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*From*: Cong Hou <congh at google dot com>*To*: Richard Biener <rguenther at suse dot de>*Cc*: GCC Patches <gcc-patches at gcc dot gnu dot org>*Date*: Thu, 3 Oct 2013 14:35:37 -0700*Subject*: Re: [PATCH] Reducing number of alias checks in vectorization.*Authentication-results*: sourceware.org; auth=none*References*: <CAK=A3=3sjM_MCqDoXwBXPsDiBDRGPuGh3oBkBOt_3685=dUXPw at mail dot gmail dot com> <alpine dot LNX dot 2 dot 00 dot 1310021318380 dot 5759 at zhemvz dot fhfr dot qr> <CAK=A3=1oUejUbP8d-a1vg_bC4bRQYvsOt+G43qP2cUC41wKwcQ at mail dot gmail dot com> <CAK=A3=32zEByr2znHEfc9xqgWHdNm1OFjfv8HsYLBZjYF6Va6Q at mail dot gmail dot com>

Forget about this "aux" idea as the segment length for one data ref can be different in different dr pairs. In my patch I created a struct as shown below: struct dr_addr_with_seg_len { data_reference *dr; tree basic_addr; tree offset; tree seg_len; }; Note that basic_addr and offset can always obtained from dr, but we need to store two segment lengths for each dr pair. It is improper to add a field to data_dependence_relation as it is defined outside of vectorizer. We can change the type (a new one combining data_dependence_relation and segment length) of may_alias_ddrs in loop_vec_info to include such information, but we have to add a new type to tree-vectorizer.h which is only used in two places - still too much. One possible solution is that we create a local struct as shown above and a new function which returns the merged alias check information. This function will be called twice: once during analysis phase and once in transformation phase. Then we don't have to store the merged alias check information during those two phases. The additional time cost is minimal as there will not be too many data dependent dr pairs in a loop. Any comment? thanks, Cong On Thu, Oct 3, 2013 at 10:57 AM, Cong Hou <congh@google.com> wrote: > I noticed that there is a "struct dataref_aux" defined in > tree-vectorizer.h which is specific to the vectorizer pass and is > stored in (void*)aux in "struct data_reference". Can we add one more > field "segment_length" to dataref_aux so that we can pass this > information for merging alias checks? Then we can avoid to modify or > create other structures. > > > thanks, > Cong > > > On Wed, Oct 2, 2013 at 2:34 PM, Cong Hou <congh@google.com> wrote: >> On Wed, Oct 2, 2013 at 4:24 AM, Richard Biener <rguenther@suse.de> wrote: >>> On Tue, 1 Oct 2013, Cong Hou wrote: >>> >>>> When alias exists between data refs in a loop, to vectorize it GCC >>>> does loop versioning and adds runtime alias checks. Basically for each >>>> pair of data refs with possible data dependence, there will be two >>>> comparisons generated to make sure there is no aliasing between them >>>> in each iteration of the vectorized loop. If there are many such data >>>> refs pairs, the number of comparisons can be very large, which is a >>>> big overhead. >>>> >>>> However, in some cases it is possible to reduce the number of those >>>> comparisons. For example, for the following loop, we can detect that >>>> b[0] and b[1] are two consecutive member accesses so that we can >>>> combine the alias check between a[0:100]&b[0] and a[0:100]&b[1] into >>>> checking a[0:100]&b[0:2]: >>>> >>>> void