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Cyclops Tensor Framework
parallel arithmetic on multidimensional arrays
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Cyclops Tensor Framework
parallel arithmetic on multidimensional arrays
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Ring class defined by a datatype and addition and multiplicaton functions addition must have an identity, inverse, and be associative, does not need to be commutative multiplications must have an identity and be distributive. More...
#include <ring.h>
Public Member Functions | |
| Ring (Ring const &other) | |
| Ring () | |
| default constructor valid for only certain types: bool, int, unsigned int, int64_t, uint64_t, float, double, std::complex<float>, std::complex<double> More... | |
| virtual CTF_int::algstrct * | clone () const |
| ''copy constructor'' More... | |
| Ring (dtype addid_, dtype(*fadd_)(dtype a, dtype b), MPI_Op addmop_, dtype mulid_, dtype(*fmul_)(dtype a, dtype b), void(*gemm_)(char, char, int, int, int, dtype, dtype const *, dtype const *, dtype, dtype *)=NULL, void(*axpy_)(int, dtype, dtype const *, int, dtype *, int)=NULL, void(*scal_)(int, dtype, dtype *, int)=NULL) | |
| constructor for algstrct equipped with * and + More... | |
| void | safeaddinv (char const *a, char *&b) const |
| b = -a, with checks for NULL and alloc as necessary More... | |
| void | addinv (char const *a, char *b) const |
| b = -a More... | |
 Public Member Functions inherited from CTF::Semiring< dtype, is_ord > | |
| Semiring (Semiring const &other) | |
| Semiring (dtype addid_, dtype(*fadd_)(dtype a, dtype b), MPI_Op addmop_, dtype mulid_, dtype(*fmul_)(dtype a, dtype b), void(*gemm_)(char, char, int, int, int, dtype, dtype const *, dtype const *, dtype, dtype *)=NULL, void(*axpy_)(int, dtype, dtype const *, int, dtype *, int)=NULL, void(*scal_)(int, dtype, dtype *, int)=NULL, void(*coomm_)(int, int, int, dtype, dtype const *, int const *, int const *, int, dtype const *, dtype, dtype *)=NULL, void(*fgemm_batch_)(char, char, int, int, int, int, dtype, dtype const *, dtype const *, dtype, dtype *)=NULL) | |
| constructor for algstrct equipped with * and + More... | |
| Semiring () | |
| constructor for algstrct equipped with + only More... | |
| void | mul (char const *a, char const *b, char *c) const |
| c = a*b More... | |
| void | safemul (char const *a, char const *b, char *&c) const |
| c = a*b, with NULL treated as mulid More... | |
| char const * | mulid () const |
| identity element for multiplication i.e. 1 More... | |
| bool | has_mul () const |
| void | scal (int n, char const *alpha, char *X, int incX) const |
| X["i"]=alpha*X["i"];. More... | |
| void | axpy (int n, char const *alpha, char const *X, int incX, char *Y, int incY) const |
| Y["i"]+=alpha*X["i"];. More... | |
| void | gemm (char tA, char tB, int m, int n, int k, char const *alpha, char const *A, char const *B, char const *beta, char *C) const |
| beta*C["ij"]=alpha*A^tA["ik"]*B^tB["kj"]; More... | |
| void | gemm_batch (char tA, char tB, int l, int m, int n, int k, char const *alpha, char const *A, char const *B, char const *beta, char *C) const |
| beta*C["ijl"]=alpha*A^tA["ikl"]*B^tB["kjl"]; More... | |
| void | offload_gemm (char tA, char tB, int m, int n, int k, char const *alpha, char const *A, char const *B, char const *beta, char *C) const |
| bool | is_offloadable () const |
| void | coomm (int m, int n, int k, char const *alpha, char const *A, int const *rows_A, int const *cols_A, int64_t nnz_A, char const *B, char const *beta, char *C, CTF_int::bivar_function const *func) const |
| sparse version of gemm using coordinate format for A More... | |
| void | default_csrmm (int m, int n, int k, dtype alpha, dtype const *A, int const *JA, int const *IA, int nnz_A, dtype const *B, dtype beta, dtype *C) const |
| void | csrmm (int m, int n, int k, char const *alpha, char const *A, int const *JA, int const *IA, int64_t nnz_A, char const *B, char const *beta, char *C, CTF_int::bivar_function const *func) const |
| sparse version of gemm using CSR format for A More... | |
