Port TH operators to Aten (umbrella issue)

[VitalyFedyunin]

Porting guide: https://github.com/pytorch/pytorch/wiki/TH-to-ATen-porting-guide

Example PR with porting of the adaptive_avg_pool2d: #14714

Example PR with porting of the point-wise operator addcmul: #22874

How to use TensorIterator (if needed): https://github.com/pytorch/pytorch/wiki/How-to-use-TensorIterator

Notes:

• While porting operators please include [namedtensor ci] into commit message, it will start names propagation test.

Issues were automatically generated based on legacy:: dispatch rules in native_functions.yaml and operators cname in Declarations.cwrap

CUDA Ops

• Migrate _index_copy_ from the TH to Aten (CUDA) #24523 Migrate _index_copy_ from the TH to Aten (CUDA)

• Migrate _mode from the TH to Aten (CUDA) #24526 Migrate _mode from the TH to Aten (CUDA)

• Migrate _multinomial_alias_draw from the TH to Aten (CUDA) #24527 Migrate _multinomial_alias_draw from the TH to Aten (CUDA)

• Migrate _multinomial_alias_setup from the TH to Aten (CUDA) #24528 Migrate _multinomial_alias_setup from the TH to Aten (CUDA)

• Migrate cholesky_inverse from the TH to Aten (CUDA) #24543 Migrate cholesky_inverse from the TH to Aten (CUDA)

• Migrate fmod and fmod_ from the TH to Aten (CUDA) #24565 Migrate fmod and fmod_ from the TH to Aten (CUDA)

• Migrate geqrf from the TH to Aten (CUDA) #24569 Migrate geqrf from the TH to Aten (CUDA)

• Migrate glu from the TH to Aten (CUDA) #24571 Migrate glu from the TH to Aten (CUDA)

• Migrate glu_backward from the TH to Aten (CUDA) #24572 Migrate glu_backward from the TH to Aten (CUDA)

• Migrate index_fill_ from the TH to Aten (CUDA) #24577 Migrate index_fill_ from the TH to Aten (CUDA)

• Migrate log_sigmoid_backward from the TH to Aten (CUDA) #24590 Migrate log_sigmoid_backward from the TH to Aten (CUDA)

• Migrate log_sigmoid_forward from the TH to Aten (CUDA) #24591 Migrate log_sigmoid_forward from the TH to Aten (CUDA)

• Migrate lstsq from the TH to Aten (CUDA) #24592 Migrate lstsq from the TH to Aten (CUDA)

• Migrate mode from the TH to Aten (CUDA) #24597 Migrate mode from the TH to Aten (CUDA)

• Migrate multi_margin_loss from the TH to Aten (CUDA) #24600 Migrate multi_margin_loss from the TH to Aten (CUDA)

• Migrate multi_margin_loss_backward from the TH to Aten (CUDA) #24601 Migrate multi_margin_loss_backward from the TH to Aten (CUDA)

• Migrate multilabel_margin_loss_backward from the TH to Aten (CUDA) #24602 Migrate multilabel_margin_loss_backward from the TH to Aten (CUDA)

• Migrate multilabel_margin_loss_forward from the TH to Aten (CUDA) #24603 Migrate multilabel_margin_loss_forward from the TH to Aten (CUDA)

• Migrate nll_loss2d_backward from the TH to Aten (CUDA) #24607 Migrate nll_loss2d_backward from the TH to Aten (CUDA)

• Migrate nll_loss2d_forward from the TH to Aten (CUDA) #24608 Migrate nll_loss2d_forward from the TH to Aten (CUDA)

• Migrate nll_loss_backward from the TH to Aten (CUDA) #24609 Migrate nll_loss_backward from the TH to Aten (CUDA)

• Migrate nll_loss_forward from the TH to Aten (CUDA) #24610 Migrate nll_loss_forward from the TH to Aten (CUDA)

• Migrate put_ from the TH to Aten (CUDA) #24614 Migrate put_ from the TH to Aten (CUDA)

• Migrate renorm and renorm_ from the TH to Aten (CUDA) #24616 Migrate renorm and renorm_ from the TH to Aten (CUDA)

• Migrate rrelu_with_noise and rrelu_with_noise_ from the TH to Aten (CUDA) #24618 Migrate rrelu_with_noise and rrelu_with_noise_ from the TH to Aten (CUDA)

• Migrate sigmoid_backward from the TH to Aten (CUDA) #24625 Migrate sigmoid_backward from the TH to Aten (CUDA)

• Migrate sort from the TH to Aten (CUDA) #24637 Migrate sort from the TH to Aten (CUDA)

• Migrate take from the TH to Aten (CUDA) #24640 Migrate take from the TH to Aten (CUDA)

• Migrate tanh_backward from the TH to Aten (CUDA) #24643 Migrate tanh_backward from the TH to Aten (CUDA)

