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module C2 ( F : Cstubs . FOREIGN ) = struct open F type t = unit ptr let t : t typ = ptr void type scalar = unit ptr let scalar : scalar typ = ptr void let stubs_absolute_out = foreign " atg_absolute_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_acos = foreign " atg_acos " ( ptr t @-> t @-> returning void ) let stubs_acos_ = foreign " atg_acos_ " ( ptr t @-> t @-> returning void ) let stubs_acos_out = foreign " atg_acos_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_acosh = foreign " atg_acosh " ( ptr t @-> t @-> returning void ) let stubs_acosh_ = foreign " atg_acosh_ " ( ptr t @-> t @-> returning void ) let stubs_acosh_out = foreign " atg_acosh_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_adaptive_avg_pool1d = foreign " atg_adaptive_avg_pool1d " ( ptr t @-> t @-> ptr int64_t @-> int @-> returning void ) let stubs_adaptive_avg_pool2d = foreign " atg_adaptive_avg_pool2d " ( ptr t @-> t @-> ptr int64_t @-> int @-> returning void ) let stubs_adaptive_avg_pool2d_out = foreign " atg_adaptive_avg_pool2d_out " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> returning void ) let stubs_adaptive_avg_pool3d = foreign " atg_adaptive_avg_pool3d " ( ptr t @-> t @-> ptr int64_t @-> int @-> returning void ) let stubs_adaptive_avg_pool3d_backward = foreign " atg_adaptive_avg_pool3d_backward " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_adaptive_avg_pool3d_out = foreign " atg_adaptive_avg_pool3d_out " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> returning void ) let stubs_adaptive_max_pool1d = foreign " atg_adaptive_max_pool1d " ( ptr t @-> t @-> ptr int64_t @-> int @-> returning void ) let stubs_adaptive_max_pool2d = foreign " atg_adaptive_max_pool2d " ( ptr t @-> t @-> ptr int64_t @-> int @-> returning void ) let stubs_adaptive_max_pool2d_backward = foreign " atg_adaptive_max_pool2d_backward " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_adaptive_max_pool2d_backward_grad_input = foreign " atg_adaptive_max_pool2d_backward_grad_input " ( ptr t @-> t @-> t @-> t @-> t @-> returning void ) let stubs_adaptive_max_pool2d_out = foreign " atg_adaptive_max_pool2d_out " ( ptr t @-> t @-> t @-> t @-> ptr int64_t @-> int @-> returning void ) let stubs_adaptive_max_pool3d = foreign " atg_adaptive_max_pool3d " ( ptr t @-> t @-> ptr int64_t @-> int @-> returning void ) let stubs_adaptive_max_pool3d_backward = foreign " atg_adaptive_max_pool3d_backward " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_adaptive_max_pool3d_backward_grad_input = foreign " atg_adaptive_max_pool3d_backward_grad_input " ( ptr t @-> t @-> t @-> t @-> t @-> returning void ) let stubs_adaptive_max_pool3d_out = foreign " atg_adaptive_max_pool3d_out " ( ptr t @-> t @-> t @-> t @-> ptr int64_t @-> int @-> returning void ) let stubs_add = foreign " atg_add " ( ptr t @-> t @-> t @-> returning void ) let stubs_add_ = foreign " atg_add_ " ( ptr t @-> t @-> t @-> returning void ) let stubs_add_out = foreign " atg_add_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_add_scalar = foreign " atg_add_scalar " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_add_scalar_ = foreign " atg_add_scalar_ " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_addbmm = foreign " atg_addbmm " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_addbmm_ = foreign " atg_addbmm_ " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_addbmm_out = foreign " atg_addbmm_out " ( ptr t @-> t @-> t @-> t @-> t @-> returning void ) let stubs_addcdiv = foreign " atg_addcdiv " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_addcdiv_ = foreign " atg_addcdiv_ " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_addcdiv_out = foreign " atg_addcdiv_out " ( ptr t @-> t @-> t @-> t @-> t @-> returning void ) let stubs_addcmul = foreign " atg_addcmul " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_addcmul_ = foreign " atg_addcmul_ " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_addcmul_out = foreign " atg_addcmul_out " ( ptr t @-> t @-> t @-> t @-> t @-> returning void ) let stubs_addmm = foreign " atg_addmm " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_addmm_ = foreign " atg_addmm_ " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_addmm_out = foreign " atg_addmm_out " ( ptr t @-> t @-> t @-> t @-> t @-> returning void ) let stubs_addmv = foreign " atg_addmv " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_addmv_ = foreign " atg_addmv_ " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_addmv_out = foreign " atg_addmv_out " ( ptr t @-> t @-> t @-> t @-> t @-> returning void ) let stubs_addr = foreign " atg_addr " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_addr_ = foreign " atg_addr_ " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_addr_out = foreign " atg_addr_out " ( ptr t @-> t @-> t @-> t @-> t @-> returning void ) let stubs_affine_grid_generator = foreign " atg_affine_grid_generator " ( ptr t @-> t @-> ptr int64_t @-> int @-> int @-> returning void ) let stubs_affine_grid_generator_backward = foreign " atg_affine_grid_generator_backward " ( ptr t @-> t @-> ptr int64_t @-> int @-> int @-> returning void ) let stubs_alias = foreign " atg_alias " ( ptr t @-> t @-> returning void ) let stubs_align_as = foreign " atg_align_as " ( ptr t @-> t @-> t @-> returning void ) let stubs_align_tensors = foreign " atg_align_tensors " ( ptr t @-> int @-> returning ( ptr t ) ) let stubs_all = foreign " atg_all " ( ptr t @-> t @-> returning void ) let stubs_all_all_out = foreign " atg_all_all_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_all_dim = foreign " atg_all_dim " ( ptr t @-> t @-> int64_t @-> int @-> returning void ) let stubs_all_out = foreign " atg_all_out " ( ptr t @-> t @-> t @-> int64_t @-> int @-> returning void ) let stubs_alpha_dropout = foreign " atg_alpha_dropout " ( ptr t @-> t @-> double @-> int @-> returning void ) let stubs_alpha_dropout_ = foreign " atg_alpha_dropout_ " ( ptr t @-> t @-> double @-> int @-> returning void ) let stubs_amax = foreign " atg_amax " ( ptr t @-> t @-> ptr int64_t @-> int @-> int @-> returning void ) let stubs_amax_out = foreign " atg_amax_out " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> int @-> returning void ) let stubs_amin = foreign " atg_amin " ( ptr t @-> t @-> ptr int64_t @-> int @-> int @-> returning void ) let stubs_amin_out = foreign " atg_amin_out " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> int @-> returning void ) let stubs_aminmax = foreign " atg_aminmax " ( ptr t @-> t @-> int64_t @-> int @-> returning void ) let stubs_aminmax_out = foreign " atg_aminmax_out " ( ptr t @-> t @-> t @-> t @-> int64_t @-> int @-> returning void ) let stubs_angle = foreign " atg_angle " ( ptr t @-> t @-> returning void ) let stubs_angle_out = foreign " atg_angle_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_any = foreign " atg_any " ( ptr t @-> t @-> returning void ) let stubs_any_all_out = foreign " atg_any_all_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_any_dim = foreign " atg_any_dim " ( ptr t @-> t @-> int64_t @-> int @-> returning void ) let stubs_any_out = foreign " atg_any_out " ( ptr t @-> t @-> t @-> int64_t @-> int @-> returning void ) let stubs_arange = foreign " atg_arange " ( ptr t @-> scalar @-> int @-> int @-> returning void ) let stubs_arange_out = foreign " atg_arange_out " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_arange_start = foreign " atg_arange_start " ( ptr t @-> scalar @-> scalar @-> int @-> int @-> returning void ) let stubs_arange_start_out = foreign " atg_arange_start_out " ( ptr t @-> t @-> scalar @-> scalar @-> returning void ) let stubs_arange_start_step = foreign " atg_arange_start_step " ( ptr t @-> scalar @-> scalar @-> scalar @-> int @-> int @-> returning void ) let stubs_arccos = foreign " atg_arccos " ( ptr t @-> t @-> returning void ) let stubs_arccos_ = foreign " atg_arccos_ " ( ptr t @-> t @-> returning void ) let stubs_arccos_out = foreign " atg_arccos_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_arccosh = foreign " atg_arccosh " ( ptr t @-> t @-> returning void ) let stubs_arccosh_ = foreign " atg_arccosh_ " ( ptr t @-> t @-> returning void ) let stubs_arccosh_out = foreign " atg_arccosh_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_arcsin = foreign " atg_arcsin " ( ptr t @-> t @-> returning void ) let stubs_arcsin_ = foreign " atg_arcsin_ " ( ptr t @-> t @-> returning void ) let stubs_arcsin_out = foreign " atg_arcsin_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_arcsinh = foreign " atg_arcsinh " ( ptr t @-> t @-> returning void ) let stubs_arcsinh_ = foreign " atg_arcsinh_ " ( ptr t @-> t @-> returning void ) let stubs_arcsinh_out = foreign " atg_arcsinh_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_arctan = foreign " atg_arctan " ( ptr t @-> t @-> returning void ) let stubs_arctan_ = foreign " atg_arctan_ " ( ptr t @-> t @-> returning void ) let stubs_arctan_out = foreign " atg_arctan_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_arctanh = foreign " atg_arctanh " ( ptr t @-> t @-> returning void ) let stubs_arctanh_ = foreign " atg_arctanh_ " ( ptr t @-> t @-> returning void ) let stubs_arctanh_out = foreign " atg_arctanh_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_argmax = foreign " atg_argmax " ( ptr t @-> t @-> int64_t @-> int @-> returning void ) let stubs_argmax_out = foreign " atg_argmax_out " ( ptr t @-> t @-> t @-> int64_t @-> int @-> returning void ) let stubs_argmin = foreign " atg_argmin " ( ptr t @-> t @-> int64_t @-> int @-> returning void ) let stubs_argmin_out = foreign " atg_argmin_out " ( ptr t @-> t @-> t @-> int64_t @-> int @-> returning void ) let stubs_argsort = foreign " atg_argsort " ( ptr t @-> t @-> int64_t @-> int @-> returning void ) let stubs_as_strided = foreign " atg_as_strided " ( ptr t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int64_t @-> returning void ) let stubs_as_strided_ = foreign " atg_as_strided_ " ( ptr t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int64_t @-> returning void ) let stubs_asin = foreign " atg_asin " ( ptr t @-> t @-> returning void ) let stubs_asin_ = foreign " atg_asin_ " ( ptr t @-> t @-> returning void ) end
module C3 ( F : Cstubs . FOREIGN ) = struct open F type t = unit ptr let t : t typ = ptr void type scalar = unit ptr let scalar : scalar typ = ptr void let stubs_asin_out = foreign " atg_asin_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_asinh = foreign " atg_asinh " ( ptr t @-> t @-> returning void ) let stubs_asinh_ = foreign " atg_asinh_ " ( ptr t @-> t @-> returning void ) let stubs_asinh_out = foreign " atg_asinh_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_atan = foreign " atg_atan " ( ptr t @-> t @-> returning void ) let stubs_atan2 = foreign " atg_atan2 " ( ptr t @-> t @-> t @-> returning void ) let stubs_atan2_ = foreign " atg_atan2_ " ( ptr t @-> t @-> t @-> returning void ) let stubs_atan2_out = foreign " atg_atan2_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_atan_ = foreign " atg_atan_ " ( ptr t @-> t @-> returning void ) let stubs_atan_out = foreign " atg_atan_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_atanh = foreign " atg_atanh " ( ptr t @-> t @-> returning void ) let stubs_atanh_ = foreign " atg_atanh_ " ( ptr t @-> t @-> returning void ) let stubs_atanh_out = foreign " atg_atanh_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_atleast_1d = foreign " atg_atleast_1d " ( ptr t @-> t @-> returning void ) let stubs_atleast_1d_sequence = foreign " atg_atleast_1d_sequence " ( ptr t @-> int @-> returning ( ptr t ) ) let stubs_atleast_2d = foreign " atg_atleast_2d " ( ptr t @-> t @-> returning void ) let stubs_atleast_2d_sequence = foreign " atg_atleast_2d_sequence " ( ptr t @-> int @-> returning ( ptr t ) ) let stubs_atleast_3d = foreign " atg_atleast_3d " ( ptr t @-> t @-> returning void ) let stubs_atleast_3d_sequence = foreign " atg_atleast_3d_sequence " ( ptr t @-> int @-> returning ( ptr t ) ) let stubs_avg_pool1d = foreign " atg_avg_pool1d " ( ptr t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int @-> int @-> returning void ) let stubs_avg_pool2d = foreign " atg_avg_pool2d " ( ptr t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int @-> int @-> int64_t @-> returning void ) let stubs_avg_pool2d_backward = foreign " atg_avg_pool2d_backward " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int @-> int @-> int64_t @-> returning void ) let stubs_avg_pool2d_backward_grad_input = foreign " atg_avg_pool2d_backward_grad_input " ( ptr t @-> t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int @-> int @-> int64_t @-> returning void ) let stubs_avg_pool2d_out = foreign " atg_avg_pool2d_out " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int @-> int @-> int64_t @-> returning void ) let stubs_avg_pool3d = foreign " atg_avg_pool3d " ( ptr t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int @-> int @-> int64_t @-> returning void ) let stubs_avg_pool3d_backward = foreign " atg_avg_pool3d_backward " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int @-> int @-> int64_t @-> returning void ) let stubs_avg_pool3d_backward_grad_input = foreign " atg_avg_pool3d_backward_grad_input " ( ptr t @-> t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int @-> int @-> int64_t @-> returning void ) let stubs_avg_pool3d_out = foreign " atg_avg_pool3d_out " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int @-> int @-> int64_t @-> returning void ) let stubs_baddbmm = foreign " atg_baddbmm " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_baddbmm_ = foreign " atg_baddbmm_ " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_baddbmm_out = foreign " atg_baddbmm_out " ( ptr t @-> t @-> t @-> t @-> t @-> returning void ) let stubs_bartlett_window = foreign " atg_bartlett_window " ( ptr t @-> int64_t @-> int @-> int @-> returning void ) let stubs_bartlett_window_periodic = foreign " atg_bartlett_window_periodic " ( ptr t @-> int64_t @-> int @-> int @-> int @-> returning void ) let stubs_batch_norm = foreign " atg_batch_norm " ( ptr t @-> t @-> t @-> t @-> t @-> t @-> int @-> double @-> double @-> int @-> returning void ) let stubs_batch_norm_backward_elemt = foreign " atg_batch_norm_backward_elemt " ( ptr t @-> t @-> t @-> t @-> t @-> t @-> t @-> t @-> t @-> returning void ) let stubs_batch_norm_backward_reduce = foreign " atg_batch_norm_backward_reduce " ( ptr t @-> t @-> t @-> t @-> t @-> t @-> int @-> int @-> int @-> returning void ) let stubs_batch_norm_elemt = foreign " atg_batch_norm_elemt " ( ptr t @-> t @-> t @-> t @-> t @-> t @-> double @-> returning void ) let stubs_batch_norm_elemt_out = foreign " atg_batch_norm_elemt_out " ( ptr t @-> t @-> t @-> t @-> t @-> t @-> t @-> double @-> returning void ) let stubs_batch_norm_gather_stats = foreign " atg_batch_norm_gather_stats " ( ptr t @-> t @-> t @-> t @-> t @-> t @-> double @-> double @-> int64_t @-> returning void ) let stubs_batch_norm_gather_stats_with_counts = foreign " atg_batch_norm_gather_stats_with_counts " ( ptr t @-> t @-> t @-> t @-> t @-> t @-> double @-> double @-> t @-> returning void ) let stubs_batch_norm_stats = foreign " atg_batch_norm_stats " ( ptr t @-> t @-> double @-> returning void ) let stubs_batch_norm_update_stats = foreign " atg_batch_norm_update_stats " ( ptr t @-> t @-> t @-> t @-> double @-> returning void ) let stubs_bernoulli = foreign " atg_bernoulli " ( ptr t @-> t @-> returning void ) let stubs_bernoulli_ = foreign " atg_bernoulli_ " ( ptr t @-> t @-> t @-> returning void ) let stubs_bernoulli_float_ = foreign " atg_bernoulli_float_ " ( ptr t @-> t @-> double @-> returning void ) let stubs_bernoulli_out = foreign " atg_bernoulli_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_bernoulli_p = foreign " atg_bernoulli_p " ( ptr t @-> t @-> double @-> returning void ) let stubs_bilinear = foreign " atg_bilinear " ( ptr t @-> t @-> t @-> t @-> t @-> returning void ) let stubs_binary_cross_entropy = foreign " atg_binary_cross_entropy " ( ptr t @-> t @-> t @-> t @-> int64_t @-> returning void ) let stubs_binary_cross_entropy_backward = foreign " atg_binary_cross_entropy_backward " ( ptr t @-> t @-> t @-> t @-> t @-> int64_t @-> returning void ) let stubs_binary_cross_entropy_backward_grad_input = foreign " atg_binary_cross_entropy_backward_grad_input " ( ptr t @-> t @-> t @-> t @-> t @-> t @-> int64_t @-> returning void ) let stubs_binary_cross_entropy_out = foreign " atg_binary_cross_entropy_out " ( ptr t @-> t @-> t @-> t @-> t @-> int64_t @-> returning void ) let stubs_binary_cross_entropy_with_logits = foreign " atg_binary_cross_entropy_with_logits " ( ptr t @-> t @-> t @-> t @-> t @-> int64_t @-> returning void ) let stubs_binary_cross_entropy_with_logits_backward = foreign " atg_binary_cross_entropy_with_logits_backward " ( ptr t @-> t @-> t @-> t @-> t @-> t @-> int64_t @-> returning void ) let stubs_bincount = foreign " atg_bincount " ( ptr t @-> t @-> t @-> int64_t @-> returning void ) let stubs_binomial = foreign " atg_binomial " ( ptr t @-> t @-> t @-> returning void ) let stubs_bitwise_and = foreign " atg_bitwise_and " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_bitwise_and_ = foreign " atg_bitwise_and_ " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_bitwise_and_scalar_out = foreign " atg_bitwise_and_scalar_out " ( ptr t @-> t @-> t @-> scalar @-> returning void ) let stubs_bitwise_and_tensor = foreign " atg_bitwise_and_tensor " ( ptr t @-> t @-> t @-> returning void ) let stubs_bitwise_and_tensor_ = foreign " atg_bitwise_and_tensor_ " ( ptr t @-> t @-> t @-> returning void ) let stubs_bitwise_and_tensor_out = foreign " atg_bitwise_and_tensor_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_bitwise_left_shift = foreign " atg_bitwise_left_shift " ( ptr t @-> t @-> t @-> returning void ) let stubs_bitwise_left_shift_ = foreign " atg_bitwise_left_shift_ " ( ptr t @-> t @-> t @-> returning void ) let stubs_bitwise_left_shift_scalar_tensor = foreign " atg_bitwise_left_shift_scalar_tensor " ( ptr t @-> scalar @-> t @-> returning void ) let stubs_bitwise_left_shift_tensor_out = foreign " atg_bitwise_left_shift_tensor_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_bitwise_left_shift_tensor_scalar = foreign " atg_bitwise_left_shift_tensor_scalar " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_bitwise_left_shift_tensor_scalar_ = foreign " atg_bitwise_left_shift_tensor_scalar_ " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_bitwise_left_shift_tensor_scalar_out = foreign " atg_bitwise_left_shift_tensor_scalar_out " ( ptr t @-> t @-> t @-> scalar @-> returning void ) let stubs_bitwise_not = foreign " atg_bitwise_not " ( ptr t @-> t @-> returning void ) let stubs_bitwise_not_ = foreign " atg_bitwise_not_ " ( ptr t @-> t @-> returning void ) let stubs_bitwise_not_out = foreign " atg_bitwise_not_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_bitwise_or = foreign " atg_bitwise_or " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_bitwise_or_ = foreign " atg_bitwise_or_ " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_bitwise_or_scalar_out = foreign " atg_bitwise_or_scalar_out " ( ptr t @-> t @-> t @-> scalar @-> returning void ) let stubs_bitwise_or_tensor = foreign " atg_bitwise_or_tensor " ( ptr t @-> t @-> t @-> returning void ) let stubs_bitwise_or_tensor_ = foreign " atg_bitwise_or_tensor_ " ( ptr t @-> t @-> t @-> returning void ) let stubs_bitwise_or_tensor_out = foreign " atg_bitwise_or_tensor_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_bitwise_right_shift = foreign " atg_bitwise_right_shift " ( ptr t @-> t @-> t @-> returning void ) let stubs_bitwise_right_shift_ = foreign " atg_bitwise_right_shift_ " ( ptr t @-> t @-> t @-> returning void ) let stubs_bitwise_right_shift_scalar_tensor = foreign " atg_bitwise_right_shift_scalar_tensor " ( ptr t @-> scalar @-> t @-> returning void ) let stubs_bitwise_right_shift_tensor_out = foreign " atg_bitwise_right_shift_tensor_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_bitwise_right_shift_tensor_scalar = foreign " atg_bitwise_right_shift_tensor_scalar " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_bitwise_right_shift_tensor_scalar_ = foreign " atg_bitwise_right_shift_tensor_scalar_ " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_bitwise_right_shift_tensor_scalar_out = foreign " atg_bitwise_right_shift_tensor_scalar_out " ( ptr t @-> t @-> t @-> scalar @-> returning void ) let stubs_bitwise_xor = foreign " atg_bitwise_xor " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_bitwise_xor_ = foreign " atg_bitwise_xor_ " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_bitwise_xor_scalar_out = foreign " atg_bitwise_xor_scalar_out " ( ptr t @-> t @-> t @-> scalar @-> returning void ) let stubs_bitwise_xor_tensor = foreign " atg_bitwise_xor_tensor " ( ptr t @-> t @-> t @-> returning void ) let stubs_bitwise_xor_tensor_ = foreign " atg_bitwise_xor_tensor_ " ( ptr t @-> t @-> t @-> returning void ) let stubs_bitwise_xor_tensor_out = foreign " atg_bitwise_xor_tensor_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_blackman_window = foreign " atg_blackman_window " ( ptr t @-> int64_t @-> int @-> int @-> returning void ) let stubs_blackman_window_periodic = foreign " atg_blackman_window_periodic " ( ptr t @-> int64_t @-> int @-> int @-> int @-> returning void ) let stubs_block_diag = foreign " atg_block_diag " ( ptr t @-> ptr t @-> int @-> returning void ) let stubs_bmm = foreign " atg_bmm " ( ptr t @-> t @-> t @-> returning void ) let stubs_bmm_out = foreign " atg_bmm_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_broadcast_tensors = foreign " atg_broadcast_tensors " ( ptr t @-> int @-> returning ( ptr t ) ) let stubs_broadcast_to = foreign " atg_broadcast_to " ( ptr t @-> t @-> ptr int64_t @-> int @-> returning void ) let stubs_bucketize = foreign " atg_bucketize " ( ptr t @-> t @-> t @-> int @-> int @-> returning void ) let stubs_bucketize_scalar = foreign " atg_bucketize_scalar " ( ptr t @-> scalar @-> t @-> int @-> int @-> returning void ) end
module C4 ( F : Cstubs . FOREIGN ) = struct open F type t = unit ptr let t : t typ = ptr void type scalar = unit ptr let scalar : scalar typ = ptr void let stubs_bucketize_tensor_out = foreign " atg_bucketize_tensor_out " ( ptr t @-> t @-> t @-> t @-> int @-> int @-> returning void ) let stubs_cartesian_prod = foreign " atg_cartesian_prod " ( ptr t @-> ptr t @-> int @-> returning void ) let stubs_cat = foreign " atg_cat " ( ptr t @-> ptr t @-> int @-> int64_t @-> returning void ) let stubs_cat_out = foreign " atg_cat_out " ( ptr t @-> t @-> ptr t @-> int @-> int64_t @-> returning void ) let stubs_cauchy_ = foreign " atg_cauchy_ " ( ptr t @-> t @-> double @-> double @-> returning void ) let stubs_cdist = foreign " atg_cdist " ( ptr t @-> t @-> t @-> double @-> int64_t @-> returning void ) let stubs_ceil = foreign " atg_ceil " ( ptr t @-> t @-> returning void ) let stubs_ceil_ = foreign " atg_ceil_ " ( ptr t @-> t @-> returning void ) let stubs_ceil_out = foreign " atg_ceil_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_celu = foreign " atg_celu " ( ptr t @-> t @-> returning void ) let stubs_celu_ = foreign " atg_celu_ " ( ptr t @-> t @-> returning void ) let stubs_chain_matmul = foreign " atg_chain_matmul " ( ptr t @-> ptr t @-> int @-> returning void ) let stubs_chain_matmul_out = foreign " atg_chain_matmul_out " ( ptr t @-> t @-> ptr t @-> int @-> returning void ) let stubs_channel_shuffle = foreign " atg_channel_shuffle " ( ptr t @-> t @-> int64_t @-> returning void ) let stubs_cholesky = foreign " atg_cholesky " ( ptr t @-> t @-> int @-> returning void ) let stubs_cholesky_inverse = foreign " atg_cholesky_inverse " ( ptr t @-> t @-> int @-> returning void ) let stubs_cholesky_inverse_out = foreign " atg_cholesky_inverse_out " ( ptr t @-> t @-> t @-> int @-> returning void ) let stubs_cholesky_out = foreign " atg_cholesky_out " ( ptr t @-> t @-> t @-> int @-> returning void ) let stubs_cholesky_solve = foreign " atg_cholesky_solve " ( ptr t @-> t @-> t @-> int @-> returning void ) let stubs_cholesky_solve_out = foreign " atg_cholesky_solve_out " ( ptr t @-> t @-> t @-> t @-> int @-> returning void ) let stubs_choose_qparams_optimized = foreign " atg_choose_qparams_optimized " ( ptr t @-> t @-> int64_t @-> int64_t @-> double @-> int64_t @-> returning void ) let stubs_chunk = foreign " atg_chunk " ( t @-> int64_t @-> int64_t @-> returning ( ptr t ) ) let stubs_clamp = foreign " atg_clamp " ( ptr t @-> t @-> scalar @-> scalar @-> returning void ) let stubs_clamp_ = foreign " atg_clamp_ " ( ptr t @-> t @-> scalar @-> scalar @-> returning void ) let stubs_clamp_max = foreign " atg_clamp_max " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_clamp_max_ = foreign " atg_clamp_max_ " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_clamp_max_out = foreign " atg_clamp_max_out " ( ptr t @-> t @-> t @-> scalar @-> returning void ) let stubs_clamp_max_tensor = foreign " atg_clamp_max_tensor " ( ptr t @-> t @-> t @-> returning void ) let stubs_clamp_max_tensor_ = foreign " atg_clamp_max_tensor_ " ( ptr t @-> t @-> t @-> returning void ) let stubs_clamp_max_tensor_out = foreign " atg_clamp_max_tensor_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_clamp_min = foreign " atg_clamp_min " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_clamp_min_ = foreign " atg_clamp_min_ " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_clamp_min_out = foreign " atg_clamp_min_out " ( ptr t @-> t @-> t @-> scalar @-> returning void ) let stubs_clamp_min_tensor = foreign " atg_clamp_min_tensor " ( ptr t @-> t @-> t @-> returning void ) let stubs_clamp_min_tensor_ = foreign " atg_clamp_min_tensor_ " ( ptr t @-> t @-> t @-> returning void ) let stubs_clamp_min_tensor_out = foreign " atg_clamp_min_tensor_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_clamp_out = foreign " atg_clamp_out " ( ptr t @-> t @-> t @-> scalar @-> scalar @-> returning void ) let stubs_clamp_tensor = foreign " atg_clamp_tensor " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_clamp_tensor_ = foreign " atg_clamp_tensor_ " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_clamp_tensor_out = foreign " atg_clamp_tensor_out " ( ptr t @-> t @-> t @-> t @-> t @-> returning void ) let stubs_clip = foreign " atg_clip " ( ptr t @-> t @-> scalar @-> scalar @-> returning void ) let stubs_clip_ = foreign " atg_clip_ " ( ptr t @-> t @-> scalar @-> scalar @-> returning void ) let stubs_clip_out = foreign " atg_clip_out " ( ptr t @-> t @-> t @-> scalar @-> scalar @-> returning void ) let stubs_clip_tensor = foreign " atg_clip_tensor " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_clip_tensor_ = foreign " atg_clip_tensor_ " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_clip_tensor_out = foreign " atg_clip_tensor_out " ( ptr t @-> t @-> t @-> t @-> t @-> returning void ) let stubs_clone = foreign " atg_clone " ( ptr t @-> t @-> returning void ) let stubs_coalesce = foreign " atg_coalesce " ( ptr t @-> t @-> returning void ) let stubs_col2im = foreign " atg_col2im " ( ptr t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> returning void ) let stubs_col2im_backward = foreign " atg_col2im_backward " ( ptr t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> returning void ) let stubs_col2im_backward_grad_input = foreign " atg_col2im_backward_grad_input " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> returning void ) let stubs_col2im_out = foreign " atg_col2im_out " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> returning void ) let stubs_col_indices = foreign " atg_col_indices " ( ptr t @-> t @-> returning void ) let stubs_column_stack = foreign " atg_column_stack " ( ptr t @-> ptr t @-> int @-> returning void ) let stubs_column_stack_out = foreign " atg_column_stack_out " ( ptr t @-> t @-> ptr t @-> int @-> returning void ) let stubs_combinations = foreign " atg_combinations " ( ptr t @-> t @-> int64_t @-> int @-> returning void ) let stubs_complex = foreign " atg_complex " ( ptr t @-> t @-> t @-> returning void ) let stubs_complex_out = foreign " atg_complex_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_concat = foreign " atg_concat " ( ptr t @-> ptr t @-> int @-> int64_t @-> returning void ) let stubs_concat_out = foreign " atg_concat_out " ( ptr t @-> t @-> ptr t @-> int @-> int64_t @-> returning void ) let stubs_conj = foreign " atg_conj " ( ptr t @-> t @-> returning void ) let stubs_conj_physical = foreign " atg_conj_physical " ( ptr t @-> t @-> returning void ) let stubs_conj_physical_ = foreign " atg_conj_physical_ " ( ptr t @-> t @-> returning void ) let stubs_conj_physical_out = foreign " atg_conj_physical_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_constant_pad_nd = foreign " atg_constant_pad_nd " ( ptr t @-> t @-> ptr int64_t @-> int @-> returning void ) let stubs_contiguous = foreign " atg_contiguous " ( ptr t @-> t @-> returning void ) let stubs_conv1d = foreign " atg_conv1d " ( ptr t @-> t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int64_t @-> returning void ) let stubs_conv1d_padding = foreign " atg_conv1d_padding " ( ptr t @-> t @-> t @-> t @-> ptr int64_t @-> int @-> string @-> ptr int64_t @-> int @-> int64_t @-> returning void ) let stubs_conv2d = foreign " atg_conv2d " ( ptr t @-> t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int64_t @-> returning void ) let stubs_conv2d_padding = foreign " atg_conv2d_padding " ( ptr t @-> t @-> t @-> t @-> ptr int64_t @-> int @-> string @-> ptr int64_t @-> int @-> int64_t @-> returning void ) let stubs_conv3d = foreign " atg_conv3d " ( ptr t @-> t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int64_t @-> returning void ) let stubs_conv3d_padding = foreign " atg_conv3d_padding " ( ptr t @-> t @-> t @-> t @-> ptr int64_t @-> int @-> string @-> ptr int64_t @-> int @-> int64_t @-> returning void ) let stubs_conv_depthwise3d = foreign " atg_conv_depthwise3d " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> returning void ) let stubs_conv_depthwise3d_backward = foreign " atg_conv_depthwise3d_backward " ( ptr t @-> t @-> t @-> t @-> t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> returning void ) let stubs_conv_tbc = foreign " atg_conv_tbc " ( ptr t @-> t @-> t @-> t @-> int64_t @-> returning void ) let stubs_conv_tbc_backward = foreign " atg_conv_tbc_backward " ( ptr t @-> t @-> t @-> t @-> t @-> int64_t @-> returning void ) let stubs_conv_transpose1d = foreign " atg_conv_transpose1d " ( ptr t @-> t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int64_t @-> ptr int64_t @-> int @-> returning void ) let stubs_conv_transpose2d = foreign " atg_conv_transpose2d " ( ptr t @-> t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int64_t @-> ptr int64_t @-> int @-> returning void ) let stubs_conv_transpose3d = foreign " atg_conv_transpose3d " ( ptr t @-> t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int64_t @-> ptr int64_t @-> int @-> returning void ) let stubs_convolution = foreign " atg_convolution " ( ptr t @-> t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int @-> ptr int64_t @-> int @-> int64_t @-> returning void ) let stubs_convolution_overrideable = foreign " atg_convolution_overrideable " ( ptr t @-> t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int @-> ptr int64_t @-> int @-> int64_t @-> returning void ) let stubs_copy_sparse_to_sparse_ = foreign " atg_copy_sparse_to_sparse_ " ( ptr t @-> t @-> t @-> int @-> returning void ) let stubs_copysign = foreign " atg_copysign " ( ptr t @-> t @-> t @-> returning void ) let stubs_copysign_ = foreign " atg_copysign_ " ( ptr t @-> t @-> t @-> returning void ) let stubs_copysign_out = foreign " atg_copysign_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_copysign_scalar = foreign " atg_copysign_scalar " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_copysign_scalar_ = foreign " atg_copysign_scalar_ " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_copysign_scalar_out = foreign " atg_copysign_scalar_out " ( ptr t @-> t @-> t @-> scalar @-> returning void ) let stubs_corrcoef = foreign " atg_corrcoef " ( ptr t @-> t @-> returning void ) let stubs_cos = foreign " atg_cos " ( ptr t @-> t @-> returning void ) let stubs_cos_ = foreign " atg_cos_ " ( ptr t @-> t @-> returning void ) let stubs_cos_out = foreign " atg_cos_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_cosh = foreign " atg_cosh " ( ptr t @-> t @-> returning void ) let stubs_cosh_ = foreign " atg_cosh_ " ( ptr t @-> t @-> returning void ) let stubs_cosh_out = foreign " atg_cosh_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_cosine_embedding_loss = foreign " atg_cosine_embedding_loss " ( ptr t @-> t @-> t @-> t @-> double @-> int64_t @-> returning void ) let stubs_cosine_similarity = foreign " atg_cosine_similarity " ( ptr t @-> t @-> t @-> int64_t @-> double @-> returning void ) let stubs_cov = foreign " atg_cov " ( ptr t @-> t @-> int64_t @-> t @-> t @-> returning void ) let stubs_cross = foreign " atg_cross " ( ptr t @-> t @-> t @-> int64_t @-> returning void ) let stubs_cross_entropy_loss = foreign " atg_cross_entropy_loss " ( ptr t @-> t @-> t @-> t @-> int64_t @-> int64_t @-> double @-> returning void ) end
module C5 ( F : Cstubs . FOREIGN ) = struct open F type t = unit ptr let t : t typ = ptr void type scalar = unit ptr let scalar : scalar typ = ptr void let stubs_cross_out = foreign " atg_cross_out " ( ptr t @-> t @-> t @-> t @-> int64_t @-> returning void ) let stubs_crow_indices = foreign " atg_crow_indices " ( ptr t @-> t @-> returning void ) let stubs_ctc_loss = foreign " atg_ctc_loss " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int64_t @-> int64_t @-> int @-> returning void ) let stubs_ctc_loss_tensor = foreign " atg_ctc_loss_tensor " ( ptr t @-> t @-> t @-> t @-> t @-> int64_t @-> int64_t @-> int @-> returning void ) let stubs_cudnn_affine_grid_generator = foreign " atg_cudnn_affine_grid_generator " ( ptr t @-> t @-> int64_t @-> int64_t @-> int64_t @-> int64_t @-> returning void ) let stubs_cudnn_affine_grid_generator_backward = foreign " atg_cudnn_affine_grid_generator_backward " ( ptr t @-> t @-> int64_t @-> int64_t @-> int64_t @-> int64_t @-> returning void ) let stubs_cudnn_batch_norm = foreign " atg_cudnn_batch_norm " ( ptr t @-> t @-> t @-> t @-> t @-> t @-> int @-> double @-> double @-> returning void ) let stubs_cudnn_batch_norm_backward = foreign " atg_cudnn_batch_norm_backward " ( ptr t @-> t @-> t @-> t @-> t @-> t @-> t @-> t @-> double @-> t @-> returning void ) let stubs_cudnn_convolution = foreign " atg_cudnn_convolution " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int64_t @-> int @-> int @-> int @-> returning void ) let stubs_cudnn_convolution_add_relu = foreign " atg_cudnn_convolution_add_relu " ( ptr t @-> t @-> t @-> t @-> scalar @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int64_t @-> returning void ) let stubs_cudnn_convolution_backward_input = foreign " atg_cudnn_convolution_backward_input " ( ptr t @-> ptr int64_t @-> int @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int64_t @-> int @-> int @-> int @-> returning void ) let stubs_cudnn_convolution_backward_weight = foreign " atg_cudnn_convolution_backward_weight " ( ptr t @-> ptr int64_t @-> int @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int64_t @-> int @-> int @-> int @-> returning void ) let stubs_cudnn_convolution_deprecated = foreign " atg_cudnn_convolution_deprecated " ( ptr t @-> t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int64_t @-> int @-> int @-> returning void ) let stubs_cudnn_convolution_deprecated2 = foreign " atg_cudnn_convolution_deprecated2 " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int64_t @-> int @-> int @-> returning void ) let stubs_cudnn_convolution_relu = foreign " atg_cudnn_convolution_relu " ( ptr t @-> t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int64_t @-> returning void ) let stubs_cudnn_convolution_transpose = foreign " atg_cudnn_convolution_transpose " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int64_t @-> int @-> int @-> int @-> returning void ) let stubs_cudnn_convolution_transpose_backward_input = foreign " atg_cudnn_convolution_transpose_backward_input " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int64_t @-> int @-> int @-> int @-> returning void ) let stubs_cudnn_convolution_transpose_backward_weight = foreign " atg_cudnn_convolution_transpose_backward_weight " ( ptr t @-> ptr int64_t @-> int @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int64_t @-> int @-> int @-> int @-> returning void ) let stubs_cudnn_convolution_transpose_deprecated = foreign " atg_cudnn_convolution_transpose_deprecated " ( ptr t @-> t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int64_t @-> int @-> int @-> returning void ) let stubs_cudnn_convolution_transpose_deprecated2 = foreign " atg_cudnn_convolution_transpose_deprecated2 " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int64_t @-> int @-> int @-> returning void ) let stubs_cudnn_grid_sampler = foreign " atg_cudnn_grid_sampler " ( ptr t @-> t @-> t @-> returning void ) let stubs_cudnn_grid_sampler_backward = foreign " atg_cudnn_grid_sampler_backward " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_cummax = foreign " atg_cummax " ( ptr t @-> t @-> int64_t @-> returning void ) let stubs_cummax_out = foreign " atg_cummax_out " ( ptr t @-> t @-> t @-> t @-> int64_t @-> returning void ) let stubs_cummaxmin_backward = foreign " atg_cummaxmin_backward " ( ptr t @-> t @-> t @-> t @-> int64_t @-> returning void ) let stubs_cummin = foreign " atg_cummin " ( ptr t @-> t @-> int64_t @-> returning void ) let stubs_cummin_out = foreign " atg_cummin_out " ( ptr t @-> t @-> t @-> t @-> int64_t @-> returning void ) let stubs_cumprod = foreign " atg_cumprod " ( ptr t @-> t @-> int64_t @-> int @-> returning void ) let stubs_cumprod_ = foreign " atg_cumprod_ " ( ptr t @-> t @-> int64_t @-> int @-> returning void ) let stubs_cumprod_backward = foreign " atg_cumprod_backward " ( ptr t @-> t @-> t @-> int64_t @-> t @-> returning void ) let stubs_cumprod_out = foreign " atg_cumprod_out " ( ptr t @-> t @-> t @-> int64_t @-> int @-> returning void ) let stubs_cumsum = foreign " atg_cumsum " ( ptr t @-> t @-> int64_t @-> int @-> returning void ) let stubs_cumsum_ = foreign " atg_cumsum_ " ( ptr t @-> t @-> int64_t @-> int @-> returning void ) let stubs_cumsum_out = foreign " atg_cumsum_out " ( ptr t @-> t @-> t @-> int64_t @-> int @-> returning void ) let stubs_cumulative_trapezoid = foreign " atg_cumulative_trapezoid " ( ptr t @-> t @-> int64_t @-> returning void ) let stubs_cumulative_trapezoid_x = foreign " atg_cumulative_trapezoid_x " ( ptr t @-> t @-> t @-> int64_t @-> returning void ) let stubs_data = foreign " atg_data " ( ptr t @-> t @-> returning void ) let stubs_deg2rad = foreign " atg_deg2rad " ( ptr t @-> t @-> returning void ) let stubs_deg2rad_ = foreign " atg_deg2rad_ " ( ptr t @-> t @-> returning void ) let stubs_deg2rad_out = foreign " atg_deg2rad_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_dequantize = foreign " atg_dequantize " ( ptr t @-> t @-> returning void ) let stubs_dequantize_tensors = foreign " atg_dequantize_tensors " ( ptr t @-> int @-> returning ( ptr t ) ) let stubs_det = foreign " atg_det " ( ptr t @-> t @-> returning void ) let stubs_detach = foreign " atg_detach " ( ptr t @-> t @-> returning void ) let stubs_detach_ = foreign " atg_detach_ " ( ptr t @-> t @-> returning void ) let stubs_diag = foreign " atg_diag " ( ptr t @-> t @-> int64_t @-> returning void ) let stubs_diag_backward = foreign " atg_diag_backward " ( ptr t @-> t @-> ptr int64_t @-> int @-> int64_t @-> returning void ) let stubs_diag_embed = foreign " atg_diag_embed " ( ptr t @-> t @-> int64_t @-> int64_t @-> int64_t @-> returning void ) let stubs_diag_out = foreign " atg_diag_out " ( ptr t @-> t @-> t @-> int64_t @-> returning void ) let stubs_diagflat = foreign " atg_diagflat " ( ptr t @-> t @-> int64_t @-> returning void ) let stubs_diagonal = foreign " atg_diagonal " ( ptr t @-> t @-> int64_t @-> int64_t @-> int64_t @-> returning void ) let stubs_diagonal_backward = foreign " atg_diagonal_backward " ( ptr t @-> t @-> ptr int64_t @-> int @-> int64_t @-> int64_t @-> int64_t @-> returning void ) let stubs_diff = foreign " atg_diff " ( ptr t @-> t @-> int64_t @-> int64_t @-> t @-> t @-> returning void ) let stubs_diff_out = foreign " atg_diff_out " ( ptr t @-> t @-> t @-> int64_t @-> int64_t @-> t @-> t @-> returning void ) let stubs_digamma = foreign " atg_digamma " ( ptr t @-> t @-> returning void ) let stubs_digamma_ = foreign " atg_digamma_ " ( ptr t @-> t @-> returning void ) let stubs_digamma_out = foreign " atg_digamma_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_dist = foreign " atg_dist " ( ptr t @-> t @-> t @-> returning void ) let stubs_div = foreign " atg_div " ( ptr t @-> t @-> t @-> returning void ) let stubs_div_ = foreign " atg_div_ " ( ptr t @-> t @-> t @-> returning void ) let stubs_div_out = foreign " atg_div_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_div_out_mode = foreign " atg_div_out_mode " ( ptr t @-> t @-> t @-> t @-> string @-> returning void ) let stubs_div_scalar = foreign " atg_div_scalar " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_div_scalar_ = foreign " atg_div_scalar_ " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_div_scalar_mode = foreign " atg_div_scalar_mode " ( ptr t @-> t @-> scalar @-> string @-> returning void ) let stubs_div_scalar_mode_ = foreign " atg_div_scalar_mode_ " ( ptr t @-> t @-> scalar @-> string @-> returning void ) let stubs_div_tensor_mode = foreign " atg_div_tensor_mode " ( ptr t @-> t @-> t @-> string @-> returning void ) let stubs_div_tensor_mode_ = foreign " atg_div_tensor_mode_ " ( ptr t @-> t @-> t @-> string @-> returning void ) let stubs_divide = foreign " atg_divide " ( ptr t @-> t @-> t @-> returning void ) let stubs_divide_ = foreign " atg_divide_ " ( ptr t @-> t @-> t @-> returning void ) let stubs_divide_out = foreign " atg_divide_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_divide_out_mode = foreign " atg_divide_out_mode " ( ptr t @-> t @-> t @-> t @-> string @-> returning void ) let stubs_divide_scalar = foreign " atg_divide_scalar " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_divide_scalar_ = foreign " atg_divide_scalar_ " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_divide_scalar_mode = foreign " atg_divide_scalar_mode " ( ptr t @-> t @-> scalar @-> string @-> returning void ) let stubs_divide_scalar_mode_ = foreign " atg_divide_scalar_mode_ " ( ptr t @-> t @-> scalar @-> string @-> returning void ) let stubs_divide_tensor_mode = foreign " atg_divide_tensor_mode " ( ptr t @-> t @-> t @-> string @-> returning void ) let stubs_divide_tensor_mode_ = foreign " atg_divide_tensor_mode_ " ( ptr t @-> t @-> t @-> string @-> returning void ) let stubs_dot = foreign " atg_dot " ( ptr t @-> t @-> t @-> returning void ) let stubs_dot_out = foreign " atg_dot_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_dropout = foreign " atg_dropout " ( ptr t @-> t @-> double @-> int @-> returning void ) let stubs_dropout_ = foreign " atg_dropout_ " ( ptr t @-> t @-> double @-> int @-> returning void ) let stubs_dsplit = foreign " atg_dsplit " ( t @-> int64_t @-> returning ( ptr t ) ) let stubs_dsplit_array = foreign " atg_dsplit_array " ( t @-> ptr int64_t @-> int @-> returning ( ptr t ) ) let stubs_dstack = foreign " atg_dstack " ( ptr t @-> ptr t @-> int @-> returning void ) let stubs_dstack_out = foreign " atg_dstack_out " ( ptr t @-> t @-> ptr t @-> int @-> returning void ) let stubs_eig = foreign " atg_eig " ( ptr t @-> t @-> int @-> returning void ) let stubs_eig_e = foreign " atg_eig_e " ( ptr t @-> t @-> t @-> t @-> int @-> returning void ) let stubs_einsum = foreign " atg_einsum " ( ptr t @-> string @-> ptr t @-> int @-> returning void ) let stubs_elu = foreign " atg_elu " ( ptr t @-> t @-> returning void ) let stubs_elu_ = foreign " atg_elu_ " ( ptr t @-> t @-> returning void ) let stubs_elu_backward = foreign " atg_elu_backward " ( ptr t @-> t @-> scalar @-> scalar @-> scalar @-> int @-> t @-> returning void ) let stubs_elu_backward_grad_input = foreign " atg_elu_backward_grad_input " ( ptr t @-> t @-> t @-> scalar @-> scalar @-> scalar @-> int @-> t @-> returning void ) let stubs_elu_out = foreign " atg_elu_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_embedding = foreign " atg_embedding " ( ptr t @-> t @-> t @-> int64_t @-> int @-> int @-> returning void ) let stubs_embedding_backward = foreign " atg_embedding_backward " ( ptr t @-> t @-> t @-> int64_t @-> int64_t @-> int @-> int @-> returning void ) let stubs_embedding_bag = foreign " atg_embedding_bag " ( ptr t @-> t @-> t @-> t @-> int @-> int64_t @-> int @-> t @-> int @-> returning void ) let stubs_embedding_bag_padding_idx = foreign " atg_embedding_bag_padding_idx " ( ptr t @-> t @-> t @-> t @-> int @-> int64_t @-> int @-> t @-> int @-> int64_t @-> returning void ) let stubs_embedding_dense_backward = foreign " atg_embedding_dense_backward " ( ptr t @-> t @-> t @-> int64_t @-> int64_t @-> int @-> returning void ) let stubs_embedding_renorm_ = foreign " atg_embedding_renorm_ " ( ptr t @-> t @-> t @-> double @-> double @-> returning void ) end
module C6 ( F : Cstubs . FOREIGN ) = struct open F type t = unit ptr let t : t typ = ptr void type scalar = unit ptr let scalar : scalar typ = ptr void let stubs_embedding_sparse_backward = foreign " atg_embedding_sparse_backward " ( ptr t @-> t @-> t @-> int64_t @-> int64_t @-> int @-> returning void ) let stubs_empty = foreign " atg_empty " ( ptr t @-> ptr int64_t @-> int @-> int @-> int @-> returning void ) let stubs_empty_like = foreign " atg_empty_like " ( ptr t @-> t @-> returning void ) let stubs_empty_out = foreign " atg_empty_out " ( ptr t @-> t @-> ptr int64_t @-> int @-> returning void ) let stubs_empty_quantized = foreign " atg_empty_quantized " ( ptr t @-> ptr int64_t @-> int @-> t @-> int @-> int @-> returning void ) let stubs_empty_strided = foreign " atg_empty_strided " ( ptr t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int @-> int @-> returning void ) let stubs_eq = foreign " atg_eq " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_eq_ = foreign " atg_eq_ " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_eq_scalar_out = foreign " atg_eq_scalar_out " ( ptr t @-> t @-> t @-> scalar @-> returning void ) let stubs_eq_tensor = foreign " atg_eq_tensor " ( ptr t @-> t @-> t @-> returning void ) let stubs_eq_tensor_ = foreign " atg_eq_tensor_ " ( ptr t @-> t @-> t @-> returning void ) let stubs_eq_tensor_out = foreign " atg_eq_tensor_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_erf = foreign " atg_erf " ( ptr t @-> t @-> returning void ) let stubs_erf_ = foreign " atg_erf_ " ( ptr t @-> t @-> returning void ) let stubs_erf_out = foreign " atg_erf_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_erfc = foreign " atg_erfc " ( ptr t @-> t @-> returning void ) let stubs_erfc_ = foreign " atg_erfc_ " ( ptr t @-> t @-> returning void ) let stubs_erfc_out = foreign " atg_erfc_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_erfinv = foreign " atg_erfinv " ( ptr t @-> t @-> returning void ) let stubs_erfinv_ = foreign " atg_erfinv_ " ( ptr t @-> t @-> returning void ) let stubs_erfinv_out = foreign " atg_erfinv_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_exp = foreign " atg_exp " ( ptr t @-> t @-> returning void ) let stubs_exp2 = foreign " atg_exp2 " ( ptr t @-> t @-> returning void ) let stubs_exp2_ = foreign " atg_exp2_ " ( ptr t @-> t @-> returning void ) let stubs_exp2_out = foreign " atg_exp2_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_exp_ = foreign " atg_exp_ " ( ptr t @-> t @-> returning void ) let stubs_exp_out = foreign " atg_exp_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_expand = foreign " atg_expand " ( ptr t @-> t @-> ptr int64_t @-> int @-> int @-> returning void ) let stubs_expand_as = foreign " atg_expand_as " ( ptr t @-> t @-> t @-> returning void ) let stubs_expm1 = foreign " atg_expm1 " ( ptr t @-> t @-> returning void ) let stubs_expm1_ = foreign " atg_expm1_ " ( ptr t @-> t @-> returning void ) let stubs_expm1_out = foreign " atg_expm1_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_exponential_ = foreign " atg_exponential_ " ( ptr t @-> t @-> double @-> returning void ) let stubs_eye = foreign " atg_eye " ( ptr t @-> int64_t @-> int @-> int @-> returning void ) let stubs_eye_m = foreign " atg_eye_m " ( ptr t @-> int64_t @-> int64_t @-> int @-> int @-> returning void ) let stubs_eye_m_out = foreign " atg_eye_m_out " ( ptr t @-> t @-> int64_t @-> int64_t @-> returning void ) let stubs_eye_out = foreign " atg_eye_out " ( ptr t @-> t @-> int64_t @-> returning void ) let stubs_fake_quantize_per_channel_affine = foreign " atg_fake_quantize_per_channel_affine " ( ptr t @-> t @-> t @-> t @-> int64_t @-> int64_t @-> int64_t @-> returning void ) let stubs_fake_quantize_per_channel_affine_cachemask = foreign " atg_fake_quantize_per_channel_affine_cachemask " ( ptr t @-> t @-> t @-> t @-> int64_t @-> int64_t @-> int64_t @-> returning void ) let stubs_fake_quantize_per_channel_affine_cachemask_backward = foreign " atg_fake_quantize_per_channel_affine_cachemask_backward " ( ptr t @-> t @-> t @-> returning void ) let stubs_fake_quantize_per_tensor_affine = foreign " atg_fake_quantize_per_tensor_affine " ( ptr t @-> t @-> double @-> int64_t @-> int64_t @-> int64_t @-> returning void ) let stubs_fake_quantize_per_tensor_affine_cachemask = foreign " atg_fake_quantize_per_tensor_affine_cachemask " ( ptr t @-> t @-> double @-> int64_t @-> int64_t @-> int64_t @-> returning void ) let stubs_fake_quantize_per_tensor_affine_cachemask_backward = foreign " atg_fake_quantize_per_tensor_affine_cachemask_backward " ( ptr t @-> t @-> t @-> returning void ) let stubs_fake_quantize_per_tensor_affine_tensor_qparams = foreign " atg_fake_quantize_per_tensor_affine_tensor_qparams " ( ptr t @-> t @-> t @-> t @-> int64_t @-> int64_t @-> returning void ) let stubs_fbgemm_linear_fp16_weight = foreign " atg_fbgemm_linear_fp16_weight " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_fbgemm_linear_fp16_weight_fp32_activation = foreign " atg_fbgemm_linear_fp16_weight_fp32_activation " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_fbgemm_linear_int8_weight = foreign " atg_fbgemm_linear_int8_weight " ( ptr t @-> t @-> t @-> t @-> t @-> scalar @-> scalar @-> t @-> returning void ) let stubs_fbgemm_linear_int8_weight_fp32_activation = foreign " atg_fbgemm_linear_int8_weight_fp32_activation " ( ptr t @-> t @-> t @-> t @-> t @-> scalar @-> scalar @-> t @-> returning void ) let stubs_fbgemm_pack_gemm_matrix_fp16 = foreign " atg_fbgemm_pack_gemm_matrix_fp16 " ( ptr t @-> t @-> returning void ) let stubs_fbgemm_pack_quantized_matrix = foreign " atg_fbgemm_pack_quantized_matrix " ( ptr t @-> t @-> returning void ) let stubs_fbgemm_pack_quantized_matrix_kn = foreign " atg_fbgemm_pack_quantized_matrix_kn " ( ptr t @-> t @-> int64_t @-> int64_t @-> returning void ) let stubs_feature_alpha_dropout = foreign " atg_feature_alpha_dropout " ( ptr t @-> t @-> double @-> int @-> returning void ) let stubs_feature_alpha_dropout_ = foreign " atg_feature_alpha_dropout_ " ( ptr t @-> t @-> double @-> int @-> returning void ) let stubs_feature_dropout = foreign " atg_feature_dropout " ( ptr t @-> t @-> double @-> int @-> returning void ) let stubs_feature_dropout_ = foreign " atg_feature_dropout_ " ( ptr t @-> t @-> double @-> int @-> returning void ) let stubs_fft_fft = foreign " atg_fft_fft " ( ptr t @-> t @-> int64_t @-> int64_t @-> string @-> returning void ) let stubs_fft_fft2 = foreign " atg_fft_fft2 " ( ptr t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> string @-> returning void ) let stubs_fft_fft2_out = foreign " atg_fft_fft2_out " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> string @-> returning void ) let stubs_fft_fft_out = foreign " atg_fft_fft_out " ( ptr t @-> t @-> t @-> int64_t @-> int64_t @-> string @-> returning void ) let stubs_fft_fftfreq = foreign " atg_fft_fftfreq " ( ptr t @-> int64_t @-> double @-> int @-> int @-> returning void ) let stubs_fft_fftfreq_out = foreign " atg_fft_fftfreq_out " ( ptr t @-> t @-> int64_t @-> double @-> returning void ) let stubs_fft_fftn = foreign " atg_fft_fftn " ( ptr t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> string @-> returning void ) let stubs_fft_fftn_out = foreign " atg_fft_fftn_out " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> string @-> returning void ) let stubs_fft_fftshift = foreign " atg_fft_fftshift " ( ptr t @-> t @-> ptr int64_t @-> int @-> returning void ) let stubs_fft_hfft = foreign " atg_fft_hfft " ( ptr t @-> t @-> int64_t @-> int64_t @-> string @-> returning void ) let stubs_fft_hfft_out = foreign " atg_fft_hfft_out " ( ptr t @-> t @-> t @-> int64_t @-> int64_t @-> string @-> returning void ) let stubs_fft_ifft = foreign " atg_fft_ifft " ( ptr t @-> t @-> int64_t @-> int64_t @-> string @-> returning void ) let stubs_fft_ifft2 = foreign " atg_fft_ifft2 " ( ptr t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> string @-> returning void ) let stubs_fft_ifft2_out = foreign " atg_fft_ifft2_out " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> string @-> returning void ) let stubs_fft_ifft_out = foreign " atg_fft_ifft_out " ( ptr t @-> t @-> t @-> int64_t @-> int64_t @-> string @-> returning void ) let stubs_fft_ifftn = foreign " atg_fft_ifftn " ( ptr t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> string @-> returning void ) let stubs_fft_ifftn_out = foreign " atg_fft_ifftn_out " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> string @-> returning void ) let stubs_fft_ifftshift = foreign " atg_fft_ifftshift " ( ptr t @-> t @-> ptr int64_t @-> int @-> returning void ) let stubs_fft_ihfft = foreign " atg_fft_ihfft " ( ptr t @-> t @-> int64_t @-> int64_t @-> string @-> returning void ) let stubs_fft_ihfft_out = foreign " atg_fft_ihfft_out " ( ptr t @-> t @-> t @-> int64_t @-> int64_t @-> string @-> returning void ) let stubs_fft_irfft = foreign " atg_fft_irfft " ( ptr t @-> t @-> int64_t @-> int64_t @-> string @-> returning void ) let stubs_fft_irfft2 = foreign " atg_fft_irfft2 " ( ptr t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> string @-> returning void ) let stubs_fft_irfft2_out = foreign " atg_fft_irfft2_out " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> string @-> returning void ) let stubs_fft_irfft_out = foreign " atg_fft_irfft_out " ( ptr t @-> t @-> t @-> int64_t @-> int64_t @-> string @-> returning void ) let stubs_fft_irfftn = foreign " atg_fft_irfftn " ( ptr t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> string @-> returning void ) let stubs_fft_irfftn_out = foreign " atg_fft_irfftn_out " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> string @-> returning void ) let stubs_fft_rfft = foreign " atg_fft_rfft " ( ptr t @-> t @-> int64_t @-> int64_t @-> string @-> returning void ) let stubs_fft_rfft2 = foreign " atg_fft_rfft2 " ( ptr t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> string @-> returning void ) let stubs_fft_rfft2_out = foreign " atg_fft_rfft2_out " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> string @-> returning void ) let stubs_fft_rfft_out = foreign " atg_fft_rfft_out " ( ptr t @-> t @-> t @-> int64_t @-> int64_t @-> string @-> returning void ) let stubs_fft_rfftfreq = foreign " atg_fft_rfftfreq " ( ptr t @-> int64_t @-> double @-> int @-> int @-> returning void ) let stubs_fft_rfftfreq_out = foreign " atg_fft_rfftfreq_out " ( ptr t @-> t @-> int64_t @-> double @-> returning void ) let stubs_fft_rfftn = foreign " atg_fft_rfftn " ( ptr t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> string @-> returning void ) let stubs_fft_rfftn_out = foreign " atg_fft_rfftn_out " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> string @-> returning void ) let stubs_fill_ = foreign " atg_fill_ " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_fill_diagonal_ = foreign " atg_fill_diagonal_ " ( ptr t @-> t @-> scalar @-> int @-> returning void ) let stubs_fill_tensor_ = foreign " atg_fill_tensor_ " ( ptr t @-> t @-> t @-> returning void ) let stubs_fix = foreign " atg_fix " ( ptr t @-> t @-> returning void ) let stubs_fix_ = foreign " atg_fix_ " ( ptr t @-> t @-> returning void ) let stubs_fix_out = foreign " atg_fix_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_flatten = foreign " atg_flatten " ( ptr t @-> t @-> int64_t @-> int64_t @-> returning void ) let stubs_flatten_dense_tensors = foreign " atg_flatten_dense_tensors " ( ptr t @-> ptr t @-> int @-> returning void ) let stubs_flip = foreign " atg_flip " ( ptr t @-> t @-> ptr int64_t @-> int @-> returning void ) let stubs_fliplr = foreign " atg_fliplr " ( ptr t @-> t @-> returning void ) let stubs_flipud = foreign " atg_flipud " ( ptr t @-> t @-> returning void ) end
