diff --git a/Foreign/CUDA.hs b/Foreign/CUDA.hs --- a/Foreign/CUDA.hs +++ b/Foreign/CUDA.hs @@ -1,7 +1,7 @@ -------------------------------------------------------------------------------- -- | -- Module : Foreign.CUDA --- Copyright : (c) 2009 Trevor L. McDonell +-- Copyright : (c) [2009..2010] Trevor L. McDonell -- License : BSD -- -- Top level bindings. By default, expose the C-for-CUDA runtime API bindings, diff --git a/Foreign/CUDA/Analysis.hs b/Foreign/CUDA/Analysis.hs new file mode 100644 --- /dev/null +++ b/Foreign/CUDA/Analysis.hs @@ -0,0 +1,20 @@ +-------------------------------------------------------------------------------- +-- | +-- Module : Foreign.CUDA.Analysis +-- Copyright : (c) [2009..2010] Trevor L. McDonell +-- License : BSD +-- +-- Meta-module exporting CUDA analysis routines +-- +-------------------------------------------------------------------------------- + +module Foreign.CUDA.Analysis + ( + module Foreign.CUDA.Analysis.Device, + module Foreign.CUDA.Analysis.Occupancy + ) + where + +import Foreign.CUDA.Analysis.Device +import Foreign.CUDA.Analysis.Occupancy + diff --git a/Foreign/CUDA/Analysis/Device.chs b/Foreign/CUDA/Analysis/Device.chs new file mode 100644 --- /dev/null +++ b/Foreign/CUDA/Analysis/Device.chs @@ -0,0 +1,108 @@ +-------------------------------------------------------------------------------- +-- | +-- Module : Foreign.CUDA.Analysis.Device +-- Copyright : (c) [2009..2010] Trevor L. McDonell +-- License : BSD +-- +-- Common device functions +-- +-------------------------------------------------------------------------------- + +module Foreign.CUDA.Analysis.Device + ( + ComputeMode(..), DeviceProperties(..), DeviceResources(..), Allocation(..), + resources + ) + where + +#include + +import Data.Int +import Data.Maybe + + +-- | +-- The compute mode the device is currently in +-- +{# enum CUcomputemode as ComputeMode + { underscoreToCase } + with prefix="CU_COMPUTEMODE" deriving (Eq, Show) #} + +-- | +-- GPU compute capability +-- +type Compute = Double + +-- | +-- The properties of a compute device +-- +data DeviceProperties = DeviceProperties + { + deviceName :: String, -- ^ Identifier + computeCapability :: Compute, -- ^ Supported compute capability + totalGlobalMem :: Int64, -- ^ Available global memory on the device in bytes + totalConstMem :: Int64, -- ^ Available constant memory on the device in bytes + sharedMemPerBlock :: Int64, -- ^ Available shared memory per block in bytes + regsPerBlock :: Int, -- ^ 32-bit registers per block + warpSize :: Int, -- ^ Warp size in threads (SIMD width) + maxThreadsPerBlock :: Int, -- ^ Max number of threads per block + maxBlockSize :: (Int,Int,Int), -- ^ Max size of each dimension of a block + maxGridSize :: (Int,Int,Int), -- ^ Max size of each dimension of a grid +#if CUDA_VERSION >= 3000 + maxTextureDim1D :: Int, -- ^ Maximum texture dimensions + maxTextureDim2D :: (Int,Int), + maxTextureDim3D :: (Int,Int,Int), +#endif + clockRate :: Int, -- ^ Clock frequency in kilohertz + multiProcessorCount :: Int, -- ^ Number of multiprocessors on the device + memPitch :: Int64, -- ^ Max pitch in bytes allowed by memory copies + textureAlignment :: Int64, -- ^ Alignment requirement for textures + computeMode :: ComputeMode, + deviceOverlap :: Bool, -- ^ Device can concurrently copy memory and execute a kernel +#if CUDA_VERSION >= 3000 + concurrentKernels :: Bool, -- ^ Device can possibly execute multiple kernels concurrently + eccEnabled :: Bool, -- ^ Device supports and has enabled error correction +#endif + kernelExecTimeoutEnabled :: Bool, -- ^ Whether there is a runtime limit on kernels + integrated :: Bool, -- ^ As opposed to discrete + canMapHostMemory :: Bool -- ^ Device can use pinned memory + } + deriving (Show) + + +-- GPU Hardware Resources +-- +data Allocation = Warp | Block +data DeviceResources = DeviceResources + { + threadsPerWarp :: Int, -- ^ Warp size + threadsPerMP :: Int, -- ^ Maximum number of in-flight threads on a multiprocessor + threadBlocksPerMP :: Int, -- ^ Maximum number of thread blocks resident on a multiprocessor + warpsPerMP :: Int, -- ^ Maximum number of in-flight warps per multiprocessor + sharedMemPerMP :: Int, -- ^ Total amount of shared memory per multiprocessor (bytes) + sharedMemAllocUnit :: Int, -- ^ Shared memory allocation unit size (bytes) + regFileSize :: Int, -- ^ Total number of registers in a multiprocessor + regAllocUnit :: Int, -- ^ Register allocation unit size + regAllocWarp :: Int, -- ^ Register allocation granularity for warps + allocation :: Allocation -- ^ How multiprocessor resources are divided + } + + +-- | +-- Extract some additional hardware resource limitations for a given device +-- +resources :: DeviceProperties -> DeviceResources +resources dev = fromMaybe err (lookup compute gpuData) + where + compute = computeCapability dev + err = error $ "No data for device: " + ++ shows (deviceName dev) " (compute " ++ shows compute ")" + + gpuData = + [(1.0, DeviceResources 32 768 8 24 16384 512 8192 256 2 Block) + ,(1.1, DeviceResources 32 768 8 24 16384 512 8192 256 2 Block) + ,(1.2, DeviceResources 32 1024 8 32 16384 512 16384 512 2 Block) + ,(1.3, DeviceResources 32 1024 8 32 16384 512 16384 512 2 Block) + ,(2.0, DeviceResources 32 1536 8 48 49152 128 32768 64 1 Warp) + ] + diff --git a/Foreign/CUDA/Analysis/Occupancy.hs b/Foreign/CUDA/Analysis/Occupancy.hs new file mode 100644 --- /dev/null +++ b/Foreign/CUDA/Analysis/Occupancy.hs @@ -0,0 +1,146 @@ +-------------------------------------------------------------------------------- +-- | +-- Module : Foreign.CUDA.Analysis.Occupancy +-- Copyright : (c) [2009..2010] Trevor L. McDonell +-- License : BSD +-- +-- Occupancy calculations for CUDA kernels +-- +-- +-- +-- /Determining Registers Per Thread and Shared Memory Per Block/ +-- +-- To determine the number of registers used per thread in your kernel, simply +-- compile the kernel code using the option +-- +-- > --ptxas-options=-v +-- +-- to nvcc. This will output information about register, local memory, shared +-- memory, and constant memory usage for each kernel in the @.cu@ file. +-- Alternatively, you can compile with the @-cubin@ option to nvcc. This will +-- generate a @.cubin@ file, which you can open in a text editor. Look for the +-- @code@ section with your kernel's name. Within the curly braces (@{ ... }@) +-- for that code block, you will see a line with @reg = X@, where @x@ is the +-- number of registers used by your kernel. You can also see the amount of +-- shared memory used as @smem = Y@. However, if your kernel declares any +-- external shared memory that is allocated dynamically, you will need to add +-- the number in the @.cubin@ file to the amount you dynamically allocate at run +-- time to get the correct shared memory usage. +-- +-- /Notes About Occupancy/ +-- +-- Higher occupancy does not necessarily mean higher performance. If a kernel +-- is not bandwidth bound, then increasing occupancy will not necessarily +-- increase performance. If a kernel invocation is already running at least one +-- thread block per multiprocessor in the GPU, and it is bottlenecked by +-- computation and not by global memory accesses, then increasing occupancy may +-- have no effect. In fact, making changes just to increase occupancy can have +-- other effects, such as additional instructions, spills to local memory (which +-- is off chip), divergent branches, etc. As with any optimization, you should +-- experiment to see how changes affect the *wall clock time* of the kernel +-- execution. For bandwidth bound applications, on the other hand, increasing +-- occupancy can help better hide the latency of memory accesses, and therefore +-- improve performance. +-- +-------------------------------------------------------------------------------- + + +module Foreign.CUDA.Analysis.Occupancy + ( + Occupancy(..), + occupancy, optimalBlockSize, maxResidentBlocks + ) + where + +import Data.Ord +import Data.List + +import Foreign.CUDA.Analysis.Device + + +-- GPU Occupancy per multiprocessor +-- +data Occupancy = Occupancy + { + activeThreads :: Int, -- ^ Active threads per multiprocessor + activeThreadBlocks :: Int, -- ^ Active thread blocks per multiprocessor + activeWarps :: Int, -- ^ Active warps per multiprocessor + occupancy100 :: Double -- ^ Occupancy of each multiprocessor (percent) + } + deriving (Eq, Ord, Show) + + +-- | +-- Calculate occupancy data for a given GPU and kernel resource usage +-- +occupancy + :: DeviceProperties -- ^ Properties of the card in question + -> Int -- ^ Threads per block + -> Int -- ^ Registers per thread + -> Int -- ^ Shared memory per block (bytes) + -> Occupancy +occupancy dev thds regs smem + = Occupancy at ab aw oc + where + at = ab * thds + aw = ab * warps + ab = minimum [limitWarpBlock, limitRegMP, limitSMemMP] + oc = 100 * fromIntegral aw / fromIntegral (warpsPerMP gpu) + + regs' = 1 `max` regs + smem' = 1 `max` smem + + floor' = floor :: Double -> Int + ceiling' = ceiling :: Double -> Int + ceilingBy x s = s * ceiling' (fromIntegral x / fromIntegral s) + + -- Physical resources + -- + gpu = resources dev + + -- Allocation per thread block + -- + warps = ceiling' (fromIntegral thds / fromIntegral (threadsPerWarp gpu)) + sharedMem = ceilingBy smem' (sharedMemAllocUnit gpu) + registers = case allocation gpu of + Block -> (warps `ceilingBy` regAllocWarp gpu * regs' * threadsPerWarp gpu) `ceilingBy` regAllocUnit gpu + Warp -> warps * ceilingBy (regs' * threadsPerWarp gpu) (regAllocUnit gpu) + + -- Maximum thread blocks per multiprocessor + -- + limitWarpBlock = threadBlocksPerMP gpu `min` floor' (fromIntegral (warpsPerMP gpu) / fromIntegral warps) + limitRegMP = threadBlocksPerMP gpu `min` floor' (fromIntegral (regFileSize gpu) / fromIntegral registers) + limitSMemMP = threadBlocksPerMP gpu `min` floor' (fromIntegral (sharedMemPerMP gpu) / fromIntegral sharedMem) + + +-- | +-- Optimise multiprocessor occupancy as a function of thread block size and +-- resource usage. This returns the smallest satisfying block size. +-- +optimalBlockSize + :: DeviceProperties -- ^ Architecture to optimise for + -> (Int -> Int) -- ^ Register count as a function of thread block size + -> (Int -> Int) -- ^ Shared memory usage (bytes) as a function of thread block size + -> (Int, Occupancy) +optimalBlockSize dev freg fsmem + = maximumBy (comparing (occupancy100 . snd)) $ zip threads residency + where + residency = map (\t -> occupancy dev t (freg t) (fsmem t)) threads + threads = let det = warpSize dev + mts = maxThreadsPerBlock dev + in enumFromThenTo mts (mts - det) det + + +-- | +-- Determine the maximum number of CTAs that can be run simultaneously for a +-- given kernel / device combination. +-- +maxResidentBlocks + :: DeviceProperties -- ^ Properties of the card in question + -> Int -- ^ Threads per block + -> Int -- ^ Registers per thread + -> Int -- ^ Shared memory per block (bytes) + -> Int -- ^ Maximum number of resident blocks +maxResidentBlocks dev thds regs smem = + multiProcessorCount dev * activeThreadBlocks (occupancy dev thds regs smem) + diff --git a/Foreign/CUDA/Driver.hs b/Foreign/CUDA/Driver.hs --- a/Foreign/CUDA/Driver.hs +++ b/Foreign/CUDA/Driver.hs @@ -1,7 +1,7 @@ -------------------------------------------------------------------------------- -- | -- Module : Foreign.CUDA.Driver --- Copyright : (c) 2009 Trevor L. McDonell +-- Copyright : (c) [2009..2010] Trevor L. McDonell -- License : BSD -- -- Top level bindings to CUDA driver API @@ -10,6 +10,7 @@ module Foreign.CUDA.Driver ( + module Foreign.CUDA.Ptr, module Foreign.CUDA.Driver.Context, module Foreign.CUDA.Driver.Device, module Foreign.CUDA.Driver.Error, @@ -20,11 +21,12 @@ ) where +import Foreign.CUDA.Ptr import Foreign.CUDA.Driver.Context import Foreign.CUDA.Driver.Device import Foreign.CUDA.Driver.Error import Foreign.CUDA.Driver.Exec -import Foreign.CUDA.Driver.Marshal +import Foreign.CUDA.Driver.Marshal hiding (useDeviceHandle, peekDevPtr) import Foreign.CUDA.Driver.Module import Foreign.CUDA.Driver.Utils diff --git a/Foreign/CUDA/Driver/Context.chs b/Foreign/CUDA/Driver/Context.chs --- a/Foreign/CUDA/Driver/Context.chs +++ b/Foreign/CUDA/Driver/Context.chs @@ -2,7 +2,7 @@ -------------------------------------------------------------------------------- -- | -- Module : Foreign.CUDA.Driver.Context --- Copyright : (c) 2009 Trevor L. McDonell +-- Copyright : (c) [2009..2010] Trevor L. McDonell -- License : BSD -- -- Context management for low-level driver interface diff --git a/Foreign/CUDA/Driver/Device.chs b/Foreign/CUDA/Driver/Device.chs --- a/Foreign/CUDA/Driver/Device.chs +++ b/Foreign/CUDA/Driver/Device.chs @@ -2,7 +2,7 @@ -------------------------------------------------------------------------------- -- | -- Module : Foreign.CUDA.Driver.Device --- Copyright : (c) 2009 Trevor L. McDonell +-- Copyright : (c) [2009..2010] Trevor L. McDonell -- License : BSD -- -- Device management for low-level driver interface @@ -12,7 +12,7 @@ module Foreign.CUDA.Driver.Device ( Device(..), -- should be exported abstractly - DeviceProperties(..), DeviceAttribute(..), InitFlag, + DeviceProperties(..), DeviceAttribute(..), ComputeMode(..), InitFlag, initialise, capability, device, attribute, count, name, props, totalMem ) @@ -22,6 +22,7 @@ {# context lib="cuda" #} -- Friends +import Foreign.CUDA.Analysis.Device import Foreign.CUDA.Driver.Error import Foreign.CUDA.Internal.C2HS import Foreign.CUDA.Internal.Offsets @@ -46,31 +47,33 @@ { underscoreToCase } with prefix="CU_DEVICE_ATTRIBUTE" deriving (Eq, Show) #} -{# pointer *CUdevprop as ^ foreign -> DeviceProperties nocode #} +{# pointer *CUdevprop as ^ foreign -> CUDevProp nocode #} --- | --- Properties of the compute device -- -data DeviceProperties = DeviceProperties +-- Properties of the compute device (internal helper) +-- +data CUDevProp = CUDevProp { - maxThreadsPerBlock :: Int, -- ^ Maximum number of threads per block - maxThreadsDim :: (Int,Int,Int), -- ^ Maximum size of each dimension of a block - maxGridSize :: (Int,Int,Int), -- ^ Maximum size of each dimension of a grid - sharedMemPerBlock :: Int, -- ^ Shared memory available per block in bytes - totalConstantMemory :: Int, -- ^ Constant memory available on device in bytes - warpSize :: Int, -- ^ Warp size in threads (SIMD width) - memPitch :: Int, -- ^ Maximum pitch in bytes allowed by memory copies - regsPerBlock :: Int, -- ^ 32-bit registers available per block - clockRate :: Int, -- ^ Clock frequency in kilohertz - textureAlign :: Int -- ^ Alignment requirement for textures + cuMaxThreadsPerBlock :: Int, -- Maximum number of threads per block + cuMaxBlockSize :: (Int,Int,Int), -- Maximum size of each dimension of a block + cuMaxGridSize :: (Int,Int,Int), -- Maximum size of each dimension of a grid + cuSharedMemPerBlock :: Int64, -- Shared memory available per block in bytes + cuTotalConstMem :: Int64, -- Constant memory available on device in bytes + cuWarpSize :: Int, -- Warp size in threads (SIMD width) + cuMemPitch :: Int64, -- Maximum pitch in bytes allowed by memory copies + cuRegsPerBlock :: Int, -- 32-bit registers available per block + cuClockRate :: Int, -- Clock frequency in kilohertz + cuTextureAlignment :: Int64 -- Alignment requirement for textures } deriving (Show) -instance Storable DeviceProperties where + +instance Storable CUDevProp where sizeOf _ = {#sizeof CUdevprop#} alignment _ = alignment (undefined :: Ptr ()) + poke _ _ = error "no instance for Foreign.Storable.poke DeviceProperties" peek p = do tb <- cIntConv `fmap` {#get CUdevprop.maxThreadsPerBlock#} p sm <- cIntConv `fmap` {#get CUdevprop.sharedMemPerBlock#} p @@ -84,20 +87,21 @@ (t1:t2:t3:_) <- map cIntConv `fmap` peekArray 3 (p `plusPtr` devMaxThreadDimOffset' :: Ptr CInt) (g1:g2:g3:_) <- map cIntConv `fmap` peekArray 3 (p `plusPtr` devMaxGridSizeOffset' :: Ptr CInt) - return DeviceProperties + return CUDevProp { - maxThreadsPerBlock = tb, - maxThreadsDim = (t1,t2,t3), - maxGridSize = (g1,g2,g3), - sharedMemPerBlock = sm, - totalConstantMemory = cm, - warpSize = ws, - memPitch = mp, - regsPerBlock = rb, - clockRate = cl, - textureAlign = ta + cuMaxThreadsPerBlock = tb, + cuMaxBlockSize = (t1,t2,t3), + cuMaxGridSize = (g1,g2,g3), + cuSharedMemPerBlock = sm, + cuTotalConstMem = cm, + cuWarpSize = ws, + cuMemPitch = mp, + cuRegsPerBlock = rb, + cuClockRate = cl, + cuTextureAlignment = ta } + -- | -- Possible option flags for CUDA initialisation. Dummy instance until the API -- exports actual option values. @@ -187,29 +191,87 @@ { allocaS- `String'& peekS* , useDevice `Device' } -> `Status' cToEnum #} where - len = 512 - allocaS a = allocaBytes len $ \p -> a (p, cIntConv len) - peekS s _ = peekCString s + len = 512 + allocaS a = allocaBytes len $ \p -> a (p, cIntConv len) + peekS s _ = peekCString s -- | -- Return the properties of the selected device -- + +-- Annoyingly, the driver API requires several different functions to extract +-- all device properties that are part of a single structure in the runtime API +-- props :: Device -> IO DeviceProperties -props d = resultIfOk =<< cuDeviceGetProperties d +props d = do + p <- resultIfOk =<< cuDeviceGetProperties d + -- And the remaining properties + -- + n <- name d + cc <- capability d + gm <- totalMem d + pc <- attribute d MultiprocessorCount + md <- toEnum `fmap` attribute d ComputeMode + ov <- toBool `fmap` attribute d GpuOverlap + ke <- toBool `fmap` attribute d KernelExecTimeout + tg <- toBool `fmap` attribute d Integrated + hm <- toBool `fmap` attribute d CanMapHostMemory +#if CUDA_VERSION >= 3000 + ck <- toBool `fmap` attribute d ConcurrentKernels + ee <- toBool `fmap` attribute d EccEnabled + u1 <- attribute d MaximumTexture1dWidth + u21 <- attribute d MaximumTexture2dWidth + u22 <- attribute d MaximumTexture2dHeight + u31 <- attribute d MaximumTexture3dWidth + u32 <- attribute d MaximumTexture3dHeight + u33 <- attribute d MaximumTexture3dDepth +#endif + + return DeviceProperties + { + deviceName = n, + computeCapability = cc, + totalGlobalMem = gm, + totalConstMem = cuTotalConstMem p, + sharedMemPerBlock = cuSharedMemPerBlock p, + regsPerBlock = cuRegsPerBlock p, + warpSize = cuWarpSize p, + maxThreadsPerBlock = cuMaxThreadsPerBlock p, + maxBlockSize = cuMaxBlockSize p, + maxGridSize = cuMaxGridSize p, + clockRate = cuClockRate p, + multiProcessorCount = pc, + memPitch = cuMemPitch p, + textureAlignment = cuTextureAlignment p, + computeMode = md, + deviceOverlap = ov, +#if CUDA_VERSION >= 3000 + concurrentKernels = ck, + eccEnabled = ee, + maxTextureDim1D = u1, + maxTextureDim2D = (u21,u22), + maxTextureDim3D = (u31,u32,u33), +#endif + kernelExecTimeoutEnabled = ke, + integrated = tg, + canMapHostMemory = hm + } + + {# fun unsafe cuDeviceGetProperties - { alloca- `DeviceProperties' peek* - , useDevice `Device' } -> `Status' cToEnum #} + { alloca- `CUDevProp' peek* + , useDevice `Device' } -> `Status' cToEnum #} -- | -- Total memory available on the device (bytes) -- -totalMem :: Device -> IO Int +totalMem :: Device -> IO Int64 totalMem d = resultIfOk =<< cuDeviceTotalMem d {# fun unsafe cuDeviceTotalMem - { alloca- `Int' peekIntConv* - , useDevice `Device' } -> `Status' cToEnum #} + { alloca- `Int64' peekIntConv* + , useDevice `Device' } -> `Status' cToEnum #} diff --git a/Foreign/CUDA/Driver/Error.chs b/Foreign/CUDA/Driver/Error.chs --- a/Foreign/CUDA/Driver/Error.chs +++ b/Foreign/CUDA/Driver/Error.chs @@ -2,7 +2,7 @@ -------------------------------------------------------------------------------- -- | -- Module : Foreign.CUDA.Driver.Error --- Copyright : (c) 2009 Trevor L. McDonell +-- Copyright : (c) [2009..2010] Trevor L. McDonell -- License : BSD -- -- Error handling @@ -65,6 +65,13 @@ describe LaunchOutOfResources = "too many resources requested for launch" describe LaunchTimeout = "the launch timed out and was terminated" describe LaunchIncompatibleTexturing = "launch with incompatible texturing" +#if CUDA_VERSION >= 3000 +describe NotMappedAsArray = "mapped resource not available for access as an array" +describe NotMappedAsPointer = "mapped resource not available for access as a pointer" +describe EccUncorrectable = "uncorrectable ECC error detected" +describe PointerIs64bit = "attempt to retrieve a 64-bit pointer via a 32-bit API function" +describe SizeIs64bit = "attempt to retrieve 64-bit size via a 32-bit API function" +#endif describe Unknown = "unknown error" diff --git a/Foreign/CUDA/Driver/Event.chs b/Foreign/CUDA/Driver/Event.chs --- a/Foreign/CUDA/Driver/Event.chs +++ b/Foreign/CUDA/Driver/Event.chs @@ -2,7 +2,7 @@ -------------------------------------------------------------------------------- -- | -- Module : Foreign.CUDA.Driver.Event --- Copyright : (c) 2009 Trevor L. McDonell +-- Copyright : (c) [2009..2010] Trevor L. McDonell -- License : BSD -- -- Event management for low-level driver interface diff --git a/Foreign/CUDA/Driver/Exec.chs b/Foreign/CUDA/Driver/Exec.chs --- a/Foreign/CUDA/Driver/Exec.chs +++ b/Foreign/CUDA/Driver/Exec.chs @@ -1,29 +1,36 @@ -{-# LANGUAGE ForeignFunctionInterface #-} +{-# LANGUAGE GADTs, ForeignFunctionInterface #-} -------------------------------------------------------------------------------- -- | -- Module : Foreign.CUDA.Driver.Exec --- Copyright : (c) 2009 Trevor L. McDonell +-- Copyright : (c) [2009..2010] Trevor L. McDonell -- License : BSD -- -- Kernel execution control for low-level driver interface -- -------------------------------------------------------------------------------- +#include +{# context lib="cuda" #} + module Foreign.CUDA.Driver.Exec ( - Fun(Fun), -- need to export the data constructor for use by Module )= - FunParam(..), FunAttribute(..), - requires, setBlockShape, setSharedSize, setParams, launch + Fun(Fun), FunParam(..), FunAttribute(..), +#if CUDA_VERSION >= 3000 + CacheConfig(..), +#endif + requires, setBlockShape, setSharedSize, setParams, +#if CUDA_VERSION >= 3000 + setCacheConfig, +#endif + launch ) where -#include -{# context lib="cuda" #} - -- Friends import Foreign.CUDA.Internal.C2HS import Foreign.CUDA.Driver.Error import Foreign.CUDA.Driver.Stream (Stream(..)) +import Foreign.CUDA.Driver.Texture (Texture(..)) -- System import Foreign @@ -49,16 +56,25 @@ , MAX_THREADS_PER_BLOCK as MaxKernelThreadsPerBlock } with prefix="CU_FUNC_ATTRIBUTE" deriving (Eq, Show) #} +#if CUDA_VERSION >= 3000 +-- | +-- Cache configuration preference +-- +{# enum CUfunc_cache_enum as CacheConfig + { underscoreToCase } + with prefix="CU_FUNC_CACHE_PREFER" deriving (Eq, Show) #} +#endif -- | -- Kernel function parameters -- -data Storable a => FunParam a - = IArg Int - | FArg Float - | VArg a --- | TArg Texture +data FunParam where + IArg :: Int -> FunParam + FArg :: Float -> FunParam + TArg :: Texture -> FunParam + VArg :: Storable a => a -> FunParam + -------------------------------------------------------------------------------- -- Execution Control -------------------------------------------------------------------------------- @@ -100,7 +116,24 @@ { useFun `Fun' , cIntConv `Integer' } -> `Status' cToEnum #} +#if CUDA_VERSION >= 3000 +-- | +-- On devices where the L1 cache and shared memory use the same hardware +-- resources, this sets the preferred cache configuration for the given device +-- function. This is only a preference; the driver is free to choose a different +-- configuration as required to execute the function. +-- +-- Switching between configuration modes may insert a device-side +-- synchronisation point for streamed kernel launches. +-- +setCacheConfig :: Fun -> CacheConfig -> IO () +setCacheConfig fn pref = nothingIfOk =<< cuFuncSetCacheConfig fn pref +{# fun unsafe cuFuncSetCacheConfig + { useFun `Fun' + , cFromEnum `CacheConfig' } -> `Status' cToEnum #} +#endif + -- | -- Invoke the kernel on a size (w,h) grid of blocks. Each block contains the -- number of threads specified by a previous call to `setBlockShape'. The launch @@ -126,7 +159,7 @@ -- | -- Set the parameters that will specified next time the kernel is invoked -- -setParams :: Storable a => Fun -> [FunParam a] -> IO () +setParams :: Fun -> [FunParam] -> IO () setParams fn prs = do zipWithM_ (set fn) offsets prs nothingIfOk =<< cuParamSetSize fn (last offsets) @@ -135,10 +168,12 @@ size (IArg _) = sizeOf (undefined::CUInt) size (FArg _) = sizeOf (undefined::CFloat) + size (TArg _) = 0 size (VArg v) = sizeOf v set f o (IArg v) = nothingIfOk =<< cuParamSeti f o v set f o (FArg v) = nothingIfOk =<< cuParamSetf f o v + set f _ (TArg v) = nothingIfOk =<< cuParamSetTexRef f (-1) v set f o (VArg v) = with v $ \p -> (nothingIfOk =<< cuParamSetv f o p (sizeOf v)) @@ -162,4 +197,9 @@ , `Int' , castPtr `Ptr a' , `Int' } -> `Status' cToEnum #} + +{# fun unsafe cuParamSetTexRef + { useFun `Fun' + , `Int' -- must be CU_PARAM_TR_DEFAULT (-1) + , useTexture `Texture' } -> `Status' cToEnum #} diff --git a/Foreign/CUDA/Driver/Marshal.chs b/Foreign/CUDA/Driver/Marshal.chs --- a/Foreign/CUDA/Driver/Marshal.chs +++ b/Foreign/CUDA/Driver/Marshal.chs @@ -2,7 +2,7 @@ -------------------------------------------------------------------------------- -- | -- Module : Foreign.CUDA.Driver.Marshal --- Copyright : (c) 2009 Trevor L. McDonell +-- Copyright : (c) [2009..2010] Trevor L. McDonell -- License : BSD -- -- Memory management for low-level driver interface @@ -12,12 +12,10 @@ module Foreign.CUDA.Driver.Marshal ( -- * Host Allocation - HostPtr(..), AllocFlag(..), - withHostPtr, mallocHostArray, freeHost, nullHostPtr, + AllocFlag(..), mallocHostArray, freeHost, -- * Device Allocation - DevicePtr, - mallocArray, allocaArray, free, nullDevPtr, + mallocArray, allocaArray, free, -- * Marshalling peekArray, peekArrayAsync, peekListArray, @@ -25,10 +23,14 @@ copyArrayAsync, -- * Combined Allocation and Marshalling - newListArray, withListArray, withListArrayLen, + newListArray, newListArrayLen, + withListArray, withListArrayLen, -- * Utility - memset, getDevicePtr + memset, getDevicePtr, + + -- Internal + useDeviceHandle, peekDevPtr ) where @@ -36,13 +38,14 @@ {# context lib="cuda" #} -- Friends -import Foreign.CUDA.Internal.C2HS +import Foreign.CUDA.Ptr import Foreign.CUDA.Driver.Error import Foreign.CUDA.Driver.Stream (Stream(..)) +import Foreign.CUDA.Internal.C2HS -- System import Unsafe.Coerce -import Control.Monad (liftM) +import Control.Applicative import Control.Exception.Extensible import Foreign.C @@ -58,50 +61,18 @@ } CUmemhostalloc_option; #endc + -------------------------------------------------------------------------------- --- Data Types +-- Host Allocation -------------------------------------------------------------------------------- -- | --- A reference to memory allocated on the device --- -newtype DevicePtr a = DevicePtr { useDevicePtr :: {# type CUdeviceptr #}} - -instance Storable (DevicePtr a) where - sizeOf _ = sizeOf (undefined :: {# type CUdeviceptr #}) - alignment _ = alignment (undefined :: {# type CUdeviceptr #}) - peek p = DevicePtr `fmap` peek (castPtr p) - poke p v = poke (castPtr p) (useDevicePtr v) - - --- | --- A reference to memory on the host that is page-locked and directly-accessible --- from the device. Since the memory can be accessed directly, it can be read or --- written at a much higher bandwidth than pageable memory from the traditional --- malloc. --- --- The driver automatically accelerates calls to functions such as `memcpy' --- which reference page-locked memory. --- -newtype HostPtr a = HostPtr { useHostPtr :: Ptr a } - --- | --- Unwrap a host pointer and execute a computation using the base pointer object --- -withHostPtr :: HostPtr a -> (Ptr a -> IO b) -> IO b -withHostPtr p f = f (useHostPtr p) - --- | -- Options for host allocation -- {# enum CUmemhostalloc_option as AllocFlag { underscoreToCase } with prefix="CU_MEMHOSTALLOC_OPTION" deriving (Eq, Show) #} --------------------------------------------------------------------------------- --- Host Allocation --------------------------------------------------------------------------------- - -- | -- Allocate a section of linear memory on the host which is page-locked and -- directly accessible from the device. The storage is sufficient to hold the @@ -138,14 +109,6 @@ useHP = castPtr . useHostPtr --- | --- The constant 'nullHostPtr' contains the distinguished memory location that is --- not associated with a valid memory location --- -nullHostPtr :: HostPtr a -nullHostPtr = HostPtr nullPtr - - -------------------------------------------------------------------------------- -- Device Allocation -------------------------------------------------------------------------------- @@ -162,11 +125,10 @@ doMalloc x n = resultIfOk =<< cuMemAlloc (n * sizeOf x) {# fun unsafe cuMemAlloc - { alloca'- `DevicePtr a' peekDP* - , `Int' } -> `Status' cToEnum #} + { alloca'- `DevicePtr a' peekDevPtr* + , `Int' } -> `Status' cToEnum #} where - alloca' = F.alloca - peekDP = liftM DevicePtr . peek + alloca' = F.alloca -- | @@ -189,15 +151,7 @@ free dp = nothingIfOk =<< cuMemFree dp {# fun unsafe cuMemFree - { useDevicePtr `DevicePtr a' } -> `Status' cToEnum #} - - --- | --- The constant 'nullDevPtr' contains the distinguished memory location that is --- not associated with a valid memory location --- -nullDevPtr :: DevicePtr a -nullDevPtr = DevicePtr 0 + { useDeviceHandle `DevicePtr a' } -> `Status' cToEnum #} -------------------------------------------------------------------------------- @@ -215,9 +169,9 @@ doPeek x _ = nothingIfOk =<< cuMemcpyDtoH hptr dptr (n * sizeOf x) {# fun unsafe cuMemcpyDtoH - { castPtr `Ptr a' - , useDevicePtr `DevicePtr a' - , `Int' } -> `Status' cToEnum #} + { castPtr `Ptr a' + , useDeviceHandle `DevicePtr a' + , `Int' } -> `Status' cToEnum #} -- | @@ -234,10 +188,10 @@ Just st -> cuMemcpyDtoHAsync hptr dptr (n * sizeOf x) st {# fun unsafe cuMemcpyDtoHAsync - { useHP `HostPtr a' - , useDevicePtr `DevicePtr a' - , `Int' - , useStream `Stream' } -> `Status' cToEnum #} + { useHP `HostPtr a' + , useDeviceHandle `DevicePtr a' + , `Int' + , useStream `Stream' } -> `Status' cToEnum #} where useHP = castPtr . useHostPtr @@ -264,9 +218,9 @@ doPoke x _ = nothingIfOk =<< cuMemcpyHtoD dptr hptr (n * sizeOf x) {# fun unsafe cuMemcpyHtoD - { useDevicePtr `DevicePtr a' - , castPtr `Ptr a' - , `Int' } -> `Status' cToEnum #} + { useDeviceHandle `DevicePtr a' + , castPtr `Ptr a' + , `Int' } -> `Status' cToEnum #} -- | @@ -283,10 +237,10 @@ Just st -> cuMemcpyHtoDAsync dptr hptr (n * sizeOf x) st {# fun unsafe cuMemcpyHtoDAsync - { useDevicePtr `DevicePtr a' - , useHP `HostPtr a' - , `Int' - , useStream `Stream' } -> `Status' cToEnum #} + { useDeviceHandle `DevicePtr a' + , useHP `HostPtr a' + , `Int' + , useStream `Stream' } -> `Status' cToEnum #} where useHP = castPtr . useHostPtr @@ -313,9 +267,9 @@ docopy x src dst = nothingIfOk =<< cuMemcpyDtoD dst src (n * sizeOf x) {# fun unsafe cuMemcpyDtoD - { useDevicePtr `DevicePtr a' - , useDevicePtr `DevicePtr a' - , `Int' } -> `Status' cToEnum #} + { useDeviceHandle `DevicePtr a' + , useDeviceHandle `DevicePtr a' + , `Int' } -> `Status' cToEnum #} -------------------------------------------------------------------------------- @@ -323,20 +277,29 @@ -------------------------------------------------------------------------------- -- | --- Write a list of storable elements into a newly allocated device array. Note --- that this requires two memory copies: firstly from a Haskell list to a heap --- allocated array, and from there onto the graphics device. The memory should --- be 'free'd when no longer required. +-- Write a list of storable elements into a newly allocated device array, +-- returning the device pointer together with the number of elements that were +-- written. Note that this requires two memory copies: firstly from a Haskell +-- list to a heap allocated array, and from there onto the graphics device. The +-- memory should be 'free'd when no longer required. -- -newListArray :: Storable a => [a] -> IO (DevicePtr a) -newListArray xs = +newListArrayLen :: Storable a => [a] -> IO (DevicePtr a, Int) +newListArrayLen xs = F.withArrayLen xs $ \len p -> bracketOnError (mallocArray len) free $ \d_xs -> do pokeArray len p d_xs - return d_xs + return (d_xs, len) -- | +-- Write a list of storable elements into a newly allocated device array. This +-- is 'newListArrayLen' composed with 'fst'. +-- +newListArray :: Storable a => [a] -> IO (DevicePtr a) +newListArray xs = fst `fmap` newListArrayLen xs + + +-- | -- Temporarily store a list of elements into a newly allocated device array. An -- IO action is applied to to the array, the result of which is returned. -- Similar to 'newListArray', this requires copying the data twice. @@ -355,13 +318,11 @@ -- withListArrayLen :: Storable a => [a] -> (Int -> DevicePtr a -> IO b) -> IO b withListArrayLen xs f = - allocaArray len $ \d_xs -> do - F.allocaArray len $ \h_xs -> do - F.pokeArray h_xs xs - pokeArray len h_xs d_xs - f len d_xs - where - len = length xs + bracket (newListArrayLen