bm-20240615-azure-x86_64-python-a19bb261a327e1008f21-3.13.0b2+-a19bb26-pystats-async_tree_io_tg.md

Pystats results

• benchmark: async_tree_io_tg
• fork: python
• ref: a19bb261a327e1008f219b62f6465941c981899b
• commit hash: a19bb26
• commit date: 2024-06-15T19:10:50+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	772,562,000	19.6%	19.6%
RESUME_CHECK	243,822,760	6.2%	25.8%	0.0%
POP_JUMP_IF_FALSE	210,231,880	5.3%	31.1%
LOAD_ATTR_SLOT	188,281,880	4.8%	35.9%	0.0%
TO_BOOL_BOOL	160,206,820	4.1%	40.0%
LOAD_ATTR_INSTANCE_VALUE	159,777,640	4.1%	44.0%
POP_TOP	150,056,080	3.8%	47.8%
LOAD_FAST_LOAD_FAST	149,303,000	3.8%	51.6%
RETURN_VALUE	143,784,060	3.6%	55.3%
LOAD_CONST	142,598,100	3.6%	58.9%
STORE_ATTR_SLOT	142,582,940	3.6%	62.5%	0.0%
INTERPRETER_EXIT	128,101,300	3.3%	65.8%
LOAD_GLOBAL_MODULE	120,643,580	3.1%	68.8%
RETURN_CONST	101,530,700	2.6%	71.4%
CALL_PY_EXACT_ARGS	87,353,000	2.2%	73.6%
STORE_FAST	86,624,000	2.2%	75.8%
LOAD_ATTR_METHOD_WITH_VALUES	85,109,080	2.2%	78.0%
LOAD_GLOBAL_BUILTIN	66,151,140	1.7%	79.7%	0.0%
PUSH_NULL	58,981,100	1.5%	81.2%
COMPARE_OP_FLOAT	57,184,020	1.5%	82.6%
CALL_ISINSTANCE	57,183,940	1.5%	84.1%
LOAD_ATTR_MODULE	54,498,400	1.4%	85.5%
CALL_NON_PY_GENERAL	47,032,280	1.2%	86.7%
TO_BOOL_NONE	42,550,040	1.1%	87.7%
POP_JUMP_IF_NOT_NONE	40,313,160	1.0%	88.8%
LOAD_ATTR_METHOD_NO_DICT	35,093,680	0.9%	89.6%	0.0%
CALL_METHOD_DESCRIPTOR_O	31,353,080	0.8%	90.4%	0.0%
LOAD_ATTR_METHOD_LAZY_DICT	26,873,640	0.7%	91.1%
SEND_GEN	24,634,500	0.6%	91.8%
ENTER_EXECUTOR	21,650,820	0.5%	92.3%
CALL_FUNCTION_EX	20,902,080	0.5%	92.8%
POP_JUMP_IF_TRUE	17,173,460	0.4%	93.3%
END_SEND	17,169,520	0.4%	93.7%
RETURN_GENERATOR	17,169,520	0.4%	94.1%
GET_AWAITABLE	17,169,520	0.4%	94.6%
JUMP_BACKWARD_NO_INTERRUPT	16,423,040	0.4%	95.0%
YIELD_VALUE	16,423,040	0.4%	95.4%
CALL_METHOD_DESCRIPTOR_NOARGS	13,439,700	0.3%	95.8%	0.0%
POP_JUMP_IF_NONE	13,437,680	0.3%	96.1%
CALL_KW	13,436,960	0.3%	96.4%
LOAD_ATTR	12,710,220	0.3%	96.8%
STORE_ATTR_INSTANCE_VALUE	11,946,640	0.3%	97.1%
CALL_PY_GENERAL	11,944,280	0.3%	97.4%
TO_BOOL	11,205,580	0.3%	97.6%
SEND	8,960,780	0.2%	97.9%
LOAD_DEREF	7,466,180	0.2%	98.1%
COPY_FREE_VARS	7,466,020	0.2%	98.3%
LOAD_SUPER_ATTR_METHOD	7,465,540	0.2%	98.4%
TO_BOOL_LIST	5,229,500	0.1%	98.6%
CALL	4,488,380	0.1%	98.7%
NOP	4,485,160	0.1%	98.8%
BUILD_LIST	4,483,880	0.1%	98.9%
JUMP_FORWARD	4,482,820	0.1%	99.0%