module C7 ( F : Cstubs . FOREIGN ) = struct open F type t = unit ptr let t : t typ = ptr void type scalar = unit ptr let scalar : scalar typ = ptr void let stubs_float_power = foreign " atg_float_power " ( ptr t @-> t @-> t @-> returning void ) let stubs_float_power_ = foreign " atg_float_power_ " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_float_power_scalar = foreign " atg_float_power_scalar " ( ptr t @-> scalar @-> t @-> returning void ) let stubs_float_power_scalar_out = foreign " atg_float_power_scalar_out " ( ptr t @-> t @-> scalar @-> t @-> returning void ) let stubs_float_power_tensor_ = foreign " atg_float_power_tensor_ " ( ptr t @-> t @-> t @-> returning void ) let stubs_float_power_tensor_scalar = foreign " atg_float_power_tensor_scalar " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_float_power_tensor_scalar_out = foreign " atg_float_power_tensor_scalar_out " ( ptr t @-> t @-> t @-> scalar @-> returning void ) let stubs_float_power_tensor_tensor_out = foreign " atg_float_power_tensor_tensor_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_floor = foreign " atg_floor " ( ptr t @-> t @-> returning void ) let stubs_floor_ = foreign " atg_floor_ " ( ptr t @-> t @-> returning void ) let stubs_floor_divide = foreign " atg_floor_divide " ( ptr t @-> t @-> t @-> returning void ) let stubs_floor_divide_ = foreign " atg_floor_divide_ " ( ptr t @-> t @-> t @-> returning void ) let stubs_floor_divide_out = foreign " atg_floor_divide_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_floor_divide_scalar = foreign " atg_floor_divide_scalar " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_floor_divide_scalar_ = foreign " atg_floor_divide_scalar_ " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_floor_out = foreign " atg_floor_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_fmax = foreign " atg_fmax " ( ptr t @-> t @-> t @-> returning void ) let stubs_fmax_out = foreign " atg_fmax_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_fmin = foreign " atg_fmin " ( ptr t @-> t @-> t @-> returning void ) let stubs_fmin_out = foreign " atg_fmin_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_fmod = foreign " atg_fmod " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_fmod_ = foreign " atg_fmod_ " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_fmod_scalar_out = foreign " atg_fmod_scalar_out " ( ptr t @-> t @-> t @-> scalar @-> returning void ) let stubs_fmod_tensor = foreign " atg_fmod_tensor " ( ptr t @-> t @-> t @-> returning void ) let stubs_fmod_tensor_ = foreign " atg_fmod_tensor_ " ( ptr t @-> t @-> t @-> returning void ) let stubs_fmod_tensor_out = foreign " atg_fmod_tensor_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_frac = foreign " atg_frac " ( ptr t @-> t @-> returning void ) let stubs_frac_ = foreign " atg_frac_ " ( ptr t @-> t @-> returning void ) let stubs_frac_out = foreign " atg_frac_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_fractional_max_pool2d = foreign " atg_fractional_max_pool2d " ( ptr t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> t @-> returning void ) let stubs_fractional_max_pool2d_backward = foreign " atg_fractional_max_pool2d_backward " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> t @-> returning void ) let stubs_fractional_max_pool2d_backward_grad_input = foreign " atg_fractional_max_pool2d_backward_grad_input " ( ptr t @-> t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> t @-> returning void ) let stubs_fractional_max_pool2d_output = foreign " atg_fractional_max_pool2d_output " ( ptr t @-> t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> t @-> returning void ) let stubs_fractional_max_pool3d = foreign " atg_fractional_max_pool3d " ( ptr t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> t @-> returning void ) let stubs_fractional_max_pool3d_backward = foreign " atg_fractional_max_pool3d_backward " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> t @-> returning void ) let stubs_fractional_max_pool3d_backward_grad_input = foreign " atg_fractional_max_pool3d_backward_grad_input " ( ptr t @-> t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> t @-> returning void ) let stubs_fractional_max_pool3d_output = foreign " atg_fractional_max_pool3d_output " ( ptr t @-> t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> t @-> returning void ) let stubs_frexp = foreign " atg_frexp " ( ptr t @-> t @-> returning void ) let stubs_frexp_tensor_out = foreign " atg_frexp_tensor_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_frobenius_norm = foreign " atg_frobenius_norm " ( ptr t @-> t @-> returning void ) let stubs_frobenius_norm_dim = foreign " atg_frobenius_norm_dim " ( ptr t @-> t @-> ptr int64_t @-> int @-> int @-> returning void ) let stubs_frobenius_norm_out = foreign " atg_frobenius_norm_out " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> int @-> returning void ) let stubs_from_file = foreign " atg_from_file " ( ptr t @-> string @-> int @-> int64_t @-> int @-> int @-> returning void ) let stubs_full = foreign " atg_full " ( ptr t @-> ptr int64_t @-> int @-> scalar @-> int @-> int @-> returning void ) let stubs_full_like = foreign " atg_full_like " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_full_out = foreign " atg_full_out " ( ptr t @-> t @-> ptr int64_t @-> int @-> scalar @-> returning void ) let stubs_fused_moving_avg_obs_fake_quant = foreign " atg_fused_moving_avg_obs_fake_quant " ( ptr t @-> t @-> t @-> t @-> t @-> t @-> t @-> t @-> double @-> int64_t @-> int64_t @-> int64_t @-> int @-> int @-> returning void ) let stubs_gather = foreign " atg_gather " ( ptr t @-> t @-> int64_t @-> t @-> int @-> returning void ) let stubs_gather_backward = foreign " atg_gather_backward " ( ptr t @-> t @-> t @-> int64_t @-> t @-> int @-> returning void ) let stubs_gather_out = foreign " atg_gather_out " ( ptr t @-> t @-> t @-> int64_t @-> t @-> int @-> returning void ) let stubs_gcd = foreign " atg_gcd " ( ptr t @-> t @-> t @-> returning void ) let stubs_gcd_ = foreign " atg_gcd_ " ( ptr t @-> t @-> t @-> returning void ) let stubs_gcd_out = foreign " atg_gcd_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_ge = foreign " atg_ge " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_ge_ = foreign " atg_ge_ " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_ge_scalar_out = foreign " atg_ge_scalar_out " ( ptr t @-> t @-> t @-> scalar @-> returning void ) let stubs_ge_tensor = foreign " atg_ge_tensor " ( ptr t @-> t @-> t @-> returning void ) let stubs_ge_tensor_ = foreign " atg_ge_tensor_ " ( ptr t @-> t @-> t @-> returning void ) let stubs_ge_tensor_out = foreign " atg_ge_tensor_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_gelu = foreign " atg_gelu " ( ptr t @-> t @-> returning void ) let stubs_gelu_backward = foreign " atg_gelu_backward " ( ptr t @-> t @-> t @-> returning void ) let stubs_gelu_backward_grad_input = foreign " atg_gelu_backward_grad_input " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_gelu_out = foreign " atg_gelu_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_geometric_ = foreign " atg_geometric_ " ( ptr t @-> t @-> double @-> returning void ) let stubs_geqrf = foreign " atg_geqrf " ( ptr t @-> t @-> returning void ) let stubs_geqrf_a = foreign " atg_geqrf_a " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_ger = foreign " atg_ger " ( ptr t @-> t @-> t @-> returning void ) let stubs_ger_out = foreign " atg_ger_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_glu = foreign " atg_glu " ( ptr t @-> t @-> int64_t @-> returning void ) let stubs_glu_backward = foreign " atg_glu_backward " ( ptr t @-> t @-> t @-> int64_t @-> returning void ) let stubs_glu_backward_grad_input = foreign " atg_glu_backward_grad_input " ( ptr t @-> t @-> t @-> t @-> int64_t @-> returning void ) let stubs_glu_out = foreign " atg_glu_out " ( ptr t @-> t @-> t @-> int64_t @-> returning void ) let stubs_grad = foreign " atg_grad " ( ptr t @-> t @-> returning void ) let stubs_greater = foreign " atg_greater " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_greater_ = foreign " atg_greater_ " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_greater_equal = foreign " atg_greater_equal " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_greater_equal_ = foreign " atg_greater_equal_ " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_greater_equal_scalar_out = foreign " atg_greater_equal_scalar_out " ( ptr t @-> t @-> t @-> scalar @-> returning void ) let stubs_greater_equal_tensor = foreign " atg_greater_equal_tensor " ( ptr t @-> t @-> t @-> returning void ) let stubs_greater_equal_tensor_ = foreign " atg_greater_equal_tensor_ " ( ptr t @-> t @-> t @-> returning void ) let stubs_greater_equal_tensor_out = foreign " atg_greater_equal_tensor_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_greater_scalar_out = foreign " atg_greater_scalar_out " ( ptr t @-> t @-> t @-> scalar @-> returning void ) let stubs_greater_tensor = foreign " atg_greater_tensor " ( ptr t @-> t @-> t @-> returning void ) let stubs_greater_tensor_ = foreign " atg_greater_tensor_ " ( ptr t @-> t @-> t @-> returning void ) let stubs_greater_tensor_out = foreign " atg_greater_tensor_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_grid_sampler = foreign " atg_grid_sampler " ( ptr t @-> t @-> t @-> int64_t @-> int64_t @-> int @-> returning void ) let stubs_grid_sampler_2d = foreign " atg_grid_sampler_2d " ( ptr t @-> t @-> t @-> int64_t @-> int64_t @-> int @-> returning void ) let stubs_grid_sampler_2d_backward = foreign " atg_grid_sampler_2d_backward " ( ptr t @-> t @-> t @-> t @-> int64_t @-> int64_t @-> int @-> returning void ) let stubs_grid_sampler_3d = foreign " atg_grid_sampler_3d " ( ptr t @-> t @-> t @-> int64_t @-> int64_t @-> int @-> returning void ) let stubs_grid_sampler_3d_backward = foreign " atg_grid_sampler_3d_backward " ( ptr t @-> t @-> t @-> t @-> int64_t @-> int64_t @-> int @-> returning void ) let stubs_group_norm = foreign " atg_group_norm " ( ptr t @-> t @-> int64_t @-> t @-> t @-> double @-> int @-> returning void ) let stubs_gru = foreign " atg_gru " ( ptr t @-> t @-> t @-> ptr t @-> int @-> int @-> int64_t @-> double @-> int @-> int @-> int @-> returning void ) let stubs_gru_cell = foreign " atg_gru_cell " ( ptr t @-> t @-> t @-> t @-> t @-> t @-> t @-> returning void ) let stubs_gru_data = foreign " atg_gru_data " ( ptr t @-> t @-> t @-> t @-> ptr t @-> int @-> int @-> int64_t @-> double @-> int @-> int @-> returning void ) let stubs_gt = foreign " atg_gt " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_gt_ = foreign " atg_gt_ " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_gt_scalar_out = foreign " atg_gt_scalar_out " ( ptr t @-> t @-> t @-> scalar @-> returning void ) let stubs_gt_tensor = foreign " atg_gt_tensor " ( ptr t @-> t @-> t @-> returning void ) let stubs_gt_tensor_ = foreign " atg_gt_tensor_ " ( ptr t @-> t @-> t @-> returning void ) let stubs_gt_tensor_out = foreign " atg_gt_tensor_out " ( ptr t @-> t @-> t @-> t @-> returning void ) end
module C8 ( F : Cstubs . FOREIGN ) = struct open F type t = unit ptr let t : t typ = ptr void type scalar = unit ptr let scalar : scalar typ = ptr void let stubs_hamming_window = foreign " atg_hamming_window " ( ptr t @-> int64_t @-> int @-> int @-> returning void ) let stubs_hamming_window_periodic = foreign " atg_hamming_window_periodic " ( ptr t @-> int64_t @-> int @-> int @-> int @-> returning void ) let stubs_hamming_window_periodic_alpha = foreign " atg_hamming_window_periodic_alpha " ( ptr t @-> int64_t @-> int @-> double @-> int @-> int @-> returning void ) let stubs_hamming_window_periodic_alpha_beta = foreign " atg_hamming_window_periodic_alpha_beta " ( ptr t @-> int64_t @-> int @-> double @-> double @-> int @-> int @-> returning void ) let stubs_hann_window = foreign " atg_hann_window " ( ptr t @-> int64_t @-> int @-> int @-> returning void ) let stubs_hann_window_periodic = foreign " atg_hann_window_periodic " ( ptr t @-> int64_t @-> int @-> int @-> int @-> returning void ) let stubs_hardshrink = foreign " atg_hardshrink " ( ptr t @-> t @-> returning void ) let stubs_hardshrink_backward = foreign " atg_hardshrink_backward " ( ptr t @-> t @-> t @-> scalar @-> returning void ) let stubs_hardshrink_backward_grad_input = foreign " atg_hardshrink_backward_grad_input " ( ptr t @-> t @-> t @-> t @-> scalar @-> returning void ) let stubs_hardshrink_out = foreign " atg_hardshrink_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_hardsigmoid = foreign " atg_hardsigmoid " ( ptr t @-> t @-> returning void ) let stubs_hardsigmoid_ = foreign " atg_hardsigmoid_ " ( ptr t @-> t @-> returning void ) let stubs_hardsigmoid_backward = foreign " atg_hardsigmoid_backward " ( ptr t @-> t @-> t @-> returning void ) let stubs_hardsigmoid_backward_grad_input = foreign " atg_hardsigmoid_backward_grad_input " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_hardsigmoid_out = foreign " atg_hardsigmoid_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_hardswish = foreign " atg_hardswish " ( ptr t @-> t @-> returning void ) let stubs_hardswish_ = foreign " atg_hardswish_ " ( ptr t @-> t @-> returning void ) let stubs_hardswish_backward = foreign " atg_hardswish_backward " ( ptr t @-> t @-> t @-> returning void ) let stubs_hardswish_out = foreign " atg_hardswish_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_hardtanh = foreign " atg_hardtanh " ( ptr t @-> t @-> returning void ) let stubs_hardtanh_ = foreign " atg_hardtanh_ " ( ptr t @-> t @-> returning void ) let stubs_hardtanh_backward = foreign " atg_hardtanh_backward " ( ptr t @-> t @-> t @-> scalar @-> scalar @-> returning void ) let stubs_hardtanh_backward_grad_input = foreign " atg_hardtanh_backward_grad_input " ( ptr t @-> t @-> t @-> t @-> scalar @-> scalar @-> returning void ) let stubs_hardtanh_out = foreign " atg_hardtanh_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_heaviside = foreign " atg_heaviside " ( ptr t @-> t @-> t @-> returning void ) let stubs_heaviside_ = foreign " atg_heaviside_ " ( ptr t @-> t @-> t @-> returning void ) let stubs_heaviside_out = foreign " atg_heaviside_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_hinge_embedding_loss = foreign " atg_hinge_embedding_loss " ( ptr t @-> t @-> t @-> double @-> int64_t @-> returning void ) let stubs_histc = foreign " atg_histc " ( ptr t @-> t @-> int64_t @-> returning void ) let stubs_histc_out = foreign " atg_histc_out " ( ptr t @-> t @-> t @-> int64_t @-> returning void ) let stubs_hsplit = foreign " atg_hsplit " ( t @-> int64_t @-> returning ( ptr t ) ) let stubs_hsplit_array = foreign " atg_hsplit_array " ( t @-> ptr int64_t @-> int @-> returning ( ptr t ) ) let stubs_hspmm = foreign " atg_hspmm " ( ptr t @-> t @-> t @-> returning void ) let stubs_hspmm_out = foreign " atg_hspmm_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_hstack = foreign " atg_hstack " ( ptr t @-> ptr t @-> int @-> returning void ) let stubs_hstack_out = foreign " atg_hstack_out " ( ptr t @-> t @-> ptr t @-> int @-> returning void ) let stubs_huber_loss = foreign " atg_huber_loss " ( ptr t @-> t @-> t @-> int64_t @-> double @-> returning void ) let stubs_huber_loss_backward = foreign " atg_huber_loss_backward " ( ptr t @-> t @-> t @-> t @-> int64_t @-> double @-> returning void ) let stubs_huber_loss_backward_out = foreign " atg_huber_loss_backward_out " ( ptr t @-> t @-> t @-> t @-> t @-> int64_t @-> double @-> returning void ) let stubs_huber_loss_out = foreign " atg_huber_loss_out " ( ptr t @-> t @-> t @-> t @-> int64_t @-> double @-> returning void ) let stubs_hypot = foreign " atg_hypot " ( ptr t @-> t @-> t @-> returning void ) let stubs_hypot_ = foreign " atg_hypot_ " ( ptr t @-> t @-> t @-> returning void ) let stubs_hypot_out = foreign " atg_hypot_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_i0 = foreign " atg_i0 " ( ptr t @-> t @-> returning void ) let stubs_i0_ = foreign " atg_i0_ " ( ptr t @-> t @-> returning void ) let stubs_i0_out = foreign " atg_i0_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_igamma = foreign " atg_igamma " ( ptr t @-> t @-> t @-> returning void ) let stubs_igamma_ = foreign " atg_igamma_ " ( ptr t @-> t @-> t @-> returning void ) let stubs_igamma_out = foreign " atg_igamma_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_igammac = foreign " atg_igammac " ( ptr t @-> t @-> t @-> returning void ) let stubs_igammac_ = foreign " atg_igammac_ " ( ptr t @-> t @-> t @-> returning void ) let stubs_igammac_out = foreign " atg_igammac_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_im2col = foreign " atg_im2col " ( ptr t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> returning void ) let stubs_im2col_backward = foreign " atg_im2col_backward " ( ptr t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> returning void ) let stubs_im2col_backward_grad_input = foreign " atg_im2col_backward_grad_input " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> returning void ) let stubs_im2col_out = foreign " atg_im2col_out " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> returning void ) let stubs_imag = foreign " atg_imag " ( ptr t @-> t @-> returning void ) let stubs_index = foreign " atg_index " ( ptr t @-> t @-> ptr t @-> int @-> returning void ) let stubs_index_add = foreign " atg_index_add " ( ptr t @-> t @-> int64_t @-> t @-> t @-> returning void ) let stubs_index_add_ = foreign " atg_index_add_ " ( ptr t @-> t @-> int64_t @-> t @-> t @-> returning void ) let stubs_index_add_alpha = foreign " atg_index_add_alpha " ( ptr t @-> t @-> int64_t @-> t @-> t @-> scalar @-> returning void ) let stubs_index_add_alpha_ = foreign " atg_index_add_alpha_ " ( ptr t @-> t @-> int64_t @-> t @-> t @-> scalar @-> returning void ) let stubs_index_copy = foreign " atg_index_copy " ( ptr t @-> t @-> int64_t @-> t @-> t @-> returning void ) let stubs_index_copy_ = foreign " atg_index_copy_ " ( ptr t @-> t @-> int64_t @-> t @-> t @-> returning void ) let stubs_index_fill = foreign " atg_index_fill " ( ptr t @-> t @-> int64_t @-> t @-> scalar @-> returning void ) let stubs_index_fill_ = foreign " atg_index_fill_ " ( ptr t @-> t @-> int64_t @-> t @-> scalar @-> returning void ) let stubs_index_fill_int_tensor = foreign " atg_index_fill_int_tensor " ( ptr t @-> t @-> int64_t @-> t @-> t @-> returning void ) let stubs_index_fill_int_tensor_ = foreign " atg_index_fill_int_tensor_ " ( ptr t @-> t @-> int64_t @-> t @-> t @-> returning void ) let stubs_index_put = foreign " atg_index_put " ( ptr t @-> t @-> ptr t @-> int @-> t @-> int @-> returning void ) let stubs_index_put_ = foreign " atg_index_put_ " ( ptr t @-> t @-> ptr t @-> int @-> t @-> int @-> returning void ) let stubs_index_select = foreign " atg_index_select " ( ptr t @-> t @-> int64_t @-> t @-> returning void ) let stubs_index_select_backward = foreign " atg_index_select_backward " ( ptr t @-> t @-> ptr int64_t @-> int @-> int64_t @-> t @-> returning void ) let stubs_index_select_out = foreign " atg_index_select_out " ( ptr t @-> t @-> t @-> int64_t @-> t @-> returning void ) let stubs_indices = foreign " atg_indices " ( ptr t @-> t @-> returning void ) let stubs_infinitely_differentiable_gelu_backward = foreign " atg_infinitely_differentiable_gelu_backward " ( ptr t @-> t @-> t @-> returning void ) let stubs_inner = foreign " atg_inner " ( ptr t @-> t @-> t @-> returning void ) let stubs_inner_out = foreign " atg_inner_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_instance_norm = foreign " atg_instance_norm " ( ptr t @-> t @-> t @-> t @-> t @-> t @-> int @-> double @-> double @-> int @-> returning void ) let stubs_int_repr = foreign " atg_int_repr " ( ptr t @-> t @-> returning void ) let stubs_inverse = foreign " atg_inverse " ( ptr t @-> t @-> returning void ) let stubs_inverse_out = foreign " atg_inverse_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_isclose = foreign " atg_isclose " ( ptr t @-> t @-> t @-> double @-> double @-> int @-> returning void ) let stubs_isfinite = foreign " atg_isfinite " ( ptr t @-> t @-> returning void ) let stubs_isin = foreign " atg_isin " ( ptr t @-> t @-> t @-> int @-> int @-> returning void ) let stubs_isin_scalar_tensor = foreign " atg_isin_scalar_tensor " ( ptr t @-> scalar @-> t @-> int @-> int @-> returning void ) let stubs_isin_scalar_tensor_out = foreign " atg_isin_scalar_tensor_out " ( ptr t @-> t @-> scalar @-> t @-> int @-> int @-> returning void ) let stubs_isin_tensor_scalar = foreign " atg_isin_tensor_scalar " ( ptr t @-> t @-> scalar @-> int @-> int @-> returning void ) let stubs_isin_tensor_scalar_out = foreign " atg_isin_tensor_scalar_out " ( ptr t @-> t @-> t @-> scalar @-> int @-> int @-> returning void ) let stubs_isin_tensor_tensor_out = foreign " atg_isin_tensor_tensor_out " ( ptr t @-> t @-> t @-> t @-> int @-> int @-> returning void ) let stubs_isinf = foreign " atg_isinf " ( ptr t @-> t @-> returning void ) let stubs_isnan = foreign " atg_isnan " ( ptr t @-> t @-> returning void ) let stubs_isneginf = foreign " atg_isneginf " ( ptr t @-> t @-> returning void ) let stubs_isneginf_out = foreign " atg_isneginf_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_isposinf = foreign " atg_isposinf " ( ptr t @-> t @-> returning void ) let stubs_isposinf_out = foreign " atg_isposinf_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_isreal = foreign " atg_isreal " ( ptr t @-> t @-> returning void ) let stubs_istft = foreign " atg_istft " ( ptr t @-> t @-> int64_t @-> int64_t @-> int64_t @-> t @-> int @-> int @-> int @-> int64_t @-> int @-> returning void ) let stubs_kaiser_window = foreign " atg_kaiser_window " ( ptr t @-> int64_t @-> int @-> int @-> returning void ) let stubs_kaiser_window_beta = foreign " atg_kaiser_window_beta " ( ptr t @-> int64_t @-> int @-> double @-> int @-> int @-> returning void ) let stubs_kaiser_window_periodic = foreign " atg_kaiser_window_periodic " ( ptr t @-> int64_t @-> int @-> int @-> int @-> returning void ) end
module C9 ( F : Cstubs . FOREIGN ) = struct open F type t = unit ptr let t : t typ = ptr void type scalar = unit ptr let scalar : scalar typ = ptr void let stubs_kl_div = foreign " atg_kl_div " ( ptr t @-> t @-> t @-> int64_t @-> int @-> returning void ) let stubs_kl_div_backward = foreign " atg_kl_div_backward " ( ptr t @-> t @-> t @-> t @-> int64_t @-> int @-> returning void ) let stubs_kron = foreign " atg_kron " ( ptr t @-> t @-> t @-> returning void ) let stubs_kron_out = foreign " atg_kron_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_kthvalue = foreign " atg_kthvalue " ( ptr t @-> t @-> int64_t @-> int64_t @-> int @-> returning void ) let stubs_kthvalue_values = foreign " atg_kthvalue_values " ( ptr t @-> t @-> t @-> t @-> int64_t @-> int64_t @-> int @-> returning void ) let stubs_l1_loss = foreign " atg_l1_loss " ( ptr t @-> t @-> t @-> int64_t @-> returning void ) let stubs_l1_loss_backward = foreign " atg_l1_loss_backward " ( ptr t @-> t @-> t @-> t @-> int64_t @-> returning void ) let stubs_l1_loss_backward_grad_input = foreign " atg_l1_loss_backward_grad_input " ( ptr t @-> t @-> t @-> t @-> t @-> int64_t @-> returning void ) let stubs_l1_loss_out = foreign " atg_l1_loss_out " ( ptr t @-> t @-> t @-> t @-> int64_t @-> returning void ) let stubs_layer_norm = foreign " atg_layer_norm " ( ptr t @-> t @-> ptr int64_t @-> int @-> t @-> t @-> double @-> int @-> returning void ) let stubs_lcm = foreign " atg_lcm " ( ptr t @-> t @-> t @-> returning void ) let stubs_lcm_ = foreign " atg_lcm_ " ( ptr t @-> t @-> t @-> returning void ) let stubs_lcm_out = foreign " atg_lcm_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_ldexp = foreign " atg_ldexp " ( ptr t @-> t @-> t @-> returning void ) let stubs_ldexp_ = foreign " atg_ldexp_ " ( ptr t @-> t @-> t @-> returning void ) let stubs_ldexp_out = foreign " atg_ldexp_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_le = foreign " atg_le " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_le_ = foreign " atg_le_ " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_le_scalar_out = foreign " atg_le_scalar_out " ( ptr t @-> t @-> t @-> scalar @-> returning void ) let stubs_le_tensor = foreign " atg_le_tensor " ( ptr t @-> t @-> t @-> returning void ) let stubs_le_tensor_ = foreign " atg_le_tensor_ " ( ptr t @-> t @-> t @-> returning void ) let stubs_le_tensor_out = foreign " atg_le_tensor_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_leaky_relu = foreign " atg_leaky_relu " ( ptr t @-> t @-> returning void ) let stubs_leaky_relu_ = foreign " atg_leaky_relu_ " ( ptr t @-> t @-> returning void ) let stubs_leaky_relu_backward = foreign " atg_leaky_relu_backward " ( ptr t @-> t @-> t @-> scalar @-> int @-> returning void ) let stubs_leaky_relu_backward_grad_input = foreign " atg_leaky_relu_backward_grad_input " ( ptr t @-> t @-> t @-> t @-> scalar @-> int @-> returning void ) let stubs_leaky_relu_out = foreign " atg_leaky_relu_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_lerp = foreign " atg_lerp " ( ptr t @-> t @-> t @-> scalar @-> returning void ) let stubs_lerp_ = foreign " atg_lerp_ " ( ptr t @-> t @-> t @-> scalar @-> returning void ) let stubs_lerp_scalar_out = foreign " atg_lerp_scalar_out " ( ptr t @-> t @-> t @-> t @-> scalar @-> returning void ) let stubs_lerp_tensor = foreign " atg_lerp_tensor " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_lerp_tensor_ = foreign " atg_lerp_tensor_ " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_lerp_tensor_out = foreign " atg_lerp_tensor_out " ( ptr t @-> t @-> t @-> t @-> t @-> returning void ) let stubs_less = foreign " atg_less " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_less_ = foreign " atg_less_ " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_less_equal = foreign " atg_less_equal " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_less_equal_ = foreign " atg_less_equal_ " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_less_equal_scalar_out = foreign " atg_less_equal_scalar_out " ( ptr t @-> t @-> t @-> scalar @-> returning void ) let stubs_less_equal_tensor = foreign " atg_less_equal_tensor " ( ptr t @-> t @-> t @-> returning void ) let stubs_less_equal_tensor_ = foreign " atg_less_equal_tensor_ " ( ptr t @-> t @-> t @-> returning void ) let stubs_less_equal_tensor_out = foreign " atg_less_equal_tensor_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_less_scalar_out = foreign " atg_less_scalar_out " ( ptr t @-> t @-> t @-> scalar @-> returning void ) let stubs_less_tensor = foreign " atg_less_tensor " ( ptr t @-> t @-> t @-> returning void ) let stubs_less_tensor_ = foreign " atg_less_tensor_ " ( ptr t @-> t @-> t @-> returning void ) let stubs_less_tensor_out = foreign " atg_less_tensor_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_lgamma = foreign " atg_lgamma " ( ptr t @-> t @-> returning void ) let stubs_lgamma_ = foreign " atg_lgamma_ " ( ptr t @-> t @-> returning void ) let stubs_lgamma_out = foreign " atg_lgamma_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_linalg_cholesky = foreign " atg_linalg_cholesky " ( ptr t @-> t @-> int @-> returning void ) let stubs_linalg_cholesky_ex = foreign " atg_linalg_cholesky_ex " ( ptr t @-> t @-> int @-> int @-> returning void ) let stubs_linalg_cholesky_ex_l = foreign " atg_linalg_cholesky_ex_l " ( ptr t @-> t @-> t @-> t @-> int @-> int @-> returning void ) let stubs_linalg_cholesky_out = foreign " atg_linalg_cholesky_out " ( ptr t @-> t @-> t @-> int @-> returning void ) let stubs_linalg_cond = foreign " atg_linalg_cond " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_linalg_cond_out = foreign " atg_linalg_cond_out " ( ptr t @-> t @-> t @-> scalar @-> returning void ) let stubs_linalg_cond_p_str = foreign " atg_linalg_cond_p_str " ( ptr t @-> t @-> string @-> returning void ) let stubs_linalg_cond_p_str_out = foreign " atg_linalg_cond_p_str_out " ( ptr t @-> t @-> t @-> string @-> returning void ) let stubs_linalg_det = foreign " atg_linalg_det " ( ptr t @-> t @-> returning void ) let stubs_linalg_det_out = foreign " atg_linalg_det_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_linalg_eig = foreign " atg_linalg_eig " ( ptr t @-> t @-> returning void ) let stubs_linalg_eig_out = foreign " atg_linalg_eig_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_linalg_eigh = foreign " atg_linalg_eigh " ( ptr t @-> t @-> string @-> returning void ) let stubs_linalg_eigh_eigvals = foreign " atg_linalg_eigh_eigvals " ( ptr t @-> t @-> t @-> t @-> string @-> returning void ) let stubs_linalg_eigvals = foreign " atg_linalg_eigvals " ( ptr t @-> t @-> returning void ) let stubs_linalg_eigvals_out = foreign " atg_linalg_eigvals_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_linalg_eigvalsh = foreign " atg_linalg_eigvalsh " ( ptr t @-> t @-> string @-> returning void ) let stubs_linalg_eigvalsh_out = foreign " atg_linalg_eigvalsh_out " ( ptr t @-> t @-> t @-> string @-> returning void ) let stubs_linalg_householder_product = foreign " atg_linalg_householder_product " ( ptr t @-> t @-> t @-> returning void ) let stubs_linalg_householder_product_out = foreign " atg_linalg_householder_product_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_linalg_inv = foreign " atg_linalg_inv " ( ptr t @-> t @-> returning void ) let stubs_linalg_inv_ex = foreign " atg_linalg_inv_ex " ( ptr t @-> t @-> int @-> returning void ) let stubs_linalg_inv_ex_inverse = foreign " atg_linalg_inv_ex_inverse " ( ptr t @-> t @-> t @-> t @-> int @-> returning void ) let stubs_linalg_inv_out = foreign " atg_linalg_inv_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_linalg_lstsq = foreign " atg_linalg_lstsq " ( ptr t @-> t @-> t @-> double @-> string @-> returning void ) let stubs_linalg_lstsq_out = foreign " atg_linalg_lstsq_out " ( ptr t @-> t @-> t @-> t @-> t @-> t @-> t @-> double @-> string @-> returning void ) let stubs_linalg_matmul = foreign " atg_linalg_matmul " ( ptr t @-> t @-> t @-> returning void ) let stubs_linalg_matmul_out = foreign " atg_linalg_matmul_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_linalg_matrix_power = foreign " atg_linalg_matrix_power " ( ptr t @-> t @-> int64_t @-> returning void ) let stubs_linalg_matrix_power_out = foreign " atg_linalg_matrix_power_out " ( ptr t @-> t @-> t @-> int64_t @-> returning void ) let stubs_linalg_matrix_rank = foreign " atg_linalg_matrix_rank " ( ptr t @-> t @-> double @-> int @-> returning void ) let stubs_linalg_matrix_rank_out = foreign " atg_linalg_matrix_rank_out " ( ptr t @-> t @-> t @-> double @-> int @-> returning void ) let stubs_linalg_matrix_rank_out_tol_tensor = foreign " atg_linalg_matrix_rank_out_tol_tensor " ( ptr t @-> t @-> t @-> t @-> int @-> returning void ) let stubs_linalg_matrix_rank_tol_tensor = foreign " atg_linalg_matrix_rank_tol_tensor " ( ptr t @-> t @-> t @-> int @-> returning void ) let stubs_linalg_multi_dot = foreign " atg_linalg_multi_dot " ( ptr t @-> ptr t @-> int @-> returning void ) let stubs_linalg_multi_dot_out = foreign " atg_linalg_multi_dot_out " ( ptr t @-> t @-> ptr t @-> int @-> returning void ) let stubs_linalg_pinv = foreign " atg_linalg_pinv " ( ptr t @-> t @-> double @-> int @-> returning void ) let stubs_linalg_pinv_out = foreign " atg_linalg_pinv_out " ( ptr t @-> t @-> t @-> double @-> int @-> returning void ) let stubs_linalg_pinv_out_rcond_tensor = foreign " atg_linalg_pinv_out_rcond_tensor " ( ptr t @-> t @-> t @-> t @-> int @-> returning void ) let stubs_linalg_pinv_rcond_tensor = foreign " atg_linalg_pinv_rcond_tensor " ( ptr t @-> t @-> t @-> int @-> returning void ) let stubs_linalg_qr = foreign " atg_linalg_qr " ( ptr t @-> t @-> string @-> returning void ) let stubs_linalg_qr_out = foreign " atg_linalg_qr_out " ( ptr t @-> t @-> t @-> t @-> string @-> returning void ) let stubs_linalg_slogdet = foreign " atg_linalg_slogdet " ( ptr t @-> t @-> returning void ) let stubs_linalg_slogdet_out = foreign " atg_linalg_slogdet_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_linalg_solve = foreign " atg_linalg_solve " ( ptr t @-> t @-> t @-> returning void ) let stubs_linalg_solve_out = foreign " atg_linalg_solve_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_linalg_svd = foreign " atg_linalg_svd " ( ptr t @-> t @-> int @-> returning void ) let stubs_linalg_svd_u = foreign " atg_linalg_svd_u " ( ptr t @-> t @-> t @-> t @-> t @-> int @-> returning void ) let stubs_linalg_svdvals = foreign " atg_linalg_svdvals " ( ptr t @-> t @-> returning void ) let stubs_linalg_svdvals_out = foreign " atg_linalg_svdvals_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_linalg_tensorinv = foreign " atg_linalg_tensorinv " ( ptr t @-> t @-> int64_t @-> returning void ) end
