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Cleaning in ERI
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306
Basis/ERI.ml
306
Basis/ERI.ml
@ -8,84 +8,13 @@ let max_ao = 1 lsl 14
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type index_pair = { first : int ; second : int }
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type index_pair = { first : int ; second : int }
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type t =
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type t = FourIdxStorage.t
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| Dense of (float, float64_elt, fortran_layout) Bigarray.Genarray.t
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| Sparse of (int, float) Hashtbl.t
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let get_chem = FourIdxStorage.get_chem
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let get_phys = FourIdxStorage.get_phys
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let key_of_indices ~r1 ~r2 =
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let set_chem = FourIdxStorage.set_chem
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let { first=i ; second=k } = r1 and { first=j ; second=l } = r2 in
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let set_phys = FourIdxStorage.set_phys
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let i,k = if i<=k then i,k else k,i
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and j,l = if j<=l then j,l else l,j in
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let i,k,j,l = if k<=l then i,k,j,l else j,l,i,k in
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((((((i lsl 15) lor k) lsl 15) lor j) lsl 15) lor l)
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let get ~r1 ~r2 = function
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| Dense t -> let { first=i ; second=k } = r1 and { first=j ; second=l } = r2 in t.{i,j,k,l}
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| Sparse t -> let key = key_of_indices ~r1 ~r2 in
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try Hashtbl.find t key
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with Not_found -> 0.
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let set ~r1 ~r2 ~value = function
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| Dense t -> let { first=i ; second=k } = r1 and { first=j ; second=l } = r2 in
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t.{i,j,k,l} <- value;
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t.{k,j,i,l} <- value;
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t.{i,l,k,j} <- value;
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t.{k,l,i,j} <- value;
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t.{j,i,l,k} <- value;
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t.{j,k,l,i} <- value;
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t.{l,i,j,k} <- value;
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t.{l,k,j,i} <- value;
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| Sparse t -> let key = key_of_indices ~r1 ~r2 in
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Hashtbl.replace t key value
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let increment ~r1 ~r2 ~value = function
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| Dense t -> let { first=i ; second=k } = r1 and { first=j ; second=l } = r2 in
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t.{i,j,k,l} <- t.{i,j,k,l} +. value;
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t.{k,j,i,l} <- t.{k,j,i,l} +. value;
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t.{i,l,k,j} <- t.{i,l,k,j} +. value;
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t.{k,l,i,j} <- t.{k,l,i,j} +. value;
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t.{j,i,l,k} <- t.{j,i,l,k} +. value;
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t.{j,k,l,i} <- t.{j,k,l,i} +. value;
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t.{l,i,j,k} <- t.{l,i,j,k} +. value;
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t.{l,k,j,i} <- t.{l,k,j,i} +. value;
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| Sparse t -> let key = key_of_indices ~r1 ~r2 in
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let old_value =
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try Hashtbl.find t key
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with Not_found -> 0.
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in
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Hashtbl.replace t key (old_value +. value)
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let create = function
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| `Dense n ->
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let eri_array =
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Genarray.create Float64 fortran_layout [| n ; n ; n ; n|]
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in
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Genarray.fill eri_array 0.;
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Dense eri_array
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| `Sparse n ->
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let eri_array = Hashtbl.create (n*n+13) in
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Hashtbl.add eri_array (-1) (float_of_int n);
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Sparse eri_array
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let size = function
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| Dense t -> Genarray.nth_dim t 3
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| Sparse t -> Hashtbl.find t (-1) |> int_of_float
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(** TODO : remove epsilons *)
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let get_chem t i j k l = get ~r1:{ first=i ; second=j } ~r2:{ first=k ; second=l } t
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let get_phys t i j k l = get ~r1:{ first=i ; second=k } ~r2:{ first=j ; second=l } t
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let set_chem t i j k l value = set ~r1:{ first=i ; second=j } ~r2:{ first=k ; second=l } ~value t
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let set_phys t i j k l value = set ~r1:{ first=i ; second=k } ~r2:{ first=j ; second=l } ~value t
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module Am = AngularMomentum
