speed up end_fde_sort using radix sort
Checks
Commit Message
When registering a dynamic unwinding frame the fde list is sorted.
Previously, we split the list into a sorted and an unsorted part,
sorted the later using heap sort, and merged both. That can be
quite slow due to the large number of (expensive) comparisons.
This patch replaces that logic with a radix sort instead. The
radix sort uses the same amount of memory as the old logic,
using the second list as auxiliary space, and it includes two
techniques to speed up sorting: First, it computes the pointer
addresses for blocks of values, reducing the decoding overhead.
And it recognizes when the data has reached a sorted state,
allowing for early termination. When running out of memory
we fall back to pure heap sort, as before.
For this test program
#include <cstdio>
int main(int argc, char** argv) {
return 0;
}
compiled with g++ -O -o hello -static hello.c we get with
perf stat -r 200 on a 5950X the following performance numbers:
old logic:
0,20 msec task-clock
930.834 cycles
3.079.765 instructions
0,00030478 +- 0,00000237 seconds time elapsed
new logic:
0,10 msec task-clock
473.269 cycles
1.239.077 instructions
0,00021119 +- 0,00000168 seconds time elapsed
libgcc/ChangeLog:
* unwind-dw2-fde.c: Use radix sort instead of split+sort+merge.
---
libgcc/unwind-dw2-fde.c | 234 +++++++++++++++++++++++-----------------
1 file changed, 134 insertions(+), 100 deletions(-)
Comments
On 11/22/22 03:00, Thomas Neumann wrote:
> When registering a dynamic unwinding frame the fde list is sorted.
> Previously, we split the list into a sorted and an unsorted part,
> sorted the later using heap sort, and merged both. That can be
> quite slow due to the large number of (expensive) comparisons.
>
> This patch replaces that logic with a radix sort instead. The
> radix sort uses the same amount of memory as the old logic,
> using the second list as auxiliary space, and it includes two
> techniques to speed up sorting: First, it computes the pointer
> addresses for blocks of values, reducing the decoding overhead.
> And it recognizes when the data has reached a sorted state,
> allowing for early termination. When running out of memory
> we fall back to pure heap sort, as before.
>
> For this test program
>
> #include <cstdio>
> int main(int argc, char** argv) {
> return 0;
> }
>
> compiled with g++ -O -o hello -static hello.c we get with
> perf stat -r 200 on a 5950X the following performance numbers:
>
> old logic:
>
> 0,20 msec task-clock
> 930.834 cycles
> 3.079.765 instructions
> 0,00030478 +- 0,00000237 seconds time elapsed
>
> new logic:
>
> 0,10 msec task-clock
> 473.269 cycles
> 1.239.077 instructions
> 0,00021119 +- 0,00000168 seconds time elapsed
>
> libgcc/ChangeLog:
> * unwind-dw2-fde.c: Use radix sort instead of split+sort+merge.
> ---
> libgcc/unwind-dw2-fde.c | 234 +++++++++++++++++++++++-----------------
> 1 file changed, 134 insertions(+), 100 deletions(-)
>
> diff --git a/libgcc/unwind-dw2-fde.c b/libgcc/unwind-dw2-fde.c
> index 3c0cc654ec0..b81540c41a4 100644
> --- a/libgcc/unwind-dw2-fde.c
> +++ b/libgcc/unwind-dw2-fde.c
> @@ -456,22 +456,52 @@ fde_mixed_encoding_compare (struct object *ob,
> const fde *x, const fde *y)
>
> typedef int (*fde_compare_t) (struct object *, const fde *, const fde *);
>
> +// The extractor functions compute the pointer values for a block of
> +// fdes. The block processing hides the call overhead.
>
> -/* This is a special mix of insertion sort and heap sort, optimized for
> - the data sets that actually occur. They look like
> - 101 102 103 127 128 105 108 110 190 111 115 119 125 160 126 129 130.
> - I.e. a linearly increasing sequence (coming from functions in the text
> - section), with additionally a few unordered elements (coming from
> functions
> - in gnu_linkonce sections) whose values are higher than the values in
> the
> - surrounding linear sequence (but not necessarily higher than the values
> - at the end of the linear sequence!).
