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jl-generators.cpp changes #447

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jl-generators.cpp changes #447

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95f5226
add enum, attr using Julia types, result rename, typing fix
glou-nes Jan 1, 2025
18b2106
updated dialects
glou-nes Jan 1, 2025
f0817fc
formatting
glou-nes Jan 1, 2025
2c30d46
sanitize enum name
glou-nes Jan 1, 2025
1cedb97
init support to "struct attr"
glou-nes Jan 3, 2025
1a98f8a
reorder, snake => camel uniformization
glou-nes Jan 3, 2025
59abd3a
rename
glou-nes Jan 4, 2025
c9d9e89
support custom assembly, fix code generation enum with enumInfo
glou-nes Jan 6, 2025
0edd5bf
change enum emission
glou-nes Jan 8, 2025
4f39e54
simplify logic a lot, generate only struct/enum for used ones.
glou-nes Jan 9, 2025
08696c2
update dialect
glou-nes Jan 9, 2025
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512 changes: 290 additions & 222 deletions deps/ReactantExtra/tblgen/jl-generators.cc
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119 changes: 72 additions & 47 deletions src/mlir/Dialects/Affine.jl
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Original file line number Diff line number Diff line change
Expand Up @@ -12,6 +12,23 @@ import ...IR:
IndexType
import ..Dialects: namedattribute, operandsegmentsizes
import ...API
using EnumX

@enumx CmpFPredicate false_ = 0 oeq = 1 ogt = 2 oge = 3 olt = 4 ole = 5 one = 6 ord = 7 ueq =
8 ugt = 9 uge = 10 ult = 11 ule = 12 une = 13 uno = 14 true_ = 15

@enumx CmpIPredicate eq = 0 ne = 1 slt = 2 sle = 3 sgt = 4 sge = 5 ult = 6 ule = 7 ugt = 8 uge =
9

@enumx IntegerOverflowFlags none nsw nuw

@enumx RoundingMode to_nearest_even = 0 downward = 1 upward = 2 toward_zero = 3 to_nearest_away =
4

@enumx AtomicRMWKind addf = 0 addi = 1 assign = 2 maximumf = 3 maxs = 4 maxu = 5 minimumf =
6 mins = 7 minu = 8 mulf = 9 muli = 10 ori = 11 andi = 12 maxnumf = 13 minnumf = 14

@enumx FastMathFlags none reassoc nnan ninf nsz arcp contract afn fast

"""
`apply`
Expand All @@ -37,16 +54,16 @@ have ‘index’ type.
"""
function apply(
mapOperands::Vector{Value};
result_0=nothing::Union{Nothing,IR.Type},
map,
result::Union{Nothing,IR.Type}=nothing,
map::Attribute,
location=Location(),
)
op_ty_results = IR.Type[]
operands = Value[mapOperands...,]
owned_regions = Region[]
successors = Block[]
attributes = NamedAttribute[namedattribute("map", map),]
!isnothing(result_0) && push!(op_ty_results, result_0)
!isnothing(result) && push!(op_ty_results, result)

return create_operation(
"affine.apply",
Expand All @@ -55,8 +72,8 @@ function apply(
owned_regions,
successors,
attributes,
results=(length(op_ty_results) == 0 ? nothing : op_ty_results),
result_inference=(length(op_ty_results) == 0 ? true : false),
results=(isempty(op_ty_results) ? nothing : op_ty_results),
result_inference=isempty(op_ty_results),
)
end

