId
"threshold"
cudaSizeClass SizeClass
SizeGroup = SpaceId
"block_size"
cudaSizeClass SizeClass
SizeNumGroups = SpaceId
"grid_size"
cudaSizeClass SizeClass
SizeTile = SpaceId
"tile_size"
cudaSizeClass SizeClass
SizeRegTile = SpaceId
"reg_tile_size"
cudaSizeClass SizeClass
SizeLocalMemory = SpaceId
"shared_memory"
cudaSizeClass (SizeBespoke KernelName
x Int64
_) = KernelName -> SpaceId
forall a. Pretty a => a -> SpaceId
pretty KernelName
x
callKernel (LaunchKernel KernelSafety
safety KernelName
kernel_name [KernelArg]
args [Exp]
num_blocks [Exp]
block_size) = do
VName
args_arr <- SpaceId -> CompilerM OpenCL () VName
forall (m :: * -> *). MonadFreshNames m => SpaceId -> m VName
newVName SpaceId
"kernel_args"
VName
time_start <- SpaceId -> CompilerM OpenCL () VName
forall (m :: * -> *). MonadFreshNames m => SpaceId -> m VName
newVName SpaceId
"time_start"
VName
time_end <- SpaceId -> CompilerM OpenCL () VName
forall (m :: * -> *). MonadFreshNames m => SpaceId -> m VName
newVName SpaceId
"time_end"
([VName]
args', [Maybe (VName, VName)]
shared_vars) <- [(VName, Maybe (VName, VName))]
-> ([VName], [Maybe (VName, VName)])
forall a b. [(a, b)] -> ([a], [b])
unzip ([(VName, Maybe (VName, VName))]
-> ([VName], [Maybe (VName, VName)]))
-> CompilerM OpenCL () [(VName, Maybe (VName, VName))]
-> CompilerM OpenCL () ([VName], [Maybe (VName, VName)])
forall (f :: * -> *) a b. Functor f => (a -> b) -> f a -> f b
<$> (KernelArg -> CompilerM OpenCL () (VName, Maybe (VName, VName)))
-> [KernelArg]
-> CompilerM OpenCL () [(VName, Maybe (VName, VName))]
forall (t :: * -> *) (m :: * -> *) a b.
(Traversable t, Monad m) =>
(a -> m b) -> t a -> m (t b)
mapM KernelArg -> CompilerM OpenCL () (VName, Maybe (VName, VName))
forall op s.
KernelArg -> CompilerM op s (VName, Maybe (VName, VName))
mkArgs [KernelArg]
args
let ([VName]
shared_sizes, [VName]
shared_offsets) = [(VName, VName)] -> ([VName], [VName])
forall a b. [(a, b)] -> ([a], [b])
unzip ([(VName, VName)] -> ([VName], [VName]))
-> [(VName, VName)] -> ([VName], [VName])
forall a b. (a -> b) -> a -> b
$ [Maybe (VName, VName)] -> [(VName, VName)]
forall a. [Maybe a] -> [a]
catMaybes [Maybe (VName, VName)]
shared_vars
shared_offsets_sc :: [Exp]
shared_offsets_sc = [VName] -> [Exp]
mkOffsets [VName]
shared_sizes
shared_args :: [(VName, Exp)]
shared_args = [VName] -> [Exp] -> [(VName, Exp)]
forall a b. [a] -> [b] -> [(a, b)]
zip [VName]
shared_offsets [Exp]
shared_offsets_sc
shared_tot :: Exp
shared_tot = [Exp] -> Exp
forall a. [a] -> a
last [Exp]
shared_offsets_sc
[(VName, Exp)]
-> ((VName, Exp) -> CompilerM OpenCL () ())
-> CompilerM OpenCL () ()
forall (t :: * -> *) (m :: * -> *) a b.
