Module `Make.Lazy`Source

Sourcetype arr = Owl_lazy.Make(A).arr

Sourcetype elt = Owl_lazy.Make(A).elt

Sourcetype value = Owl_lazy.Make(A).value

Sourcetype attr = Owl_lazy.Make(A).attr

Sourcetype graph = Owl_lazy.Make(A).graph

Sourceval arr_to_value : A.arr -> value

Sourceval value_to_arr : value -> A.arr

Sourceval elt_to_value : A.elt -> value

Sourceval value_to_elt : value -> A.elt

Sourceval value_to_float : value -> float

Sourceval node_to_arr : attr Owl_graph.node -> arr

Sourceval arr_to_node : arr -> attr Owl_graph.node

Sourceval node_to_elt : attr Owl_graph.node -> elt

Sourceval elt_to_node : elt -> attr Owl_graph.node

Sourceval pack_arr : A.arr -> arr

Sourceval unpack_arr : arr -> A.arr

Sourceval pack_elt : A.elt -> elt

Sourceval unpack_elt : elt -> A.elt

Sourceval float_to_elt : float -> elt

Sourceval elt_to_float : elt -> float

Sourceval graph_to_dot : graph -> string

Sourceval graph_to_trace : graph -> string

Sourceval var_arr : ?shape:int array -> string -> arr

Sourceval var_elt : string -> elt

Sourceval const_arr : string -> A.arr -> arr

Sourceval const_elt : string -> A.elt -> elt

Sourceval assign_arr : arr -> A.arr -> unit

Sourceval assign_elt : elt -> A.elt -> unit

Sourceval unsafe_assign_arr : arr -> A.arr -> unit

Sourceval noop : arr -> arr

Sourceval empty : int array -> arr

Sourceval zeros : int array -> arr

Sourceval ones : int array -> arr

Sourceval create : int array -> elt -> arr

Sourceval sequential : ?a:elt -> ?step:elt -> int array -> arr

Sourceval uniform : ?a:elt -> ?b:elt -> int array -> arr

Sourceval gaussian : ?mu:elt -> ?sigma:elt -> int array -> arr

Sourceval bernoulli : ?p:elt -> int array -> arr

Sourceval init : int array -> (int -> elt) -> arr

Sourceval shape : arr -> int array

Sourceval numel : arr -> int

Sourceval get : arr -> int array -> elt

Sourceval set : arr -> int array -> elt -> unit

Sourceval get_slice : int list list -> arr -> arr

Sourceval set_slice : int list list -> arr -> arr -> unit

Sourceval copy : arr -> arr

Sourceval reset : arr -> unit

Sourceval reshape : arr -> int array -> arr

Sourceval reverse : arr -> arr

Sourceval tile : arr -> int array -> arr

Sourceval repeat : arr -> int array -> arr

Sourceval concatenate : ?axis:int -> arr array -> arr

Sourceval split : ?axis:int -> int array -> arr -> arr array

Sourceval draw : ?axis:int -> arr -> int -> arr * 'a array

Sourceval map : (elt -> elt) -> arr -> arr

Sourceval fold : ?axis:int -> (elt -> elt -> elt) -> elt -> arr -> arr

Sourceval scan : ?axis:int -> (elt -> elt -> elt) -> arr -> arr

Sourceval one_hot : int -> arr -> arr

Source

val lazy_print : 
  ?max_row:int ->
  ?max_col:int ->
  ?header:bool ->
  ?fmt:(A.elt -> string) ->
  arr ->
  arr

Sourceval print : ?max_row:'a -> ?max_col:'b -> ?header:'c -> ?fmt:'d -> 'e -> unit

