bm-20250111-vultr-x86_64-python-22a442181d5f1ac496da-3.14.0a3+-22a4421-pystats-async_tree_io_tg.md

Pystats results

• benchmark: async_tree_io_tg
• fork: python
• ref: 22a442181d5f1ac496dac08e24fd852de404882f
• commit hash: 22a4421
• commit date: 2025-01-11T19:27:47+00:00

Execution counts

Execution counts for Tier 1 instructions.

The "miss ratio" column shows the percentage of times the instruction executed that it deoptimized. When this happens, the base unspecialized instruction is not counted.

Name	Count	Self	Cumulative	Miss ratio
LOAD_FAST	559,726,245	18.9%	18.9%
RETURN_VALUE	190,705,080	6.4%	25.3%
RESUME_CHECK	177,487,775	6.0%	31.3%	0.0%
LOAD_CONST_IMMORTAL	161,965,500	5.5%	36.8%
POP_JUMP_IF_FALSE	150,680,220	5.1%	41.9%
LOAD_ATTR_SLOT	142,437,685	4.8%	46.7%	0.0%
TO_BOOL_BOOL	120,333,420	4.1%	50.8%
LOAD_FAST_LOAD_FAST	109,150,860	3.7%	54.5%
STORE_ATTR_SLOT	107,182,920	3.6%	58.1%	0.0%
POP_TOP	106,040,880	3.6%	61.7%
LOAD_ATTR_INSTANCE_VALUE	102,695,820	3.5%	65.1%
LOAD_GLOBAL_MODULE	87,370,980	3.0%	68.1%
LOAD_ATTR_METHOD_WITH_VALUES	84,930,960	2.9%	71.0%
INTERPRETER_EXIT	75,360,540	2.5%	73.5%
CALL_PY_EXACT_ARGS	67,345,680	2.3%	75.8%
STORE_FAST	63,643,860	2.1%	77.9%
LOAD_GLOBAL_BUILTIN	49,613,940	1.7%	79.6%	0.0%
COMPARE_OP_FLOAT	43,133,520	1.5%	81.1%
CALL_ISINSTANCE	42,888,000	1.4%	82.5%
PUSH_NULL	41,367,335	1.4%	83.9%
LOAD_ATTR_MODULE	37,760,940	1.3%	85.2%
TO_BOOL_NONE	31,912,620	1.1%	86.3%
POP_JUMP_IF_NOT_NONE	30,235,020	1.0%	87.3%
LOAD_ATTR_METHOD_NO_DICT	20,092,660	0.7%	88.0%	0.0%
SEND_GEN	19,294,920	0.7%	88.6%
CALL_NON_PY_GENERAL	19,038,840	0.6%	89.2%
CALL_METHOD_DESCRIPTOR_O	17,041,980	0.6%	89.8%	0.0%
ENTER_EXECUTOR	16,304,580	0.6%	90.4%
CALL_FUNCTION_EX	15,676,560	0.5%	90.9%
EXIT_INIT_CHECK	13,437,060	0.5%	91.4%
CALL_ALLOC_AND_ENTER_INIT	13,437,060	0.5%	91.8%
END_SEND	13,437,000	0.5%	92.3%
RETURN_GENERATOR	13,136,220	0.4%	92.7%
GET_AWAITABLE	13,136,220	0.4%	93.2%
LOAD_ATTR	13,131,695	0.4%	93.6%
POP_JUMP_IF_TRUE	12,881,940	0.4%	94.0%
JUMP_BACKWARD_NO_INTERRUPT	12,877,140	0.4%	94.5%
YIELD_VALUE	12,877,140	0.4%	94.9%
NOP	11,106,695	0.4%	95.3%
STORE_ATTR_INSTANCE_VALUE	10,640,280	0.4%	95.6%
CALL_METHOD_DESCRIPTOR_NOARGS	10,079,880	0.3%	96.0%	0.0%
LOAD_CONST	10,078,980	0.3%	96.3%
CALL_PY_GENERAL	8,958,420	0.3%	96.6%
LOAD_SMALL_INT	7,174,740	0.2%	96.9%
JUMP_FORWARD	6,721,560	0.2%	97.1%
SEND	6,720,100	0.2%	97.3%
CALL_KW_NON_PY	6,718,740	0.2%	97.5%
DELETE_FAST	6,718,380	0.2%	97.8%
POP_JUMP_IF_NONE	5,776,440	0.2%	98.0%
LOAD_DEREF	5,599,440	0.2%	98.2%
COPY_FREE_VARS	5,599,380	0.2%	98.3%
LOAD_SUPER_ATTR_METHOD	5,599,200	0.2%	98.5%
TO_BOOL	4,413,660	0.1%	98.7%
BUILD_LIST	3,607,775	0.1%	98.8%
COMPARE_OP_INT	3,362,400	0.1%	98.9%
CALL_KW_PY	3,359,340	0.1%	99.0%
CALL_INTRINSIC_1	3,046,475	0.1%	99.1%
LIST_EXTEND	3,046,475	0.1%	99.2%
CALL_BUILTIN_O	3,045,300	0.1%	99.3%
BINARY_OP_ADD_FLOAT	2,800,740	0.1%	99.4%
COMPARE_OP	2,800,640	0.1%	99.5%
BUILD_MAP	2,799,660	0.1%	99.6%
CALL_BUILTIN_FAST	2,799,600	0.1%	99.7%
CALL_BUILTIN_CLASS	1,121,640	0.0%	99.8%
SWAP	1,119,960	0.0%	99.8%
LOAD_SPECIAL	1,119,720	0.0%	99.8%
FOR_ITER_RANGE	806,940	0.0%	99.9%
BINARY_OP_SUBTRACT_INT	764,700	0.0%	99.9%
JUMP_BACKWARD	738,660	0.0%	99.9%
GET_ITER	564,180	0.0%	99.9%
COPY	561,780	0.0%	99.9%
CALL_BUILTIN_FAST_WITH_KEYWORDS	559,980	0.0%	100.0%
TO_BOOL_LIST	494,220	0.0%	100.0%
POP_ITER	291,000	0.0%	100.0%
BINARY_SUBSCR_LIST_INT	246,000	0.0%	100.0%
CALL_LEN	4,140	0.0%	100.0%
FOR_ITER_LIST	2,820	0.0%	100.0%
CALL	2,500	0.0%	100.0%
TO_BOOL_INT	1,740	0.0%	100.0%
CALL_METHOD_DESCRIPTOR_FAST_WITH_KEYWORDS	1,560	0.0%	100.0%
LOAD_GLOBAL	1,420	0.0%	100.0%
STORE_ATTR	1,120	0.0%	100.0%
BINARY_OP	700	0.0%	100.0%
BUILD_TUPLE	600	0.0%	100.0%
IS_OP	360	0.0%	100.0%
BINARY_SUBSCR	340	0.0%	100.0%
BINARY_SUBSCR_TUPLE_INT	300	0.0%	100.0%
FORMAT_SIMPLE	240	0.0%	100.0%
MAKE_FUNCTION	240	0.0%	100.0%
FOR_ITER	240	0.0%	100.0%
SET_FUNCTION_ATTRIBUTE	240	0.0%	100.0%
LOAD_ATTR_CLASS	240	0.0%	100.0%
UNPACK_SEQUENCE_TWO_TUPLE	240	0.0%	100.0%
STORE_FAST_STORE_FAST	180	0.0%	100.0%
CALL_METHOD_DESCRIPTOR_FAST	180	0.0%	100.0%
LOAD_SUPER_ATTR	160	0.0%	100.0%
CHECK_EXC_MATCH	120	0.0%	100.0%
POP_EXCEPT	120	0.0%	100.0%
PUSH_EXC_INFO	120	0.0%	100.0%
UNARY_INVERT	120	0.0%	100.0%
UNARY_NOT	120	0.0%	100.0%
BUILD_STRING	120	0.0%	100.0%
MAKE_CELL	120	0.0%	100.0%
BINARY_OP_SUBTRACT_FLOAT	120	0.0%	100.0%
BINARY_SUBSCR_DICT	120	0.0%	100.0%
UNPACK_SEQUENCE	80	0.0%	100.0%
NOT_TAKEN	60	0.0%	100.0%
DICT_MERGE	60	0.0%	100.0%
IMPORT_NAME	60	0.0%	100.0%
RAISE_VARARGS	60	0.0%	100.0%
RERAISE	60	0.0%	100.0%
STORE_DEREF	60	0.0%	100.0%
BINARY_OP_ADD_INT	60	0.0%	100.0%
BINARY_SUBSCR_GETITEM	60	0.0%	100.0%
CALL_BOUND_METHOD_EXACT_ARGS	60	0.0%	100.0%
CALL_BOUND_METHOD_GENERAL	60	0.0%	100.0%
CALL_TYPE_1	60	0.0%	100.0%
CONTAINS_OP_DICT	60	0.0%	100.0%
CONTAINS_OP_SET	60	0.0%	100.0%
LOAD_ATTR_NONDESCRIPTOR_WITH_VALUES	60	0.0%	100.0%
STORE_SUBSCR_DICT	60	0.0%	100.0%
CALL_KW	40	0.0%	100.0%
CONTAINS_OP	40	0.0%	100.0%
STORE_SUBSCR	20	0.0%	100.0%

Pair counts

Pair counts for top 100 opcode pairs

Pairs of specialized operations that deoptimize and are then followed by the corresponding unspecialized instruction are not counted as pairs.

Pair	Count	Self	Cumulative
LOAD_FAST LOAD_ATTR_SLOT	142,191,385	4.8%	4.8%
TO_BOOL_BOOL POP_JUMP_IF_FALSE	110,813,520	3.7%	8.5%
LOAD_FAST LOAD_ATTR_INSTANCE_VALUE	102,694,640	3.5%	12.0%
RESUME_CHECK LOAD_FAST	97,983,000	3.3%	15.3%
POP_JUMP_IF_FALSE LOAD_FAST	97,309,440	3.3%	18.6%
CACHE RESUME_CHECK	72,001,320	2.4%	21.0%
RETURN_VALUE INTERPRETER_EXIT	72,001,320	2.4%	23.5%
LOAD_CONST_IMMORTAL RETURN_VALUE	69,115,740	2.3%	25.8%
LOAD_CONST_IMMORTAL LOAD_FAST	63,513,180	2.1%	28.0%
LOAD_FAST LOAD_ATTR_METHOD_WITH_VALUES	61,413,360	2.1%	30.0%
CALL_PY_EXACT_ARGS RESUME_CHECK	56,803,560	1.9%	31.9%
LOAD_FAST_LOAD_FAST STORE_ATTR_SLOT	54,307,680	1.8%	33.8%
LOAD_FAST STORE_ATTR_SLOT	52,874,400	1.8%	35.6%
STORE_ATTR_SLOT LOAD_CONST_IMMORTAL	49,829,040	1.7%	37.2%
RESUME_CHECK LOAD_GLOBAL_BUILTIN	45,689,240	1.5%	38.8%
LOAD_FAST LOAD_GLOBAL_MODULE	45,688,600	1.5%	40.3%
RETURN_VALUE POP_TOP	43,675,200	1.5%	41.8%
LOAD_ATTR_METHOD_WITH_VALUES CALL_PY_EXACT_ARGS	43,673,840	1.5%	43.3%
LOAD_ATTR_SLOT LOAD_FAST	43,133,460	1.5%	44.7%
LOAD_GLOBAL_BUILTIN LOAD_FAST	42,894,180	1.4%	46.2%
CALL_ISINSTANCE TO_BOOL_BOOL	42,887,960	1.4%	47.6%
LOAD_GLOBAL_MODULE CALL_ISINSTANCE	42,887,620	1.4%	49.1%
COMPARE_OP_FLOAT RETURN_VALUE	42,887,580	1.4%	50.5%
LOAD_ATTR_SLOT COMPARE_OP_FLOAT	42,887,580	1.4%	52.0%
LOAD_ATTR_INSTANCE_VALUE TO_BOOL_BOOL	40,245,140	1.4%	53.3%
STORE_FAST LOAD_FAST	39,901,140	1.3%	54.7%
STORE_ATTR_SLOT LOAD_FAST_LOAD_FAST	38,631,240	1.3%	56.0%
LOAD_GLOBAL_MODULE LOAD_ATTR_MODULE	37,760,300	1.3%	57.3%
POP_TOP LOAD_FAST	36,394,140	1.2%	58.5%
LOAD_ATTR_MODULE PUSH_NULL	34,961,100	1.2%	59.7%
POP_JUMP_IF_FALSE LOAD_CONST_IMMORTAL	34,959,840	1.2%	60.9%
RETURN_VALUE STORE_FAST	31,914,720	1.1%	61.9%
TO_BOOL_NONE POP_JUMP_IF_FALSE	31,912,620	1.1%	63.0%
POP_TOP LOAD_CONST_IMMORTAL	30,796,020	1.0%	64.1%
LOAD_ATTR_SLOT TO_BOOL_NONE	28,553,400	1.0%	65.0%
LOAD_FAST RETURN_VALUE	26,316,000	0.9%	65.9%
LOAD_FAST POP_JUMP_IF_NOT_NONE	25,195,980	0.9%	66.8%
LOAD_ATTR_INSTANCE_VALUE RETURN_VALUE	22,395,240	0.8%	67.5%
RESUME_CHECK LOAD_GLOBAL_MODULE	19,037,840	0.6%	68.2%
LOAD_FAST_LOAD_FAST LOAD_FAST_LOAD_FAST	19,035,900	0.6%	68.8%
STORE_ATTR_SLOT LOAD_FAST	18,721,800	0.6%	69.4%
LOAD_ATTR_SLOT LOAD_ATTR_METHOD_WITH_VALUES	18,475,860	0.6%	70.1%
LOAD_ATTR_INSTANCE_VALUE LOAD_ATTR_METHOD_NO_DICT	17,045,280	0.6%	70.6%
CALL_METHOD_DESCRIPTOR_O POP_TOP	17,041,980	0.6%	71.2%
LOAD_ATTR_METHOD_NO_DICT LOAD_FAST	17,041,980	0.6%	71.8%
LOAD_FAST CALL_METHOD_DESCRIPTOR_O	17,041,800	0.6%	72.4%
PUSH_NULL LOAD_FAST_LOAD_FAST	16,236,480	0.5%	72.9%
POP_TOP ENTER_EXECUTOR	15,990,480	0.5%	73.5%
RETURN_VALUE TO_BOOL_BOOL	15,677,060	0.5%	74.0%
LOAD_CONST_IMMORTAL STORE_FAST	14,779,080	0.5%	74.5%
LOAD_ATTR_METHOD_WITH_VALUES LOAD_FAST_LOAD_FAST	13,969,200	0.5%	75.0%
EXIT_INIT_CHECK RETURN_VALUE	13,437,060	0.5%	75.4%
RETURN_VALUE EXIT_INIT_CHECK	13,437,060	0.5%	75.9%
POP_TOP RESUME_CHECK	13,409,460	0.5%	76.3%
LOAD_ATTR_METHOD_WITH_VALUES LOAD_FAST	13,290,240	0.4%	76.8%
GET_AWAITABLE LOAD_CONST_IMMORTAL	13,136,220	0.4%	77.2%
STORE_FAST LOAD_CONST_IMMORTAL	13,124,400	0.4%	77.6%
LOAD_FAST CALL_PY_EXACT_ARGS	12,880,880	0.4%	78.1%
LOAD_FAST_LOAD_FAST LOAD_FAST	12,877,380	0.4%	78.5%
CALL_FUNCTION_EX POP_TOP	12,877,140	0.4%	79.0%
RESUME_CHECK JUMP_BACKWARD_NO_INTERRUPT	12,877,140	0.4%	79.4%
PUSH_NULL LOAD_FAST	12,810,695	0.4%	79.8%
ENTER_EXECUTOR CALL_FUNCTION_EX	12,629,905	0.4%	80.2%
POP_JUMP_IF_FALSE LOAD_GLOBAL_MODULE	12,003,360	0.4%	80.7%
NOP LOAD_FAST	11,106,275	0.4%	81.0%
LOAD_FAST STORE_ATTR_INSTANCE_VALUE	10,639,060	0.4%	81.4%
CALL_ALLOC_AND_ENTER_INIT RESUME_CHECK	10,637,640	0.4%	81.7%
POP_JUMP_IF_TRUE LOAD_FAST	10,078,020	0.3%	82.1%
RETURN_VALUE END_SEND	10,077,780	0.3%	82.4%
LOAD_FAST_LOAD_FAST CALL_ALLOC_AND_ENTER_INIT	10,077,660	0.3%	82.8%
POP_JUMP_IF_NOT_NONE LOAD_FAST_LOAD_FAST	10,077,660	0.3%	83.1%
LOAD_ATTR_METHOD_WITH_VALUES CALL_METHOD_DESCRIPTOR_NOARGS	10,077,660	0.3%	83.5%
CALL_METHOD_DESCRIPTOR_NOARGS TO_BOOL_BOOL	10,077,620	0.3%	83.8%
RETURN_GENERATOR GET_AWAITABLE	9,777,000	0.3%	84.1%
LOAD_CONST_IMMORTAL SEND_GEN	9,777,000	0.3%	84.5%
SEND_GEN POP_TOP	9,777,000	0.3%	84.8%
LOAD_FAST LOAD_ATTR	9,520,240	0.3%	85.1%
TO_BOOL_BOOL POP_JUMP_IF_TRUE	9,519,840	0.3%	85.4%
POP_JUMP_IF_NOT_NONE LOAD_FAST	9,519,300	0.3%	85.7%
END_SEND POP_TOP	9,517,920	0.3%	86.1%
JUMP_BACKWARD_NO_INTERRUPT SEND_GEN	9,517,920	0.3%	86.4%
YIELD_VALUE YIELD_VALUE	9,517,920	0.3%	86.7%
SEND_GEN RESUME_CHECK	9,517,920	0.3%	87.0%
PUSH_NULL CALL_NON_PY_GENERAL	8,960,040	0.3%	87.3%
CALL_NON_PY_GENERAL STORE_FAST	8,958,360	0.3%	87.6%
LOAD_ATTR_SLOT TO_BOOL_BOOL	8,645,340	0.3%	87.9%
CALL_PY_EXACT_ARGS RETURN_GENERATOR	7,742,220	0.3%	88.2%
LOAD_FAST LOAD_SMALL_INT	6,925,260	0.2%	88.4%
POP_JUMP_IF_NOT_NONE LOAD_GLOBAL_MODULE	6,718,840	0.2%	88.7%
LOAD_CONST CALL_KW_NON_PY	6,718,720	0.2%	88.9%
CALL_NON_PY_GENERAL POP_TOP	6,718,680	0.2%	89.1%
LOAD_FAST_LOAD_FAST LOAD_CONST	6,718,560	0.2%	89.3%
DELETE_FAST RETURN_VALUE	6,718,380	0.2%	89.6%
LOAD_FAST DELETE_FAST	6,718,380	0.2%	89.8%
LOAD_ATTR PUSH_NULL	6,405,815	0.2%	90.0%
STORE_ATTR_INSTANCE_VALUE LOAD_CONST_IMMORTAL	6,159,840	0.2%	90.2%
CALL_PY_GENERAL RESUME_CHECK	6,159,000	0.2%	90.4%
COPY_FREE_VARS RESUME_CHECK	5,599,260	0.2%	90.6%
LOAD_DEREF LOAD_FAST	5,599,200	0.2%	90.8%
LOAD_GLOBAL_BUILTIN LOAD_DEREF	5,599,200	0.2%	91.0%

Predecessor/Successor Pairs

Top 5 predecessors and successors of each Tier 1 opcode.

This does not include the unspecialized instructions that occur after a specialized instruction deoptimizes.

CACHE

Successors and predecessors for CACHE

Successors	Count	Percentage
RESUME_CHECK	72,001,320	95.5%
POP_TOP	3,359,220	4.5%
COPY_FREE_VARS	60	0.0%

BINARY_SUBSCR

Successors and predecessors for BINARY_SUBSCR

Predecessors	Count	Percentage
LOAD_CONST	240	70.6%
BINARY_SUBSCR	40	11.8%
LOAD_SMALL_INT	40	11.8%
LOAD_FAST	20	5.9%

Successors	Count	Percentage
LOAD_FAST	240	70.6%
BINARY_SUBSCR	40	11.8%
BINARY_SUBSCR_DICT	20	5.9%
BINARY_SUBSCR_LIST_INT	20	5.9%
BINARY_SUBSCR_TUPLE_INT	20	5.9%

CHECK_EXC_MATCH

Successors and predecessors for CHECK_EXC_MATCH

Predecessors	Count	Percentage
LOAD_GLOBAL_BUILTIN	120	100.0%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	120	100.0%

END_SEND

Successors and predecessors for END_SEND

Predecessors	Count	Percentage
RETURN_VALUE	10,077,780	75.0%
SEND	3,359,220	25.0%

Successors	Count	Percentage
POP_TOP	9,517,920	70.8%
LOAD_FAST	2,799,360	20.8%
STORE_FAST	559,860	4.2%
LOAD_CONST_IMMORTAL	559,860	4.2%

EXIT_INIT_CHECK

Successors and predecessors for EXIT_INIT_CHECK

Predecessors	Count	Percentage
RETURN_VALUE	13,437,060	100.0%

Successors	Count	Percentage
RETURN_VALUE	13,437,060	100.0%

FORMAT_SIMPLE

Successors and predecessors for FORMAT_SIMPLE

Predecessors	Count	Percentage
BINARY_SUBSCR_TUPLE_INT	240	100.0%

Successors	Count	Percentage
BUILD_STRING	120	50.0%
LOAD_CONST_IMMORTAL	120	50.0%

GET_ITER

Successors and predecessors for GET_ITER

Predecessors	Count	Percentage
CALL_BUILTIN_CLASS	561,300	99.5%
LOAD_FAST	2,760	0.5%
CALL_METHOD_DESCRIPTOR_NOARGS	120	0.0%

Successors	Count	Percentage
FOR_ITER_RANGE	561,240	99.5%
FOR_ITER_LIST	2,800	0.5%
FOR_ITER	140	0.0%

INTERPRETER_EXIT

Successors and predecessors for INTERPRETER_EXIT

Predecessors	Count	Percentage
RETURN_VALUE	72,001,320	95.5%
YIELD_VALUE	3,359,220	4.5%

MAKE_FUNCTION

Successors and predecessors for MAKE_FUNCTION

Predecessors	Count	Percentage
LOAD_CONST	240	100.0%

Successors	Count	Percentage
SET_FUNCTION_ATTRIBUTE	240	100.0%

NOP

Successors and predecessors for NOP

Predecessors	Count	Percentage
POP_TOP	3,359,400	30.2%
JUMP_FORWARD	3,359,220	30.2%
STORE_FAST	3,333,180	30.0%
STORE_ATTR_INSTANCE_VALUE	559,860	5.0%
RESUME_CHECK	247,655	2.2%

Successors	Count	Percentage
LOAD_FAST	11,106,275	100.0%
LOAD_GLOBAL_MODULE	320	0.0%
LOAD_FAST_LOAD_FAST	60	0.0%
LOAD_GLOBAL	40	0.0%

NOT_TAKEN

Successors and predecessors for NOT_TAKEN

Predecessors	Count	Percentage
JUMP_BACKWARD	60	100.0%

Successors	Count	Percentage
JUMP_FORWARD	60	100.0%

POP_EXCEPT

Successors and predecessors for POP_EXCEPT

Predecessors	Count	Percentage
COPY	60	50.0%
SWAP	60	50.0%

Successors	Count	Percentage
RETURN_VALUE	60	50.0%
RERAISE	60	50.0%

POP_ITER

Successors and predecessors for POP_ITER

Predecessors	Count	Percentage
ENTER_EXECUTOR	247,080	84.9%
FOR_ITER_RANGE	40,920	14.1%
FOR_ITER_LIST	2,820	1.0%
FOR_ITER	180	0.1%

Successors	Count	Percentage
LOAD_CONST_IMMORTAL	289,500	99.5%
LOAD_FAST	1,500	0.5%

POP_TOP

Successors and predecessors for POP_TOP

Predecessors	Count	Percentage
RETURN_VALUE	43,675,200	41.2%
CALL_METHOD_DESCRIPTOR_O	17,041,980	16.1%
CALL_FUNCTION_EX	12,877,140	12.1%
SEND_GEN	9,777,000	9.2%
END_SEND	9,517,920	9.0%

Successors	Count	Percentage
LOAD_FAST	36,394,140	34.3%
LOAD_CONST_IMMORTAL	30,796,020	29.0%
ENTER_EXECUTOR	15,990,480	15.1%
RESUME_CHECK	13,409,460	12.6%
NOP	3,359,400	3.2%

PUSH_EXC_INFO

Successors and predecessors for PUSH_EXC_INFO

Predecessors	Count	Percentage
RERAISE	60	50.0%
BINARY_SUBSCR_DICT	60	50.0%

Successors	Count	Percentage
LOAD_GLOBAL_BUILTIN	120	100.0%

PUSH_NULL

Successors and predecessors for PUSH_NULL

Predecessors	Count	Percentage
LOAD_ATTR_MODULE	34,961,100	84.5%
LOAD_ATTR	6,405,815	15.5%
LOAD_FAST	420	0.0%

Successors	Count	Percentage
LOAD_FAST_LOAD_FAST	16,236,480	39.2%
LOAD_FAST	12,810,695	31.0%
CALL_NON_PY_GENERAL	8,960,040	21.7%
LOAD_GLOBAL_MODULE	2,799,400	6.8%
CALL_ALLOC_AND_ENTER_INIT	559,900	1.4%

RETURN_GENERATOR

Successors and predecessors for RETURN_GENERATOR

Predecessors	Count	Percentage
CALL_PY_EXACT_ARGS	7,742,220	58.9%
CALL_PY_GENERAL	2,799,360	21.3%
ENTER_EXECUTOR	2,594,460	19.8%
COPY_FREE_VARS	60	0.0%
JUMP_BACKWARD	60	0.0%

Successors	Count	Percentage
GET_AWAITABLE	9,777,000	74.4%
CALL_PY_GENERAL	3,359,160	25.6%
CALL_PY_EXACT_ARGS	40	0.0%
CALL	20	0.0%

RETURN_VALUE

Successors and predecessors for RETURN_VALUE

Predecessors	Count	Percentage
LOAD_CONST_IMMORTAL	69,115,740	36.2%
COMPARE_OP_FLOAT	42,887,580	22.5%
LOAD_FAST	26,316,000	13.8%
LOAD_ATTR_INSTANCE_VALUE	22,395,240	11.7%
EXIT_INIT_CHECK	13,437,060	7.0%