(Foldable t, Monad m) =>
t a -> (a -> m b) -> m ()
forM_ [(VName, Exp)]
shared_args (((VName, Exp) -> CompilerM OpenCL () ())
-> CompilerM OpenCL () ())
-> ((VName, Exp) -> CompilerM OpenCL () ())
-> CompilerM OpenCL () ()
forall a b. (a -> b) -> a -> b
$ \(VName
arg, Exp
offset) ->
InitGroup -> CompilerM OpenCL () ()
forall op s. InitGroup -> CompilerM op s ()
GC.decl [C.cdecl|unsigned int $id:arg = $exp:offset;|]
(Exp
grid_x, Exp
grid_y, Exp
grid_z) <- [Exp] -> (Exp, Exp, Exp)
mkDims ([Exp] -> (Exp, Exp, Exp))
-> CompilerM OpenCL () [Exp] -> CompilerM OpenCL () (Exp, Exp, Exp)
forall (f :: * -> *) a b. Functor f => (a -> b) -> f a -> f b
<$> (Exp -> CompilerM OpenCL () Exp)
-> [Exp] -> CompilerM OpenCL () [Exp]
forall (t :: * -> *) (m :: * -> *) a b.
(Traversable t, Monad m) =>
(a -> m b) -> t a -> m (t b)
mapM Exp -> CompilerM OpenCL () Exp
forall op s. Exp -> CompilerM op s Exp
GC.compileExp [Exp]
num_blocks
(Exp
block_x, Exp
block_y, Exp
block_z) <- [Exp] -> (Exp, Exp, Exp)
mkDims ([Exp] -> (Exp, Exp, Exp))
-> CompilerM OpenCL () [Exp] -> CompilerM OpenCL () (Exp, Exp, Exp)
forall (f :: * -> *) a b. Functor f => (a -> b) -> f a -> f b
<$> (Exp -> CompilerM OpenCL () Exp)
-> [Exp] -> CompilerM OpenCL () [Exp]
forall (t :: * -> *) (m :: * -> *) a b.
(Traversable t, Monad m) =>
(a -> m b) -> t a -> m (t b)
mapM Exp -> CompilerM OpenCL () Exp
forall op s. Exp -> CompilerM op s Exp
GC.compileExp [Exp]
block_size
let perm_args :: [Initializer]
perm_args
| [Exp] -> Int
forall (t :: * -> *) a. Foldable t => t a -> Int
length [Exp]
num_blocks Int -> Int -> Bool
forall a. Eq a => a -> a -> Bool
== Int
3 = [[C.cinit|&perm[0]|], [C.cinit|&perm[1]|], [C.cinit|&perm[2]|]]
| Bool
otherwise = []
failure_args :: [Initializer]
failure_args =
Int -> [Initializer] -> [Initializer]
forall a. Int -> [a] -> [a]
take
(KernelSafety -> Int
numFailureParams KernelSafety
safety)
[ [C.cinit|&ctx->global_failure|],
[C.cinit|&ctx->failure_is_an_option|],
[C.cinit|&ctx->global_failure_args|]
]
args'' :: [Initializer]
args'' = [Initializer]
perm_args [Initializer] -> [Initializer] -> [Initializer]
forall a. [a] -> [a] -> [a]
++ [Initializer]
failure_args [Initializer] -> [Initializer] -> [Initializer]
forall a. [a] -> [a] -> [a]
++ [[C.cinit|&$id:a|] | VName
a <- [VName]
args']
sizes_nonzero :: Exp
sizes_nonzero =
[Exp] -> Exp
expsNotZero
[ Exp
grid_x,
Exp
grid_y,
Exp
grid_z,
Exp
block_x,
Exp
block_y,
Exp
block_z
]
([BlockItem]
bef, [BlockItem]
aft) = KernelName -> ([BlockItem], [BlockItem])
profilingEnclosure KernelName
kernel_name
Stm -> CompilerM OpenCL () ()
forall op s. Stm -> CompilerM op s ()
GC.stm