Expand Down Expand Up @@ -105,15 +122,15 @@ undefined behavior.
function delinearize_index(
linear_index::Value,
dynamic_basis::Vector{Value};
multi_index::Vector{IR.Type},
static_basis,
multi_index::Tuple{Vararg{IR.Type}},
static_basis::Vector{Int64},
location=Location(),
)
op_ty_results = IR.Type[multi_index...,]
operands = Value[linear_index, dynamic_basis...]
owned_regions = Region[]
successors = Block[]
attributes = NamedAttribute[namedattribute("static_basis", static_basis),]
attributes = NamedAttribute[namedattribute("static_basis", Attribute(static_basis)),]

return create_operation(
"affine.delinearize_index",
Expand Down Expand Up @@ -238,10 +255,10 @@ function for_(
lowerBoundOperands::Vector{Value},
upperBoundOperands::Vector{Value},
inits::Vector{Value};
results::Vector{IR.Type},
lowerBoundMap,
upperBoundMap,
step,
results::Tuple{Vararg{IR.Type}},
lowerBoundMap::Attribute,
upperBoundMap::Attribute,
step::Attribute,
region::Region,
location=Location(),
)
Expand Down Expand Up @@ -345,8 +362,8 @@ func.func @pad_edges(%I : memref<10x10xf32>) -> (memref<12x12xf32) {
"""
function if_(
operand_0::Vector{Value};
results::Vector{IR.Type},
condition,
results::Tuple{Vararg{IR.Type}},
condition::Attribute,
thenRegion::Region,
elseRegion::Region,
location=Location(),
Expand Down Expand Up @@ -414,15 +431,15 @@ In the above example, `%linear_index` conceptually holds the following:
function linearize_index(
multi_index::Vector{Value},
dynamic_basis::Vector{Value};
linear_index=nothing::Union{Nothing,IR.Type},
static_basis,
linear_index::Union{Nothing,IR.Type}=nothing,
static_basis::Vector{Int64},
location=Location(),
)
op_ty_results = IR.Type[]
operands = Value[multi_index..., dynamic_basis...]
owned_regions = Region[]
successors = Block[]
attributes = NamedAttribute[namedattribute("static_basis", static_basis),]
attributes = NamedAttribute[namedattribute("static_basis", Attribute(static_basis)),]
push!(attributes, operandsegmentsizes([length(multi_index), length(dynamic_basis)]))
!isnothing(linear_index) && push!(op_ty_results, linear_index)

Expand All @@ -433,8 +450,8 @@ function linearize_index(
owned_regions,
successors,
attributes,
results=(length(op_ty_results) == 0 ? nothing : op_ty_results),
result_inference=(length(op_ty_results) == 0 ? true : false),
results=(isempty(op_ty_results) ? nothing : op_ty_results),
result_inference=isempty(op_ty_results),
)
end