Successors	Count	Percentage
INTERPRETER_EXIT	72,001,320	37.8%
POP_TOP	43,675,200	22.9%
STORE_FAST	31,914,720	16.7%
TO_BOOL_BOOL	15,677,060	8.2%
EXIT_INIT_CHECK	13,437,060	7.0%

STORE_SUBSCR

Successors and predecessors for STORE_SUBSCR

Predecessors	Count	Percentage
LOAD_ATTR	20	100.0%

Successors	Count	Percentage
STORE_SUBSCR_DICT	20	100.0%

TO_BOOL

Successors and predecessors for TO_BOOL

Predecessors	Count	Percentage
LOAD_ATTR_INSTANCE_VALUE	4,411,980	100.0%
TO_BOOL	1,140	0.0%
RETURN_VALUE	220	0.0%
COPY	80	0.0%
LOAD_FAST	80	0.0%

Successors	Count	Percentage
POP_JUMP_IF_TRUE	3,360,540	76.1%
POP_JUMP_IF_FALSE	1,051,320	23.8%
TO_BOOL	1,140	0.0%
TO_BOOL_BOOL	520	0.0%
TO_BOOL_INT	120	0.0%

UNARY_INVERT

Successors and predecessors for UNARY_INVERT

Predecessors	Count	Percentage
BINARY_OP	60	50.0%
LOAD_ATTR_MODULE	60	50.0%

Successors	Count	Percentage
BINARY_OP	120	100.0%

UNARY_NOT

Successors and predecessors for UNARY_NOT

Predecessors	Count	Percentage
TO_BOOL_BOOL	60	50.0%
TO_BOOL_INT	60	50.0%

Successors	Count	Percentage
COPY	60	50.0%
STORE_FAST	60	50.0%

BINARY_OP

Successors and predecessors for BINARY_OP

Predecessors	Count	Percentage
LOAD_GLOBAL_MODULE	180	25.7%
BINARY_OP	140	20.0%
LOAD_FAST	140	20.0%
UNARY_INVERT	120	17.1%
POP_JUMP_IF_FALSE	60	8.6%

Successors	Count	Percentage
BINARY_OP	140	20.0%
COPY	120	17.1%
STORE_FAST	120	17.1%
LOAD_GLOBAL_MODULE	120	17.1%
UNARY_INVERT	60	8.6%

BUILD_LIST

Successors and predecessors for BUILD_LIST

Predecessors	Count	Percentage
LOAD_FAST	2,799,360	77.6%
STORE_ATTR_INSTANCE_VALUE	559,920	15.5%
LOAD_ATTR_SLOT	247,115	6.8%
STORE_FAST	1,380	0.0%

Successors	Count	Percentage
LOAD_FAST	3,606,395	100.0%
STORE_FAST	1,380	0.0%

BUILD_MAP

Successors and predecessors for BUILD_MAP

Predecessors	Count	Percentage
LOAD_FAST	2,799,360	100.0%
STORE_ATTR_INSTANCE_VALUE	120	0.0%
POP_TOP	60	0.0%
BUILD_TUPLE	60	0.0%
RESUME_CHECK	60	0.0%

Successors	Count	Percentage
CALL_FUNCTION_EX	2,799,360	100.0%
LOAD_FAST	300	0.0%

BUILD_STRING

Successors and predecessors for BUILD_STRING

Predecessors	Count	Percentage
FORMAT_SIMPLE	120	100.0%

Successors	Count	Percentage
STORE_FAST	120	100.0%

BUILD_TUPLE

Successors and predecessors for BUILD_TUPLE

Predecessors	Count	Percentage
LOAD_FAST	240	40.0%
LOAD_FAST_LOAD_FAST	120	20.0%
CALL_NON_PY_GENERAL	60	10.0%
LOAD_CONST_IMMORTAL	60	10.0%
LOAD_GLOBAL_BUILTIN	60	10.0%

Successors	Count	Percentage
LOAD_CONST	240	40.0%
CALL	80	13.3%
RETURN_VALUE	60	10.0%
BUILD_MAP	60	10.0%
CALL_ISINSTANCE	40	6.7%

CALL

Successors and predecessors for CALL

Predecessors	Count	Percentage
LOAD_ATTR_METHOD_WITH_VALUES	540	21.6%
LOAD_FAST	380	15.2%
PUSH_NULL	340	13.6%
LOAD_ATTR_METHOD_NO_DICT	240	9.6%
LOAD_CONST_IMMORTAL	220	8.8%

Successors	Count	Percentage
CALL_PY_EXACT_ARGS	1,200	48.0%
CALL_NON_PY_GENERAL	500	20.0%
CALL_METHOD_DESCRIPTOR_NOARGS	240	9.6%
CALL_PY_GENERAL	140	5.6%
CALL_ALLOC_AND_ENTER_INIT	60	2.4%

CALL_FUNCTION_EX

Successors and predecessors for CALL_FUNCTION_EX

Predecessors	Count	Percentage
ENTER_EXECUTOR	12,629,905	80.6%
BUILD_MAP	2,799,360	17.9%
CALL_INTRINSIC_1	247,115	1.6%
DICT_MERGE	60	0.0%
LOAD_FAST	60	0.0%

Successors	Count	Percentage
POP_TOP	12,877,140	82.1%
STORE_FAST	2,799,360	17.9%

CALL_INTRINSIC_1

Successors and predecessors for CALL_INTRINSIC_1

Predecessors	Count	Percentage
LIST_EXTEND	3,046,475	100.0%

Successors	Count	Percentage
LOAD_CONST_IMMORTAL	2,799,360	91.9%
CALL_FUNCTION_EX	247,115	8.1%

CALL_KW

Successors and predecessors for CALL_KW

Predecessors	Count	Percentage
LOAD_CONST	40	100.0%

Successors	Count	Percentage
CALL_KW_NON_PY	20	50.0%
CALL_KW_PY	20	50.0%

COMPARE_OP

Successors and predecessors for COMPARE_OP

Predecessors	Count	Percentage
LOAD_SMALL_INT	2,799,440	100.0%
COMPARE_OP	780	0.0%
LOAD_FAST	240	0.0%
CALL_BUILTIN_CLASS	120	0.0%
LOAD_GLOBAL_MODULE	60	0.0%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	2,799,720	100.0%
COMPARE_OP	780	0.0%
POP_JUMP_IF_TRUE	120	0.0%
COMPARE_OP_INT	20	0.0%

CONTAINS_OP

Successors and predecessors for CONTAINS_OP

Predecessors	Count	Percentage
LOAD_ATTR_INSTANCE_VALUE	20	50.0%
LOAD_GLOBAL_MODULE	20	50.0%

Successors	Count	Percentage
CONTAINS_OP_DICT	20	50.0%
CONTAINS_OP_SET	20	50.0%

COPY

Successors and predecessors for COPY

Predecessors	Count	Percentage
RETURN_VALUE	559,860	99.7%
CALL_LEN	1,380	0.2%
BINARY_OP	120	0.0%
LOAD_FAST	120	0.0%
CALL_BUILTIN_FAST	120	0.0%

Successors	Count	Percentage
LOAD_SPECIAL	559,860	99.7%
TO_BOOL_INT	1,460	0.3%
TO_BOOL_BOOL	200	0.0%
TO_BOOL	80	0.0%
LOAD_ATTR_INSTANCE_VALUE	80	0.0%

COPY_FREE_VARS

Successors and predecessors for COPY_FREE_VARS

Predecessors	Count	Percentage
CALL_PY_EXACT_ARGS	2,799,900	50.0%
CALL_ALLOC_AND_ENTER_INIT	2,799,420	50.0%
CACHE	60	0.0%

Successors	Count	Percentage
RESUME_CHECK	5,599,260	100.0%
RETURN_GENERATOR	60	0.0%
MAKE_CELL	60	0.0%

DELETE_FAST

Successors and predecessors for DELETE_FAST

Predecessors	Count	Percentage
LOAD_FAST	6,718,380	100.0%

Successors	Count	Percentage
RETURN_VALUE	6,718,380	100.0%

DICT_MERGE

Successors and predecessors for DICT_MERGE

Predecessors	Count	Percentage
LOAD_FAST	60	100.0%

Successors	Count	Percentage
CALL_FUNCTION_EX	60	100.0%

FOR_ITER

Successors and predecessors for FOR_ITER

Predecessors	Count	Percentage
GET_ITER	140	58.3%
JUMP_BACKWARD	60	25.0%
FOR_ITER	40	16.7%

Successors	Count	Percentage
POP_ITER	180	75.0%
FOR_ITER	40	16.7%
FOR_ITER_LIST	20	8.3%

GET_AWAITABLE

Successors and predecessors for GET_AWAITABLE

Predecessors	Count	Percentage
RETURN_GENERATOR	9,777,000	74.4%
LOAD_FAST	2,799,360	21.3%
LOAD_ATTR_INSTANCE_VALUE	559,860	4.3%

Successors	Count	Percentage
LOAD_CONST_IMMORTAL	13,136,220	100.0%

IMPORT_NAME

Successors and predecessors for IMPORT_NAME

Predecessors	Count	Percentage
LOAD_CONST_IMMORTAL	60	100.0%

Successors	Count	Percentage
STORE_FAST	60	100.0%

IS_OP

Successors and predecessors for IS_OP

Predecessors	Count	Percentage
LOAD_CONST_IMMORTAL	360	100.0%

Successors	Count	Percentage
RETURN_VALUE	300	83.3%
STORE_FAST	60	16.7%

JUMP_BACKWARD

Successors and predecessors for JUMP_BACKWARD

Predecessors	Count	Percentage
POP_TOP	491,580	66.6%
STORE_ATTR_INSTANCE_VALUE	245,760	33.3%
POP_JUMP_IF_TRUE	1,320	0.2%

Successors	Count	Percentage
LOAD_FAST	491,400	66.5%
FOR_ITER_RANGE	245,700	33.3%
NOP	1,320	0.2%
NOT_TAKEN	60	0.0%
RETURN_GENERATOR	60	0.0%

JUMP_BACKWARD_NO_INTERRUPT

Successors and predecessors for JUMP_BACKWARD_NO_INTERRUPT

Predecessors	Count	Percentage
RESUME_CHECK	12,877,140	100.0%

Successors	Count	Percentage
SEND_GEN	9,517,920	73.9%
SEND	3,359,220	26.1%

JUMP_FORWARD

Successors and predecessors for JUMP_FORWARD

Predecessors	Count	Percentage
STORE_FAST	3,362,220	50.0%
POP_JUMP_IF_FALSE	3,359,220	50.0%
NOT_TAKEN	60	0.0%
POP_TOP	60	0.0%

Successors	Count	Percentage
LOAD_FAST	3,360,900	50.0%
NOP	3,359,220	50.0%
LOAD_GLOBAL_BUILTIN	1,440	0.0%

LIST_EXTEND

Successors and predecessors for LIST_EXTEND

Predecessors	Count	Percentage
LOAD_FAST	2,799,360	91.9%
LOAD_ATTR_SLOT	247,115	8.1%

Successors	Count	Percentage
CALL_INTRINSIC_1	3,046,475	100.0%

LOAD_ATTR

Successors and predecessors for LOAD_ATTR

Predecessors	Count	Percentage
LOAD_FAST	9,520,240	72.5%
LOAD_GLOBAL_MODULE	3,359,920	25.6%
LOAD_ATTR_SLOT	247,175	1.9%
LOAD_ATTR	3,600	0.0%
LOAD_ATTR_INSTANCE_VALUE	400	0.0%

Successors	Count	Percentage
PUSH_NULL	6,405,815	48.8%
TO_BOOL_NONE	3,359,220	25.6%
CALL_NON_PY_GENERAL	3,359,200	25.6%
LOAD_ATTR	3,600	0.0%
LOAD_ATTR_METHOD_WITH_VALUES	940	0.0%

LOAD_CONST

Successors and predecessors for LOAD_CONST

Predecessors	Count	Percentage
LOAD_FAST_LOAD_FAST	6,718,560	66.7%
LOAD_FAST	3,359,460	33.3%
BUILD_TUPLE	240	0.0%
LOAD_CONST	240	0.0%
PUSH_NULL	180	0.0%

Successors	Count	Percentage
CALL_KW_NON_PY	6,718,720	66.7%
CALL_KW_PY	3,359,320	33.3%
BINARY_SUBSCR	240	0.0%
MAKE_FUNCTION	240	0.0%
LOAD_CONST	240	0.0%

LOAD_DEREF

Successors and predecessors for LOAD_DEREF

Predecessors	Count	Percentage
LOAD_GLOBAL_BUILTIN	5,599,200	100.0%
STORE_FAST	120	0.0%
LOAD_ATTR_METHOD_NO_DICT	60	0.0%
RESUME_CHECK	60	0.0%

Successors	Count	Percentage
LOAD_FAST	5,599,200	100.0%
LOAD_SMALL_INT	60	0.0%
POP_JUMP_IF_NOT_NONE	60	0.0%
STORE_FAST	60	0.0%
LOAD_CONST_IMMORTAL	60	0.0%

LOAD_FAST

Successors and predecessors for LOAD_FAST

Predecessors	Count	Percentage
RESUME_CHECK	97,983,000	17.5%
POP_JUMP_IF_FALSE	97,309,440	17.4%
LOAD_CONST_IMMORTAL	63,513,180	11.3%
LOAD_ATTR_SLOT	43,133,460	7.7%
LOAD_GLOBAL_BUILTIN	42,894,180	7.7%