• Migrate thnn_conv2d_backward from the TH to Aten (CUDA) #24644 Migrate thnn_conv2d_backward from the TH to Aten (CUDA)

• Migrate thnn_conv2d_forward from the TH to Aten (CUDA) #24645 Migrate thnn_conv2d_forward from the TH to Aten (CUDA)

• Migrate thnn_conv_depthwise2d_backward from the TH to Aten (CUDA) #24646 Migrate thnn_conv_depthwise2d_backward from the TH to Aten (CUDA)

• Migrate thnn_conv_depthwise2d_forward from the TH to Aten (CUDA) #24647 Migrate thnn_conv_depthwise2d_forward from the TH to Aten (CUDA)

• Migrate topk from the TH to Aten (CUDA) #24648 Migrate topk from the TH to Aten (CUDA)

• Migrate _addr and _addr_ from the TH to Aten (CUDA) #24519 Migrate _addr and _addr_ from the TH to Aten (CUDA)

• Migrate _cat from the TH to Aten (CUDA) #24520 Migrate _cat from the TH to Aten (CUDA)

• Migrate _cumprod from the TH to Aten (CUDA) #24521 Migrate _cumprod from the TH to Aten (CUDA)

• Migrate _cumsum from the TH to Aten (CUDA) #24522 Migrate _cumsum from the TH to Aten (CUDA)

• Migrate _max from the TH to Aten (CUDA) #24524 Migrate _max from the TH to Aten (CUDA)

• Migrate _min from the TH to Aten (CUDA) #24525 Migrate _min from the TH to Aten (CUDA)

• Migrate _std from the TH to Aten (CUDA) #24529 Migrate _std from the TH to Aten (CUDA)

• Migrate _var from the TH to Aten (CUDA) #24530 Migrate _var from the TH to Aten (CUDA)

• Migrate addbmm and addbmm_ from the TH to Aten (CUDA) #24533 Migrate addbmm and addbmm_ from the TH to Aten (CUDA)

• Migrate addmm and addmm_ from the TH to Aten (CUDA) #24534 Migrate addmm and addmm_ from the TH to Aten (CUDA)

• Migrate addmv and addmv_ from the TH to Aten (CUDA) #24535 Migrate addmv and addmv_ from the TH to Aten (CUDA)

• Migrate addr and addr_ from the TH to Aten (CUDA) #24536 Migrate addr and addr_ from the TH to Aten (CUDA)

• Migrate atan and atan_ from the TH to Aten (CUDA) #24538 Migrate atan and atan_ from the TH to Aten (CUDA)

• Migrate baddbmm and baddbmm_ from the TH to Aten (CUDA) #24539 Migrate baddbmm and baddbmm_ from the TH to Aten (CUDA)

• Migrate binary_cross_entropy from the TH to Aten (CUDA) #24540 Migrate binary_cross_entropy from the TH to Aten (CUDA)

• Migrate binary_cross_entropy_backward from the TH to Aten (CUDA) #24541 Migrate binary_cross_entropy_backward from the TH to Aten (CUDA)

• Migrate clamp and clamp_ from the TH to Aten (CUDA) #24544 Migrate clamp and clamp_ from the TH to Aten (CUDA)

• Migrate cos and cos_ from the TH to Aten (CUDA) #24545 Migrate cos and cos_ from the TH to Aten (CUDA)

• Migrate cosh and cosh_ from the TH to Aten (CUDA) #24546 Migrate cosh and cosh_ from the TH to Aten (CUDA)

• Migrate cumprod from the TH to Aten (CUDA) #24547 Migrate cumprod from the TH to Aten (CUDA)

• Migrate cumsum from the TH to Aten (CUDA) #24548 Migrate cumsum from the TH to Aten (CUDA)

• Migrate diag from the TH to Aten (CUDA) #24549 Migrate diag from the TH to Aten (CUDA)

• Migrate dist from the TH to Aten (CUDA) #24551 Migrate dist from the TH to Aten (CUDA)

• Migrate dot from the TH to Aten (CUDA) #24552 Migrate dot from the TH to Aten (CUDA)

• Migrate eig from the TH to Aten (CUDA) #24553 Migrate eig from the TH to Aten (CUDA)

• Migrate elu and elu_ from the TH to Aten (CUDA) #24554 Migrate elu and elu_ from the TH to Aten (CUDA)

• Migrate elu_backward from the TH to Aten (CUDA) #24555 Migrate elu_backward from the TH to Aten (CUDA)

• Migrate equal from the TH to Aten (CUDA) #24557 Migrate equal from the TH to Aten (CUDA)

• Migrate erf and erf_ from the TH to Aten (CUDA) #24558 Migrate erf and erf_ from the TH to Aten (CUDA)

• Migrate erfc and erfc_ from the TH to Aten (CUDA) #24559 Migrate erfc and erfc_ from the TH to Aten (CUDA)

• Migrate exp and exp_ from the TH to Aten (CUDA) #24561 Migrate exp and exp_ from the TH to Aten (CUDA)