xs) (free . fst) (uncurry . flip $ f) +-- +-- XXX: Will this attempt to double-free the device array on error (together +-- with newListArrayLen)? +-- -------------------------------------------------------------------------------- @@ -384,19 +345,19 @@ -- into the integer type required by the setting functions. -- {# fun unsafe cuMemsetD8 - { useDevicePtr `DevicePtr a' - , unsafeCoerce `a' - , `Int' } -> `Status' cToEnum #} + { useDeviceHandle `DevicePtr a' + , unsafeCoerce `a' + , `Int' } -> `Status' cToEnum #} {# fun unsafe cuMemsetD16 - { useDevicePtr `DevicePtr a' - , unsafeCoerce `a' - , `Int' } -> `Status' cToEnum #} + { useDeviceHandle `DevicePtr a' + , unsafeCoerce `a' + , `Int' } -> `Status' cToEnum #} {# fun unsafe cuMemsetD32 - { useDevicePtr `DevicePtr a' - , unsafeCoerce `a' - , `Int' } -> `Status' cToEnum #} + { useDeviceHandle `DevicePtr a' + , unsafeCoerce `a' + , `Int' } -> `Status' cToEnum #} -- | @@ -409,11 +370,25 @@ getDevicePtr flags hp = resultIfOk =<< cuMemHostGetDevicePointer hp flags {# fun unsafe cuMemHostGetDevicePointer - { alloca'- `DevicePtr a' peekDP* + { alloca'- `DevicePtr a' peekDevPtr* , useHP `HostPtr a' - , combineBitMasks `[AllocFlag]' } -> `Status' cToEnum #} + , combineBitMasks `[AllocFlag]' } -> `Status' cToEnum #} where - alloca' = F.alloca - useHP = castPtr . useHostPtr - peekDP = liftM DevicePtr . peek + alloca' = F.alloca + useHP = castPtr . useHostPtr + + +-------------------------------------------------------------------------------- +-- Internal +-------------------------------------------------------------------------------- + +-- Lift an opaque handle to a typed DevicePtr representation +-- +peekDevPtr :: Ptr {# type CUdeviceptr #} -> IO (DevicePtr a) +peekDevPtr p = DevicePtr . intPtrToPtr . fromIntegral <$> peek p + +-- Use a device pointer as an opaque handle type +-- +useDeviceHandle :: DevicePtr a -> {# type CUdeviceptr #} +useDeviceHandle = fromIntegral . ptrToIntPtr . useDevicePtr diff --git a/Foreign/CUDA/Driver/Module.chs b/Foreign/CUDA/Driver/Module.chs --- a/Foreign/CUDA/Driver/Module.chs +++ b/Foreign/CUDA/Driver/Module.chs @@ -2,7 +2,7 @@ -------------------------------------------------------------------------------- -- | -- Module : Foreign.CUDA.Driver.Module --- Copyright : (c) 2009 Trevor L. McDonell +-- Copyright : (c) [2009..2010] Trevor L. McDonell -- License : BSD -- -- Module management for low-level driver interface @@ -13,7 +13,8 @@ ( Module, JITOption(..), JITTarget(..), JITResult(..), - getFun, loadFile, loadData, loadDataEx, unload + getFun, getPtr, getTex, + loadFile, loadData, loadDataEx, unload ) where @@ -21,9 +22,12 @@ {# context lib="cuda" #} -- Friends -import Foreign.CUDA.Internal.C2HS +import Foreign.CUDA.Ptr import Foreign.CUDA.Driver.Error import Foreign.CUDA.Driver.Exec +import Foreign.CUDA.Driver.Marshal (peekDevPtr) +import Foreign.CUDA.Driver.Texture +import Foreign.CUDA.Internal.C2HS -- System import Foreign @@ -99,16 +103,42 @@ -- | +-- Return a global pointer, and size of the global (in bytes) +-- +getPtr :: Module -> String -> IO (DevicePtr a, Int) +getPtr mdl name = do + (status,dptr,bytes) <- cuModuleGetGlobal mdl name + resultIfOk (status,(dptr,bytes)) + +{# fun unsafe cuModuleGetGlobal + { alloca- `DevicePtr a' peekDevPtr* + , alloca- `Int' peekIntConv* + , useModule `Module' + , withCString* `String' } -> `Status' cToEnum #} + + +-- | +-- Return a handle to a texture reference +-- +getTex :: Module -> String -> IO Texture +getTex mdl name = resultIfOk =<< cuModuleGetTexRef mdl name + +{# fun unsafe cuModuleGetTexRef + { alloca- `Texture' peekTex* + , useModule `Module' + , withCString* `String' } -> `Status' cToEnum #} + + +-- | -- Load the contents of the specified file (either a ptx or cubin file) to -- create a new module, and load that module into the current context -- -loadFile :: String -> IO Module +loadFile :: FilePath -> IO Module loadFile ptx = resultIfOk =<< cuModuleLoad ptx {# fun unsafe cuModuleLoad - { alloca- `Module' peekMod* - , withCString* `String' } -> `Status' cToEnum #} - where peekMod = liftM Module . peek + { alloca- `Module' peekMod* + , withCString* `FilePath' } -> `Status' cToEnum #} -- | @@ -120,16 +150,13 @@ loadData img = resultIfOk =<< cuModuleLoadData img {# fun unsafe cuModuleLoadData - { alloca- `Module' peekMod* - , useBS* `ByteString' } -> ` Status' cToEnum #} - where - peekMod = liftM Module . peek - useBS bs act = B.useAsCString bs $ \p -> act (castPtr p) + { alloca- `Module' peekMod* + , useByteString* `ByteString' } -> ` Status' cToEnum #} -- | -- Load a module with online compiler options. The actual attributes of the --- compiled kernel can be probed using `requirements'. +-- compiled kernel can be probed using 'requires'. -- loadDataEx :: ByteString -> [JITOption] -> IO (Module, JITResult) loadDataEx img options = @@ -161,14 +188,11 @@ {# fun unsafe cuModuleLoadDataEx - { alloca- `Module' peekMod* - , useBS* `ByteString' - , `Int' - , id `Ptr CInt' - , id `Ptr (Ptr ())' } -> `Status' cToEnum #} - where - peekMod = liftM Module . peek - useBS bs act = B.useAsCString bs $ \p -> act (castPtr p) + { alloca- `Module' peekMod* + , useByteString* `ByteString' + , `Int' + , id `Ptr CInt' + , id `Ptr (Ptr ())' } -> `Status' cToEnum #} -- | @@ -179,4 +203,15 @@ {# fun unsafe cuModuleUnload { useModule `Module' } -> `Status' cToEnum #} + + +-------------------------------------------------------------------------------- +-- Internal +-------------------------------------------------------------------------------- + +peekMod :: Ptr {# type CUmodule #} -> IO Module +peekMod = liftM Module . peek + +useByteString :: ByteString -> (Ptr a -> IO b) -> IO b +useByteString bs act = B.useAsCString bs $ \p -> act (castPtr p) diff --git a/Foreign/CUDA/Driver/Stream.chs b/Foreign/CUDA/Driver/Stream.chs --- a/Foreign/CUDA/Driver/Stream.chs +++ b/Foreign/CUDA/Driver/Stream.chs @@ -2,7 +2,7 @@ -------------------------------------------------------------------------------- -- | -- Module : Foreign.CUDA.Driver.Stream --- Copyright : (c) 2009 Trevor L. McDonell +-- Copyright : (c) [2009..2010] Trevor L. McDonell -- License : BSD -- -- Stream management for low-level driver interface diff --git a/Foreign/CUDA/Driver/Texture.chs b/Foreign/CUDA/Driver/Texture.chs new file mode 100644 --- /dev/null +++ b/Foreign/CUDA/Driver/Texture.chs @@ -0,0 +1,235 @@ +{-# LANGUAGE ForeignFunctionInterface #-} +-------------------------------------------------------------------------------- +-- | +-- Module : Foreign.CUDA.Driver.Texture +-- Copyright : (c) [2009..2010] Trevor L. McDonell +-- License : BSD +-- +-- Texture management for low-level driver interface +-- +-------------------------------------------------------------------------------- + +module Foreign.CUDA.Driver.Texture + ( + Texture(..), Format(..), AddressMode(..), FilterMode(..), ReadMode(..), + create, destroy, bind, bind2D, + getAddressMode, getFilterMode, getFormat, + setAddressMode, setFilterMode, setFormat, setReadMode, + + -- Internal + peekTex + ) + where + +#include +#include "cbits/stubs.h" +{# context lib="cuda" #} + +-- Friends +import Foreign.CUDA.Ptr +import Foreign.CUDA.Driver.Error +import Foreign.CUDA.Driver.Marshal +import Foreign.CUDA.Internal.C2HS + +-- System +import Foreign +import Foreign.C +import Control.Monad + + +-------------------------------------------------------------------------------- +-- Data Types +-------------------------------------------------------------------------------- + +-- |A texture reference +-- +newtype Texture = Texture { useTexture :: {# type CUtexref #}} + +instance Storable Texture where + sizeOf _ = sizeOf (undefined :: {# type CUtexref #}) + alignment _ = alignment (undefined :: {# type CUtexref #}) + peek p = Texture `fmap` peek (castPtr p) + poke p t = poke (castPtr p) (useTexture t) + +-- |Texture reference addressing modes +-- +{# enum CUaddress_mode as AddressMode + { underscoreToCase } + with prefix="CU_TR_ADDRESS_MODE" deriving (Eq, Show) #} + +-- |Texture reference filtering mode +-- +{# enum CUfilter_mode as FilterMode + { underscoreToCase } + with prefix="CU_TR_FILTER_MODE" deriving (Eq, Show) #} + +-- |Texture read mode options +-- +#c +typedef enum CUtexture_flag_enum { + CU_TEXTURE_FLAG_READ_AS_INTEGER = CU_TRSF_READ_AS_INTEGER, + CU_TEXTURE_FLAG_NORMALIZED_COORDINATES = CU_TRSF_NORMALIZED_COORDINATES +} CUtexture_flag; +#endc + +{# enum CUtexture_flag as ReadMode + { underscoreToCase } + with prefix="CU_TEXTURE_FLAG" deriving (Eq, Show) #} + +-- |Texture data formats +-- +{# enum CUarray_format as Format + { underscoreToCase + , UNSIGNED_INT8 as Word8 + , UNSIGNED_INT16 as Word16 + , UNSIGNED_INT32 as Word32 + , SIGNED_INT8 as Int8 + , SIGNED_INT16 as Int16 + , SIGNED_INT32 as Int32 } + with prefix="CU_AD_FORMAT" deriving (Eq, Show) #} + + +-------------------------------------------------------------------------------- +-- Texture management +-------------------------------------------------------------------------------- + +-- |Create a new texture reference. Once created, the application must call +-- 'setPtr' to associate the reference with allocated memory. Other texture +-- reference functions are used to specify the format and interpretation to be +-- used when the memory is read through this reference. +-- +create :: IO Texture +create = resultIfOk =<< cuTexRefCreate + +{# fun unsafe cuTexRefCreate + { alloca- `Texture' peekTex* } -> `Status' cToEnum #} + + +-- |Destroy a texture reference +-- +destroy :: Texture -> IO () +destroy tex = nothingIfOk =<< cuTexRefDestroy tex + +{# fun unsafe cuTexRefDestroy + { useTexture `Texture' } -> `Status' cToEnum #} + + +-- |Bind a linear array address of the given size (bytes) as a texture +-- reference. Any previously bound references are unbound. +-- +bind :: Texture -> DevicePtr a -> Int64 -> IO () +bind tex dptr bytes = nothingIfOk =<< cuTexRefSetAddress tex dptr bytes + +{# fun unsafe cuTexRefSetAddress + { alloca- `Int' + , useTexture `Texture' + , useDeviceHandle `DevicePtr a' + , `Int64' } -> `Status' cToEnum #} + + +-- |Bind a linear address range to the given texture reference as a +-- two-dimensional arena. Any previously bound reference is unbound. Note that +-- calls to 'setFormat' can not follow a call to 'bind2D' for the same texture +-- reference. +-- +bind2D :: Texture -> Format -> Int -> DevicePtr a -> (Int,Int) -> Int64 -> IO () +bind2D tex fmt chn dptr (width,height) pitch = + nothingIfOk =<< cuTexRefSetAddress2DSimple tex fmt chn dptr width height pitch + +{# fun unsafe cuTexRefSetAddress2DSimple + { useTexture `Texture' + , cFromEnum `Format' + , `Int' + , useDeviceHandle `DevicePtr a' + , `Int' + , `Int' + , `Int64' } -> `Status' cToEnum #} + + +-- |Get the addressing mode used by a texture reference, corresponding to the +-- given dimension (currently the only supported dimension values are 0 or 1). +-- +getAddressMode :: Texture -> Int -> IO AddressMode +getAddressMode