Successors	Count	Percentage
LOAD_ATTR_SLOT	142,191,385	25.4%
LOAD_ATTR_INSTANCE_VALUE	102,694,640	18.3%
LOAD_ATTR_METHOD_WITH_VALUES	61,413,360	11.0%
STORE_ATTR_SLOT	52,874,400	9.4%
LOAD_GLOBAL_MODULE	45,688,600	8.2%

LOAD_FAST_LOAD_FAST

Successors and predecessors for LOAD_FAST_LOAD_FAST

Predecessors	Count	Percentage
STORE_ATTR_SLOT	38,631,240	35.4%
LOAD_FAST_LOAD_FAST	19,035,900	17.4%
PUSH_NULL	16,236,480	14.9%
LOAD_ATTR_METHOD_WITH_VALUES	13,969,200	12.8%
POP_JUMP_IF_NOT_NONE	10,077,660	9.2%

Successors	Count	Percentage
STORE_ATTR_SLOT	54,307,680	49.8%
LOAD_FAST_LOAD_FAST	19,035,900	17.4%
LOAD_FAST	12,877,380	11.8%
CALL_ALLOC_AND_ENTER_INIT	10,077,660	9.2%
LOAD_CONST	6,718,560	6.2%

LOAD_GLOBAL

Successors and predecessors for LOAD_GLOBAL

Predecessors	Count	Percentage
RESUME_CHECK	320	22.5%
POP_TOP	200	14.1%
LOAD_FAST	160	11.3%
STORE_FAST	160	11.3%
STORE_ATTR_INSTANCE_VALUE	160	11.3%

Successors	Count	Percentage
LOAD_GLOBAL_MODULE	1,100	77.5%
LOAD_GLOBAL_BUILTIN	320	22.5%

LOAD_SMALL_INT

Successors and predecessors for LOAD_SMALL_INT

Predecessors	Count	Percentage
LOAD_FAST	6,925,260	96.5%
LOAD_ATTR_INSTANCE_VALUE	246,120	3.4%
POP_JUMP_IF_FALSE	1,440	0.0%
POP_JUMP_IF_TRUE	1,320	0.0%
POP_TOP	120	0.0%

Successors	Count	Percentage
COMPARE_OP_INT	3,361,000	46.8%
COMPARE_OP	2,799,440	39.0%
BINARY_OP_SUBTRACT_INT	764,680	10.7%
BINARY_SUBSCR_LIST_INT	245,980	3.4%
STORE_FAST	2,760	0.0%

LOAD_SPECIAL

Successors and predecessors for LOAD_SPECIAL

Predecessors	Count	Percentage
COPY	559,860	50.0%
SWAP	559,860	50.0%

Successors	Count	Percentage
SWAP	559,860	50.0%
CALL_PY_EXACT_ARGS	559,860	50.0%

LOAD_SUPER_ATTR

Successors and predecessors for LOAD_SUPER_ATTR

Predecessors	Count	Percentage
LOAD_FAST	160	100.0%

Successors	Count	Percentage
LOAD_SUPER_ATTR_METHOD	160	100.0%

MAKE_CELL

Successors and predecessors for MAKE_CELL

Predecessors	Count	Percentage
COPY_FREE_VARS	60	50.0%
CALL_PY_GENERAL	60	50.0%

Successors	Count	Percentage
RESUME_CHECK	120	100.0%

POP_JUMP_IF_FALSE

Successors and predecessors for POP_JUMP_IF_FALSE

Predecessors	Count	Percentage
TO_BOOL_BOOL	110,813,520	73.5%
TO_BOOL_NONE	31,912,620	21.2%
COMPARE_OP_INT	3,362,400	2.2%
COMPARE_OP	2,799,720	1.9%
TO_BOOL	1,051,320	0.7%

Successors	Count	Percentage
LOAD_FAST	97,309,440	64.6%
LOAD_CONST_IMMORTAL	34,959,840	23.2%
LOAD_GLOBAL_MODULE	12,003,360	8.0%
JUMP_FORWARD	3,359,220	2.2%
LOAD_FAST_LOAD_FAST	2,799,420	1.9%

POP_JUMP_IF_NONE

Successors and predecessors for POP_JUMP_IF_NONE

Predecessors	Count	Percentage
LOAD_ATTR_INSTANCE_VALUE	3,604,980	62.4%
LOAD_FAST	2,171,340	37.6%
CALL_NON_PY_GENERAL	120	0.0%

Successors	Count	Percentage
LOAD_FAST	4,970,400	86.0%
LOAD_CONST_IMMORTAL	805,800	13.9%
LOAD_GLOBAL_BUILTIN	100	0.0%
LOAD_FAST_LOAD_FAST	60	0.0%
LOAD_GLOBAL	40	0.0%

POP_JUMP_IF_NOT_NONE

Successors and predecessors for POP_JUMP_IF_NOT_NONE

Predecessors	Count	Percentage
LOAD_FAST	25,195,980	83.3%
LOAD_ATTR_INSTANCE_VALUE	5,038,800	16.7%
LOAD_GLOBAL_MODULE	180	0.0%
LOAD_DEREF	60	0.0%

Successors	Count	Percentage
LOAD_FAST_LOAD_FAST	10,077,660	33.3%
LOAD_FAST	9,519,300	31.5%
LOAD_GLOBAL_MODULE	6,718,840	22.2%
LOAD_CONST_IMMORTAL	3,919,020	13.0%
NOP	120	0.0%

POP_JUMP_IF_TRUE

Successors and predecessors for POP_JUMP_IF_TRUE

Predecessors	Count	Percentage
TO_BOOL_BOOL	9,519,840	73.9%
TO_BOOL	3,360,540	26.1%
TO_BOOL_INT	1,440	0.0%
COMPARE_OP	120	0.0%

Successors	Count	Percentage
LOAD_FAST	10,078,020	78.2%
LOAD_CONST_IMMORTAL	2,799,480	21.7%
STORE_FAST	1,380	0.0%
JUMP_BACKWARD	1,320	0.0%
LOAD_SMALL_INT	1,320	0.0%

RAISE_VARARGS

Successors and predecessors for RAISE_VARARGS

Predecessors	Count	Percentage
LOAD_CONST_IMMORTAL	60	100.0%

Successors	Count	Percentage
COPY	60	100.0%

RERAISE

Successors and predecessors for RERAISE

Predecessors	Count	Percentage
POP_EXCEPT	60	100.0%

Successors	Count	Percentage
PUSH_EXC_INFO	60	100.0%

SEND

Successors and predecessors for SEND

Predecessors	Count	Percentage
JUMP_BACKWARD_NO_INTERRUPT	3,359,220	50.0%
LOAD_CONST_IMMORTAL	3,359,220	50.0%
SEND	1,660	0.0%

Successors	Count	Percentage
END_SEND	3,359,220	50.0%
YIELD_VALUE	3,359,220	50.0%
SEND	1,660	0.0%

SET_FUNCTION_ATTRIBUTE

Successors and predecessors for SET_FUNCTION_ATTRIBUTE

Predecessors	Count	Percentage
MAKE_FUNCTION	240	100.0%

Successors	Count	Percentage
STORE_FAST	240	100.0%

STORE_ATTR

Successors and predecessors for STORE_ATTR

Predecessors	Count	Percentage
LOAD_FAST	860	76.8%
LOAD_ATTR_INSTANCE_VALUE	120	10.7%
LOAD_FAST_LOAD_FAST	60	5.4%
STORE_ATTR	40	3.6%
SWAP	40	3.6%

Successors	Count	Percentage
STORE_ATTR_INSTANCE_VALUE	900	80.4%
LOAD_CONST_IMMORTAL	120	10.7%
LOAD_FAST	60	5.4%
STORE_ATTR	40	3.6%

STORE_DEREF

Successors and predecessors for STORE_DEREF

Predecessors	Count	Percentage
CALL_NON_PY_GENERAL	60	100.0%

Successors	Count	Percentage
LOAD_FAST	60	100.0%

STORE_FAST

Successors and predecessors for STORE_FAST

Predecessors	Count	Percentage
RETURN_VALUE	31,914,720	50.1%
LOAD_CONST_IMMORTAL	14,779,080	23.2%
CALL_NON_PY_GENERAL	8,958,360	14.1%
CALL_KW_NON_PY	3,359,340	5.3%
CALL_FUNCTION_EX	2,799,360	4.4%

Successors	Count	Percentage
LOAD_FAST	39,901,140	62.7%
LOAD_CONST_IMMORTAL	13,124,400	20.6%
JUMP_FORWARD	3,362,220	5.3%
NOP	3,333,180	5.2%
LOAD_FAST_LOAD_FAST	2,799,600	4.4%

STORE_FAST_STORE_FAST

Successors and predecessors for STORE_FAST_STORE_FAST

Predecessors	Count	Percentage
UNPACK_SEQUENCE_TWO_TUPLE	180	100.0%

Successors	Count	Percentage
LOAD_FAST	120	66.7%
LOAD_GLOBAL_MODULE	40	22.2%
LOAD_GLOBAL	20	11.1%

SWAP

Successors and predecessors for SWAP

Predecessors	Count	Percentage
LOAD_SPECIAL	559,860	50.0%
SWAP	559,860	50.0%
LOAD_ATTR	60	0.0%
LOAD_FAST	60	0.0%
BINARY_OP_ADD_INT	60	0.0%

Successors	Count	Percentage
LOAD_SPECIAL	559,860	50.0%
SWAP	559,860	50.0%
STORE_ATTR_INSTANCE_VALUE	80	0.0%
POP_EXCEPT	60	0.0%
STORE_FAST	60	0.0%

UNPACK_SEQUENCE

Successors and predecessors for UNPACK_SEQUENCE

Predecessors	Count	Percentage
RETURN_VALUE	20	25.0%
STORE_FAST	20	25.0%
CALL_METHOD_DESCRIPTOR_NOARGS	20	25.0%
CALL_NON_PY_GENERAL	20	25.0%

Successors	Count	Percentage
UNPACK_SEQUENCE_TWO_TUPLE	80	100.0%

YIELD_VALUE

Successors and predecessors for YIELD_VALUE

Predecessors	Count	Percentage
YIELD_VALUE	9,517,920	73.9%
SEND	3,359,220	26.1%

Successors	Count	Percentage
YIELD_VALUE	9,517,920	73.9%
INTERPRETER_EXIT	3,359,220	26.1%

BINARY_OP_ADD_FLOAT

Successors and predecessors for BINARY_OP_ADD_FLOAT

Predecessors	Count	Percentage
LOAD_FAST	2,799,360	100.0%
LOAD_ATTR_INSTANCE_VALUE	1,380	0.0%

Successors	Count	Percentage
LOAD_FAST	2,799,360	100.0%
STORE_FAST	1,380	0.0%

BINARY_OP_ADD_INT

Successors and predecessors for BINARY_OP_ADD_INT

Predecessors	Count	Percentage
LOAD_SMALL_INT	40	66.7%
BINARY_OP	20	33.3%

Successors	Count	Percentage
SWAP	60	100.0%

BINARY_OP_SUBTRACT_FLOAT

Successors and predecessors for BINARY_OP_SUBTRACT_FLOAT

Predecessors	Count	Percentage
RETURN_VALUE	40	33.3%
BINARY_OP	40	33.3%
LOAD_FAST	40	33.3%

Successors	Count	Percentage
STORE_FAST	120	100.0%

BINARY_OP_SUBTRACT_INT

Successors and predecessors for BINARY_OP_SUBTRACT_INT

Predecessors	Count	Percentage
LOAD_SMALL_INT	764,680	100.0%
BINARY_OP	20	0.0%

Successors	Count	Percentage
CALL_PY_EXACT_ARGS	764,640	100.0%
SWAP	60	0.0%

BINARY_SUBSCR_DICT

Successors and predecessors for BINARY_SUBSCR_DICT

Predecessors	Count	Percentage
RETURN_VALUE	60	50.0%
LOAD_FAST	40	33.3%
BINARY_SUBSCR	20	16.7%

Successors	Count	Percentage
PUSH_EXC_INFO	60	50.0%
RETURN_VALUE	60	50.0%

BINARY_SUBSCR_GETITEM

Successors and predecessors for BINARY_SUBSCR_GETITEM

Predecessors	Count	Percentage
LOAD_FAST_LOAD_FAST	60	100.0%

Successors	Count	Percentage
RESUME_CHECK	60	100.0%

BINARY_SUBSCR_LIST_INT

Successors and predecessors for BINARY_SUBSCR_LIST_INT

Predecessors	Count	Percentage
LOAD_SMALL_INT	245,980	100.0%
BINARY_SUBSCR	20	0.0%

Successors	Count	Percentage
STORE_FAST	245,820	99.9%
LOAD_ATTR_SLOT	160	0.1%
LOAD_ATTR	20	0.0%

BINARY_SUBSCR_TUPLE_INT

Successors and predecessors for BINARY_SUBSCR_TUPLE_INT

Predecessors	Count	Percentage
LOAD_SMALL_INT	280	93.3%
BINARY_SUBSCR	20	6.7%

Successors	Count	Percentage
FORMAT_SIMPLE	240	80.0%
STORE_FAST	60	20.0%

CALL_ALLOC_AND_ENTER_INIT

Successors and predecessors for CALL_ALLOC_AND_ENTER_INIT

Predecessors	Count	Percentage
LOAD_FAST_LOAD_FAST	10,077,660	75.0%
LOAD_FAST	2,799,360	20.8%
PUSH_NULL	559,900	4.2%
CALL	60	0.0%
LOAD_ATTR	40	0.0%

