1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
#![macro_use]
macro_rules! md_impl(
(
$Op: ident, $op: ident $(where T: $($ScalarBounds: ident),*)*;
($R1: ty, $C1: ty),($R2: ty, $C2: ty)
const $($D: ident),*;
for $($DimsDecl: ident),*;
where $($ConstraintType: ty: $ConstraintBound: ident$(<$($ConstraintBoundParams: ty $( = $EqBound: ty )*),*>)*),*;
$lhs: ident: $Lhs: ty, $rhs: ident: $Rhs: ty, Output = $Result: ty;
$action: expr;
$($lives: tt),*) => {
impl<$($lives ,)* T $(, $DimsDecl)* $(, const $D: usize)*> $Op<$Rhs> for $Lhs
where T: Scalar + Zero + One + ClosedAdd + ClosedMul $($(+ $ScalarBounds)*)*,
$( $ConstraintType: $ConstraintBound$(<$( $ConstraintBoundParams $( = $EqBound )*),*>)* ),*
{
type Output = $Result;
#[inline]
fn $op($lhs, $rhs: $Rhs) -> Self::Output {
$action
}
}
}
);
macro_rules! md_impl_all(
(
$Op: ident, $op: ident $(where T: $($ScalarBounds: ident),*)*;
($R1: ty, $C1: ty),($R2: ty, $C2: ty)
const $($D: ident),*;
for $($DimsDecl: ident),*;
where $($ConstraintType: ty: $ConstraintBound: ident$(<$($ConstraintBoundParams: ty $( = $EqBound: ty )*),*>)*),*;
$lhs: ident: $Lhs: ty, $rhs: ident: $Rhs: ty, Output = $Result: ty;
[val val] => $action_val_val: expr;
[ref val] => $action_ref_val: expr;
[val ref] => $action_val_ref: expr;
[ref ref] => $action_ref_ref: expr;) => {
md_impl!(
$Op, $op $(where T: $($ScalarBounds),*)*;
($R1, $C1),($R2, $C2)
const $($D),*;
for $($DimsDecl),*;
where $($ConstraintType: $ConstraintBound$(<$($ConstraintBoundParams $( = $EqBound )*),*>)*),*;
$lhs: $Lhs, $rhs: $Rhs, Output = $Result;
$action_val_val; );
md_impl!(
$Op, $op $(where T: $($ScalarBounds),*)*;
($R1, $C1),($R2, $C2)
const $($D),*;
for $($DimsDecl),*;
where $($ConstraintType: $ConstraintBound$(<$($ConstraintBoundParams $( = $EqBound )*),*>)*),*;
$lhs: &'a $Lhs, $rhs: $Rhs, Output = $Result;
$action_ref_val; 'a);
md_impl!(
$Op, $op $(where T: $($ScalarBounds),*)*;
($R1, $C1),($R2, $C2)
const $($D),*;
for $($DimsDecl),*;
where $($ConstraintType: $ConstraintBound$(<$($ConstraintBoundParams $( = $EqBound )*),*>)*),*;
$lhs: $Lhs, $rhs: &'b $Rhs, Output = $Result;
$action_val_ref; 'b);
md_impl!(
$Op, $op $(where T: $($ScalarBounds),*)*;
($R1, $C1),($R2, $C2)
const $($D),*;
for $($DimsDecl),*;
where $($ConstraintType: $ConstraintBound$(<$($ConstraintBoundParams $( = $EqBound )*),*>)*),*;
$lhs: &'a $Lhs, $rhs: &'b $Rhs, Output = $Result;
$action_ref_ref; 'a, 'b);
}
);
macro_rules! md_assign_impl(
(
$Op: ident, $op: ident $(where T: $($ScalarBounds: ident),*)* $(for T::Element: $($ElementBounds: ident),*)*;
($R1: ty, $C1: ty),($R2: ty, $C2: ty)
const $($D: ident),*;
for $($DimsDecl: ident),*;
