Code quality: renamed expression types
This commit is contained in:
@@ -10,28 +10,28 @@ namespace isaac
|
||||
enum expression_type
|
||||
{
|
||||
INVALID_EXPRESSION_TYPE,
|
||||
AXPY_TYPE,
|
||||
GER_TYPE,
|
||||
DOT_TYPE,
|
||||
GEMV_N_TYPE,
|
||||
GEMV_T_TYPE,
|
||||
GEMM_NN_TYPE,
|
||||
GEMM_TN_TYPE,
|
||||
GEMM_NT_TYPE,
|
||||
GEMM_TT_TYPE
|
||||
ELEMENTWISE_1D,
|
||||
ELEMENTWISE_2D,
|
||||
REDUCE_1D,
|
||||
REDUCE_2D_ROWS,
|
||||
REDUCE_2D_COLS,
|
||||
MATRIX_PRODUCT_NN,
|
||||
MATRIX_PRODUCT_TN,
|
||||
MATRIX_PRODUCT_NT,
|
||||
MATRIX_PRODUCT_TT
|
||||
};
|
||||
|
||||
inline expression_type expression_type_from_string(std::string const & name)
|
||||
{
|
||||
if(name=="elementwise_1d") return AXPY_TYPE;
|
||||
if(name=="reduce_1d") return DOT_TYPE;
|
||||
if(name=="elementwise_2d") return GER_TYPE;
|
||||
if(name=="reduce_2d_rows") return GEMV_N_TYPE;
|
||||
if(name=="reduce_2d_cols") return GEMV_T_TYPE;
|
||||
if(name=="matrix_product_nn") return GEMM_NN_TYPE;
|
||||
if(name=="matrix_product_nt") return GEMM_NT_TYPE;
|
||||
if(name=="matrix_product_tn") return GEMM_TN_TYPE;
|
||||
if(name=="matrix_product_tt") return GEMM_TT_TYPE;
|
||||
if(name=="elementwise_1d") return ELEMENTWISE_1D;
|
||||
if(name=="reduce_1d") return REDUCE_1D;
|
||||
if(name=="elementwise_2d") return ELEMENTWISE_2D;
|
||||
if(name=="reduce_2d_rows") return REDUCE_2D_ROWS;
|
||||
if(name=="reduce_2d_cols") return REDUCE_2D_COLS;
|
||||
if(name=="matrix_product_nn") return MATRIX_PRODUCT_NN;
|
||||
if(name=="matrix_product_nt") return MATRIX_PRODUCT_NT;
|
||||
if(name=="matrix_product_tn") return MATRIX_PRODUCT_TN;
|
||||
if(name=="matrix_product_tt") return MATRIX_PRODUCT_TT;
|
||||
throw std::invalid_argument("Unrecognized expression: " + name);
|
||||
}
|
||||
|
||||
|
@@ -76,7 +76,6 @@ std::string elementwise_1d::generate_impl(std::string const & suffix, math_expre
|
||||
|
||||
math_expression::container_type const & tree = expressions.tree();
|
||||
std::vector<std::size_t> sfors = filter_nodes([](math_expression::node const & node){return node.op.type==OPERATOR_SFOR_TYPE;}, expressions, expressions.root(), true);
|
||||
// std::cout << sfors.size() << std::endl;
|
||||
|
||||
for(unsigned int i = 0 ; i < sfors.size() ; ++i)
|
||||
{
|
||||
@@ -90,8 +89,6 @@ std::string elementwise_1d::generate_impl(std::string const & suffix, math_expre
|
||||
info[2] = evaluate(RHS_NODE_TYPE, {{"placeholder", "#name"}}, expressions, idx, mappings);
|
||||
info[0] = info[0].substr(1, info[0].size()-2);
|
||||
stream << "for(int " << info[0] << " ; " << info[1] << "; " << info[2] << ")" << std::endl;
