use std::{ffi::c_void, ptr::NonNull, sync::Arc};
use cudarc::driver::CudaStream;
use super::super::{
driver::{Context, Stream},
memory::{DeviceBuffer, ensure_stream},
};
use crate::{Error, Result};
unsafe extern "C" {
fn mircuda_cublas_dense_create(
m: i32,
n: i32,
k: i32,
stream: *mut c_void,
output: *mut *mut c_void,
) -> i32;
fn mircuda_cublas_dense_execute(
plan: *mut c_void,
stream: *mut c_void,
a: *const c_void,
b: *const c_void,
c: *mut c_void,
alpha: f32,
beta: f32,
) -> i32;
fn mircuda_cublas_dense_destroy(plan: *mut c_void);
}
#[derive(Clone, Copy, Debug, Eq, PartialEq)]
pub struct CublasBf16Spec {
pub m: usize,
pub n: usize,
pub k: usize,
}
#[derive(Debug)]
pub struct CublasBf16Plan {
raw: NonNull<c_void>,
stream: Arc<CudaStream>,
spec: CublasBf16Spec,
}
unsafe impl Send for CublasBf16Plan {}
impl Context {
pub fn create_cublas_bf16_plan(
&self,
stream: &Stream,
spec: CublasBf16Spec,
) -> Result<CublasBf16Plan> {
if !Arc::ptr_eq(&self.inner, stream.inner.context()) {
return Err(Error::ContextMismatch);
}
self.inner.bind_to_thread()?;
let mut raw = std::ptr::null_mut();
let status = unsafe {
mircuda_cublas_dense_create(
i32::try_from(spec.m)?,
i32::try_from(spec.n)?,
i32::try_from(spec.k)?,
stream.inner.cu_stream().cast(),
&raw mut raw,
)
};
check(status)?;
Ok(CublasBf16Plan {
raw: NonNull::new(raw).ok_or(Error::NullAllocation)?,
stream: stream.inner.clone(),
spec,
})
}
}
impl CublasBf16Plan {
#[allow(clippy::too_many_arguments)]
pub fn execute(
&mut self,
stream: &Stream,
a: &DeviceBuffer,
b: &DeviceBuffer,
c: &DeviceBuffer,
alpha: f32,
beta: f32,
) -> Result<()> {
if !Arc::ptr_eq(&self.stream, &stream.inner) {
return Err(Error::StreamMismatch);
}
for buffer in [a, b, c] {
ensure_stream(buffer, stream)?;
}
validate_sizes(self.spec, a, b, c)?;
self.stream.context().bind_to_thread()?;
check(unsafe {
mircuda_cublas_dense_execute(
self.raw.as_ptr(),
stream.inner.cu_stream().cast(),
a.pointer() as *const c_void,
b.pointer() as *const c_void,
c.pointer() as *mut c_void,
alpha,
beta,
)
})
}
}
impl Drop for CublasBf16Plan {
fn drop(&mut self) {
self.stream.context().record_err(self.stream.context().bind_to_thread());
unsafe { mircuda_cublas_dense_destroy(self.raw.as_ptr()) };
}
}
fn validate_sizes(
spec: CublasBf16Spec,
a: &DeviceBuffer,
b: &DeviceBuffer,
c: &DeviceBuffer,
) -> Result<()> {
let bytes = size_of::<u16>();
let valid = checked_bytes(spec.m, spec.k, bytes) == Some(a.bytes())
&& checked_bytes(spec.n, spec.k, bytes) == Some(b.bytes())
&& checked_bytes(spec.m, spec.n, bytes) == Some(c.bytes());
if valid {
Ok(())
} else {
Err(Error::InvalidMatmulBuffer)
}
}
const fn checked_bytes(rows: usize, columns: usize, bytes: usize) -> Option<usize> {
match rows.checked_mul(columns) {
Some(elements) => elements.checked_mul(bytes),
None => None,
}
}
const fn check(status: i32) -> Result<()> {
if status == 0 {
Ok(())
} else {
Err(Error::Cublas(status))
}
}