Expand Down Expand Up @@ -467,7 +484,11 @@ Example 2: Uses `symbol` keyword for symbols `%n` and `%m`.
```
"""
function load(
memref::Value, indices::Vector{Value}; result::IR.Type, map, location=Location()
memref::Value,
indices::Vector{Value};
result::IR.Type,
map::Attribute,
location=Location(),
)
op_ty_results = IR.Type[result,]
operands = Value[memref, indices...]
Expand Down Expand Up @@ -501,16 +522,16 @@ affine map.
"""
function max(
operands::Vector{Value};
result_0=nothing::Union{Nothing,IR.Type},
map,
result::Union{Nothing,IR.Type}=nothing,
map::Attribute,
location=Location(),
)
op_ty_results = IR.Type[]
operands = Value[operands...,]
owned_regions = Region[]
successors = Block[]
attributes = NamedAttribute[namedattribute("map", map),]
!isnothing(result_0) && push!(op_ty_results, result_0)
!isnothing(result) && push!(op_ty_results, result)

return create_operation(
"affine.max",
Expand All @@ -519,8 +540,8 @@ function max(
owned_regions,
successors,
attributes,
results=(length(op_ty_results) == 0 ? nothing : op_ty_results),
result_inference=(length(op_ty_results) == 0 ? true : false),
results=(isempty(op_ty_results) ? nothing : op_ty_results),
result_inference=isempty(op_ty_results),
)
end

Expand Down Expand Up @@ -548,16 +569,16 @@ input operands and result must all have \'index\' type.
"""
function min(
operands::Vector{Value};
result_0=nothing::Union{Nothing,IR.Type},
map,
result::Union{Nothing,IR.Type}=nothing,
map::Attribute,
location=Location(),
)
op_ty_results = IR.Type[]
operands = Value[operands...,]
owned_regions = Region[]
successors = Block[]
attributes = NamedAttribute[namedattribute("map", map),]
!isnothing(result_0) && push!(op_ty_results, result_0)
!isnothing(result) && push!(op_ty_results, result)

return create_operation(
"affine.min",
Expand All @@ -566,8 +587,8 @@ function min(
owned_regions,
successors,
attributes,
results=(length(op_ty_results) == 0 ? nothing : op_ty_results),
result_inference=(length(op_ty_results) == 0 ? true : false),
results=(isempty(op_ty_results) ? nothing : op_ty_results),
result_inference=isempty(op_ty_results),
)
end

Expand Down Expand Up @@ -638,13 +659,13 @@ affine.parallel (%ii, %jj) = (0, 0) to (%N, %M) step (32, 32) {
"""
function parallel(
mapOperands::Vector{Value};
results::Vector{IR.Type},
reductions,
lowerBoundsMap,
lowerBoundsGroups,
upperBoundsMap,
upperBoundsGroups,
steps,
results::Tuple{Vararg{IR.Type}},
reductions::Attribute,
lowerBoundsMap::Attribute,
lowerBoundsGroups::Attribute,
upperBoundsMap::Attribute,
upperBoundsGroups::Attribute,
steps::Attribute,
region::Region,
location=Location(),
)
Expand Down Expand Up @@ -694,20 +715,20 @@ instruction cache.
function prefetch(
memref::Value,
indices::Vector{Value};
isWrite,
localityHint,
isDataCache,
map,
isWrite::Bool,
localityHint::Int32,
isDataCache::Bool,
map::Attribute,
location=Location(),
)
op_ty_results = IR.Type[]
operands = Value[memref, indices...]
owned_regions = Region[]
successors = Block[]
attributes = NamedAttribute[
namedattribute("isWrite", isWrite),
namedattribute("localityHint", localityHint),
namedattribute("isDataCache", isDataCache),
namedattribute("isWrite", Attribute(isWrite)),
namedattribute("localityHint", Attribute(localityHint)),
namedattribute("isDataCache", Attribute(isDataCache)),
namedattribute("map", map),
]

Expand Down Expand Up @@ -752,7 +773,7 @@ affine.store %v0, %0[%i0 + symbol(%n), %i1 + symbol(%m)] : memref<100x100xf32>
```
"""
function store(
value::Value, memref::Value, indices::Vector{Value}; map, location=Location()
value::Value, memref::Value, indices::Vector{Value}; map::Attribute, location=Location()
)
op_ty_results = IR.Type[]
operands = Value[value, memref, indices...]
Expand Down Expand Up @@ -812,7 +833,11 @@ TODOs:
(see [vector.transfer_read](../Vector/#vectortransfer_read-mlirvectortransferreadop)).
"""
function vector_load(
memref::Value, indices::Vector{Value}; result::IR.Type, map, location=Location()
memref::Value,
indices::Vector{Value};
result::IR.Type,
map::Attribute,
location=Location(),
)
op_ty_results = IR.Type[result,]
operands = Value[memref, indices...]
Expand Down Expand Up @@ -874,7 +899,7 @@ TODOs:
(see [vector.transfer_write](../Vector/#vectortransfer_write-mlirvectortransferwriteop)).
"""
function vector_store(
value::Value, memref::Value, indices::Vector{Value}; map, location=Location()
value::Value, memref::Value, indices::Vector{Value}; map::Attribute, location=Location()
)
op_ty_results = IR.Type[]
operands = Value[value, memref, indices...]
Expand Down
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