• Migrate gather from the TH to Aten (CUDA) #24567 Migrate gather from the TH to Aten (CUDA)

• Migrate ger from the TH to Aten (CUDA) #24570 Migrate ger from the TH to Aten (CUDA)

• Migrate hardtanh and hardtanh_ from the TH to Aten (CUDA) #24574 Migrate hardtanh and hardtanh_ from the TH to Aten (CUDA)

• Migrate hardtanh_backward from the TH to Aten (CUDA) #24575 Migrate hardtanh_backward from the TH to Aten (CUDA)

• Migrate index_add_ from the TH to Aten (CUDA) #24576 Migrate index_add_ from the TH to Aten (CUDA)

• Migrate index_select from the TH to Aten (CUDA) #24578 Migrate index_select from the TH to Aten (CUDA)

• Migrate leaky_relu and leaky_relu_ from the TH to Aten (CUDA) #24583 Migrate leaky_relu and leaky_relu_ from the TH to Aten (CUDA)

• Migrate leaky_relu_backward from the TH to Aten (CUDA) #24584 Migrate leaky_relu_backward from the TH to Aten (CUDA)

• Migrate masked_select from TH to ATen (CUDA) #33054 Migrate masked_select from TH to Aten (CUDA)

• Migrate masked_scatter from TH to ATen (CUDA) #49542 Migrate masked_scatter from TH to Aten (CUDA)

• Migrate masked_fill from TH to ATen (CUDA) #49543 Migrate masked_fill from TH to Aten (CUDA)

• Migrate max from the TH to Aten (CUDA) #24594 Migrate max from the TH to Aten (CUDA)

• Migrate min from the TH to Aten (CUDA) #24595 Migrate min from the TH to Aten (CUDA)

• Migrate mm from the TH to Aten (CUDA) #24596 Migrate mm from the TH to Aten (CUDA)

• Migrate mv from the TH to Aten (CUDA) #24605 Migrate mv from the TH to Aten (CUDA)

• Migrate nonzero from the TH to Aten (CUDA) #24611 Migrate nonzero from the TH to Aten (CUDA)

• Migrate remainder and remainder_ from the TH to Aten (CUDA) #24615 Migrate remainder and remainder_ from the TH to Aten (CUDA)

• Migrate rrelu_with_noise_backward from the TH to Aten (CUDA) #24619 Migrate rrelu_with_noise_backward from the TH to Aten (CUDA)

• Migrate scatter and scatter_ from the TH to Aten (CUDA) #24621 Migrate scatter and scatter_ from the TH to Aten (CUDA)

• Migrate scatter_add_ from the TH to Aten (CUDA) #24622 Migrate scatter_add_ from the TH to Aten (CUDA)

• Migrate set_ from the TH to Aten (CUDA) #24623 Migrate set_ from the TH to Aten (CUDA)

• Migrate soft_margin_loss from the TH to Aten (CUDA) #24631 Migrate soft_margin_loss from the TH to Aten (CUDA)

• Migrate soft_margin_loss_backward from the TH to Aten (CUDA) #24632 Migrate soft_margin_loss_backward from the TH to Aten (CUDA)

• Migrate softplus from the TH to Aten (CUDA) #24633 Migrate softplus from the TH to Aten (CUDA)

• Migrate softplus_backward from the TH to Aten (CUDA) #24634 Migrate softplus_backward from the TH to Aten (CUDA)

• Migrate softshrink from the TH to Aten (CUDA) #24635 Migrate softshrink from the TH to Aten (CUDA)

• Migrate softshrink_backward from the TH to Aten (CUDA) #24636 Migrate softshrink_backward from the TH to Aten (CUDA)

• Migrate std from the TH to Aten (CUDA) #24639 Migrate std from the TH to Aten (CUDA)

• Migrate tan and tan_ from the TH to Aten (CUDA) #24641 Migrate tan and tan_ from the TH to Aten (CUDA)

• Migrate tanh and tanh_ from the TH to Aten (CUDA) #24642 Migrate tanh and tanh_ from the TH to Aten (CUDA)

• Migrate trace from the TH to Aten (CUDA) #24649 Migrate trace from the TH to Aten (CUDA)

• Migrate var from the TH to Aten (CUDA) #24652 Migrate var from the TH to Aten (CUDA)