|
||||
|
||||
// stream << "int sforidx0 = 0 ;" << std::endl;
|
||||
}
|
||||
|
||||
if(sfors.size()){
|
||||
|
@@ -664,10 +664,10 @@ matrix_product_parameters::matrix_product_parameters(unsigned int simd_width
|
||||
|
||||
matrix_product::matrix_product(matrix_product_parameters const & parameters, bool check_bounds, char A_trans, char B_trans) : base_impl<matrix_product, matrix_product_parameters>(parameters, BIND_INDEPENDENT), A_trans_(A_trans), B_trans_(B_trans), check_bounds_(check_bounds)
|
||||
{
|
||||
if(A_trans_=='N' && B_trans_=='N') type_ = GEMM_NN_TYPE;
|
||||
else if(A_trans_=='T' && B_trans_=='N') type_ = GEMM_TN_TYPE;
|
||||
else if(A_trans_=='N' && B_trans_=='T') type_ = GEMM_NT_TYPE;
|
||||
else if(A_trans_=='T' && B_trans_=='T') type_ = GEMM_TT_TYPE;
|
||||
if(A_trans_=='N' && B_trans_=='N') type_ = MATRIX_PRODUCT_NN;
|
||||
else if(A_trans_=='T' && B_trans_=='N') type_ = MATRIX_PRODUCT_TN;
|
||||
else if(A_trans_=='N' && B_trans_=='T') type_ = MATRIX_PRODUCT_NT;
|
||||
else if(A_trans_=='T' && B_trans_=='T') type_ = MATRIX_PRODUCT_TT;
|
||||
else throw;
|
||||
}
|
||||
|
||||
|
@@ -201,7 +201,7 @@ profiles::map_type& profiles::init(driver::CommandQueue const & queue)
|
||||
map_type & result = cache_[queue];
|
||||
|
||||
numeric_type dtypes[] = {CHAR_TYPE, UCHAR_TYPE, SHORT_TYPE, USHORT_TYPE, INT_TYPE, UINT_TYPE, LONG_TYPE, ULONG_TYPE, FLOAT_TYPE, DOUBLE_TYPE};
|
||||
expression_type etypes[] = {AXPY_TYPE, DOT_TYPE, GER_TYPE, GEMV_N_TYPE, GEMV_T_TYPE, GEMM_NN_TYPE, GEMM_NT_TYPE, GEMM_TN_TYPE, GEMM_TT_TYPE};
|
||||
expression_type etypes[] = {ELEMENTWISE_1D, REDUCE_1D, ELEMENTWISE_2D, REDUCE_2D_ROWS, REDUCE_2D_COLS, MATRIX_PRODUCT_NN, MATRIX_PRODUCT_NT, MATRIX_PRODUCT_TN, MATRIX_PRODUCT_TT};
|
||||
|
||||
for(numeric_type dtype: dtypes)
|
||||
for(expression_type etype: etypes)
|
||||
@@ -265,15 +265,15 @@ std::map<std::pair<expression_type, numeric_type>, std::shared_ptr<templates::ba
|
||||
numeric_type types[] = {CHAR_TYPE, UCHAR_TYPE, SHORT_TYPE, USHORT_TYPE, INT_TYPE, UINT_TYPE, LONG_TYPE, ULONG_TYPE, FLOAT_TYPE, DOUBLE_TYPE};
|
||||
for(auto DTYPE : types)
|
||||
{
|
||||
res[std::make_pair(AXPY_TYPE, DTYPE)] = ptr_t (new templates::elementwise_1d(1,64,128,templates::FETCH_FROM_GLOBAL_STRIDED));
|
||||
res[std::make_pair(DOT_TYPE, DTYPE)] = ptr_t(new templates::reduce_1d(1,64,128,templates::FETCH_FROM_GLOBAL_STRIDED));
|
||||
res[std::make_pair(GER_TYPE, DTYPE)] = ptr_t(new templates::elementwise_2d(1,128,1,16,32,templates::FETCH_FROM_GLOBAL_STRIDED));
|
||||