[C.cstm|
if ($exp:sizes_nonzero) {
int perm[3] = { 0, 1, 2 };
if ($exp:grid_y >= (1<<16)) {
perm[1] = perm[0];
perm[0] = 1;
}
if ($exp:grid_z >= (1<<16)) {
perm[2] = perm[0];
perm[0] = 2;
}
size_t grid[3];
grid[perm[0]] = $exp:grid_x;
grid[perm[1]] = $exp:grid_y;
grid[perm[2]] = $exp:grid_z;
void *$id:args_arr[] = { $inits:args'' };
typename int64_t $id:time_start = 0, $id:time_end = 0;
if (ctx->debugging) {
fprintf(ctx->log, "Launching %s with grid size [%ld, %ld, %ld] and block size [%ld, %ld, %ld]; shared memory: %d bytes.\n",
$string:(pretty kernel_name),
(long int)$exp:grid_x, (long int)$exp:grid_y, (long int)$exp:grid_z,
(long int)$exp:block_x, (long int)$exp:block_y, (long int)$exp:block_z,
(int)$exp:shared_tot);
$id:time_start = get_wall_time();
}
$items:bef
CUDA_SUCCEED_OR_RETURN(
cuLaunchKernel(ctx->$id:kernel_name,
grid[0], grid[1], grid[2],
$exp:block_x, $exp:block_y, $exp:block_z,
$exp:shared_tot, NULL,
$id:args_arr, NULL));
$items:aft
if (ctx->debugging) {
CUDA_SUCCEED_FATAL(cuCtxSynchronize());
$id:time_end = get_wall_time();
fprintf(ctx->log, "Kernel %s runtime: %ldus\n",
$string:(pretty kernel_name), $id:time_end - $id:time_start);
}
}|]
Bool -> CompilerM OpenCL () () -> CompilerM OpenCL () ()
forall (f :: * -> *). Applicative f => Bool -> f () -> f ()
when (KernelSafety
safety KernelSafety -> KernelSafety -> Bool
forall a. Ord a => a -> a -> Bool
>= KernelSafety
SafetyFull) (CompilerM OpenCL () () -> CompilerM OpenCL () ())
-> CompilerM OpenCL () () -> CompilerM OpenCL () ()
forall a b. (a -> b) -> a -> b
$
Stm -> CompilerM OpenCL () ()
forall op s. Stm -> CompilerM op s ()
GC.stm [C.cstm|ctx->failure_is_an_option = 1;|]
where
mkDims :: [Exp] -> (Exp, Exp, Exp)
mkDims [] = ([C.cexp|0|], [C.cexp|0|], [C.cexp|0|])
mkDims [Exp
x] = (Exp
x, [C.cexp|1|], [C.cexp|1|])
mkDims [Exp
x, Exp
y] = (Exp
x, Exp
y, [C.cexp|1|])
mkDims (Exp
x : Exp
y : Exp
z : [Exp]
_) = (Exp
x, Exp
y, Exp
z)
addExp :: a -> a -> Exp
addExp a
x a
y = [C.cexp|$exp:x + $exp:y|]
alignExp :: a -> Exp
alignExp a
e = [C.cexp|$exp:e + ((8 - ($exp:e % 8)) % 8)|]
mkOffsets :: [VName] -> [Exp]
mkOffsets = (Exp -> VName -> Exp) -> Exp -> [VName] -> [Exp]
forall b a. (b -> a -> b) -> b -> [a] -> [b]
scanl (\Exp
a VName
b -> Exp
a Exp -> Exp -> Exp
forall a a. (ToExp a, ToExp a) => a -> a -> Exp
`addExp` VName -> Exp
forall a. ToExp a => a -> Exp
alignExp VName
b) [C.cexp|0|]
expNotZero :: a -> Exp
expNotZero a
e = [C.cexp|$exp:e != 0|]
expAnd :: a -> a -> Exp
expAnd a
a a
b = [C.cexp|$exp:a && $exp:b|]
expsNotZero :: [Exp] -> Exp
expsNotZero = (Exp -> Exp -> Exp) -> Exp -> [Exp] -> Exp
forall (t :: * -> *) b a.