foo(int*a, int* b) >>>> { >>>> for (int i = 0; i < 100; ++i) >>>> a[i] = b[0] + b[1]; >>>> } >>>> >>>> Actually, the requirement of consecutive memory accesses is too >>>> strict. For the following loop, we can still combine the alias checks >>>> between a[0:100]&b[0] and a[0:100]&b[100]: >>>> >>>> void foo(int*a, int* b) >>>> { >>>> for (int i = 0; i < 100; ++i) >>>> a[i] = b[0] + b[100]; >>>> } >>>> >>>> This is because if b[0] is not in a[0:100] and b[100] is not in >>>> a[0:100] then a[0:100] cannot be between b[0] and b[100]. We only need >>>> to check a[0:100] and b[0:101] don't overlap. >>>> >>>> More generally, consider two pairs of data refs (a, b1) and (a, b2). >>>> Suppose addr_b1 and addr_b2 are basic addresses of data ref b1 and b2; >>>> offset_b1 and offset_b2 (offset_b1 < offset_b2) are offsets of b1 and >>>> b2, and segment_length_a, segment_length_b1, and segment_length_b2 are >>>> segment length of a, b1, and b2. Then we can combine the two >>>> comparisons into one if the following condition is satisfied: >>>> >>>> offset_b2- offset_b1 - segment_length_b1 < segment_length_a >>>> >>>> >>>> This patch detects those combination opportunities to reduce the >>>> number of alias checks. It is tested on an x86-64 machine. >>> >>> Apart from the other comments you got (to which I agree) the patch >>> seems to do two things, namely also: >>> >>> + /* Extract load and store statements on pointers with zero-stride >>> + accesses. */ >>> + if (LOOP_REQUIRES_VERSIONING_FOR_ALIAS (loop_vinfo)) >>> + { >>> >>> which I'd rather see in a separate patch (and done also when >>> the loop doesn't require versioning for alias). >>> >> >> >> My mistake.. I am working on those two patches at the same time and >> pasted that one also here by mistake. I will send another patch about >> the "hoist" topic. >> >> >>> Also combining the alias checks in vect_create_cond_for_alias_checks >>> is nice but doesn't properly fix the use of the >>> vect-max-version-for-alias-checks param which currently inhibits >>> vectorization of the HIMENO benchmark by default (and make us look bad >>> compared to LLVM). >>> >>> So I believe this merging should be done incrementally when >>> we collect the DDRs we need to test in vect_mark_for_runtime_alias_test. >>> >> >> >> I agree that vect-max-version-for-alias-checks param should count the >> number of checks after the merge. However, the struct >> data_dependence_relation could not record the new information produced >> by the merge. The new information I mentioned contains the new segment >> length for comparisons. This length is calculated right in >> vect_create_cond_for_alias_checks() function. Since >> vect-max-version-for-alias-checks is used during analysis phase, shall >> we move all those (get segment length for each data ref and merge >> alias checks) from transformation to analysis phase? If we cannot >> store the result properly (data_dependence_relation is not enough), >> shall we do it twice in both phases? >> >> I also noticed a possible bug in the function vect_same_range_drs() >> called by vect_prune_runtime_alias_test_list(). For the following code >> I get two pairs of data refs after >> vect_prune_runtime_alias_test_list(), but in >> vect_create_cond_for_alias_checks() after detecting grouped accesses I >> got two identical pairs of