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module Am = AngularMomentum
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@ -95,7 +24,6 @@ module Bs = Basis
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module Cs = ContractedShell
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module Cs = ContractedShell
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module Csp = ContractedShellPair
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module Csp = ContractedShellPair
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let cutoff = integrals_cutoff
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(** (00|00)^m : Fundamental electron repulsion integral
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(** (00|00)^m : Fundamental electron repulsion integral
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$ \int \int \phi_p(r1) 1/r_{12} \phi_q(r2) dr_1 dr_2 $
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$ \int \int \phi_p(r1) 1/r_{12} \phi_q(r2) dr_1 dr_2 $
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@ -125,49 +53,70 @@ let zero_m ~maxm ~expo_pq_inv ~norm_pq_sq =
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result
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result
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(** Compute all the integrals of a contracted class *)
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let contracted_class_shell_pairs ?schwartz_p ?schwartz_q shell_p shell_q : float Zmap.t =
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TwoElectronRR.contracted_class_shell_pairs ~zero_m ?schwartz_p ?schwartz_q shell_p shell_q
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let contracted_class_shell_pairs_vec ?schwartz_p ?schwartz_q shell_p shell_q : float Zmap.t =
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TwoElectronRRVectorized.contracted_class_shell_pairs ~zero_m ?schwartz_p ?schwartz_q shell_p shell_q
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let contracted_class_atomic_shell_pairs ?schwartz_p ?schwartz_q shell_p shell_q : float Zmap.t =
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TwoElectronRR.contracted_class_atomic_shell_pairs ~zero_m ?schwartz_p ?schwartz_q shell_p shell_q
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(*
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let class_of_contracted_shell_pairs shell_p shell_q =
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let contracted_class_atomic_shell_pairs_vec ?schwartz_p ?schwartz_q shell_p shell_q : float Zmap.t =
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if Array.length (Csp.shell_pairs shell_p) + (Array.length (Csp.shell_pairs shell_q)) < 4 then
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TwoElectronRRVectorized.contracted_class_atomic_shell_pairs ~zero_m ?schwartz_p ?schwartz_q shell_p shell_q
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TwoElectronRR.contracted_class_shell_pairs ~zero_m shell_p shell_q
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*)
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else
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TwoElectronRRVectorized.contracted_class_shell_pairs ~zero_m shell_p shell_q
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let cutoff2 = cutoff *. cutoff
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(*
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type n_cls = { n : int ; cls : Zkey.t array }
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*)
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exception NullIntegral
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(*
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(** Unique index for integral <ij|kl> *)
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let index i j k l =
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let filter_contracted_shell_pairs ?(cutoff=integrals_cutoff) shell_pairs =
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let f i k =
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let t0 = Unix.gettimeofday () in
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let (p,r) =
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if i <= k then (i,k) else (k,i)
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let schwartz =
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in p+ (r*r-r)/2
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List.map (fun pair ->
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let cls =
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class_of_contracted_shell_pairs pair pair
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in
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(pair, Zmap.fold (fun key value accu -> max (abs_float value) accu) cls 0. )
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) shell_pairs
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|> List.filter (fun (_, schwartz_p_max) -> schwartz_p_max >= cutoff)
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|> List.map fst
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in
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in
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let p = f i k and q = f j l in
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f p q
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Printf.printf "%d shell pairs computed in %f seconds\n"
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*)
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(List.length schwartz) (Unix.gettimeofday () -. t0);
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schwartz
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let store_class ?(cutoff=integrals_cutoff) data cls shell_p shell_q =
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let to_powers x =
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let open Zkey in
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match to_powers x with
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| Three x -> x
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| _ -> assert false
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in
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Array.iteri (fun i_c powers_i ->
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let i_c = Cs.index (Csp.shell_a shell_p) + i_c + 1 in
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let xi = to_powers powers_i in
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Array.iteri (fun j_c powers_j ->