CPU Ops

• Migrate addmm and addmm_ from the TH to Aten (CPU) #24679 Migrate _addmm and _addmm_ from the TH to Aten (CPU)
• Migrate _addr and _addr_ from the TH to Aten (CPU) #24666 Migrate _addr and _addr_ from the TH to Aten (CPU)
• Migrate _cat from the TH to Aten (CPU) #24667 Migrate _cat from the TH to Aten (CPU)
• Migrate _cumprod from the TH to Aten (CPU) #24668 Migrate _cumprod from the TH to Aten (CPU)
• Migrate _cumsum from the TH to Aten (CPU) #24669 Migrate _cumsum from the TH to Aten (CPU)
• Migrate _index_copy_ from the TH to Aten (CPU) #24670 Migrate _index_copy_ from the TH to Aten (CPU)
• Migrate _max from the TH to Aten (CPU) #24671 Migrate _max from the TH to Aten (CPU)
• Migrate _min from the TH to Aten (CPU) #24672 Migrate _min from the TH to Aten (CPU)
• Migrate _mode from the TH to Aten (CPU) #24673 Migrate _mode from the TH to Aten (CPU)
• Migrate _multinomial_alias_draw from the TH to Aten (CPU) #24674 Migrate _multinomial_alias_draw from the TH to Aten (CPU)
• Migrate _multinomial_alias_setup from the TH to Aten (CPU) #24675 Migrate _multinomial_alias_setup from the TH to Aten (CPU)
• Migrate _std from the TH to Aten (CPU) #24676 Migrate _std from the TH to Aten (CPU)
• Migrate _var from the TH to Aten (CPU) #24677 Migrate _var from the TH to Aten (CPU)
• Migrate addbmm and addbmm_ from the TH to Aten (CPU) #24678 Migrate addbmm and addbmm_ from the TH to Aten (CPU)
• Migrate addmm and addmm_ from the TH to Aten (CPU) #24679 Migrate addmm and addmm_ from the TH to Aten (CPU)
• Migrate addmv and addmv_ from the TH to Aten (CPU) #24680 Migrate addmv and addmv_ from the TH to Aten (CPU)
• Migrate addr and addr_ from the TH to Aten (CPU) #24681 Migrate addr and addr_ from the TH to Aten (CPU)
• Migrate binary_cross_entropy from the TH to Aten (CPU) #24682 Migrate binary_cross_entropy from the TH to Aten (CPU)
• Migrate binary_cross_entropy_backward from the TH to Aten (CPU) #24683 Migrate binary_cross_entropy_backward from the TH to Aten (CPU)
• Migrate cauchy_ from the TH to Aten (CPU) #24684 Migrate cauchy_ from the TH to Aten (CPU)
• Migrate cholesky_inverse from the TH to Aten (CPU) #24685 Migrate cholesky_inverse from the TH to Aten (CPU)
• Migrate cumprod from the TH to Aten (CPU) #24687 Migrate cumprod from the TH to Aten (CPU)
• Migrate cumsum from the TH to Aten (CPU) #24688 Migrate cumsum from the TH to Aten (CPU)
• Migrate diag from the TH to Aten (CPU) #24689 Migrate diag from the TH to Aten (CPU)
• Migrate dist from the TH to Aten (CPU) #24691 Migrate dist from the TH to Aten (CPU)
• Migrate dot from the TH to Aten (CPU) #24692 Migrate dot from the TH to Aten (CPU)
• Migrate eig from the TH to Aten (CPU) #24693 Migrate eig from the TH to Aten (CPU)
• Migrate elu and elu_ from the TH to Aten (CPU) #24694 Migrate elu and elu_ from the TH to Aten (CPU)
• Migrate elu_backward from the TH to Aten (CPU) #24695 Migrate elu_backward from the TH to Aten (CPU)
• Migrate equal from the TH to Aten (CPU) #24697 Migrate equal from the TH to Aten (CPU)
• Migrate exponential_ from the TH to Aten (CPU) #24699 Migrate exponential_ from the TH to Aten (CPU)
• Migrate fmod and fmod_ from the TH to Aten (CPU) #24701 Migrate fmod and fmod_ from the TH to Aten (CPU)
• Migrate gather from the TH to Aten (CPU) #24702 Migrate gather from the TH to Aten (CPU)
• Migrate geometric_ from the TH to Aten (CPU) #24704 Migrate geometric_ from the TH to Aten (CPU)
• Migrate geqrf from the TH to Aten (CPU) #24705 Migrate geqrf from the TH to Aten (CPU)
• Migrate ger from the TH to Aten (CPU) #24706 Migrate ger from the TH to Aten (CPU)
• Migrate glu from the TH to Aten (CPU) #24707 Migrate glu from the TH to Aten (CPU)
• Migrate glu_backward from the TH to Aten (CPU) #24708 Migrate glu_backward from the TH to Aten (CPU)
• Migrate hardtanh and hardtanh_ from the TH to Aten (CPU) #24710 Migrate hardtanh and hardtanh_ from the TH to Aten (CPU)
• Migrate hardtanh_backward from the TH to Aten (CPU) #24711 Migrate hardtanh_backward from the TH to Aten (CPU)
• Migrate histc from the TH to Aten (CPU) #24712 Migrate histc from the TH to Aten (CPU)
• Migrate index_add_ from the TH to Aten (CPU) #24713 Migrate index_add_ from the TH to Aten (CPU)
