Specialization statistics

2_opcodes.txt

===== COMPARE_OP_INT and COMPARE_OP_FLOAT =====

Chameleon: 54.3%
    compare_op.specialization_success : 141
    compare_op.specialization_failure : 1045
    compare_op.hit : 75062
    compare_op.deferred : 61839
    compare_op.miss : 73
    compare_op.deopt : 1
    compare_op.unquickened : 1621
    compare_op.specialization_failure_kinds[0] : 1026
    compare_op.specialization_failure_kinds[12] : 19

    - Lots of str == str

Deltablue: 93.3%
    compare_op.specialization_success : 105
    compare_op.specialization_failure : 1249
    compare_op.hit : 1103111
    compare_op.deferred : 76371
    compare_op.miss : 19
    compare_op.deopt : 0
    compare_op.unquickened : 1646
    compare_op.specialization_failure_kinds[0] : 909
    compare_op.specialization_failure_kinds[12] : 340

    - A few str == str and str != str
    - Some EqualityConstraint != EqualityConstraint
    - Some ScaleConstraint != ScaleConstraint,
    - etc.

Dulwich_log: 41.4%
    compare_op.specialization_success : 127
    compare_op.specialization_failure : 3812
    compare_op.hit : 173763
    compare_op.deferred : 239709
    compare_op.miss : 11
    compare_op.deopt : 0
    compare_op.unquickened : 1831
    compare_op.specialization_failure_kinds[0] : 3219
    compare_op.specialization_failure_kinds[12] : 593

    - str == str and bytes == bytes

Fannkuch: 99.93%
    compare_op.specialization_success : 93
    compare_op.specialization_failure : 172
    compare_op.hit : 12830737
    compare_op.deferred : 7528
    compare_op.miss : 19
    compare_op.deopt : 0
    compare_op.unquickened : 1187
    compare_op.specialization_failure_kinds[0] : 162
    compare_op.specialization_failure_kinds[12] : 10

    - Mostly str == str and str != str

Float: 99.3%
    compare_op.specialization_success : 87
    compare_op.specialization_failure : 172
    compare_op.hit : 1206008
    compare_op.deferred : 7528
    compare_op.miss : 19
    compare_op.deopt : 0
    compare_op.unquickened : 1148
    compare_op.specialization_failure_kinds[0] : 162
    compare_op.specialization_failure_kinds[12] : 10

    - Mostly str == str


Go: 99.7%
    compare_op.specialization_success : 142
    compare_op.specialization_failure : 219
    compare_op.hit : 5319338
    compare_op.deferred : 11931
    compare_op.miss : 1261
    compare_op.deopt : 23
    compare_op.unquickened : 1281
    compare_op.specialization_failure_kinds[0] : 194
    compare_op.specialization_failure_kinds[12] : 25

    - Some bool == bool, str == str


Hexiom: 99.1%
    compare_op.specialization_success : 119
    compare_op.specialization_failure : 187
    compare_op.hit : 1064733
    compare_op.deferred : 8244
    compare_op.miss : 19
    compare_op.deopt : 0
    compare_op.unquickened : 1278
    compare_op.specialization_failure_kinds[0] : 177
    compare_op.specialization_failure_kinds[12] : 10

    Mostly str != str

Json_loads: 63.5%
    compare_op.specialization_success : 93
    compare_op.specialization_failure : 173
    compare_op.hit : 15603
    compare_op.deferred : 7506
    compare_op.miss : 20
    compare_op.deopt : 0
    compare_op.unquickened : 1194
    compare_op.specialization_failure_kinds[0] : 162
    compare_op.specialization_failure_kinds[12] : 11

    Mostly str != str, some 

Logging: 63.1%
    compare_op.specialization_success : 104
    compare_op.specialization_failure : 1024
    compare_op.hit : 109351
    compare_op.deferred : 61614
    compare_op.miss : 27
    compare_op.deopt : 0
    compare_op.unquickened : 1274
    compare_op.specialization_failure_kinds[0] : 1011
    compare_op.specialization_failure_kinds[12] : 13