> - The worst-case total run time is O(N) + O(n log (n)), where N is the
> - total number of FDEs and n is the number of erratic ones. */
> +static void
> +fde_unencoded_extract (struct object *ob __attribute__ ((unused)),
> + _Unwind_Ptr *target, const fde **x, int count)
> +{
> + for (int index = 0; index < count; ++index)
> + memcpy (target + index, x[index]->pc_begin, sizeof (_Unwind_Ptr));
> +}
> +
> +static void
> +fde_single_encoding_extract (struct object *ob, _Unwind_Ptr *target,
> + const fde **x, int count)
> +{
> + _Unwind_Ptr base;
> +
> + base = base_from_object (ob->s.b.encoding, ob);
> + for (int index = 0; index < count; ++index)
> + read_encoded_value_with_base (ob->s.b.encoding, base,
> x[index]->pc_begin,
> + target + index);
> +}
> +
> +static void
> +fde_mixed_encoding_extract (struct object *ob, _Unwind_Ptr *target,
> + const fde **x, int count)
> +{
> + for (int index = 0; index < count; ++index)
> + {
> + int encoding = get_fde_encoding (x[index]);
> + read_encoded_value_with_base (encoding, base_from_object
> (encoding, ob),
> + x[index]->pc_begin, target + index);
> + }
> +}
> +
> +typedef void (*fde_extractor_t) (struct object *, _Unwind_Ptr *, const
> fde **,
> + int);
> +
> +// Data is is sorted using radix sort if possible, using an temporary
> +// auxiliary data structure of the same size as the input. When running
> +// out of memory to in-place heap sort.
s/to/do/ ?
OK with that change or other fix to that sentence.
> struct fde_accumulator
> {
> struct fde_vector *linear;
> - struct fde_vector *erratic;
> + struct fde_vector *aux;
> };
>
> static inline int
> @@ -485,8 +515,8 @@ start_fde_sort (struct fde_accumulator *accu, size_t
> count)
> if ((accu->linear = malloc (size)))
> {
> accu->linear->count = 0;
> - if ((accu->erratic = malloc (size)))
> - accu->erratic->count = 0;
> + if ((accu->aux = malloc (size)))
> + accu->aux->count = 0;
> return 1;
> }
> else
> @@ -500,59 +530,6 @@ fde_insert (struct fde_accumulator *accu, const fde
> *this_fde)
> accu->linear->array[accu->linear->count++] = this_fde;
> }
>
> -/* Split LINEAR into a linear sequence with low values and an erratic
> - sequence with high values, put the linear one (of longest possible
> - length) into LINEAR and the erratic one into ERRATIC. This is O(N).
> -
> - Because the longest linear sequence we are trying to locate within the
> - incoming LINEAR array can be interspersed with (high valued) erratic
> - entries. We construct a chain indicating the sequenced entries.
> - To avoid having to allocate this chain, we overlay it onto the space of
> - the ERRATIC array during construction. A final pass iterates over the
> - chain to determine what should be placed in the ERRATIC array, and
> - what is the linear sequence. This overlay is safe from aliasing. */
> -
> -static inline void
> -fde_split (struct object *ob, fde_compare_t fde_compare,
> - struct fde_vector *linear, struct fde_vector *erratic)
> -{
> - static const fde *marker;
> - size_t count = linear->count;
> - const fde *const *chain_end = ▮
> - size_t i, j, k;
> -
> - /* This should optimize out, but it is wise to make sure this assumption
> - is correct. Should these have different sizes, we cannot cast between
> - them and the overlaying onto ERRATIC will not work. */
> - gcc_assert (sizeof (const fde *) == sizeof (const fde **));
> -
> - for (i = 0; i < count; i++)
> - {
> - const fde *const *probe;
> -
> - for (probe = chain_end;
> - probe != &marker && fde_compare (ob, linear->array[i], *probe) < 0;
> - probe = chain_end)
> - {
> - chain_end = (const fde *const*) erratic->array[probe -
> linear->array];
> - erratic->array[probe - linear->array] = NULL;
> - }
> - erratic->array[i] = (const fde *) chain_end;
> - chain_end = &linear->array[i];
> - }
> -
> - /* Each entry in LINEAR which is part of the linear sequence we have
> - discovered will correspond to a non-NULL entry in the chain we
> built in
> - the ERRATIC array. */
> - for (i = j = k = 0; i < count; i++)
> - if (erratic->array[i])
> - linear->array[j++] = linear->array[i];
> - else
> - erratic->array[k++] = linear->array[i];
> - linear->count = j;
> - erratic->count = k;
> -}
> -
> #define SWAP(x,y) do { const fde * tmp = x; x = y; y = tmp; } while (0)
>
> /* Convert a semi-heap to a heap. A semi-heap is a heap except possibly
> @@ -615,59 +592,116 @@ frame_heapsort (struct object *ob, fde_compare_t
> fde_compare,
> #undef SWAP
> }
>
> -/* Merge V1 and V2, both sorted, and put the result into V1. */
> +// Radix sort data in V1 using V2 as aux memory. Runtime O(n).