| void | default_csrmultd (int m, int n, int k, dtype alpha, dtype const *A, int const *JA, int const *IA, int nnz_A, dtype const *B, int const *JB, int const *IB, int nnz_B, dtype beta, dtype *C) const |
| void | gen_csrmultcsr (int m, int n, int k, dtype alpha, dtype const *A, int const *JA, int const *IA, int nnz_A, dtype const *B, int const *JB, int const *IB, int nnz_B, dtype beta, char *&C_CSR) const |
| void | default_csrmultcsr (int m, int n, int k, dtype alpha, dtype const *A, int const *JA, int const *IA, int nnz_A, dtype const *B, int const *JB, int const *IB, int nnz_B, dtype beta, char *&C_CSR) const |
| void | csrmultd (int m, int n, int k, char const *alpha, char const *A, int const *JA, int const *IA, int64_t nnz_A, char const *B, int const *JB, int const *IB, int64_t nnz_B, char const *beta, char *C) const |
| sparse version of gemm using CSR format for A and B More... | |
| void | csrmultcsr (int m, int n, int k, char const *alpha, char const *A, int const *JA, int const *IA, int64_t nnz_A, char const *B, int const *JB, int const *IB, int64_t nnz_B, char const *beta, char *&C_CSR) const |
| template<> | |
| void | default_csrmm (int m, int n, int k, float alpha, float const *A, int const *JA, int const *IA, int nnz_A, float const *B, float beta, float *C) const |
| template<> | |
| void | default_csrmm (int m, int n, int k, double alpha, double const *A, int const *JA, int const *IA, int nnz_A, double const *B, double beta, double *C) const |
| template<> | |
| void | default_csrmm (int m, int n, int k, std::complex< float > alpha, std::complex< float > const *A, int const *JA, int const *IA, int nnz_A, std::complex< float > const *B, std::complex< float > beta, std::complex< float > *C) const |
| template<> | |
| void | default_csrmm (int m, int n, int k, std::complex< double > alpha, std::complex< double > const *A, int const *JA, int const *IA, int nnz_A, std::complex< double > const *B, std::complex< double > beta, std::complex< double > *C) const |
| template<> | |
| bool | is_offloadable () const |
| template<> | |
| bool | is_offloadable () const |
| template<> | |
| bool | is_offloadable () const |
| template<> | |
| bool | is_offloadable () const |
| template<> | |
| void | offload_gemm (char tA, char tB, int m, int n, int k, char const *alpha, char const *A, char const *B, char const *beta, char *C) const |
| template<> | |
| void | offload_gemm (char tA, char tB, int m, int n, int k, char const *alpha, char const *A, char const *B, char const *beta, char *C) const |
| template<> | |
| void | offload_gemm (char tA, char tB, int m, int n, int k, char const *alpha, char const *A, char const *B, char const *beta, char *C) const |
| template<> | |
| void | offload_gemm (char tA, char tB, int m, int n, int k, char const *alpha, char const *A, char const *B, char const *beta, char *C) const |
| template<> | |
| void | default_csrmm (int, int, int, float, float const *, int const *, int const *, int, float const *, float, float *) const |
| template<> | |
| void | default_csrmm (int, int, int, double, double const *, int const *, int const *, int, double const *, double, double *) const |
| template<> | |
| void | default_csrmm (int, int, int, std::complex< float >, std::complex< float > const *, int const *, int const *, int, std::complex< float > const *, std::complex< float >, std::complex< float > *) const |
| template<> | |
| void | default_csrmm (int, int, int, std::complex< double >, std::complex< double > const *, int const *, int const *, int, std::complex< double > const *, std::complex< double >, std::complex< double > *) const |
| template<> | |
| void | default_csrmultd (int, int, int, float, float const *, int const *, int const *, int, float const *, int const *, int const *, int, float, float *) const |
| template<> | |
| void | default_csrmultd (int, int, int, double, double const *, int const *, int const *, int, double const *, int const *, int const *, int, double, double *) const |
| template<> | |
| void | default_csrmultd (int, int, int, std::complex< float >, std::complex< float > const *, int const *, int const *, int, std::complex< float > const *, int const *, int const *, int, std::complex< float >, std::complex< float > *) const |
