torch_tensor_requires_grad Function

public function torch_tensor_requires_grad(self) result(requires_grad)

Determines whether a tensor requires the autograd module.

Type Bound

torch_tensor

Arguments

Type IntentOptional Attributes Name
class(torch_tensor), intent(in) :: self

Tensor to query

Return Value logical

Whether the tensor requires autograd


Called by

proc~~torch_tensor_requires_grad~~CalledByGraph proc~torch_tensor_requires_grad torch_tensor%torch_tensor_requires_grad proc~torch_tensor_add torch_tensor_add proc~torch_tensor_add->proc~torch_tensor_requires_grad proc~torch_tensor_assign torch_tensor_assign proc~torch_tensor_assign->proc~torch_tensor_requires_grad proc~torch_tensor_divide torch_tensor_divide proc~torch_tensor_divide->proc~torch_tensor_requires_grad proc~torch_tensor_multiply torch_tensor_multiply proc~torch_tensor_multiply->proc~torch_tensor_requires_grad proc~torch_tensor_negative torch_tensor_negative proc~torch_tensor_negative->proc~torch_tensor_requires_grad proc~torch_tensor_power_int16 torch_tensor_power_int16 proc~torch_tensor_power_int16->proc~torch_tensor_requires_grad proc~torch_tensor_power_int32 torch_tensor_power_int32 proc~torch_tensor_power_int32->proc~torch_tensor_requires_grad proc~torch_tensor_power_int64 torch_tensor_power_int64 proc~torch_tensor_power_int64->proc~torch_tensor_requires_grad proc~torch_tensor_power_int8 torch_tensor_power_int8 proc~torch_tensor_power_int8->proc~torch_tensor_requires_grad proc~torch_tensor_power_real32 torch_tensor_power_real32 proc~torch_tensor_power_real32->proc~torch_tensor_requires_grad proc~torch_tensor_power_real64 torch_tensor_power_real64 proc~torch_tensor_power_real64->proc~torch_tensor_requires_grad proc~torch_tensor_subtract torch_tensor_subtract proc~torch_tensor_subtract->proc~torch_tensor_requires_grad interface~assignment (=) assignment (=) interface~assignment (=)->proc~torch_tensor_assign interface~operator (+) operator (+) interface~operator (+)->proc~torch_tensor_add interface~operator (-) operator (-) interface~operator (-)->proc~torch_tensor_negative interface~operator (-)->proc~torch_tensor_subtract interface~operator (ASTERISK) operator (*) interface~operator (ASTERISK)->proc~torch_tensor_multiply interface~operator (ASTERISKASTERISK) operator (**) interface~operator (ASTERISKASTERISK)->proc~torch_tensor_power_int16 interface~operator (ASTERISKASTERISK)->proc~torch_tensor_power_int32 interface~operator (ASTERISKASTERISK)->proc~torch_tensor_power_int64 interface~operator (ASTERISKASTERISK)->proc~torch_tensor_power_int8 interface~operator (ASTERISKASTERISK)->proc~torch_tensor_power_real32 interface~operator (ASTERISKASTERISK)->proc~torch_tensor_power_real64 interface~operator (SLASH) operator (/) interface~operator (SLASH)->proc~torch_tensor_divide

Source Code

  function torch_tensor_requires_grad(self) result(requires_grad)
    class(torch_tensor), intent(in) :: self  !! Tensor to query
    logical :: requires_grad                 !! Whether the tensor requires autograd

    interface
      function torch_tensor_requires_grad_c(tensor_c) result(requires_grad_c) &
          bind(c, name = 'torch_tensor_requires_grad')
        use, intrinsic :: iso_c_binding, only : c_bool, c_ptr
        implicit none
        type(c_ptr), value, intent(in) :: tensor_c
        logical(c_bool) :: requires_grad_c
      end function torch_tensor_requires_grad_c
    end interface

    requires_grad = torch_tensor_requires_grad_c(self%p)
  end function torch_tensor_requires_grad