> static inline void
> -fde_merge (struct object *ob, fde_compare_t fde_compare,
> - struct fde_vector *v1, struct fde_vector *v2)
> +fde_radixsort (struct object *ob, fde_extractor_t fde_extractor,
> + struct fde_vector *v1, struct fde_vector *v2)
> {
> - size_t i1, i2;
> - const fde * fde2;
> -
> - i2 = v2->count;
> - if (i2 > 0)
> +#define FANOUTBITS 8
> +#define FANOUT (1 << FANOUTBITS)
> +#define BLOCKSIZE 128
> + const unsigned rounds
> + = (__CHAR_BIT__ * sizeof (_Unwind_Ptr) + FANOUTBITS - 1) / FANOUTBITS;
> + const fde **a1 = v1->array, **a2 = v2->array;
> + _Unwind_Ptr ptrs[BLOCKSIZE + 1];
> + unsigned n = v1->count;
> + for (unsigned round = 0; round != rounds; ++round)
> {
> - i1 = v1->count;
> - do
> + unsigned counts[FANOUT] = {0};
> + unsigned violations = 0;
> +
> + // Count the number of elements per bucket and check if we are
> already
> + // sorted.
> + _Unwind_Ptr last = 0;
> + for (unsigned i = 0; i < n;)
> {
> - i2--;
> - fde2 = v2->array[i2];
> - while (i1 > 0 && fde_compare (ob, v1->array[i1-1], fde2) > 0)
> + unsigned chunk = ((n - i) <= BLOCKSIZE) ? (n - i) : BLOCKSIZE;
> + fde_extractor (ob, ptrs + 1, a1 + i, chunk);
> + ptrs[0] = last;
> + for (unsigned j = 0; j < chunk; ++j)
> {
> - v1->array[i1+i2] = v1->array[i1-1];
> - i1--;
> + unsigned b = (ptrs[j + 1] >> (round * FANOUTBITS)) & (FANOUT
> - 1);
> + counts[b]++;
> + // Use summation instead of an if to eliminate branches.
> + violations += ptrs[j + 1] < ptrs[j];
> }
> - v1->array[i1+i2] = fde2;
> + i += chunk;
> + last = ptrs[chunk];
> }
> - while (i2 > 0);
> - v1->count += v2->count;
> +
> + // Stop if we are already sorted.
> + if (!violations)
> + {
> + // The sorted data is in a1 now.
> + a2 = a1;
> + break;
> + }
> +
> + // Compute the prefix sum.
> + unsigned sum = 0;
> + for (unsigned i = 0; i != FANOUT; ++i)
> + {
> + unsigned s = sum;
> + sum += counts[i];
> + counts[i] = s;
> + }
> +
> + // Place all elements.
> + for (unsigned i = 0; i < n;)
> + {
> + unsigned chunk = ((n - i) <= BLOCKSIZE) ? (n - i) : BLOCKSIZE;
> + fde_extractor (ob, ptrs, a1 + i, chunk);
> + for (unsigned j = 0; j < chunk; ++j)
> + {
> + unsigned b = (ptrs[j] >> (round * FANOUTBITS)) & (FANOUT - 1);
> + a2[counts[b]++] = a1[i + j];
> + }
> + i += chunk;
> + }
> +
> + // Swap a1 and a2.
> + const fde **tmp = a1;
> + a1 = a2;
> + a2 = tmp;
> }
> +#undef BLOCKSIZE
> +#undef FANOUT
> +#undef FANOUTBITS
> +
> + // The data is in a2 now, move in place if needed.