Foldable t =>
(b -> a -> b) -> b -> t a -> b
foldl Exp -> Exp -> Exp
forall a a. (ToExp a, ToExp a) => a -> a -> Exp
expAnd [C.cexp|1|] ([Exp] -> Exp) -> ([Exp] -> [Exp]) -> [Exp] -> Exp
forall b c a. (b -> c) -> (a -> b) -> a -> c
. (Exp -> Exp) -> [Exp] -> [Exp]
forall a b. (a -> b) -> [a] -> [b]
map Exp -> Exp
forall a. ToExp a => a -> Exp
expNotZero
mkArgs :: KernelArg -> CompilerM op s (VName, Maybe (VName, VName))
mkArgs (ValueKArg Exp
e t :: PrimType
t@(FloatType FloatType
Float16)) = do
VName
arg <- SpaceId -> CompilerM op s VName
forall (m :: * -> *). MonadFreshNames m => SpaceId -> m VName
newVName SpaceId
"kernel_arg"
Exp
e' <- Exp -> CompilerM op s Exp
forall op s. Exp -> CompilerM op s Exp
GC.compileExp Exp
e
BlockItem -> CompilerM op s ()
forall op s. BlockItem -> CompilerM op s ()
GC.item [C.citem|$ty:(primStorageType t) $id:arg = $exp:(toStorage t e');|]
(VName, Maybe (VName, VName))
-> CompilerM op s (VName, Maybe (VName, VName))
forall (f :: * -> *) a. Applicative f => a -> f a
pure (VName
arg, Maybe (VName, VName)
forall a. Maybe a
Nothing)
mkArgs (ValueKArg Exp
e PrimType
t) =
(,Maybe (VName, VName)
forall a. Maybe a
Nothing) (VName -> (VName, Maybe (VName, VName)))
-> CompilerM op s VName
-> CompilerM op s (VName, Maybe (VName, VName))
forall (f :: * -> *) a b. Functor f => (a -> b) -> f a -> f b
<$> SpaceId -> PrimType -> Exp -> CompilerM op s VName
forall op s. SpaceId -> PrimType -> Exp -> CompilerM op s VName
GC.compileExpToName SpaceId
"kernel_arg" PrimType
t Exp
e
mkArgs (MemKArg VName
v) = do
Exp
v' <- VName -> CompilerM op s Exp
forall op s. VName -> CompilerM op s Exp
GC.rawMem VName
v
VName
arg <- SpaceId -> CompilerM op s VName
forall (m :: * -> *). MonadFreshNames m => SpaceId -> m VName
newVName SpaceId
"kernel_arg"
InitGroup -> CompilerM op s ()
forall op s. InitGroup -> CompilerM op s ()
GC.decl [C.cdecl|typename CUdeviceptr $id:arg = $exp:v';|]
(VName, Maybe (VName, VName))
-> CompilerM op s (VName, Maybe (VName, VName))
forall (m :: * -> *) a. Monad m => a -> m a
return (VName
arg, Maybe (VName, VName)
forall a. Maybe a
Nothing)
mkArgs (SharedMemoryKArg (Count Exp
c)) = do
Exp
num_bytes <- Exp -> CompilerM op s Exp
forall op s. Exp -> CompilerM op s Exp
GC.compileExp Exp
c
VName
size <- SpaceId -> CompilerM op s VName
forall (m :: * -> *). MonadFreshNames m => SpaceId -> m VName
newVName SpaceId
"shared_size"
VName
offset <- SpaceId -> CompilerM op s VName
forall (m :: * -> *). MonadFreshNames m => SpaceId -> m VName
newVName SpaceId
"shared_offset"
InitGroup -> CompilerM op s ()
forall op s. InitGroup -> CompilerM op s ()
GC.decl [C.cdecl|unsigned int $id:size = $exp:num_bytes;|]
(VName, Maybe (VName, VName))
-> CompilerM op s (VName, Maybe (VName, VName))
forall (m :: * -> *) a. Monad m => a -> m a
return (VName
offset, (VName, VName) -> Maybe (VName, VName)
forall a. a -> Maybe a
Just (VName
size, VName
offset))