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let j_c = Cs.index (Csp.shell_b shell_p) + j_c + 1 in
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let xj = to_powers powers_j in
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Array.iteri (fun k_c powers_k ->
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let k_c = Cs.index (Csp.shell_a shell_q) + k_c + 1 in
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let xk = to_powers powers_k in
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Array.iteri (fun l_c powers_l ->
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let l_c = Cs.index (Csp.shell_b shell_q) + l_c + 1 in
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let xl = to_powers powers_l in
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let key = Zkey.of_powers_twelve xi xj xk xl in
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let value = Zmap.find cls key in
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set_chem data i_c j_c k_c l_c value;
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) (Cs.zkey_array (Csp.shell_b shell_q))
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) (Cs.zkey_array (Csp.shell_a shell_q))
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) (Cs.zkey_array (Csp.shell_b shell_p))
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) (Cs.zkey_array (Csp.shell_a shell_p))
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let of_basis basis =
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let of_basis basis =
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let to_powers x =
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let open Zkey in
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match to_powers x with
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| Three x -> x
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| _ -> assert false
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in
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let n = Bs.size basis
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let n = Bs.size basis
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and shell = Bs.contracted_shells basis
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and shell = Bs.contracted_shells basis
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@ -181,41 +130,18 @@ let of_basis basis =
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let shell_pairs =
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let shell_pairs =
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Csp.of_contracted_shell_array shell
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Csp.of_contracted_shell_array shell
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in
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in
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(*TODO
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let atomic_shell_pairs =
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Asp.of_atomic_shell_array ~cutoff atomic_shells
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in
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*)
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(* Pre-compute diagonal integrals for Schwartz *)
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(* Pre-compute diagonal integrals for Schwartz *)
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let t0 = Unix.gettimeofday () in
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let schwartz =
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let schwartz =
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List.map (fun pair ->
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filter_contracted_shell_pairs shell_pairs
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let cls =
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contracted_class_shell_pairs pair pair
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(*TODO
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contracted_class_atomic_shell_pairs pair pair
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*)
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in
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(pair, cls, Zmap.fold (fun key value accu -> max (abs_float value) accu) cls 0. )
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) shell_pairs
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|> List.filter (fun (_, _, schwartz_p_max) -> schwartz_p_max >= cutoff)
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in
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in
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Printf.printf "%d shell pairs computed in %f seconds\n"
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(List.length schwartz) (Unix.gettimeofday () -. t0);
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(* Group shell pairs by common pairs of atoms *)
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(* 4D data initialization *)
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(* 4D data initialization *)
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let eri_array =
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let eri_array =
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FourIdxStorage.create ~size:n `Dense
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(*
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(*
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create (`Dense n)
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FourIdxStorage.create ~size:n `Sparse
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*)
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*)
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create (`Sparse n)
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in
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in
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(* Compute ERIs *)
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(* Compute ERIs *)
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@ -223,11 +149,8 @@ let of_basis basis =
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let t0 = Unix.gettimeofday () in
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let t0 = Unix.gettimeofday () in
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let inn = ref 0 and out = ref 0 in
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let inn = ref 0 and out = ref 0 in