res[std::make_pair(GEMV_N_TYPE, DTYPE)] = ptr_t(new templates::reduce_2d_rows(1, 8, 8, 4, 16, templates::FETCH_FROM_GLOBAL_STRIDED));
|
||||
res[std::make_pair(GEMV_T_TYPE, DTYPE)] = ptr_t(new templates::reduce_2d_cols(1, 8, 8, 64, 8, templates::FETCH_FROM_GLOBAL_STRIDED));
|
||||
res[std::make_pair(GEMM_NN_TYPE, DTYPE)] = ptr_t(new templates::matrix_product_nn(1, 8, 16, 8, 1, 8, 1, 8, templates::FETCH_FROM_LOCAL, templates::FETCH_FROM_LOCAL, 8, 8, true));
|
||||
res[std::make_pair(GEMM_TN_TYPE, DTYPE)] = ptr_t(new templates::matrix_product_tn(1, 8, 16, 8, 1, 8, 1, 8, templates::FETCH_FROM_LOCAL, templates::FETCH_FROM_LOCAL, 8, 8, true));
|
||||
res[std::make_pair(GEMM_NT_TYPE, DTYPE)] = ptr_t(new templates::matrix_product_nt(1, 8, 16, 8, 1, 8, 1, 8, templates::FETCH_FROM_LOCAL, templates::FETCH_FROM_LOCAL, 8, 8, true));
|
||||
res[std::make_pair(GEMM_TT_TYPE, DTYPE)] = ptr_t(new templates::matrix_product_tt(1, 8, 16, 8, 1, 8, 1, 8, templates::FETCH_FROM_LOCAL, templates::FETCH_FROM_LOCAL, 8, 8, true));
|
||||
res[std::make_pair(ELEMENTWISE_1D, DTYPE)] = ptr_t (new templates::elementwise_1d(1,64,128,templates::FETCH_FROM_GLOBAL_STRIDED));
|
||||
res[std::make_pair(REDUCE_1D, DTYPE)] = ptr_t(new templates::reduce_1d(1,64,128,templates::FETCH_FROM_GLOBAL_STRIDED));
|
||||
res[std::make_pair(ELEMENTWISE_2D, DTYPE)] = ptr_t(new templates::elementwise_2d(1,128,1,16,32,templates::FETCH_FROM_GLOBAL_STRIDED));
|
||||
res[std::make_pair(REDUCE_2D_ROWS, DTYPE)] = ptr_t(new templates::reduce_2d_rows(1, 8, 8, 4, 16, templates::FETCH_FROM_GLOBAL_STRIDED));
|
||||
res[std::make_pair(REDUCE_2D_COLS, DTYPE)] = ptr_t(new templates::reduce_2d_cols(1, 8, 8, 64, 8, templates::FETCH_FROM_GLOBAL_STRIDED));
|
||||
res[std::make_pair(MATRIX_PRODUCT_NN, DTYPE)] = ptr_t(new templates::matrix_product_nn(1, 8, 16, 8, 1, 8, 1, 8, templates::FETCH_FROM_LOCAL, templates::FETCH_FROM_LOCAL, 8, 8, true));
|
||||
res[std::make_pair(MATRIX_PRODUCT_TN, DTYPE)] = ptr_t(new templates::matrix_product_tn(1, 8, 16, 8, 1, 8, 1, 8, templates::FETCH_FROM_LOCAL, templates::FETCH_FROM_LOCAL, 8, 8, true));
|
||||
res[std::make_pair(MATRIX_PRODUCT_NT, DTYPE)] = ptr_t(new templates::matrix_product_nt(1, 8, 16, 8, 1, 8, 1, 8, templates::FETCH_FROM_LOCAL, templates::FETCH_FROM_LOCAL, 8, 8, true));
|
||||
res[std::make_pair(MATRIX_PRODUCT_TT, DTYPE)] = ptr_t(new templates::matrix_product_tt(1, 8, 16, 8, 1, 8, 1, 8, templates::FETCH_FROM_LOCAL, templates::FETCH_FROM_LOCAL, 8, 8, true));
|
||||
}
|
||||
return res;
|
||||
}
|
||||
|
@@ -18,13 +18,13 @@ namespace isaac
|
||||
|
||||