> + if (a2 != v1->array)
> + memcpy (v1->array, a2, sizeof (const fde *) * n);
> }
>
> static inline void
> end_fde_sort (struct object *ob, struct fde_accumulator *accu, size_t
> count)
> {
> - fde_compare_t fde_compare;
> -
> gcc_assert (!accu->linear || accu->linear->count == count);
>
> - if (ob->s.b.mixed_encoding)
> - fde_compare = fde_mixed_encoding_compare;
> - else if (ob->s.b.encoding == DW_EH_PE_absptr)
> - fde_compare = fde_unencoded_compare;
> - else
> - fde_compare = fde_single_encoding_compare;
> -
> - if (accu->erratic)
> + if (accu->aux)
> {
> - fde_split (ob, fde_compare, accu->linear, accu->erratic);
> - gcc_assert (accu->linear->count + accu->erratic->count == count);
> - frame_heapsort (ob, fde_compare, accu->erratic);
> - fde_merge (ob, fde_compare, accu->linear, accu->erratic);
> - free (accu->erratic);
> + fde_extractor_t fde_extractor;
> + if (ob->s.b.mixed_encoding)
> + fde_extractor = fde_mixed_encoding_extract;
> + else if (ob->s.b.encoding == DW_EH_PE_absptr)
> + fde_extractor = fde_unencoded_extract;
> + else
> + fde_extractor = fde_single_encoding_extract;
> +
> + fde_radixsort (ob, fde_extractor, accu->linear, accu->aux);
> + free (accu->aux);
> }
> else
> {
> - /* We've not managed to malloc an erratic array,
> + fde_compare_t fde_compare;
> + if (ob->s.b.mixed_encoding)
> + fde_compare = fde_mixed_encoding_compare;
> + else if (ob->s.b.encoding == DW_EH_PE_absptr)
> + fde_compare = fde_unencoded_compare;
> + else
> + fde_compare = fde_single_encoding_compare;
> +
> + /* We've not managed to malloc an aux array,
> so heap sort in the linear one. */
> frame_heapsort (ob, fde_compare, accu->linear);
> }
@@ -456,22 +456,52 @@ fde_mixed_encoding_compare (struct object *ob, const fde *x, const fde *y)
typedef int (*fde_compare_t) (struct object *, const fde *, const fde *);
+// The extractor functions compute the pointer values for a block of
+// fdes. The block processing hides the call overhead.
-/* This is a special mix of insertion sort and heap sort, optimized for
- the data sets that actually occur. They look like
- 101 102 103 127 128 105 108 110 190 111 115 119 125 160 126 129 130.
- I.e. a linearly increasing sequence (coming from functions in the text
- section), with additionally a few unordered elements (coming from functions
- in gnu_linkonce sections) whose values are higher than the values in the
- surrounding linear sequence (but not necessarily higher than the values
- at the end of the linear sequence!).
- The worst-case total run time is O(N) + O(n log (n)), where N is the
- total number of FDEs and n is the number of erratic ones. */
+static void
+fde_unencoded_extract (struct object *ob __attribute__ ((unused)),
+ _Unwind_Ptr *target, const fde **x, int count)
+{
+ for (int index = 0; index < count; ++index)
+ memcpy (target + index, x[index]->pc_begin, sizeof (_Unwind_Ptr));
+}
+
+static void
+fde_single_encoding_extract (struct object *ob, _Unwind_Ptr *target,
+ const fde **x, int count)
+{
+ _Unwind_Ptr base;
+
+ base = base_from_object (ob->s.b.encoding, ob);
+ for (int index = 0; index < count; ++index)
+ read_encoded_value_with_base (ob->s.b.encoding, base, x[index]->pc_begin,
+ target + index);
+}
+
+static void
+fde_mixed_encoding_extract (struct object *ob, _Unwind_Ptr *target,
+ const fde **x, int count)
+{
+ for (int index = 0; index < count; ++index)
+ {
+ int encoding = get_fde_encoding (x[index]);
+ read_encoded_value_with_base (encoding, base_from_object (encoding, ob),
+ x[index]->pc_begin, target + index);
+ }
+}
+
+typedef void (*fde_extractor_t) (struct object *, _Unwind_Ptr *, const fde **,
+ int);
+
+// Data is is sorted using radix sort if possible, using an temporary
+// auxiliary data structure of the same size as the input. When running
+// out of memory to in-place heap sort.