data refs. The consequence is two identical >> alias checks are produced. >> >> >> void yuv2yuyv_ref (int *d, int *src, int n) >> { >> char *dest = (char *)d; >> int i; >> >> for(i=0;i<n/2;i++){ >> dest[i*4 + 0] = (src[i*2 + 0])>>16; >> dest[i*4 + 1] = (src[i*2 + 1])>>8; >> dest[i*4 + 2] = (src[i*2 + 0])>>16; >> dest[i*4 + 3] = (src[i*2 + 0])>>0; >> } >> } >> >> >> I think the solution to this problem is changing >> >> GROUP_FIRST_ELEMENT (vinfo_for_stmt (stmt_i)) >> == GROUP_FIRST_ELEMENT (vinfo_for_stmt (stmt_j) >> >> into >> >> STMT_VINFO_DATA_REF (vinfo_for_stmt (GROUP_FIRST_ELEMENT >> (vinfo_for_stmt (stmt_i)))) >> == STMT_VINFO_DATA_REF (vinfo_for_stmt (GROUP_FIRST_ELEMENT >> (vinfo_for_stmt (stmt_j))) >> >> >> in function vect_same_range_drs(). What do you think about it? >> >> >> thanks, >> Cong >> >> >> >>> Thanks for working on this, >>> Richard. >>> >>>> >>>> thanks, >>>> Cong >>>> >>>> >>>> >>>> Index: gcc/tree-vect-loop-manip.c >>>> =================================================================== >>>> --- gcc/tree-vect-loop-manip.c (revision 202662) >>>> +++ gcc/tree-vect-loop-manip.c (working copy) >>>> @@ -19,6 +19,10 @@ You should have received a copy of the G >>>> along with GCC; see the file COPYING3. If not see >>>> <http://www.gnu.org/licenses/>. */ >>>> >>>> +#include <vector> >>>> +#include <utility> >>>> +#include <algorithm> >>>> + >>>> #include "config.h" >>>> #include "system.h" >>>> #include "coretypes.h" >>>> @@ -2248,6 +2252,74 @@ vect_vfa_segment_size (struct data_refer >>>> return segment_length; >>>> } >>>> >>>> +namespace >>>> +{ >>>> + >>>> +/* struct dr_addr_with_seg_len >>>> + >>>> + A struct storing information of a data reference, including the data >>>> + ref itself, its basic address, the access offset and the segment length >>>> + for aliasing checks. */ >>>> + >>>> +struct dr_addr_with_seg_len >>>> +{ >>>> + dr_addr_with_seg_len (data_reference* d, tree addr, tree off, tree len) >>>> + : dr (d), basic_addr (addr), offset (off), seg_len (len) {} >>>> + >>>> + data_reference* dr; >>>> + tree basic_addr; >>>> + tree offset; >>>> + tree seg_len; >>>> +}; >>>> + >>>> +/* Operator == between two dr_addr_with_seg_len objects. >>>> + >>>> + This equality operator is used to make sure two data refs >>>> + are the same one so that we will consider to combine the >>>> + aliasing checks of those two pairs of data dependent data >>>> + refs. */ >>>> + >>>> +bool operator == (const dr_addr_with_seg_len& d1, >>>> + const dr_addr_with_seg_len& d2) >>>> +{ >>>> + return operand_equal_p (d1.basic_addr, d2.basic_addr, 0) >>>> + && operand_equal_p (d1.offset, d2.offset, 0) >>>> + && operand_equal_p (d1.seg_len, d2.seg_len, 0); >>>> +} >>>> + >>>> +typedef std::pair <dr_addr_with_seg_len, dr_addr_with_seg_len> >>>> + dr_addr_with_seg_len_pair_t; >>>> + >>>> + >>>> +/* Operator < between two dr_addr_with_seg_len_pair_t objects. >>>> + >>>> + This operator is used to sort objects of dr_addr_with_seg_len_pair_t >>>> + so that we can combine aliasing checks during one scan. */ >>>> + >>>> +bool operator < (const dr_addr_with_seg_len_pair_t& p1, >>>> + const dr_addr_with_seg_len_pair_t& p2) >>>> +{ >>>> + const dr_addr_with_seg_len& p11 = p1.first; >>>> + const dr_addr_with_seg_len& p12 = p1.second; >>>> + const dr_addr_with_seg_len& p21 = p2.first; >>>> + const dr_addr_with_seg_len& p22 = p2.second; >>>> + >>>> + if (p11.basic_addr != p21.basic_addr) >>>> + return p11.basic_addr < p21.basic_addr; >>>> + if (p12.basic_addr != p22.basic_addr) >>>> + return p12.basic_addr < p22.basic_addr; >>>> + if (TREE_CODE (p11.offset) != INTEGER_CST >>>> + || TREE_CODE (p21.offset) != INTEGER_CST) >>>> + return p11.offset < p21.offset; >>>> + if (int_cst_value (p11.offset) != int_cst_value (p21.offset)) >>>> + return int_cst_value (p11.offset) < int_cst_value (p21.offset); >>>> + if (TREE_CODE (p12.offset) != INTEGER_CST >>>> + || TREE_CODE (p22.offset) != INTEGER_CST) >>>> + return p12.offset < p22.offset; >>>> + return int_cst_value (p12.offset) < int_cst_value (p22.offset); >>>> +} >>>> + >>>> +} >>>> >>>> /* Function vect_create_cond_for_alias_checks. >>>> >>>> @@ -2292,20 +2364,51 @@ vect_create_cond_for_alias_checks (loop_ >>>> if (may_alias_ddrs.is_empty ()) >>>> return; >>>> >>>> + >>>> + /* Basically, for each pair of dependent data refs store_ptr_0 >>>> + and load_ptr_0, we create an expression: >>>> + >>>> + ((store_ptr_0 + store_segment_length_0) <= load_ptr_0) >>>> + || (load_ptr_0 + load_segment_length_0) <= store_ptr_0)) >>>> + >>>> + for aliasing checks. However, in some cases we can decrease >>>> + the number of checks by combining two checks into one. For >>>> + example, suppose we have another pair of data refs store_ptr_0 >>>> + and load_ptr_1, and if the following condition is satisfied: >>>> + >>>> + load_ptr_0 < load_ptr_1 && >>>> + load_ptr_1 - load_ptr_0 - load_segment_length_0 < store_segment_length_0 >>>> + >>>> + (this condition means, in each iteration of vectorized loop, >>>> + the accessed memory of store_ptr_0 cannot be between the memory >>>> + of load_ptr_0 and load_ptr_1.) >>>> + >>>> + we then can use only the following expression to finish the >>>> + alising checks between store_ptr_0 & load_ptr_0 and >>>> + store_ptr_0 & load_ptr_1: >>>> + >>>> + ((store_ptr_0 + store_segment_length_0) <= load_ptr_0) >>>> + || (load_ptr_1 + load_segment_length_1 <= store_ptr_0)) >>>> + >>>> + Note that we only consider that load_ptr_0 and load_ptr_1 have the >>>> + same basic address. */ >>>> + >>>> + std::vector<dr_addr_with_seg_len_pair_t> ddrs_with_seg_len; >>>> + >>>> + /* First, we collect all data ref pairs for aliasing checks. */ >>>> + >>>> FOR_EACH_VEC_ELT (may_alias_ddrs, i, ddr) >>>> { >>>> struct data_reference *dr_a, *dr_b; >>>> gimple dr_group_first_a, dr_group_first_b; >>>> - tree addr_base_a, addr_base_b; >>>> tree segment_length_a, segment_length_b; >>>> gimple stmt_a, stmt_b; >>>> - tree seg_a_min, seg_a_max, seg_b_min, seg_b_max; >>>> >>>> dr_a = DDR_A (ddr); >>>> stmt_a = DR_STMT (DDR_A (ddr)); >>>> dr_group_first_a = GROUP_FIRST_ELEMENT (vinfo_for_stmt (stmt_a)); >>>> if (dr_group_first_a) >>>> - { >>>> + { >>>> stmt_a = dr_group_first_a; >>>> dr_a = STMT_VINFO_DATA_REF (vinfo_for_stmt (stmt_a)); >>>> } >>>> @@ -2314,20 +2417,11 @@ vect_create_cond_for_alias_checks (loop_ >>>> stmt_b = DR_STMT (DDR_B (ddr)); >>>> dr_group_first_b = GROUP_FIRST_ELEMENT (vinfo_for_stmt (stmt_b)); >>>> if (dr_group_first_b) >>>> - { >>>> + { >>>> stmt_b = dr_group_first_b; >>>> dr_b = STMT_VINFO_DATA_REF (vinfo_for_stmt (stmt_b)); >>>> } >>>> >>>> - addr_base_a >>>> - = fold_build_pointer_plus (DR_BASE_ADDRESS (dr_a), >>>> - size_binop (PLUS_EXPR, DR_OFFSET (dr_a), >>>> - DR_INIT (dr_a))); >>>> - addr_base_b >>>> - = fold_build_pointer_plus (DR_BASE_ADDRESS (dr_b), >>>> - size_binop (PLUS_EXPR, DR_OFFSET (dr_b), >>>> - DR_INIT (dr_b))); >>>> - >>>> if (!operand_equal_p (DR_STEP (dr_a), DR_STEP (dr_b), 0)) >>>> length_factor = scalar_loop_iters; >>>> else >>>> @@ -2335,24 +2429,149 @@ vect_create_cond_for_alias_checks (loop_ >>>> segment_length_a = vect_vfa_segment_size (dr_a, length_factor); >>>> segment_length_b = vect_vfa_segment_size (dr_b, length_factor); >>>> >>>> + dr_addr_with_seg_len_pair_t dr_with_seg_len_pair >>>> + (dr_addr_with_seg_len >>>> + (dr_a, DR_BASE_ADDRESS (dr_a), >>>> + size_binop (PLUS_EXPR, DR_OFFSET (dr_a), DR_INIT (dr_a)), >>>> + segment_length_a), >>>> + dr_addr_with_seg_len >>>> + (dr_b, DR_BASE_ADDRESS (dr_b), >>>> + size_binop (PLUS_EXPR, DR_OFFSET (dr_b), DR_INIT (dr_b)), >>>> + segment_length_b)); >>>> + >>>> + if (dr_with_seg_len_pair.first.basic_addr > >>>> + dr_with_seg_len_pair.second.basic_addr) >>>> + std::swap (dr_with_seg_len_pair.first, dr_with_seg_len_pair.second); >>>> + >>>> + ddrs_with_seg_len.push_back (dr_with_seg_len_pair); >>>> + } >>>> + >>>> + /* Second, we sort the collected data ref pairs so that we can scan >>>> + them once to combine all possible aliasing checks. */ >>>> + >>>> + std::sort (ddrs_with_seg_len.begin(), ddrs_with_seg_len.end()); >>>> + >>>> + /* Remove duplicate data ref pairs. */ >>>> + ddrs_with_seg_len.erase (std::unique (ddrs_with_seg_len.begin(), >>>> + ddrs_with_seg_len.end()), >>>> + ddrs_with_seg_len.end()); >>>> + >>>> + /* We then scan the sorted dr pairs and check if we can combine >>>> + alias checks of two neighbouring dr pairs. */ >>>> + >>>> + for (size_t i = 1; i < ddrs_with_seg_len.size (); ++i) >>>> + { >>>> + dr_addr_with_seg_len& dr_a1 = ddrs_with_seg_len[i-1].first; >>>> + dr_addr_with_seg_len& dr_b1 = ddrs_with_seg_len[i-1].second; >>>> + dr_addr_with_seg_len& dr_a2 = ddrs_with_seg_len[i].first; >>>> + dr_addr_with_seg_len& dr_b2 = ddrs_with_seg_len[i].second; >>>> + >>>> + if (dr_a1 == dr_a2) >>>> + { >>>> + if (dr_b1.basic_addr != dr_b2.basic_addr >>>> + || TREE_CODE (dr_b1.offset) != INTEGER_CST >>>> + || TREE_CODE (dr_b2.offset) != INTEGER_CST) >>>> + continue; >>>> + >>>> + int diff = int_cst_value (dr_b2.offset) - >>>> + int_cst_value (dr_b1.offset); >>>> + >>>> + gcc_assert (diff > 0); >>>> + >>>> + if (diff <= vect_factor >>>> + || (TREE_CODE (dr_b1.seg_len) == INTEGER_CST >>>> + && diff - int_cst_value (dr_b1.seg_len) < vect_factor) >>>> + || (TREE_CODE (dr_b1.seg_len) == INTEGER_CST >>>> + && TREE_CODE (dr_a1.seg_len) == INTEGER_CST >>>> + && diff - int_cst_value (dr_b1.seg_len) < >>>> + int_cst_value (dr_a1.seg_len))) >>>> + { >>>> + if (dump_enabled_p ()) >>>> + { >>>> + dump_printf_loc >>>> + (MSG_NOTE, vect_location, >>>> + "combining two runtime checks for data references "); >>>> + dump_generic_expr (MSG_NOTE, TDF_SLIM, DR_REF (dr_b1.dr)); >>>> + dump_printf (MSG_NOTE, " and "); >>>> + dump_generic_expr (MSG_NOTE, TDF_SLIM, DR_REF (dr_b2.dr)); >>>> + dump_printf (MSG_NOTE, "\n"); >>>> + } >>>> + >>>> + dr_b1.seg_len = size_binop (PLUS_EXPR, >>>> + dr_b2.seg_len, size_int (diff)); >>>> + ddrs_with_seg_len.erase (ddrs_with_seg_len.begin () + i); >>>> + --i; >>>> + } >>>> + } >>>> + else