eb177803bf
1. Remove the trailing comma for the last element of memref and add closing parenthesis. 2. Change integration tests to use the new format.
62 lines
2.6 KiB
MLIR
62 lines
2.6 KiB
MLIR
//--------------------------------------------------------------------------------------------------
|
|
// WHEN CREATING A NEW TEST, PLEASE JUST COPY & PASTE WITHOUT EDITS.
|
|
//
|
|
// Set-up that's shared across all tests in this directory. In principle, this
|
|
// config could be moved to lit.local.cfg. However, there are downstream users that
|
|
// do not use these LIT config files. Hence why this is kept inline.
|
|
//
|
|
// DEFINE: %{sparsifier_opts} = enable-runtime-library=true
|
|
// DEFINE: %{sparsifier_opts_sve} = enable-arm-sve=true %{sparsifier_opts}
|
|
// DEFINE: %{compile} = mlir-opt %s --sparsifier="%{sparsifier_opts}"
|
|
// DEFINE: %{compile_sve} = mlir-opt %s --sparsifier="%{sparsifier_opts_sve}"
|
|
// DEFINE: %{run_libs} = -shared-libs=%mlir_c_runner_utils,%mlir_runner_utils
|
|
// DEFINE: %{run_opts} = -e main -entry-point-result=void
|
|
// DEFINE: %{run} = mlir-cpu-runner %{run_opts} %{run_libs}
|
|
// DEFINE: %{run_sve} = %mcr_aarch64_cmd --march=aarch64 --mattr="+sve" %{run_opts} %{run_libs}
|
|
//
|
|
// DEFINE: %{env} =
|
|
//--------------------------------------------------------------------------------------------------
|
|
|
|
// RUN: %{compile} | env %{env} %{run} | FileCheck %s
|
|
//
|
|
// Do the same run, but now with direct IR generation.
|
|
// REDEFINE: %{sparsifier_opts} = enable-runtime-library=false
|
|
// RUN: %{compile} | env %{env} %{run} | FileCheck %s
|
|
|
|
#CSR_hi = #sparse_tensor.encoding<{
|
|
map = (i, j) -> ( i : dense, j : loose_compressed)
|
|
}>
|
|
|
|
module {
|
|
func.func @main() {
|
|
%c0 = arith.constant 0 : index
|
|
%f0 = arith.constant 0.0 : f64
|
|
%d = arith.constant dense<[[ 1.0, 2.0, 3.0, 4.0 ],
|
|
[ 5.0, 6.0, 7.0, 8.0 ],
|
|
[ 0.0, 0.0, 5.5, 0.0 ],
|
|
[ 9.0, 10.0, 11.0, 12.0 ],
|
|
[13.0, 14.0, 15.0, 16.0 ]]> : tensor<5x4xf64>
|
|
%s = sparse_tensor.convert %d : tensor<5x4xf64> to tensor<5x4xf64, #CSR_hi>
|
|
|
|
//
|
|
// Note: position for loose_compressed level can vary in the end,
|
|
// therefore we loosly check it with {{.*}}.
|
|
//
|
|
// CHECK: ---- Sparse Tensor ----
|
|
// CHECK-NEXT: nse = 17
|
|
// CHECK-NEXT: dim = ( 5, 4 )
|
|
// CHECK-NEXT: lvl = ( 5, 4 )
|
|
// CHECK-NEXT: pos[1] : ( 0, 4, 4, 8, 8, 9, 9, 13, {{.*}} )
|
|
// CHECK-NEXT: crd[1] : ( 0, 1, 2, 3, 0, 1, 2, 3, 2, 0, 1, 2, 3, 0, 1, 2, 3 )
|
|
// CHECK-NEXT: values : ( 1, 2, 3, 4, 5, 6, 7, 8, 5.5, 9, 10, 11, 12, 13, 14, 15, 16 )
|
|
// CHECK-NEXT: ----
|
|
//
|
|
sparse_tensor.print %s : tensor<5x4xf64, #CSR_hi>
|
|
|
|
// Release the resources.
|
|
bufferization.dealloc_tensor %s: tensor<5x4xf64, #CSR_hi>
|
|
|
|
return
|
|
}
|
|
}
|