struct fde_accumulator
{
struct fde_vector *linear;
- struct fde_vector *erratic;
+ struct fde_vector *aux;
};
static inline int
@@ -485,8 +515,8 @@ start_fde_sort (struct fde_accumulator *accu, size_t count)
if ((accu->linear = malloc (size)))
{
accu->linear->count = 0;
- if ((accu->erratic = malloc (size)))
- accu->erratic->count = 0;
+ if ((accu->aux = malloc (size)))
+ accu->aux->count = 0;
return 1;
}
else
@@ -500,59 +530,6 @@ fde_insert (struct fde_accumulator *accu, const fde *this_fde)
accu->linear->array[accu->linear->count++] = this_fde;
}
-/* Split LINEAR into a linear sequence with low values and an erratic
- sequence with high values, put the linear one (of longest possible
- length) into LINEAR and the erratic one into ERRATIC. This is O(N).
-
- Because the longest linear sequence we are trying to locate within the
- incoming LINEAR array can be interspersed with (high valued) erratic
- entries. We construct a chain indicating the sequenced entries.
- To avoid having to allocate this chain, we overlay it onto the space of
- the ERRATIC array during construction. A final pass iterates over the
- chain to determine what should be placed in the ERRATIC array, and
- what is the linear sequence. This overlay is safe from aliasing. */
-
-static inline void
-fde_split (struct object *ob, fde_compare_t fde_compare,
- struct fde_vector *linear, struct fde_vector *erratic)
-{
- static const fde *marker;
- size_t count = linear->count;
- const fde *const *chain_end = ▮
- size_t i, j, k;
-
- /* This should optimize out, but it is wise to make sure this assumption
- is correct. Should these have different sizes, we cannot cast between
- them and the overlaying onto ERRATIC will not work. */
- gcc_assert (sizeof (const fde *) == sizeof (const fde **));
-
- for (i = 0; i < count; i++)
- {
- const fde *const *probe;
-
- for (probe = chain_end;
- probe != &marker && fde_compare (ob, linear->array[i], *probe) < 0;
- probe = chain_end)
- {
- chain_end = (const fde *const*) erratic->array[probe - linear->array];
- erratic->array[probe - linear->array] = NULL;
- }
- erratic->array[i] = (const fde *) chain_end;
- chain_end = &linear->array[i];
- }
-
- /* Each entry in LINEAR which is part of the linear sequence we have
- discovered will correspond to a non-NULL entry in the chain we built in
- the ERRATIC array. */
- for (i = j = k = 0; i < count; i++)
- if (erratic->array[i])
- linear->array[j++] = linear->array[i];
- else
- erratic->array[k++] = linear->array[i];
- linear->count = j;
- erratic->count = k;
-}
-
#define SWAP(x,y) do { const fde * tmp = x; x = y; y = tmp; } while (0)
/* Convert a semi-heap to a heap. A semi-heap is a heap except possibly
@@ -615,59 +592,116 @@ frame_heapsort (struct object *ob, fde_compare_t fde_compare,
#undef SWAP
}
-/* Merge V1 and V2, both sorted, and put the result into V1. */
+// Radix sort data in V1 using V2 as aux memory. Runtime O(n).
static inline void
-fde_merge (struct object *ob, fde_compare_t fde_compare,
- struct fde_vector *v1, struct fde_vector *v2)
+fde_radixsort (struct object *ob, fde_extractor_t fde_extractor,
+ struct fde_vector *v1, struct fde_vector *v2)
{
- size_t i1, i2;
- const fde * fde2;
-
- i2 = v2->count;
- if (i2 > 0)
+#define FANOUTBITS 8
+#define FANOUT (1 << FANOUTBITS)
+#define BLOCKSIZE 128
+ const unsigned rounds
+ = (__CHAR_BIT__ * sizeof (_Unwind_Ptr) + FANOUTBITS - 1) / FANOUTBITS;
+ const fde **a1 = v1->array, **a2 = v2->array;
+ _Unwind_Ptr ptrs[BLOCKSIZE + 1];
+ unsigned n = v1->count;
+ for (unsigned round = 0; round != rounds; ++round)
{
- i1 = v1->count;
- do
+ unsigned counts[FANOUT] = {0};
+ unsigned violations = 0;
+
+ // Count the number of elements per bucket and check if we are already
+ // sorted.
