cutlass/test/unit/cute/core/inverse_left.cpp

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//#define CUTLASS_DEBUG_TRACE_LEVEL 1

#include "cutlass_unit_test.h"

#include <cutlass/trace.h>
#include <iostream>
#include <cute/layout.hpp>
#include <cute/layout_composed.hpp>  // cute::composition
#include <cute/swizzle.hpp>          // cute::Swizzle
#include <cute/swizzle_layout.hpp>   // cute::composition
#include <cute/tensor.hpp>

using namespace cute;

template <class Layout>
void
test_left_inverse(Layout const& layout)
{
  auto inv_layout = left_inverse(layout);

  CUTLASS_TRACE_HOST(layout << " ^ -1\n" << "  =>  \n" << inv_layout);

  for (int i = 0; i < size(layout); ++i) {
    //printf("%3d: %3d  %3d  %3d\n", i, int(layout(i)), int(inv_layout(layout(i))), int(layout(inv_layout(layout(i)))));
    EXPECT_EQ(layout(inv_layout(layout(i))), layout(i));
  }

  CUTLASS_TRACE_HOST("Composition: " << coalesce(composition(layout, composition(inv_layout, layout))));
}

TEST(CuTe_core, Inverse_left)
{
  CUTLASS_TRACE_HOST("-------------------------------");
  CUTLASS_TRACE_HOST("LEFT INVERSE"                   );
  CUTLASS_TRACE_HOST("-------------------------------");

  CUTLASS_TRACE_HOST("-------------------------------");
  CUTLASS_TRACE_HOST("Simple tests"                   );
  CUTLASS_TRACE_HOST("-------------------------------");

  {
  auto layout = Layout<_1, _0>{};

  test_left_inverse(layout);
  }

  {
  auto layout = Layout<_1, _1>{};

  test_left_inverse(layout);
  }

  {
  auto layout = Layout<Shape <Shape <_1,_1>>,
                       Stride<Stride<_0,_0>>>{};

  test_left_inverse(layout);
  }

  {
  auto layout = Layout<Shape <Shape <_3,_7>>,
                       Stride<Stride<_0,_0>>>{};

  test_left_inverse(layout);
  }

  {
  auto layout = Layout<Shape <_4>,
                       Stride<_0>>{};

  test_left_inverse(layout);
  }

  {
  auto layout = Layout<Shape <_4>,
                       Stride<_1>>{};

  test_left_inverse(layout);
  }

  {
  auto layout = Layout<Shape <_4>,
                       Stride<_2>>{};

  test_left_inverse(layout);
  }

  {
  auto layout = Layout<Shape <_2,_4>,
                       Stride<_0,_2>>{};

  test_left_inverse(layout);
  }

  {
  auto layout = Layout<Shape <_8, _4>>{};

  test_left_inverse(layout);
  }

  {
  auto layout = Layout<Shape <_8, _4>,
                       Stride<_4, _1>>{};

  test_left_inverse(layout);
  }

  {
  auto layout = Layout<Shape< _2,_4,_6>>{};

  test_left_inverse(layout);
  }

  {
  auto layout = Layout<Shape <_2,_4,_6>,
                       Stride<_4,_1,_8>>{};

  test_left_inverse(layout);
  }

  {
  auto layout = Layout<Shape <_2,_4,_4,_6>,
                       Stride<_4,_1,_0,_8>>{};

  test_left_inverse(layout);
  }

  {
  auto layout = Layout<Shape <_4, _2>,
                       Stride<_1,_16>>{};

  test_left_inverse(layout);
  }

  {
  auto layout = Layout<Shape <_4, _2>,
                       Stride<_1, _5>>{};

  test_left_inverse(layout);
  }

  {
  auto layout = Layout<Shape<_128,_128>,Stride<_65536,_1>>{};

  test_left_inverse(layout);
  }

  {
  auto layout = Layout<Shape<_128,_160>,Stride<_65536,_1>>{};

  test_left_inverse(layout);
  }

  {
  auto layout = Layout<Shape<_128,_3,_160>,Stride<_65536,_512,_1>>{};