where $($ConstraintType: ty: $ConstraintBound: ident$(<$($ConstraintBoundParams: ty $( = $EqBound: ty )*),*>)*),*;
$lhs: ident: $Lhs: ty, $rhs: ident: $Rhs: ty;
$action: expr; $($lives: tt),*) => {
impl<$($lives ,)* T $(, $DimsDecl)* $(, const $D: usize)*> $Op<$Rhs> for $Lhs
where T: Scalar + Zero + One + ClosedAdd + ClosedMul $($(+ $ScalarBounds)*)*,
$($(T::Element: $ElementBounds,)*)*
$( $ConstraintType: $ConstraintBound $(<$( $ConstraintBoundParams $( = $EqBound )*),*>)* ),*
{
#[inline]
fn $op(&mut $lhs, $rhs: $Rhs) {
$action
}
}
}
);
macro_rules! md_assign_impl_all(
(
$Op: ident, $op: ident $(where T: $($ScalarBounds: ident),*)* $(for T::Element: $($ElementBounds: ident),*)*;
($R1: ty, $C1: ty),($R2: ty, $C2: ty)
const $($D: ident),*;
for $($DimsDecl: ident),*;
where $($ConstraintType: ty: $ConstraintBound: ident$(<$($ConstraintBoundParams: ty $( = $EqBound: ty )*),*>)*),*;
$lhs: ident: $Lhs: ty, $rhs: ident: $Rhs: ty;
[val] => $action_val: expr;
[ref] => $action_ref: expr;) => {
md_assign_impl!(
$Op, $op $(where T: $($ScalarBounds),*)* $(for T::Element: $($ElementBounds),*)*;
($R1, $C1),($R2, $C2)
const $($D),*;
for $($DimsDecl),*;
where $($ConstraintType: $ConstraintBound$(<$($ConstraintBoundParams $( = $EqBound )*),*>)*),*;
$lhs: $Lhs, $rhs: $Rhs;
$action_val; );
md_assign_impl!(
$Op, $op $(where T: $($ScalarBounds),*)* $(for T::Element: $($ElementBounds),*)*;
($R1, $C1),($R2, $C2)
const $($D),*;
for $($DimsDecl),*;
where $($ConstraintType: $ConstraintBound$(<$($ConstraintBoundParams $( = $EqBound )*),*>)*),*;
$lhs: $Lhs, $rhs: &'b $Rhs;
$action_ref; 'b);
}
);
macro_rules! add_sub_impl(
($Op: ident, $op: ident, $bound: ident;
($R1: ty, $C1: ty),($R2: ty, $C2: ty) $(-> ($RRes: ty, $CRes: ty))*
const $($D: ident),*;
for $($DimsDecl: ident),*;
where $($ConstraintType: ty: $ConstraintBound: ident$(<$($ConstraintBoundParams: ty $( = $EqBound: ty )*),*>)*),*;
$lhs: ident: $Lhs: ty, $rhs: ident: $Rhs: ty, Output = $Result: ty;
$action: expr; $($lives: tt),*) => {
impl<$($lives ,)* T $(, $DimsDecl)* $(, const $D: usize)*> $Op<$Rhs> for $Lhs
where T: Scalar + $bound,
ShapeConstraint: SameNumberOfRows<$R1, $R2 $(, Representative = $RRes)*> +
SameNumberOfColumns<$C1, $C2 $(, Representative = $CRes)*>,
$( $ConstraintType: $ConstraintBound$(<$( $ConstraintBoundParams $( = $EqBound )*),*>)* ),* {
type Output = $Result;
#[inline]
fn $op($lhs, $rhs: $Rhs) -> Self::Output {
$action
}
}
}
);
macro_rules! add_sub_assign_impl(
($Op: ident, $op: ident, $bound: ident;
$(const $D: ident),*;
$lhs: ident: $Lhs: ty, $rhs: ident: $Rhs: ty;
$action: expr; $($lives: tt),*) => {
impl<$($lives ,)* T $(, const $D: usize),*> $Op<$Rhs> for $Lhs
where T: Scalar + $bound {
#[inline]
fn $op(&mut $lhs, $rhs: $Rhs) {
$action
}
}
}
);