added guard clause generation
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@ -44,8 +44,8 @@ end
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#TODO: Add @inbounds to all indexing after it is verified that all works https://cuda.juliagpu.org/stable/development/kernel/#Bounds-checking
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const MAX_STACK_SIZE = 25 # The max number of values the expression can have. so Constant values, Variables and parameters
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function interpret_expression(expressions::CuDeviceArray{ExpressionElement}, variables::CuDeviceArray{Float64}, parameters::CuDeviceArray{Float64}, results::CuDeviceArray{Float64}, stepsize::CuDeviceArray{Int}, exprIndex::Int)
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index = (blockIdx().x - 1) * blockDim().x + threadIdx().x
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stride = gridDim().x * blockDim().x
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index = (blockIdx().x - 1) * blockDim().x + threadIdx().x # ctaid.x * ntid.x + tid.x
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stride = gridDim().x * blockDim().x # nctaid.x * ntid.x
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firstExprIndex = ((exprIndex - 1) * stepsize[1]) + 1 # Inclusive
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lastExprIndex = firstExprIndex + stepsize[1] - 1 # Inclusive
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@ -78,36 +78,83 @@ function culoadtest(N::Int32, op = "add.f32")
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@time CUDA.@sync cudacall(func, Tuple{CuPtr{Cfloat},CuPtr{Cfloat},CuPtr{Cfloat},Cint}, d_a, d_b, d_c, N; threads=threadsPerBlock, blocks=blocksPerGrid)
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end
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const exitJumpLocationMarker = "\$L__BB0_2"
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function transpile(expression::ExpressionProcessing.PostfixType)
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ptxBuffer = IOBuffer()
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println(ptxBuffer, get_cuda_header())
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println(ptxBuffer, get_kernel_signature("ExpressionProcessing", [Int64, Float64]))
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println(ptxBuffer, "{")
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# Register definition
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# Parameter loading
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println(ptxBuffer, get_guard_clause())
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# Code goes here
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# exit jump location
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print(ptxBuffer, exitJumpLocationMarker)
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println(ptxBuffer, ": ret;")
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println(ptxBuffer, "}")
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println(String(take!(ptxBuffer)))
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end
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# TODO: Make version, target and address_size configurable
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function get_cuda_header()::String
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return "
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.version 7.1
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.target sm_52
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.address_size 64
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"
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.version 7.1
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.target sm_52
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.address_size 64
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"
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end
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function get_kernel_signature(kernelName::String, parameters::Vector{Type})::String
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signature = ".visible .entry " * kernelName
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stringBuilder = IOBuffer()
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print(stringBuilder, "(")
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function get_kernel_signature(kernelName::String, parameters::Vector{DataType})::String
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signatureBuffer = IOBuffer()
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print(signatureBuffer, ".visible .entry ")
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print(signatureBuffer, kernelName)
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println(signatureBuffer, "(")
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for i in eachindex(parameters)
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type = type_to_cuda_type(parameters[i])
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print(stringBuilder,
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".param ", type, " ", kernelName, "_param_", i, ",")
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print(signatureBuffer,
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" .param ", type, " ", kernelName, "_param_", i)
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if i != lastindex(parameters)
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println(signatureBuffer, ",")
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end
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end
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print(stringBuilder, ")")
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return String(take!(stringBuilder))
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print(signatureBuffer, ")")
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return String(take!(signatureBuffer))
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end
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function type_to_cuda_type(type::Type)::String
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"
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Constructs the PTX code used for handling the case where too many threads are started.