  test_left_inverse(layout);
  }

  {
  auto layout = Layout<Shape<_128, _64>, Stride<Int<131072>, Int<2>>>{};

  test_left_inverse(layout);
  }

  {
  auto layout = Layout<Shape<_32,_4,_4,_4>, Stride<_262144,_4,Int<8388608>,_1>>{};

  test_left_inverse(layout);
  }

  {
  auto layout = Layout<Shape<_2,_2,_2>, Stride<_4,_0,_1>>{};

  test_left_inverse(layout);
  }

  {
  auto layout = Layout<Shape <Shape <Shape <Shape <Shape <      _32, _4>, _1>, Shape < _32,   _2>>,         _4>, _1, Shape <_2,  _2>,  _2>,
                       Stride<Stride<Stride<Stride<Stride<C<262144>, _4>, _0>, Stride<C<0>, C<1>>>, C<8388608>>, _0, Stride<_2, _16>, _32>>{};

  test_left_inverse(layout);
  }

  // CUTLASS_TRACE_HOST("-------------------------------");
  // CUTLASS_TRACE_HOST("Dynamic shapes/strides"         );
  // CUTLASS_TRACE_HOST("-------------------------------");

  // {
  // auto layout = make_layout(Shape<_4, _2>{}, make_stride(Int<1>{}, 4));

  // test_left_inverse(layout);
  // }

  // {
  // auto layout = make_layout(make_shape(_4{}, 2), make_stride(Int<1>{}, 4));

  // test_left_inverse(layout);
  // }

  // {
  // auto layout = make_layout(make_shape(4, 2), make_stride(Int<1>{}, 4));

  // test_left_inverse(layout);
  // }

  // {
  // auto layout = make_layout(Shape<_2, _4>{}, make_stride(4, Int<1>{}));

  // test_left_inverse(layout);
  // }

  // {
  // auto layout = make_layout(make_shape(2, Int<4>{}), make_stride(4, Int<1>{}));

  // test_left_inverse(layout);
  // }

  // {
  // auto layout = make_layout(make_shape(2, 4), make_stride(4, Int<1>{}));

  // test_left_inverse(layout);
  // }

  // {
  // auto layout = make_layout(make_shape(2, 4), make_stride(4, 1));

  // test_left_inverse(layout);
  // }

  CUTLASS_TRACE_HOST("-------------------------------");
  CUTLASS_TRACE_HOST("Swizzle layouts"                );
  CUTLASS_TRACE_HOST("-------------------------------");

  {
  auto layout = ComposedLayout<Swizzle<1,0,2>, _0, Layout<Shape <_4, _4>,
                                                          Stride<_1, _4>>>{};

  test_left_inverse(layout);
  }

  {
  auto layout = ComposedLayout<Swizzle<1,0,2>, _0, Layout<Shape <_4, _4>,
                                                          Stride<_4, _1>>>{};

  test_left_inverse(layout);
  }

  {
  auto layout = ComposedLayout<Swizzle<1,0,1>, _0, Layout<Shape <_4, _4>,
                                                          Stride<_8, _1>>>{};

  test_left_inverse(layout);
  }

  CUTLASS_TRACE_HOST("-------------------------------");
  CUTLASS_TRACE_HOST("BETA: Negative strides"         );
  CUTLASS_TRACE_HOST("-------------------------------");

  {
  auto layout = make_layout(Shape<_4>{}, Stride<Int<-1>>{});

  test_left_inverse(layout);
  }

  //{
  //auto layout = Layout<Shape < _2,_4>,
  //                     Stride<_m1,_2>>{};

  //test_left_inverse(layout);
  //}

  //{
  //auto layout = Layout<Shape < _2, _4>,
  //                     Stride< _4,_m1>>{};

  //test_left_inverse(layout);
  //}

  //{
  //auto layout = Layout<Shape < _2, _4, _6>,
  //                     Stride<_m1,_12,_m2>>{};

  //test_left_inverse(layout);
  //}
}