| template<> | |
| void | default_csrmultd (int, int, int, std::complex< double >, std::complex< double > const *, int const *, int const *, int, std::complex< double > const *, int const *, int const *, int, std::complex< double >, std::complex< double > *) const |
| template<> | |
| void | default_csrmultcsr (int, int, int, float, float const *, int const *, int const *, int, float const *, int const *, int const *, int, float, char *&) const |
| template<> | |
| void | default_csrmultcsr (int, int, int, double, double const *, int const *, int const *, int, double const *, int const *, int const *, int, double, char *&) const |
| template<> | |
| void | default_csrmultcsr (int, int, int, std::complex< float >, std::complex< float > const *, int const *, int const *, int, std::complex< float > const *, int const *, int const *, int, std::complex< float >, char *&) const |
| template<> | |
| void | default_csrmultcsr (int, int, int, std::complex< double >, std::complex< double > const *, int const *, int const *, int, std::complex< double > const *, int const *, int const *, int, std::complex< double >, char *&) const |
| template<> | |
| bool | is_offloadable () const |
| template<> | |
| bool | is_offloadable () const |
| template<> | |
| bool | is_offloadable () const |
| template<> | |
| bool | is_offloadable () const |
| template<> | |
| void | offload_gemm (char, char, int, int, int, char const *, char const *, char const *, char const *, char *) const |
| template<> | |
| void | offload_gemm (char, char, int, int, int, char const *, char const *, char const *, char const *, char *) const |
| template<> | |
| void | offload_gemm (char, char, int, int, int, char const *, char const *, char const *, char const *, char *) const |
| template<> | |
| void | offload_gemm (char, char, int, int, int, char const *, char const *, char const *, char const *, char *) const |
| Public Member Functions inherited from CTF::Monoid< dtype, is_ord > | |
| Monoid (Monoid const &other) | |
| Monoid () | |
| Monoid (dtype taddid_) | |
| Monoid (dtype taddid_, dtype(*fadd_)(dtype a, dtype b), MPI_Op addmop_) | |
| void | add (char const *a, char const *b, char *c) const |
| c = a+b More... | |
| char const * | addid () const |
| MPI datatype for pairs. More... | |
| MPI_Op | addmop () const |
| MPI addition operation for reductions. More... | |
| void | init (int64_t n, char *arr) const |
| initialize n objects to zero More... | |
| char * | csr_add (char *cA, char *cB) const |
| adds CSR matrices A (stored in cA) and B (stored in cB) to create matric C (pointer to all_data returned), C data allocated internally More... | |
| template<> | |
| char * | csr_add (char *cA, char *cB) const |
| adds CSR matrices A (stored in cA) and B (stored in cB) to create matric C (pointer to all_data returned), C data allocated internally More... | |
| template<> | |
| char * | csr_add (char *, char *) const |
| adds CSR matrices A (stored in cA) and B (stored in cB) to create matric C (pointer to all_data returned), C data allocated internally More... | |
| Public Member Functions inherited from CTF::Set< dtype, is_ord > | |
| ~Set () | |
| Set (Set const &other) | |
| int | pair_size () const |
| gets pair size el_size plus the key size More... | |
| int64_t | get_key (char const *a) const |
| gets key from pair More... | |
| char * | get_value (char *a) const |
| gets pair to value from pair More... | |
| char const * | get_const_value (char const *a) const |
| bool | is_ordered () const |
| Set () | |
| void | set_abs_to_default () |
| MPI_Datatype | mdtype () const |
| MPI datatype. More... | |
| void | min (char const *a, char const *b, char *c) const |
| c = min(a,b) More... | |
| void | max (char const *a, char const *b, char *c) const |
| c = max(a,b) More... | |
| void | min (char *c) const |
| c = minimum possible value More... | |
| void | max (char *c) const |
| c = maximum possible value More... | |
| void | cast_double (double d, char *c) const |
| c = &d More... | |
| void | cast_int (int64_t i, char *c) const |
| c = &i More... | |
| double | cast_to_double (char const *c) const |
| return (double)*c More... | |
