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Commit 4e3d06ab authored by Shucai Xiao's avatar Shucai Xiao
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clang format

parent 15db7a1e
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Showing with 12 additions and 13 deletions
src/rewrite_rnn.cpp
View file @ 4e3d06ab
......@@ -536,13 +536,13 @@ std::vector<instruction_ref> rewrite_rnn::gru_cell(bool is_forward,
instruction_ref zt{};
instruction_ref ht{};
if (bias != prog.end())
if(bias != prog.end())
{
// equation f(xt*(Wz^T) + Ht-1 * (Rz^T) + Wbz + Rbz)
auto xt_wz = prog.insert_instruction(ins, op::dot{}, xt, tran_wz, wbz);
auto ht_rz = prog.insert_instruction(ins, op::dot{}, sih, tran_rz, rbz);
auto xht_z = prog.insert_instruction(ins, op::add{}, xt_wz, ht_rz);
zt = prog.insert_instruction(ins, actv_func1, xht_z);
zt = prog.insert_instruction(ins, actv_func1, xht_z);
// equation f(Xt*(Wr^T) + Ht-1*(Rr^T) + Wbr + Rbr)
auto xt_wr = prog.insert_instruction(ins, op::dot{}, xt, tran_wr, wbr);
......@@ -556,15 +556,15 @@ std::vector<instruction_ref> rewrite_rnn::gru_cell(bool is_forward,
{
// equation g(Xt*(Wh^T) + (rt (.) Ht-1)*(Rh^T) + Rbh + Wbh)
auto rt_ht1 = prog.insert_instruction(ins, op::mul{}, rt, sih);
auto rt_rh = prog.insert_instruction(ins, op::dot{}, rt_ht1, tran_rh, rbh);
xht_h = prog.insert_instruction(ins, op::add{}, xt_wh, rt_rh);
auto rt_rh = prog.insert_instruction(ins, op::dot{}, rt_ht1, tran_rh, rbh);
xht_h = prog.insert_instruction(ins, op::add{}, xt_wh, rt_rh);
}
else
{
// equation ht = g(Xt*(Wh^T) + (rt (.) (Ht-1*(Rh^T) + Rbh)) + Wbh)
auto ht1_rh = prog.insert_instruction(ins, op::dot{}, sih, tran_rh, rbh);
auto rt_rh = prog.insert_instruction(ins, op::mul{}, rt, ht1_rh);
xht_h = prog.insert_instruction(ins, op::add{}, xt_wh, rt_rh);
auto rt_rh = prog.insert_instruction(ins, op::mul{}, rt, ht1_rh);
xht_h = prog.insert_instruction(ins, op::add{}, xt_wh, rt_rh);
}
ht = prog.insert_instruction(ins, actv_func2, xht_h);
}
......@@ -572,9 +572,9 @@ std::vector<instruction_ref> rewrite_rnn::gru_cell(bool is_forward,
{
// equation f(xt*(Wz^T) + Ht-1 * (Rz^T) + Wbz + Rbz)
auto xt_wz = prog.insert_instruction(ins, op::dot{}, xt, tran_wz);
auto ht_rz = prog.insert_instruction(ins, op::dot{}, sih, tran_rz);
auto ht_rz = prog.insert_instruction(ins, op::dot{}, sih, tran_rz);
auto xht_z = prog.insert_instruction(ins, op::add{}, xt_wz, ht_rz);
zt = prog.insert_instruction(ins, actv_func1, xht_z);
zt = prog.insert_instruction(ins, actv_func1, xht_z);
// equation f(Xt*(Wr^T) + Ht-1*(Rr^T) + Wbr + Rbr)
auto xt_wr = prog.insert_instruction(ins, op::dot{}, xt, tran_wr);
......@@ -588,18 +588,17 @@ std::vector<instruction_ref> rewrite_rnn::gru_cell(bool is_forward,
{
// equation g(Xt*(Wh^T) + (rt (.) Ht-1)*(Rh^T) + Rbh + Wbh)
auto rt_ht1 = prog.insert_instruction(ins, op::mul{}, rt, sih);
auto rt_rh = prog.insert_instruction(ins, op::dot{}, rt_ht1, tran_rh);
xht_h = prog.insert_instruction(ins, op::add{}, xt_wh, rt_rh);
auto rt_rh = prog.insert_instruction(ins, op::dot{}, rt_ht1, tran_rh);
xht_h = prog.insert_instruction(ins, op::add{}, xt_wh, rt_rh);
}
else
{
// equation ht = g(Xt*(Wh^T) + (rt (.) (Ht-1*(Rh^T) + Rbh)) + Wbh)
auto ht1_rh = prog.insert_instruction(ins, op::dot{}, sih, tran_rh);
auto rt_rh = prog.insert_instruction(ins, op::mul{}, rt, ht1_rh);
xht_h = prog.insert_instruction(ins, op::add{}, xt_wh, rt_rh);
auto rt_rh = prog.insert_instruction(ins, op::mul{}, rt, ht1_rh);
xht_h = prog.insert_instruction(ins, op::add{}, xt_wh, rt_rh);
}
ht = prog.insert_instruction(ins, actv_func2, xht_h);
}
// equation Ht = (1 - zt) (.) ht + zt (.) Ht-1
......
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