inline bool is_mmprod(expression_type x)
|
||||
{
|
||||
return x==GEMM_NN_TYPE || x==GEMM_NT_TYPE ||
|
||||
x==GEMM_TN_TYPE || x==GEMM_TT_TYPE;
|
||||
return x==MATRIX_PRODUCT_NN || x==MATRIX_PRODUCT_NT ||
|
||||
x==MATRIX_PRODUCT_TN || x==MATRIX_PRODUCT_TT;
|
||||
}
|
||||
|
||||
inline bool is_mvprod(expression_type x)
|
||||
{
|
||||
return x==GEMV_N_TYPE || x==GEMV_T_TYPE;
|
||||
return x==REDUCE_2D_ROWS || x==REDUCE_2D_COLS;
|
||||
}
|
||||
|
||||
inline bool has_temporary_impl(op_element op, expression_type expression, expression_type other, bool is_first)
|
||||
@@ -35,27 +35,27 @@ namespace isaac
|
||||
case OPERATOR_UNARY_TYPE_FAMILY:
|
||||
case OPERATOR_BINARY_TYPE_FAMILY:
|
||||
result |= is_mmprod(expression)
|
||||
|| (result |= expression==GEMV_N_TYPE && other==GEMV_T_TYPE)
|
||||
|| (result |= expression==GEMV_T_TYPE && other==GEMV_N_TYPE);
|
||||
|| (result |= expression==REDUCE_2D_ROWS && other==REDUCE_2D_COLS)
|
||||
|| (result |= expression==REDUCE_2D_COLS && other==REDUCE_2D_ROWS);
|
||||
break;
|
||||
case OPERATOR_VECTOR_DOT_TYPE_FAMILY:
|
||||
result |= is_mvprod(expression)
|
||||
|| expression==DOT_TYPE;
|
||||
|| expression==REDUCE_1D;
|
||||
break;
|
||||
case OPERATOR_ROWS_DOT_TYPE_FAMILY:
|
||||
result |= is_mmprod(expression)
|
||||
|| is_mvprod(expression)
|
||||
|| expression==DOT_TYPE;
|
||||
|| expression==REDUCE_1D;
|
||||
break;
|
||||
case OPERATOR_COLUMNS_DOT_TYPE_FAMILY:
|
||||
result |= is_mmprod(expression)
|
||||
|| is_mvprod(expression)
|
||||
|| expression==DOT_TYPE;
|
||||
|| expression==REDUCE_1D;
|
||||
break;
|
||||
case OPERATOR_GEMM_TYPE_FAMILY:
|
||||
result |= (is_mmprod(expression) && !is_first)
|
||||
|| is_mvprod(expression)
|
||||
|| expression==DOT_TYPE;
|
||||
|| expression==REDUCE_1D;
|
||||
break;
|
||||
default:
|
||||
break;
|
||||
@@ -76,29 +76,29 @@ namespace isaac
|
||||
{
|
||||
case OPERATOR_UNARY_TYPE_FAMILY:
|
||||
if(is_mmprod(left))
|
||||
return GER_TYPE;
|
||||
return ELEMENTWISE_2D;
|
||||
return left;
|
||||
case OPERATOR_BINARY_TYPE_FAMILY:
|
||||
if(left == GEMV_N_TYPE || right == GEMV_N_TYPE) return GEMV_N_TYPE;
|
||||
else if(left == GEMV_T_TYPE || right == GEMV_T_TYPE) return GEMV_T_TYPE;
|
||||
else if(left == DOT_TYPE || right == DOT_TYPE) return DOT_TYPE;
|
||||
else if(left == GER_TYPE || right == GER_TYPE) return GER_TYPE;
|
||||
else if(left == AXPY_TYPE || right == AXPY_TYPE) return op.type==OPERATOR_OUTER_PROD_TYPE?GER_TYPE:AXPY_TYPE;
|
||||
else if(is_mmprod(left) || is_mmprod(right)) return GER_TYPE;
|
||||
if(left == REDUCE_2D_ROWS || right == REDUCE_2D_ROWS) return REDUCE_2D_ROWS;