• Migrate index_fill_ from the TH to Aten (CPU) #24714 Migrate index_fill_ from the TH to Aten (CPU)
• Migrate index_select from the TH to Aten (CPU) #24715 Migrate index_select from the TH to Aten (CPU)
• Migrate leaky_relu and leaky_relu_ from the TH to Aten (CPU) #24720 Migrate leaky_relu and leaky_relu_ from the TH to Aten (CPU)
• Migrate leaky_relu_backward from the TH to Aten (CPU) #24721 Migrate leaky_relu_backward from the TH to Aten (CPU)
• Migrate log_normal_ from the TH to Aten (CPU) #24723 Migrate log_normal_ from the TH to Aten (CPU)
• Migrate log_sigmoid_backward from the TH to Aten (CPU) #24724 Migrate log_sigmoid_backward from the TH to Aten (CPU)
• Migrate log_sigmoid_forward from the TH to Aten (CPU) #24725 Migrate log_sigmoid_forward from the TH to Aten (CPU)
• Migrate lstsq from the TH to Aten (CPU) #24726 Migrate lstsq from the TH to Aten (CPU)
• Migrate masked_select from TH to ATen (CPU) #33053 Migrate masked_select from TH to Aten (CPU)
• Migrate masked_scatter from TH to ATen (CPU)  #49541 Migrate masked_scatter from TH to Aten (CPU)
• Migrate max from the TH to Aten (CPU) #24728 Migrate max from the TH to Aten (CPU)
• Migrate min from the TH to Aten (CPU) #24729 Migrate min from the TH to Aten (CPU)
• Migrate mm from the TH to Aten (CPU) #24730 Migrate mm from the TH to Aten (CPU)
• Migrate mode from the TH to Aten (CPU) #24731 Migrate mode from the TH to Aten (CPU)
• Migrate mv from the TH to Aten (CPU) #24739 Migrate mv from the TH to Aten (CPU)
• Migrate nonzero from the TH to Aten (CPU) #24745 Migrate nonzero from the TH to Aten (CPU)
• Migrate normal and normal_ from the TH to Aten (CPU) #24746 Migrate normal and normal_ from the TH to Aten (CPU)
• Migrate orgqr from the TH to Aten (CPU) #24747 Migrate orgqr from the TH to Aten (CPU)
• Migrate ormqr from the TH to Aten (CPU) #24748 Migrate ormqr from the TH to Aten (CPU)
• Migrate put_ from the TH to Aten (CPU) #24751 Migrate put_ from the TH to Aten (CPU)
• Migrate random_ from the TH to Aten (CPU) #24752 Migrate random_ from the TH to Aten (CPU)
• Migrate remainder and remainder_ from the TH to Aten (CPU) #24753 Migrate remainder and remainder_ from the TH to Aten (CPU)
• Migrate renorm and renorm_ from the TH to Aten (CPU) #24754 Migrate renorm and renorm_ from the TH to Aten (CPU)
• Migrate rrelu_with_noise and rrelu_with_noise_ from the TH to Aten (CPU) #24755 Migrate rrelu_with_noise and rrelu_with_noise_ from the TH to Aten (CPU)
• Migrate rrelu_with_noise_backward from the TH to Aten (CPU) #24756 Migrate rrelu_with_noise_backward from the TH to Aten (CPU)
• Migrate scatter and scatter_ from the TH to Aten (CPU) #24757 Migrate scatter and scatter_ from the TH to Aten (CPU)
• Migrate scatter_add_ from the TH to Aten (CPU) #24758 Migrate scatter_add_ from the TH to Aten (CPU)
• Migrate set_ from the TH to Aten (CPU) #24759 Migrate set_ from the TH to Aten (CPU)
• Migrate sigmoid_backward from the TH to Aten (CPU) #24760 Migrate sigmoid_backward from the TH to Aten (CPU)
• Migrate soft_margin_loss from the TH to Aten (CPU) #24764 Migrate soft_margin_loss from the TH to Aten (CPU)
• Migrate soft_margin_loss_backward from the TH to Aten (CPU) #24765 Migrate soft_margin_loss_backward from the TH to Aten (CPU)
• Migrate softplus from the TH to Aten (CPU) #24766 Migrate softplus from the TH to Aten (CPU)
• Migrate softplus_backward from the TH to Aten (CPU) #24767 Migrate softplus_backward from the TH to Aten (CPU)
• Migrate softshrink from the TH to Aten (CPU) #24768 Migrate softshrink from the TH to Aten (CPU)
• Migrate softshrink_backward from the TH to Aten (CPU) #24769 Migrate softshrink_backward from the TH to Aten (CPU)
• Migrate sort from the TH to Aten (CPU) #24770 Migrate sort from the TH to Aten (CPU)
• Migrate std from the TH to Aten (CPU) #24771 Migrate std from the TH to Aten (CPU)
• Migrate take from the TH to Aten (CPU) #24772 Migrate take from the TH to Aten (CPU)
• Migrate tanh_backward from the TH to Aten (CPU) #24773 Migrate tanh_backward from the TH to Aten (CPU)
• Migrate trace from the TH to Aten (CPU) #24779 Migrate trace from the TH to Aten (CPU)
• Migrate uniform_ from the TH to Aten (CPU) #24781 Migrate uniform_ from the TH to Aten (CPU)
• Migrate var from the TH to Aten (CPU) #24782 Migrate var from the TH to Aten (CPU)