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(*TODO
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for i=0 to (Array.length atomic_shells) - 1 do
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*)
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let ishell = ref 0 in
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let ishell = ref 0 in
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List.iter (fun (shell_p, schwartz_p, schwartz_p_max) ->
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List.iter (fun shell_p ->
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let () =
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let () =
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if (Cs.index (Csp.shell_a shell_p) > !ishell) then
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if (Cs.index (Csp.shell_a shell_p) > !ishell) then
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(ishell := Cs.index (Csp.shell_a shell_p) ; print_int !ishell ; print_newline ())
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(ishell := Cs.index (Csp.shell_a shell_p) ; print_int !ishell ; print_newline ())
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@ -235,85 +158,32 @@ let of_basis basis =
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let sp =
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let sp =
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Csp.shell_pairs shell_p
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Csp.shell_pairs shell_p
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(*TODO
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Asp.atomic_shell_pairs shell_p
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*)
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in
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in
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try
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try
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List.iter (fun (shell_q, schwartz_q, schwartz_q_max) ->
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List.iter (fun shell_q ->
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let () =
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let () =
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if Cs.index (Csp.shell_a shell_q) >
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if Cs.index (Csp.shell_a shell_q) >
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Cs.index (Csp.shell_a shell_p) then
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Cs.index (Csp.shell_a shell_p) then
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raise Exit
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raise Exit
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in
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in
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let sq =
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Csp.shell_pairs shell_q
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in
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try
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let swap =
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if schwartz_p_max *. schwartz_q_max < cutoff2 then
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Array.length sp > Array.length sq
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raise NullIntegral;
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in
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let sq =
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(* Compute all the integrals of the class *)
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Csp.shell_pairs shell_q
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let f p q =
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(*TODO
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let cls = class_of_contracted_shell_pairs p q in
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Asp.atomic_shell_pairs shell_q
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store_class ~cutoff:integrals_cutoff eri_array cls p q
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*)
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in
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in
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if swap then
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f shell_q shell_p
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let swap =
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else
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Array.length sp > Array.length sq
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f shell_p shell_q
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in
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(* Compute all the integrals of the class *)
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let cls =
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if swap then
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(*TODO
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contracted_class_atomic_shell_pairs ~schwartz_p:schwartz_q ~schwartz_q:schwartz_p shell_q shell_p
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*)
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if (Array.length sp) + (Array.length sq) < 4 then
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contracted_class_shell_pairs ~schwartz_p:schwartz_q ~schwartz_q:schwartz_p shell_q shell_p
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else
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contracted_class_shell_pairs_vec ~schwartz_p:schwartz_q ~schwartz_q:schwartz_p shell_q shell_p
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else
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if (Array.length sp) + (Array.length sq) < 4 then
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contracted_class_shell_pairs ~schwartz_p ~schwartz_q shell_p shell_q
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else
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contracted_class_shell_pairs_vec ~schwartz_p ~schwartz_q shell_p shell_q
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in
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(* Write the data in the output file *)
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Array.iteri (fun i_c powers_i ->
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let i_c = Cs.index (Csp.shell_a shell_p) + i_c + 1 in