+ _Unwind_Ptr last = 0;
+ for (unsigned i = 0; i < n;)
{
- i2--;
- fde2 = v2->array[i2];
- while (i1 > 0 && fde_compare (ob, v1->array[i1-1], fde2) > 0)
+ unsigned chunk = ((n - i) <= BLOCKSIZE) ? (n - i) : BLOCKSIZE;
+ fde_extractor (ob, ptrs + 1, a1 + i, chunk);
+ ptrs[0] = last;
+ for (unsigned j = 0; j < chunk; ++j)
{
- v1->array[i1+i2] = v1->array[i1-1];
- i1--;
+ unsigned b = (ptrs[j + 1] >> (round * FANOUTBITS)) & (FANOUT - 1);
+ counts[b]++;
+ // Use summation instead of an if to eliminate branches.
+ violations += ptrs[j + 1] < ptrs[j];
}
- v1->array[i1+i2] = fde2;
+ i += chunk;
+ last = ptrs[chunk];
}
- while (i2 > 0);
- v1->count += v2->count;
+
+ // Stop if we are already sorted.
+ if (!violations)
+ {
+ // The sorted data is in a1 now.
+ a2 = a1;
+ break;
+ }
+
+ // Compute the prefix sum.
+ unsigned sum = 0;
+ for (unsigned i = 0; i != FANOUT; ++i)
+ {
+ unsigned s = sum;
+ sum += counts[i];
+ counts[i] = s;
+ }
+
+ // Place all elements.
+ for (unsigned i = 0; i < n;)
+ {
+ unsigned chunk = ((n - i) <= BLOCKSIZE) ? (n - i) : BLOCKSIZE;
+ fde_extractor (ob, ptrs, a1 + i, chunk);
+ for (unsigned j = 0; j < chunk; ++j)
+ {
+ unsigned b = (ptrs[j] >> (round * FANOUTBITS)) & (FANOUT - 1);
+ a2[counts[b]++] = a1[i + j];
+ }
+ i += chunk;
+ }
+
+ // Swap a1 and a2.
+ const fde **tmp = a1;
+ a1 = a2;
+ a2 = tmp;
}
+#undef BLOCKSIZE
+#undef FANOUT
+#undef FANOUTBITS
+
+ // The data is in a2 now, move in place if needed.
+ if (a2 != v1->array)
+ memcpy (v1->array, a2, sizeof (const fde *) * n);
}
static inline void
end_fde_sort (struct object *ob, struct fde_accumulator *accu, size_t count)
{
- fde_compare_t fde_compare;
-
gcc_assert (!accu->linear || accu->linear->count == count);
- if (ob->s.b.mixed_encoding)
- fde_compare = fde_mixed_encoding_compare;
- else if (ob->s.b.encoding == DW_EH_PE_absptr)
- fde_compare = fde_unencoded_compare;
- else
- fde_compare = fde_single_encoding_compare;
-
- if (accu->erratic)
+ if (accu->aux)
{
- fde_split (ob, fde_compare, accu->linear, accu->erratic);
- gcc_assert (accu->linear->count + accu->erratic->count == count);
- frame_heapsort (ob, fde_compare, accu->erratic);
- fde_merge (ob, fde_compare, accu->linear, accu->erratic);
- free (accu->erratic);
+ fde_extractor_t fde_extractor;
+ if (ob->s.b.mixed_encoding)
+ fde_extractor = fde_mixed_encoding_extract;
+ else if (ob->s.b.encoding == DW_EH_PE_absptr)
+ fde_extractor = fde_unencoded_extract;
+ else
+ fde_extractor = fde_single_encoding_extract;
+
+ fde_radixsort (ob, fde_extractor, accu->linear, accu->aux);
+ free (accu->aux);
}
else
{
- /* We've not managed to malloc an erratic array,
+ fde_compare_t fde_compare;
+ if (ob->s.b.mixed_encoding)
+ fde_compare = fde_mixed_encoding_compare;
+ else if (ob->s.b.encoding == DW_EH_PE_absptr)
+ fde_compare = fde_unencoded_compare;
+ else
+ fde_compare = fde_single_encoding_compare;
+
+ /* We've not managed to malloc an aux array,
so heap sort in the linear one. */
frame_heapsort (ob, fde_compare, accu->linear);
}