tex dim = resultIfOk =<< cuTexRefGetAddressMode tex dim + +{# fun unsafe cuTexRefGetAddressMode + { alloca- `AddressMode' peekEnum* + , useTexture `Texture' + , `Int' } -> `Status' cToEnum #} + + +-- |Get the filtering mode used by a texture reference +-- +getFilterMode :: Texture -> IO FilterMode +getFilterMode tex = resultIfOk =<< cuTexRefGetFilterMode tex + +{# fun unsafe cuTexRefGetFilterMode + { alloca- `FilterMode' peekEnum* + , useTexture `Texture' } -> `Status' cToEnum #} + + +-- |Get the data format and number of channel components of the bound texture +-- +getFormat :: Texture -> IO (Format, Int) +getFormat tex = do + (status,fmt,dim) <- cuTexRefGetFormat tex + resultIfOk (status,(fmt,dim)) + +{# fun unsafe cuTexRefGetFormat + { alloca- `Format' peekEnum* + , alloca- `Int' peekIntConv* + , useTexture `Texture' } -> `Status' cToEnum #} + + +-- |Specify the addressing mode for the given dimension of a texture reference +-- +setAddressMode :: Texture -> Int -> AddressMode -> IO () +setAddressMode tex dim mode = nothingIfOk =<< cuTexRefSetAddressMode tex dim mode + +{# fun unsafe cuTexRefSetAddressMode + { useTexture `Texture' + , `Int' + , cFromEnum `AddressMode' } -> `Status' cToEnum #} + + +-- |Specify the filtering mode to be used when reading memory through a texture +-- reference +-- +setFilterMode :: Texture -> FilterMode -> IO () +setFilterMode tex mode = nothingIfOk =<< cuTexRefSetFilterMode tex mode + +{# fun unsafe cuTexRefSetFilterMode + { useTexture `Texture' + , cFromEnum `FilterMode' } -> `Status' cToEnum #} + + +-- |Specify additional characteristics for reading and indexing the texture +-- reference +-- +setReadMode :: Texture -> ReadMode -> IO () +setReadMode tex mode = nothingIfOk =<< cuTexRefSetFlags tex mode + +{# fun unsafe cuTexRefSetFlags + { useTexture `Texture' + , cFromEnum `ReadMode' } -> `Status' cToEnum #} + + +-- |Specify the format of the data and number of packed components per element +-- to be read by the texture reference +-- +setFormat :: Texture -> Format -> Int -> IO () +setFormat tex fmt chn = nothingIfOk =<< cuTexRefSetFormat tex fmt chn + +{# fun unsafe cuTexRefSetFormat + { useTexture `Texture' + , cFromEnum `Format' + , `Int' } -> `Status' cToEnum #} + + +-------------------------------------------------------------------------------- +-- Internal +-------------------------------------------------------------------------------- + +peekTex :: Ptr {# type CUtexref #} -> IO Texture +peekTex = liftM Texture . peek + diff --git a/Foreign/CUDA/Driver/Utils.chs b/Foreign/CUDA/Driver/Utils.chs --- a/Foreign/CUDA/Driver/Utils.chs +++ b/Foreign/CUDA/Driver/Utils.chs @@ -2,7 +2,7 @@ -------------------------------------------------------------------------------- -- | -- Module : Foreign.CUDA.Driver.Utils --- Copyright : (c) 2009 Trevor L. McDonell +-- Copyright : (c) [2009..2010] Trevor L. McDonell -- License : BSD -- -- Utility functions diff --git a/Foreign/CUDA/Internal/Offsets.hsc b/Foreign/CUDA/Internal/Offsets.hsc --- a/Foreign/CUDA/Internal/Offsets.hsc +++ b/Foreign/CUDA/Internal/Offsets.hsc @@ -19,6 +19,15 @@ devMaxThreadDimOffset = #{offset struct cudaDeviceProp, maxThreadsDim} devMaxGridSizeOffset = #{offset struct cudaDeviceProp, maxGridSize} +#if CUDART_VERSION >= 3000 +devMaxTexture2DOffset, devMaxTexture3DOffset :: Int +devMaxTexture2DOffset = #{offset struct cudaDeviceProp, maxTexture2D} +devMaxTexture3DOffset = #{offset struct cudaDeviceProp, maxTexture3D} +#endif + +texRefAddressModeOffset, texRefChannelDescOffset :: Int +texRefAddressModeOffset = #{offset struct textureReference, addressMode} +texRefChannelDescOffset = #{offset struct textureReference, channelDesc} -------------------------------------------------------------------------------- -- Driver API diff --git a/Foreign/CUDA/Ptr.hs b/Foreign/CUDA/Ptr.hs new file mode 100644 --- /dev/null +++ b/Foreign/CUDA/Ptr.hs @@ -0,0 +1,174 @@ +-------------------------------------------------------------------------------- +-- | +-- Module : Foreign.CUDA.Ptr +-- Copyright : (c) [2009..2010] Trevor L. McDonell +-- License : BSD +-- +-- A common interface for host and device pointers. While it is possible mix the +-- Driver and Runtime environments with CUDA versions >= 3.0, it is still a good +-- idea to pick one interface and stick to it. +-- +-------------------------------------------------------------------------------- + +module Foreign.CUDA.Ptr + where + +-- System +import Foreign.Ptr +import Foreign.Storable + + +-------------------------------------------------------------------------------- +-- Device Pointer +-------------------------------------------------------------------------------- + +-- | +-- A reference to data stored on the device +-- +data DevicePtr a = DevicePtr { useDevicePtr :: Ptr a } + deriving (Eq,Ord) + +instance Show (DevicePtr a) where + showsPrec n (DevicePtr p) = showsPrec n p + +instance Storable (DevicePtr a) where + sizeOf _ = sizeOf (undefined :: Ptr a) + alignment _ = alignment (undefined :: Ptr a) + peek p = DevicePtr `fmap` peek (castPtr p) + poke p v = poke (castPtr p) (useDevicePtr v) + + +-- | +-- Look at the contents of device memory. This takes an IO action that will be +-- applied to that pointer, the result of which is returned. It would be silly +-- to return the pointer from the action. +-- +withDevicePtr :: DevicePtr a -> (Ptr a -> IO b) -> IO b +withDevicePtr p f = f (useDevicePtr p) + +-- | +-- Return a unique handle associated with the given device pointer +-- +devPtrToWordPtr :: DevicePtr a -> WordPtr +devPtrToWordPtr = ptrToWordPtr . useDevicePtr + +-- | +-- Return a device pointer from the given handle +-- +wordPtrToDevPtr :: WordPtr -> DevicePtr a +wordPtrToDevPtr = DevicePtr . wordPtrToPtr + +-- | +-- The constant 'nullDevPtr' contains the distinguished memory location that is +-- not associated with a valid memory location +-- +nullDevPtr :: DevicePtr a +nullDevPtr = DevicePtr nullPtr + +-- | +-- Cast a device pointer from one type to another +-- +castDevPtr :: DevicePtr a -> DevicePtr b +castDevPtr (DevicePtr p) = DevicePtr (castPtr p) + +-- | +-- Advance the pointer address by the given offset in bytes. +-- +plusDevPtr :: DevicePtr a -> Int -> DevicePtr a +plusDevPtr (DevicePtr p) d = DevicePtr (p `plusPtr` d) + +-- | +-- Given an alignment constraint, align the device pointer to the next highest +-- address satisfying the constraint +-- +alignDevPtr :: DevicePtr a -> Int -> DevicePtr a +alignDevPtr (DevicePtr p) i = DevicePtr (p `alignPtr` i) + +-- | +-- Compute the difference between the second and first argument. This fulfils +-- the relation +-- +-- > p2 == p1 `plusDevPtr` (p2 `minusDevPtr` p1) +-- +minusDevPtr :: DevicePtr a -> DevicePtr a -> Int +minusDevPtr (DevicePtr a) (DevicePtr b) = a `minusPtr` b + +-- | +-- Advance a pointer into a device array by the given number of elements +-- +advanceDevPtr :: Storable a => DevicePtr a -> Int -> DevicePtr a +advanceDevPtr = doAdvance undefined + where + doAdvance :: Storable a' => a' -> DevicePtr a' -> Int -> DevicePtr a' + doAdvance x p i = p `plusDevPtr` (i * sizeOf x) + + +-------------------------------------------------------------------------------- +-- Host Pointer +-------------------------------------------------------------------------------- + +-- | +-- A reference to page-locked host memory +-- +data HostPtr a = HostPtr { useHostPtr :: Ptr a } + deriving (Eq,Ord) + +instance Show (HostPtr a) where + showsPrec n (HostPtr p) = showsPrec n p + +instance Storable (HostPtr a) where + sizeOf _ = sizeOf (undefined :: Ptr a) + alignment _ = alignment (undefined :: Ptr a) + peek p = HostPtr `fmap` peek (castPtr p) + poke p v = poke (castPtr p) (useHostPtr v) + + +-- | +-- Apply an IO action to the memory reference living inside the host pointer +-- object. All uses of the pointer should be inside the 'withHostPtr' bracket. +-- +withHostPtr :: HostPtr a -> (Ptr a -> IO b) -> IO b +withHostPtr p f = f (useHostPtr p) + + +-- | +-- The constant 'nullHostPtr' contains the distinguished memory location that is +-- not associated with a valid memory location +-- +nullHostPtr :: HostPtr a +nullHostPtr = HostPtr nullPtr + +-- | +-- Cast a host pointer from one type to another +-- +castHostPtr :: HostPtr a -> HostPtr b +castHostPtr (HostPtr p) = HostPtr (castPtr p) + +-- | +-- Advance the pointer address by the given offset in bytes +-- +plusHostPtr :: HostPtr a -> Int -> HostPtr a +plusHostPtr (HostPtr p) d = HostPtr (p `plusPtr` d) + +-- | +-- Given an alignment constraint, align the host pointer to the next highest +-- address satisfying the constraint +-- +alignHostPtr :: HostPtr a -> Int -> HostPtr a +alignHostPtr (HostPtr p) i = HostPtr (p `alignPtr` i) + +-- | +-- Compute the difference between the second and first argument +-- +minusHostPtr :: HostPtr a -> HostPtr a -> Int +minusHostPtr (HostPtr a) (HostPtr b) = a `minusPtr` b + +-- | +-- Advance a pointer into a host array by a given number of elements +-- +advanceHostPtr :: Storable a => HostPtr a -> Int -> HostPtr a +advanceHostPtr = doAdvance undefined + where + doAdvance :: Storable a' => a' -> HostPtr a' -> Int -> HostPtr a' + doAdvance x p i = p `plusHostPtr` (i * sizeOf x) + diff --git a/Foreign/CUDA/Runtime.hs b/Foreign/CUDA/Runtime.hs --- a/Foreign/CUDA/Runtime.hs +++ b/Foreign/CUDA/Runtime.hs @@ -1,7 +1,7 @@ -------------------------------------------------------------------------------- -- | -- Module : Foreign.CUDA.Runtime --- Copyright : (c) 2009 Trevor L. McDonell +-- Copyright : (c) [2009..2010] Trevor L. McDonell -- License : BSD -- -- Top level bindings to the C-for-CUDA runtime API @@ -10,21 +10,21 @@ module Foreign.CUDA.Runtime ( + module Foreign.CUDA.Ptr, module Foreign.CUDA.Runtime.Device, module Foreign.CUDA.Runtime.Error, module Foreign.CUDA.Runtime.Exec, module Foreign.CUDA.Runtime.Marshal, - module Foreign.CUDA.Runtime.Ptr, module Foreign.CUDA.Runtime.Thread, module Foreign.CUDA.Runtime.Utils ) where +import Foreign.CUDA.Ptr import Foreign.CUDA.Runtime.Device import Foreign.CUDA.Runtime.Error import Foreign.CUDA.Runtime.Exec import Foreign.CUDA.Runtime.Marshal -import Foreign.CUDA.Runtime.Ptr import Foreign.CUDA.Runtime.Thread import Foreign.CUDA.Runtime.Utils diff --git a/Foreign/CUDA/Runtime/Device.chs b/Foreign/CUDA/Runtime/Device.chs --- a/Foreign/CUDA/Runtime/Device.chs +++ b/Foreign/CUDA/Runtime/Device.chs @@ -2,7 +2,7 @@ -------------------------------------------------------------------------------- -- | -- Module : Foreign.CUDA.Runtime.Device --- Copyright : (c) 2009 Trevor L. McDonell +-- Copyright : (c) [2009..2010] Trevor L. McDonell -- License : BSD -- -- Device management routines @@ -22,6 +22,7 @@ {# context lib="cudart" #} -- Friends +import Foreign.CUDA.Analysis.Device import Foreign.CUDA.Runtime.Error import Foreign.CUDA.Internal.C2HS import Foreign.CUDA.Internal.Offsets @@ -35,11 +36,14 @@ typedef enum { - cudaDeviceFlagScheduleAuto = cudaDeviceScheduleAuto, - cudaDeviceFlagScheduleSpin = cudaDeviceScheduleSpin, - cudaDeviceFlagScheduleYield = cudaDeviceScheduleYield, - cudaDeviceFlagBlockingSync = cudaDeviceBlockingSync, - cudaDeviceFlagMapHost = cudaDeviceMapHost + cudaDeviceFlagScheduleAuto = cudaDeviceScheduleAuto, + cudaDeviceFlagScheduleSpin = cudaDeviceScheduleSpin, + cudaDeviceFlagScheduleYield = cudaDeviceScheduleYield, + cudaDeviceFlagBlockingSync = cudaDeviceBlockingSync, + cudaDeviceFlagMapHost = cudaDeviceMapHost, +#if CUDART_VERSION >= 3000 + cudaDeviceFlagLMemResizeToMax = cudaDeviceLmemResizeToMax +#endif } cudaDeviceFlags; #endc @@ -50,11 +54,6 @@ {# pointer *cudaDeviceProp as ^ foreign -> DeviceProperties nocode #} --- | --- The compute mode the device is currently in --- -{# enum cudaComputeMode as ComputeMode { } - with prefix="cudaComputeMode" deriving (Eq, Show) #} -- | -- Device execution flags @@ -62,38 +61,12 @@ {# enum cudaDeviceFlags as DeviceFlag { } with prefix="cudaDeviceFlag" deriving (Eq, Show) #} --- | --- The properties of a compute device --- -data DeviceProperties = DeviceProperties - { - deviceName :: String, -- ^ Identifier - computeCapability :: Double, -- ^ Supported compute capability - totalGlobalMem :: Int64, -- ^ Available global memory on the device in bytes - totalConstMem :: Int64, -- ^ Available constant memory on the device in bytes - sharedMemPerBlock :: Int64, -- ^ Available shared memory per block in bytes - regsPerBlock :: Int, -- ^ 32-bit registers per block - warpSize :: Int, -- ^ Warp size in threads - maxThreadsPerBlock :: Int, -- ^ Max number of threads per block - maxThreadsDim :: (Int,Int,Int), -- ^ Max size of each dimension of a block - maxGridSize :: (Int,Int,Int), -- ^ Max size of each dimension of a grid - clockRate :: Int, -- ^ Clock frequency in kilohertz - multiProcessorCount :: Int, -- ^ Number of multiprocessors on the device - memPitch :: Int64, -- ^ Max pitch in bytes allowed by memory copies - textureAlignment :: Int64, -- ^ Alignment requirement for textures - computeMode :: ComputeMode, - deviceOverlap :: Bool, -- ^ Device can concurrently copy memory and execute a kernel - kernelExecTimeoutEnabled :: Bool, -- ^ Whether there is a runtime limit on kernels - integrated :: Bool, -- ^ As opposed to discrete - canMapHostMemory :: Bool -- ^ Device can use pinned memory - } - deriving (Show) - instance Storable DeviceProperties where sizeOf _ = {#sizeof cudaDeviceProp#} alignment _ = alignment (undefined :: Ptr ()) + poke _ _ = error "no instance for Foreign.Storable.poke DeviceProperties" peek p = do gm <- cIntConv `fmap` {#get cudaDeviceProp.totalGlobalMem#} p sm <- cIntConv `fmap` {#get cudaDeviceProp.sharedMemPerBlock#} p @@ -112,6 +85,10 @@ tg <- cToBool `fmap` {#get cudaDeviceProp.integrated#} p hm <- cToBool `fmap` {#get cudaDeviceProp.canMapHostMemory#} p md <- cToEnum `fmap` {#get cudaDeviceProp.computeMode#} p +#if CUDART_VERSION >= 3000 + ck <- cToBool `fmap` {#get cudaDeviceProp.concurrentKernels#} p + u1 <- cIntConv `fmap` {#get cudaDeviceProp.maxTexture1D#} p +#endif -- -- C->Haskell returns the wrong type when accessing static arrays in @@ -121,6 +98,10 @@ n <- peekCString (p `plusPtr` devNameOffset) (t1:t2:t3:_) <- map cIntConv `fmap` peekArray 3 (p `plusPtr` devMaxThreadDimOffset :: Ptr CInt) (g1:g2:g3:_) <- map cIntConv `fmap` peekArray 3 (p `plusPtr` devMaxGridSizeOffset :: Ptr CInt) +#if CUDART_VERSION >= 3000 + (u21:u22:_) <- map cIntConv `fmap` peekArray 2 (p `plusPtr` devMaxTexture2DOffset :: Ptr CInt) + (u31:u32:u33:_) <- map cIntConv `fmap` peekArray 3 (p `plusPtr` devMaxTexture3DOffset :: Ptr CInt) +#endif return DeviceProperties { @@ -132,7 +113,7 @@ regsPerBlock = rb, warpSize = ws, maxThreadsPerBlock = tb, - maxThreadsDim = (t1,t2,t3), + maxBlockSize = (t1,t2,t3), maxGridSize = (g1,g2,g3), clockRate = cl, multiProcessorCount = pc, @@ -140,6 +121,13 @@ textureAlignment = ta, computeMode = md, deviceOverlap = ov, +#if CUDART_VERSION >= 3000 + concurrentKernels = ck, + eccEnabled = False, -- not visible from runtime API + maxTextureDim1D = u1, + maxTextureDim2D = (u21,u22), + maxTextureDim3D = (u31,u32,u33), +#endif kernelExecTimeoutEnabled = ke, integrated = tg, canMapHostMemory = hm diff --git a/Foreign/CUDA/Runtime/Error.chs b/Foreign/CUDA/Runtime/Error.chs --- a/Foreign/CUDA/Runtime/Error.chs +++ b/Foreign/CUDA/Runtime/Error.chs @@ -2,7 +2,7 @@ -------------------------------------------------------------------------------- -- | -- Module : Foreign.CUDA.Runtime.Error --- Copyright : (c) 2009 Trevor L. McDonell +-- Copyright : (c) [2009..2010] Trevor L. McDonell -- License : BSD -- -- Error handling functions @@ -27,6 +27,7 @@ import Data.Typeable import Control.Exception.Extensible +#include "cbits/stubs.h" #include {# context lib="cudart" #} @@ -47,7 +48,7 @@ -------------------------------------------------------------------------------- data CUDAException - = ExitCode Status + = ExitCode Status | UserError String deriving Typeable @@ -72,7 +73,7 @@ -- | -- Return the descriptive string associated with a particular error code -- -{# fun pure unsafe cudaGetErrorString as describe +{# fun pure unsafe cudaGetErrorStringWrapper as describe { cFromEnum `Status' } -> `String' #} -- -- Logically, this must be a pure function, returning a pointer to a statically diff --git a/Foreign/CUDA/Runtime/Event.chs b/Foreign/CUDA/Runtime/Event.chs --- a/Foreign/CUDA/Runtime/Event.chs +++ b/Foreign/CUDA/Runtime/Event.chs @@ -2,7 +2,7 @@ -------------------------------------------------------------------------------- -- | -- Module : Foreign.CUDA.Driver.Event --- Copyright : (c) 2009 Trevor L. McDonell +-- Copyright : (c) [2009..2010] Trevor L. McDonell -- License : BSD -- -- Event management for C-for-CUDA runtime environment diff --git a/Foreign/CUDA/Runtime/Exec.chs b/Foreign/CUDA/Runtime/Exec.chs --- a/Foreign/CUDA/Runtime/Exec.chs +++ b/Foreign/CUDA/Runtime/Exec.chs @@ -1,25 +1,33 @@ +{-# LANGUAGE GADTs #-} {-# LANGUAGE ForeignFunctionInterface #-} -------------------------------------------------------------------------------- -- | -- Module : Foreign.CUDA.Runtime.Exec --- Copyright : (c) 2009 Trevor L. McDonell +-- Copyright : (c) [2009..2010] Trevor L. McDonell -- License : BSD -- -- Kernel execution control for C-for-CUDA runtime interface -- -------------------------------------------------------------------------------- +#include "cbits/stubs.h" +#include +{# context lib="cudart" #} + module Foreign.CUDA.Runtime.Exec ( FunAttributes(..), FunParam(..), - attributes, setConfig, setParams, launch +#if CUDART_VERSION >= 3000 + CacheConfig(..), +#endif + attributes, setConfig, setParams, +#if CUDART_VERSION >= 3000 + setCacheConfig, +#endif + launch ) where -#include "cbits/stubs.h" -#include -{# context lib="cudart" #} - -- Friends import Foreign.CUDA.Runtime.Stream import Foreign.CUDA.Runtime.Error @@ -74,16 +82,26 @@ numRegs = nr } +#if CUDART_VERSION >= 3000 -- | +-- Cache configuration preference +-- +{# enum cudaFuncCache as CacheConfig + { } + with prefix="cudaFuncCachePrefer" deriving (Eq, Show) #} +#endif + +-- | -- Kernel function parameters. Doubles will be converted to an internal float -- representation on devices that do not support doubles natively. -- -data Storable a => FunParam a - = IArg Int - | FArg Float - | DArg Double - | VArg a +data FunParam where + IArg :: Int -> FunParam + FArg :: Float -> FunParam + DArg :: Double -> FunParam + VArg :: Storable a => a -> FunParam + -------------------------------------------------------------------------------- -- Execution Control -------------------------------------------------------------------------------- @@ -131,7 +149,7 @@ -- Set the argument parameters that will be passed to the next kernel -- invocation. This is used in conjunction with 'setConfig' to control kernel -- execution. -setParams :: Storable a => [FunParam a] -> IO () +setParams :: [FunParam] -> IO () setParams = foldM_ k 0 where k offset arg = do @@ -165,6 +183,25 @@ where with' v a = with v $ \p -> a (castPtr p) peek' = peek . castPtr + + +#if CUDART_VERSION >= 3000 +-- | +-- On devices where the L1 cache and shared memory use the same hardware +-- resources, this sets the preferred cache configuration for the given device +-- function. This is only a preference; the driver is free to choose a different +-- configuration as required to execute the function. +-- +-- Switching between configuration modes may insert a device-side +-- synchronisation point for streamed kernel launches +-- +setCacheConfig :: String -> CacheConfig -> IO () +setCacheConfig fn pref = nothingIfOk =<< cudaFuncSetCacheConfig fn pref + +{# fun unsafe cudaFuncSetCacheConfig + { withCString* `String' + , cFromEnum `CacheConfig' } -> `Status' cToEnum #} +#endif -- | diff --git a/Foreign/CUDA/Runtime/Marshal.chs b/Foreign/CUDA/Runtime/Marshal.chs --- a/Foreign/CUDA/Runtime/Marshal.chs +++ b/Foreign/CUDA/Runtime/Marshal.chs @@ -2,7 +2,7 @@ -------------------------------------------------------------------------------- -- | -- Module : Foreign.CUDA.Runtime.Marshal --- Copyright : (c) 2009 Trevor L. McDonell +-- Copyright : (c) [2009..2010] Trevor L. McDonell -- License : BSD -- -- Memory management for CUDA devices @@ -24,7 +24,8 @@ copyArray, copyArrayAsync, -- * Combined Allocation and Marshalling - newListArray, withListArray, withListArrayLen, + newListArray, newListArrayLen, + withListArray, withListArrayLen, -- * Utility memset @@ -35,7 +36,7 @@ {# context lib="cudart" #} -- Friends -import Foreign.CUDA.Runtime.Ptr +import Foreign.CUDA.Ptr import Foreign.CUDA.Runtime.Error import Foreign.CUDA.Runtime.Stream import Foreign.CUDA.Internal.C2HS @@ -296,20 +297,29 @@ -------------------------------------------------------------------------------- -- | --- Write a list of storable elements into a newly allocated device array. Note --- that this requires two copy operations: firstly from a Haskell list into a --- heap-allocated array, and from there into device memory. The array should be --- 'free'd when no longer required. +-- Write a list of storable elements into a newly allocated device array, +-- returning the device pointer together with the number of elements that were +-- written. Note that this requires two copy operations: firstly from a Haskell +-- list into a heap-allocated array, and from there into device memory. The +-- array should be 'free'd when no longer required. -- -newListArray :: Storable a => [a] -> IO (DevicePtr a) -newListArray xs = +newListArrayLen :: Storable a => [a] -> IO (DevicePtr a, Int) +newListArrayLen xs = F.withArrayLen xs $ \len p -> bracketOnError (mallocArray len) free $ \d_xs -> do pokeArray len p d_xs - return d_xs + return (d_xs, len) -- | +-- Write a list of storable elements into a newly allocated device array. This +-- is 'newListArrayLen' composed with 'fst'. +-- +newListArray :: Storable a => [a] -> IO (DevicePtr a) +newListArray xs = fst `fmap` newListArrayLen xs + + +-- | -- Temporarily store a list of