Meteor_contest: 29.3%
    compare_op.specialization_success : 89
    compare_op.specialization_failure : 27740
    compare_op.hit : 745532
    compare_op.deferred : 1771775
    compare_op.miss : 19
    compare_op.deopt : 0
    compare_op.unquickened : 1158
    compare_op.specialization_failure_kinds[0] : 27729
    compare_op.specialization_failure_kinds[12] : 11

Nqueens: 98.6%
    compare_op.specialization_success : 87
    compare_op.specialization_failure : 172
    compare_op.hit : 614157
    compare_op.deferred : 7527
    compare_op.miss : 19
    compare_op.deopt : 0
    compare_op.unquickened : 1159
    compare_op.specialization_failure_kinds[0] : 162
    compare_op.specialization_failure_kinds[12] : 10

Pyflate: 99.94%
    compare_op.specialization_success : 115
    compare_op.specialization_failure : 174
    compare_op.hit : 16130002
    compare_op.deferred : 7551
    compare_op.miss : 19
    compare_op.deopt : 0
    compare_op.unquickened : 2404
    compare_op.specialization_failure_kinds[0] : 162
    compare_op.specialization_failure_kinds[12] : 12

Regex_effbot: 39.3%
    compare_op.specialization_success : 85
    compare_op.specialization_failure : 182
    compare_op.hit : 6315
    compare_op.deferred : 8304
    compare_op.miss : 28
    compare_op.deopt : 0
    compare_op.unquickened : 1135
    compare_op.specialization_failure_kinds[0] : 170
    compare_op.specialization_failure_kinds[12] : 12

Scimark: 98.6%
    compare_op.specialization_success : 97
    compare_op.specialization_failure : 303
    compare_op.hit : 1255927
    compare_op.deferred : 15749
    compare_op.miss : 19
    compare_op.deopt : 0
    compare_op.unquickened : 1271
    compare_op.specialization_failure_kinds[0] : 164
    compare_op.specialization_failure_kinds[12] : 139

Sqlite_synth: 90.7%
    compare_op.specialization_success : 95
    compare_op.specialization_failure : 174
    compare_op.hit : 88178
    compare_op.deferred : 7558
    compare_op.miss : 20
    compare_op.deopt : 0
    compare_op.unquickened : 1177
    compare_op.specialization_failure_kinds[0] : 161
    compare_op.specialization_failure_kinds[12] : 13

Telco: 5.4%
    compare_op.specialization_success : 84
    compare_op.specialization_failure : 1657
    compare_op.hit : 6045
    compare_op.deferred : 102528
    compare_op.miss : 19
    compare_op.deopt : 0
    compare_op.unquickened : 1164
    compare_op.specialization_failure_kinds[0] : 161
    compare_op.specialization_failure_kinds[12] : 1496

Unpack_sequence: 40.4%
    compare_op.specialization_success : 92
    compare_op.specialization_failure : 176
    compare_op.hit : 6118
    compare_op.deferred : 7572
    compare_op.miss : 19
    compare_op.deopt : 0
    compare_op.unquickened : 1168
    compare_op.specialization_failure_kinds[0] : 165
    compare_op.specialization_failure_kinds[12] : 11

3_opcodes.txt

===== COMPARE_OP_INT and COMPARE_OP_FLOAT and COMPARE_OP_STR =====

Chameleon: 96.06%
    compare_op.specialization_success : 230
    compare_op.specialization_failure : 65
    compare_op.hit : 129427
    compare_op.deferred : 3119
    compare_op.miss : 293
    compare_op.deopt : 4
    compare_op.unquickened : 1596
    compare_op.specialization_failure_kinds[0] : 38
    compare_op.specialization_failure_kinds[12] : 17
    compare_op.specialization_failure_kinds[13] : 10
    compare_op.specialization_failure_kinds[14] : 0