Pointwise bit-ops

• Migrate __and__ from the TH to Aten (CUDA) #24508 Migrate __and__ from the TH to Aten (CUDA)
• Migrate __iand__ from the TH to Aten (CUDA) #24509 Migrate __iand__ from the TH to Aten (CUDA)
• Migrate __ilshift__ from the TH to Aten (CUDA) #24510 Migrate __ilshift__ from the TH to Aten (CUDA)
• Migrate __ior__ from the TH to Aten (CUDA) #24511 Migrate __ior__ from the TH to Aten (CUDA)
• Migrate __irshift__ from the TH to Aten (CUDA) #24512 Migrate __irshift__ from the TH to Aten (CUDA)
• Migrate __lshift__ from the TH to Aten (CUDA) #24514 Migrate __lshift__ from the TH to Aten (CUDA)
• Migrate __or__ from the TH to Aten (CUDA) #24515 Migrate __or__ from the TH to Aten (CUDA)
• Migrate __rshift__ from the TH to Aten (CUDA) #24516 Migrate __rshift__ from the TH to Aten (CUDA)
• Migrate __and__ from the TH to Aten (CPU) #24655 Migrate __and__ from the TH to Aten (CPU)
• Migrate __iand__ from the TH to Aten (CPU) #24656 Migrate __iand__ from the TH to Aten (CPU)
• Migrate __ilshift__ from the TH to Aten (CPU) #24657 Migrate __ilshift__ from the TH to Aten (CPU)
• Migrate __ior__ from the TH to Aten (CPU) #24658 Migrate __ior__ from the TH to Aten (CPU)
• Migrate __irshift__ from the TH to Aten (CPU) #24659 Migrate __irshift__ from the TH to Aten (CPU)
• Migrate __lshift__ from the TH to Aten (CPU) #24661 Migrate __lshift__ from the TH to Aten (CPU)
• Migrate __or__ from the TH to Aten (CPU) #24662 Migrate __or__ from the TH to Aten (CPU)
• Migrate __rshift__ from the TH to Aten (CPU) #24663 Migrate __rshift__ from the TH to Aten (CPU)

Completed (2019-11-20)