Sourceval abs : arr -> arr

Sourceval neg : arr -> arr

Sourceval floor : arr -> arr

Sourceval ceil : arr -> arr

Sourceval round : arr -> arr

Sourceval sqr : arr -> arr

Sourceval sqrt : arr -> arr

Sourceval log : arr -> arr

Sourceval log2 : arr -> arr

Sourceval log10 : arr -> arr

Sourceval exp : arr -> arr

Sourceval sin : arr -> arr

Sourceval cos : arr -> arr

Sourceval tan : arr -> arr

Sourceval sinh : arr -> arr

Sourceval cosh : arr -> arr

Sourceval tanh : arr -> arr

Sourceval asin : arr -> arr

Sourceval acos : arr -> arr

Sourceval atan : arr -> arr

Sourceval asinh : arr -> arr

Sourceval acosh : arr -> arr

Sourceval atanh : arr -> arr

Sourceval min : ?axis:int -> ?keep_dims:bool -> arr -> arr

Sourceval max : ?axis:int -> ?keep_dims:bool -> arr -> arr

Sourceval sum : ?axis:int -> ?keep_dims:bool -> arr -> arr

Sourceval sum_reduce : ?axis:int array -> arr -> arr

Sourceval signum : arr -> arr

Sourceval sigmoid : arr -> arr

Sourceval relu : arr -> arr

Sourceval min' : arr -> elt

Sourceval max' : arr -> elt

Sourceval sum' : arr -> elt

Sourceval l1norm' : arr -> elt

Sourceval l2norm' : arr -> elt

Sourceval l2norm_sqr' : arr -> elt

Sourceval clip_by_value : ?amin:elt -> ?amax:elt -> arr -> arr

Sourceval clip_by_l2norm : elt -> arr -> arr

Sourceval pow : arr -> arr -> arr

Sourceval scalar_pow : elt -> arr -> arr

Sourceval pow_scalar : arr -> elt -> arr

Sourceval atan2 : arr -> arr -> arr

Sourceval scalar_atan2 : elt -> arr -> arr

Sourceval atan2_scalar : arr -> elt -> arr

Sourceval hypot : arr -> arr -> arr

Sourceval min2 : arr -> arr -> arr

Sourceval max2 : arr -> arr -> arr

Sourceval add : arr -> arr -> arr

Sourceval sub : arr -> arr -> arr

Sourceval mul : arr -> arr -> arr

Sourceval div : arr -> arr -> arr

Sourceval add_scalar : arr -> elt -> arr

Sourceval sub_scalar : arr -> elt -> arr

Sourceval mul_scalar : arr -> elt -> arr

Sourceval div_scalar : arr -> elt -> arr

Sourceval scalar_add : elt -> arr -> arr

Sourceval scalar_sub : elt -> arr -> arr

Sourceval scalar_mul : elt -> arr -> arr

Sourceval scalar_div : elt -> arr -> arr

Sourceval fma : arr -> arr -> arr -> arr

Sourceval elt_equal : arr -> arr -> arr

Sourceval elt_not_equal : arr -> arr -> arr

Sourceval elt_less : arr -> arr -> arr

Sourceval elt_greater : arr -> arr -> arr

Sourceval elt_less_equal : arr -> arr -> arr

Sourceval elt_greater_equal : arr -> arr -> arr

Sourceval elt_equal_scalar : arr -> elt -> arr

Sourceval elt_not_equal_scalar : arr -> elt -> arr

Sourceval elt_less_scalar : arr -> elt -> arr

Sourceval elt_greater_scalar : arr -> elt -> arr

Sourceval elt_less_equal_scalar : arr -> elt -> arr

Sourceval elt_greater_equal_scalar : arr -> elt -> arr

Sourceval conv1d : ?padding:Owl_types.padding -> arr -> arr -> int array -> arr

Sourceval conv2d : ?padding:Owl_types.padding -> arr -> arr -> int array -> arr

Sourceval conv3d : ?padding:Owl_types.padding -> arr -> arr -> int array -> arr

Source

val transpose_conv2d : 
  ?padding:Owl_types.padding ->
  arr ->
  arr ->
  int array ->
  arr