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let xi = to_powers powers_i in
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Array.iteri (fun j_c powers_j ->
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let j_c = Cs.index (Csp.shell_b shell_p) + j_c + 1 in
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let xj = to_powers powers_j in
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Array.iteri (fun k_c powers_k ->
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let k_c = Cs.index (Csp.shell_a shell_q) + k_c + 1 in
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let xk = to_powers powers_k in
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Array.iteri (fun l_c powers_l ->
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let l_c = Cs.index (Csp.shell_b shell_q) + l_c + 1 in
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let xl = to_powers powers_l in
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let key =
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if swap then
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Zkey.of_powers_twelve xk xl xi xj
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else
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Zkey.of_powers_twelve xi xj xk xl
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in
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let value =
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Zmap.find cls key
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in
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set_chem eri_array i_c j_c k_c l_c value;
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if (abs_float value > cutoff) then
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|
||||||
(inn := !inn + 1;
|
|
||||||
)
|
|
||||||
else
|
|
||||||
out := !out + 1;
|
|
||||||
) (Cs.zkey_array (Csp.shell_b shell_q))
|
|
||||||
) (Cs.zkey_array (Csp.shell_a shell_q))
|
|
||||||
) (Cs.zkey_array (Csp.shell_b shell_p))
|
|
||||||
) (Cs.zkey_array (Csp.shell_a shell_p))
|
|
||||||
with NullIntegral -> ()
|
|
||||||
) schwartz
|
) schwartz
|
||||||
with Exit -> ()
|
with Exit -> ()
|
||||||
) schwartz;
|
) schwartz;
|
||||||
@ -323,19 +193,7 @@ let of_basis basis =
|
|||||||
|
|
||||||
|
|
||||||
(** Write all integrals to a file with the <ij|kl> convention *)
|
(** Write all integrals to a file with the <ij|kl> convention *)
|
||||||
let to_file ~filename eri_array =
|
let to_file = FourIdxStorage.to_file
|
||||||
let oc = open_out filename in
|
|
||||||
(* Print ERIs *)
|
|
||||||
for l_c=1 to size eri_array do
|
|
||||||
for k_c=1 to l_c do
|
|
||||||
for j_c=1 to l_c do
|
|
||||||
for i_c=1 to k_c do
|
|
||||||
let value = get_phys eri_array i_c j_c k_c l_c in
|
|
||||||
if (abs_float value > cutoff) then
|
|
||||||
Printf.fprintf oc " %5d %5d %5d %5d%20.15f\n" i_c j_c k_c l_c value;
|
|
||||||
done;
|
|
||||||
done;
|
|
||||||
done;
|
|
||||||
done;
|
|
||||||
close_out oc
|
|
||||||
|
|
||||||
|
@ -1,28 +1,28 @@
|
|||||||
|
(** Electron repulsion intergals. *)
|
||||||
|
|
||||||
type t
|
type t
|
||||||
|
|
||||||
|
(*
|
||||||
|
val filter_atomic_shell_pairs : ?cutoff:float -> AtomicShellPair.t list -> AtomicShellPair.t list
|
||||||
|
(** Uses Schwartz screening on atomic shell pairs. *)
|
||||||
|
*)
|
||||||
|
|
||||||
|
val filter_contracted_shell_pairs : ?cutoff:float -> ContractedShellPair.t list -> ContractedShellPair.t list
|
||||||
|
(** Uses Schwartz screening on contracted shell pairs. *)
|
||||||
|
|
||||||
|
val class_of_contracted_shell_pairs : ContractedShellPair.t -> ContractedShellPair.t -> float Zmap.t
|
||||||
|
(** Computes all the ERI of the class built from th combination of two contracted shell pairs. *)
|
||||||
|
|
||||||
|
|
||||||
val get_chem : t -> int -> int -> int -> int -> float
|
val get_chem : t -> int -> int -> int -> int -> float
|
||||||
|
(** Get an integral using the Chemist's convention { \[ (ij|kl) \] }. *)
|
||||||
|
|
||||||
val get_phys : t -> int -> int -> int -> int -> float
|
val get_phys : t -> int -> int -> int -> int -> float
|
||||||
|
(** Get an integral using the Physicist's convention { \[ \langle ij|kl \rangle \] }. *)
|
||||||
val zero_m : maxm:int -> expo_pq_inv:float -> norm_pq_sq:float -> float array
|
|
||||||
|
|
||||||
val contracted_class_shell_pairs :
|
|
||||||
?schwartz_p:float Zmap.t ->
|
|
||||||
?schwartz_q:float Zmap.t ->
|
|
||||||
ContractedShellPair.t ->
|
|
||||||
ContractedShellPair.t -> float Zmap.t
|
|
||||||
|
|
||||||
val contracted_class_shell_pairs_vec :
|
|
||||||
?schwartz_p:float Zmap.t ->
|
|
||||||
?schwartz_q:float Zmap.t ->
|
|
||||||
ContractedShellPair.t ->
|
|
||||||
ContractedShellPair.t -> float Zmap.t
|
|
||||||
|
|
||||||
val contracted_class_atomic_shell_pairs :
|
|
||||||
?schwartz_p:float Zmap.t ->
|
|
||||||
?schwartz_q:float Zmap.t ->
|
|
||||||
AtomicShellPair.t ->
|
|
||||||
AtomicShellPair.t -> float Zmap.t
|
|
||||||
|
|
||||||
val of_basis : Basis.t -> t
|
val of_basis : Basis.t -> t
|
||||||
|
(** Compute all ERI's for a given {!Basis.t}. *)
|
||||||
|
|
||||||
val to_file : filename:string -> t -> unit
|
val to_file : ?cutoff:float -> filename:string -> t -> unit
|
||||||
|
(** Write the ERI's to a file, using the Physicist's convention. *)
|
||||||
|
|
||||||
|
123
Utils/FourIdxStorage.ml
Normal file
123
Utils/FourIdxStorage.ml
Normal file
@ -0,0 +1,123 @@
|
|||||||
|
let max_index = 1 lsl 14
|
||||||
|
|
||||||
|
type index_pair = { first : int ; second : int }
|
||||||
|
|
||||||
|
type storage_t =
|
||||||
|
| Dense of (float, Bigarray.float64_elt, Bigarray.fortran_layout) Bigarray.Genarray.t
|
||||||
|
| Sparse of (int, float) Hashtbl.t
|
||||||
|
|
||||||
|
type t =
|
||||||
|
{
|
||||||
|
size : int ;
|
||||||
|
four_index : storage_t ;
|
||||||
|
}
|
||||||
|
|
||||||
|
let key_of_indices ~r1 ~r2 =
|
||||||
|
let { first=i ; second=k } = r1 and { first=j ; second=l } = r2 in
|
||||||
|
let f i k =
|
||||||
|
let p, r =
|
||||||
|
if i <= k then i, k else k, i
|
||||||
|
in p+ (r*r-r)/2
|
||||||
|
in
|
||||||
|
let p = f i k and q = f j l in
|
||||||
|
f p q
|
||||||
|
|
||||||
|
|
||||||
|
let get_four_index ~r1 ~r2 t =
|
||||||
|
match t.four_index with
|
||||||
|
| Dense t -> let { first=i ; second=k } = r1 and { first=j ; second=l } = r2 in t.{i,j,k,l}
|
||||||
|
| Sparse t -> let key = key_of_indices ~r1 ~r2 in
|
||||||
|
try Hashtbl.find t key
|
||||||
|
with Not_found -> 0.