|
||||
else if(left == REDUCE_2D_COLS || right == REDUCE_2D_COLS) return REDUCE_2D_COLS;
|
||||
else if(left == REDUCE_1D || right == REDUCE_1D) return REDUCE_1D;
|
||||
else if(left == ELEMENTWISE_2D || right == ELEMENTWISE_2D) return ELEMENTWISE_2D;
|
||||
else if(left == ELEMENTWISE_1D || right == ELEMENTWISE_1D) return op.type==OPERATOR_OUTER_PROD_TYPE?ELEMENTWISE_2D:ELEMENTWISE_1D;
|
||||
else if(is_mmprod(left) || is_mmprod(right)) return ELEMENTWISE_2D;
|
||||
else if(right == INVALID_EXPRESSION_TYPE) return left;
|
||||
else if(left == INVALID_EXPRESSION_TYPE) return right;
|
||||
throw;
|
||||
case OPERATOR_VECTOR_DOT_TYPE_FAMILY:
|
||||
return DOT_TYPE;
|
||||
return REDUCE_1D;
|
||||
case OPERATOR_ROWS_DOT_TYPE_FAMILY:
|
||||
return GEMV_N_TYPE;
|
||||
return REDUCE_2D_ROWS;
|
||||
case OPERATOR_COLUMNS_DOT_TYPE_FAMILY:
|
||||
return GEMV_T_TYPE;
|
||||
return REDUCE_2D_COLS;
|
||||
case OPERATOR_GEMM_TYPE_FAMILY:
|
||||
if(op.type==OPERATOR_GEMM_NN_TYPE) return GEMM_NN_TYPE;
|
||||
else if(op.type==OPERATOR_GEMM_TN_TYPE) return GEMM_TN_TYPE;
|
||||
else if(op.type==OPERATOR_GEMM_NT_TYPE) return GEMM_NT_TYPE;
|
||||
else return GEMM_TT_TYPE;
|
||||
if(op.type==OPERATOR_GEMM_NN_TYPE) return MATRIX_PRODUCT_NN;
|
||||
else if(op.type==OPERATOR_GEMM_TN_TYPE) return MATRIX_PRODUCT_TN;
|
||||
else if(op.type==OPERATOR_GEMM_NT_TYPE) return MATRIX_PRODUCT_NT;
|
||||
else return MATRIX_PRODUCT_TT;
|
||||
default:
|
||||
throw;
|
||||
}
|
||||
@@ -120,9 +120,9 @@ namespace isaac
|
||||
else if(node.lhs.subtype == DENSE_ARRAY_TYPE)
|
||||
{
|
||||
if(node.op.type==OPERATOR_MATRIX_ROW_TYPE || node.op.type==OPERATOR_MATRIX_COLUMN_TYPE || ng1(node.lhs.array->shape())<=1)
|
||||
type_left = AXPY_TYPE;
|
||||
type_left = ELEMENTWISE_1D;
|
||||
else
|
||||
type_left = GER_TYPE;
|
||||
type_left = ELEMENTWISE_2D;
|
||||
}
|
||||
|
||||
//Right
|
||||
@@ -132,9 +132,9 @@ namespace isaac
|
||||
else if(node.rhs.subtype == DENSE_ARRAY_TYPE)
|
||||
{
|
||||
if(node.op.type==OPERATOR_MATRIX_ROW_TYPE || node.op.type==OPERATOR_MATRIX_COLUMN_TYPE || ng1(node.rhs.array->shape())<=1)
|
||||
type_right = AXPY_TYPE;
|
||||
type_right = ELEMENTWISE_1D;
|
||||
else
|
||||
type_right = GER_TYPE;
|
||||
type_right = ELEMENTWISE_2D;
|
||||
}
|
||||
|
||||
final_type = merge(array[idx].op, type_left, type_right);
|
||||
@@ -174,9 +174,9 @@ namespace isaac
|
||||
expression_type current_type;
|
||||
auto ng1 = [](shape_t const & shape){ size_t res = 0 ; for(size_t i = 0 ; i < shape.size() ; ++i) res += (shape[i] > 1); return res;};