• Migrate ne and ne_ from the TH to Aten (CUDA) #24606 Migrate ne and ne_ from the TH to Aten (CUDA)
• Migrate ne and ne_ from the TH to Aten (CPU) #24740 Migrate ne and ne_ from the TH to Aten (CPU)
• Migrate gt and gt_ from the TH to Aten (CUDA) #24573 Migrate gt and gt_ from the TH to Aten (CUDA)
• Migrate gt and gt_ from the TH to Aten (CPU) #24709 Migrate gt and gt_ from the TH to Aten (CPU)
• Migrate lt and lt_ from the TH to Aten (CUDA) #24593 Migrate lt and lt_ from the TH to Aten (CUDA)
• Migrate lt and lt_ from the TH to Aten (CPU) #24727 Migrate lt and lt_ from the TH to Aten (CPU)
• Migrate eq and eq_ from the TH to Aten (CUDA) #24556 Migrate eq and eq_ from the TH to Aten (CUDA)
• Migrate eq and eq_ from the TH to Aten (CPU) #24696 Migrate eq and eq_ from the TH to Aten (CPU)
• Migrate ge and ge_ from the TH to Aten (CUDA) #24568 Migrate ge and ge_ from the TH to Aten (CUDA)
• Migrate ge and ge_ from the TH to Aten (CPU) #24703 Migrate ge and ge_ from the TH to Aten (CPU)
• Migrate le and le_ from the TH to Aten (CUDA) #24582 Migrate le and le_ from the TH to Aten (CUDA)
• Migrate le and le_ from the TH to Aten (CPU) #24719 Migrate le and le_ from the TH to Aten (CPU)
• Migrate __ixor__ from the TH to Aten (CPU) #24660 Migrate __ixor__ from the TH to Aten (CPU)
• Migrate __xor__ from the TH to Aten (CUDA) #24517 Migrate __xor__ from the TH to Aten (CUDA)
• Migrate __xor__ from the TH to Aten (CPU) #24664 Migrate __xor__ from the TH to Aten (CPU)
• Migrate __ixor__ from the TH to Aten (CUDA) #24513 Migrate __ixor__ from the TH to Aten (CUDA)
• Migrate is_set_to from the TH to Aten (CPU) #24716 Migrate is_set_to from the TH to Aten (CPU)
• Migrate l1_loss from the TH to Aten (CPU) #24717 Migrate l1_loss from the TH to Aten (CPU)
• Migrate l1_loss_backward from the TH to Aten (CPU) #24718 Migrate l1_loss_backward from the TH to Aten (CPU)
• Migrate lgamma and lgamma_ from the TH to Aten (CPU) #24722 Migrate lgamma and lgamma_ from the TH to Aten (CPU)
• Migrate mse_loss from the TH to Aten (CPU) #24732 Migrate mse_loss from the TH to Aten (CPU)
• Migrate mse_loss_backward from the TH to Aten (CPU) #24733 Migrate mse_loss_backward from the TH to Aten (CPU)
• Migrate multi_margin_loss from the TH to Aten (CPU) #24734 Migrate multi_margin_loss from the TH to Aten (CPU)
• Migrate multi_margin_loss_backward from the TH to Aten (CPU) #24735 Migrate multi_margin_loss_backward from the TH to Aten (CPU)
• Migrate multilabel_margin_loss_backward from the TH to Aten (CPU) #24736 Migrate multilabel_margin_loss_backward from the TH to Aten (CPU)
• Migrate multilabel_margin_loss_forward from the TH to Aten (CPU) #24737 Migrate multilabel_margin_loss_forward from the TH to Aten (CPU)
• Migrate multinomial from the TH to Aten (CPU) #24738 Migrate multinomial from the TH to Aten (CPU)
• Migrate polygamma and polygamma_ from the TH to Aten (CPU) #24749 Migrate polygamma and polygamma_ from the TH to Aten (CPU)
• Migrate pow and pow_ from the TH to Aten (CPU) #24750 Migrate pow and pow_ from the TH to Aten (CPU)
• Migrate nll_loss2d_backward from the TH to Aten (CPU) #24741 Migrate nll_loss2d_backward from the TH to Aten (CPU)
• Migrate nll_loss2d_forward from the TH to Aten (CPU) #24742 Migrate nll_loss2d_forward from the TH to Aten (CPU)
• Migrate nll_loss_backward from the TH to Aten (CPU) #24743 Migrate nll_loss_backward from the TH to Aten (CPU)
• Migrate nll_loss_forward from the TH to Aten (CPU) #24744 Migrate nll_loss_forward from the TH to Aten (CPU)
• Migrate zero_ from the TH to Aten (CPU) #24783 Migrate zero_ from the TH to Aten (CPU)
• Migrate unfold from the TH to Aten (CPU) #24780 Migrate unfold from the TH to Aten (CPU)
• Migrate thnn_conv2d_backward from the TH to Aten (CPU) #24774 Migrate thnn_conv2d_backward from the TH to Aten (CPU)
• Migrate thnn_conv2d_forward from the TH to Aten (CPU) #24775 Migrate thnn_conv2d_forward from the TH to Aten (CPU)
• Migrate thnn_conv3d_backward from the TH to Aten (CPU) #24776 Migrate thnn_conv3d_backward from the TH to Aten (CPU)
• Migrate thnn_conv3d_forward from the TH to Aten (CPU) #24777 Migrate thnn_conv3d_forward from the TH to Aten (CPU)
• Migrate topk from the TH to Aten (CPU) #24778 Migrate topk from the TH to Aten (CPU)
• Migrate sign and sign_ from the TH to Aten (CPU) #24761 Migrate sign and sign_ from the TH to Aten (CPU)
• Migrate smooth_l1_loss from the TH to Aten (CPU) #24762 Migrate smooth_l1_loss from the TH to Aten (CPU)
• Migrate smooth_l1_loss_backward from the TH to Aten (CPU) #24763 Migrate smooth_l1_loss_backward from the TH to Aten (CPU)