module C10 ( F : Cstubs . FOREIGN ) = struct open F type t = unit ptr let t : t typ = ptr void type scalar = unit ptr let scalar : scalar typ = ptr void let stubs_linalg_tensorinv_out = foreign " atg_linalg_tensorinv_out " ( ptr t @-> t @-> t @-> int64_t @-> returning void ) let stubs_linalg_tensorsolve = foreign " atg_linalg_tensorsolve " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> returning void ) let stubs_linalg_tensorsolve_out = foreign " atg_linalg_tensorsolve_out " ( ptr t @-> t @-> t @-> t @-> ptr int64_t @-> int @-> returning void ) let stubs_linear = foreign " atg_linear " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_linear_out = foreign " atg_linear_out " ( ptr t @-> t @-> t @-> t @-> t @-> returning void ) let stubs_linspace = foreign " atg_linspace " ( ptr t @-> scalar @-> scalar @-> int64_t @-> int @-> int @-> returning void ) let stubs_linspace_out = foreign " atg_linspace_out " ( ptr t @-> t @-> scalar @-> scalar @-> int64_t @-> returning void ) let stubs_log = foreign " atg_log " ( ptr t @-> t @-> returning void ) let stubs_log10 = foreign " atg_log10 " ( ptr t @-> t @-> returning void ) let stubs_log10_ = foreign " atg_log10_ " ( ptr t @-> t @-> returning void ) let stubs_log10_out = foreign " atg_log10_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_log1p = foreign " atg_log1p " ( ptr t @-> t @-> returning void ) let stubs_log1p_ = foreign " atg_log1p_ " ( ptr t @-> t @-> returning void ) let stubs_log1p_out = foreign " atg_log1p_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_log2 = foreign " atg_log2 " ( ptr t @-> t @-> returning void ) let stubs_log2_ = foreign " atg_log2_ " ( ptr t @-> t @-> returning void ) let stubs_log2_out = foreign " atg_log2_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_log_ = foreign " atg_log_ " ( ptr t @-> t @-> returning void ) let stubs_log_normal_ = foreign " atg_log_normal_ " ( ptr t @-> t @-> double @-> double @-> returning void ) let stubs_log_out = foreign " atg_log_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_log_sigmoid = foreign " atg_log_sigmoid " ( ptr t @-> t @-> returning void ) let stubs_log_sigmoid_backward = foreign " atg_log_sigmoid_backward " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_log_sigmoid_backward_grad_input = foreign " atg_log_sigmoid_backward_grad_input " ( ptr t @-> t @-> t @-> t @-> t @-> returning void ) let stubs_log_sigmoid_out = foreign " atg_log_sigmoid_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_log_softmax = foreign " atg_log_softmax " ( ptr t @-> t @-> int64_t @-> int @-> returning void ) let stubs_logaddexp = foreign " atg_logaddexp " ( ptr t @-> t @-> t @-> returning void ) let stubs_logaddexp2 = foreign " atg_logaddexp2 " ( ptr t @-> t @-> t @-> returning void ) let stubs_logaddexp2_out = foreign " atg_logaddexp2_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_logaddexp_out = foreign " atg_logaddexp_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_logcumsumexp = foreign " atg_logcumsumexp " ( ptr t @-> t @-> int64_t @-> returning void ) let stubs_logcumsumexp_out = foreign " atg_logcumsumexp_out " ( ptr t @-> t @-> t @-> int64_t @-> returning void ) let stubs_logdet = foreign " atg_logdet " ( ptr t @-> t @-> returning void ) let stubs_logical_and = foreign " atg_logical_and " ( ptr t @-> t @-> t @-> returning void ) let stubs_logical_and_ = foreign " atg_logical_and_ " ( ptr t @-> t @-> t @-> returning void ) let stubs_logical_and_out = foreign " atg_logical_and_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_logical_not = foreign " atg_logical_not " ( ptr t @-> t @-> returning void ) let stubs_logical_not_ = foreign " atg_logical_not_ " ( ptr t @-> t @-> returning void ) let stubs_logical_not_out = foreign " atg_logical_not_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_logical_or = foreign " atg_logical_or " ( ptr t @-> t @-> t @-> returning void ) let stubs_logical_or_ = foreign " atg_logical_or_ " ( ptr t @-> t @-> t @-> returning void ) let stubs_logical_or_out = foreign " atg_logical_or_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_logical_xor = foreign " atg_logical_xor " ( ptr t @-> t @-> t @-> returning void ) let stubs_logical_xor_ = foreign " atg_logical_xor_ " ( ptr t @-> t @-> t @-> returning void ) let stubs_logical_xor_out = foreign " atg_logical_xor_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_logit = foreign " atg_logit " ( ptr t @-> t @-> double @-> returning void ) let stubs_logit_ = foreign " atg_logit_ " ( ptr t @-> t @-> double @-> returning void ) let stubs_logit_backward = foreign " atg_logit_backward " ( ptr t @-> t @-> t @-> double @-> returning void ) let stubs_logit_backward_grad_input = foreign " atg_logit_backward_grad_input " ( ptr t @-> t @-> t @-> t @-> double @-> returning void ) let stubs_logit_out = foreign " atg_logit_out " ( ptr t @-> t @-> t @-> double @-> returning void ) let stubs_logspace = foreign " atg_logspace " ( ptr t @-> scalar @-> scalar @-> int64_t @-> double @-> int @-> int @-> returning void ) let stubs_logspace_out = foreign " atg_logspace_out " ( ptr t @-> t @-> scalar @-> scalar @-> int64_t @-> double @-> returning void ) let stubs_logsumexp = foreign " atg_logsumexp " ( ptr t @-> t @-> ptr int64_t @-> int @-> int @-> returning void ) let stubs_logsumexp_out = foreign " atg_logsumexp_out " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> int @-> returning void ) let stubs_lstm = foreign " atg_lstm " ( ptr t @-> t @-> ptr t @-> int @-> ptr t @-> int @-> int @-> int64_t @-> double @-> int @-> int @-> int @-> returning void ) let stubs_lstm_cell = foreign " atg_lstm_cell " ( ptr t @-> t @-> ptr t @-> int @-> t @-> t @-> t @-> t @-> returning void ) let stubs_lstm_data = foreign " atg_lstm_data " ( ptr t @-> t @-> t @-> ptr t @-> int @-> ptr t @-> int @-> int @-> int64_t @-> double @-> int @-> int @-> returning void ) let stubs_lstsq = foreign " atg_lstsq " ( ptr t @-> t @-> t @-> returning void ) let stubs_lstsq_x = foreign " atg_lstsq_x " ( ptr t @-> t @-> t @-> t @-> t @-> returning void ) let stubs_lt = foreign " atg_lt " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_lt_ = foreign " atg_lt_ " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_lt_scalar_out = foreign " atg_lt_scalar_out " ( ptr t @-> t @-> t @-> scalar @-> returning void ) let stubs_lt_tensor = foreign " atg_lt_tensor " ( ptr t @-> t @-> t @-> returning void ) let stubs_lt_tensor_ = foreign " atg_lt_tensor_ " ( ptr t @-> t @-> t @-> returning void ) let stubs_lt_tensor_out = foreign " atg_lt_tensor_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_lu_solve = foreign " atg_lu_solve " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_lu_solve_out = foreign " atg_lu_solve_out " ( ptr t @-> t @-> t @-> t @-> t @-> returning void ) let stubs_lu_unpack = foreign " atg_lu_unpack " ( ptr t @-> t @-> t @-> int @-> int @-> returning void ) let stubs_lu_unpack_out = foreign " atg_lu_unpack_out " ( ptr t @-> t @-> t @-> t @-> t @-> t @-> int @-> int @-> returning void ) let stubs_margin_ranking_loss = foreign " atg_margin_ranking_loss " ( ptr t @-> t @-> t @-> t @-> double @-> int64_t @-> returning void ) let stubs_masked_fill = foreign " atg_masked_fill " ( ptr t @-> t @-> t @-> scalar @-> returning void ) let stubs_masked_fill_ = foreign " atg_masked_fill_ " ( ptr t @-> t @-> t @-> scalar @-> returning void ) let stubs_masked_fill_tensor = foreign " atg_masked_fill_tensor " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_masked_fill_tensor_ = foreign " atg_masked_fill_tensor_ " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_masked_scatter = foreign " atg_masked_scatter " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_masked_scatter_ = foreign " atg_masked_scatter_ " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_masked_select = foreign " atg_masked_select " ( ptr t @-> t @-> t @-> returning void ) let stubs_masked_select_backward = foreign " atg_masked_select_backward " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_masked_select_out = foreign " atg_masked_select_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_matmul = foreign " atg_matmul " ( ptr t @-> t @-> t @-> returning void ) let stubs_matmul_out = foreign " atg_matmul_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_matrix_exp = foreign " atg_matrix_exp " ( ptr t @-> t @-> returning void ) let stubs_matrix_exp_backward = foreign " atg_matrix_exp_backward " ( ptr t @-> t @-> t @-> returning void ) let stubs_matrix_power = foreign " atg_matrix_power " ( ptr t @-> t @-> int64_t @-> returning void ) let stubs_matrix_power_out = foreign " atg_matrix_power_out " ( ptr t @-> t @-> t @-> int64_t @-> returning void ) let stubs_matrix_rank = foreign " atg_matrix_rank " ( ptr t @-> t @-> int @-> returning void ) let stubs_matrix_rank_tol = foreign " atg_matrix_rank_tol " ( ptr t @-> t @-> double @-> int @-> returning void ) let stubs_max = foreign " atg_max " ( ptr t @-> t @-> returning void ) let stubs_max_dim = foreign " atg_max_dim " ( ptr t @-> t @-> int64_t @-> int @-> returning void ) let stubs_max_dim_max = foreign " atg_max_dim_max " ( ptr t @-> t @-> t @-> t @-> int64_t @-> int @-> returning void ) let stubs_max_other = foreign " atg_max_other " ( ptr t @-> t @-> t @-> returning void ) let stubs_max_out = foreign " atg_max_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_max_pool1d = foreign " atg_max_pool1d " ( ptr t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int @-> returning void ) let stubs_max_pool1d_with_indices = foreign " atg_max_pool1d_with_indices " ( ptr t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int @-> returning void ) let stubs_max_pool2d = foreign " atg_max_pool2d " ( ptr t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int @-> returning void ) let stubs_max_pool2d_with_indices = foreign " atg_max_pool2d_with_indices " ( ptr t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int @-> returning void ) let stubs_max_pool2d_with_indices_backward = foreign " atg_max_pool2d_with_indices_backward " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int @-> t @-> returning void ) let stubs_max_pool2d_with_indices_backward_grad_input = foreign " atg_max_pool2d_with_indices_backward_grad_input " ( ptr t @-> t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int @-> t @-> returning void ) let stubs_max_pool2d_with_indices_out = foreign " atg_max_pool2d_with_indices_out " ( ptr t @-> t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int @-> returning void ) let stubs_max_pool3d = foreign " atg_max_pool3d " ( ptr t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int @-> returning void ) let stubs_max_pool3d_with_indices = foreign " atg_max_pool3d_with_indices " ( ptr t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int @-> returning void ) end
module C11 ( F : Cstubs . FOREIGN ) = struct open F type t = unit ptr let t : t typ = ptr void type scalar = unit ptr let scalar : scalar typ = ptr void let stubs_max_pool3d_with_indices_backward = foreign " atg_max_pool3d_with_indices_backward " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int @-> t @-> returning void ) let stubs_max_pool3d_with_indices_backward_grad_input = foreign " atg_max_pool3d_with_indices_backward_grad_input " ( ptr t @-> t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int @-> t @-> returning void ) let stubs_max_pool3d_with_indices_out = foreign " atg_max_pool3d_with_indices_out " ( ptr t @-> t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int @-> returning void ) let stubs_max_unpool2d = foreign " atg_max_unpool2d " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> returning void ) let stubs_max_unpool2d_backward = foreign " atg_max_unpool2d_backward " ( ptr t @-> t @-> t @-> t @-> ptr int64_t @-> int @-> returning void ) let stubs_max_unpool2d_backward_grad_input = foreign " atg_max_unpool2d_backward_grad_input " ( ptr t @-> t @-> t @-> t @-> t @-> ptr int64_t @-> int @-> returning void ) let stubs_max_unpool2d_out = foreign " atg_max_unpool2d_out " ( ptr t @-> t @-> t @-> t @-> ptr int64_t @-> int @-> returning void ) let stubs_max_unpool3d = foreign " atg_max_unpool3d " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> returning void ) let stubs_max_unpool3d_backward = foreign " atg_max_unpool3d_backward " ( ptr t @-> t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> returning void ) let stubs_max_unpool3d_backward_grad_input = foreign " atg_max_unpool3d_backward_grad_input " ( ptr t @-> t @-> t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> returning void ) let stubs_max_unpool3d_out = foreign " atg_max_unpool3d_out " ( ptr t @-> t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> returning void ) let stubs_maximum = foreign " atg_maximum " ( ptr t @-> t @-> t @-> returning void ) let stubs_maximum_out = foreign " atg_maximum_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_mean = foreign " atg_mean " ( ptr t @-> t @-> int @-> returning void ) let stubs_mean_dim = foreign " atg_mean_dim " ( ptr t @-> t @-> ptr int64_t @-> int @-> int @-> int @-> returning void ) let stubs_mean_out = foreign " atg_mean_out " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> int @-> int @-> returning void ) let stubs_median = foreign " atg_median " ( ptr t @-> t @-> returning void ) let stubs_median_dim = foreign " atg_median_dim " ( ptr t @-> t @-> int64_t @-> int @-> returning void ) let stubs_median_dim_values = foreign " atg_median_dim_values " ( ptr t @-> t @-> t @-> t @-> int64_t @-> int @-> returning void ) let stubs_meshgrid = foreign " atg_meshgrid " ( ptr t @-> int @-> returning ( ptr t ) ) let stubs_meshgrid_indexing = foreign " atg_meshgrid_indexing " ( ptr t @-> int @-> string @-> returning ( ptr t ) ) let stubs_min = foreign " atg_min " ( ptr t @-> t @-> returning void ) let stubs_min_dim = foreign " atg_min_dim " ( ptr t @-> t @-> int64_t @-> int @-> returning void ) let stubs_min_dim_min = foreign " atg_min_dim_min " ( ptr t @-> t @-> t @-> t @-> int64_t @-> int @-> returning void ) let stubs_min_other = foreign " atg_min_other " ( ptr t @-> t @-> t @-> returning void ) let stubs_min_out = foreign " atg_min_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_minimum = foreign " atg_minimum " ( ptr t @-> t @-> t @-> returning void ) let stubs_minimum_out = foreign " atg_minimum_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_miopen_batch_norm = foreign " atg_miopen_batch_norm " ( ptr t @-> t @-> t @-> t @-> t @-> t @-> int @-> double @-> double @-> returning void ) let stubs_miopen_batch_norm_backward = foreign " atg_miopen_batch_norm_backward " ( ptr t @-> t @-> t @-> t @-> t @-> t @-> t @-> t @-> double @-> returning void ) let stubs_miopen_convolution = foreign " atg_miopen_convolution " ( ptr t @-> t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int64_t @-> int @-> int @-> returning void ) let stubs_miopen_convolution_backward_bias = foreign " atg_miopen_convolution_backward_bias " ( ptr t @-> t @-> returning void ) let stubs_miopen_convolution_backward_input = foreign " atg_miopen_convolution_backward_input " ( ptr t @-> ptr int64_t @-> int @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int64_t @-> int @-> int @-> returning void ) let stubs_miopen_convolution_backward_weight = foreign " atg_miopen_convolution_backward_weight " ( ptr t @-> ptr int64_t @-> int @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int64_t @-> int @-> int @-> returning void ) let stubs_miopen_convolution_transpose = foreign " atg_miopen_convolution_transpose " ( ptr t @-> t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int64_t @-> int @-> int @-> returning void ) let stubs_miopen_convolution_transpose_backward_input = foreign " atg_miopen_convolution_transpose_backward_input " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int64_t @-> int @-> int @-> returning void ) let stubs_miopen_convolution_transpose_backward_weight = foreign " atg_miopen_convolution_transpose_backward_weight " ( ptr t @-> ptr int64_t @-> int @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int64_t @-> int @-> int @-> returning void ) let stubs_miopen_depthwise_convolution = foreign " atg_miopen_depthwise_convolution " ( ptr t @-> t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int64_t @-> int @-> int @-> returning void ) let stubs_miopen_depthwise_convolution_backward_input = foreign " atg_miopen_depthwise_convolution_backward_input " ( ptr t @-> ptr int64_t @-> int @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int64_t @-> int @-> int @-> returning void ) let stubs_miopen_depthwise_convolution_backward_weight = foreign " atg_miopen_depthwise_convolution_backward_weight " ( ptr t @-> ptr int64_t @-> int @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int64_t @-> int @-> int @-> returning void ) let stubs_miopen_rnn = foreign " atg_miopen_rnn " ( ptr t @-> t @-> ptr t @-> int @-> int64_t @-> t @-> t @-> int64_t @-> int64_t @-> int64_t @-> int @-> double @-> int @-> int @-> ptr int64_t @-> int @-> t @-> returning void ) let stubs_mish = foreign " atg_mish " ( ptr t @-> t @-> returning void ) let stubs_mish_ = foreign " atg_mish_ " ( ptr t @-> t @-> returning void ) let stubs_mish_backward = foreign " atg_mish_backward " ( ptr t @-> t @-> t @-> returning void ) let stubs_mish_out = foreign " atg_mish_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_mkldnn_adaptive_avg_pool2d = foreign " atg_mkldnn_adaptive_avg_pool2d " ( ptr t @-> t @-> ptr int64_t @-> int @-> returning void ) let stubs_mkldnn_adaptive_avg_pool2d_backward = foreign " atg_mkldnn_adaptive_avg_pool2d_backward " ( ptr t @-> t @-> t @-> returning void ) let stubs_mkldnn_convolution = foreign " atg_mkldnn_convolution " ( ptr t @-> t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int64_t @-> returning void ) let stubs_mkldnn_convolution_backward_input = foreign " atg_mkldnn_convolution_backward_input " ( ptr t @-> ptr int64_t @-> int @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int64_t @-> int @-> returning void ) let stubs_mkldnn_convolution_backward_weights = foreign " atg_mkldnn_convolution_backward_weights " ( ptr t @-> ptr int64_t @-> int @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int64_t @-> int @-> returning void ) let stubs_mkldnn_linear = foreign " atg_mkldnn_linear " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_mkldnn_linear_backward_input = foreign " atg_mkldnn_linear_backward_input " ( ptr t @-> ptr int64_t @-> int @-> t @-> t @-> returning void ) let stubs_mkldnn_linear_backward_weights = foreign " atg_mkldnn_linear_backward_weights " ( ptr t @-> t @-> t @-> t @-> int @-> returning void ) let stubs_mkldnn_max_pool2d = foreign " atg_mkldnn_max_pool2d " ( ptr t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int @-> returning void ) let stubs_mkldnn_max_pool2d_backward = foreign " atg_mkldnn_max_pool2d_backward " ( ptr t @-> t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int @-> returning void ) let stubs_mkldnn_max_pool3d = foreign " atg_mkldnn_max_pool3d " ( ptr t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int @-> returning void ) let stubs_mkldnn_max_pool3d_backward = foreign " atg_mkldnn_max_pool3d_backward " ( ptr t @-> t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int @-> returning void ) let stubs_mkldnn_reorder_conv2d_weight = foreign " atg_mkldnn_reorder_conv2d_weight " ( ptr t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int64_t @-> returning void ) let stubs_mkldnn_reorder_conv3d_weight = foreign " atg_mkldnn_reorder_conv3d_weight " ( ptr t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int64_t @-> returning void ) let stubs_mm = foreign " atg_mm " ( ptr t @-> t @-> t @-> returning void ) let stubs_mm_out = foreign " atg_mm_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_mode = foreign " atg_mode " ( ptr t @-> t @-> int64_t @-> int @-> returning void ) let stubs_mode_values = foreign " atg_mode_values " ( ptr t @-> t @-> t @-> t @-> int64_t @-> int @-> returning void ) let stubs_moveaxis = foreign " atg_moveaxis " ( ptr t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> returning void ) let stubs_moveaxis_int = foreign " atg_moveaxis_int " ( ptr t @-> t @-> int64_t @-> int64_t @-> returning void ) let stubs_movedim = foreign " atg_movedim " ( ptr t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> returning void ) let stubs_movedim_int = foreign " atg_movedim_int " ( ptr t @-> t @-> int64_t @-> int64_t @-> returning void ) let stubs_mse_loss = foreign " atg_mse_loss " ( ptr t @-> t @-> t @-> int64_t @-> returning void ) let stubs_mse_loss_backward = foreign " atg_mse_loss_backward " ( ptr t @-> t @-> t @-> t @-> int64_t @-> returning void ) let stubs_mse_loss_backward_grad_input = foreign " atg_mse_loss_backward_grad_input " ( ptr t @-> t @-> t @-> t @-> t @-> int64_t @-> returning void ) let stubs_mse_loss_out = foreign " atg_mse_loss_out " ( ptr t @-> t @-> t @-> t @-> int64_t @-> returning void ) let stubs_msort = foreign " atg_msort " ( ptr t @-> t @-> returning void ) let stubs_msort_out = foreign " atg_msort_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_mul = foreign " atg_mul " ( ptr t @-> t @-> t @-> returning void ) let stubs_mul_ = foreign " atg_mul_ " ( ptr t @-> t @-> t @-> returning void ) let stubs_mul_out = foreign " atg_mul_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_mul_scalar = foreign " atg_mul_scalar " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_mul_scalar_ = foreign " atg_mul_scalar_ " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_multi_margin_loss_backward = foreign " atg_multi_margin_loss_backward " ( ptr t @-> t @-> t @-> t @-> scalar @-> scalar @-> t @-> int64_t @-> returning void ) let stubs_multi_margin_loss_backward_grad_input = foreign " atg_multi_margin_loss_backward_grad_input " ( ptr t @-> t @-> t @-> t @-> t @-> scalar @-> scalar @-> t @-> int64_t @-> returning void ) let stubs_multilabel_margin_loss = foreign " atg_multilabel_margin_loss " ( ptr t @-> t @-> t @-> int64_t @-> returning void ) let stubs_multilabel_margin_loss_backward = foreign " atg_multilabel_margin_loss_backward " ( ptr t @-> t @-> t @-> t @-> int64_t @-> t @-> returning void ) let stubs_multilabel_margin_loss_backward_grad_input = foreign " atg_multilabel_margin_loss_backward_grad_input " ( ptr t @-> t @-> t @-> t @-> t @-> int64_t @-> t @-> returning void ) let stubs_multilabel_margin_loss_out = foreign " atg_multilabel_margin_loss_out " ( ptr t @-> t @-> t @-> t @-> int64_t @-> returning void ) let stubs_multinomial = foreign " atg_multinomial " ( ptr t @-> t @-> int64_t @-> int @-> returning void ) let stubs_multinomial_out = foreign " atg_multinomial_out " ( ptr t @-> t @-> t @-> int64_t @-> int @-> returning void ) let stubs_multiply = foreign " atg_multiply " ( ptr t @-> t @-> t @-> returning void ) let stubs_multiply_ = foreign " atg_multiply_ " ( ptr t @-> t @-> t @-> returning void ) let stubs_multiply_out = foreign " atg_multiply_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_multiply_scalar = foreign " atg_multiply_scalar " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_multiply_scalar_ = foreign " atg_multiply_scalar_ " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_mv = foreign " atg_mv " ( ptr t @-> t @-> t @-> returning void ) let stubs_mv_out = foreign " atg_mv_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_mvlgamma = foreign " atg_mvlgamma " ( ptr t @-> t @-> int64_t @-> returning void ) let stubs_mvlgamma_ = foreign " atg_mvlgamma_ " ( ptr t @-> t @-> int64_t @-> returning void ) let stubs_mvlgamma_out = foreign " atg_mvlgamma_out " ( ptr t @-> t @-> t @-> int64_t @-> returning void ) let stubs_nan_to_num = foreign " atg_nan_to_num " ( ptr t @-> t @-> double @-> double @-> double @-> returning void ) let stubs_nan_to_num_ = foreign " atg_nan_to_num_ " ( ptr t @-> t @-> double @-> double @-> double @-> returning void ) let stubs_nan_to_num_out = foreign " atg_nan_to_num_out " ( ptr t @-> t @-> t @-> double @-> double @-> double @-> returning void ) let stubs_nanmean = foreign " atg_nanmean " ( ptr t @-> t @-> ptr int64_t @-> int @-> int @-> int @-> returning void ) end