|
||||||
|
|
||||||
|
|
||||||
|
let set_four_index ~r1 ~r2 ~value t =
|
||||||
|
match t.four_index with
|
||||||
|
| Dense t -> let { first=i ; second=k } = r1 and { first=j ; second=l } = r2 in
|
||||||
|
t.{i,j,k,l} <- value;
|
||||||
|
t.{k,j,i,l} <- value;
|
||||||
|
t.{i,l,k,j} <- value;
|
||||||
|
t.{k,l,i,j} <- value;
|
||||||
|
t.{j,i,l,k} <- value;
|
||||||
|
t.{j,k,l,i} <- value;
|
||||||
|
t.{l,i,j,k} <- value;
|
||||||
|
t.{l,k,j,i} <- value;
|
||||||
|
|
||||||
|
| Sparse t -> let key = key_of_indices ~r1 ~r2 in
|
||||||
|
Hashtbl.replace t key value
|
||||||
|
|
||||||
|
|
||||||
|
let increment_four_index ~r1 ~r2 ~value x =
|
||||||
|
match x.four_index with
|
||||||
|
| Dense t -> let { first=i ; second=k } = r1 and { first=j ; second=l } = r2 in
|
||||||
|
t.{i,j,k,l} <- t.{i,j,k,l} +. value;
|
||||||
|
t.{k,j,i,l} <- t.{k,j,i,l} +. value;
|
||||||
|
t.{i,l,k,j} <- t.{i,l,k,j} +. value;
|
||||||
|
t.{k,l,i,j} <- t.{k,l,i,j} +. value;
|
||||||
|
t.{j,i,l,k} <- t.{j,i,l,k} +. value;
|
||||||
|
t.{j,k,l,i} <- t.{j,k,l,i} +. value;
|
||||||
|
t.{l,i,j,k} <- t.{l,i,j,k} +. value;
|
||||||
|
t.{l,k,j,i} <- t.{l,k,j,i} +. value
|
||||||
|
|
||||||
|
| Sparse t -> let key = key_of_indices ~r1 ~r2 in
|
||||||
|
let old_value =
|
||||||
|
try Hashtbl.find t key
|
||||||
|
with Not_found -> 0.
|
||||||
|
in
|
||||||
|
Hashtbl.replace t key (old_value +. value)
|
||||||
|
|
||||||
|
let get ~r1 ~r2 =
|
||||||
|
get_four_index ~r1 ~r2
|
||||||
|
|
||||||
|
let set ~r1 ~r2 =
|
||||||
|
set_four_index ~r1 ~r2
|
||||||
|
|
||||||
|
let increment ~r1 ~r2 =
|
||||||
|
increment_four_index ~r1 ~r2
|
||||||
|
|
||||||
|
let create ~size sparsity =
|
||||||
|
assert (size < max_index);
|
||||||
|
let four_index =
|
||||||
|
match sparsity with
|
||||||
|
| `Dense ->
|
||||||
|
let result =
|
||||||
|
Bigarray.Genarray.create Float64 Bigarray.fortran_layout [| size ; size ; size ; size |]
|
||||||
|
in
|
||||||
|
Bigarray.Genarray.fill result 0.;
|
||||||
|
Dense result
|
||||||
|
|
||||||
|
| `Sparse ->
|
||||||
|
let result = Hashtbl.create (size*size+13) in
|
||||||
|
Sparse result
|
||||||
|
in
|
||||||
|
{ size ; four_index }
|
||||||
|
|
||||||
|
|
||||||
|
let size t = t.size
|
||||||
|
|
||||||
|
(** TODO : remove epsilons *)
|
||||||
|
|
||||||
|
|
||||||
|
let get_chem t i j k l = get ~r1:{ first=i ; second=j } ~r2:{ first=k ; second=l } t
|
||||||
|
let get_phys t i j k l = get ~r1:{ first=i ; second=k } ~r2:{ first=j ; second=l } t
|
||||||
|
|
||||||
|
let set_chem t i j k l value = set ~r1:{ first=i ; second=j } ~r2:{ first=k ; second=l } ~value t
|
||||||
|
let set_phys t i j k l value = set ~r1:{ first=i ; second=k } ~r2:{ first=j ; second=l } ~value t
|
||||||
|
|
||||||
|
|
||||||
|
(** Write all integrals to a file with the <ij|kl> convention *)
|
||||||
|
let to_file ?(cutoff=Constants.epsilon) ~filename data =
|
||||||
|
let oc = open_out filename in
|
||||||
|
for l_c=1 to size data do
|
||||||
|
for k_c=1 to l_c do
|
||||||
|
for j_c=1 to l_c do
|
||||||
|
for i_c=1 to k_c do
|
||||||
|
let value = get_phys data i_c j_c k_c l_c in
|
||||||
|
if (abs_float value > cutoff) then
|
||||||
|
Printf.fprintf oc " %5d %5d %5d %5d%20.15f\n" i_c j_c k_c l_c value;
|
||||||
|
done;
|
||||||
|
done;
|
||||||
|
done;
|
||||||
|
done;
|
||||||
|
close_out oc
|
||||||
|
|
Loading…
Reference in New Issue
Block a user