| int64_t | cast_to_int (char const *c) const |
| return (int64_t)*c More... | |
| void | print (char const *a, FILE *fp=stdout) const |
| prints the value More... | |
| bool | isequal (char const *a, char const *b) const |
| returns true if algstrct elements a and b are equal More... | |
| void | coo_to_csr (int64_t nz, int nrow, char *csr_vs, int *csr_ja, int *csr_ia, char const *coo_vs, int const *coo_rs, int const *coo_cs) const |
| converts coordinate sparse matrix layout to CSR layout More... | |
| void | csr_to_coo (int64_t nz, int nrow, char const *csr_vs, int const *csr_ja, int const *csr_ia, char *coo_vs, int *coo_rs, int *coo_cs) const |
| converts CSR sparse matrix layout to coordinate (COO) layout More... | |
| char * | pair_alloc (int64_t n) const |
| allocate space for n (int64_t,dtype) pairs, necessary for object types More... | |
| char * | alloc (int64_t n) const |
| allocate space for n items, necessary for object types More... | |
| void | dealloc (char *ptr) const |
| deallocate given pointer containing contiguous array of values More... | |
| void | pair_dealloc (char *ptr) const |
| deallocate given pointer containing contiguous array of pairs More... | |
| void | sort (int64_t n, char *pairs) const |
| sorts n sets of pairs using std::sort More... | |
| void | copy (char *a, char const *b) const |
| copies element b to element a More... | |
| void | copy (char *a, char const *b, int64_t n) const |
| copies n elements from array b to array a More... | |
| void | copy_pair (char *a, char const *b) const |
| copies pair b to element a More... | |
| void | copy_pairs (char *a, char const *b, int64_t n) const |
| copies n pair from array b to array a More... | |
| void | set (char *a, char const *b, int64_t n) const |
| sets n elements of array a to value b More... | |
| void | set_pair (char *a, int64_t key, char const *b) const |
| sets 1 elements of pair a to value and key More... | |
| void | set_pairs (char *a, char const *b, int64_t n) const |
| sets n elements of array of pairs a to value b More... | |
| void | copy (int64_t n, char const *a, int inc_a, char *b, int inc_b) const |
| copies n elements TO array b with increment inc_a FROM array a with increment inc_b More... | |
| void | copy (int64_t m, int64_t n, char const *a, int64_t lda_a, char *b, int64_t lda_b) const |
| copies m-by-n submatrix from a with lda_a to b with lda_b More... | |
| void | init (int64_t n, char *arr) const |
| initialize n objects to zero More... | |
| virtual void | init_shell (int64_t n, char *arr) const |
| initialize n objects to zero More... | |
| template<> | |
| void | print (char const *a, FILE *fp) const |
| prints the value More... | |
| template<> | |
| void | print (char const *a, FILE *fp) const |
| prints the value More... | |
| template<> | |
| void | print (char const *a, FILE *fp) const |
| prints the value More... | |
| template<> | |
| void | print (char const *a, FILE *fp) const |
| prints the value More... | |
| template<> | |
| void | print (char const *a, FILE *fp) const |
| prints the value More... | |
| template<> | |
| void | print (char const *a, FILE *fp) const |
| prints the value More... | |
| template<> | |
| void | print (char const *p, FILE *fp) const |
| prints the value More... | |
| template<> | |
| void | copy (int64_t nn, char const *a, int inc_a, char *b, int inc_b) const |
| copies n elements TO array b with increment inc_a FROM array a with increment inc_b More... | |
| template<> | |
| void | copy (int64_t nn, char const *a, int inc_a, char *b, int inc_b) const |
| copies n elements TO array b with increment inc_a FROM array a with increment inc_b More... | |
| template<> | |
| void | copy (int64_t nn, char const *a, int inc_a, char *b, int inc_b) const |
| copies n elements TO array b with increment inc_a FROM array a with increment inc_b More... | |
| template<> | |
| void | copy (int64_t nn, char const *a, int inc_a, char *b, int inc_b) const |
| copies n elements TO array b with increment inc_a FROM array a with increment inc_b More... | |
| template<> | |
| void | cast_double (double d, char *c) const |
| c = &d More... | |
| template<> | |