Successors	Count	Percentage
RESUME_CHECK	10,637,640	79.2%
COPY_FREE_VARS	2,799,420	20.8%

CALL_BOUND_METHOD_EXACT_ARGS

Successors and predecessors for CALL_BOUND_METHOD_EXACT_ARGS

Predecessors	Count	Percentage
PUSH_NULL	40	66.7%
CALL	20	33.3%

Successors	Count	Percentage
RETURN_GENERATOR	60	100.0%

CALL_BOUND_METHOD_GENERAL

Successors and predecessors for CALL_BOUND_METHOD_GENERAL

Predecessors	Count	Percentage
LOAD_ATTR	40	66.7%
CALL	20	33.3%

Successors	Count	Percentage
RESUME_CHECK	60	100.0%

CALL_BUILTIN_CLASS

Successors and predecessors for CALL_BUILTIN_CLASS

Predecessors	Count	Percentage
LOAD_GLOBAL_BUILTIN	559,920	49.9%
LOAD_GLOBAL_MODULE	559,860	49.9%
LOAD_FAST	1,620	0.1%
LOAD_ATTR_INSTANCE_VALUE	160	0.0%
RETURN_VALUE	40	0.0%

Successors	Count	Percentage
GET_ITER	561,300	50.0%
LOAD_FAST	559,920	49.9%
COMPARE_OP	120	0.0%
LOAD_GLOBAL_BUILTIN	120	0.0%
RETURN_VALUE	60	0.0%

CALL_BUILTIN_FAST

Successors and predecessors for CALL_BUILTIN_FAST

Predecessors	Count	Percentage
LOAD_FAST	2,799,360	100.0%
LOAD_CONST_IMMORTAL	220	0.0%
CALL	20	0.0%

Successors	Count	Percentage
POP_TOP	2,799,360	100.0%
COPY	120	0.0%
TO_BOOL_BOOL	100	0.0%
TO_BOOL	20	0.0%

CALL_BUILTIN_FAST_WITH_KEYWORDS

Successors and predecessors for CALL_BUILTIN_FAST_WITH_KEYWORDS

Predecessors	Count	Percentage
LOAD_ATTR_INSTANCE_VALUE	559,860	100.0%
CALL	40	0.0%
LOAD_SMALL_INT	40	0.0%
CALL_BUILTIN_FAST_WITH_KEYWORDS	40	0.0%

Successors	Count	Percentage
LOAD_FAST	559,860	100.0%
POP_TOP	60	0.0%
CALL_BUILTIN_FAST_WITH_KEYWORDS	40	0.0%
CALL	20	0.0%

CALL_BUILTIN_O

Successors and predecessors for CALL_BUILTIN_O

Predecessors	Count	Percentage
LOAD_FAST	2,799,400	91.9%
LOAD_ATTR_INSTANCE_VALUE	245,820	8.1%
CALL	40	0.0%
LOAD_CONST_IMMORTAL	40	0.0%

Successors	Count	Percentage
TO_BOOL_BOOL	2,799,360	91.9%
STORE_FAST	245,820	8.1%
POP_TOP	120	0.0%

CALL_ISINSTANCE

Successors and predecessors for CALL_ISINSTANCE

Predecessors	Count	Percentage
LOAD_GLOBAL_MODULE	42,887,620	100.0%
LOAD_GLOBAL_BUILTIN	300	0.0%
BUILD_TUPLE	40	0.0%
CALL	40	0.0%

Successors	Count	Percentage
TO_BOOL_BOOL	42,887,960	100.0%
TO_BOOL	40	0.0%

CALL_KW_NON_PY

Successors and predecessors for CALL_KW_NON_PY

Predecessors	Count	Percentage
LOAD_CONST	6,718,720	100.0%
CALL_KW	20	0.0%

Successors	Count	Percentage
STORE_FAST	3,359,340	50.0%
RETURN_VALUE	3,359,220	50.0%
POP_TOP	180	0.0%

CALL_KW_PY

Successors and predecessors for CALL_KW_PY

Predecessors	Count	Percentage
LOAD_CONST	3,359,320	100.0%
CALL_KW	20	0.0%

Successors	Count	Percentage
RESUME_CHECK	3,359,340	100.0%

CALL_LEN

Successors and predecessors for CALL_LEN

Predecessors	Count	Percentage
LOAD_ATTR_INSTANCE_VALUE	4,140	100.0%

Successors	Count	Percentage
STORE_FAST	2,760	66.7%
COPY	1,380	33.3%

CALL_METHOD_DESCRIPTOR_FAST

Successors and predecessors for CALL_METHOD_DESCRIPTOR_FAST

Predecessors	Count	Percentage
LOAD_FAST_LOAD_FAST	120	66.7%
RETURN_VALUE	40	22.2%
CALL	20	11.1%

Successors	Count	Percentage
RETURN_VALUE	120	66.7%
STORE_FAST	60	33.3%

CALL_METHOD_DESCRIPTOR_FAST_WITH_KEYWORDS

Successors and predecessors for CALL_METHOD_DESCRIPTOR_FAST_WITH_KEYWORDS

Predecessors	Count	Percentage
LOAD_FAST_LOAD_FAST	1,380	88.5%
LOAD_CONST_IMMORTAL	60	3.8%
CALL	40	2.6%
LOAD_ATTR	40	2.6%
LOAD_FAST	40	2.6%

Successors	Count	Percentage
STORE_FAST	1,380	88.5%
POP_TOP	120	7.7%
RETURN_VALUE	60	3.8%

CALL_METHOD_DESCRIPTOR_NOARGS

Successors and predecessors for CALL_METHOD_DESCRIPTOR_NOARGS

Predecessors	Count	Percentage
LOAD_ATTR_METHOD_WITH_VALUES	10,077,660	100.0%
LOAD_ATTR_METHOD_NO_DICT	1,860	0.0%
CALL	240	0.0%
LOAD_FAST	120	0.0%

Successors	Count	Percentage
TO_BOOL_BOOL	10,077,620	100.0%
STORE_FAST	1,380	0.0%
POP_TOP	360	0.0%
GET_ITER	120	0.0%
CALL_NON_PY_GENERAL	80	0.0%

CALL_METHOD_DESCRIPTOR_O

Successors and predecessors for CALL_METHOD_DESCRIPTOR_O

Predecessors	Count	Percentage
LOAD_FAST	17,041,800	100.0%
LOAD_CONST_IMMORTAL	80	0.0%
CALL	60	0.0%
BUILD_TUPLE	40	0.0%

Successors	Count	Percentage
POP_TOP	17,041,980	100.0%

CALL_NON_PY_GENERAL

Successors and predecessors for CALL_NON_PY_GENERAL

Predecessors	Count	Percentage
PUSH_NULL	8,960,040	47.1%
LOAD_ATTR	3,359,200	17.6%
LOAD_ATTR_METHOD_WITH_VALUES	3,359,200	17.6%
LOAD_FAST	2,799,680	14.7%
LOAD_CONST_IMMORTAL	559,900	2.9%

Successors	Count	Percentage
STORE_FAST	8,958,360	47.1%
POP_TOP	6,718,680	35.3%
RETURN_VALUE	2,800,980	14.7%
LOAD_FAST	560,340	2.9%
POP_JUMP_IF_NONE	120	0.0%

CALL_PY_EXACT_ARGS

Successors and predecessors for CALL_PY_EXACT_ARGS

Predecessors	Count	Percentage
LOAD_ATTR_METHOD_WITH_VALUES	43,673,840	64.9%
LOAD_FAST	12,880,880	19.1%
LOAD_FAST_LOAD_FAST	3,331,760	4.9%
LOAD_ATTR_METHOD_NO_DICT	3,046,560	4.5%
LOAD_SUPER_ATTR_METHOD	2,799,560	4.2%

Successors	Count	Percentage
RESUME_CHECK	56,803,560	84.3%
RETURN_GENERATOR	7,742,220	11.5%
COPY_FREE_VARS	2,799,900	4.2%

CALL_PY_GENERAL

Successors and predecessors for CALL_PY_GENERAL

Predecessors	Count	Percentage
RETURN_GENERATOR	3,359,160	37.5%
LOAD_FAST_LOAD_FAST	2,799,360	31.2%
LOAD_GLOBAL_MODULE	2,799,360	31.2%
CALL	140	0.0%
LOAD_FAST	120	0.0%

Successors	Count	Percentage
RESUME_CHECK	6,159,000	68.8%
RETURN_GENERATOR	2,799,360	31.2%
MAKE_CELL	60	0.0%

CALL_TYPE_1

Successors and predecessors for CALL_TYPE_1

Predecessors	Count	Percentage
LOAD_FAST	40	66.7%
CALL	20	33.3%

Successors	Count	Percentage
LOAD_GLOBAL_MODULE	40	66.7%
LOAD_GLOBAL	20	33.3%

COMPARE_OP_FLOAT

Successors and predecessors for COMPARE_OP_FLOAT

Predecessors	Count	Percentage
LOAD_ATTR_SLOT	42,887,580	99.4%
LOAD_FAST	245,820	0.6%
LOAD_GLOBAL_MODULE	120	0.0%

Successors	Count	Percentage
RETURN_VALUE	42,887,580	99.4%
POP_JUMP_IF_FALSE	245,940	0.6%

COMPARE_OP_INT

Successors and predecessors for COMPARE_OP_INT

Predecessors	Count	Percentage
LOAD_SMALL_INT	3,361,000	100.0%
LOAD_GLOBAL_MODULE	1,380	0.0%
COMPARE_OP	20	0.0%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	3,362,400	100.0%

CONTAINS_OP_DICT

Successors and predecessors for CONTAINS_OP_DICT

Predecessors	Count	Percentage
LOAD_ATTR_INSTANCE_VALUE	40	66.7%
CONTAINS_OP	20	33.3%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	60	100.0%

CONTAINS_OP_SET

Successors and predecessors for CONTAINS_OP_SET

Predecessors	Count	Percentage
LOAD_GLOBAL_MODULE	40	66.7%
CONTAINS_OP	20	33.3%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	60	100.0%

FOR_ITER_LIST

Successors and predecessors for FOR_ITER_LIST

Predecessors	Count	Percentage
GET_ITER	2,800	99.3%
FOR_ITER	20	0.7%

Successors	Count	Percentage
POP_ITER	2,820	100.0%

FOR_ITER_RANGE

Successors and predecessors for FOR_ITER_RANGE

Predecessors	Count	Percentage
GET_ITER	561,240	69.6%
JUMP_BACKWARD	245,700	30.4%

Successors	Count	Percentage
STORE_FAST	766,020	94.9%
POP_ITER	40,920	5.1%

LOAD_ATTR_CLASS

Successors and predecessors for LOAD_ATTR_CLASS

Predecessors	Count	Percentage
LOAD_FAST	120	50.0%
LOAD_ATTR_MODULE	120	50.0%

Successors	Count	Percentage
LOAD_FAST	120	50.0%
LOAD_FAST_LOAD_FAST	120	50.0%

LOAD_ATTR_INSTANCE_VALUE

Successors and predecessors for LOAD_ATTR_INSTANCE_VALUE

Predecessors	Count	Percentage
LOAD_FAST	102,694,640	100.0%
LOAD_ATTR	780	0.0%
LOAD_FAST_LOAD_FAST	200	0.0%
LOAD_ATTR_INSTANCE_VALUE	120	0.0%
COPY	80	0.0%

Successors	Count	Percentage
TO_BOOL_BOOL	40,245,140	39.2%
RETURN_VALUE	22,395,240	21.8%
LOAD_ATTR_METHOD_NO_DICT	17,045,280	16.6%
LOAD_ATTR_METHOD_WITH_VALUES	5,040,440	4.9%
POP_JUMP_IF_NOT_NONE	5,038,800	4.9%

LOAD_ATTR_METHOD_NO_DICT

Successors and predecessors for LOAD_ATTR_METHOD_NO_DICT

Predecessors	Count	Percentage
LOAD_ATTR_INSTANCE_VALUE	17,045,280	84.8%
LOAD_FAST	3,046,900	15.2%
LOAD_ATTR	360	0.0%
LOAD_FAST_LOAD_FAST	80	0.0%
LOAD_ATTR_METHOD_NO_DICT	40	0.0%

Successors	Count	Percentage
LOAD_FAST	17,041,980	84.8%
CALL_PY_EXACT_ARGS	3,046,560	15.2%
CALL_METHOD_DESCRIPTOR_NOARGS	1,860	0.0%
LOAD_FAST_LOAD_FAST	1,680	0.0%
CALL	240	0.0%

LOAD_ATTR_METHOD_WITH_VALUES

Successors and predecessors for LOAD_ATTR_METHOD_WITH_VALUES

Predecessors	Count	Percentage
LOAD_FAST	61,413,360	72.3%
LOAD_ATTR_SLOT	18,475,860	21.8%
LOAD_ATTR_INSTANCE_VALUE	5,040,440	5.9%
LOAD_ATTR	940	0.0%
RETURN_VALUE	280	0.0%

Successors	Count	Percentage
CALL_PY_EXACT_ARGS	43,673,840	51.4%
LOAD_FAST_LOAD_FAST	13,969,200	16.4%
LOAD_FAST	13,290,240	15.6%
CALL_METHOD_DESCRIPTOR_NOARGS	10,077,660	11.9%
CALL_NON_PY_GENERAL	3,359,200	4.0%