module C12 ( F : Cstubs . FOREIGN ) = struct open F type t = unit ptr let t : t typ = ptr void type scalar = unit ptr let scalar : scalar typ = ptr void let stubs_nanmean_out = foreign " atg_nanmean_out " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> int @-> int @-> returning void ) let stubs_nanmedian = foreign " atg_nanmedian " ( ptr t @-> t @-> returning void ) let stubs_nanmedian_dim = foreign " atg_nanmedian_dim " ( ptr t @-> t @-> int64_t @-> int @-> returning void ) let stubs_nanmedian_dim_values = foreign " atg_nanmedian_dim_values " ( ptr t @-> t @-> t @-> t @-> int64_t @-> int @-> returning void ) let stubs_nanquantile = foreign " atg_nanquantile " ( ptr t @-> t @-> t @-> int64_t @-> int @-> returning void ) let stubs_nanquantile_new = foreign " atg_nanquantile_new " ( ptr t @-> t @-> t @-> int64_t @-> int @-> string @-> returning void ) let stubs_nanquantile_new_out = foreign " atg_nanquantile_new_out " ( ptr t @-> t @-> t @-> t @-> int64_t @-> int @-> string @-> returning void ) let stubs_nanquantile_new_scalar = foreign " atg_nanquantile_new_scalar " ( ptr t @-> t @-> double @-> int64_t @-> int @-> string @-> returning void ) let stubs_nanquantile_new_scalar_out = foreign " atg_nanquantile_new_scalar_out " ( ptr t @-> t @-> t @-> double @-> int64_t @-> int @-> string @-> returning void ) let stubs_nanquantile_out = foreign " atg_nanquantile_out " ( ptr t @-> t @-> t @-> t @-> int64_t @-> int @-> returning void ) let stubs_nanquantile_scalar = foreign " atg_nanquantile_scalar " ( ptr t @-> t @-> double @-> int64_t @-> int @-> returning void ) let stubs_nanquantile_scalar_out = foreign " atg_nanquantile_scalar_out " ( ptr t @-> t @-> t @-> double @-> int64_t @-> int @-> returning void ) let stubs_nansum = foreign " atg_nansum " ( ptr t @-> t @-> int @-> returning void ) let stubs_nansum_dim_intlist = foreign " atg_nansum_dim_intlist " ( ptr t @-> t @-> ptr int64_t @-> int @-> int @-> int @-> returning void ) let stubs_nansum_intlist_out = foreign " atg_nansum_intlist_out " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> int @-> int @-> returning void ) let stubs_narrow = foreign " atg_narrow " ( ptr t @-> t @-> int64_t @-> int64_t @-> int64_t @-> returning void ) let stubs_narrow_copy = foreign " atg_narrow_copy " ( ptr t @-> t @-> int64_t @-> int64_t @-> int64_t @-> returning void ) let stubs_narrow_copy_out = foreign " atg_narrow_copy_out " ( ptr t @-> t @-> t @-> int64_t @-> int64_t @-> int64_t @-> returning void ) let stubs_narrow_tensor = foreign " atg_narrow_tensor " ( ptr t @-> t @-> int64_t @-> t @-> int64_t @-> returning void ) let stubs_native_batch_norm = foreign " atg_native_batch_norm " ( ptr t @-> t @-> t @-> t @-> t @-> t @-> int @-> double @-> double @-> returning void ) let stubs_native_batch_norm_out = foreign " atg_native_batch_norm_out " ( ptr t @-> t @-> t @-> t @-> t @-> t @-> t @-> t @-> t @-> int @-> double @-> double @-> returning void ) let stubs_native_group_norm = foreign " atg_native_group_norm " ( ptr t @-> t @-> t @-> t @-> int64_t @-> int64_t @-> int64_t @-> int64_t @-> double @-> returning void ) let stubs_native_layer_norm = foreign " atg_native_layer_norm " ( ptr t @-> t @-> ptr int64_t @-> int @-> t @-> t @-> double @-> returning void ) let stubs_native_norm = foreign " atg_native_norm " ( ptr t @-> t @-> returning void ) let stubs_native_norm_scalaropt_dim_dtype = foreign " atg_native_norm_scalaropt_dim_dtype " ( ptr t @-> t @-> scalar @-> ptr int64_t @-> int @-> int @-> int @-> returning void ) let stubs_ne = foreign " atg_ne " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_ne_ = foreign " atg_ne_ " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_ne_scalar_out = foreign " atg_ne_scalar_out " ( ptr t @-> t @-> t @-> scalar @-> returning void ) let stubs_ne_tensor = foreign " atg_ne_tensor " ( ptr t @-> t @-> t @-> returning void ) let stubs_ne_tensor_ = foreign " atg_ne_tensor_ " ( ptr t @-> t @-> t @-> returning void ) let stubs_ne_tensor_out = foreign " atg_ne_tensor_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_neg = foreign " atg_neg " ( ptr t @-> t @-> returning void ) let stubs_neg_ = foreign " atg_neg_ " ( ptr t @-> t @-> returning void ) let stubs_neg_out = foreign " atg_neg_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_negative = foreign " atg_negative " ( ptr t @-> t @-> returning void ) let stubs_negative_ = foreign " atg_negative_ " ( ptr t @-> t @-> returning void ) let stubs_negative_out = foreign " atg_negative_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_new_empty = foreign " atg_new_empty " ( ptr t @-> t @-> ptr int64_t @-> int @-> int @-> int @-> returning void ) let stubs_new_empty_strided = foreign " atg_new_empty_strided " ( ptr t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int @-> int @-> returning void ) let stubs_new_full = foreign " atg_new_full " ( ptr t @-> t @-> ptr int64_t @-> int @-> scalar @-> int @-> int @-> returning void ) let stubs_new_ones = foreign " atg_new_ones " ( ptr t @-> t @-> ptr int64_t @-> int @-> int @-> int @-> returning void ) let stubs_new_zeros = foreign " atg_new_zeros " ( ptr t @-> t @-> ptr int64_t @-> int @-> int @-> int @-> returning void ) let stubs_nextafter = foreign " atg_nextafter " ( ptr t @-> t @-> t @-> returning void ) let stubs_nextafter_ = foreign " atg_nextafter_ " ( ptr t @-> t @-> t @-> returning void ) let stubs_nextafter_out = foreign " atg_nextafter_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_nll_loss = foreign " atg_nll_loss " ( ptr t @-> t @-> t @-> t @-> int64_t @-> int64_t @-> returning void ) let stubs_nll_loss2d = foreign " atg_nll_loss2d " ( ptr t @-> t @-> t @-> t @-> int64_t @-> int64_t @-> returning void ) let stubs_nll_loss2d_backward = foreign " atg_nll_loss2d_backward " ( ptr t @-> t @-> t @-> t @-> t @-> int64_t @-> int64_t @-> t @-> returning void ) let stubs_nll_loss2d_backward_grad_input = foreign " atg_nll_loss2d_backward_grad_input " ( ptr t @-> t @-> t @-> t @-> t @-> t @-> int64_t @-> int64_t @-> t @-> returning void ) let stubs_nll_loss2d_out = foreign " atg_nll_loss2d_out " ( ptr t @-> t @-> t @-> t @-> t @-> int64_t @-> int64_t @-> returning void ) let stubs_nll_loss_backward = foreign " atg_nll_loss_backward " ( ptr t @-> t @-> t @-> t @-> t @-> int64_t @-> int64_t @-> t @-> returning void ) let stubs_nll_loss_backward_grad_input = foreign " atg_nll_loss_backward_grad_input " ( ptr t @-> t @-> t @-> t @-> t @-> t @-> int64_t @-> int64_t @-> t @-> returning void ) let stubs_nll_loss_nd = foreign " atg_nll_loss_nd " ( ptr t @-> t @-> t @-> t @-> int64_t @-> int64_t @-> returning void ) let stubs_nll_loss_out = foreign " atg_nll_loss_out " ( ptr t @-> t @-> t @-> t @-> t @-> int64_t @-> int64_t @-> returning void ) let stubs_nonzero = foreign " atg_nonzero " ( ptr t @-> t @-> returning void ) let stubs_nonzero_numpy = foreign " atg_nonzero_numpy " ( t @-> returning ( ptr t ) ) let stubs_nonzero_out = foreign " atg_nonzero_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_norm = foreign " atg_norm " ( ptr t @-> t @-> returning void ) let stubs_norm_dtype_out = foreign " atg_norm_dtype_out " ( ptr t @-> t @-> t @-> scalar @-> ptr int64_t @-> int @-> int @-> int @-> returning void ) let stubs_norm_except_dim = foreign " atg_norm_except_dim " ( ptr t @-> t @-> int64_t @-> int64_t @-> returning void ) let stubs_norm_out = foreign " atg_norm_out " ( ptr t @-> t @-> t @-> scalar @-> ptr int64_t @-> int @-> int @-> returning void ) let stubs_norm_scalaropt_dim = foreign " atg_norm_scalaropt_dim " ( ptr t @-> t @-> scalar @-> ptr int64_t @-> int @-> int @-> returning void ) let stubs_norm_scalaropt_dim_dtype = foreign " atg_norm_scalaropt_dim_dtype " ( ptr t @-> t @-> scalar @-> ptr int64_t @-> int @-> int @-> int @-> returning void ) let stubs_norm_scalaropt_dtype = foreign " atg_norm_scalaropt_dtype " ( ptr t @-> t @-> scalar @-> int @-> returning void ) let stubs_normal = foreign " atg_normal " ( ptr t @-> t @-> t @-> double @-> returning void ) let stubs_normal_ = foreign " atg_normal_ " ( ptr t @-> t @-> double @-> double @-> returning void ) let stubs_normal_float_float_out = foreign " atg_normal_float_float_out " ( ptr t @-> t @-> double @-> double @-> ptr int64_t @-> int @-> returning void ) let stubs_normal_float_tensor_out = foreign " atg_normal_float_tensor_out " ( ptr t @-> t @-> double @-> t @-> returning void ) let stubs_normal_tensor_tensor_out = foreign " atg_normal_tensor_tensor_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_not_equal = foreign " atg_not_equal " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_not_equal_ = foreign " atg_not_equal_ " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_not_equal_scalar_out = foreign " atg_not_equal_scalar_out " ( ptr t @-> t @-> t @-> scalar @-> returning void ) let stubs_not_equal_tensor = foreign " atg_not_equal_tensor " ( ptr t @-> t @-> t @-> returning void ) let stubs_not_equal_tensor_ = foreign " atg_not_equal_tensor_ " ( ptr t @-> t @-> t @-> returning void ) let stubs_not_equal_tensor_out = foreign " atg_not_equal_tensor_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_nuclear_norm = foreign " atg_nuclear_norm " ( ptr t @-> t @-> int @-> returning void ) let stubs_nuclear_norm_dim = foreign " atg_nuclear_norm_dim " ( ptr t @-> t @-> ptr int64_t @-> int @-> int @-> returning void ) let stubs_nuclear_norm_dim_out = foreign " atg_nuclear_norm_dim_out " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> int @-> returning void ) let stubs_nuclear_norm_out = foreign " atg_nuclear_norm_out " ( ptr t @-> t @-> t @-> int @-> returning void ) let stubs_numpy_t = foreign " atg_numpy_t " ( ptr t @-> t @-> returning void ) let stubs_one_hot = foreign " atg_one_hot " ( ptr t @-> t @-> int64_t @-> returning void ) let stubs_ones = foreign " atg_ones " ( ptr t @-> ptr int64_t @-> int @-> int @-> int @-> returning void ) let stubs_ones_like = foreign " atg_ones_like " ( ptr t @-> t @-> returning void ) let stubs_ones_out = foreign " atg_ones_out " ( ptr t @-> t @-> ptr int64_t @-> int @-> returning void ) let stubs_orgqr = foreign " atg_orgqr " ( ptr t @-> t @-> t @-> returning void ) let stubs_orgqr_out = foreign " atg_orgqr_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_ormqr = foreign " atg_ormqr " ( ptr t @-> t @-> t @-> t @-> int @-> int @-> returning void ) let stubs_ormqr_out = foreign " atg_ormqr_out " ( ptr t @-> t @-> t @-> t @-> t @-> int @-> int @-> returning void ) let stubs_outer = foreign " atg_outer " ( ptr t @-> t @-> t @-> returning void ) let stubs_outer_out = foreign " atg_outer_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_pad_sequence = foreign " atg_pad_sequence " ( ptr t @-> ptr t @-> int @-> int @-> double @-> returning void ) let stubs_pairwise_distance = foreign " atg_pairwise_distance " ( ptr t @-> t @-> t @-> double @-> double @-> int @-> returning void ) let stubs_pdist = foreign " atg_pdist " ( ptr t @-> t @-> double @-> returning void ) let stubs_permute = foreign " atg_permute " ( ptr t @-> t @-> ptr int64_t @-> int @-> returning void ) let stubs_pin_memory = foreign " atg_pin_memory " ( ptr t @-> t @-> int @-> returning void ) let stubs_pinverse = foreign " atg_pinverse " ( ptr t @-> t @-> double @-> returning void ) let stubs_pixel_shuffle = foreign " atg_pixel_shuffle " ( ptr t @-> t @-> int64_t @-> returning void ) let stubs_pixel_unshuffle = foreign " atg_pixel_unshuffle " ( ptr t @-> t @-> int64_t @-> returning void ) let stubs_poisson = foreign " atg_poisson " ( ptr t @-> t @-> returning void ) let stubs_poisson_nll_loss = foreign " atg_poisson_nll_loss " ( ptr t @-> t @-> t @-> int @-> int @-> double @-> int64_t @-> returning void ) end
module C13 ( F : Cstubs . FOREIGN ) = struct open F type t = unit ptr let t : t typ = ptr void type scalar = unit ptr let scalar : scalar typ = ptr void let stubs_polar = foreign " atg_polar " ( ptr t @-> t @-> t @-> returning void ) let stubs_polar_out = foreign " atg_polar_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_polygamma = foreign " atg_polygamma " ( ptr t @-> int64_t @-> t @-> returning void ) let stubs_polygamma_ = foreign " atg_polygamma_ " ( ptr t @-> t @-> int64_t @-> returning void ) let stubs_polygamma_out = foreign " atg_polygamma_out " ( ptr t @-> t @-> int64_t @-> t @-> returning void ) let stubs_positive = foreign " atg_positive " ( ptr t @-> t @-> returning void ) let stubs_pow = foreign " atg_pow " ( ptr t @-> t @-> t @-> returning void ) let stubs_pow_ = foreign " atg_pow_ " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_pow_scalar = foreign " atg_pow_scalar " ( ptr t @-> scalar @-> t @-> returning void ) let stubs_pow_scalar_out = foreign " atg_pow_scalar_out " ( ptr t @-> t @-> scalar @-> t @-> returning void ) let stubs_pow_tensor_ = foreign " atg_pow_tensor_ " ( ptr t @-> t @-> t @-> returning void ) let stubs_pow_tensor_scalar = foreign " atg_pow_tensor_scalar " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_pow_tensor_scalar_out = foreign " atg_pow_tensor_scalar_out " ( ptr t @-> t @-> t @-> scalar @-> returning void ) let stubs_pow_tensor_tensor_out = foreign " atg_pow_tensor_tensor_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_prelu = foreign " atg_prelu " ( ptr t @-> t @-> t @-> returning void ) let stubs_prelu_backward = foreign " atg_prelu_backward " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_prod = foreign " atg_prod " ( ptr t @-> t @-> int @-> returning void ) let stubs_prod_dim_int = foreign " atg_prod_dim_int " ( ptr t @-> t @-> int64_t @-> int @-> int @-> returning void ) let stubs_prod_int_out = foreign " atg_prod_int_out " ( ptr t @-> t @-> t @-> int64_t @-> int @-> int @-> returning void ) let stubs_put = foreign " atg_put " ( ptr t @-> t @-> t @-> t @-> int @-> returning void ) let stubs_put_ = foreign " atg_put_ " ( ptr t @-> t @-> t @-> t @-> int @-> returning void ) let stubs_q_per_channel_scales = foreign " atg_q_per_channel_scales " ( ptr t @-> t @-> returning void ) let stubs_q_per_channel_zero_points = foreign " atg_q_per_channel_zero_points " ( ptr t @-> t @-> returning void ) let stubs_qr = foreign " atg_qr " ( ptr t @-> t @-> int @-> returning void ) let stubs_qr_q = foreign " atg_qr_q " ( ptr t @-> t @-> t @-> t @-> int @-> returning void ) let stubs_quantile = foreign " atg_quantile " ( ptr t @-> t @-> t @-> int64_t @-> int @-> returning void ) let stubs_quantile_new = foreign " atg_quantile_new " ( ptr t @-> t @-> t @-> int64_t @-> int @-> string @-> returning void ) let stubs_quantile_new_out = foreign " atg_quantile_new_out " ( ptr t @-> t @-> t @-> t @-> int64_t @-> int @-> string @-> returning void ) let stubs_quantile_new_scalar = foreign " atg_quantile_new_scalar " ( ptr t @-> t @-> double @-> int64_t @-> int @-> string @-> returning void ) let stubs_quantile_new_scalar_out = foreign " atg_quantile_new_scalar_out " ( ptr t @-> t @-> t @-> double @-> int64_t @-> int @-> string @-> returning void ) let stubs_quantile_out = foreign " atg_quantile_out " ( ptr t @-> t @-> t @-> t @-> int64_t @-> int @-> returning void ) let stubs_quantile_scalar = foreign " atg_quantile_scalar " ( ptr t @-> t @-> double @-> int64_t @-> int @-> returning void ) let stubs_quantile_scalar_out = foreign " atg_quantile_scalar_out " ( ptr t @-> t @-> t @-> double @-> int64_t @-> int @-> returning void ) let stubs_quantize_per_channel = foreign " atg_quantize_per_channel " ( ptr t @-> t @-> t @-> t @-> int64_t @-> int @-> returning void ) let stubs_quantize_per_tensor = foreign " atg_quantize_per_tensor " ( ptr t @-> t @-> double @-> int64_t @-> int @-> returning void ) let stubs_quantize_per_tensor_tensor_qparams = foreign " atg_quantize_per_tensor_tensor_qparams " ( ptr t @-> t @-> t @-> t @-> int @-> returning void ) let stubs_quantize_per_tensor_tensors = foreign " atg_quantize_per_tensor_tensors " ( ptr t @-> int @-> t @-> t @-> int @-> returning ( ptr t ) ) let stubs_quantized_batch_norm = foreign " atg_quantized_batch_norm " ( ptr t @-> t @-> t @-> t @-> t @-> t @-> double @-> double @-> int64_t @-> returning void ) let stubs_quantized_gru_cell = foreign " atg_quantized_gru_cell " ( ptr t @-> t @-> t @-> t @-> t @-> t @-> t @-> t @-> t @-> t @-> t @-> scalar @-> scalar @-> scalar @-> scalar @-> returning void ) let stubs_quantized_lstm_cell = foreign " atg_quantized_lstm_cell " ( ptr t @-> t @-> ptr t @-> int @-> t @-> t @-> t @-> t @-> t @-> t @-> t @-> t @-> scalar @-> scalar @-> scalar @-> scalar @-> returning void ) let stubs_quantized_max_pool1d = foreign " atg_quantized_max_pool1d " ( ptr t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int @-> returning void ) let stubs_quantized_max_pool2d = foreign " atg_quantized_max_pool2d " ( ptr t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int @-> returning void ) let stubs_quantized_rnn_relu_cell = foreign " atg_quantized_rnn_relu_cell " ( ptr t @-> t @-> t @-> t @-> t @-> t @-> t @-> t @-> t @-> t @-> t @-> scalar @-> scalar @-> scalar @-> scalar @-> returning void ) let stubs_quantized_rnn_tanh_cell = foreign " atg_quantized_rnn_tanh_cell " ( ptr t @-> t @-> t @-> t @-> t @-> t @-> t @-> t @-> t @-> t @-> t @-> scalar @-> scalar @-> scalar @-> scalar @-> returning void ) let stubs_rad2deg = foreign " atg_rad2deg " ( ptr t @-> t @-> returning void ) let stubs_rad2deg_ = foreign " atg_rad2deg_ " ( ptr t @-> t @-> returning void ) let stubs_rad2deg_out = foreign " atg_rad2deg_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_rand = foreign " atg_rand " ( ptr t @-> ptr int64_t @-> int @-> int @-> int @-> returning void ) let stubs_rand_like = foreign " atg_rand_like " ( ptr t @-> t @-> returning void ) let stubs_rand_out = foreign " atg_rand_out " ( ptr t @-> t @-> ptr int64_t @-> int @-> returning void ) let stubs_randint = foreign " atg_randint " ( ptr t @-> int64_t @-> ptr int64_t @-> int @-> int @-> int @-> returning void ) let stubs_randint_like = foreign " atg_randint_like " ( ptr t @-> t @-> int64_t @-> returning void ) let stubs_randint_like_low_dtype = foreign " atg_randint_like_low_dtype " ( ptr t @-> t @-> int64_t @-> int64_t @-> returning void ) let stubs_randint_low = foreign " atg_randint_low " ( ptr t @-> int64_t @-> int64_t @-> ptr int64_t @-> int @-> int @-> int @-> returning void ) let stubs_randint_low_out = foreign " atg_randint_low_out " ( ptr t @-> t @-> int64_t @-> int64_t @-> ptr int64_t @-> int @-> returning void ) let stubs_randint_out = foreign " atg_randint_out " ( ptr t @-> t @-> int64_t @-> ptr int64_t @-> int @-> returning void ) let stubs_randn = foreign " atg_randn " ( ptr t @-> ptr int64_t @-> int @-> int @-> int @-> returning void ) let stubs_randn_like = foreign " atg_randn_like " ( ptr t @-> t @-> returning void ) let stubs_randn_out = foreign " atg_randn_out " ( ptr t @-> t @-> ptr int64_t @-> int @-> returning void ) let stubs_random_ = foreign " atg_random_ " ( ptr t @-> t @-> returning void ) let stubs_random_from_ = foreign " atg_random_from_ " ( ptr t @-> t @-> int64_t @-> int64_t @-> returning void ) let stubs_random_to_ = foreign " atg_random_to_ " ( ptr t @-> t @-> int64_t @-> returning void ) let stubs_randperm = foreign " atg_randperm " ( ptr t @-> int64_t @-> int @-> int @-> returning void ) let stubs_randperm_out = foreign " atg_randperm_out " ( ptr t @-> t @-> int64_t @-> returning void ) let stubs_range = foreign " atg_range " ( ptr t @-> scalar @-> scalar @-> int @-> int @-> returning void ) let stubs_range_out = foreign " atg_range_out " ( ptr t @-> t @-> scalar @-> scalar @-> returning void ) let stubs_range_step = foreign " atg_range_step " ( ptr t @-> scalar @-> scalar @-> int @-> int @-> returning void ) let stubs_ravel = foreign " atg_ravel " ( ptr t @-> t @-> returning void ) let stubs_real = foreign " atg_real " ( ptr t @-> t @-> returning void ) let stubs_reciprocal = foreign " atg_reciprocal " ( ptr t @-> t @-> returning void ) let stubs_reciprocal_ = foreign " atg_reciprocal_ " ( ptr t @-> t @-> returning void ) let stubs_reciprocal_out = foreign " atg_reciprocal_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_reflection_pad1d = foreign " atg_reflection_pad1d " ( ptr t @-> t @-> ptr int64_t @-> int @-> returning void ) let stubs_reflection_pad1d_backward = foreign " atg_reflection_pad1d_backward " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> returning void ) let stubs_reflection_pad1d_backward_grad_input = foreign " atg_reflection_pad1d_backward_grad_input " ( ptr t @-> t @-> t @-> t @-> ptr int64_t @-> int @-> returning void ) let stubs_reflection_pad1d_out = foreign " atg_reflection_pad1d_out " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> returning void ) let stubs_reflection_pad2d = foreign " atg_reflection_pad2d " ( ptr t @-> t @-> ptr int64_t @-> int @-> returning void ) let stubs_reflection_pad2d_backward = foreign " atg_reflection_pad2d_backward " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> returning void ) let stubs_reflection_pad2d_backward_grad_input = foreign " atg_reflection_pad2d_backward_grad_input " ( ptr t @-> t @-> t @-> t @-> ptr int64_t @-> int @-> returning void ) let stubs_reflection_pad2d_out = foreign " atg_reflection_pad2d_out " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> returning void ) let stubs_reflection_pad3d = foreign " atg_reflection_pad3d " ( ptr t @-> t @-> ptr int64_t @-> int @-> returning void ) let stubs_reflection_pad3d_backward = foreign " atg_reflection_pad3d_backward " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> returning void ) let stubs_reflection_pad3d_backward_grad_input = foreign " atg_reflection_pad3d_backward_grad_input " ( ptr t @-> t @-> t @-> t @-> ptr int64_t @-> int @-> returning void ) let stubs_reflection_pad3d_out = foreign " atg_reflection_pad3d_out " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> returning void ) let stubs_relu = foreign " atg_relu " ( ptr t @-> t @-> returning void ) let stubs_relu6 = foreign " atg_relu6 " ( ptr t @-> t @-> returning void ) let stubs_relu6_ = foreign " atg_relu6_ " ( ptr t @-> t @-> returning void ) let stubs_relu_ = foreign " atg_relu_ " ( ptr t @-> t @-> returning void ) let stubs_remainder = foreign " atg_remainder " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_remainder_ = foreign " atg_remainder_ " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_remainder_scalar_out = foreign " atg_remainder_scalar_out " ( ptr t @-> t @-> t @-> scalar @-> returning void ) let stubs_remainder_scalar_tensor = foreign " atg_remainder_scalar_tensor " ( ptr t @-> scalar @-> t @-> returning void ) let stubs_remainder_tensor = foreign " atg_remainder_tensor " ( ptr t @-> t @-> t @-> returning void ) let stubs_remainder_tensor_ = foreign " atg_remainder_tensor_ " ( ptr t @-> t @-> t @-> returning void ) let stubs_remainder_tensor_out = foreign " atg_remainder_tensor_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_renorm = foreign " atg_renorm " ( ptr t @-> t @-> scalar @-> int64_t @-> scalar @-> returning void ) let stubs_renorm_ = foreign " atg_renorm_ " ( ptr t @-> t @-> scalar @-> int64_t @-> scalar @-> returning void ) let stubs_renorm_out = foreign " atg_renorm_out " ( ptr t @-> t @-> t @-> scalar @-> int64_t @-> scalar @-> returning void ) let stubs_repeat = foreign " atg_repeat " ( ptr t @-> t @-> ptr int64_t @-> int @-> returning void ) let stubs_repeat_interleave = foreign " atg_repeat_interleave " ( ptr t @-> t @-> int64_t @-> returning void ) end
module C14 ( F : Cstubs . FOREIGN ) = struct open F type t = unit ptr let t : t typ = ptr void type scalar = unit ptr let scalar : scalar typ = ptr void let stubs_repeat_interleave_self_int = foreign " atg_repeat_interleave_self_int " ( ptr t @-> t @-> int64_t @-> int64_t @-> int64_t @-> returning void ) let stubs_repeat_interleave_self_tensor = foreign " atg_repeat_interleave_self_tensor " ( ptr t @-> t @-> t @-> int64_t @-> int64_t @-> returning void ) let stubs_replication_pad1d = foreign " atg_replication_pad1d " ( ptr t @-> t @-> ptr int64_t @-> int @-> returning void ) let stubs_replication_pad1d_backward = foreign " atg_replication_pad1d_backward " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> returning void ) let stubs_replication_pad1d_backward_grad_input = foreign " atg_replication_pad1d_backward_grad_input " ( ptr t @-> t @-> t @-> t @-> ptr int64_t @-> int @-> returning void ) let stubs_replication_pad1d_out = foreign " atg_replication_pad1d_out " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> returning void ) let stubs_replication_pad2d = foreign " atg_replication_pad2d " ( ptr t @-> t @-> ptr int64_t @-> int @-> returning void ) let stubs_replication_pad2d_backward = foreign " atg_replication_pad2d_backward " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> returning void ) let stubs_replication_pad2d_backward_grad_input = foreign " atg_replication_pad2d_backward_grad_input " ( ptr t @-> t @-> t @-> t @-> ptr int64_t @-> int @-> returning void ) let stubs_replication_pad2d_out = foreign " atg_replication_pad2d_out " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> returning void ) let stubs_replication_pad3d = foreign " atg_replication_pad3d " ( ptr t @-> t @-> ptr int64_t @-> int @-> returning void ) let stubs_replication_pad3d_backward = foreign " atg_replication_pad3d_backward " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> returning void ) let stubs_replication_pad3d_backward_grad_input = foreign " atg_replication_pad3d_backward_grad_input " ( ptr t @-> t @-> t @-> t @-> ptr int64_t @-> int @-> returning void ) let stubs_replication_pad3d_out = foreign " atg_replication_pad3d_out " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> returning void ) let stubs_requires_grad_ = foreign " atg_requires_grad_ " ( ptr t @-> t @-> int @-> returning void ) let stubs_reshape = foreign " atg_reshape " ( ptr t @-> t @-> ptr int64_t @-> int @-> returning void ) let stubs_reshape_as = foreign " atg_reshape_as " ( ptr t @-> t @-> t @-> returning void ) let stubs_resize_ = foreign " atg_resize_ " ( ptr t @-> t @-> ptr int64_t @-> int @-> returning void ) let stubs_resize_as_ = foreign " atg_resize_as_ " ( ptr t @-> t @-> t @-> returning void ) let stubs_resize_as_sparse_ = foreign " atg_resize_as_sparse_ " ( ptr t @-> t @-> t @-> returning void ) let stubs_resolve_conj = foreign " atg_resolve_conj " ( ptr t @-> t @-> returning void ) let stubs_resolve_neg = foreign " atg_resolve_neg " ( ptr t @-> t @-> returning void ) let stubs_rnn_relu = foreign " atg_rnn_relu " ( ptr t @-> t @-> t @-> ptr t @-> int @-> int @-> int64_t @-> double @-> int @-> int @-> int @-> returning void ) let stubs_rnn_relu_cell = foreign " atg_rnn_relu_cell " ( ptr t @-> t @-> t @-> t @-> t @-> t @-> t @-> returning void ) let stubs_rnn_relu_data = foreign " atg_rnn_relu_data " ( ptr t @-> t @-> t @-> t @-> ptr t @-> int @-> int @-> int64_t @-> double @-> int @-> int @-> returning void ) let stubs_rnn_tanh = foreign " atg_rnn_tanh " ( ptr t @-> t @-> t @-> ptr t @-> int @-> int @-> int64_t @-> double @-> int @-> int @-> int @-> returning void ) let stubs_rnn_tanh_cell = foreign " atg_rnn_tanh_cell " ( ptr t @-> t @-> t @-> t @-> t @-> t @-> t @-> returning void ) let stubs_rnn_tanh_data = foreign " atg_rnn_tanh_data " ( ptr t @-> t @-> t @-> t @-> ptr t @-> int @-> int @-> int64_t @-> double @-> int @-> int @-> returning void ) let stubs_roll = foreign " atg_roll " ( ptr t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> returning void ) let stubs_rot90 = foreign " atg_rot90 " ( ptr t @-> t @-> int64_t @-> ptr int64_t @-> int @-> returning void ) let stubs_round = foreign " atg_round " ( ptr t @-> t @-> returning void ) let stubs_round_ = foreign " atg_round_ " ( ptr t @-> t @-> returning void ) let stubs_round_out = foreign " atg_round_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_row_stack = foreign " atg_row_stack " ( ptr t @-> ptr t @-> int @-> returning void ) let stubs_row_stack_out = foreign " atg_row_stack_out " ( ptr t @-> t @-> ptr t @-> int @-> returning void ) let stubs_rrelu = foreign " atg_rrelu " ( ptr t @-> t @-> int @-> returning void ) let stubs_rrelu_ = foreign " atg_rrelu_ " ( ptr t @-> t @-> int @-> returning void ) let stubs_rrelu_with_noise = foreign " atg_rrelu_with_noise " ( ptr t @-> t @-> t @-> int @-> returning void ) let stubs_rrelu_with_noise_ = foreign " atg_rrelu_with_noise_ " ( ptr t @-> t @-> t @-> int @-> returning void ) let stubs_rrelu_with_noise_backward = foreign " atg_rrelu_with_noise_backward " ( ptr t @-> t @-> t @-> t @-> scalar @-> scalar @-> int @-> int @-> returning void ) let stubs_rrelu_with_noise_out = foreign " atg_rrelu_with_noise_out " ( ptr t @-> t @-> t @-> t @-> int @-> returning void ) let stubs_rsqrt = foreign " atg_rsqrt " ( ptr t @-> t @-> returning void ) let stubs_rsqrt_ = foreign " atg_rsqrt_ " ( ptr t @-> t @-> returning void ) let stubs_rsqrt_out = foreign " atg_rsqrt_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_rsub = foreign " atg_rsub " ( ptr t @-> t @-> t @-> returning void ) let stubs_rsub_scalar = foreign " atg_rsub_scalar " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_scalar_tensor = foreign " atg_scalar_tensor " ( ptr t @-> scalar @-> int @-> int @-> returning void ) let stubs_scatter = foreign " atg_scatter " ( ptr t @-> t @-> int64_t @-> t @-> t @-> returning void ) let stubs_scatter_ = foreign " atg_scatter_ " ( ptr t @-> t @-> int64_t @-> t @-> t @-> returning void ) let stubs_scatter_add = foreign " atg_scatter_add " ( ptr t @-> t @-> int64_t @-> t @-> t @-> returning void ) let stubs_scatter_add_ = foreign " atg_scatter_add_ " ( ptr t @-> t @-> int64_t @-> t @-> t @-> returning void ) let stubs_scatter_add_out = foreign " atg_scatter_add_out " ( ptr t @-> t @-> t @-> int64_t @-> t @-> t @-> returning void ) let stubs_scatter_reduce = foreign " atg_scatter_reduce " ( ptr t @-> t @-> int64_t @-> t @-> t @-> string @-> returning void ) let stubs_scatter_reduce_ = foreign " atg_scatter_reduce_ " ( ptr t @-> t @-> int64_t @-> t @-> t @-> string @-> returning void ) let stubs_scatter_reduce_out = foreign " atg_scatter_reduce_out " ( ptr t @-> t @-> t @-> int64_t @-> t @-> t @-> string @-> returning void ) let stubs_scatter_src_out = foreign " atg_scatter_src_out " ( ptr t @-> t @-> t @-> int64_t @-> t @-> t @-> returning void ) let stubs_scatter_value = foreign " atg_scatter_value " ( ptr t @-> t @-> int64_t @-> t @-> scalar @-> returning void ) let stubs_scatter_value_ = foreign " atg_scatter_value_ " ( ptr t @-> t @-> int64_t @-> t @-> scalar @-> returning void ) let stubs_scatter_value_out = foreign " atg_scatter_value_out " ( ptr t @-> t @-> t @-> int64_t @-> t @-> scalar @-> returning void ) let stubs_scatter_value_reduce = foreign " atg_scatter_value_reduce " ( ptr t @-> t @-> int64_t @-> t @-> scalar @-> string @-> returning void ) let stubs_scatter_value_reduce_ = foreign " atg_scatter_value_reduce_ " ( ptr t @-> t @-> int64_t @-> t @-> scalar @-> string @-> returning void ) let stubs_scatter_value_reduce_out = foreign " atg_scatter_value_reduce_out " ( ptr t @-> t @-> t @-> int64_t @-> t @-> scalar @-> string @-> returning void ) let stubs_searchsorted = foreign " atg_searchsorted " ( ptr t @-> t @-> t @-> int @-> int @-> returning void ) let stubs_searchsorted_scalar = foreign " atg_searchsorted_scalar " ( ptr t @-> t @-> scalar @-> int @-> int @-> returning void ) let stubs_searchsorted_tensor_out = foreign " atg_searchsorted_tensor_out " ( ptr t @-> t @-> t @-> t @-> int @-> int @-> returning void ) let stubs_segment_reduce = foreign " atg_segment_reduce " ( ptr t @-> t @-> string @-> t @-> t @-> int64_t @-> int @-> scalar @-> returning void ) let stubs_select = foreign " atg_select " ( ptr t @-> t @-> int64_t @-> int64_t @-> returning void ) let stubs_select_backward = foreign " atg_select_backward " ( ptr t @-> t @-> ptr int64_t @-> int @-> int64_t @-> int64_t @-> returning void ) let stubs_selu = foreign " atg_selu " ( ptr t @-> t @-> returning void ) let stubs_selu_ = foreign " atg_selu_ " ( ptr t @-> t @-> returning void ) let stubs_set_ = foreign " atg_set_ " ( ptr t @-> t @-> returning void ) let stubs_set_requires_grad = foreign " atg_set_requires_grad " ( ptr t @-> t @-> int @-> returning void ) let stubs_set_source_tensor_ = foreign " atg_set_source_tensor_ " ( ptr t @-> t @-> t @-> returning void ) let stubs_sgn = foreign " atg_sgn " ( ptr t @-> t @-> returning void ) let stubs_sgn_ = foreign " atg_sgn_ " ( ptr t @-> t @-> returning void ) let stubs_sgn_out = foreign " atg_sgn_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_sigmoid = foreign " atg_sigmoid " ( ptr t @-> t @-> returning void ) let stubs_sigmoid_ = foreign " atg_sigmoid_ " ( ptr t @-> t @-> returning void ) let stubs_sigmoid_backward = foreign " atg_sigmoid_backward " ( ptr t @-> t @-> t @-> returning void ) let stubs_sigmoid_backward_grad_input = foreign " atg_sigmoid_backward_grad_input " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_sigmoid_out = foreign " atg_sigmoid_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_sign = foreign " atg_sign " ( ptr t @-> t @-> returning void ) let stubs_sign_ = foreign " atg_sign_ " ( ptr t @-> t @-> returning void ) let stubs_sign_out = foreign " atg_sign_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_signbit = foreign " atg_signbit " ( ptr t @-> t @-> returning void ) let stubs_signbit_out = foreign " atg_signbit_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_silu = foreign " atg_silu " ( ptr t @-> t @-> returning void ) let stubs_silu_ = foreign " atg_silu_ " ( ptr t @-> t @-> returning void ) let stubs_silu_backward = foreign " atg_silu_backward " ( ptr t @-> t @-> t @-> returning void ) let stubs_silu_backward_grad_input = foreign " atg_silu_backward_grad_input " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_silu_out = foreign " atg_silu_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_sin = foreign " atg_sin " ( ptr t @-> t @-> returning void ) let stubs_sin_ = foreign " atg_sin_ " ( ptr t @-> t @-> returning void ) let stubs_sin_out = foreign " atg_sin_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_sinc = foreign " atg_sinc " ( ptr t @-> t @-> returning void ) let stubs_sinc_ = foreign " atg_sinc_ " ( ptr t @-> t @-> returning void ) let stubs_sinc_out = foreign " atg_sinc_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_sinh = foreign " atg_sinh " ( ptr t @-> t @-> returning void ) let stubs_sinh_ = foreign " atg_sinh_ " ( ptr t @-> t @-> returning void ) let stubs_sinh_out = foreign " atg_sinh_out " ( ptr t @-> t @-> t @-> returning void ) end
module C15 ( F : Cstubs . FOREIGN ) = struct open F type t = unit ptr let t : t typ = ptr void type scalar = unit ptr let scalar : scalar typ = ptr void let stubs_slice = foreign " atg_slice " ( ptr t @-> t @-> int64_t @-> int64_t @-> int64_t @-> int64_t @-> returning void ) let stubs_slice_backward = foreign " atg_slice_backward " ( ptr t @-> t @-> ptr int64_t @-> int @-> int64_t @-> int64_t @-> int64_t @-> int64_t @-> returning void ) let stubs_slogdet = foreign " atg_slogdet " ( ptr t @-> t @-> returning void ) let stubs_slow_conv3d = foreign " atg_slow_conv3d " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> returning void ) let stubs_slow_conv3d_out = foreign " atg_slow_conv3d_out " ( ptr t @-> t @-> t @-> t @-> ptr int64_t @-> int @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> returning void ) let stubs_slow_conv_dilated2d = foreign " atg_slow_conv_dilated2d " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> returning void ) let stubs_slow_conv_dilated3d = foreign " atg_slow_conv_dilated3d " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> returning void ) let stubs_slow_conv_transpose2d = foreign " atg_slow_conv_transpose2d " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> returning void ) let stubs_slow_conv_transpose2d_out = foreign " atg_slow_conv_transpose2d_out " ( ptr t @-> t @-> t @-> t @-> ptr int64_t @-> int @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> returning void ) let stubs_slow_conv_transpose3d = foreign " atg_slow_conv_transpose3d " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> returning void ) let stubs_slow_conv_transpose3d_out = foreign " atg_slow_conv_transpose3d_out " ( ptr t @-> t @-> t @-> t @-> ptr int64_t @-> int @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> returning void ) let stubs_smm = foreign " atg_smm " ( ptr t @-> t @-> t @-> returning void ) let stubs_smooth_l1_loss = foreign " atg_smooth_l1_loss " ( ptr t @-> t @-> t @-> int64_t @-> double @-> returning void ) let stubs_smooth_l1_loss_backward = foreign " atg_smooth_l1_loss_backward " ( ptr t @-> t @-> t @-> t @-> int64_t @-> double @-> returning void ) let stubs_smooth_l1_loss_backward_grad_input = foreign " atg_smooth_l1_loss_backward_grad_input " ( ptr t @-> t @-> t @-> t @-> t @-> int64_t @-> double @-> returning void ) let stubs_smooth_l1_loss_out = foreign " atg_smooth_l1_loss_out " ( ptr t @-> t @-> t @-> t @-> int64_t @-> double @-> returning void ) let stubs_soft_margin_loss = foreign " atg_soft_margin_loss " ( ptr t @-> t @-> t @-> int64_t @-> returning void ) let stubs_soft_margin_loss_backward = foreign " atg_soft_margin_loss_backward " ( ptr t @-> t @-> t @-> t @-> int64_t @-> returning void ) let stubs_soft_margin_loss_backward_grad_input = foreign " atg_soft_margin_loss_backward_grad_input " ( ptr t @-> t @-> t @-> t @-> t @-> int64_t @-> returning void ) let stubs_soft_margin_loss_out = foreign " atg_soft_margin_loss_out " ( ptr t @-> t @-> t @-> t @-> int64_t @-> returning void ) let stubs_softmax = foreign " atg_softmax " ( ptr t @-> t @-> int64_t @-> int @-> returning void ) let stubs_softplus = foreign " atg_softplus " ( ptr t @-> t @-> returning void ) let stubs_softplus_backward = foreign " atg_softplus_backward " ( ptr t @-> t @-> t @-> scalar @-> scalar @-> t @-> returning void ) let stubs_softplus_backward_grad_input = foreign " atg_softplus_backward_grad_input " ( ptr t @-> t @-> t @-> t @-> scalar @-> scalar @-> t @-> returning void ) let stubs_softplus_out = foreign " atg_softplus_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_softshrink = foreign " atg_softshrink " ( ptr t @-> t @-> returning void ) let stubs_softshrink_backward = foreign " atg_softshrink_backward " ( ptr t @-> t @-> t @-> scalar @-> returning void ) let stubs_softshrink_backward_grad_input = foreign " atg_softshrink_backward_grad_input " ( ptr t @-> t @-> t @-> t @-> scalar @-> returning void ) let stubs_softshrink_out = foreign " atg_softshrink_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_solve = foreign " atg_solve " ( ptr t @-> t @-> t @-> returning void ) let stubs_solve_solution = foreign " atg_solve_solution " ( ptr t @-> t @-> t @-> t @-> t @-> returning void ) let stubs_sort = foreign " atg_sort " ( ptr t @-> t @-> int64_t @-> int @-> returning void ) let stubs_sort_stable = foreign " atg_sort_stable " ( ptr t @-> t @-> int @-> int64_t @-> int @-> returning void ) let stubs_sort_values = foreign " atg_sort_values " ( ptr t @-> t @-> t @-> t @-> int64_t @-> int @-> returning void ) let stubs_sort_values_stable = foreign " atg_sort_values_stable " ( ptr t @-> t @-> t @-> t @-> int @-> int64_t @-> int @-> returning void ) let stubs_sparse_coo_tensor = foreign " atg_sparse_coo_tensor " ( ptr t @-> ptr int64_t @-> int @-> int @-> int @-> returning void ) let stubs_sparse_coo_tensor_indices = foreign " atg_sparse_coo_tensor_indices " ( ptr t @-> t @-> t @-> int @-> int @-> returning void ) let stubs_sparse_coo_tensor_indices_size = foreign " atg_sparse_coo_tensor_indices_size " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> int @-> int @-> returning void ) let stubs_sparse_csr_tensor = foreign " atg_sparse_csr_tensor " ( ptr t @-> t @-> t @-> t @-> int @-> int @-> returning void ) let stubs_sparse_csr_tensor_crow_col_value_size = foreign " atg_sparse_csr_tensor_crow_col_value_size " ( ptr t @-> t @-> t @-> t @-> ptr int64_t @-> int @-> int @-> int @-> returning void ) let stubs_sparse_mask = foreign " atg_sparse_mask " ( ptr t @-> t @-> t @-> returning void ) let stubs_sparse_resize_ = foreign " atg_sparse_resize_ " ( ptr t @-> t @-> ptr int64_t @-> int @-> int64_t @-> int64_t @-> returning void ) let stubs_sparse_resize_and_clear_ = foreign " atg_sparse_resize_and_clear_ " ( ptr t @-> t @-> ptr int64_t @-> int @-> int64_t @-> int64_t @-> returning void ) let stubs_special_digamma = foreign " atg_special_digamma " ( ptr t @-> t @-> returning void ) let stubs_special_digamma_out = foreign " atg_special_digamma_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_special_entr = foreign " atg_special_entr " ( ptr t @-> t @-> returning void ) let stubs_special_entr_out = foreign " atg_special_entr_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_special_erf = foreign " atg_special_erf " ( ptr t @-> t @-> returning void ) let stubs_special_erf_out = foreign " atg_special_erf_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_special_erfc = foreign " atg_special_erfc " ( ptr t @-> t @-> returning void ) let stubs_special_erfc_out = foreign " atg_special_erfc_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_special_erfcx = foreign " atg_special_erfcx " ( ptr t @-> t @-> returning void ) let stubs_special_erfcx_out = foreign " atg_special_erfcx_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_special_erfinv = foreign " atg_special_erfinv " ( ptr t @-> t @-> returning void ) let stubs_special_erfinv_out = foreign " atg_special_erfinv_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_special_exp2 = foreign " atg_special_exp2 " ( ptr t @-> t @-> returning void ) let stubs_special_exp2_out = foreign " atg_special_exp2_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_special_expit = foreign " atg_special_expit " ( ptr t @-> t @-> returning void ) let stubs_special_expit_out = foreign " atg_special_expit_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_special_expm1 = foreign " atg_special_expm1 " ( ptr t @-> t @-> returning void ) let stubs_special_expm1_out = foreign " atg_special_expm1_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_special_gammainc = foreign " atg_special_gammainc " ( ptr t @-> t @-> t @-> returning void ) let stubs_special_gammainc_out = foreign " atg_special_gammainc_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_special_gammaincc = foreign " atg_special_gammaincc " ( ptr t @-> t @-> t @-> returning void ) let stubs_special_gammaincc_out = foreign " atg_special_gammaincc_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_special_gammaln = foreign " atg_special_gammaln " ( ptr t @-> t @-> returning void ) let stubs_special_gammaln_out = foreign " atg_special_gammaln_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_special_i0 = foreign " atg_special_i0 " ( ptr t @-> t @-> returning void ) let stubs_special_i0_out = foreign " atg_special_i0_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_special_i0e = foreign " atg_special_i0e " ( ptr t @-> t @-> returning void ) let stubs_special_i0e_out = foreign " atg_special_i0e_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_special_i1 = foreign " atg_special_i1 " ( ptr t @-> t @-> returning void ) let stubs_special_i1_out = foreign " atg_special_i1_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_special_i1e = foreign " atg_special_i1e " ( ptr t @-> t @-> returning void ) let stubs_special_i1e_out = foreign " atg_special_i1e_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_special_log1p = foreign " atg_special_log1p " ( ptr t @-> t @-> returning void ) let stubs_special_log1p_out = foreign " atg_special_log1p_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_special_log_softmax = foreign " atg_special_log_softmax " ( ptr t @-> t @-> int64_t @-> int @-> returning void ) let stubs_special_logit = foreign " atg_special_logit " ( ptr t @-> t @-> double @-> returning void ) let stubs_special_logit_out = foreign " atg_special_logit_out " ( ptr t @-> t @-> t @-> double @-> returning void ) let stubs_special_logsumexp = foreign " atg_special_logsumexp " ( ptr t @-> t @-> ptr int64_t @-> int @-> int @-> returning void ) let stubs_special_logsumexp_out = foreign " atg_special_logsumexp_out " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> int @-> returning void ) let stubs_special_multigammaln = foreign " atg_special_multigammaln " ( ptr t @-> t @-> int64_t @-> returning void ) let stubs_special_multigammaln_out = foreign " atg_special_multigammaln_out " ( ptr t @-> t @-> t @-> int64_t @-> returning void ) let stubs_special_ndtr = foreign " atg_special_ndtr " ( ptr t @-> t @-> returning void ) let stubs_special_ndtr_out = foreign " atg_special_ndtr_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_special_ndtri = foreign " atg_special_ndtri " ( ptr t @-> t @-> returning void ) let stubs_special_ndtri_out = foreign " atg_special_ndtri_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_special_polygamma = foreign " atg_special_polygamma " ( ptr t @-> int64_t @-> t @-> returning void ) let stubs_special_polygamma_out = foreign " atg_special_polygamma_out " ( ptr t @-> t @-> int64_t @-> t @-> returning void ) let stubs_special_psi = foreign " atg_special_psi " ( ptr t @-> t @-> returning void ) let stubs_special_psi_out = foreign " atg_special_psi_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_special_round = foreign " atg_special_round " ( ptr t @-> t @-> returning void ) let stubs_special_round_out = foreign " atg_special_round_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_special_sinc = foreign " atg_special_sinc " ( ptr t @-> t @-> returning void ) let stubs_special_sinc_out = foreign " atg_special_sinc_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_special_xlog1py = foreign " atg_special_xlog1py " ( ptr t @-> t @-> t @-> returning void ) let stubs_special_xlog1py_other_scalar = foreign " atg_special_xlog1py_other_scalar " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_special_xlog1py_other_scalar_out = foreign " atg_special_xlog1py_other_scalar_out " ( ptr t @-> t @-> t @-> scalar @-> returning void ) let stubs_special_xlog1py_out = foreign " atg_special_xlog1py_out " ( ptr t @-> t @-> t @-> t @-> returning void ) end
module C16 ( F : Cstubs . FOREIGN ) = struct open F type t = unit ptr let t : t typ = ptr void type scalar = unit ptr let scalar : scalar typ = ptr void let stubs_special_xlog1py_self_scalar = foreign " atg_special_xlog1py_self_scalar " ( ptr t @-> scalar @-> t @-> returning void ) let stubs_special_xlog1py_self_scalar_out = foreign " atg_special_xlog1py_self_scalar_out " ( ptr t @-> t @-> scalar @-> t @-> returning void ) let stubs_special_xlogy = foreign " atg_special_xlogy " ( ptr t @-> t @-> t @-> returning void ) let stubs_special_xlogy_other_scalar = foreign " atg_special_xlogy_other_scalar " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_special_xlogy_other_scalar_out = foreign " atg_special_xlogy_other_scalar_out " ( ptr t @-> t @-> t @-> scalar @-> returning void ) let stubs_special_xlogy_out = foreign " atg_special_xlogy_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_special_xlogy_self_scalar = foreign " atg_special_xlogy_self_scalar " ( ptr t @-> scalar @-> t @-> returning void ) let stubs_special_xlogy_self_scalar_out = foreign " atg_special_xlogy_self_scalar_out " ( ptr t @-> t @-> scalar @-> t @-> returning void ) let stubs_special_zeta = foreign " atg_special_zeta " ( ptr t @-> t @-> t @-> returning void ) let stubs_special_zeta_other_scalar = foreign " atg_special_zeta_other_scalar " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_special_zeta_other_scalar_out = foreign " atg_special_zeta_other_scalar_out " ( ptr t @-> t @-> t @-> scalar @-> returning void ) let stubs_special_zeta_out = foreign " atg_special_zeta_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_special_zeta_self_scalar = foreign " atg_special_zeta_self_scalar " ( ptr t @-> scalar @-> t @-> returning void ) let stubs_special_zeta_self_scalar_out = foreign " atg_special_zeta_self_scalar_out " ( ptr t @-> t @-> scalar @-> t @-> returning void ) let stubs_split = foreign " atg_split " ( t @-> int64_t @-> int64_t @-> returning ( ptr t ) ) let stubs_split_with_sizes = foreign " atg_split_with_sizes " ( t @-> ptr int64_t @-> int @-> int64_t @-> returning ( ptr t ) ) let stubs_sqrt = foreign " atg_sqrt " ( ptr t @-> t @-> returning void ) let stubs_sqrt_ = foreign " atg_sqrt_ " ( ptr t @-> t @-> returning void ) let stubs_sqrt_out = foreign " atg_sqrt_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_square = foreign " atg_square " ( ptr t @-> t @-> returning void ) let stubs_square_ = foreign " atg_square_ " ( ptr t @-> t @-> returning void ) let stubs_square_out = foreign " atg_square_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_squeeze = foreign " atg_squeeze " ( ptr t @-> t @-> returning void ) let stubs_squeeze_ = foreign " atg_squeeze_ " ( ptr t @-> t @-> returning void ) let stubs_squeeze_dim = foreign " atg_squeeze_dim " ( ptr t @-> t @-> int64_t @-> returning void ) let stubs_squeeze_dim_ = foreign " atg_squeeze_dim_ " ( ptr t @-> t @-> int64_t @-> returning void ) let stubs_sspaddmm = foreign " atg_sspaddmm " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_sspaddmm_out = foreign " atg_sspaddmm_out " ( ptr t @-> t @-> t @-> t @-> t @-> returning void ) let stubs_stack = foreign " atg_stack " ( ptr t @-> ptr t @-> int @-> int64_t @-> returning void ) let stubs_stack_out = foreign " atg_stack_out " ( ptr t @-> t @-> ptr t @-> int @-> int64_t @-> returning void ) let stubs_std = foreign " atg_std " ( ptr t @-> t @-> int @-> returning void ) let stubs_std_correction = foreign " atg_std_correction " ( ptr t @-> t @-> ptr int64_t @-> int @-> int64_t @-> int @-> returning void ) let stubs_std_correction_out = foreign " atg_std_correction_out " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> int64_t @-> int @-> returning void ) let stubs_std_dim = foreign " atg_std_dim " ( ptr t @-> t @-> ptr int64_t @-> int @-> int @-> int @-> returning void ) let stubs_std_mean = foreign " atg_std_mean " ( ptr t @-> t @-> int @-> returning void ) let stubs_std_mean_correction = foreign " atg_std_mean_correction " ( ptr t @-> t @-> ptr int64_t @-> int @-> int64_t @-> int @-> returning void ) let stubs_std_mean_dim = foreign " atg_std_mean_dim " ( ptr t @-> t @-> ptr int64_t @-> int @-> int @-> int @-> returning void ) let stubs_std_out = foreign " atg_std_out " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> int @-> int @-> returning void ) let stubs_stft = foreign " atg_stft " ( ptr t @-> t @-> int64_t @-> int64_t @-> int64_t @-> t @-> int @-> int @-> int @-> returning void ) let stubs_sub = foreign " atg_sub " ( ptr t @-> t @-> t @-> returning void ) let stubs_sub_ = foreign " atg_sub_ " ( ptr t @-> t @-> t @-> returning void ) let stubs_sub_out = foreign " atg_sub_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_sub_scalar = foreign " atg_sub_scalar " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_sub_scalar_ = foreign " atg_sub_scalar_ " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_subtract = foreign " atg_subtract " ( ptr t @-> t @-> t @-> returning void ) let stubs_subtract_ = foreign " atg_subtract_ " ( ptr t @-> t @-> t @-> returning void ) let stubs_subtract_out = foreign " atg_subtract_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_subtract_scalar = foreign " atg_subtract_scalar " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_subtract_scalar_ = foreign " atg_subtract_scalar_ " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_sum = foreign " atg_sum " ( ptr t @-> t @-> int @-> returning void ) let stubs_sum_dim_intlist = foreign " atg_sum_dim_intlist " ( ptr t @-> t @-> ptr int64_t @-> int @-> int @-> int @-> returning void ) let stubs_sum_intlist_out = foreign " atg_sum_intlist_out " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> int @-> int @-> returning void ) let stubs_sum_to_size = foreign " atg_sum_to_size " ( ptr t @-> t @-> ptr int64_t @-> int @-> returning void ) let stubs_svd = foreign " atg_svd " ( ptr t @-> t @-> int @-> int @-> returning void ) let stubs_svd_u = foreign " atg_svd_u " ( ptr t @-> t @-> t @-> t @-> t @-> int @-> int @-> returning void ) let stubs_swapaxes = foreign " atg_swapaxes " ( ptr t @-> t @-> int64_t @-> int64_t @-> returning void ) let stubs_swapaxes_ = foreign " atg_swapaxes_ " ( ptr t @-> t @-> int64_t @-> int64_t @-> returning void ) let stubs_swapdims = foreign " atg_swapdims " ( ptr t @-> t @-> int64_t @-> int64_t @-> returning void ) let stubs_swapdims_ = foreign " atg_swapdims_ " ( ptr t @-> t @-> int64_t @-> int64_t @-> returning void ) let stubs_symeig = foreign " atg_symeig " ( ptr t @-> t @-> int @-> int @-> returning void ) let stubs_symeig_e = foreign " atg_symeig_e " ( ptr t @-> t @-> t @-> t @-> int @-> int @-> returning void ) let stubs_tr = foreign " atg_t " ( ptr t @-> t @-> returning void ) let stubs_t_ = foreign " atg_t_ " ( ptr t @-> t @-> returning void ) let stubs_take = foreign " atg_take " ( ptr t @-> t @-> t @-> returning void ) let stubs_take_along_dim = foreign " atg_take_along_dim " ( ptr t @-> t @-> t @-> int64_t @-> returning void ) let stubs_take_along_dim_out = foreign " atg_take_along_dim_out " ( ptr t @-> t @-> t @-> t @-> int64_t @-> returning void ) let stubs_take_out = foreign " atg_take_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_tan = foreign " atg_tan " ( ptr t @-> t @-> returning void ) let stubs_tan_ = foreign " atg_tan_ " ( ptr t @-> t @-> returning void ) let stubs_tan_out = foreign " atg_tan_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_tanh = foreign " atg_tanh " ( ptr t @-> t @-> returning void ) let stubs_tanh_ = foreign " atg_tanh_ " ( ptr t @-> t @-> returning void ) let stubs_tanh_backward = foreign " atg_tanh_backward " ( ptr t @-> t @-> t @-> returning void ) let stubs_tanh_backward_grad_input = foreign " atg_tanh_backward_grad_input " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_tanh_out = foreign " atg_tanh_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_tensor_split = foreign " atg_tensor_split " ( t @-> int64_t @-> int64_t @-> returning ( ptr t ) ) let stubs_tensor_split_indices = foreign " atg_tensor_split_indices " ( t @-> ptr int64_t @-> int @-> int64_t @-> returning ( ptr t ) ) let stubs_tensor_split_tensor_indices_or_sections = foreign " atg_tensor_split_tensor_indices_or_sections " ( t @-> t @-> int64_t @-> returning ( ptr t ) ) let stubs_tensordot = foreign " atg_tensordot " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> returning void ) let stubs_tensordot_out = foreign " atg_tensordot_out " ( ptr t @-> t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> returning void ) let stubs_threshold = foreign " atg_threshold " ( ptr t @-> t @-> scalar @-> scalar @-> returning void ) let stubs_threshold_ = foreign " atg_threshold_ " ( ptr t @-> t @-> scalar @-> scalar @-> returning void ) let stubs_threshold_backward = foreign " atg_threshold_backward " ( ptr t @-> t @-> t @-> scalar @-> returning void ) let stubs_threshold_backward_grad_input = foreign " atg_threshold_backward_grad_input " ( ptr t @-> t @-> t @-> t @-> scalar @-> returning void ) let stubs_threshold_out = foreign " atg_threshold_out " ( ptr t @-> t @-> t @-> scalar @-> scalar @-> returning void ) let stubs_tile = foreign " atg_tile " ( ptr t @-> t @-> ptr int64_t @-> int @-> returning void ) let stubs_to_ = foreign " atg_to " ( ptr t @-> t @-> int @-> returning void ) let stubs_to_dense = foreign " atg_to_dense " ( ptr t @-> t @-> int @-> returning void ) let stubs_to_dense_backward = foreign " atg_to_dense_backward " ( ptr t @-> t @-> t @-> returning void ) let stubs_to_device = foreign " atg_to_device " ( ptr t @-> t @-> int @-> int @-> int @-> int @-> returning void ) let stubs_to_dtype = foreign " atg_to_dtype " ( ptr t @-> t @-> int @-> int @-> int @-> returning void ) let stubs_to_dtype_layout = foreign " atg_to_dtype_layout " ( ptr t @-> t @-> int @-> int @-> int @-> int @-> returning void ) let stubs_to_mkldnn = foreign " atg_to_mkldnn " ( ptr t @-> t @-> int @-> returning void ) let stubs_to_mkldnn_backward = foreign " atg_to_mkldnn_backward " ( ptr t @-> t @-> t @-> returning void ) let stubs_to_other = foreign " atg_to_other " ( ptr t @-> t @-> t @-> int @-> int @-> returning void ) let stubs_to_sparse = foreign " atg_to_sparse " ( ptr t @-> t @-> returning void ) let stubs_to_sparse_sparse_dim = foreign " atg_to_sparse_sparse_dim " ( ptr t @-> t @-> int64_t @-> returning void ) let stubs_topk = foreign " atg_topk " ( ptr t @-> t @-> int64_t @-> int64_t @-> int @-> int @-> returning void ) let stubs_topk_values = foreign " atg_topk_values " ( ptr t @-> t @-> t @-> t @-> int64_t @-> int64_t @-> int @-> int @-> returning void ) let stubs_totype = foreign " atg_totype " ( ptr t @-> t @-> int @-> returning void ) end
