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use std::ffi::c_void; use std::fmt; use std::fmt::Debug; use tract_data::internal::*; #[derive(PartialEq, Clone, Debug, Hash)] pub enum MatrixStoreSpec { View { axes: Option<(usize, usize)>, mr: usize, nr: usize, }, Packed { panel_bytes: usize, }, Strides { row_byte_stride: isize, row_item_stride: isize, col_byte_stride: isize, col_item_stride: isize, mr: usize, nr: usize, }, OffsetsAndPtrs { row_byte_offsets: Vec<isize>, col_byte_offsets: Vec<isize>, nr: usize, }, } impl MatrixStoreSpec { pub unsafe fn wrap<'t>(&self, tensor: &'t TensorView) -> MatrixStore<'_, 't> { MatrixStore::new(self, tensor) } } impl fmt::Display for MatrixStoreSpec { fn fmt(&self, fmt: &mut fmt::Formatter) -> fmt::Result { match self { MatrixStoreSpec::View { .. } => write!(fmt, "ViewAxis"), MatrixStoreSpec::Packed { .. } => write!(fmt, "Packed"), MatrixStoreSpec::Strides { .. } => write!(fmt, "Strides"), MatrixStoreSpec::OffsetsAndPtrs { .. } => write!(fmt, "OffsetsAndPtrs"), } } } #[derive(Clone, Debug)] pub enum MatrixStore<'s, 't> { Strides { ptr: *mut c_void, row_byte_stride: isize, col_byte_stride: isize, row_item_stride: isize, col_item_stride: isize, panel_row_byte_stride: isize, panel_col_byte_stride: isize, item_size: usize, item_count: usize, mr: usize, }, Packed { ptr: *const c_void, item_size: usize, panel_bytes: isize, }, OffsetsAndPtrs { row_byte_offsets: *const isize, col_ptrs: Vec<*const c_void>, nr: usize, }, _Phantom(&'s (), &'t ()), } impl<'s, 't> MatrixStore<'s, 't> { unsafe fn new(spec: &'s MatrixStoreSpec, tensor: &'t TensorView) -> MatrixStore<'s, 't> { use MatrixStore::*; use MatrixStoreSpec as S; match spec { S::View { mr, nr, .. } | S::Strides { mr, nr, .. } => { let (row_item_stride, col_item_stride, row_byte_stride, col_byte_stride) = Self::compute_strides(spec, tensor); Strides { ptr: tensor.as_ptr_unchecked::<u8>() as _, row_byte_stride, col_byte_stride, row_item_stride, col_item_stride, panel_row_byte_stride: row_byte_stride * *mr as isize, panel_col_byte_stride: col_byte_stride * *nr as isize, item_size: tensor.datum_type().size_of(), mr: *mr, item_count: tensor.len(), } } S::Packed { panel_bytes } => Packed { ptr: tensor.as_ptr_unchecked::<u8>() as _, item_size: tensor.datum_type().size_of(), panel_bytes: *panel_bytes as isize, }, S::OffsetsAndPtrs { row_byte_offsets, col_byte_offsets, nr } => OffsetsAndPtrs { row_byte_offsets: row_byte_offsets.as_ptr(), col_ptrs: col_byte_offsets .iter() .map(|offset| tensor.as_ptr_unchecked::<u8>().offset(*offset) as _) .collect(), nr: *nr, }, } } #[inline] pub(super) unsafe fn panel_a(&self, i: usize) -> PanelStore { match self { MatrixStore::Packed { ptr, panel_bytes, .. } => { PanelStore::Packed { ptr: ptr.offset(panel_bytes * i as isize) } } _ => unimplemented!(), } } #[inline] pub(super) unsafe fn panel_b(&self, i: usize) -> PanelStore { match self { MatrixStore::Packed { ptr, panel_bytes, .. } => { PanelStore::Packed { ptr: ptr.offset(panel_bytes * i as isize) } } MatrixStore::OffsetsAndPtrs { row_byte_offsets, col_ptrs, nr, .. } => { PanelStore::OffsetsAndPtrs { row_byte_offsets: *row_byte_offsets, col_ptrs: col_ptrs.as_ptr().offset((nr * i) as isize), } } _ => unimplemented!(), } } unsafe fn compute_strides( spec: &MatrixStoreSpec, tensor: &TensorView, ) -> (isize, isize, isize, isize) { let size_of = tensor.datum_type().size_of() as isize; match spec { MatrixStoreSpec::View { axes, .. } => { let (m_axis, n_axis) = if let Some(axes) = axes { axes.clone() } else { let rank = tensor.rank(); (rank - 2, rank - 1) }; let tensor_strides = tensor.strides(); let row_item_stride = *tensor_strides.get_unchecked(m_axis); let col_item_stride = *tensor_strides.get_unchecked(n_axis); let row_byte_stride = row_item_stride * size_of; let col_byte_stride = col_item_stride * size_of; (row_item_stride, col_item_stride, row_byte_stride, col_byte_stride) } MatrixStoreSpec::Strides { row_byte_stride, col_byte_stride, col_item_stride, row_item_stride, .. } => (*row_item_stride, *col_item_stride, *row_byte_stride, *col_byte_stride), _ => panic!(), } } #[inline] pub(super) unsafe fn tile_c(&self, down: usize, right: usize) -> Tile { let (down, right) = (down as isize, right as isize); match self { MatrixStore::Strides { ptr, row_byte_stride, col_byte_stride, item_size, panel_row_byte_stride, panel_col_byte_stride, .. } => Tile { ptr: ptr.offset(panel_row_byte_stride * down + panel_col_byte_stride * right) as *mut _, row_byte_stride: *row_byte_stride, col_byte_stride: *col_byte_stride, item_size: *item_size, }, _ => unimplemented!(), } } #[inline] pub(super) unsafe fn set_from_tile<T: Datum + Copy>( &mut self, down: usize, right: usize, height: usize, width: usize, tile: &Tile, ) { let tile = tile.ptr as *mut T; match self { MatrixStore::Strides { ptr, row_byte_stride, col_byte_stride, panel_row_byte_stride, panel_col_byte_stride, mr, .. } => { let dst = ptr.offset( (*panel_row_byte_stride as usize * down + *panel_col_byte_stride as usize * right) as isize, ); for y in 0..height as isize { for x in 0..width as isize { let value = tile.offset(y + x * *mr as isize); let dst = dst.offset((y * *row_byte_stride + x * *col_byte_stride) as isize); *(dst as *mut T) = *value; } } } _ => unimplemented!(), } } } #[repr(C, usize)] #[derive(PartialEq, Copy, Clone, Debug)] pub enum PanelStore { Strides(Tile), Packed { ptr: *const c_void }, OffsetsAndPtrs { row_byte_offsets: *const isize, col_ptrs: *const *const c_void }, } #[repr(C)] #[derive(PartialEq, Copy, Clone, Debug)] pub struct Tile { pub ptr: *mut c_void, pub row_byte_stride: isize, pub col_byte_stride: isize, pub item_size: usize, }