| void | cast_double (double d, char *c) const |
| c = &d More... | |
| template<> | |
| void | cast_double (double d, char *c) const |
| c = &d More... | |
| template<> | |
| void | cast_double (double d, char *c) const |
| c = &d More... | |
| template<> | |
| void | cast_double (double d, char *c) const |
| c = &d More... | |
| template<> | |
| void | cast_double (double d, char *c) const |
| c = &d More... | |
| template<> | |
| void | cast_double (double d, char *c) const |
| c = &d More... | |
| template<> | |
| void | cast_double (double d, char *c) const |
| c = &d More... | |
| template<> | |
| void | cast_double (double d, char *c) const |
| c = &d More... | |
| template<> | |
| void | cast_int (int64_t d, char *c) const |
| c = &i More... | |
| template<> | |
| void | cast_int (int64_t d, char *c) const |
| c = &i More... | |
| template<> | |
| void | cast_int (int64_t d, char *c) const |
| c = &i More... | |
| template<> | |
| void | cast_int (int64_t d, char *c) const |
| c = &i More... | |
| template<> | |
| void | cast_int (int64_t d, char *c) const |
| c = &i More... | |
| template<> | |
| void | cast_int (int64_t d, char *c) const |
| c = &i More... | |
| template<> | |
| void | cast_int (int64_t d, char *c) const |
| c = &i More... | |
| template<> | |
| void | cast_int (int64_t d, char *c) const |
| c = &i More... | |
| template<> | |
| void | cast_int (int64_t d, char *c) const |
| c = &i More... | |
| template<> | |
| double | cast_to_double (char const *c) const |
| return (double)*c More... | |
| template<> | |
| double | cast_to_double (char const *c) const |
| return (double)*c More... | |
| template<> | |
| double | cast_to_double (char const *c) const |
| return (double)*c More... | |
| template<> | |
| double | cast_to_double (char const *c) const |
| return (double)*c More... | |
| template<> | |
| double | cast_to_double (char const *c) const |
| return (double)*c More... | |
| template<> | |
| int64_t | cast_to_int (char const *c) const |
| return (int64_t)*c More... | |
| template<> | |
| int64_t | cast_to_int (char const *c) const |
| return (int64_t)*c More... | |
| template<> | |
| int64_t | cast_to_int (char const *c) const |
| return (int64_t)*c More... | |
| template<> | |
| int64_t | cast_to_int (char const *c) const |
| return (int64_t)*c More... | |
| template<> | |
| int64_t | cast_to_int (char const *c) const |
| return (int64_t)*c More... | |
| template<> | |
| void | print (char const *a, FILE *fp) const |
| prints the value More... | |
| template<> | |
| void | print (char const *a, FILE *fp) const |
| prints the value More... | |
| template<> | |
| void | print (char const *a, FILE *fp) const |
| prints the value More... | |
| template<> | |
| void | print (char const *a, FILE *fp) const |
| prints the value More... | |
| template<> | |
| void | print (char const *a, FILE *fp) const |
| prints the value More... | |
| template<> | |
| void | print (char const *a, FILE *fp) const |
| prints the value More... | |
| template<> | |
| void | print (char const *a, FILE *fp) const |
| prints the value More... | |
| template<> | |
| bool | isequal (char const *a, char const *b) const |
| returns true if algstrct elements a and b are equal More... | |
| template<> | |
| bool | isequal (char const *a, char const *b) const |
| returns true if algstrct elements a and b are equal More... | |
| template<> | |
| bool | isequal (char const *a, char const *b) const |
| returns true if algstrct elements a and b are equal More... | |
| template<> | |
| bool | isequal (char const *a, char const *b) const |
| returns true if algstrct elements a and b are equal More... | |
| template<> | |
| bool | isequal (char const *a, char const *b) const |
| returns true if algstrct elements a and b are equal More... | |
| template<> | |
| bool | isequal (char const *a, char const *b) const |
| returns true if algstrct elements a and b are equal More... | |
| template<> | |
| bool | isequal (char const *a, char const *b) const |
| returns true if algstrct elements a and b are equal More... | |
| template<> | |
| bool | isequal (char const *a, char const *b) const |
| returns true if algstrct elements a and b are equal More... | |