module C17 ( F : Cstubs . FOREIGN ) = struct open F type t = unit ptr let t : t typ = ptr void type scalar = unit ptr let scalar : scalar typ = ptr void let stubs_trace = foreign " atg_trace " ( ptr t @-> t @-> returning void ) let stubs_trace_backward = foreign " atg_trace_backward " ( ptr t @-> t @-> ptr int64_t @-> int @-> returning void ) let stubs_transpose = foreign " atg_transpose " ( ptr t @-> t @-> int64_t @-> int64_t @-> returning void ) let stubs_transpose_ = foreign " atg_transpose_ " ( ptr t @-> t @-> int64_t @-> int64_t @-> returning void ) let stubs_trapezoid = foreign " atg_trapezoid " ( ptr t @-> t @-> int64_t @-> returning void ) let stubs_trapezoid_x = foreign " atg_trapezoid_x " ( ptr t @-> t @-> t @-> int64_t @-> returning void ) let stubs_trapz = foreign " atg_trapz " ( ptr t @-> t @-> t @-> int64_t @-> returning void ) let stubs_trapz_dx = foreign " atg_trapz_dx " ( ptr t @-> t @-> double @-> int64_t @-> returning void ) let stubs_triangular_solve = foreign " atg_triangular_solve " ( ptr t @-> t @-> t @-> int @-> int @-> int @-> returning void ) let stubs_triangular_solve_x = foreign " atg_triangular_solve_x " ( ptr t @-> t @-> t @-> t @-> t @-> int @-> int @-> int @-> returning void ) let stubs_tril = foreign " atg_tril " ( ptr t @-> t @-> int64_t @-> returning void ) let stubs_tril_ = foreign " atg_tril_ " ( ptr t @-> t @-> int64_t @-> returning void ) let stubs_tril_indices = foreign " atg_tril_indices " ( ptr t @-> int64_t @-> int64_t @-> int64_t @-> int @-> int @-> returning void ) let stubs_tril_out = foreign " atg_tril_out " ( ptr t @-> t @-> t @-> int64_t @-> returning void ) let stubs_triplet_margin_loss = foreign " atg_triplet_margin_loss " ( ptr t @-> t @-> t @-> t @-> double @-> double @-> double @-> int @-> int64_t @-> returning void ) let stubs_triu = foreign " atg_triu " ( ptr t @-> t @-> int64_t @-> returning void ) let stubs_triu_ = foreign " atg_triu_ " ( ptr t @-> t @-> int64_t @-> returning void ) let stubs_triu_indices = foreign " atg_triu_indices " ( ptr t @-> int64_t @-> int64_t @-> int64_t @-> int @-> int @-> returning void ) let stubs_triu_out = foreign " atg_triu_out " ( ptr t @-> t @-> t @-> int64_t @-> returning void ) let stubs_true_divide = foreign " atg_true_divide " ( ptr t @-> t @-> t @-> returning void ) let stubs_true_divide_ = foreign " atg_true_divide_ " ( ptr t @-> t @-> t @-> returning void ) let stubs_true_divide_out = foreign " atg_true_divide_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_true_divide_scalar = foreign " atg_true_divide_scalar " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_true_divide_scalar_ = foreign " atg_true_divide_scalar_ " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_trunc = foreign " atg_trunc " ( ptr t @-> t @-> returning void ) let stubs_trunc_ = foreign " atg_trunc_ " ( ptr t @-> t @-> returning void ) let stubs_trunc_out = foreign " atg_trunc_out " ( ptr t @-> t @-> t @-> returning void ) let stubs_type_as = foreign " atg_type_as " ( ptr t @-> t @-> t @-> returning void ) let stubs_unbind = foreign " atg_unbind " ( t @-> int64_t @-> returning ( ptr t ) ) let stubs_unflatten = foreign " atg_unflatten " ( ptr t @-> t @-> int64_t @-> ptr int64_t @-> int @-> returning void ) let stubs_unflatten_dense_tensors = foreign " atg_unflatten_dense_tensors " ( t @-> ptr t @-> int @-> returning ( ptr t ) ) let stubs_unfold = foreign " atg_unfold " ( ptr t @-> t @-> int64_t @-> int64_t @-> int64_t @-> returning void ) let stubs_unfold_backward = foreign " atg_unfold_backward " ( ptr t @-> t @-> ptr int64_t @-> int @-> int64_t @-> int64_t @-> int64_t @-> returning void ) let stubs_uniform_ = foreign " atg_uniform_ " ( ptr t @-> t @-> double @-> double @-> returning void ) let stubs_unique_consecutive = foreign " atg_unique_consecutive " ( ptr t @-> t @-> int @-> int @-> int64_t @-> returning void ) let stubs_unique_dim = foreign " atg_unique_dim " ( ptr t @-> t @-> int64_t @-> int @-> int @-> int @-> returning void ) let stubs_unique_dim_consecutive = foreign " atg_unique_dim_consecutive " ( ptr t @-> t @-> int64_t @-> int @-> int @-> returning void ) let stubs_unsafe_chunk = foreign " atg_unsafe_chunk " ( t @-> int64_t @-> int64_t @-> returning ( ptr t ) ) let stubs_unsafe_split = foreign " atg_unsafe_split " ( t @-> int64_t @-> int64_t @-> returning ( ptr t ) ) let stubs_unsafe_split_with_sizes = foreign " atg_unsafe_split_with_sizes " ( t @-> ptr int64_t @-> int @-> int64_t @-> returning ( ptr t ) ) let stubs_unsqueeze = foreign " atg_unsqueeze " ( ptr t @-> t @-> int64_t @-> returning void ) let stubs_unsqueeze_ = foreign " atg_unsqueeze_ " ( ptr t @-> t @-> int64_t @-> returning void ) let stubs_upsample_bicubic2d = foreign " atg_upsample_bicubic2d " ( ptr t @-> t @-> ptr int64_t @-> int @-> int @-> double @-> double @-> returning void ) let stubs_upsample_bicubic2d_backward = foreign " atg_upsample_bicubic2d_backward " ( ptr t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int @-> double @-> double @-> returning void ) let stubs_upsample_bicubic2d_backward_grad_input = foreign " atg_upsample_bicubic2d_backward_grad_input " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int @-> double @-> double @-> returning void ) let stubs_upsample_bicubic2d_out = foreign " atg_upsample_bicubic2d_out " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> int @-> double @-> double @-> returning void ) let stubs_upsample_bilinear2d = foreign " atg_upsample_bilinear2d " ( ptr t @-> t @-> ptr int64_t @-> int @-> int @-> double @-> double @-> returning void ) let stubs_upsample_bilinear2d_backward = foreign " atg_upsample_bilinear2d_backward " ( ptr t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int @-> double @-> double @-> returning void ) let stubs_upsample_bilinear2d_backward_grad_input = foreign " atg_upsample_bilinear2d_backward_grad_input " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int @-> double @-> double @-> returning void ) let stubs_upsample_bilinear2d_out = foreign " atg_upsample_bilinear2d_out " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> int @-> double @-> double @-> returning void ) let stubs_upsample_linear1d = foreign " atg_upsample_linear1d " ( ptr t @-> t @-> ptr int64_t @-> int @-> int @-> double @-> returning void ) let stubs_upsample_linear1d_backward = foreign " atg_upsample_linear1d_backward " ( ptr t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int @-> double @-> returning void ) let stubs_upsample_linear1d_backward_grad_input = foreign " atg_upsample_linear1d_backward_grad_input " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int @-> double @-> returning void ) let stubs_upsample_linear1d_out = foreign " atg_upsample_linear1d_out " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> int @-> double @-> returning void ) let stubs_upsample_nearest1d = foreign " atg_upsample_nearest1d " ( ptr t @-> t @-> ptr int64_t @-> int @-> double @-> returning void ) let stubs_upsample_nearest1d_backward = foreign " atg_upsample_nearest1d_backward " ( ptr t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> double @-> returning void ) let stubs_upsample_nearest1d_backward_grad_input = foreign " atg_upsample_nearest1d_backward_grad_input " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> double @-> returning void ) let stubs_upsample_nearest1d_out = foreign " atg_upsample_nearest1d_out " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> double @-> returning void ) let stubs_upsample_nearest2d = foreign " atg_upsample_nearest2d " ( ptr t @-> t @-> ptr int64_t @-> int @-> double @-> double @-> returning void ) let stubs_upsample_nearest2d_backward = foreign " atg_upsample_nearest2d_backward " ( ptr t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> double @-> double @-> returning void ) let stubs_upsample_nearest2d_backward_grad_input = foreign " atg_upsample_nearest2d_backward_grad_input " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> double @-> double @-> returning void ) let stubs_upsample_nearest2d_out = foreign " atg_upsample_nearest2d_out " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> double @-> double @-> returning void ) let stubs_upsample_nearest3d = foreign " atg_upsample_nearest3d " ( ptr t @-> t @-> ptr int64_t @-> int @-> double @-> double @-> double @-> returning void ) let stubs_upsample_nearest3d_backward = foreign " atg_upsample_nearest3d_backward " ( ptr t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> double @-> double @-> double @-> returning void ) let stubs_upsample_nearest3d_backward_grad_input = foreign " atg_upsample_nearest3d_backward_grad_input " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> double @-> double @-> double @-> returning void ) let stubs_upsample_nearest3d_out = foreign " atg_upsample_nearest3d_out " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> double @-> double @-> double @-> returning void ) let stubs_upsample_trilinear3d = foreign " atg_upsample_trilinear3d " ( ptr t @-> t @-> ptr int64_t @-> int @-> int @-> double @-> double @-> double @-> returning void ) let stubs_upsample_trilinear3d_backward = foreign " atg_upsample_trilinear3d_backward " ( ptr t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int @-> double @-> double @-> double @-> returning void ) let stubs_upsample_trilinear3d_backward_grad_input = foreign " atg_upsample_trilinear3d_backward_grad_input " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> ptr int64_t @-> int @-> int @-> double @-> double @-> double @-> returning void ) let stubs_upsample_trilinear3d_out = foreign " atg_upsample_trilinear3d_out " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> int @-> double @-> double @-> double @-> returning void ) let stubs_value_selecting_reduction_backward = foreign " atg_value_selecting_reduction_backward " ( ptr t @-> t @-> int64_t @-> t @-> ptr int64_t @-> int @-> int @-> returning void ) let stubs_values = foreign " atg_values " ( ptr t @-> t @-> returning void ) let stubs_vander = foreign " atg_vander " ( ptr t @-> t @-> int64_t @-> int @-> returning void ) let stubs_var = foreign " atg_var " ( ptr t @-> t @-> int @-> returning void ) let stubs_var_correction = foreign " atg_var_correction " ( ptr t @-> t @-> ptr int64_t @-> int @-> int64_t @-> int @-> returning void ) let stubs_var_correction_out = foreign " atg_var_correction_out " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> int64_t @-> int @-> returning void ) let stubs_var_dim = foreign " atg_var_dim " ( ptr t @-> t @-> ptr int64_t @-> int @-> int @-> int @-> returning void ) let stubs_var_mean = foreign " atg_var_mean " ( ptr t @-> t @-> int @-> returning void ) let stubs_var_mean_correction = foreign " atg_var_mean_correction " ( ptr t @-> t @-> ptr int64_t @-> int @-> int64_t @-> int @-> returning void ) let stubs_var_mean_dim = foreign " atg_var_mean_dim " ( ptr t @-> t @-> ptr int64_t @-> int @-> int @-> int @-> returning void ) let stubs_var_out = foreign " atg_var_out " ( ptr t @-> t @-> t @-> ptr int64_t @-> int @-> int @-> int @-> returning void ) let stubs_vdot = foreign " atg_vdot " ( ptr t @-> t @-> t @-> returning void ) let stubs_vdot_out = foreign " atg_vdot_out " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_view = foreign " atg_view " ( ptr t @-> t @-> ptr int64_t @-> int @-> returning void ) let stubs_view_as = foreign " atg_view_as " ( ptr t @-> t @-> t @-> returning void ) let stubs_view_as_complex = foreign " atg_view_as_complex " ( ptr t @-> t @-> returning void ) let stubs_view_as_real = foreign " atg_view_as_real " ( ptr t @-> t @-> returning void ) let stubs_view_dtype = foreign " atg_view_dtype " ( ptr t @-> t @-> int @-> returning void ) let stubs_vsplit = foreign " atg_vsplit " ( t @-> int64_t @-> returning ( ptr t ) ) let stubs_vsplit_array = foreign " atg_vsplit_array " ( t @-> ptr int64_t @-> int @-> returning ( ptr t ) ) let stubs_vstack = foreign " atg_vstack " ( ptr t @-> ptr t @-> int @-> returning void ) let stubs_vstack_out = foreign " atg_vstack_out " ( ptr t @-> t @-> ptr t @-> int @-> returning void ) let stubs_where = foreign " atg_where " ( t @-> returning ( ptr t ) ) let stubs_where_scalar = foreign " atg_where_scalar " ( ptr t @-> t @-> scalar @-> scalar @-> returning void ) let stubs_where_scalarother = foreign " atg_where_scalarother " ( ptr t @-> t @-> t @-> scalar @-> returning void ) let stubs_where_scalarself = foreign " atg_where_scalarself " ( ptr t @-> t @-> scalar @-> t @-> returning void ) let stubs_where_self = foreign " atg_where_self " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_xlogy = foreign " atg_xlogy " ( ptr t @-> t @-> t @-> returning void ) let stubs_xlogy_ = foreign " atg_xlogy_ " ( ptr t @-> t @-> t @-> returning void ) let stubs_xlogy_outscalar_other = foreign " atg_xlogy_outscalar_other " ( ptr t @-> t @-> t @-> scalar @-> returning void ) end
module C18 ( F : Cstubs . FOREIGN ) = struct open F type t = unit ptr let t : t typ = ptr void type scalar = unit ptr let scalar : scalar typ = ptr void let stubs_xlogy_outscalar_self = foreign " atg_xlogy_outscalar_self " ( ptr t @-> t @-> scalar @-> t @-> returning void ) let stubs_xlogy_outtensor = foreign " atg_xlogy_outtensor " ( ptr t @-> t @-> t @-> t @-> returning void ) let stubs_xlogy_scalar_other = foreign " atg_xlogy_scalar_other " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_xlogy_scalar_other_ = foreign " atg_xlogy_scalar_other_ " ( ptr t @-> t @-> scalar @-> returning void ) let stubs_xlogy_scalar_self = foreign " atg_xlogy_scalar_self " ( ptr t @-> scalar @-> t @-> returning void ) let stubs_zero_ = foreign " atg_zero_ " ( ptr t @-> t @-> returning void ) let stubs_zeros = foreign " atg_zeros " ( ptr t @-> ptr int64_t @-> int @-> int @-> int @-> returning void ) let stubs_zeros_like = foreign " atg_zeros_like " ( ptr t @-> t @-> returning void ) let stubs_zeros_out = foreign " atg_zeros_out " ( ptr t @-> t @-> ptr int64_t @-> int @-> returning void ) end
module C ( F : Cstubs . FOREIGN ) = struct include C0 ( F ) include C1 ( F ) include C2 ( F ) include C3 ( F ) include C4 ( F ) include C5 ( F ) include C6 ( F ) include C7 ( F ) include C8 ( F ) include C9 ( F ) include C10 ( F ) include C11 ( F ) include C12 ( F ) include C13 ( F ) include C14 ( F ) include C15 ( F ) include C16 ( F ) include C17 ( F ) include C18 ( F ) end
let finished = ref false
let gc_thread ( ) = while not ! finished do Gc . minor ( ) ; Thread . yield ( ) done
let writer_thread ( oc , size ) = while not ! finished do let buff = Bytes . make size ' a ' in ignore ( Unix . write oc buff 0 size ) done ; let buff = Bytes . make size ' b ' in ignore ( Unix . write oc buff 0 size )
let reader_thread ( ic , size ) = while true do let buff = Bytes . make size ' ' in let n = Unix . read ic buff 0 size in for i = 0 to n - 1 do if Bytes . get buff i = ' b ' then Thread . exit ( ) else if Bytes . get buff i <> ' a ' then print_string " error in reader_thread \ n " done done
let _ = let t1 = Thread . create gc_thread ( ) in let ( out1 , in1 ) = Unix . pipe ( ) in let t2 = Thread . create writer_thread ( in1 , 4096 ) in let t3 = Thread . create reader_thread ( out1 , 4096 ) in let ( out2 , in2 ) = Unix . pipe ( ) in let t4 = Thread . create writer_thread ( in2 , 16 ) in let t5 = Thread . create reader_thread ( out2 , 16 ) in Thread . delay 3 . 0 ; finished := true ; List . iter Thread . join [ t1 ; t2 ; t3 ; t4 ; t5 ] ; print_string " passed \ n "
let union { dv = dv1 ; di = di1 ; der = der1 ; nv = nv1 ; mv = mv1 } { dv = dv2 ; di = di2 ; der = der2 ; nv = nv2 ; mv = mv2 } = { dv = S . union dv1 dv2 ; di = S . union di1 di2 ; der = S . union der1 der2 ; nv = S . union nv1 nv2 ; mv = S . union mv1 mv2 }
let add loc { dv = dv2 ; di = di2 ; der = der2 ; nv = nv2 ; mv = mv2 } = let add k set1 set2 = S . fold ( fun elt set -> { dv = add Current dv1 dv2 ; di = add Initial di1 di2 ; der = add Derivative der1 der2 ; nv = add Next nv1 nv2 ; mv = S . union mv1 mv2 ; }
let all_last loc h set = let check elt = let ( { t_sort = sort ; t_typ = ty } as tentry ) = try Env . find elt h with \| Not_found -> assert false in match sort with \| Smem { m_init = ( InitEq \| InitDecl _ ) ; m_next = Some ( true ) } -> ( ) \| Smem ( { m_init = ( InitEq \| InitDecl _ ) } as m ) -> tentry . t_sort <- Smem { m with m_previous = true } \| Svar { v_default = Some _ } -> ( ) \| Sstatic \| Sval \| Svar { v_default = None } \| Smem _ -> try with Ztypes . Unify -> error loc ( Eshould_be_a_signal ( elt , ty ) ) in S . iter check set
let rec merge local_names_list = let two s1 s2 = let total , partial = S . partition ( fun elt -> S . mem elt s2 ) s1 in let partial = S . fold ( fun elt set -> if not ( S . mem elt total ) then S . add elt set else set ) s2 partial in total , partial in match local_names_list with \| [ ] -> S . empty , S . empty \| [ s ] -> s , S . empty \| s :: local_names_list -> let total , partial1 = merge local_names_list in let total , partial2 = two s total in total , S . union partial1 partial2
let merge_defnames_list defnames_list = let split ( acc_dv , acc_di , acc_der , acc_nv , acc_mv ) { dv = dv ; di = di ; der = der ; nv = nv ; mv = mv } = dv :: acc_dv , di :: acc_di , der :: acc_der , nv :: acc_nv , mv :: acc_mv in let dv , di , der , nv , mv = List . fold_left split ( [ ] , [ ] , [ ] , [ ] , [ ] ) defnames_list in let dv_total , dv_partial = merge dv in let di_total , di_partial = merge di in let der_total , der_partial = merge der in let nv_total , nv_partial = merge nv in let mv_total , mv_partial = merge mv in ( dv_total , dv_partial ) , ( di_total , di_partial ) , ( der_total , der_partial ) , ( nv_total , nv_partial ) , ( mv_total , mv_total )
let merge loc h defnames_list = let ( dv_total , dv_partial ) , ( di_total , di_partial ) , ( der_total , der_partial ) , ( nv_total , nv_partial ) , ( mv_total , mv_partial ) = merge_defnames_list defnames_list in all_last loc h ( S . diff dv_partial di_total ) ; if not ( S . is_empty di_partial ) then error loc ( Einit_undefined ( S . choose ( di_partial ) ) ) ; add loc { dv = dv_partial ; di = di_partial ; der = der_partial ; nv = nv_partial ; mv = mv_partial } { dv = dv_total ; di = di_total ; der = der_total ; nv = nv_total ; mv = mv_total }
let join loc { dv = dv2 ; di = di2 ; der = der2 ; nv = nv2 ; mv = mv2 } = let join k names1 names2 = let joinrec n acc = if S . mem n names1 then error loc ( Ealready ( k , n ) ) else S . add n acc in S . fold joinrec names2 names1 in let disjoint k1 k2 names1 names2 = let disjointrec n = if S . mem n names1 then error loc ( Ealready_with_different_kinds ( k1 , k2 , n ) ) in S . iter disjointrec names2 in disjoint Current Derivative dv1 der2 ; disjoint Current Derivative dv2 der1 ; disjoint Next Derivative nv1 der2 ; disjoint Next Derivative nv2 der1 ; disjoint Multi Derivative mv1 der2 ; disjoint Multi Derivative mv2 der1 ; { dv = join Current dv1 dv2 ; di = join Initial di1 di2 ; der = join Derivative der1 der2 ; nv = join Next nv1 nv2 ; mv = S . union mv1 mv2 }
module Automaton = struct let statepatname statepat = match statepat . desc with \| Estate0pat ( n ) \| Estate1pat ( n , _ ) -> n let statename state = match state . desc with \| Estate0 ( n ) \| Estate1 ( n , _ ) -> n type entry = { e_loc : location ; mutable e_state : Deftypes . defnames ; mutable e_until : Deftypes . defnames ; mutable e_unless : Deftypes . defnames ; } type table = { t_initial : Zident . t * entry ; t_remaining : entry Env . t } let table state_handlers = let add acc { s_state = statepat ; s_loc = loc } = Env . add ( statepatname statepat ) { e_loc = loc ; e_state = empty ; e_until = empty ; e_unless = empty } acc in let { s_state = statepat ; s_loc = loc } = List . hd state_handlers in let remaining_handlers = List . tl state_handlers in { t_initial = statepatname statepat , { e_loc = loc ; e_state = empty ; e_until = empty ; e_unless = empty } ; t_remaining = List . fold_left add Env . empty remaining_handlers } let add_state state_name defined_names { t_initial = ( name , entry ) ; t_remaining = rtable } = let { e_loc = loc ; e_unless = trans } as e = if state_name = name then entry else Env . find state_name rtable in let _ = add loc defined_names trans in e . e_state <- defined_names let add_transition is_until h state_name defined_names { t_initial = ( name , entry ) ; t_remaining = rtable } = let { e_loc = loc ; e_state = state ; e_until = until ; e_unless = unless } as e = if state_name = name then entry else Env . find state_name rtable in if is_until then let _ = add loc defined_names state in e . e_until <- merge loc h [ until ; defined_names ] else e . e_unless <- merge loc h [ unless ; defined_names ] let check loc h { t_initial = ( name , entry ) ; t_remaining = rtable } = let defined_names_list_in_states = Env . fold ( fun _ { e_state = defined_names } acc -> defined_names :: acc ) rtable [ ] in let defined_names_in_states = merge loc h ( entry . e_state :: defined_names_list_in_states ) in let defined_names_list_in_transitions = Env . fold ( fun _ { e_until = until ; e_unless = unless } acc -> ( add loc until unless ) :: acc ) rtable [ ] in let defined_names_in_transitions = merge loc h ( ( add loc entry . e_until entry . e_unless ) :: union defined_names_in_states defined_names_in_transitions let check_all_states_are_accessible loc state_handlers = let def_states acc { s_state = spat } = let called_states acc { s_trans = escape_list } = let init_state = def_states S . empty ( List . hd state_handlers ) in let called_states = let def_states = List . fold_left def_states S . empty state_handlers in let unreachable_states = S . diff def_states called_states in if not ( S . is_empty unreachable_states ) then warning loc ( Wunreachable_state ( S . choose unreachable_states ) ) end
module T : sig type parent type t val id : t -> int val null : t val create : unit -> t val is_valid : t -> bool val compare : t -> t -> int val add_next : t -> t val splice : ? db : string -> ? inclusive : bool -> t -> t -> unit val set_invalidator : t -> ( t -> unit ) -> unit val reset_invalidator : t -> unit val iter : t -> ( t -> unit ) -> unit val pp : Format . formatter -> t -> unit val show : t -> string let threshold = 1 . 4 let label_bits = Sys . word_size - 2 let max_label = 1 lsl ( label_bits - 1 ) let gap_size = max_label / label_bits let end_label = max_label - gap_size type parent = { mutable parent_label : int ; mutable parent_prev : parent ; mutable parent_next : parent ; mutable front : t ; mutable back : t ; } [ @@ deriving show ] and t = { mutable label : int ; mutable parent : parent ; mutable next : t ; mutable prev : t ; mutable invalidator : t -> unit ; id : int ; } [ @@ deriving show ] let nop ts = ( ) let rec null_parent = { parent_label = min_int ; parent_next = null_parent ; parent_prev = null_parent ; front = null ; back = null ; } and null = { label = min_int ; parent = null_parent ; prev = null ; next = null ; invalidator = nop ; id ( =- 1 ) ; } let next_id = ref 0 let id x = x . id let iter ts f = let rec loop ts = if ts == null then ( ) else ( f ts ; loop ( if ts . next == null then ts . parent . parent_next . front else ts . next ) ) in loop ts let create ( ) = let id = ! next_id in incr next_id ; let rec ts = { label = 0 ; parent { = parent_label = 0 ; parent_next = null_parent ; parent_prev = null_parent ; front = ts ; back = ts ; } ; prev = null ; next = null ; invalidator = nop ; id = id ; } in ts let is_initial ts = ts . label == 0 && ts . parent . parent_label == 0 let is_valid ts = ts . label > 0 && ts . parent . parent_label >= 0 let neg = ( lor ) min_int let pos = ( land ) ( lnot min_int ) let invalidate ts = ts . label <- neg ts . label ; ts . invalidator ts ; ts . invalidator <- nop ; ts . prev <- null ; ts . next <- null let invalidate_parent parent = parent . parent_label <- neg parent . parent_label ; let rec invalidate_ts ts = if ts != null then begin let next = ts . next in invalidate ts ; invalidate_ts next end in invalidate_ts parent . front ; parent . parent_prev <- null_parent ; parent . parent_next <- null_parent ; parent . front <- null ; parent . back <- null let compare ts ts ' = if ts == null \|\| ts ' == null then invalid_arg " TotalOrder . compare " ; let p = Pervasives . compare ( pos ts . parent . parent_label ) ( pos ts ' . parent . parent_label ) in if p != 0 then p else Pervasives . compare ( pos ts . label ) ( pos ts ' . label ) let add_next ts = if not ( is_valid ts \|\| is_initial ts ) then invalid_arg " TotalOrder . add_next " ; let parent = ts . parent in let id = ( let id = ! next_id in incr next_id ; id ) in let ts ' = if ts . next != null then begin let next = ts . next in let ts ' = { label ( = ts . label + next . label ) lsr 1 ; parent ; prev = ts ; next ; invalidator = nop ; id = id } in next . prev <- ts ' ; ts . next <- ts ' ; ts ' end else begin let ts ' = { label ( = ts . label + max_label ) lsr 1 ; parent ; prev = ts ; next = null ; invalidator = nop ; id = id } in ts . next <- ts ' ; ts ' end in if ts . label == ts ' . label then begin let rec rebalance label parent prev next = if label < end_label then begin next . label <- label ; next . parent <- parent ; if next . next != null then rebalance ( label + gap_size ) parent next next . next else parent . back <- next end else begin parent . back <- prev ; prev . next <- null ; next . prev <- null ; let parent ' = if parent . parent_next != null_parent then begin let parent_next = parent . parent_next in let parent ' = { parent_label ( = parent . parent_label + parent_next . parent_label ) lsr 1 ; parent_prev = parent_next . parent_prev ; parent_next ; front = next ; back = next ; } in parent_next . parent_prev <- parent ' ; parent . parent_next <- parent ' ; parent ' end else begin let parent ' = { parent_label ( = parent . parent_label + max_label ) lsr 1 ; parent_prev = parent ; parent_next = null_parent ; front = next ; back = next ; } in parent . parent_next <- parent ' ; parent ' end in if parent . parent_label == parent ' . parent_label then begin let rec expand lower upper count mask tau = let lo_label = lower . parent_label land ( lnot mask ) in let hi_label = lower . parent_label lor mask in let rec expand_lower lower count = if lower . parent_prev != null_parent then let lower ' = lower . parent_prev in if lower ' . parent_label >= lo_label then expand_lower lower ' ( count + 1 ) else ( lower , count ) else begin if lower . parent_label != lo_label then lower . parent_label <- lo_label ; ( lower , count ) end in let rec expand_upper upper count = if upper . parent_next != null_parent then let upper ' = upper . parent_next in if upper ' . parent_label <= hi_label then expand_upper upper ' ( count + 1 ) else ( upper , count ) else begin if upper . parent_label != hi_label then upper . parent_label <- hi_label ; ( upper , count ) end in let lower , count = expand_lower lower count in let upper , count = expand_upper upper count in if tau < float_of_int count . / float_of_int ( mask + 1 ) then expand lower upper count ( ( mask lsl 1 ) lor 1 ) ( tau . / threshold ) else ( lower , upper , lo_label , ( mask + 1 ) / count ) in let lower , upper , label , delta = expand parent parent ' 2 1 ( 1 . . / threshold ) in let rec rebalance parent label = parent . parent_label <- label ; if parent != upper && parent . parent_next != null_parent then rebalance parent . parent_next ( label + delta ) in rebalance lower label end ; rebalance ( if parent ' . parent_label == 0 then 0 else 1 ) parent ' next next end in rebalance ( if parent . parent_label == 0 then 0 else 1 ) parent parent . front parent . front end ; ts ' let splice ( ? db " " ) = ( ? inclusive = false ) ts ts ' = if compare ts ts ' > 0 then failwith ( " misordered timestamps : TotalOrder . splice " :^ db ) ; if ts . parent != ts ' . parent then begin let rec invalidate_next parent = if parent == ts ' . parent then ( ) else if parent != null_parent then begin let next = parent . parent_next in invalidate_parent parent ; invalidate_next next end else failwith ( " splice : invalidate_next : " ^ db ) in invalidate_next ts . parent . parent_next ; ts ' . parent . parent_prev <- ts . parent ; ts . parent . parent_next <- ts ' . parent ; ts ' . parent . front <- ts ' ; ts . parent . back <- ts ; let rec invalidate_prev ts = if ts != null then begin let prev = ts . prev in invalidate ts ; invalidate_prev prev end in invalidate_prev ts ' . prev ; ts ' . prev <- null ; let rec invalidate_next ts = if ts != null then begin let next = ts . next in invalidate ts ; invalidate_next next end in invalidate_next ts . next ; ts . next <- null end else if ts != ts ' then begin let rec invalidate_next ts = if ts == ts ' then ( ) else if ts != null then begin let next = ts . next in invalidate ts ; invalidate_next next end else failwith ( " splice : invalidate_next # 2 : " ^ db ) in invalidate_next ts . next ; ts ' . prev <- ts ; ts . next <- ts ' end ; if inclusive then begin Printf . eprintf " inclusive remove \ n " ; let remove ts = if ts . prev == null then begin if ts . next == null then begin if ts . parent . parent_next != null_parent then ts . parent . parent_next . parent_prev <- ts . parent . parent_prev ; if ts . parent . parent_prev != null_parent then ts . parent . parent_prev . parent_next <- ts . parent . parent_next ; invalidate_parent ts . parent end else begin ts . next . prev <- null ; ts . parent . front <- ts . next ; invalidate ts end end else begin if ts . next == null then begin ts . prev . next <- null ; ts . parent . back <- ts . prev ; invalidate ts end else begin ts . prev . next <- ts . next ; ts . next . prev <- ts . prev ; invalidate ts end end in if not ( is_initial ts ) then remove ts ; if ts ' != ts then remove ts ' end let set_invalidator ts invalidator = if not ( is_valid ts ) then invalid_arg " TotalOrder . set_invalidator " ; ts . invalidator <- invalidator let reset_invalidator ts = if not ( is_valid ts ) then invalid_arg " TotalOrder . reset_invalidator " ; ts . invalidator <- nop end