elements into a newly allocated device array. An -- IO action is applied to the array, the result of which is returned. Similar -- to 'newListArray', this requires two marshalling operations of the data. @@ -328,13 +338,11 @@ -- withListArrayLen :: Storable a => [a] -> (Int -> DevicePtr a -> IO b) -> IO b withListArrayLen xs f = - allocaArray len $ \d_xs -> do - F.allocaArray len $ \h_xs -> do - F.pokeArray h_xs xs - pokeArray len h_xs d_xs - f len d_xs - where - len = length xs + bracket (newListArrayLen xs) (free . fst) (uncurry . flip $ f) +-- +-- XXX: Will this attempt to double-free the device array on error (together +-- with newListArrayLen)? +-- -------------------------------------------------------------------------------- diff --git a/Foreign/CUDA/Runtime/Ptr.hs b/Foreign/CUDA/Runtime/Ptr.hs deleted file mode 100644 --- a/Foreign/CUDA/Runtime/Ptr.hs +++ /dev/null @@ -1,161 +0,0 @@ --------------------------------------------------------------------------------- --- | --- Module : Foreign.CUDA.Runtime.Ptr --- Copyright : (c) 2009 Trevor L. McDonell --- License : BSD --- --- References to objects stored on the CUDA devices --- --------------------------------------------------------------------------------- - -module Foreign.CUDA.Runtime.Ptr - where - --- System -import Foreign.Ptr -import Foreign.Storable - - --------------------------------------------------------------------------------- --- Device Pointer --------------------------------------------------------------------------------- - --- | --- A reference to data stored on the device --- -data DevicePtr a = DevicePtr { useDevicePtr :: Ptr a } - deriving (Eq,Ord) - -instance Show (DevicePtr a) where - showsPrec n (DevicePtr p) = showsPrec n p - -instance Storable (DevicePtr a) where - sizeOf _ = sizeOf (undefined :: Ptr a) - alignment _ = alignment (undefined :: Ptr a) - peek p = DevicePtr `fmap` peek (castPtr p) - poke p v = poke (castPtr p) (useDevicePtr v) - - --- | --- Look at the contents of device memory. This takes an IO action that will be --- applied to that pointer, the result of which is returned. It would be silly --- to return the pointer from the action. --- -withDevicePtr :: DevicePtr a -> (Ptr a -> IO b) -> IO b -withDevicePtr p f = f (useDevicePtr p) - - --- | --- The constant 'nullDevPtr' contains the distinguished memory location that is --- not associated with a valid memory location --- -nullDevPtr :: DevicePtr a -nullDevPtr = DevicePtr nullPtr - --- | --- Cast a device pointer from one type to another --- -castDevPtr :: DevicePtr a -> DevicePtr b -castDevPtr (DevicePtr p) = DevicePtr (castPtr p) - --- | --- Advance the pointer address by the given offset in bytes. --- -plusDevPtr :: DevicePtr a -> Int -> DevicePtr a -plusDevPtr (DevicePtr p) d = DevicePtr (p `plusPtr` d) - --- | --- Given an alignment constraint, align the device pointer to the next highest --- address satisfying the constraint --- -alignDevPtr :: DevicePtr a -> Int -> DevicePtr a -alignDevPtr (DevicePtr p) i = DevicePtr (p `alignPtr` i) - --- | --- Compute the difference between the second and first argument. This fulfils --- the relation --- --- > p2 == p1 `plusDevPtr` (p2 `minusDevPtr` p1) --- -minusDevPtr :: DevicePtr a -> DevicePtr a -> Int -minusDevPtr (DevicePtr a) (DevicePtr b) = a `minusPtr` b - --- | --- Advance a pointer into a device array by the given number of elements --- -advanceDevPtr :: Storable a => DevicePtr a -> Int -> DevicePtr a -advanceDevPtr = doAdvance undefined - where - doAdvance :: Storable a' => a' -> DevicePtr a' -> Int -> DevicePtr a' - doAdvance x p i = p `plusDevPtr` (i * sizeOf x) - - --------------------------------------------------------------------------------- --- Host Pointer --------------------------------------------------------------------------------- - --- | --- A reference to page-locked host memory --- -data HostPtr a = HostPtr { useHostPtr :: Ptr a } - deriving (Eq,Ord) - -instance Show (HostPtr a) where - showsPrec n (HostPtr p) = showsPrec n p - -instance Storable (HostPtr a) where - sizeOf _ = sizeOf (undefined :: Ptr a) - alignment _ = alignment (undefined :: Ptr a) - peek p = HostPtr `fmap` peek (castPtr p) - poke p v = poke (castPtr p) (useHostPtr v) - - --- | --- Apply an IO action to the memory reference living inside the host pointer --- object. All uses of the pointer should be inside the 'withHostPtr' bracket. --- -withHostPtr :: HostPtr a -> (Ptr a -> IO b) -> IO b -withHostPtr p f = f (useHostPtr p) - - --- | --- The constant 'nullHostPtr' contains the distinguished memory location that is --- not associated with a valid memory location --- -nullHostPtr :: HostPtr a -nullHostPtr = HostPtr nullPtr - --- | --- Cast a host pointer from one type to another --- -castHostPtr :: HostPtr a -> HostPtr b -castHostPtr (HostPtr p) = HostPtr (castPtr p) - --- | --- Advance the pointer address by the given offset in bytes --- -plusHostPtr :: HostPtr a -> Int -> HostPtr a -plusHostPtr (HostPtr p) d = HostPtr (p `plusPtr` d) - --- | --- Given an alignment constraint, align the host pointer to the next highest --- address satisfying the constraint --- -alignHostPtr :: HostPtr a -> Int -> HostPtr a -alignHostPtr (HostPtr p) i = HostPtr (p `alignPtr` i) - --- | --- Compute the difference between the second and first argument --- -minusHostPtr :: HostPtr a -> HostPtr a -> Int -minusHostPtr (HostPtr a) (HostPtr b) = a `minusPtr` b - --- | --- Advance a pointer into a host array by a given number of elements --- -advanceHostPtr :: Storable a => HostPtr a -> Int -> HostPtr a -advanceHostPtr = doAdvance undefined - where - doAdvance :: Storable a' => a' -> HostPtr a' -> Int -> HostPtr a' - doAdvance x p i = p `plusHostPtr` (i * sizeOf x) - diff --git a/Foreign/CUDA/Runtime/Stream.chs b/Foreign/CUDA/Runtime/Stream.chs --- a/Foreign/CUDA/Runtime/Stream.chs +++ b/Foreign/CUDA/Runtime/Stream.chs @@ -2,7 +2,7 @@ -------------------------------------------------------------------------------- -- | -- Module : Foreign.CUDA.Runtime.Stream --- Copyright : (c) 2009 Trevor L. McDonell +-- Copyright : (c) [2009..2010] Trevor L. McDonell -- License : BSD -- -- Stream management routines diff --git a/Foreign/CUDA/Runtime/Texture.chs b/Foreign/CUDA/Runtime/Texture.chs new file mode 100644 --- /dev/null +++ b/Foreign/CUDA/Runtime/Texture.chs @@ -0,0 +1,185 @@ +{-# LANGUAGE ForeignFunctionInterface #-} +-------------------------------------------------------------------------------- +-- | +-- Module : Foreign.CUDA.Runtime.Texture +-- Copyright : (c) [2009..2010] Trevor L. McDonell +-- License : BSD +-- +-- Texture references +-- +-------------------------------------------------------------------------------- + +module Foreign.CUDA.Runtime.Texture + ( + Texture(..), FormatKind(..), AddressMode(..), FilterMode(..), FormatDesc(..), + bind, bind2D + ) + where + +-- Friends +import Foreign.CUDA.Ptr +import Foreign.CUDA.Runtime.Error +import Foreign.CUDA.Internal.C2HS +import Foreign.CUDA.Internal.Offsets + +-- System +import Data.Int +import Foreign +import Foreign.C + +#include +{# context lib="cudart" #} + +#c +typedef struct textureReference textureReference; +typedef struct cudaChannelFormatDesc cudaChannelFormatDesc; +#endc + +-------------------------------------------------------------------------------- +-- Data Types +-------------------------------------------------------------------------------- + +-- |A texture reference +-- +{# pointer *textureReference as ^ -> Texture #} + +data Texture = Texture + { + normalised :: Bool, -- ^ access texture using normalised coordinates [0.0,1.0) + filtering :: FilterMode, + addressing :: (AddressMode, AddressMode, AddressMode), + format :: FormatDesc + } + deriving (Eq, Show) + +-- |Texture channel format kind +-- +{# enum cudaChannelFormatKind as FormatKind + { } + with prefix="cudaChannelFormatKind" deriving (Eq, Show) #} + +-- |Texture addressing mode +-- +{# enum cudaTextureAddressMode as AddressMode + { } + with prefix="cudaAddressMode" deriving (Eq, Show) #} + +-- |Texture filtering mode +-- +{# enum cudaTextureFilterMode as FilterMode + { } + with prefix="cudaFilterMode" deriving (Eq, Show) #} + + +-- |A description of how memory read through the texture cache should be +-- interpreted, including the kind of data and the number of bits of each +-- component (x,y,z and w, respectively). +-- +{# pointer *cudaChannelFormatDesc as ^ foreign -> FormatDesc nocode #} + +data FormatDesc = FormatDesc + { + depth :: (Int,Int,Int,Int), + kind :: FormatKind + } + deriving (Eq, Show) + +instance Storable FormatDesc where + sizeOf _ = {# sizeof cudaChannelFormatDesc #} + alignment _ = alignment (undefined :: Ptr ()) + + peek p = do + dx <- cIntConv `fmap` {# get cudaChannelFormatDesc.x #} p + dy <- cIntConv `fmap` {# get cudaChannelFormatDesc.y #} p + dz <- cIntConv `fmap` {# get cudaChannelFormatDesc.z #} p + dw <- cIntConv `fmap` {# get cudaChannelFormatDesc.w #} p + df <- cToEnum `fmap` {# get cudaChannelFormatDesc.f #} p + return $ FormatDesc (dx,dy,dz,dw) df + + poke p (FormatDesc (x,y,z,w) k) = do + {# set cudaChannelFormatDesc.x #} p (cIntConv x) + {# set cudaChannelFormatDesc.y #} p (cIntConv y) + {# set cudaChannelFormatDesc.z #} p (cIntConv z) + {# set cudaChannelFormatDesc.w #} p (cIntConv w) + {# set cudaChannelFormatDesc.f #} p (cFromEnum k) + + +instance Storable Texture where + sizeOf _ = {# sizeof textureReference #} + alignment _ = alignment (undefined :: Ptr ()) + + peek p = do + norm <- cToBool `fmap` {# get textureReference.normalized #} p + fmt <- cToEnum `fmap` {# get textureReference.filterMode #} p + [x,y,z] <- map cToEnum `fmap` (peekArray 3 (p `plusPtr` texRefAddressModeOffset :: Ptr CInt)) + dsc <- peekByteOff p texRefChannelDescOffset + return $ Texture norm fmt (x,y,z) dsc + + poke p (Texture norm fmt (x,y,z) dsc) = do + {# set textureReference.normalized #} p (cFromBool norm) + {# set textureReference.filterMode #} p (cFromEnum fmt) + pokeArray (p `plusPtr` texRefAddressModeOffset :: Ptr CInt) (map cFromEnum [x,y,z]) + pokeByteOff p texRefChannelDescOffset dsc + + +-------------------------------------------------------------------------------- +-- Texture References +-------------------------------------------------------------------------------- + +-- |Bind the memory area associated with the device pointer to a texture +-- reference given by the named symbol. Any previously bound references are +-- unbound. +-- +bind :: String -> Texture -> DevicePtr a -> Int64 -> IO () +bind name tex dptr bytes = do + ref <- getTex name + poke ref tex + nothingIfOk =<< cudaBindTexture ref dptr (format tex) bytes + +{# fun unsafe cudaBindTexture + { alloca- `Int' + , id `TextureReference' + , dptr `DevicePtr a' + , with_* `FormatDesc' + , `Int64' } -> `Status' cToEnum #} + where dptr = useDevicePtr . castDevPtr + +-- |Bind the two-dimensional memory area to the texture reference associated +-- with the given symbol. The size of the area is constrained