if (dr_b1 == dr_b2) >>>> + { >>>> + if (dr_a1.basic_addr != dr_a2.basic_addr >>>> + || TREE_CODE (dr_a1.offset) != INTEGER_CST >>>> + || TREE_CODE (dr_a2.offset) != INTEGER_CST) >>>> + continue; >>>> + >>>> + int diff = int_cst_value (dr_a2.offset) - >>>> + int_cst_value (dr_a1.offset); >>>> + >>>> + gcc_assert (diff > 0); >>>> + >>>> + if (diff <= vect_factor >>>> + || (TREE_CODE (dr_a1.seg_len) == INTEGER_CST >>>> + && diff - int_cst_value (dr_a1.seg_len) < vect_factor) >>>> + || (TREE_CODE (dr_a1.seg_len) == INTEGER_CST >>>> + && TREE_CODE (dr_b1.seg_len) == INTEGER_CST >>>> + && diff - int_cst_value (dr_a1.seg_len) < >>>> + int_cst_value (dr_b1.seg_len))) >>>> + { >>>> + if (dump_enabled_p ()) >>>> + { >>>> + dump_printf_loc >>>> + (MSG_NOTE, vect_location, >>>> + "combining two runtime checks for data references "); >>>> + dump_generic_expr (MSG_NOTE, TDF_SLIM, DR_REF (dr_a1.dr)); >>>> + dump_printf (MSG_NOTE, " and "); >>>> + dump_generic_expr (MSG_NOTE, TDF_SLIM, DR_REF (dr_a2.dr)); >>>> + dump_printf (MSG_NOTE, "\n"); >>>> + } >>>> + >>>> + dr_a1.seg_len = size_binop (PLUS_EXPR, >>>> + dr_a2.seg_len, size_int (diff)); >>>> + ddrs_with_seg_len.erase (ddrs_with_seg_len.begin () + i); >>>> + --i; >>>> + } >>>> + } >>>> + } >>>> + >>>> + for (size_t i = 0, s = ddrs_with_seg_len.size (); i < s; ++i) >>>> + { >>>> + const dr_addr_with_seg_len& dr_a = ddrs_with_seg_len[i].first; >>>> + const dr_addr_with_seg_len& dr_b = ddrs_with_seg_len[i].second; >>>> + tree segment_length_a = dr_a.seg_len; >>>> + tree segment_length_b = dr_b.seg_len; >>>> + >>>> + tree addr_base_a >>>> + = fold_build_pointer_plus (dr_a.basic_addr, dr_a.offset); >>>> + tree addr_base_b >>>> + = fold_build_pointer_plus (dr_b.basic_addr, dr_b.offset); >>>> + >>>> if (dump_enabled_p ()) >>>> { >>>> dump_printf_loc (MSG_NOTE, vect_location, >>>> - "create runtime check for data references "); >>>> - dump_generic_expr (MSG_NOTE, TDF_SLIM, DR_REF (dr_a)); >>>> + "create runtime check for data references "); >>>> + dump_generic_expr (MSG_NOTE, TDF_SLIM, DR_REF (dr_a.dr)); >>>> dump_printf (MSG_NOTE, " and "); >>>> - dump_generic_expr (MSG_NOTE, TDF_SLIM, DR_REF (dr_b)); >>>> - dump_printf (MSG_NOTE, "\n"); >>>> + dump_generic_expr (MSG_NOTE, TDF_SLIM, DR_REF (dr_b.dr)); >>>> + dump_printf (MSG_NOTE, "\n"); >>>> } >>>> >>>> - seg_a_min = addr_base_a; >>>> - seg_a_max = fold_build_pointer_plus (addr_base_a, segment_length_a); >>>> - if (tree_int_cst_compare (DR_STEP (dr_a), size_zero_node) < 0) >>>> + tree seg_a_min = addr_base_a; >>>> + tree seg_a_max = fold_build_pointer_plus (addr_base_a, segment_length_a); >>>> + if (tree_int_cst_compare (DR_STEP (dr_a.dr), size_zero_node) < 0) >>>> seg_a_min = seg_a_max, seg_a_max = addr_base_a; >>>> >>>> - seg_b_min = addr_base_b; >>>> - seg_b_max = fold_build_pointer_plus (addr_base_b, segment_length_b); >>>> - if (tree_int_cst_compare (DR_STEP (dr_b), size_zero_node) < 0) >>>> + tree seg_b_min = addr_base_b; >>>> + tree seg_b_max = fold_build_pointer_plus (addr_base_b, segment_length_b); >>>> + if (tree_int_cst_compare (DR_STEP (dr_b.dr), size_zero_node) < 0) >>>> seg_b_min = seg_b_max, seg_b_max = addr_base_b; >>>> >>>> part_cond_expr = >>>> @@ -2477,6 +2696,81 @@ vect_loop_versioning (loop_vec_info loop >>>> adjust_phi_and_debug_stmts (orig_phi, e, PHI_RESULT (new_phi)); >>>> } >>>> >>>> + /* Extract load and store statements on pointers with zero-stride >>>> + accesses. */ >>>> + if (LOOP_REQUIRES_VERSIONING_FOR_ALIAS (loop_vinfo)) >>>> + { >>>> + >>>> + /* In the loop body, we iterate each statement to check if it is a load >>>> + or store. Then we check the DR_STEP of the data reference. If >>>> + DR_STEP is zero, then we will hoist the load statement to the loop >>>> + preheader, and move the store statement to the loop exit. */ >>>> + >>>> + for (gimple_stmt_iterator si = gsi_start_bb (loop->header); >>>> + !gsi_end_p (si); ) >>>> + { >>>> + gimple stmt = gsi_stmt (si); >>>> + stmt_vec_info stmt_info = vinfo_for_stmt (stmt); >>>> + struct data_reference *dr = STMT_VINFO_DATA_REF (stmt_info); >>>> + >>>> + >>>> + if (dr && integer_zerop (DR_STEP (dr))) >>>> + { >>>> + if (DR_IS_READ (dr)) >>>> + { >>>> + if (dump_file) >>>> + { >>>> + fprintf (dump_file, >>>> + "Hoist the load to outside of the loop:\n"); >>>> + print_gimple_stmt (dump_file, stmt, 0, >>>> + TDF_VOPS|TDF_MEMSYMS); >>>> + } >>>> + >>>> + basic_block preheader = loop_preheader_edge (loop)->src; >>>> + gimple_stmt_iterator si_dst = gsi_last_bb (preheader); >>>> + gsi_move_after (&si, &si_dst); >>>> + } >>>> + else >>>> + { >>>> + gimple_stmt_iterator si_dst = >>>> + gsi_last_bb (single_exit (loop)->dest); >>>> + gsi_move_after (&si, &si_dst); >>>> + } >>>> + continue; >>>> + } >>>> + else if (!dr) >>>> + { >>>> + bool hoist = true; >>>> + for (size_t i = 0; i < gimple_num_ops (stmt); i++) >>>> + { >>>> + tree op = gimple_op (stmt, i); >>>> + if (TREE_CODE (op) == INTEGER_CST >>>> + || TREE_CODE (op) == REAL_CST) >>>> + continue; >>>> + if (TREE_CODE (op) == SSA_NAME) >>>> + { >>>> + gimple def = SSA_NAME_DEF_STMT (op); >>>> + if (def == stmt >>>> + || gimple_nop_p (def) >>>> + || !flow_bb_inside_loop_p (loop, gimple_bb (def))) >>>> + continue; >>>> + } >>>> + hoist = false; >>>> + break; >>>> + } >>>> + >>>> + if (hoist) >>>> + { >>>> + basic_block preheader = loop_preheader_edge (loop)->src; >>>> + gimple_stmt_iterator si_dst = gsi_last_bb (preheader); >>>> + gsi_move_after (&si, &si_dst); >>>> + continue; >>>> + } >>>> + } >>>> + gsi_next (&si); >>>> + } >>>> + } >>>> + >>>> /* End loop-exit-fixes after versioning. */ >>>> >>>> if (cond_expr_stmt_list) >>>> Index: gcc/ChangeLog >>>> =================================================================== >>>> --- gcc/ChangeLog (revision 202663) >>>> +++ gcc/ChangeLog (working copy) >>>> @@ -1,3 +1,8 @@ >>>> +2013-10-01 Cong Hou <congh@google.com> >>>> + >>>> + * tree-vect-loop-manip.c (vect_create_cond_for_alias_checks): Combine >>>> + alias checks if it is possible to amortize the runtime overhead. >>>> + >>>> >>>> >>> >>> -- >>> Richard Biener <rguenther@suse.de> >>> SUSE / SUSE Labs >>> SUSE LINUX Products GmbH - Nuernberg - AG Nuernberg - HRB 16746 >>> GF: Jeff Hawn, Jennifer Guild, Felix Imend

**References**:**[PATCH] Reducing number of alias checks in vectorization.***From:*Cong Hou

**Re: [PATCH] Reducing number of alias checks in vectorization.***From:*Richard Biener

**Re: [PATCH] Reducing number of alias checks in vectorization.***From:*Cong Hou

**Re: [PATCH] Reducing number of alias checks in vectorization.***From:*Cong Hou

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