| template<> | |
| bool | isequal (char const *a, char const *b) const |
| returns true if algstrct elements a and b are equal More... | |
| Public Member Functions inherited from CTF_int::algstrct | |
| algstrct () | |
| default constructor More... | |
| algstrct (int el_size) | |
| constructor creates algstrct with all parameters More... | |
| virtual | ~algstrct ()=0 |
| destructor More... | |
| virtual void | accum (char const *a, char *b) const |
| b+=a More... | |
| virtual char * | csr_reduce (char *cA, int root, MPI_Comm cm) const |
| reduces CSR matrices stored in cA on each processor in cm and returns result on processor root More... | |
| double | estimate_csr_red_time (int64_t msg_sz, CommData const *cdt) const |
| void | acc (char *b, char const *beta, char const *a, char const *alpha) const |
| compute b=beta*b + alpha*a More... | |
| void | accmul (char *c, char const *a, char const *b, char const *alpha) const |
| compute c=c + alpha*a*b More... | |
| void | safecopy (char *&a, char const *b) const |
| copies element b to element a, , with checks for NULL and alloc as necessary More... | |
| virtual void | copy (int64_t m, int64_t n, char const *a, int64_t lda_a, char const *alpha, char *b, int64_t lda_b, char const *beta) const |
| copies m-by-n submatrix from a with lda_a and scaling alpha to b with lda_b and scaling by 1 More... | |
Additional Inherited Members | |
| Data Fields inherited from CTF::Semiring< dtype, is_ord > | |
| bool | is_def |
| dtype | tmulid |
| void(* | fscal )(int, dtype, dtype *, int) |
| void(* | faxpy )(int, dtype, dtype const *, int, dtype *, int) |
| dtype(* | fmul )(dtype a, dtype b) |
| void(* | fgemm )(char, char, int, int, int, dtype, dtype const *, dtype const *, dtype, dtype *) |
| void(* | fcoomm )(int, int, int, dtype, dtype const *, int const *, int const *, int, dtype const *, dtype, dtype *) |
| void(* | fgemm_batch )(char, char, int, int, int, int, dtype, dtype const *, dtype const *, dtype, dtype *) |
| Data Fields inherited from CTF::Monoid< dtype, is_ord > | |
| dtype | taddid |
| dtype(* | fadd )(dtype a, dtype b) |
| MPI_Op | taddmop |
| Data Fields inherited from CTF::Set< dtype, is_ord > | |
| int | pair_sz |
| bool | is_custom_mdtype |
| MPI_Datatype | tmdtype |
| Data Fields inherited from CTF_int::algstrct | |
| bool | has_coo_ker |
| whether there was a custom COO CSRMM kernel provided for this algebraic structure More... | |
| void(* | abs )(char const *a, char *b) |
| b = max(a,addinv(a)) More... | |
| Data Fields inherited from CTF_int::accumulatable | |
| int | el_size |
| size of each element of algstrct in bytes More... | |
Ring class defined by a datatype and addition and multiplicaton functions addition must have an identity, inverse, and be associative, does not need to be commutative multiplications must have an identity and be distributive.
|
inline |
Definition at line 20 of file ring.h.
References CTF_int::algstrct::abs.
|
inline |
default constructor valid for only certain types: bool, int, unsigned int, int64_t, uint64_t, float, double, std::complex<float>, std::complex<double>
Definition at line 28 of file ring.h.
References CTF_int::algstrct::abs.
|
inline |
constructor for algstrct equipped with * and +
| [in] | addid_ | additive identity |
| [in] | fadd_ | binary addition function |
| [in] | addmop_ | MPI_Op operation for addition |
| [in] | mulid_ | multiplicative identity |
| [in] | fmul_ | binary multiplication function |
| [in] | gemm_ | block matrix multiplication function |
| [in] | axpy_ | vector sum function |
| [in] | scal_ | vector scale function |
Definition at line 47 of file ring.h.
References CTF_int::algstrct::abs.
|
inlinevirtual |
b = -a
Reimplemented from CTF_int::algstrct.
Definition at line 70 of file ring.h.
References ctf.core::dtype.
|
inlinevirtual |
''copy constructor''
Reimplemented from CTF::Semiring< dtype, is_ord >.
|
inlinevirtual |
b = -a, with checks for NULL and alloc as necessary
Reimplemented from CTF_int::algstrct.
Definition at line 60 of file ring.h.
References ctf.core::dtype, CTF_int::accumulatable::el_size, and CTF::Semiring< dtype, is_ord >::tmulid.
1.8.11 