LOAD_ATTR_MODULE

Successors and predecessors for LOAD_ATTR_MODULE

Predecessors	Count	Percentage
LOAD_GLOBAL_MODULE	37,760,300	100.0%
LOAD_ATTR	640	0.0%

Successors	Count	Percentage
PUSH_NULL	34,961,100	92.6%
LOAD_FAST_LOAD_FAST	2,799,360	7.4%
LOAD_ATTR_CLASS	120	0.0%
LOAD_ATTR_SLOT	80	0.0%
UNARY_INVERT	60	0.0%

LOAD_ATTR_NONDESCRIPTOR_WITH_VALUES

Successors and predecessors for LOAD_ATTR_NONDESCRIPTOR_WITH_VALUES

Predecessors	Count	Percentage
LOAD_FAST	40	66.7%
LOAD_ATTR	20	33.3%

Successors	Count	Percentage
LOAD_FAST	60	100.0%

LOAD_ATTR_SLOT

Successors and predecessors for LOAD_ATTR_SLOT

Predecessors	Count	Percentage
LOAD_FAST	142,191,385	99.8%
ENTER_EXECUTOR	245,700	0.2%
LOAD_ATTR_SLOT	280	0.0%
BINARY_SUBSCR_LIST_INT	160	0.0%
LOAD_ATTR	80	0.0%

Successors	Count	Percentage
LOAD_FAST	43,133,460	30.3%
COMPARE_OP_FLOAT	42,887,580	30.1%
TO_BOOL_NONE	28,553,400	20.0%
LOAD_ATTR_METHOD_WITH_VALUES	18,475,860	13.0%
TO_BOOL_BOOL	8,645,340	6.1%

LOAD_CONST_IMMORTAL

Successors and predecessors for LOAD_CONST_IMMORTAL

Predecessors	Count	Percentage
STORE_ATTR_SLOT	49,829,040	30.8%
POP_JUMP_IF_FALSE	34,959,840	21.6%
POP_TOP	30,796,020	19.0%
GET_AWAITABLE	13,136,220	8.1%
STORE_FAST	13,124,400	8.1%

Successors	Count	Percentage
RETURN_VALUE	69,115,740	42.7%
LOAD_FAST	63,513,180	39.2%
STORE_FAST	14,779,080	9.1%
SEND_GEN	9,777,000	6.0%
SEND	3,359,220	2.1%

LOAD_GLOBAL_BUILTIN

Successors and predecessors for LOAD_GLOBAL_BUILTIN

Predecessors	Count	Percentage
RESUME_CHECK	45,689,240	92.1%
POP_TOP	2,799,540	5.6%
STORE_FAST	561,280	1.1%
STORE_ATTR_INSTANCE_VALUE	559,860	1.1%
JUMP_FORWARD	1,440	0.0%

Successors	Count	Percentage
LOAD_FAST	42,894,180	86.5%
LOAD_DEREF	5,599,200	11.3%
LOAD_GLOBAL_MODULE	559,940	1.1%
CALL_BUILTIN_CLASS	559,920	1.1%
CALL_ISINSTANCE	300	0.0%

LOAD_GLOBAL_MODULE

Successors and predecessors for LOAD_GLOBAL_MODULE

Predecessors	Count	Percentage
LOAD_FAST	45,688,600	52.3%
RESUME_CHECK	19,037,840	21.8%
POP_JUMP_IF_FALSE	12,003,360	13.7%
POP_JUMP_IF_NOT_NONE	6,718,840	7.7%
PUSH_NULL	2,799,400	3.2%

Successors	Count	Percentage
CALL_ISINSTANCE	42,887,620	49.1%
LOAD_ATTR_MODULE	37,760,300	43.2%
LOAD_ATTR	3,359,920	3.8%
CALL_PY_GENERAL	2,799,360	3.2%
CALL_BUILTIN_CLASS	559,860	0.6%

LOAD_SUPER_ATTR_METHOD

Successors and predecessors for LOAD_SUPER_ATTR_METHOD

Predecessors	Count	Percentage
LOAD_FAST	5,599,040	100.0%
LOAD_SUPER_ATTR	160	0.0%

Successors	Count	Percentage
CALL_PY_EXACT_ARGS	2,799,560	50.0%
LOAD_FAST_LOAD_FAST	2,799,420	50.0%
LOAD_FAST	120	0.0%
CALL	100	0.0%

RESUME_CHECK

Successors and predecessors for RESUME_CHECK

Predecessors	Count	Percentage
CACHE	72,001,320	40.6%
CALL_PY_EXACT_ARGS	56,803,560	32.0%
POP_TOP	13,409,460	7.6%
CALL_ALLOC_AND_ENTER_INIT	10,637,640	6.0%
SEND_GEN	9,517,920	5.4%

Successors	Count	Percentage
LOAD_FAST	97,983,000	55.2%
LOAD_GLOBAL_BUILTIN	45,689,240	25.7%
LOAD_GLOBAL_MODULE	19,037,840	10.7%
JUMP_BACKWARD_NO_INTERRUPT	12,877,140	7.3%
LOAD_CONST_IMMORTAL	1,652,280	0.9%

SEND_GEN

Successors and predecessors for SEND_GEN

Predecessors	Count	Percentage
LOAD_CONST_IMMORTAL	9,777,000	50.7%
JUMP_BACKWARD_NO_INTERRUPT	9,517,920	49.3%

Successors	Count	Percentage
POP_TOP	9,777,000	50.7%
RESUME_CHECK	9,517,920	49.3%

STORE_ATTR_INSTANCE_VALUE

Successors and predecessors for STORE_ATTR_INSTANCE_VALUE

Predecessors	Count	Percentage
LOAD_FAST	10,639,060	100.0%
STORE_ATTR	900	0.0%
LOAD_FAST_LOAD_FAST	240	0.0%
SWAP	80	0.0%

Successors	Count	Percentage
LOAD_CONST_IMMORTAL	6,159,840	57.9%
LOAD_FAST	1,680,300	15.8%
LOAD_GLOBAL_MODULE	560,240	5.3%
BUILD_LIST	559,920	5.3%
NOP	559,860	5.3%

STORE_ATTR_SLOT

Successors and predecessors for STORE_ATTR_SLOT

Predecessors	Count	Percentage
LOAD_FAST_LOAD_FAST	54,307,680	50.7%
LOAD_FAST	52,874,400	49.3%
STORE_ATTR_SLOT	840	0.0%

Successors	Count	Percentage
LOAD_CONST_IMMORTAL	49,829,040	46.5%
LOAD_FAST_LOAD_FAST	38,631,240	36.0%
LOAD_FAST	18,721,800	17.5%
STORE_ATTR_SLOT	840	0.0%

STORE_SUBSCR_DICT

Successors and predecessors for STORE_SUBSCR_DICT

Predecessors	Count	Percentage
LOAD_ATTR	40	66.7%
STORE_SUBSCR	20	33.3%

Successors	Count	Percentage
LOAD_FAST	60	100.0%

TO_BOOL_BOOL

Successors and predecessors for TO_BOOL_BOOL

Predecessors	Count	Percentage
CALL_ISINSTANCE	42,887,960	35.6%
LOAD_ATTR_INSTANCE_VALUE	40,245,140	33.4%
RETURN_VALUE	15,677,060	13.0%
CALL_METHOD_DESCRIPTOR_NOARGS	10,077,620	8.4%
LOAD_ATTR_SLOT	8,645,340	7.2%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	110,813,520	92.1%
POP_JUMP_IF_TRUE	9,519,840	7.9%
UNARY_NOT	60	0.0%

TO_BOOL_INT

Successors and predecessors for TO_BOOL_INT

Predecessors	Count	Percentage
COPY	1,460	83.9%
TO_BOOL	120	6.9%
LOAD_FAST	80	4.6%
BINARY_OP	40	2.3%
LOAD_ATTR_SLOT	40	2.3%

Successors	Count	Percentage
POP_JUMP_IF_TRUE	1,440	82.8%
POP_JUMP_IF_FALSE	240	13.8%
UNARY_NOT	60	3.4%

TO_BOOL_LIST

Successors and predecessors for TO_BOOL_LIST

Predecessors	Count	Percentage
LOAD_ATTR_INSTANCE_VALUE	494,200	100.0%
TO_BOOL	20	0.0%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	494,220	100.0%

TO_BOOL_NONE

Successors and predecessors for TO_BOOL_NONE

Predecessors	Count	Percentage
LOAD_ATTR_SLOT	28,553,400	89.5%
LOAD_ATTR	3,359,220	10.5%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	31,912,620	100.0%

UNPACK_SEQUENCE_TWO_TUPLE

Successors and predecessors for UNPACK_SEQUENCE_TWO_TUPLE

Predecessors	Count	Percentage
UNPACK_SEQUENCE	80	33.3%
RETURN_VALUE	40	16.7%
STORE_FAST	40	16.7%
CALL_METHOD_DESCRIPTOR_NOARGS	40	16.7%
CALL_NON_PY_GENERAL	40	16.7%

Successors	Count	Percentage
STORE_FAST_STORE_FAST	180	75.0%
LOAD_FAST	60	25.0%

ENTER_EXECUTOR

Successors and predecessors for ENTER_EXECUTOR

Predecessors	Count	Percentage
POP_TOP	15,990,480	98.1%
STORE_ATTR_INSTANCE_VALUE	314,100	1.9%

Successors	Count	Percentage
CALL_FUNCTION_EX	12,629,905	77.5%
RETURN_GENERATOR	2,594,460	15.9%
RETURN_VALUE	314,100	1.9%
POP_TOP	273,240	1.7%
POP_ITER	247,080	1.5%

Specialization stats

Specialization stats by family

BINARY_OP

specialization stats for BINARY_OP family

Kind	Count	Ratio
deferred ⓘ Lists the number of "deferred" (i.e. not specialized) instructions executed.	480	0.0%
hit ⓘ Specialized instructions that complete.	3,565,620	100.0%

Success	Count	Ratio
Success	80	36.4%
Failure	140	63.6%

Failure kind	Count	Ratio
and int	80	57.1%
or	40	28.6%
true divide other	20	14.3%

BINARY_SUBSCR

specialization stats for BINARY_SUBSCR family

Kind	Count	Ratio
deferred ⓘ Lists the number of "deferred" (i.e. not specialized) instructions executed.	240	0.1%
hit ⓘ Specialized instructions that complete.	246,480	99.9%

Success	Count	Ratio
Success	60	60.0%
Failure	40	40.0%

Failure kind	Count	Ratio
other	40	100.0%

CALL

specialization stats for CALL family

Kind	Count	Ratio
hit ⓘ Specialized instructions that complete.	158,324,820	100.0%
miss ⓘ Specialized instructions that deopt.	360	0.0%

Success	Count	Ratio
Success	2,500	100.0%
Failure	0	0.0%

Failure kind	Count	Ratio
init not python	20	20 / 0 !!

CALL_KW

specialization stats for CALL_KW family

Success	Count	Ratio
Success	40	100.0%
Failure	0	0.0%

COMPARE_OP

specialization stats for COMPARE_OP family

Kind	Count	Ratio
deferred ⓘ Lists the number of "deferred" (i.e. not specialized) instructions executed.	2,799,840	5.7%
hit ⓘ Specialized instructions that complete.	46,495,920	94.3%

Success	Count	Ratio
Success	20	2.5%
Failure	780	97.5%

Failure kind	Count	Ratio
float long	720	92.3%
tuple	40	5.1%
bool	20	2.6%

CONTAINS_OP

specialization stats for CONTAINS_OP family

Kind	Count	Ratio
hit ⓘ Specialized instructions that complete.	120	75.0%

Success	Count	Ratio
Success	40	100.0%
Failure	0	0.0%

FOR_ITER

specialization stats for FOR_ITER family

Kind	Count	Ratio
deferred ⓘ Lists the number of "deferred" (i.e. not specialized) instructions executed.	180	0.0%
hit ⓘ Specialized instructions that complete.	809,760	100.0%

Success	Count	Ratio
Success	20	33.3%
Failure	40	66.7%

Failure kind	Count	Ratio
dict items	40	100.0%

LOAD_ATTR

specialization stats for LOAD_ATTR family

Kind	Count	Ratio
deferred ⓘ Lists the number of "deferred" (i.e. not specialized) instructions executed.	13,125,275	3.3%
hit ⓘ Specialized instructions that complete.	387,901,285	96.7%
miss ⓘ Specialized instructions that deopt.	17,080	0.0%

Success	Count	Ratio
Success	3,140	46.7%
Failure	3,580	53.3%

Failure kind	Count	Ratio
method	1,680	46.9%
overriding descriptor	940	26.3%
module attr not found	880	24.6%
metaclass attribute	20	0.6%

LOAD_GLOBAL

specialization stats for LOAD_GLOBAL family

Kind	Count	Ratio
deopt ⓘ Specialized instructions that deopt.	60	0.0%
hit ⓘ Specialized instructions that complete.	136,984,860	100.0%
miss ⓘ Specialized instructions that deopt.	60	0.0%

Success	Count	Ratio
Success	1,420	100.0%
Failure	0	0.0%

LOAD_SUPER_ATTR

specialization stats for LOAD_SUPER_ATTR family

Kind	Count	Ratio
hit ⓘ Specialized instructions that complete.	5,599,200	100.0%

Success	Count	Ratio
Success	160	100.0%
Failure	0	0.0%

SEND

specialization stats for SEND family

Kind	Count	Ratio
deferred ⓘ Lists the number of "deferred" (i.e. not specialized) instructions executed.	6,718,440	25.8%
hit ⓘ Specialized instructions that complete.	19,294,920	74.2%

Success	Count	Ratio
Success	0	0.0%
Failure	1,660	100.0%

Failure kind	Count	Ratio
other	1,660	100.0%

STORE_ATTR

specialization stats for STORE_ATTR family

Kind	Count	Ratio
deferred ⓘ Lists the number of "deferred" (i.e. not specialized) instructions executed.	180	0.0%
hit ⓘ Specialized instructions that complete.	117,778,500	100.0%
miss ⓘ Specialized instructions that deopt.	44,700	0.0%

Success	Count	Ratio
Success	1,740	97.8%
Failure	40	2.2%

Failure kind	Count	Ratio
overriding descriptor	20	50.0%

STORE_SUBSCR

specialization stats for STORE_SUBSCR family

Kind	Count	Ratio
hit ⓘ Specialized instructions that complete.	60	75.0%

Success	Count	Ratio
Success	20	100.0%
Failure	0	0.0%

TO_BOOL

specialization stats for TO_BOOL family

Kind	Count	Ratio
deferred ⓘ Lists the number of "deferred" (i.e. not specialized) instructions executed.	4,411,860	2.8%
hit ⓘ Specialized instructions that complete.	152,742,000	97.2%

Success	Count	Ratio
Success	660	36.7%
Failure	1,140	63.3%

Failure kind	Count	Ratio
set	1,080	94.7%
sequence	60	5.3%

UNPACK_SEQUENCE

specialization stats for UNPACK_SEQUENCE family

Kind	Count	Ratio
hit ⓘ Specialized instructions that complete.	240	75.0%

Success	Count	Ratio
Success	80	100.0%
Failure	0	0.0%

Specialization effectiveness

specialization effectiveness

All entries are execution counts. Should add up to the total number of Tier 1 instructions executed.

