use raw pointer in simd code

sbp/src/operators.rs

@@ -290,61 +290,91 @@ fn diff_op_col_simd(
         type SimdT = packed_simd::f32x16;
 
         let ny = prev.shape()[0];
+        // How many elements that can be simdified
+        let simdified = SimdT::lanes() * (ny / SimdT::lanes());
 
         // First block
-        for (bl, mut fut) in block.iter().zip(fut.axis_iter_mut(ndarray::Axis(1))) {
+        {
-            fut.fill(0.0);
+            for (bl, mut fut) in block.iter().zip(fut.axis_iter_mut(ndarray::Axis(1))) {
-            debug_assert_eq!(fut.len(), prev.shape()[0]);
+                fut.fill(0.0);
-            for (&bl, prev) in bl.iter().zip(prev.axis_iter(ndarray::Axis(1))) {
+                debug_assert_eq!(fut.len(), prev.shape()[0]);
-                debug_assert_eq!(prev.len(), fut.len());
+                for (&bl, prev) in bl.iter().zip(prev.axis_iter(ndarray::Axis(1))) {
-                fut.scaled_add(idx * bl, &prev);
+                    debug_assert_eq!(prev.len(), fut.len());
-            }
-        }
-
-        let half_diag_width = (diag.len() - 1) / 2;
-        assert!(half_diag_width <= block.len());
-
-        for ifut in block.len()..nx - block.len() {
-            let simdified = SimdT::lanes() * (ny / SimdT::lanes());
-            for j in (0..simdified).step_by(SimdT::lanes()) {
-                let index_to_simd = |(j, i)| unsafe {
-                    // gets simd along stride 1, j never goes past end of slice
-                    SimdT::from_slice_unaligned(std::slice::from_raw_parts(
-                        prev.uget((j, i)),
-                        SimdT::lanes(),
-                    ))
-                };
-                let mut f = SimdT::splat(0.0);
-                for (id, &d) in diag.iter().enumerate() {
-                    let offset = ifut - half_diag_width + id;
-                    f = f + d * index_to_simd((j, offset));
-                }
-                f = f * idx;
-                unsafe {
-                    // puts simd along stride 1, j never goes past end of slice
-                    f.write_to_slice_unaligned(std::slice::from_raw_parts_mut(
-                        fut.uget_mut((j, ifut)),
-                        SimdT::lanes(),
-                    ));
-                }
-            }
-            for j in simdified..ny {
-                let mut f = 0.0;
-                for (id, &d) in diag.iter().enumerate() {
-                    let offset = ifut - half_diag_width + id;
-                    f += d * prev[(j, offset)];
-                }
-                fut[(j, ifut)] = idx * f;
-            }
-        }
-        // End block
-        for (bl, mut fut) in block.iter().zip(fut.axis_iter_mut(ndarray::Axis(1)).rev()) {
-            fut.fill(0.0);
-            for (&bl, prev) in bl.iter().zip(prev.axis_iter(ndarray::Axis(1)).rev()) {
-                if symmetry == Symmetry::Symmetric {
                     fut.scaled_add(idx * bl, &prev);
-                } else {
+                }
-                    fut.scaled_add(-idx * bl, &prev);
+            }
+        }
+
+        // Diagonal elements
+        {
+            let half_diag_width = (diag.len() - 1) / 2;
+            assert!(half_diag_width <= block.len());
+
+            let fut_base_ptr = fut.as_mut_ptr();
+            let fut_stride = fut.strides()[1];
+            let fut_ptr = |j, i| {
+                debug_assert!(j < ny && i < nx);
+                unsafe { fut_base_ptr.offset(fut_stride * i as isize + j as isize) }
+            };
+
+            let prev_base_ptr = prev.as_ptr();
+            let prev_stride = prev.strides()[1];
+            let prev_ptr = |j, i| {
+                debug_assert!(j < ny && i < nx);
+                unsafe { prev_base_ptr.offset(prev_stride * i as isize + j as isize) }
+            };
+
+            assert_eq!(fut_stride, prev_stride);
+
+            for ifut in block.len()..nx - block.len() {
+                for j in (0..simdified).step_by(SimdT::lanes()) {
+                    let index_to_simd = |(j, i)| unsafe {
+                        // j never moves past end of slice due to step_by and
+                        // rounding down
+                        SimdT::from_slice_unaligned(std::slice::from_raw_parts(
+                            prev_ptr(j, i),
+                            SimdT::lanes(),
+                        ))
+                    };
+                    let mut f = SimdT::splat(0.0);
+                    for (id, &d) in diag.iter().enumerate() {
+                        let offset = ifut - half_diag_width + id;
+                        f = index_to_simd((j, offset)).mul_adde(SimdT::splat(d), f);
+                    }
+                    f = f * idx;
+                    unsafe {
+                        // puts simd along stride 1, j never goes past end of slice
+                        f.write_to_slice_unaligned(std::slice::from_raw_parts_mut(
+                            fut_ptr(j, ifut),
+                            SimdT::lanes(),
+                        ));
+                    }
+                }
+                for j in simdified..ny {
+                    let mut f = 0.0;
+                    for (id, &d) in diag.iter().enumerate() {
+                        let offset = ifut - half_diag_width + id;
+                        unsafe {
+                            f += d * *prev_ptr(j, offset);
+                        }
+                    }
+                    unsafe {
+                        *fut_ptr(j, ifut) = idx * f;
+                    }
+                }
+            }
+        }
+
+        // End block
+        {
+            for (bl, mut fut) in block.iter().zip(fut.axis_iter_mut(ndarray::Axis(1)).rev()) {
+                fut.fill(0.0);
+                for (&bl, prev) in bl.iter().zip(prev.axis_iter(ndarray::Axis(1)).rev()) {
+                    if symmetry == Symmetry::Symmetric {
+                        fut.scaled_add(idx * bl, &prev);
+                    } else {
+                        fut.scaled_add(-idx * bl, &prev);
+                    }
                 }
             }
         }