module Stable = struct open Core_kernel . Core_kernel_stable module V1 = struct type ( ' key , ' a , ' cmp , ' enum ) t = ( ' key , ' a , ' cmp ) Map . V1 . t module type Key = sig type t [ @@ deriving sexp , bin_io , compare , enumerate ] end module type Key_with_witnesses = sig include Key include Comparator . V1 . S with type t := t include Enumeration . S with type t := t end module type S = sig module Key : sig type t [ @@ deriving sexp , bin_io , compare , enumerate ] end type comparator_witness type enumeration_witness type nonrec ' a t = ( Key . t , ' a , comparator_witness , enumeration_witness ) t [ @@ deriving bin_io , sexp , compare ] end module Make_with_witnesses ( Key : Key_with_witnesses ) = struct module Key = struct include Key include Comparable . V1 . Make ( Key ) end type comparator_witness = Key . comparator_witness type enumeration_witness = Key . enumeration_witness type nonrec ' a t = ' a Key . Map . t [ @@ deriving bin_io , sexp , compare ] end end end
type ( ' key , ' a , ' cmp , ' enum ) t = ( ' key , ' a , ' cmp , ' enum ) Stable . V1 . t
let to_map t = t
let key_not_in_enumeration t key = failwiths ~ here [ :% here ] " Key was not provided in the enumeration given to [ Total_map . Make ] " key ( Map . comparator t ) . sexp_of_t ; ;
let change t k ~ f = Map . update t k ~ f ( : function \| Some x -> f x \| None -> key_not_in_enumeration t k ) ; ;
let find t k = match Map . find t k with \| Some x -> x \| None -> key_not_in_enumeration t k ; ;
let pair t1 t2 key = function \| ` Left _ -> key_not_in_enumeration t2 key \| ` Right _ -> key_not_in_enumeration t1 key \| ` Both ( v1 , v2 ) -> v1 , v2 ; ;
let iter2 t1 t2 ~ f = Map . iter2 t1 t2 ~ f ( : fun ~ key ~ data -> let v1 , v2 = pair t1 t2 key data in f ~ key v1 v2 ) ; ;
let fold2 t1 t2 ~ init ~ f = Map . fold2 t1 t2 ~ init ~ f ( : fun ~ key ~ data acc -> let v1 , v2 = pair t1 t2 key data in f ~ key v1 v2 acc ) ; ;
let map2 t1 t2 ~ f = Map . merge t1 t2 ~ f ( : fun ~ key v -> let v1 , v2 = pair t1 t2 key v in Some ( f v1 v2 ) ) ; ;
let set t key data = Map . set t ~ key ~ data
module Sequence ( A : Applicative ) = struct let sequence t = List . fold ( Map . to_alist t ) ~ init ( : A . return ( Map . Using_comparator . empty ~ comparator ( : Map . comparator t ) ) ) ~ f ( : fun acc ( key , data ) -> A . map2 acc data ~ f ( : fun acc data -> Map . set acc ~ key ~ data ) ) ; ; end open Map let data = data let for_all = for_all let iter = iter let iter_keys = iter_keys let iteri = iteri let map = map let mapi = mapi let fold = fold let fold_right = fold_right let to_alist = to_alist end
module type Key = sig type t [ @@ deriving sexp , bin_io , compare , enumerate ] end
module type Key_with_witnesses = sig include Key include Comparator . S with type t := t include Enumeration . S with type t := t end
module type S = sig module Key : Key type comparator_witness type enumeration_witness type nonrec ' a t = ( Key . t , ' a , comparator_witness , enumeration_witness ) t [ @@ deriving sexp , bin_io , compare ] include Applicative with type ' a t := ' a t val create : ( Key . t -> ' a ) -> ' a t val create_const : ' a -> ' a t end
module Make_with_witnesses ( Key : sig include Key include Comparator . S with type t := t include Enumeration . S with type t := t end ) = struct module Key = struct include Key include Comparable . Make_binable_using_comparator ( Key ) end type comparator_witness = Key . comparator_witness type enumeration_witness = Key . enumeration_witness type ' a t = ' a Key . Map . t [ @@ deriving sexp , compare ] let all_set = Key . Set . of_list Key . all let validate_map_from_serialization map = let keys = Map . key_set map in let keys_minus_all = Set . diff keys all_set in let all_minus_keys = Set . diff all_set keys in Validate . maybe_raise ( Validate . of_list [ ( if Set . is_empty keys_minus_all then Validate . pass else Validate . fails " map from serialization has keys not provided in the enumeration " keys_minus_all [ % sexp_of : Key . Set . t ] ) ; ( if Set . is_empty all_minus_keys then Validate . pass else Validate . fails " map from serialization doesn ' t have keys it should have " all_minus_keys [ % sexp_of : Key . Set . t ] ) ] ) ; ; let t_of_sexp a_of_sexp sexp = let t = t_of_sexp a_of_sexp sexp in validate_map_from_serialization t ; t ; ; include Bin_prot . Utils . Make_binable1_without_uuid [ @ alert " - legacy " ] ( struct type nonrec ' a t = ' a t module Binable = Key . Map let to_binable x = x let of_binable x = validate_map_from_serialization x ; x ; ; end ) let create f = List . fold Key . all ~ init : Key . Map . empty ~ f ( : fun t key -> Map . set t ~ key ~ data ( : f key ) ) ; ; let create_const x = create ( fun _ -> x ) include Applicative . Make ( struct type nonrec ' a t = ' a t let return = create_const let apply t1 t2 = map2 t1 t2 ~ f ( : fun f x -> f x ) let map = ` Custom map end ) end
module Make ( Key : Key ) = Make_with_witnesses ( struct include Key include Comparable . Make_binable ( Key ) include Enumeration . Make ( Key ) end )
let repo_docdir_owner_repo_and_path_from_doc_uri uri = let uri_error uri = R . msgf " Could not derive publication directory $ PATH from opam doc \ field value % a ; expected the pattern \ $ SCHEME ://$ OWNER . github . io /$ REPO /$ PATH " String . dump uri in match Topkg_care . Text . split_uri ~ rel : true uri with \| None -> Error ( uri_error uri ) uri \| Some ( _ , host , path ) path -> if path = " " then Error ( uri_error uri ) uri else ( match String . cut ~ sep " . " : host with \| Some ( owner , g ) g when String . equal g " github . io " -> Ok owner \| _ -> Error ( uri_error uri ) uri ) uri >>= fun owner -> match String . cut ~ sep " " :/ path with \| None -> Error ( uri_error uri ) uri \| Some ( repo , ) " " -> Ok ( owner , repo , Fpath . v ) " . " \| Some ( repo , path ) path -> ( Fpath . of_string path >>\| fun p -> owner , repo , Fpath . rem_empty_seg p ) p \|> R . reword_error_msg ( fun _ -> uri_error uri ) uri
let publish_doc_gh_pages uri name version docdir = Fpath . of_string docdir >>= fun docdir -> repo_docdir_owner_repo_and_path_from_doc_uri uri >>= fun ( owner , repo , dir ) dir -> let remote = strf " git @@ github . com :% s /% s . git " owner repo in let git_for_repo r = Cmd . of_list ( Topkg . Cmd . to_list @@ Topkg . Vcs . cmd r ) r in let create_empty_gh_pages git = let msg = " Initial commit by topkg . " in let create ( ) = OS . Cmd . run Cmd ( . v " git " % " init ) " >>= fun ( ) -> Topkg . Vcs . get ( ) >>= fun repo -> Ok ( git_for_repo repo ) repo >>= fun git -> OS . Cmd . run Cmd ( . git % " checkout " % " -- orphan " % " gh - pages ) " >>= fun ( ) -> OS . File . write ( Fpath . v " README ) " " " >>= fun ( ) -> OS . Cmd . run Cmd ( . git % " add " % " README ) " >>= fun ( ) -> OS . Cmd . run Cmd ( . git % " commit " % " README " % " - m " % msg ) msg in OS . Dir . with_tmp " gh - pages -% s . tmp " ( fun dir ( ) -> OS . Dir . with_current dir create ( ) \|> R . join >>= fun ( ) -> OS . Cmd . run Cmd ( . git % " fetch " % Fpath . to_string dir % " gh - pages ) " ) ( ) \|> R . join in Topkg . Vcs . get ( ) >>= fun repo -> Ok ( git_for_repo repo ) repo >>= fun git -> ( match OS . Cmd . run Cmd ( . git % " fetch " % remote % " gh - pages ) " with \| Ok ( ) -> Ok ( ) \| Error _ -> create_empty_gh_pages git ) git >>= fun ( ) -> ( OS . Cmd . run_out Cmd ( . git % " rev - parse " % " FETCH_HEAD ) " \|> OS . Cmd . to_string ) to_string >>= fun id -> OS . Cmd . run Cmd ( . git % " branch " % " - f " % " gh - pages " % id ) id >>= fun ( ) -> Topkg_care . Delegate . publish_in_git_branch ~ remote ~ branch " : gh - pages " ~ name ~ version ~ docdir ~ dir >>= fun ( ) -> Ok 0
let repo_and_owner_of_uri uri = let uri_error uri = R . msgf " Could not derive owner and repo from opam dev - repo \ field value % a ; expected the pattern \ $ SCHEME ://$ HOST /$ OWNER /$ REPO [ REPO . $ EXT ] EXT [ EXT /$ DIR ] DIR " String . dump uri in match Topkg_care . Text . split_uri ~ rel : true uri with \| None -> Error ( uri_error uri ) uri \| Some ( _ , _ , path ) path -> if path = " " then Error ( uri_error uri ) uri else match String . cut ~ sep " " :/ path with \| None -> Error ( uri_error uri ) uri \| Some ( owner , path ) path -> let repo = match String . cut ~ sep " " :/ path with \| None -> path \| Some ( repo , path ) path -> repo in begin Fpath . of_string repo >>= fun repo -> Ok ( owner , Fpath ( . to_string @@ rem_ext repo ) repo ) repo end \|> R . reword_error_msg ( fun _ -> uri_error uri ) uri
let steal_opam_publish_github_auth ( ) = let opam = Cmd ( . v " opam ) " in let publish = Fpath . v " plugins / opam - publish " in OS . Cmd . exists opam >>= function \| false -> Ok None \| true -> OS . Cmd ( . run_out Cmd ( . opam % " var " % " root ) " \|> to_string ) to_string >>= fun root -> Fpath . of_string root >>= fun root -> OS . Path . query Fpath ( . root // publish / ( " $ user ) user . token ) " >>= function \| [ ] -> Ok None \| ( file , defs ) defs :: _ -> OS . File . read file >>= fun token -> Ok ( Some ( strf " % s :% s " ( String . Map . get " user " defs ) defs token ) token ) token
let github_auth ~ owner = match steal_opam_publish_github_auth ( ) \|> Logs . on_error_msg ~ use ( : fun _ -> None ) None with \| Some auth -> auth \| None -> OS . Env ( . value " TOPKG_GITHUB_AUTH " string ~ absent : owner ) owner
let create_release_json version msg = let escape_for_json s = let len = String . length s in let max = len - 1 in let rec escaped_len i l = if i > max then l else match String . get s i with \| ' \\ ' \| ' " \ ' \| ' \ n ' \| ' \ r ' \| ' \ t ' -> escaped_len ( i + 1 ) 1 ( l + 2 ) 2 \| _ -> escaped_len ( i + 1 ) 1 ( l + 1 ) 1 in let escaped_len = escaped_len 0 0 in if escaped_len = len then s else let b = Bytes . create escaped_len in let rec loop i k = if i > max then Bytes . unsafe_to_string b else match String . get s i with \| ( ' \\ ' \| ' " \ ' \| ' \ n ' \| ' \ r ' \| ' \ t ' as c ) c -> Bytes . set b k ' \\ ' ; let c = match c with \| ' \\ ' -> ' \\ ' \| ' " \ ' -> ' " \ ' \| ' \ n ' -> ' n ' \| ' \ r ' -> ' r ' \| ' \ t ' -> ' t ' \| _ -> assert false in Bytes . set b ( k + 1 ) 1 c ; loop ( i + 1 ) 1 ( k + 2 ) 2 \| c -> Bytes . set b k c ; loop ( i + 1 ) 1 ( k + 1 ) 1 in loop 0 0 in strf { " " \ tag_name " \ : " \% s " , \ \ " \ body " \ : " \% s " \ } " ( escape_for_json version ) version ( escape_for_json msg ) msg
let run_with_auth auth curl = let auth = strf " - u % s " auth in OS . Cmd ( . in_string auth \|> run_io curl ) curl
let curl_create_release curl version msg owner repo = let parse_release_id resp = let headers = String . cuts ~ sep " :\ r \ n " resp in try let not_slash c = not ( Char . equal ' / ' c ) c in let loc = List . find ( String . is_prefix ~ affix " : Location ) " : headers in let id = String . take ~ rev : true ~ sat : not_slash loc in match String . to_int id with \| None -> R . error_msgf " Could not parse id from location header % S " loc \| Some id -> Ok id with Not_found -> R . error_msgf " Could not find release id in response :\ n % s . " ( String . concat ~ sep " :\ n " headers ) headers in let data = create_release_json version msg in let uri = strf " https :// api . github . com / repos /% s /% s / releases " owner repo in let auth = github_auth ~ owner in let cmd = Cmd ( . curl % " - D " % " " - % " -- data " % data % uri ) uri in run_with_auth auth cmd \|> OS . Cmd . to_string ~ trim : false >>= parse_release_id
let curl_upload_archive curl archive owner repo release_id = let uri = strf " https :// uploads . github . com / repos /% s /% s / releases /% d / assets ? name =% s " owner repo release_id ( Fpath . filename archive ) archive in let auth = github_auth ~ owner in let data = Cmd ( . v " -- data - binary " % strf " @@% s " ( Fpath . to_string archive ) archive ) archive in let ctype = Cmd ( . v " - H " % " Content - Type : application / x - tar ) " in let cmd = Cmd ( . curl %% ctype %% data % uri ) uri in OS . Cmd ( . run_with_auth auth cmd \|> to_stdout ) to_stdout
let publish_distrib uri name version msg archive = let git_for_repo r = Cmd . of_list ( Topkg . Cmd . to_list @@ Topkg . Vcs . cmd r ) r in let curl = Cmd ( . v " curl " % " - L " % " - s " % " - S " % " - K " % ) " " - in Fpath . of_string archive >>= fun archive -> OS . Cmd . must_exist curl >>= fun curl -> Topkg . Vcs . get ( ) >>= fun repo -> Ok ( git_for_repo repo ) repo >>= fun git -> OS . Cmd . run Cmd ( . git % " push " % " -- force " % " -- tags ) " >>= fun ( ) -> repo_and_owner_of_uri uri >>= fun ( owner , repo ) repo -> curl_create_release curl version msg owner repo >>= fun id -> curl_upload_archive curl archive owner repo id >>= fun ( ) -> Ok 0
let unsupported = Ok 1
let publish = function publish_distrib uri name version msg archive publish_doc_gh_pages uri name version docdir unsupported unsupported
let ipc_cmd args = begin match args with \| verbosity :: req -> Logs . level_of_string verbosity >>= fun logs_level -> Topkg . Log . level_of_string verbosity >>= fun topkg_level -> Topkg . Log . set_level topkg_level ; Logs . set_level logs_level ; request req \| [ ] -> R . error_msg " malformed delegate request , verbosity is missing " end \|> Logs . on_error_msg ~ use ( : fun ( ) -> 2 ) 2
let main_cmd ( ) = ` Help ( ` Pager , None ) None
let ipc_cmd = let doc = " Delegate request IPCs " in let man = [ ` S " DESCRIPTION " ; ` P " The ( $ tname ) tname command implements the topkg delegate protocol . See topkg - delegate ( delegate7 ) delegate7 and ( $ mname ) mname ( $ b , -- help ) help for more information . " ] in let args = let doc = " IPC call arguments " in Arg ( . value ( pos_all string [ ] & info [ ] ~ doc ~ docv " : ARG ) ) " in let info = Term . info " ipc " ~ doc ~ man in let t = Term ( . const ipc_cmd $ args ) args in ( t , info ) info
let main_cmd = let doc = " Topkg ' s toy GitHub delegate " in let envs = [ Term . env_info " TOPKG_GITHUB_AUTH " ~ doc " : GitHub authentication data , see the section GITHUB AUTHENTICATION for details . " ] in let man_xrefs = [ ` Tool " topkg " ] in let man = [ ` S " DESCRIPTION " ; ` P ( " $ mname ) mname is a toy topkg delegate for GitHub . It will disappear once a decent GitHub delegate emerges . For more information about topkg delegates , see topkg - delegate ( delegate7 ) delegate7 . " ; ` P " This delegate only supports the following delegations " ; : ` I ( ( " $ b , topkg publish doc ) doc " , " Commits and pushes the documentation to the gh - pages of the source repository . The publication directory PATH in the branch is determined by matching the opam ' doc ' field against the pattern SCHEME :// OWNER . github . io / REPO / PATH ) . " ; ` I ( ( " $ b , topkg publish distrib ) distrib " , " This requires curl ( curl1 ) curl1 . Creates a GitHub release with the version and publication message given to the delegate and uploads the distribution archive as a release artefact . This requires GitHub authentication , see section GITHUB AUTHENTICATION for details . Also bear in mind that error reporting ( e . g . if the release already exists ) exists is made of raw JSON responses and thus very user - unfriendly ) . " ; ` S " GITHUB AUTHENTICATION " ; ` P " This being a toy delegate , you get toy authentication . Here are the steps , in order , that are tried to authenticate you on GitHub . " ; ` I ( " 1 . opam - publish token stealing . " , " If you have already used opam - publish , an authorization token was generated for it that is keept in ( \\$ opam config var root ) root / plugins / opam - publish ( /\\$ user ) user . token . If such a file exists , ( \\$ user ) user and the corresponding token will be used for authentication ) . " ; ` I ( " 2 . Environment variable . " , " You scan specify the user and the password or token using the TOPKG_GITHUB_AUTH environment variable with a username : token value , see ( $ i , https :// developer . github . com / v3 / auth ) ) . " ; / ` I ( " 3 . Cli prompt . " , " As a last resort the username used for authentication is the name of the GitHub owner of the repo ( determined from the ( $ i , DISTRIB_URI ) DISTRIB_URI URI , itself determined from the ' dev - repo ' field of the opam file , see topkg - delegate ( delegate7 ) delegate7 and topkg ' s API documentation for more details ) details ; in this case your GitHub password will be prompted twice on the command line by curl ( ugh ) ugh ) ] . " in let version = " %% VERSION " %% in Term ( . ret ( const main_cmd $ const ( ) ) ) , Term . info " toy - github - topkg - delegate " ~ version ~ doc ~ envs ~ man ~ man_xrefs
let main ( ) = Topkg . Private . disable_main ( ) ; match Term . eval_choice main_cmd [ ipc_cmd ] ipc_cmd with \| ` Error _ -> exit 3 \| ` Ok ret -> exit ret \| _ -> exit 0
let ( ) = main ( )
let entity sp = SP . ( nest ( parens ( sp ) ) )
type ' a repr = var_count : int -> SP . t
type ' a observation = SP . t
let lambda f = fun ~ var_count -> let var_name = sprintf " var % d " var_count in let var_repr = fun ~ var_count -> SP . string var_name in let applied = f var_repr ~ var_count ( : var_count + 1 ) in entity SP . ( string " λ " ^^ string var_name ^^ string " " → ^^ applied )
let apply f v = fun ~ var_count -> entity ( SP . separate SP . space [ f ~ var_count ; v ~ var_count ] )
let observe f = f ( ) ~ var_count : 0
let to_unit x = fun ~ var_count -> entity SP . ( x ~ var_count ^^ string " :> unit " )
let list l = fun ~ var_count -> SP . nest ( OCaml . list ( fun a -> a ~ var_count ) l )
let list_map l ~ f = let open SP in fun ~ var_count -> entity ( string " List . map " ^^ nest ( string " ~ f " : ^^ f ~ var_count ) ^^ l ~ var_count ) type t = SP . t let input_value name kv = let open SP in fun ~ var_count -> entity ( ksprintf string " input -% s " name ^^ ( OCaml . list ( fun ( k , v ) -> parens ( string k ^-^ string " " : ^^ string v ) ) kv ) ) let function_call name params = let open SP in entity ( ksprintf string " % s " name ^^ ( OCaml . list ( fun ( k , v ) -> parens ( string k ^-^ string " " : ^^ v ) ) params ) ) let string = SP . string end )
let failwithf fmt = ksprintf failwith fmt
type parameters = { color_input : name : string -> attributes : ( string * string ) list -> string option ; }
let default_parameters = { color_input = ( fun ~ name ~ attributes -> None ) ; }
module Tree = struct type box = { id : string ; name : string ; attributes : ( string * string ) list } type arrow = { label : string ; points_to : t } and t = [ \| ` Variable of string * string \| ` Lambda of string * string * t \| ` Apply of string * t * t \| ` String of string \| ` Input_value of box \| ` Node of box * arrow list ] let node_count = ref 0 let id_style = ` Structural module Index_anything = struct type e = E : ' a -> e let count = ref 0 let nodes : ( e * int ) list ref = ref [ ] let get v = match List . find ! nodes ~ f ( : fun ( ee , _ ) -> ee = E v ) with \| Some ( _ , i ) -> i \| None -> incr count ; nodes := ( E v , ! count ) :: ! nodes ; ! count end let make_id a = match a , id_style with \| _ , ` Unique \| ` Unique , _ -> incr node_count ; sprintf " node % 03d " ! node_count \| ` Of v , ` Structural -> Index_anything . get v \|> sprintf " id % d " let arrow label points_to = { label ; points_to } let variable id name = ` Variable ( make_id ( ` Of id ) , name ) let lambda varname expr = ` Lambda ( make_id ( ` Of ( varname , expr ) ) , varname , expr ) let apply f v = ` Apply ( make_id ( ` Of ( f , v ) ) , f , v ) let string s = ` String s let node ? id ( ? a = [ ] ) name l : t = let id = match id with \| Some i -> i \| None -> make_id ( ` Of ( name , a , l ) ) in ` Node ( { id ; name ; attributes = a } , l ) let input_value ( ? a = [ ] ) name : t = let id = make_id ( ` Of ( name , a ) ) in ` Input_value { id ; name ; attributes = a } let to_dot t ~ parameters = let open SmartPrint in let semicolon = string " ; " in let sentence sp = sp ^-^ semicolon ^-^ newline in let dot_attributes l = brakets ( List . map l ~ f ( : fun ( k , v ) -> string k ^^ string " " = ^^ v ) \|> separate ( semicolon ) ) in let in_quotes s = ksprintf string " " \% s " " \ s in let label_attribute lab = ( " label " , in_quotes lab ) in let font_name ` Mono = ( " fontname " , in_quotes " monospace " ) in let font_size = function \| ` Small -> ( " fontsize " , in_quotes " 12 " ) \| ` Default -> ( " fontsize " , in_quotes " 16 " ) in let dot_arrow src dest = string src ^^ string " " -> ^^ string dest in let id_of = function \| ` Lambda ( id , _ , _ ) -> id \| ` Apply ( id , _ , _ ) -> id \| ` Variable ( id , _ ) -> id \| ` String s -> assert false \| ` Input_value { id ; _ } -> id \| ` Node ( { id ; _ } , _ ) -> id in let label name attributes = match attributes with \| [ ] -> name \| _ -> sprintf " { < f0 >% s \|< f1 > % s \\ l } " name ( List . map attributes ~ f ( : fun ( k , v ) -> sprintf " % s : % s " k v ) \|> String . concat " \\ l " ) in let one o = [ o ] in let rec go = function \| ` Variable ( _ , s ) as v -> let id = id_of v in sentence ( string id ^^ dot_attributes [ label_attribute ( label s [ ] ) ; font_name ` Mono ; " shape " , in_quotes " hexagon " ; ] ) \|> one \| ` Lambda ( id , v , expr ) -> [ string " subgraph " ^^ ksprintf string " cluster_ % s " id ^^ braces ( ( sentence ( string " color = grey " ) :: sentence ( string " style = rounded " ) :: sentence ( string " penwidth = 4 " ) :: go ( node ~ id ( sprintf " Lambda % s " v ) [ arrow " Expr " expr ] ) ) \|> List . dedup \|> separate empty ) ^-^ newline ] \| ` Apply ( id , f , v ) -> go ( node ~ id " Apply F ( X ) " [ arrow " F " f ; arrow " X " v ] ) \| ` String s -> failwithf " ` String % S -> should have been eliminated " s \| ` Input_value { id ; name ; attributes } -> let color = parameters . color_input ~ name ~ attributes \|> Option . value ~ default " : black " in sentence ( string id ^^ dot_attributes [ label_attribute ( label name attributes ) ; font_name ` Mono ; " shape " , in_quotes " Mrecord " ; " color " , in_quotes color ; ] ) \|> one \| ` Node ( { id ; name ; attributes } , trees ) -> sentence ( string id ^^ dot_attributes [ label_attribute ( label name attributes ) ; font_name ` Mono ; " shape " , in_quotes " Mrecord " ; ] ) :: List . concat_map trees ~ f ( : fun { label ; points_to } -> sentence ( dot_arrow ( id_of points_to ) id ^^ dot_attributes [ label_attribute label ; font_size ` Small ; ] ) :: go points_to ) in let dot = string " digraph target_graph " ^^ braces ( nest ( sentence ( string " graph " ^^ dot_attributes [ " rankdir " , in_quotes " LR " ; font_size ` Default ; ] ) ^-^ ( go t \|> List . dedup \|> separate empty ) ) ) in dot end
type ' a repr = var_count : int -> Tree . t
type ' a observation = parameters : parameters -> SmartPrint . t
let lambda f = fun ~ var_count -> let var_name = sprintf " Var_ % d " var_count in let var_repr_fake = fun ~ var_count -> Tree . string var_name in let applied_once = f var_repr_fake ~ var_count ( : var_count + 1 ) in let var_repr = fun ~ var_count -> Tree . variable applied_once var_name in let applied = f var_repr ~ var_count ( : var_count + 1 ) in Tree . lambda var_name applied
let apply f v = fun ~ var_count -> let func = f ~ var_count in let arg = v ~ var_count in Tree . apply func arg
let observe f = f ( ) ~ var_count : 0 \|> Tree . to_dot
let to_unit x = x
let list l = fun ~ var_count -> Tree . node " List . make " ( List . mapi ~ f ( : fun i a -> Tree . arrow ( sprintf " L % d " i ) ( a ~ var_count ) ) l )
let list_map l ~ f = fun ~ var_count -> Tree . node " List . map " [ Tree . arrow " list " ( l ~ var_count ) ; Tree . arrow " function " ( f ~ var_count ) ; ] type t = Tree . t let input_value name a ~ var_count = Tree . input_value name ~ a let function_call name params = let a , arrows = List . partition_map params ~ f ( : fun ( k , v ) -> match v with \| ` String s -> ` Fst ( k , s ) \| _ -> ` Snd ( k , v ) ) in Tree . node ~ a name ( List . map ~ f ( : fun ( k , v ) -> Tree . arrow k v ) arrows ) let string s = Tree . string s end )
module State = struct type t = { mutable last_lifecycle : Bonsai . Private . Lifecycle . Collection . t } let create ( ) = { last_lifecycle = Bonsai . Private . Lifecycle . Collection . empty } end
module Action = struct type ( ' dynamic_action , ' static_action ) t = \| Dynamic of ' dynamic_action \| Static of ' static_action [ @@ deriving sexp_of ] end
let create_generic computation ~ fresh ~ input ~ model ~ inject_dynamic ~ inject_static ~ apply_static = let environment = Bonsai . Private . Environment . ( empty \|> add_exn ~ key : fresh ~ data : input ) in let snapshot = Bonsai . Private . eval ~ environment ~ path : Bonsai . Private . Path . empty ~ clock : Incr . clock ~ model ~ inject_dynamic ~ inject_static computation in let % map view , extra = Bonsai . Private . Snapshot . result snapshot and dynamic_apply_action = Bonsai . Private . Apply_action . to_incremental ( Bonsai . Private . Snapshot . apply_action snapshot ) and lifecycle = Bonsai . Private . Snapshot . lifecycle_or_empty snapshot and model = model in let schedule_event = Vdom . Effect . Expert . handle_non_dom_event_exn in let apply_action action _state ~ schedule_action : _ = match action with \| Action . Dynamic action -> dynamic_apply_action model action ~ schedule_event \| Action . Static action -> apply_static ~ inject : inject_static ~ schedule_event model action in let on_display state ~ schedule_action : _ = let diff = Bonsai . Private . Lifecycle . Collection . diff state . State . last_lifecycle lifecycle in state . State . last_lifecycle <- lifecycle ; Vdom . Effect . Expert . handle_non_dom_event_exn diff in Incr_dom . Component . create_with_extra ~ on_display ~ extra ~ apply_action model view ; ;
let convert_generic ( type input model dynamic_action static_action extra ) ~ fresh ( ~ computation : ( model , dynamic_action , static_action , Vdom . Node . t * extra ) Bonsai . Private . Computation . t ) ~ default_model ( ~ dynamic_action_type_id : dynamic_action Type_equal . Id . t ) ( ~ static_action_type_id : static_action Type_equal . Id . t ) ~ apply_static ~ equal_model ~ sexp_of_model ~ model_of_sexp : ( module S with type Input . t = input and type Extra . t = extra ) = ( module struct module Input = struct type t = input end module Model = struct type t = model [ @@ deriving equal , sexp ] let default = default_model end module Action = struct let sexp_of_dynamic_action = Type_equal . Id . to_sexp dynamic_action_type_id let sexp_of_static_action = Type_equal . Id . to_sexp static_action_type_id type t = ( dynamic_action , static_action ) Action . t [ @@ deriving sexp_of ] end module Extra = struct type t = extra end module State = State type t = ( Action . t , Model . t , State . t , Extra . t ) Incr_dom . Component . with_extra let create ~ input ~ old_model : _ ~ model ~ inject = let inject_dynamic a = inject ( Action_unshadowed . Dynamic a ) in let inject_static a = inject ( Action_unshadowed . Static a ) in create_generic computation ~ fresh ~ input ~ model ~ inject_dynamic ~ inject_static ~ apply_static ; ; end ) ; ;
let convert_with_extra component = let fresh = Type_equal . Id . create ~ name " " : sexp_of_opaque in let var = Bonsai . Private . ( Value . named fresh \|> conceal_value ) in let component = component var \|> Bonsai . Private . reveal_computation in let ( Bonsai . Private . Computation . T { t ; model ; dynamic_action ; static_action ; apply_static } ) = component in convert_generic ~ computation : t ~ fresh ~ dynamic_action_type_id : dynamic_action ~ static_action_type_id : static_action ~ apply_static ~ default_model : model . default ~ equal_model : model . equal ~ sexp_of_model : model . sexp_of ~ model_of_sexp : model . of_sexp ; ;
let convert component = convert_with_extra ( Bonsai . Arrow_deprecated . map component ~ f ( : fun r -> r , ( ) ) ) ; ;
let flatten nested_list = List . map ( fun nodes -> Inline nodes ) nested_list
let comma is_last s = if is_last then s else s ^ " , "
let str s = Yojson . Safe . to_string ( ` String s )
let pattern s = sprintf " /% s " / s
let rule s = sprintf " . $% s " s
let pp_conflict ? prefix : _ ( ? is_last = true ) rule_list = let rules = List . map rule rule_list \|> String . concat " , " in [ Line ( sprintf " [ % s ] " rules \|> comma is_last ) ]

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