|
||||
if(ng1(expression.shape())<=1)
|
||||
current_type=AXPY_TYPE;
|
||||
current_type=ELEMENTWISE_1D;
|
||||
else
|
||||
current_type=GER_TYPE;
|
||||
current_type=ELEMENTWISE_2D;
|
||||
final_type = current_type;
|
||||
|
||||
/*----Parse required temporaries-----*/
|
||||
@@ -192,17 +192,17 @@ namespace isaac
|
||||
//Creates temporary
|
||||
std::shared_ptr<array> tmp;
|
||||
switch(it->first){
|
||||
case DOT_TYPE: tmp = std::shared_ptr<array>(new array(1, dtype, context)); break;
|
||||
case REDUCE_1D: tmp = std::shared_ptr<array>(new array(1, dtype, context)); break;
|
||||
|
||||
case AXPY_TYPE: tmp = std::shared_ptr<array>(new array(lmost.lhs.array->shape()[0], dtype, context)); break;
|
||||
case GEMV_N_TYPE: tmp = std::shared_ptr<array>(new array(lmost.lhs.array->shape()[0], dtype, context)); break;
|
||||
case GEMV_T_TYPE: tmp = std::shared_ptr<array>(new array(lmost.lhs.array->shape()[1], dtype, context)); break;
|
||||
case ELEMENTWISE_1D: tmp = std::shared_ptr<array>(new array(lmost.lhs.array->shape()[0], dtype, context)); break;
|
||||
case REDUCE_2D_ROWS: tmp = std::shared_ptr<array>(new array(lmost.lhs.array->shape()[0], dtype, context)); break;
|
||||
case REDUCE_2D_COLS: tmp = std::shared_ptr<array>(new array(lmost.lhs.array->shape()[1], dtype, context)); break;
|
||||
|
||||
case GER_TYPE: tmp = std::shared_ptr<array>(new array(lmost.lhs.array->shape()[0], lmost.lhs.array->shape()[1], dtype, context)); break;
|
||||
case GEMM_NN_TYPE: tmp = std::shared_ptr<array>(new array(node.lhs.array->shape()[0], node.rhs.array->shape()[1], dtype, context)); break;
|
||||
case GEMM_NT_TYPE: tmp = std::shared_ptr<array>(new array(node.lhs.array->shape()[0], node.rhs.array->shape()[0], dtype, context)); break;
|
||||
case GEMM_TN_TYPE: tmp = std::shared_ptr<array>(new array(node.lhs.array->shape()[1], node.rhs.array->shape()[1], dtype, context)); break;
|
||||
case GEMM_TT_TYPE: tmp = std::shared_ptr<array>(new array(node.lhs.array->shape()[1], node.rhs.array->shape()[0], dtype, context)); break;
|
||||
case ELEMENTWISE_2D: tmp = std::shared_ptr<array>(new array(lmost.lhs.array->shape()[0], lmost.lhs.array->shape()[1], dtype, context)); break;
|
||||
case MATRIX_PRODUCT_NN: tmp = std::shared_ptr<array>(new array(node.lhs.array->shape()[0], node.rhs.array->shape()[1], dtype, context)); break;
|
||||
case MATRIX_PRODUCT_NT: tmp = std::shared_ptr<array>(new array(node.lhs.array->shape()[0], node.rhs.array->shape()[0], dtype, context)); break;
|
||||
case MATRIX_PRODUCT_TN: tmp = std::shared_ptr<array>(new array(node.lhs.array->shape()[1], node.rhs.array->shape()[1], dtype, context)); break;
