[Mesa-dev] [PATCH 3/4] util: Change util/set to use quadratic probing

Connor Abbott cwabbott0 at gmail.com
Sat Mar 14 22:28:35 PDT 2015


On Fri, Mar 13, 2015 at 6:37 PM, Thomas Helland
<thomashelland90 at gmail.com> wrote:
> The same rationale applies here as for the hash table.
> Power of two size should give better performance,
> and using the algorithm hash = sh + i/2 + i*i/2
> should result in only distinct hash values when hitting collisions.
> Should give a performance increase as we can do bitmasking instead
> of a modulo operation for fitting the hash in the address space.
> ---
>  src/util/set.c | 103 ++++++++++++++++++++++++++++++---------------------------
>  src/util/set.h |   1 -
>  2 files changed, 54 insertions(+), 50 deletions(-)
>
> diff --git a/src/util/set.c b/src/util/set.c
> index f01f869..8f0ad0d 100644
> --- a/src/util/set.c
> +++ b/src/util/set.c
> @@ -48,40 +48,46 @@
>  uint32_t deleted_key_value;
>  const void *deleted_key = &deleted_key_value;
>
> +/**
> + * We chose table sizes that's a power of two.
> + * This is computationally less expensive than primes.
> + * FNV-1a has good avalanche properties, so collision is not an issue.
> + * These tables are sized to have an extra 10% free to avoid
> + * exponential performance degradation as the hash table fills
> + */
>  static const struct {
> -   uint32_t max_entries, size, rehash;
> +   uint32_t max_entries, size;
>  } hash_sizes[] = {
> -   { 2,            5,            3            },
> -   { 4,            7,            5            },
> -   { 8,            13,           11           },
> -   { 16,           19,           17           },
> -   { 32,           43,           41           },
> -   { 64,           73,           71           },
> -   { 128,          151,          149          },
> -   { 256,          283,          281          },
> -   { 512,          571,          569          },
> -   { 1024,         1153,         1151         },
> -   { 2048,         2269,         2267         },
> -   { 4096,         4519,         4517         },
> -   { 8192,         9013,         9011         },
> -   { 16384,        18043,        18041        },
> -   { 32768,        36109,        36107        },
> -   { 65536,        72091,        72089        },
> -   { 131072,       144409,       144407       },
> -   { 262144,       288361,       288359       },
> -   { 524288,       576883,       576881       },
> -   { 1048576,      1153459,      1153457      },
> -   { 2097152,      2307163,      2307161      },
> -   { 4194304,      4613893,      4613891      },
> -   { 8388608,      9227641,      9227639      },
> -   { 16777216,     18455029,     18455027     },
> -   { 33554432,     36911011,     36911009     },
> -   { 67108864,     73819861,     73819859     },
> -   { 134217728,    147639589,    147639587    },
> -   { 268435456,    295279081,    295279079    },
> -   { 536870912,    590559793,    590559791    },
> -   { 1073741824,   1181116273,   1181116271   },
> -   { 2147483648ul, 2362232233ul, 2362232231ul }
> +   { 3,            4            },

Same comment here about increasing the default beginning size and
computing the sizes on the fly.