• Migrate digamma and digamma_ from the TH to Aten (CPU) #24690 Migrate digamma and digamma_ from the TH to Aten (CPU)
• Migrate erfinv and erfinv_ from the TH to Aten (CPU) #24698 Migrate erfinv and erfinv_ from the TH to Aten (CPU)
• Migrate fill_ from the TH to Aten (CPU) #24700 Migrate fill_ from the TH to Aten (CPU)
• Migrate clamp and clamp_ from the TH to Aten (CPU) #24686 Migrate clamp and clamp_ from the TH to Aten (CPU)
• Migrate trunc and trunc_ from the TH to Aten (CUDA) #24650 Migrate trunc and trunc_ from the TH to Aten (CUDA)
• Migrate unfold from the TH to Aten (CUDA) #24651 Migrate unfold from the TH to Aten (CUDA)
• Migrate sqrt and sqrt_ from the TH to Aten (CUDA) #24638 Migrate sqrt and sqrt_ from the TH to Aten (CUDA)
• Migrate sign and sign_ from the TH to Aten (CUDA) #24626 Migrate sign and sign_ from the TH to Aten (CUDA)
• Migrate sin and sin_ from the TH to Aten (CUDA) #24627 Migrate sin and sin_ from the TH to Aten (CUDA)
• Migrate sinh and sinh_ from the TH to Aten (CUDA) #24628 Migrate sinh and sinh_ from the TH to Aten (CUDA)
• Migrate smooth_l1_loss from the TH to Aten (CUDA) #24629 Migrate smooth_l1_loss from the TH to Aten (CUDA)
• Migrate smooth_l1_loss_backward from the TH to Aten (CUDA) #24630 Migrate smooth_l1_loss_backward from the TH to Aten (CUDA)
• Migrate sigmoid and sigmoid_ from the TH to Aten (CUDA) #24624 Migrate sigmoid and sigmoid_ from the TH to Aten (CUDA)
• Migrate zero_ from the TH to Aten (CUDA) #24653 Migrate zero_ from the TH to Aten (CUDA)
• Migrate abs and abs_ from the TH to Aten (CUDA) #24531 Migrate abs and abs_ from the TH to Aten (CUDA)
• Migrate acos and acos_ from the TH to Aten (CUDA) #24532 Migrate acos and acos_ from the TH to Aten (CUDA)
• Migrate _addmm and _addmm_ from the TH to Aten (CUDA) #24518 Migrate _addmm and _addmm_ from the TH to Aten (CUDA)
• Migrate asin and asin_ from the TH to Aten (CUDA) #24537 Migrate asin and asin_ from the TH to Aten (CUDA)
• Migrate ceil and ceil_ from the TH to Aten (CUDA) #24542 Migrate ceil and ceil_ from the TH to Aten (CUDA)
• Migrate digamma and digamma_ from the TH to Aten (CUDA) #24550 Migrate digamma and digamma_ from the TH to Aten (CUDA)
• Migrate frac and frac_ from the TH to Aten (CUDA) #24566 Migrate frac and frac_ from the TH to Aten (CUDA)
• Migrate expm1 and expm1_ from the TH to Aten (CUDA) #24562 Migrate expm1 and expm1_ from the TH to Aten (CUDA)
• Migrate fill_ from the TH to Aten (CUDA) #24563 Migrate fill_ from the TH to Aten (CUDA)
• Migrate floor and floor_ from the TH to Aten (CUDA) #24564 Migrate floor and floor_ from the TH to Aten (CUDA)
• Migrate erfinv and erfinv_ from the TH to Aten (CUDA) #24560 Migrate erfinv and erfinv_ from the TH to Aten (CUDA)
• Migrate is_set_to from the TH to Aten (CUDA) #24579 Migrate is_set_to from the TH to Aten (CUDA)
• Migrate l1_loss from the TH to Aten (CUDA) #24580 Migrate l1_loss from the TH to Aten (CUDA)
• Migrate l1_loss_backward from the TH to Aten (CUDA) #24581 Migrate l1_loss_backward from the TH to Aten (CUDA)
• Migrate lgamma and lgamma_ from the TH to Aten (CUDA) #24585 Migrate lgamma and lgamma_ from the TH to Aten (CUDA)
• Migrate log and log_ from the TH to Aten (CUDA) #24586 Migrate log and log_ from the TH to Aten (CUDA)
• Migrate log10 and log10_ from the TH to Aten (CUDA) #24587 Migrate log10 and log10_ from the TH to Aten (CUDA)
• Migrate log1p and log1p_ from the TH to Aten (CUDA) #24588 Migrate log1p and log1p_ from the TH to Aten (CUDA)
• Migrate log2 and log2_ from the TH to Aten (CUDA) #24589 Migrate log2 and log2_ from the TH to Aten (CUDA)
• Migrate mse_loss from the TH to Aten (CUDA) #24598 Migrate mse_loss from the TH to Aten (CUDA)
• Migrate mse_loss_backward from the TH to Aten (CUDA) #24599 Migrate mse_loss_backward from the TH to Aten (CUDA)
• Migrate multinomial from the TH to Aten (CUDA) #24604 Migrate multinomial from the TH to Aten (CUDA)
• Migrate polygamma and polygamma_ from the TH to Aten (CUDA) #24612 Migrate polygamma and polygamma_ from the TH to Aten (CUDA)
• Migrate pow and pow_ from the TH to Aten (CUDA) #24613 Migrate pow and pow_ from the TH to Aten (CUDA)
• Migrate round and round_ from the TH to Aten (CUDA) #24617 Migrate round and round_ from the TH to Aten (CUDA)
• Migrate rsqrt and rsqrt_ from the TH to Aten (CUDA) #24620 Migrate rsqrt and rsqrt_ from the TH to Aten (CUDA)

[anjali411]

I added it, but given that it was missing, I'm wondering if there are other ops we are missing.

Mmm just created issues for masked_scatter and masked_fill which were also missing from the list.

[rgommers]

The last open checkboxes were all done already. 280/280 ported, let's declare victory here 🎉