Instructions	Count	Ratio
Basic ⓘ Instructions that are not and cannot be specialized, e.g. LOAD_FAST.	1,526,348,260	51.6%
Not specialized ⓘ Instructions that could be specialized but aren't, e.g. LOAD_ATTR, BINARY_SLICE.	27,072,755	0.9%
Specialized hits ⓘ Specialized instructions, e.g. LOAD_ATTR_MODULE that complete.	1,407,257,565	47.5%
Specialized misses ⓘ Specialized instructions, e.g. LOAD_ATTR_MODULE that deopt.	77,035	0.0%

Deferred by instruction

Breakdown of deferred (not specialized) instruction counts by family

Name	Count	Ratio
LOAD_ATTR	13,125,275	48.5%
SEND	6,718,440	24.8%
TO_BOOL	4,411,860	16.3%
COMPARE_OP	2,799,840	10.3%
BINARY_OP	480	0.0%
BINARY_SUBSCR	240	0.0%
FOR_ITER	180	0.0%
STORE_ATTR	180	0.0%
BINARY_SLICE	0	0.0%
STORE_SLICE	0	0.0%

Misses by instruction

Breakdown of misses (specialized deopts) instruction counts by family

Name	Count	Ratio
STORE_ATTR_SLOT	44,700	48.7%
LOAD_ATTR_SLOT	14,960	16.3%
RESUME	14,835	16.1%
RESUME_CHECK	14,835	16.1%
LOAD_ATTR_METHOD_NO_DICT	2,120	2.3%
CALL_METHOD_DESCRIPTOR_NOARGS	240	0.3%
CALL_METHOD_DESCRIPTOR_O	120	0.1%
LOAD_GLOBAL_BUILTIN	60	0.1%
CACHE	0	0.0%
CHECK_EXC_MATCH	0	0.0%

Call stats

Inlined calls and frame stats

This shows what fraction of calls to Python functions are inlined (i.e. not having a call at the C level) and for those that are not, where the call comes from. The various categories overlap.

Also includes the count of frame objects created.

	Count	Ratio
Calls to PyEval_EvalDefault	75,360,600	37.0%
Calls to Python functions inlined	128,221,620	63.0%
Calls via PyEval_EvalFrame (total)	75,360,600	37.0%
Calls via PyEval_EvalFrame (vector)	68,642,160	33.7%
Calls via PyEval_EvalFrame (generator)	6,718,440	3.3%
Calls via PyEval_EvalFrame (legacy)	0	0.0%
Calls via PyEval_EvalFrame (function vectorcall)	68,642,160	33.7%
Calls via PyEval_EvalFrame (build class)	0	0.0%
Calls via PyEval_EvalFrame (slot)	42,887,580	21.1%
Calls via PyEval_EvalFrame (function ex)	0	0.0%
Calls via PyEval_EvalFrame (api)	60	0.0%
Calls via PyEval_EvalFrame (method)	16,796,100	8.3%
Frame objects created	420	0.0%
Frames pushed	190,705,140	93.7%

Object stats

Allocations, frees and dict materializatons

Below, "allocations" means "allocations that are not from a freelist". Total allocations = "Allocations from freelist" + "Allocations".

"Inline values" is the number of values arrays inlined into objects.

The cache hit/miss numbers are for the MRO cache, split into dunder and other names.

	Count	Ratio
Allocations from freelist	76,793,222	41.2%
Frees to freelist	76,793,342
Allocations	109,822,820	58.8%
Allocations to 512 bytes	109,176,020	58.5%
Allocations to 4 kbytes	646,800	0.3%
Allocations over 4 kbytes	0	0.0%
Frees	109,822,904
Inline values	7,278,660
Interpreter mortal increfs	1,838,866,079	67.9%
Interpreter mortal decrefs	1,904,781,542	63.4%
Mortal increfs	426,104,582	15.7%
Mortal decrefs	516,819,786	17.2%
Interpreter immortal increfs	248,046,641	9.2%
Interpreter immortal decrefs	301,549,238	10.0%
Immortal increfs	196,440,644	7.3%
Immortal decrefs	282,633,300	9.4%
Materialize dict (on request)	0	0.0%
Materialize dict (new key)	0	0.0%
Materialize dict (too big)	0	0.0%
Materialize dict (str subclass)	0	0.0%
Method cache hits	42,619,333
Method cache misses	347
Method cache collisions	408
Method cache dunder hits	44,008,464
Method cache dunder misses	96

GC stats

GC collections and effectiveness

Collected/visits gives some measure of efficiency.

Generation	Collections	Objects collected	Object visits	Reachable from roots	Not reachable from roots
0	0	0	0	0	0
1	25,840	160	960,206,736	90,971,378	62,767,164
2	0	0	0	0	0

Optimization (Tier 2) stats

statistics about the Tier 2 optimizer

	Count	Ratio
Optimization attempts ⓘ The number of times a potential trace is identified. Specifically, this occurs in the JUMP BACKWARD instruction when the counter reaches a threshold.	4,080
Traces created ⓘ The number of traces that were successfully created.	360	8.8%
Trace stack overflow ⓘ A trace is truncated because it would require more than 5 stack frames.	0	0.0%
Trace stack underflow ⓘ A potential trace is abandoned because it pops more frames than it pushes.	720	17.6%
Trace too long ⓘ A trace is truncated because it is longer than the instruction buffer.	0	0.0%
Trace too short ⓘ A potential trace is abandoned because it it too short.	3,720	91.2%
Inner loop found ⓘ A trace is truncated because it has an inner loop	0	0.0%
Recursive call ⓘ A trace is truncated because it has a recursive call.	60	1.5%
Low confidence ⓘ A trace is abandoned because the likelihood of the jump to top being taken is too low.	0	0.0%
Executors invalidated ⓘ The number of executors that were invalidated due to watched dictionary changes.	0	0.0%
Traces executed ⓘ The number of traces that were executed	19,159,140
Uops executed ⓘ The total number of uops (micro-operations) that were executed	981,116,825	5,120.9%

	Count	Ratio
Optimizer attempts ⓘ The number of times the trace optimizer (_Py_uop_analyze_and_optimize) was run.	360
Optimizer successes ⓘ The number of traces that were successfully optimized.	360	100.0%
Optimizer no memory ⓘ The number of optimizations that failed due to no memory.	0	0.0%
Remove globals builtins changed ⓘ The builtins changed during optimization	0	0.0%
Remove globals incorrect keys ⓘ The keys in the globals dictionary aren't what was expected	0	0.0%

Trace length histogram

trace length histogram

Range	Count	Ratio
<= 1	0	0.0%
<= 2	0	0.0%
<= 4	0	0.0%
<= 8	0	0.0%
<= 16	0	0.0%
<= 32	60	16.7%
<= 64	180	50.0%
<= 128	120	33.3%

Optimized trace length histogram

optimized trace length histogram

Range	Count	Ratio
<= 1	0	0.0%
<= 2	0	0.0%
<= 4	0	0.0%
<= 8	0	0.0%
<= 16	0	0.0%
<= 32	180	50.0%
<= 64	180	50.0%

Trace run length histogram

trace run length histogram

Range	Count	Ratio
<= 1	0	0.0%
<= 2	0	0.0%
<= 4	0	0.0%
<= 8	0	0.0%
<= 16	0	0.0%
<= 32	35	0.0%

Uop execution stats

uop execution stats

Name	Count	Self	Cumulative	Miss ratio
_SET_IP	81,409,550	8.3%	8.3%
_LOAD_FAST_0	77,802,495	7.9%	16.2%
_CHECK_VALIDITY	65,583,530	6.7%	22.9%
_GUARD_TYPE_VERSION	64,586,365	6.6%	29.5%	4.3%
_LOAD_ATTR_SLOT_0	53,073,255	5.4%	34.9%
_CHECK_MANAGED_OBJECT_HAS_VALUES	37,290,720	3.8%	38.7%
_LOAD_ATTR_INSTANCE_VALUE_0	37,290,720	3.8%	42.5%
_CHECK_PERIODIC	36,841,020	3.8%	46.3%
_LOAD_FAST_3	33,480,420	3.4%	49.7%
_GUARD_IS_FALSE_POP	29,070,120	3.0%	52.6%	0.0%
_LOAD_ATTR_METHOD_NO_DICT	28,059,120	2.9%	55.5%
_TO_BOOL_BOOL	25,574,040	2.6%	58.1%
_MAKE_WARM	21,712,680	2.2%	60.3%
_STORE_FAST_3	20,919,000	2.1%	62.4%
_START_EXECUTOR	19,159,140	2.0%	64.4%
_EXIT_TRACE	18,858,325	1.9%	66.3%
_GUARD_NOT_EXHAUSTED_RANGE	15,990,480	1.6%	68.0%	3.3%
_ITER_CHECK_RANGE	15,990,480	1.6%	69.6%
_PUSH_FRAME	15,826,020	1.6%	71.2%
_CHECK_FUNCTION_EXACT_ARGS	15,525,240	1.6%	72.8%
_CHECK_FUNCTION_VERSION	15,525,240	1.6%	74.4%
_SAVE_RETURN_OFFSET	15,525,240	1.6%	75.9%
_ITER_NEXT_RANGE	15,470,160	1.6%	77.5%
_PUSH_NULL	15,183,445	1.5%	79.1%
_CHECK_STACK_SPACE_OPERAND	12,930,720	1.3%	80.4%
_CHECK_VALIDITY_AND_SET_IP	12,930,685	1.3%	81.7%
_CALL_METHOD_DESCRIPTOR_NOARGS	12,875,640	1.3%	83.0%
_STORE_FAST	12,875,640	1.3%	84.3%
_RESUME_CHECK	12,657,480	1.3%	85.6%	0.0%
_INIT_CALL_PY_EXACT_ARGS_0	12,629,940	1.3%	86.9%
_BUILD_LIST	12,629,905	1.3%	88.2%
_CALL_INTRINSIC_1	12,629,905	1.3%	89.5%
_LIST_EXTEND	12,629,905	1.3%	90.8%
_LOAD_ATTR	12,629,905	1.3%	92.1%
_GUARD_DORV_VALUES_INST_ATTR_FROM_DICT	5,216,580	0.5%	92.6%
_GUARD_KEYS_VERSION	5,216,580	0.5%	93.1%
_LOAD_ATTR_METHOD_WITH_VALUES	5,216,580	0.5%	93.7%
_LOAD_CONST_INLINE_BORROW	4,329,900	0.4%	94.1%
_LOAD_FAST_1	2,936,220	0.3%	94.4%
_TO_BOOL_LIST	2,867,820	0.3%	94.7%
_POP_TOP	2,854,320	0.3%	95.0%
_LOAD_FAST_2	2,622,060	0.3%	95.2%
_BINARY_OP_SUBTRACT_INT	2,594,520	0.3%	95.5%
_CHECK_STACK_SPACE	2,594,520	0.3%	95.8%
_GUARD_NOS_INT	2,594,520	0.3%	96.0%
_INIT_CALL_PY_EXACT_ARGS_1	2,594,520	0.3%	96.3%
_LOAD_SMALL_INT_1	2,594,520	0.3%	96.6%
_GUARD_IS_TRUE_POP	2,553,660	0.3%	96.8%	0.0%
_BINARY_SUBSCR_LIST_INT	2,553,600	0.3%	97.1%
_COMPARE_OP_FLOAT	2,553,600	0.3%	97.3%
_GUARD_BOTH_FLOAT	2,553,600	0.3%	97.6%
_LOAD_FAST_6	2,553,600	0.3%	97.9%
_LOAD_SMALL_INT_0	2,553,600	0.3%	98.1%
_CALL_BUILTIN_O	2,553,540	0.3%	98.4%
_CALL_METHOD_DESCRIPTOR_O	2,553,540	0.3%	98.6%
_CHECK_FUNCTION	2,553,540	0.3%	98.9%
_JUMP_TO_TOP	2,553,540	0.3%	99.2%
_LOAD_CONST_INLINE	2,553,540	0.3%	99.4%
_STORE_ATTR_SLOT	2,553,540	0.3%	99.7%
_GUARD_IS_NONE_POP	942,480	0.1%	99.8%
_TO_BOOL	628,320	0.1%	99.8%
_RETURN_GENERATOR	300,780	0.0%	99.9%
_GET_AWAITABLE	300,780	0.0%	99.9%
_DYNAMIC_EXIT	300,780	0.0%	99.9%
_SEND_GEN_FRAME	300,780	0.0%	100.0%
_INIT_CALL_PY_EXACT_ARGS_3	273,240	0.0%	100.0%
_INIT_CALL_PY_EXACT_ARGS_2	27,540	0.0%	100.0%
_DEOPT	35	0.0%	100.0%

Pair counts

Pair counts for top 100 Non-JIT uop pairs

Pairs of specialized operations that deoptimize and are then followed by the corresponding unspecialized instruction are not counted as pairs.