by (width,height) +-- in texel units, and the row pitch in bytes. Any previously bound references +-- are unbound. +-- +bind2D :: String -> Texture -> DevicePtr a -> (Int,Int) -> Int64 -> IO () +bind2D name tex dptr (width,height) bytes = do + ref <- getTex name + poke ref tex + nothingIfOk =<< cudaBindTexture2D ref dptr (format tex) width height bytes + +{# fun unsafe cudaBindTexture2D + { alloca- `Int' + , id `TextureReference' + , dptr `DevicePtr a' + , with_* `FormatDesc' + , `Int' + , `Int' + , `Int64' } -> `Status' cToEnum #} + where dptr = useDevicePtr . castDevPtr + + +-- |Returns the texture reference associated with the given symbol +-- +getTex :: String -> IO TextureReference +getTex name = resultIfOk =<< cudaGetTextureReference name + +{# fun unsafe cudaGetTextureReference + { alloca- `Ptr Texture' peek* + , withCString* `String' } -> `Status' cToEnum #} + + +-------------------------------------------------------------------------------- +-- Internal +-------------------------------------------------------------------------------- + +with_ :: Storable a => a -> (Ptr a -> IO b) -> IO b +with_ = with + diff --git a/Foreign/CUDA/Runtime/Thread.chs b/Foreign/CUDA/Runtime/Thread.chs --- a/Foreign/CUDA/Runtime/Thread.chs +++ b/Foreign/CUDA/Runtime/Thread.chs @@ -2,7 +2,7 @@ -------------------------------------------------------------------------------- -- | -- Module : Foreign.CUDA.Runtime.Thread --- Copyright : (c) 2009 Trevor L. McDonell +-- Copyright : (c) [2009..2010] Trevor L. McDonell -- License : BSD -- -- Thread management routines diff --git a/Foreign/CUDA/Runtime/Utils.chs b/Foreign/CUDA/Runtime/Utils.chs --- a/Foreign/CUDA/Runtime/Utils.chs +++ b/Foreign/CUDA/Runtime/Utils.chs @@ -2,7 +2,7 @@ -------------------------------------------------------------------------------- -- | -- Module : Foreign.CUDA.Runtime.Utils --- Copyright : (c) 2009 Trevor L. McDonell +-- Copyright : (c) [2009..2010] Trevor L. McDonell -- License : BSD -- -- Utility functions diff --git a/LICENSE b/LICENSE --- a/LICENSE +++ b/LICENSE @@ -1,4 +1,4 @@ -Copyright (c) 2009 Trevor L. McDonell, University of New South Wales. +Copyright (c) [2009..2010] Trevor L. McDonell, University of New South Wales. All rights reserved. Redistribution and use in source and binary forms, with or without diff --git a/README b/README new file mode 100644 --- /dev/null +++ b/README @@ -0,0 +1,10 @@ +Change Log +~~~~~~~~~~ + +0.2 + * Occupancy calculator + * Textures + +0.1 + * Initial release + diff --git a/cbits/stubs.c b/cbits/stubs.c --- a/cbits/stubs.c +++ b/cbits/stubs.c @@ -14,3 +14,21 @@ return cudaConfigureCall(gridDim, blockDim, sharedMem, stream); } +const char* +cudaGetErrorStringWrapper(cudaError_t error) +{ + return cudaGetErrorString(error); +} + +CUresult +cuTexRefSetAddress2DSimple(CUtexref tex, CUarray_format fmt, int chn, CUdeviceptr dptr, int width, int height, int pitch) +{ + CUDA_ARRAY_DESCRIPTOR desc; + desc.Format = fmt; + desc.NumChannels = chn; + desc.Width = width; + desc.Height = height; + + return cuTexRefSetAddress2D(tex, &desc, dptr, pitch); +} + diff --git a/cbits/stubs.h b/cbits/stubs.h --- a/cbits/stubs.h +++ b/cbits/stubs.h @@ -5,6 +5,7 @@ #ifndef C_STUBS_H #define C_STUBS_H +#include #include #ifdef __cplusplus @@ -14,6 +15,11 @@ cudaError_t cudaConfigureCallSimple(int gx, int gy, int bx, int by, int bz, size_t sharedMem, cudaStream_t stream); +const char* +cudaGetErrorStringWrapper(cudaError_t error); + +CUresult +cuTexRefSetAddress2DSimple(CUtexref tex, CUarray_format fmt, int chn, CUdeviceptr dptr, int width, int height, int pitch); #ifdef __cplusplus } diff --git a/cuda.cabal b/cuda.cabal --- a/cuda.cabal +++ b/cuda.cabal @@ -1,12 +1,12 @@ Name: cuda -Version: 0.1 -Synopsis: A binding to the CUDA interface for programming NVIDIA GPUs -Description: +Version: 0.2 +Synopsis: FFI binding to the CUDA interface for programming NVIDIA GPUs +Description: The CUDA library provides a direct, general purpose C-like SPMD programming model for NVIDIA graphics cards (G8x series onwards). This is a collection of bindings to allow you to call and control, although not write, such - functions from Haskell land. You will need to install the CUDA driver and - developer toolkit (tested with v2.3). + functions from Haskell-land. You will need to install the CUDA driver and + developer toolkit. . . @@ -18,7 +18,7 @@ License: BSD3 License-file: LICENSE -Copyright: Copyright (c) 2009-10. Trevor L. McDonell +Copyright: Copyright (c) [2009..2010]. Trevor L. McDonell Author: Trevor L. McDonell Maintainer: Trevor L. McDonell Category: Foreign @@ -29,16 +29,26 @@ Extra-source-files: configure cuda.buildinfo.in +Flag emu + Description: Use runtime device emulation (cuda >= 3.0) + Default: False + Library Exposed-Modules: Foreign.CUDA + Foreign.CUDA.Ptr + + Foreign.CUDA.Analysis + Foreign.CUDA.Analysis.Device + Foreign.CUDA.Analysis.Occupancy + Foreign.CUDA.Runtime Foreign.CUDA.Runtime.Device Foreign.CUDA.Runtime.Error Foreign.CUDA.Runtime.Event Foreign.CUDA.Runtime.Exec Foreign.CUDA.Runtime.Marshal - Foreign.CUDA.Runtime.Ptr Foreign.CUDA.Runtime.Stream + Foreign.CUDA.Runtime.Texture Foreign.CUDA.Runtime.Thread Foreign.CUDA.Runtime.Utils @@ -51,6 +61,7 @@ Foreign.CUDA.Driver.Marshal Foreign.CUDA.Driver.Module Foreign.CUDA.Driver.Stream + Foreign.CUDA.Driver.Texture Foreign.CUDA.Driver.Utils Other-modules: Foreign.CUDA.Internal.C2HS @@ -63,5 +74,10 @@ Build-depends: base >= 3 && < 5, haskell98, bytestring, extensible-exceptions Extensions: ghc-options: -Wall - extra-libraries: cuda cudart + extra-libraries: cuda + + if flag(emu) + extra-libraries: cudartemu + else + extra-libraries: cudart diff --git a/examples/src/simpleTexture/Makefile b/examples/src/simpleTexture/Makefile new file mode 100644 --- /dev/null +++ b/examples/src/simpleTexture/Makefile @@ -0,0 +1,18 @@ +# +# Baking! +# + +# ------------------------------------------------------------------------------ +# Input files +# ------------------------------------------------------------------------------ +EXECUTABLE := simpleTexture + +HSMAIN := SimpleTexture.hs +CUFILES := simpleTexture.cu + +EXTRALIBS := stdc++ + +# ------------------------------------------------------------------------------ +# Haskell/CUDA build system +# ------------------------------------------------------------------------------ +include ../../common/common.mk diff --git a/examples/src/simpleTexture/SimpleTexture.hs b/examples/src/simpleTexture/SimpleTexture.hs new file mode 100644 --- /dev/null +++ b/examples/src/simpleTexture/SimpleTexture.hs @@ -0,0 +1,68 @@ +{-# LANGUAGE ParallelListComp #-} +-------------------------------------------------------------------------------- +-- +-- Module : SimpleTexture +-- Copyright : (c) 2009 Trevor L. McDonell +-- License : BSD +-- +-- Demonstrates texture references. Takes an input PGM file and generates an +-- output that has been rotated. The kernel performs a simple 2D transformation +-- on the texture coordinates (u,v). +-- +-------------------------------------------------------------------------------- + +module Main where + +import Data.Array.Unboxed +import Graphics.Pgm +import qualified Foreign.CUDA as CUDA +import qualified Foreign.CUDA.Runtime.Texture as CUDA + + +imageFile, outputFile, referenceFile :: FilePath +imageFile = "data/lena_bw.pgm" +outputFile = "data/lena_bw_out.pgm" +referenceFile = "data/ref_rotated.pgm" + +rotation :: Float +rotation = 0.5 -- radians + + +main :: IO () +main = do + img <- either (error . show) head `fmap` pgmsFromFile imageFile + ref <- either (error . show) head `fmap` pgmsFromFile referenceFile + runTest img ref + + +runTest :: UArray (Int,Int) Int -> UArray (Int,Int) Int -> IO () +runTest img ref' = do + rotated <- transform (amap (\x-> fromIntegral x/255) img) + arrayToFile outputFile (amap (\x -> round (x*255)) rotated) + if verify (elems ref) (elems rotated) + then putStrLn "PASSED" + else putStrLn "FAILED!" + + where + ref = amap (\x -> fromIntegral x / 255) ref' + verify xs ys = all (< epsilon) [abs ((x-y)/(x+y+epsilon)) | x <- xs | y <- ys] + epsilon = 0.05 + + +transform :: UArray (Int,Int) Float -> IO (UArray (Int,Int) Float) +transform pgm = + let bnds@((x0,y0),(x1,y1)) = bounds pgm + width = x1-x0+1 + height = y1-y0+1 + desc = CUDA.FormatDesc (32,0,0,0) CUDA.Float + texture = CUDA.Texture True CUDA.Linear (CUDA.Wrap,CUDA.Wrap,CUDA.Wrap) desc + in + CUDA.allocaArray (width * height) $ \d_out -> + CUDA.withListArray (elems pgm) $ \d_tex -> do + CUDA.bind2D "tex" texture d_tex (width,height) (fromIntegral $ height * 4) + CUDA.setConfig (width `div` 8,height `div` 8) (8,8,1) 0 Nothing + CUDA.setParams [CUDA.VArg d_out, CUDA.IArg width, CUDA.IArg height, CUDA.FArg rotation] + CUDA.launch "transformKernel" + + listArray bnds `fmap` CUDA.peekListArray (width*height) d_out + diff --git a/examples/src/simpleTexture/data/lena_bw.pgm b/examples/src/simpleTexture/data/lena_bw.pgm new file mode 100644 --- /dev/null +++ b/examples/src/simpleTexture/data/lena_bw.pgm @@ -0,0 +1,5 @@ +P5 +# Created by IrfanView +512 512 +255 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diff --git a/examples/src/simpleTexture/simpleTexture.cu b/examples/src/simpleTexture/simpleTexture.cu new file mode 100644 --- /dev/null +++ b/examples/src/simpleTexture/simpleTexture.cu @@ -0,0 +1,47 @@ +/* + * Copyright 1993-2010 NVIDIA Corporation. All rights reserved. + * + * NVIDIA Corporation and its licensors retain all intellectual property and + * proprietary rights in and to this software and related documentation. + * Any use, reproduction, disclosure, or distribution of this software + * and related documentation without an express license agreement from + * NVIDIA Corporation is strictly prohibited. + * + * Please refer to the applicable NVIDIA end user license agreement (EULA) + * associated with this source code for terms and conditions that govern + * your use of this NVIDIA software. + * + */ + +#ifndef _SIMPLETEXTURE_KERNEL_H_ +#define _SIMPLETEXTURE_KERNEL_H_ + +// declare texture reference for 2D float texture +texture tex; + +//////////////////////////////////////////////////////////////////////////////// +//! Transform an image using texture lookups +//! @param g_odata output data in global memory +//////////////////////////////////////////////////////////////////////////////// +extern "C" +__global__ void +transformKernel( float* g_odata, int width, int height, float theta) +{ + // calculate normalized texture coordinates + unsigned int x = blockIdx.x*blockDim.x + threadIdx.x; + unsigned int y = blockIdx.y*blockDim.y + threadIdx.y; + + float u = x / (float) width; + float v = y / (float) height; + + // transform coordinates + u -= 0.5f; + v -= 0.5f; + float tu = u*cosf(theta) - v*sinf(theta) + 0.5f; + float tv = v*cosf(theta) + u*sinf(theta) + 0.5f; + + // read from texture and write to global memory + g_odata[y*width + x] = tex2D(tex, tu, tv); +} + +#endif // #ifndef _SIMPLETEXTURE_KERNEL_H_