> +   { 7,            8            },
> +   { 14,           16           },
> +   { 28,           32           },
> +   { 57,           64           },
> +   { 115,          128          },
> +   { 230,          256          },
> +   { 460,          512          },
> +   { 921,          1024         },
> +   { 1843,         2048         },
> +   { 3686,         4096         },
> +   { 7372,         8192         },
> +   { 14745,        16384        },
> +   { 29491,        32768        },
> +   { 58982,        65536        },
> +   { 117964,       131072       },
> +   { 235929,       262144       },
> +   { 471859,       524288       },
> +   { 943718,       1048576      },
> +   { 1887436,      2097152      },
> +   { 3774873,      4194304      },
> +   { 7549747,      8388608      },
> +   { 15099494,     16777216     },
> +   { 30198988,     33554432     },
> +   { 60397977,     67108864     },
> +   { 120795955,    134217728    },
> +   { 241591910,    268435456    },
> +   { 483183820,    536870912    },
> +   { 966367641,    1073741824   },
> +   { 1932735283ul, 2147483648ul }
>  };
>
>  static int
> @@ -116,7 +122,6 @@ _mesa_set_create(void *mem_ctx,
>
>     ht->size_index = 0;
>     ht->size = hash_sizes[ht->size_index].size;
> -   ht->rehash = hash_sizes[ht->size_index].rehash;
>     ht->max_entries = hash_sizes[ht->size_index].max_entries;
>     ht->key_hash_function = key_hash_function;
>     ht->key_equals_function = key_equals_function;
> @@ -163,12 +168,12 @@ _mesa_set_destroy(struct set *ht, void (*delete_function)(struct set_entry *entr
>  static struct set_entry *
>  set_search(const struct set *ht, uint32_t hash, const void *key)
>  {
> -   uint32_t hash_address;
> +   uint32_t start_hash_address = hash & (ht->size - 1);
> +   uint32_t hash_address = start_hash_address;
> +   // Start at 2, or we will match start_hash_address initially and bail
> +   uint32_t quad_hash = 2;
>
> -   hash_address = hash % ht->size;
>     do {
> -      uint32_t double_hash;
> -
>        struct set_entry *entry = ht->table + hash_address;
>
>        if (entry_is_free(entry)) {
> @@ -179,10 +184,10 @@ set_search(const struct set *ht, uint32_t hash, const void *key)
>           }
>        }
>
> -      double_hash = 1 + hash % ht->rehash;
> -
> -      hash_address = (hash_address + double_hash) % ht->size;
> -   } while (hash_address != hash % ht->size);
> +      hash_address = (start_hash_address + (quad_hash / 2) +
> +                      ((quad_hash * quad_hash) / 2)) & (ht->size - 1);
> +      quad_hash++;
> +   } while (hash_address != start_hash_address);
>
>     return NULL;
>  }
> @@ -225,7 +230,6 @@ set_rehash(struct set *ht, unsigned new_size_index)
>     ht->table = table;
>     ht->size_index = new_size_index;
>     ht->size = hash_sizes[ht->size_index].size;
> -   ht->rehash = hash_sizes[ht->size_index].rehash;
>     ht->max_entries = hash_sizes[ht->size_index].max_entries;
>     ht->entries = 0;
>     ht->deleted_entries = 0;
> @@ -250,7 +254,9 @@ set_rehash(struct set *ht, unsigned new_size_index)
>  static struct set_entry *
>  set_add(struct set *ht, uint32_t hash, const void *key)
>  {
> -   uint32_t hash_address;
> +   uint32_t start_hash_address = hash & (ht->size - 1);
> +   uint32_t hash_address = start_hash_address;
> +   uint32_t quad_hash = 2;
>     struct set_entry *available_entry = NULL;
>
>     if (ht->entries >= ht->max_entries) {
> @@ -259,10 +265,8 @@ set_add(struct set *ht, uint32_t hash, const void *key)
>        set_rehash(ht, ht->size_index);
>     }
>
> -   hash_address = hash % ht->size;
>     do {
>        struct set_entry *entry = ht->table + hash_address;
> -      uint32_t double_hash;
>
>        if (!entry_is_present(entry)) {
>           /* Stash the first available entry we find */
> @@ -288,10 +292,11 @@ set_add(struct set *ht, uint32_t hash, const void *key)
>           return entry;
>        }
>
> -      double_hash = 1 + hash % ht->rehash;
> +      hash_address = (start_hash_address + (quad_hash / 2) +
> +                      ((quad_hash * quad_hash) / 2)) & (ht->size - 1);
> +      quad_hash++;
> +   } while (hash_address != start_hash_address);
>
> -      hash_address = (hash_address + double_hash) % ht->size;
> -   } while (hash_address != hash % ht->size);
>
>     if (available_entry) {
>        if (entry_is_deleted(available_entry))
> @@ -368,7 +373,7 @@ _mesa_set_random_entry(struct set *ht,
>                         int (*predicate)(struct set_entry *entry))
>  {
>     struct set_entry *entry;
> -   uint32_t i = rand() % ht->size;
> +   uint32_t i = rand() & (ht->size - 1);
>
>     if (ht->entries == 0)
>        return NULL;
> diff --git a/src/util/set.h b/src/util/set.h
> index 9acd2c2..5a1097c 100644
> --- a/src/util/set.h
> +++ b/src/util/set.h
> @@ -46,7 +46,6 @@ struct set {
>     uint32_t (*key_hash_function)(const void *key);
>     bool (*key_equals_function)(const void *a, const void *b);
>     uint32_t size;
> -   uint32_t rehash;
>     uint32_t max_entries;
>     uint32_t size_index;
>     uint32_t entries;
> --
> 2.2.1
>
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> mesa-dev at lists.freedesktop.org
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