Pair	Count	Self	Cumulative
_CHECK_MANAGED_OBJECT_HAS_VALUES _LOAD_ATTR_INSTANCE_VALUE_0	37,290,720	3.8%	3.8%
_CHECK_PERIODIC _CHECK_VALIDITY	36,841,020	3.8%	7.6%
_LOAD_FAST_0 _LOAD_ATTR_SLOT_0	35,336,150	3.6%	11.2%
_TO_BOOL_BOOL _GUARD_IS_FALSE_POP	25,574,040	2.6%	13.8%
_LOAD_ATTR_METHOD_NO_DICT _SET_IP	25,505,580	2.6%	16.4%
_LOAD_ATTR_SLOT_0 _SET_IP	25,259,810	2.6%	18.9%
_LOAD_FAST_0 _GUARD_TYPE_VERSION	23,472,685	2.4%	21.3%
_LOAD_FAST_3 _GUARD_TYPE_VERSION	20,536,380	2.1%	23.4%
_START_EXECUTOR _MAKE_WARM	19,159,140	2.0%	25.4%
_LOAD_FAST_0 _CHECK_MANAGED_OBJECT_HAS_VALUES	18,993,660	1.9%	27.3%
_SET_IP _CHECK_PERIODIC	18,858,300	1.9%	29.2%
_MAKE_WARM _SET_IP	18,858,300	1.9%	31.2%
_GUARD_TYPE_VERSION _CHECK_MANAGED_OBJECT_HAS_VALUES	18,297,060	1.9%	33.0%
_CHECK_VALIDITY _STORE_FAST_3	17,982,780	1.8%	34.9%
_GUARD_TYPE_VERSION _LOAD_ATTR_METHOD_NO_DICT	17,982,780	1.8%	36.7%
_GUARD_TYPE_VERSION _LOAD_ATTR_SLOT_0	17,737,105	1.8%	38.5%
_CHECK_VALIDITY _ITER_CHECK_RANGE	15,990,480	1.6%	40.1%
_ITER_CHECK_RANGE _GUARD_NOT_EXHAUSTED_RANGE	15,990,480	1.6%	41.8%
_SET_IP _CHECK_FUNCTION_VERSION	15,525,240	1.6%	43.3%
_CHECK_FUNCTION_VERSION _CHECK_FUNCTION_EXACT_ARGS	15,525,240	1.6%	44.9%
_SAVE_RETURN_OFFSET _PUSH_FRAME	15,525,240	1.6%	46.5%
_GUARD_NOT_EXHAUSTED_RANGE _ITER_NEXT_RANGE	15,470,160	1.6%	48.1%
_STORE_FAST_3 _LOAD_FAST_3	15,429,240	1.6%	49.7%
_LOAD_ATTR_INSTANCE_VALUE_0 _GUARD_TYPE_VERSION	15,429,180	1.6%	51.2%
_PUSH_NULL _LOAD_FAST_0	15,183,445	1.5%	52.8%
_GUARD_IS_FALSE_POP _LOAD_FAST_0	13,258,260	1.4%	54.1%
_GUARD_IS_FALSE_POP _LOAD_FAST_3	12,944,100	1.3%	55.4%
_LOAD_ATTR_INSTANCE_VALUE_0 _TO_BOOL_BOOL	12,944,100	1.3%	56.8%
_CHECK_FUNCTION_EXACT_ARGS _CHECK_STACK_SPACE_OPERAND	12,930,720	1.3%	58.1%
_SET_IP _CALL_METHOD_DESCRIPTOR_NOARGS	12,875,640	1.3%	59.4%
_CALL_METHOD_DESCRIPTOR_NOARGS _CHECK_PERIODIC	12,875,640	1.3%	60.7%
_ITER_NEXT_RANGE _STORE_FAST	12,875,640	1.3%	62.0%
_STORE_FAST _LOAD_FAST_0	12,875,640	1.3%	63.3%
_CHECK_STACK_SPACE_OPERAND _INIT_CALL_PY_EXACT_ARGS_0	12,629,940	1.3%	64.6%
_INIT_CALL_PY_EXACT_ARGS_0 _SAVE_RETURN_OFFSET	12,629,940	1.3%	65.9%
_LOAD_ATTR_SLOT_0 _TO_BOOL_BOOL	12,629,940	1.3%	67.2%
_PUSH_FRAME _RESUME_CHECK	12,629,940	1.3%	68.5%
_BUILD_LIST _LOAD_FAST_0	12,629,905	1.3%	69.8%
_CALL_INTRINSIC_1 _CHECK_VALIDITY	12,629,905	1.3%	71.1%
_LIST_EXTEND _CHECK_VALIDITY_AND_SET_IP	12,629,905	1.3%	72.3%
_RESUME_CHECK _LOAD_FAST_0	12,629,905	1.3%	73.6%
_SET_IP _LIST_EXTEND	12,629,905	1.3%	74.9%
_SET_IP _LOAD_ATTR	12,629,905	1.3%	76.2%
_CHECK_VALIDITY _PUSH_NULL	12,629,905	1.3%	77.5%
_CHECK_VALIDITY _EXIT_TRACE	12,629,905	1.3%	78.8%
_CHECK_VALIDITY_AND_SET_IP _CALL_INTRINSIC_1	12,629,905	1.3%	80.1%
_LOAD_ATTR _CHECK_VALIDITY	12,629,905	1.3%	81.4%
_LOAD_ATTR_SLOT_0 _BUILD_LIST	12,629,905	1.3%	82.6%
_LOAD_FAST_3 _LOAD_ATTR_METHOD_NO_DICT	10,076,340	1.0%	83.7%
_GUARD_DORV_VALUES_INST_ATTR_FROM_DICT _GUARD_KEYS_VERSION	5,216,580	0.5%	84.2%
_GUARD_KEYS_VERSION _LOAD_ATTR_METHOD_WITH_VALUES	5,216,580	0.5%	84.7%
_GUARD_TYPE_VERSION _GUARD_DORV_VALUES_INST_ATTR_FROM_DICT	5,216,580	0.5%	85.3%
_LOAD_ATTR_INSTANCE_VALUE_0 _SET_IP	3,181,860	0.3%	85.6%
_CHECK_VALIDITY _LOAD_FAST_0	2,867,820	0.3%	85.9%
_LOAD_ATTR_INSTANCE_VALUE_0 _TO_BOOL_LIST	2,867,820	0.3%	86.2%
_GUARD_TYPE_VERSION _EXIT_TRACE	2,799,300	0.3%	86.5%
_LOAD_ATTR_METHOD_WITH_VALUES _LOAD_FAST_1	2,622,060	0.3%	86.7%
_BINARY_OP_SUBTRACT_INT _SET_IP	2,594,520	0.3%	87.0%
_CHECK_FUNCTION_EXACT_ARGS _CHECK_STACK_SPACE	2,594,520	0.3%	87.3%
_CHECK_STACK_SPACE _INIT_CALL_PY_EXACT_ARGS_1	2,594,520	0.3%	87.5%
_GUARD_NOS_INT _BINARY_OP_SUBTRACT_INT	2,594,520	0.3%	87.8%
_INIT_CALL_PY_EXACT_ARGS_1 _SAVE_RETURN_OFFSET	2,594,520	0.3%	88.0%
_ITER_NEXT_RANGE _STORE_FAST_3	2,594,520	0.3%	88.3%
_LOAD_ATTR_METHOD_WITH_VALUES _LOAD_FAST_0	2,594,520	0.3%	88.6%
_LOAD_FAST_1 _LOAD_SMALL_INT_1	2,594,520	0.3%	88.8%
_LOAD_FAST_2 _GUARD_TYPE_VERSION	2,594,520	0.3%	89.1%
_LOAD_SMALL_INT_1 _GUARD_NOS_INT	2,594,520	0.3%	89.4%
_PUSH_FRAME _EXIT_TRACE	2,594,520	0.3%	89.6%
_STORE_FAST_3 _LOAD_FAST_2	2,594,520	0.3%	89.9%
_TO_BOOL_LIST _GUARD_IS_TRUE_POP	2,553,660	0.3%	90.2%
_BINARY_SUBSCR_LIST_INT _CHECK_VALIDITY	2,553,600	0.3%	90.4%
_SET_IP _BINARY_SUBSCR_LIST_INT	2,553,600	0.3%	90.7%
_COMPARE_OP_FLOAT _GUARD_IS_FALSE_POP	2,553,600	0.3%	90.9%
_GUARD_BOTH_FLOAT _COMPARE_OP_FLOAT	2,553,600	0.3%	91.2%
_GUARD_IS_TRUE_POP _LOAD_FAST_0	2,553,600	0.3%	91.5%
_LOAD_ATTR_INSTANCE_VALUE_0 _LOAD_SMALL_INT_0	2,553,600	0.3%	91.7%
_LOAD_ATTR_SLOT_0 _LOAD_FAST_6	2,553,600	0.3%	92.0%
_LOAD_FAST_6 _GUARD_BOTH_FLOAT	2,553,600	0.3%	92.2%
_LOAD_SMALL_INT_0 _SET_IP	2,553,600	0.3%	92.5%
_MAKE_WARM _GUARD_TYPE_VERSION	2,553,600	0.3%	92.8%
_POP_TOP _JUMP_TO_TOP	2,553,540	0.3%	93.0%
_SET_IP _CALL_BUILTIN_O	2,553,540	0.3%	93.3%
_SET_IP _CALL_METHOD_DESCRIPTOR_O	2,553,540	0.3%	93.5%
_CALL_BUILTIN_O _CHECK_PERIODIC	2,553,540	0.3%	93.8%
_CALL_METHOD_DESCRIPTOR_O _CHECK_PERIODIC	2,553,540	0.3%	94.1%
_CHECK_FUNCTION _LOAD_CONST_INLINE	2,553,540	0.3%	94.3%
_CHECK_VALIDITY _POP_TOP	2,553,540	0.3%	94.6%
_GUARD_IS_FALSE_POP _CHECK_FUNCTION	2,553,540	0.3%	94.8%
_GUARD_TYPE_VERSION _STORE_ATTR_SLOT	2,553,540	0.3%	95.1%
_JUMP_TO_TOP _MAKE_WARM	2,553,540	0.3%	95.4%
_LOAD_ATTR_METHOD_NO_DICT _LOAD_FAST_3	2,553,540	0.3%	95.6%
_LOAD_CONST_INLINE _PUSH_NULL	2,553,540	0.3%	95.9%
_LOAD_CONST_INLINE_BORROW _LOAD_FAST_3	2,553,540	0.3%	96.1%
_LOAD_FAST_3 _SET_IP	2,553,540	0.3%	96.4%
_STORE_ATTR_SLOT _LOAD_FAST_0	2,553,540	0.3%	96.7%
_STORE_FAST_3 _LOAD_CONST_INLINE_BORROW	2,553,540	0.3%	96.9%
_SET_IP _TO_BOOL	628,320	0.1%	97.0%
_CHECK_VALIDITY _GUARD_IS_FALSE_POP	628,320	0.1%	97.1%
_GUARD_IS_NONE_POP _LOAD_FAST_0	628,320	0.1%	97.1%
_TO_BOOL _CHECK_VALIDITY	628,320	0.1%	97.2%

Unsupported opcodes

unsupported opcodes

Opcode	Count
CALL_FUNCTION_EX	3,120

Optimizer errored out with opcode

Optimization stopped after encountering this opcode

Rare events

Counts of rare/unlikely events

Event	Count
set class ⓘ Setting an object's class, obj.__class__ = ...	0
set bases ⓘ Setting the bases of a class, cls.__bases__ = ...	0
set eval frame func ⓘ Setting the PEP 523 frame eval function _PyInterpreterState_SetFrameEvalFunc()	0
builtin dict ⓘ Modifying the builtins, __builtins__.__dict__[var] = ...	0
func modification ⓘ Modifying a function, e.g. func.__defaults__ = ..., etc.	0
watched dict modification ⓘ A watched dict has been modified	0
watched globals modification ⓘ A watched globals() dict has been modified	0

Meta stats

Meta statistics

	Count
Number of data files	20

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Stats gathered on: 2025-01-12