|
||||
case MATRIX_PRODUCT_TT: tmp = std::shared_ptr<array>(new array(node.lhs.array->shape()[1], node.rhs.array->shape()[0], dtype, context)); break;
|
||||
|
||||
default: throw std::invalid_argument("Unrecognized operation");
|
||||
}
|
||||
|
@@ -18,10 +18,10 @@ void matrix_product::handle_node(math_expression::container_type const & tree, s
|
||||
if(tree[rootidx].rhs.type_family==ARRAY_TYPE_FAMILY) a.B = &tree[rootidx].rhs;
|
||||
switch(tree[rootidx].op.type)
|
||||
{
|
||||
case OPERATOR_GEMM_NN_TYPE: a.type = GEMM_NN_TYPE; break;
|
||||
case OPERATOR_GEMM_NT_TYPE: a.type = GEMM_NT_TYPE; break;
|
||||
case OPERATOR_GEMM_TN_TYPE: a.type = GEMM_TN_TYPE; break;
|
||||
case OPERATOR_GEMM_TT_TYPE: a.type = GEMM_TT_TYPE; break;
|
||||
case OPERATOR_GEMM_NN_TYPE: a.type = MATRIX_PRODUCT_NN; break;
|
||||
case OPERATOR_GEMM_NT_TYPE: a.type = MATRIX_PRODUCT_NT; break;
|
||||
case OPERATOR_GEMM_TN_TYPE: a.type = MATRIX_PRODUCT_TN; break;
|
||||
case OPERATOR_GEMM_TT_TYPE: a.type = MATRIX_PRODUCT_TT; break;
|
||||
default: break;
|
||||
}
|
||||
}
|
||||
|
@@ -70,15 +70,15 @@ namespace tools
|
||||
else
|
||||
name = bp::extract<std::string>(odtype.attr("__class__").attr("__name__"))();
|
||||
|
||||
if(name=="elementwise_1d") return sc::AXPY_TYPE;
|
||||
else if(name=="elementwise_2d") return sc::GER_TYPE;
|
||||
else if(name=="reduce_1d") return sc::DOT_TYPE;
|
||||
else if(name=="reduce_2d_rows") return sc::GEMV_N_TYPE;
|
||||
else if(name=="reduce_2d_cols") return sc::GEMV_T_TYPE;
|
||||
else if(name=="matrix_product_nn") return sc::GEMM_NN_TYPE;
|
||||
else if(name=="matrix_product_tn") return sc::GEMM_TN_TYPE;
|
||||
else if(name=="matrix_product_nt") return sc::GEMM_NT_TYPE;
|
||||
else if(name=="matrix_product_tt") return sc::GEMM_TT_TYPE;
|
||||
if(name=="elementwise_1d") return sc::ELEMENTWISE_1D;
|
||||
else if(name=="elementwise_2d") return sc::ELEMENTWISE_2D;
|
||||
else if(name=="reduce_1d") return sc::REDUCE_1D;
|
||||
else if(name=="reduce_2d_rows") return sc::REDUCE_2D_ROWS;
|
||||
else if(name=="reduce_2d_cols") return sc::REDUCE_2D_COLS;
|
||||
else if(name=="matrix_product_nn") return sc::MATRIX_PRODUCT_NN;
|
||||
else if(name=="matrix_product_tn") return sc::MATRIX_PRODUCT_TN;
|
||||
else if(name=="matrix_product_nt") return sc::MATRIX_PRODUCT_NT;
|
||||
else if(name=="matrix_product_tt") return sc::MATRIX_PRODUCT_TT;
|
||||
else
|
||||
{
|
||||
PyErr_SetString(PyExc_TypeError, "Template type not understood");
|
||||
|
Reference in New Issue
Block a user