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
use crate::{cpu::col_op, Matrix};
use custos::{number::Number, CPU};
#[cfg(feature = "opencl")]
use super::cl_to_cpu_lr;
#[cfg(feature = "opencl")]
use custos::CLDevice;
pub trait ColOp<T> {
fn add_col(&self, lhs: &Matrix<T>, rhs: &Matrix<T>) -> Matrix<T>;
fn sub_col(&self, lhs: &Matrix<T>, rhs: &Matrix<T>) -> Matrix<T>;
fn div_col(&self, lhs: &Matrix<T>, rhs: &Matrix<T>) -> Matrix<T>;
}
impl<T: Number> ColOp<T> for CPU {
fn add_col(&self, lhs: &Matrix<T>, rhs: &Matrix<T>) -> Matrix<T> {
col_op(self, lhs, rhs, |c, a, b| *c = a + b)
}
fn sub_col(&self, lhs: &Matrix<T>, rhs: &Matrix<T>) -> Matrix<T> {
col_op(self, lhs, rhs, |c, a, b| *c = a - b)
}
fn div_col(&self, lhs: &Matrix<T>, rhs: &Matrix<T>) -> Matrix<T> {
col_op(self, lhs, rhs, |c, a, b| *c = a / b)
}
}
#[cfg(feature = "opencl")]
impl<T: custos::CDatatype> ColOp<T> for CLDevice {
fn add_col(&self, lhs: &Matrix<T>, rhs: &Matrix<T>) -> Matrix<T> {
cl_to_cpu_lr(self, lhs, rhs, |device, lhs, rhs| device.add_col(lhs, rhs))
}
fn sub_col(&self, lhs: &Matrix<T>, rhs: &Matrix<T>) -> Matrix<T> {
cl_to_cpu_lr(self, lhs, rhs, |device, lhs, rhs| device.sub_col(lhs, rhs))
}
fn div_col(&self, lhs: &Matrix<T>, rhs: &Matrix<T>) -> Matrix<T> {
cl_to_cpu_lr(self, lhs, rhs, |device, lhs, rhs| device.div_col(lhs, rhs))
}
}
#[cfg(feature = "cuda")]
use crate::cu_to_cpu_lr;
#[cfg(feature = "cuda")]
use custos::CudaDevice;
#[cfg(feature = "cuda")]
impl<T: custos::CDatatype> ColOp<T> for CudaDevice {
fn add_col(&self, lhs: &Matrix<T>, rhs: &Matrix<T>) -> Matrix<T> {
cu_to_cpu_lr(self, lhs, rhs, |device, lhs, rhs| device.add_col(lhs, rhs))
}
fn sub_col(&self, lhs: &Matrix<T>, rhs: &Matrix<T>) -> Matrix<T> {
cu_to_cpu_lr(self, lhs, rhs, |device, lhs, rhs| device.sub_col(lhs, rhs))
}
fn div_col(&self, lhs: &Matrix<T>, rhs: &Matrix<T>) -> Matrix<T> {
cu_to_cpu_lr(self, lhs, rhs, |device, lhs, rhs| device.div_col(lhs, rhs))
}
}