Skip to content

AtenStackOp does not see tensors appended after list construction #3044

@renxida

Description

@renxida

Found this issue while working on #2969

Using AtenStackOp on list constructed using ListConstruct with a ValueRange does NOT fail:

module {
  func.func @test_stack() -> !torch.vtensor<[3,2,3],f32> {
    %int0 = torch.constant.int 0
    %int2 = torch.constant.int 2
    %int3 = torch.constant.int 3
    %int6 = torch.constant.int 6
    %float0 = torch.constant.float 0.0
    %none = torch.constant.none
    %shape = torch.prim.ListConstruct %int2, %int3 : (!torch.int, !torch.int) -> !torch.list<int>

    %1 = torch.aten.full %shape, %float0, %int6, %none, %none, %none : !torch.list<int>, !torch.float, !torch.int, !torch.none, !torch.none, !torch.none -> !torch.vtensor<[2,3],f32>
    %2 = torch.aten.full %shape, %float0, %int6, %none, %none, %none : !torch.list<int>, !torch.float, !torch.int, !torch.none, !torch.none, !torch.none -> !torch.vtensor<[2,3],f32>
    %3 = torch.aten.full %shape, %float0, %int6, %none, %none, %none : !torch.list<int>, !torch.float, !torch.int, !torch.none, !torch.none, !torch.none -> !torch.vtensor<[2,3],f32>
    %4 = torch.prim.ListConstruct %1, %2, %3 : (!torch.vtensor<[2,3],f32>, !torch.vtensor<[2,3],f32>, !torch.vtensor<[2,3],f32>) -> !torch.list<vtensor<[2,3],f32>>
    %5 = torch.aten.stack %4, %int0 : !torch.list<vtensor<[2,3],f32>>, !torch.int -> !torch.vtensor<[3,2,3],f32>
    return %5 : !torch.vtensor<[3,2,3],f32>
  }
}

Minimal replicating example:

module {
  func.func @test_stack() -> !torch.vtensor<[3,2,3],f32> {
    %int0 = torch.constant.int 0
    %int2 = torch.constant.int 2
    %int3 = torch.constant.int 3
    %int6 = torch.constant.int 6
    %float0 = torch.constant.float 0.0
    %none = torch.constant.none
    %shape = torch.prim.ListConstruct %int2, %int3 : (!torch.int, !torch.int) -> !torch.list<int>

    %1 = torch.aten.full %shape, %float0, %int6, %none, %none, %none : !torch.list<int>, !torch.float, !torch.int, !torch.none, !torch.none, !torch.none -> !torch.vtensor<[2,3],f32>
    %2 = torch.aten.full %shape, %float0, %int6, %none, %none, %none : !torch.list<int>, !torch.float, !torch.int, !torch.none, !torch.none, !torch.none -> !torch.vtensor<[2,3],f32>
    %3 = torch.aten.full %shape, %float0, %int6, %none, %none, %none : !torch.list<int>, !torch.float, !torch.int, !torch.none, !torch.none, !torch.none -> !torch.vtensor<[2,3],f32>

    %list_of_tensors = torch.prim.ListConstruct  : () -> !torch.list<vtensor<[2,3],f32>>

    torch.aten.append.t %list_of_tensors, %1 : !torch.list<vtensor<[2,3],f32>>, !torch.vtensor<[2,3],f32> -> !torch.list<vtensor<[2,3],f32>>
    torch.aten.append.t %list_of_tensors, %2 : !torch.list<vtensor<[2,3],f32>>, !torch.vtensor<[2,3],f32> -> !torch.list<vtensor<[2,3],f32>>
    torch.aten.append.t %list_of_tensors, %3 : !torch.list<vtensor<[2,3],f32>>, !torch.vtensor<[2,3],f32> -> !torch.list<vtensor<[2,3],f32>>

    %5 = torch.aten.stack %list_of_tensors, %int0 : !torch.list<vtensor<[2,3],f32>>, !torch.int -> !torch.vtensor<[3,2,3],f32>
    return %5 : !torch.vtensor<[3,2,3],f32>
  }
}

Replicating example with loop:

module {
  func.func @test_stack() -> !torch.vtensor<[3,2,3],f32> {
    %int0 = torch.constant.int 0
    %int2 = torch.constant.int 2
    %int3 = torch.constant.int 3
    %int6 = torch.constant.int 6
    %float0 = torch.constant.float 0.0
    %none = torch.constant.none
    %shape = torch.prim.ListConstruct %int2, %int3 : (!torch.int, !torch.int) -> !torch.list<int>
    %true = torch.constant.bool true

    %list_of_tensors = torch.prim.ListConstruct  : () -> !torch.list<vtensor<[2,3],f32>>
    
    %loop_iters_max = torch.constant.int 3

    torch.prim.Loop %loop_iters_max, %true, init() {
      ^bb0(%iter_index: !torch.int):
      %tensor = torch.aten.full %shape, %float0, %int6, %none, %none, %none : !torch.list<int>, !torch.float, !torch.int, !torch.none, !torch.none, !torch.none -> !torch.vtensor<[2,3],f32>
      %discard_append_result = torch.aten.append.t %list_of_tensors, %tensor : !torch.list<vtensor<[2,3],f32>>, !torch.vtensor<[2,3],f32> -> !torch.list<vtensor<[2,3],f32>>
      %continue = torch.constant.bool true
      torch.prim.Loop.condition %true, iter()
    } : (!torch.int, !torch.bool) -> ()

    %5 = torch.aten.stack %list_of_tensors, %int0 : !torch.list<vtensor<[2,3],f32>>, !torch.int -> !torch.vtensor<[3,2,3],f32>
    return %5 : !torch.vtensor<[3,2,3],f32>
  }
}

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Type

    No type

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions