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use std::fmt; use std::fmt::Debug; use num_traits::Zero; use super::MatMatMulKer; #[derive(PartialEq, Clone)] pub enum FusedSpec<TI: Copy + Debug> { Min(TI), Max(TI), AddC, PerRowMul(Vec<TI>), PerRowAdd(Vec<TI>), PerColMul(Vec<TI>), PerColAdd(Vec<TI>), AddRowColProducts(Vec<TI>, Vec<TI>), } impl<TI: Copy + Debug> Debug for FusedSpec<TI> { fn fmt(&self, fmt: &mut fmt::Formatter) -> fmt::Result { match self { FusedSpec::Min(t) => write!(fmt, "Min({:?})", t), FusedSpec::Max(t) => write!(fmt, "Max({:?})", t), FusedSpec::AddC => write!(fmt, "AddC"), FusedSpec::PerRowMul(_) => write!(fmt, "PerRowMul"), FusedSpec::PerRowAdd(_) => write!(fmt, "PerRowAdd"), FusedSpec::PerColMul(_) => write!(fmt, "PerColMul"), FusedSpec::PerColAdd(_) => write!(fmt, "PerColAdd"), FusedSpec::AddRowColProducts(_, _) => write!(fmt, "AddRowColProducts"), } } } #[repr(C, usize)] #[derive(PartialEq, Copy, Clone, Debug)] pub enum FusedKerSpec<TI: Copy> { Done, Min(TI), Max(TI), AddC, PerRowMul(*const TI), PerRowAdd(*const TI), PerColMul(*const TI), PerColAdd(*const TI), AddRowColProducts(*const TI, *const TI), } pub struct ScratchSpaceFusedNonLinear<TI: Copy> { uspecs: Vec<FusedKerSpec<TI>>, non_linear_buffers: Vec<Vec<TI>>, } impl<TI: Copy> Default for ScratchSpaceFusedNonLinear<TI> { fn default() -> ScratchSpaceFusedNonLinear<TI> { ScratchSpaceFusedNonLinear { uspecs: vec![], non_linear_buffers: vec![] } } } impl<TI: Copy> ScratchSpaceFusedNonLinear<TI> { pub unsafe fn for_tile<TA, TB, TC, K: MatMatMulKer<TA, TB, TC, TI>>( &mut self, specs: &[FusedSpec<TI>], down: usize, right: usize, ) -> *const FusedKerSpec<TI> where TA: Copy, TB: Copy, TC: Copy, TI: Copy + Debug + Zero, { self.uspecs.clear(); for spec in specs { let s = match spec { FusedSpec::Min(m) => FusedKerSpec::Min(*m), FusedSpec::Max(m) => FusedKerSpec::Max(*m), FusedSpec::AddC => FusedKerSpec::AddC, FusedSpec::PerRowMul(v) => { let have = v.len() - down * K::mr(); let ptr = if have < K::mr() { let mut buf = vec![TI::zero(); K::mr()]; buf[..have].copy_from_slice(&v[down * K::mr()..][..have]); let ptr = buf.as_ptr(); self.non_linear_buffers.push(buf); ptr } else { v.as_ptr().add(down * K::mr()) }; FusedKerSpec::PerRowMul(ptr) } FusedSpec::PerRowAdd(v) => { let have = v.len() - down * K::mr(); let ptr = if have < K::mr() { let mut buf = vec![TI::zero(); K::mr()]; buf[..have].copy_from_slice(&v[down * K::mr()..][..have]); let ptr = buf.as_ptr(); self.non_linear_buffers.push(buf); ptr } else { v.as_ptr().add(down * K::mr()) }; FusedKerSpec::PerRowAdd(ptr) } FusedSpec::PerColMul(v) => { let have = v.len() - right * K::nr(); let ptr = if have < K::nr() { let mut buf = vec![TI::zero(); K::nr()]; buf[..have].copy_from_slice(&v[right * K::nr()..][..have]); let ptr = buf.as_ptr(); self.non_linear_buffers.push(buf); ptr } else { v.as_ptr().add(right * K::nr()) }; FusedKerSpec::PerColMul(ptr) } FusedSpec::PerColAdd(v) => { let have = v.len() - right * K::nr(); let ptr = if have < K::nr() { let mut buf = vec![TI::zero(); K::nr()]; buf[..have].copy_from_slice(&v[right * K::nr()..][..have]); let ptr = buf.as_ptr(); self.non_linear_buffers.push(buf); ptr } else { v.as_ptr().add(right * K::nr()) }; FusedKerSpec::PerColAdd(ptr) } FusedSpec::AddRowColProducts(rows, cols) => { let have = rows.len() - down * K::mr(); let row_ptr = if have < K::mr() { let mut buf = vec![TI::zero(); K::mr()]; buf[..have].copy_from_slice(&rows[down * K::mr()..][..have]); let ptr = buf.as_ptr(); self.non_linear_buffers.push(buf); ptr } else { rows.as_ptr().add(down * K::mr()) }; let have = cols.len() - right * K::nr(); let col_ptr = if have < K::nr() { let mut buf = vec![TI::zero(); K::nr()]; buf[..have].copy_from_slice(&cols[right * K::nr()..][..have]); let ptr = buf.as_ptr(); self.non_linear_buffers.push(buf); ptr } else { cols.as_ptr().add(right * K::nr()) }; FusedKerSpec::AddRowColProducts(row_ptr, col_ptr) } }; self.uspecs.push(s); } self.uspecs.push(FusedKerSpec::Done); self.uspecs.as_ptr() } }