Deltablue: 93.83%
    compare_op.specialization_success : 170
    compare_op.specialization_failure : 661
    compare_op.hit : 664455
    compare_op.deferred : 41129
    compare_op.miss : 53
    compare_op.deopt : 0
    compare_op.unquickened : 1682
    compare_op.specialization_failure_kinds[0] : 447
    compare_op.specialization_failure_kinds[12] : 214
    compare_op.specialization_failure_kinds[13] : 0
    compare_op.specialization_failure_kinds[14] : 0

Dulwich_log: 49.69%
    compare_op.specialization_success : 196
    compare_op.specialization_failure : 3233
    compare_op.hit : 208056
    compare_op.deferred : 205358
    compare_op.miss : 70
    compare_op.deopt : 0
    compare_op.unquickened : 1815
    compare_op.specialization_failure_kinds[0] : 2641
    compare_op.specialization_failure_kinds[12] : 592
    compare_op.specialization_failure_kinds[13] : 0
    compare_op.specialization_failure_kinds[14] : 0

    - Lots of bytes == bytes and None == bytes

Fannkuch: 99.99%
    compare_op.specialization_success : 158
    compare_op.specialization_failure : 17
    compare_op.hit : 12837968
    compare_op.deferred : 262
    compare_op.miss : 53
    compare_op.deopt : 0
    compare_op.unquickened : 1203
    compare_op.specialization_failure_kinds[0] : 8
    compare_op.specialization_failure_kinds[12] : 9
    compare_op.specialization_failure_kinds[13] : 0
    compare_op.specialization_failure_kinds[14] : 0

Float: 99.86%
    compare_op.specialization_success : 152
    compare_op.specialization_failure : 17
    compare_op.hit : 1213239
    compare_op.deferred : 262
    compare_op.miss : 53
    compare_op.deopt : 0
    compare_op.unquickened : 1164
    compare_op.specialization_failure_kinds[0] : 8
    compare_op.specialization_failure_kinds[12] : 9
    compare_op.specialization_failure_kinds[13] : 0
    compare_op.specialization_failure_kinds[14] : 0


Go: 99.86%
    compare_op.specialization_success : 207
    compare_op.specialization_failure : 64
    compare_op.hit : 5326569
    compare_op.deferred : 4666
    compare_op.miss : 1295
    compare_op.deopt : 23
    compare_op.unquickened : 1281
    compare_op.specialization_failure_kinds[0] : 40
    compare_op.specialization_failure_kinds[12] : 24
    compare_op.specialization_failure_kinds[13] : 0
    compare_op.specialization_failure_kinds[14] : 0


Hexiom: 99.83%
    compare_op.specialization_success : 189
    compare_op.specialization_failure : 17
    compare_op.hit : 1072680
    compare_op.deferred : 263
    compare_op.miss : 53
    compare_op.deopt : 0
    compare_op.unquickened : 1278
    compare_op.specialization_failure_kinds[0] : 8
    compare_op.specialization_failure_kinds[12] : 9
    compare_op.specialization_failure_kinds[13] : 0
    compare_op.specialization_failure_kinds[14] : 0


Json_loads: 93.11%
    compare_op.specialization_success : 158
    compare_op.specialization_failure : 18
    compare_op.hit : 22811
    compare_op.deferred : 264
    compare_op.miss : 54
    compare_op.deopt : 0
    compare_op.unquickened : 1194
    compare_op.specialization_failure_kinds[0] : 7
    compare_op.specialization_failure_kinds[12] : 11
    compare_op.specialization_failure_kinds[13] : 0
    compare_op.specialization_failure_kinds[14] : 0

Logging: 98.92%
    compare_op.specialization_success : 176
    compare_op.specialization_failure : 21
    compare_op.hit : 170603
    compare_op.deferred : 316
    compare_op.miss : 73
    compare_op.deopt : 0
    compare_op.unquickened : 1274
    compare_op.specialization_failure_kinds[0] : 8
    compare_op.specialization_failure_kinds[12] : 13
    compare_op.specialization_failure_kinds[13] : 0
    compare_op.specialization_failure_kinds[14] : 0