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Assumes the following:
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- There are the unused ```32 bit``` registers ```r1, r2, r3, r4```
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- There is an unused ```predicate``` register ```p1```
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- The ```32 bit``` register ```r5``` contains the number of variable sets
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"
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function get_guard_clause()::String
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guardBuffer = IOBuffer()
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println(guardBuffer, "mov.u32 %r1, %ntid.x;") # nr of thread ids
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println(guardBuffer, "mov.u32 %r2, %ctaid.x;") # nr of threads per cta
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println(guardBuffer, "mov.u32 %r3, %tid.x;") # id of the current thread
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println(guardBuffer, "mad.lo.s32 %r4, %r1, %r2, %r3;") # the current index (basically index of variable set)
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println(guardBuffer, "setp.ge.s32 %p1, %r4, %r5;") # guard clause (p1 = r4 > r5 -> index > nrOfVariableSets)
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# branch to end if p1 is true
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print(guardBuffer, "@%p1 bra ")
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print(guardBuffer, exitJumpLocationMarker)
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println(guardBuffer, ";")
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return String(take!(guardBuffer))
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end
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function type_to_cuda_type(type::DataType)::String
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if type == Int64
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return ".s64"
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elseif type == Float64
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@ -25,17 +25,7 @@ function testHelper(expression::Expr, variables::Matrix{Float64}, parameters::Ve
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@test isequal(result[1,1], expectedResult)
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end
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@testset "Test TMP interpretation" begin
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postfixExpr = expr_to_postfix(expressions[1])
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postfixExprs = Vector([postfixExpr])
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push!(postfixExprs, expr_to_postfix(expressions[2]))
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# CUDA.@sync interpret(postfixExprs, variables, parameters)
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end
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@testset "Test conversion to matrix" begin
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return
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reference = Matrix{Float64}(undef, 2, 2)
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reference[1,1] = 5.0
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reference[2,1] = NaN64
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reference[2,2] = 0.0
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# reference = Matrix([5.0, NaN],
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# [5.0, 0.0])
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CUDA.@sync result = Interpreter.convert_to_matrix(parameters, NaN64)
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result = Interpreter.convert_to_matrix(parameters, NaN64)
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@test isequal(result, reference)
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end
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@testset "Test commutative interpretation" begin
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return
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var = Matrix{Float64}(undef, 2, 1)
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param = Vector{Vector{Float64}}(undef, 1)
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expectedResult = 8.0 # Not using "eval" because the variables are not stored in global scope
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end
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@testset "Test non commutative interpretation" begin
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return
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var = Matrix{Float64}(undef, 2, 1)
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param = Vector{Vector{Float64}}(undef, 1)
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expectedResult = -2.0 # Not using "eval" because the variables are not stored in global scope
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@ -103,8 +89,6 @@ end
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end
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@testset "Test single value operator interpretation" begin
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return
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var = Matrix{Float64}(undef, 1, 1)
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param = Vector{Vector{Float64}}(undef, 1)
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expectedResult = 3.0 # Not using "eval" because the variables are not stored in global scope
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32
package/test/TranspilerTests.jl
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32
package/test/TranspilerTests.jl
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@ -0,0 +1,32 @@
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using CUDA
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using .ExpressionProcessing
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using .Transpiler
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expressions = Vector{Expr}(undef, 2)
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variables = Matrix{Float64}(undef, 2,2)
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parameters = Vector{Vector{Float64}}(undef, 2)
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# Resulting value should be 10 for the first expression
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expressions[1] = :(x1 + 1 * x2 + p1)
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expressions[2] = :(5 + x1 + 1 * x2 + p1 + p2)
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variables[1,1] = 2.0
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variables[2,1] = 3.0
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variables[1,2] = 0.0
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variables[2,2] = 5.0
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parameters[1] = Vector{Float64}(undef, 1)
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parameters[2] = Vector{Float64}(undef, 2)
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parameters[1][1] = 5.0
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parameters[2][1] = 5.0
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parameters[2][2] = 0.0
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@testset "Test TMP transpiler" begin
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postfixExpr = expr_to_postfix(expressions[1])
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postfixExprs = Vector([postfixExpr])
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push!(postfixExprs, expr_to_postfix(expressions[2]))
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Transpiler.transpile(postfixExpr)
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# CUDA.@sync interpret(postfixExprs, variables, parameters)
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end
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#TODO: test performance of transpiler PTX generation when doing "return String(take!(buffer))" vs "return take!(buffer)"
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@ -4,8 +4,10 @@ using Test
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const baseFolder = dirname(dirname(pathof(ExpressionExecutorCuda)))
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include(joinpath(baseFolder, "src", "ExpressionProcessing.jl"))
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include(joinpath(baseFolder, "src", "Interpreter.jl"))
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include(joinpath(baseFolder, "src", "Transpiler.jl"))
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@testset "ExpressionExecutorCuda.jl" begin
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include("ExpressionProcessingTests.jl")
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include("InterpreterTests.jl")
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include("TranspilerTests.jl")
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end
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