Source

val max_pool1d : 
  ?padding:Owl_types.padding ->
  arr ->
  int array ->
  int array ->
  arr

Source

val max_pool2d : 
  ?padding:Owl_types.padding ->
  arr ->
  int array ->
  int array ->
  arr

Source

val max_pool3d : 
  ?padding:Owl_types.padding ->
  arr ->
  int array ->
  int array ->
  arr

Source

val avg_pool1d : 
  ?padding:Owl_types.padding ->
  arr ->
  int array ->
  int array ->
  arr

Source

val avg_pool2d : 
  ?padding:Owl_types.padding ->
  arr ->
  int array ->
  int array ->
  arr

Source

val avg_pool3d : 
  ?padding:Owl_types.padding ->
  arr ->
  int array ->
  int array ->
  arr

Sourceval conv1d_backward_input : arr -> arr -> int array -> arr -> arr

Sourceval conv1d_backward_kernel : arr -> arr -> int array -> arr -> arr

Sourceval conv2d_backward_input : arr -> arr -> int array -> arr -> arr

Sourceval conv2d_backward_kernel : arr -> arr -> int array -> arr -> arr

Sourceval conv3d_backward_input : arr -> arr -> int array -> arr -> arr

Sourceval conv3d_backward_kernel : arr -> arr -> int array -> arr -> arr

Sourceval transpose_conv2d_backward_input : arr -> arr -> int array -> arr -> arr

Sourceval transpose_conv2d_backward_kernel : arr -> arr -> int array -> arr -> arr

Source

val max_pool1d_backward : 
  Owl_types.padding ->
  arr ->
  int array ->
  int array ->
  arr ->
  arr

Source

val max_pool2d_backward : 
  Owl_types.padding ->
  arr ->
  int array ->
  int array ->
  arr ->
  arr

Source

val max_pool3d_backward : 
  Owl_types.padding ->
  arr ->
  int array ->
  int array ->
  arr ->
  arr

Source

val avg_pool1d_backward : 
  Owl_types.padding ->
  arr ->
  int array ->
  int array ->
  arr ->
  arr

Source

val avg_pool2d_backward : 
  Owl_types.padding ->
  arr ->
  int array ->
  int array ->
  arr ->
  arr

Source

val avg_pool3d_backward : 
  Owl_types.padding ->
  arr ->
  int array ->
  int array ->
  arr ->
  arr

Sourceval row_num : arr -> int

Sourceval col_num : arr -> int

Sourceval row : arr -> 'a -> arr

Sourceval rows : arr -> int array -> arr

Sourceval copy_row_to : arr -> 'a -> 'b -> unit

Sourceval copy_col_to : arr -> 'a -> 'b -> unit

Sourceval trace : arr -> elt

Sourceval dot : arr -> arr -> arr

Sourceval transpose : ?axis:int array -> arr -> arr

Sourceval to_rows : arr -> 'a array

Sourceval of_rows : arr array -> arr

Sourceval to_cols : arr -> 'a array

Sourceval of_cols : arr array -> arr

Sourceval of_array : elt array -> int array -> arr

Sourceval of_arrays : elt array array -> arr

Source

val make_graph : 
  input:attr Owl_graph.node array ->
  output:attr Owl_graph.node array ->
  string ->
  graph

Sourceval get_inputs : graph -> attr Owl_graph.node array

Sourceval get_outputs : graph -> attr Owl_graph.node array

Source

val make_iopair : 
  graph ->
  attr Owl_graph.node array ->
  attr Owl_graph.node array ->
  unit

Sourceval update_iopair : graph -> unit

Sourceval init_inputs : (attr Owl_graph.node -> value) -> graph -> unit

Sourceval optimise : graph -> unit

Sourceval eval_elt : elt array -> unit

Sourceval eval_arr : arr array -> unit

Sourceval eval_graph : graph -> unit

package owl

Module Make.LazySource

Module `Make.Lazy`Source