Meteor_contest: 29.56%
    compare_op.specialization_success : 154
    compare_op.specialization_failure : 27585
    compare_op.hit : 752763
    compare_op.deferred : 1764510
    compare_op.miss : 53
    compare_op.deopt : 0
    compare_op.unquickened : 1158
    compare_op.specialization_failure_kinds[0] : 27575
    compare_op.specialization_failure_kinds[12] : 10
    compare_op.specialization_failure_kinds[13] : 0
    compare_op.specialization_failure_kinds[14] : 0

    - Lots of frozenset <= frozenset

Nqueens: 99.74%
    compare_op.specialization_success : 152
    compare_op.specialization_failure : 17
    compare_op.hit : 621388
    compare_op.deferred : 262
    compare_op.miss : 53
    compare_op.deopt : 0
    compare_op.unquickened : 1159
    compare_op.specialization_failure_kinds[0] : 8
    compare_op.specialization_failure_kinds[12] : 9
    compare_op.specialization_failure_kinds[13] : 0
    compare_op.specialization_failure_kinds[14] : 0

Pyflate: 99.98%
    compare_op.specialization_success : 181
    compare_op.specialization_failure : 18
    compare_op.hit : 16137254
    compare_op.deferred : 265
    compare_op.miss : 53
    compare_op.deopt : 0
    compare_op.unquickened : 2404
    compare_op.specialization_failure_kinds[0] : 7
    compare_op.specialization_failure_kinds[12] : 11
    compare_op.specialization_failure_kinds[13] : 0
    compare_op.specialization_failure_kinds[14] : 0


Regex_effbot: 89.27%
    compare_op.specialization_success : 150
    compare_op.specialization_failure : 17
    compare_op.hit : 14238
    compare_op.deferred : 328
    compare_op.miss : 81
    compare_op.deopt : 1
    compare_op.unquickened : 1135
    compare_op.specialization_failure_kinds[0] : 7
    compare_op.specialization_failure_kinds[12] : 10
    compare_op.specialization_failure_kinds[13] : 0
    compare_op.specialization_failure_kinds[14] : 0


Scimark: 99.21%
    compare_op.specialization_success : 164
    compare_op.specialization_failure : 145
    compare_op.hit : 1263192
    compare_op.deferred : 8449
    compare_op.miss : 54
    compare_op.deopt : 0
    compare_op.unquickened : 1271
    compare_op.specialization_failure_kinds[0] : 7
    compare_op.specialization_failure_kinds[12] : 138
    compare_op.specialization_failure_kinds[13] : 0
    compare_op.specialization_failure_kinds[14] : 0

Sqlite_synth: 98.26%
    compare_op.specialization_success : 160
    compare_op.specialization_failure : 19
    compare_op.hit : 95425
    compare_op.deferred : 277
    compare_op.miss : 54
    compare_op.deopt : 0
    compare_op.unquickened : 1177
    compare_op.specialization_failure_kinds[0] : 7
    compare_op.specialization_failure_kinds[12] : 12
    compare_op.specialization_failure_kinds[13] : 0
    compare_op.specialization_failure_kinds[14] : 0

Telco: 37.74%
    compare_op.specialization_success : 149
    compare_op.specialization_failure : 330
    compare_op.hit : 13285
    compare_op.deferred : 20255
    compare_op.miss : 53
    compare_op.deopt : 0
    compare_op.unquickened : 1130
    compare_op.specialization_failure_kinds[0] : 7
    compare_op.specialization_failure_kinds[12] : 323
    compare_op.specialization_failure_kinds[13] : 0
    compare_op.specialization_failure_kinds[14] : 0

    - Lots of bytes == str

Unpack_sequence: 88.90%
    compare_op.specialization_success : 159
    compare_op.specialization_failure : 18
    compare_op.hit : 13383
    compare_op.deferred : 272
    compare_op.miss : 54
    compare_op.deopt : 0
    compare_op.unquickened : 1168
    compare_op.specialization_failure_kinds[0] : 8
    compare_op.specialization_failure_kinds[12] : 10
    compare_op.specialization_failure_kinds[13] : 0
    compare_op.specialization_failure_kinds[14] : 0