COMPARE_OP_INT	4,482,760	0.1%	99.1%
CALL_INTRINSIC_1	3,735,480	0.1%	99.2%
LIST_EXTEND	3,735,480	0.1%	99.3%
COMPARE_OP	3,734,400	0.1%	99.4%
BINARY_OP_ADD_FLOAT	3,734,280	0.1%	99.5%
CALL_BUILTIN_O	3,733,040	0.1%	99.6%
BUILD_MAP	3,732,880	0.1%	99.7%
CALL_BUILTIN_FAST	3,732,700	0.1%	99.8%
CALL_BUILTIN_CLASS	1,495,460	0.0%	99.8%
CALL_BOUND_METHOD_EXACT_ARGS	760,860	0.0%	99.9%	100.0%
GET_ITER	752,100	0.0%	99.9%
FOR_ITER_RANGE	748,920	0.0%	99.9%
BINARY_OP_SUBTRACT_INT	746,800	0.0%	99.9%
BEFORE_ASYNC_WITH	746,480	0.0%	99.9%
EXIT_INIT_CHECK	746,460	0.0%	100.0%
CALL_ALLOC_AND_ENTER_INIT	746,460	0.0%	100.0%
CALL_BUILTIN_FAST_WITH_KEYWORDS	746,460	0.0%	100.0%
CALL_LEN	5,140	0.0%	100.0%
LOAD_GLOBAL	4,460	0.0%	100.0%
STORE_ATTR	3,700	0.0%	100.0%
FOR_ITER_LIST	3,540	0.0%	100.0%
COPY	2,420	0.0%	100.0%
TO_BOOL_INT	2,040	0.0%	100.0%
RESUME	1,980	0.0%	100.0%	1,130.3%
CALL_METHOD_DESCRIPTOR_FAST_WITH_KEYWORDS	1,860	0.0%	100.0%
JUMP_BACKWARD	1,380	0.0%	100.0%
BINARY_OP	1,080	0.0%	100.0%
BINARY_SUBSCR_LIST_INT	660	0.0%	100.0%
BUILD_TUPLE	640	0.0%	100.0%
LOAD_SUPER_ATTR	460	0.0%	100.0%
FOR_ITER	440	0.0%	100.0%
IS_OP	400	0.0%	100.0%
SWAP	340	0.0%	100.0%
MAKE_FUNCTION	240	0.0%	100.0%
SET_FUNCTION_ATTRIBUTE	240	0.0%	100.0%
CALL_METHOD_DESCRIPTOR_FAST	200	0.0%	100.0%
CHECK_EXC_MATCH	180	0.0%	100.0%
POP_EXCEPT	180	0.0%	100.0%
PUSH_EXC_INFO	180	0.0%	100.0%
UNPACK_SEQUENCE_TWO_TUPLE	180	0.0%	100.0%
BINARY_SUBSCR	160	0.0%	100.0%
UNARY_INVERT	160	0.0%	100.0%
UNARY_NOT	160	0.0%	100.0%
STORE_FAST_STORE_FAST	160	0.0%	100.0%
BINARY_SUBSCR_DICT	140	0.0%	100.0%
LOAD_ATTR_CLASS	140	0.0%	100.0%
UNPACK_SEQUENCE	120	0.0%	100.0%
BINARY_OP_SUBTRACT_FLOAT	120	0.0%	100.0%
IMPORT_NAME	100	0.0%	100.0%
CONTAINS_OP	80	0.0%	100.0%
DICT_MERGE	80	0.0%	100.0%
MAKE_CELL	80	0.0%	100.0%
RAISE_VARARGS	80	0.0%	100.0%
RERAISE	80	0.0%	100.0%
BINARY_SUBSCR_GETITEM	80	0.0%	100.0%
STORE_SUBSCR	60	0.0%	100.0%
BINARY_OP_ADD_INT	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%
BEFORE_WITH	40	0.0%	100.0%
IMPORT_FROM	20	0.0%	100.0%
LOAD_FAST_CHECK	20	0.0%	100.0%
STORE_FAST_LOAD_FAST	20	0.0%	100.0%
STORE_GLOBAL	20	0.0%	100.0%
BINARY_SUBSCR_TUPLE_INT	20	0.0%	100.0%
COMPARE_OP_STR	20	0.0%	100.0%
FOR_ITER_TUPLE	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	188,279,560	4.8%	4.8%
LOAD_FAST LOAD_ATTR_INSTANCE_VALUE	155,296,320	3.9%	8.7%
TO_BOOL_BOOL POP_JUMP_IF_FALSE	147,515,840	3.7%	12.5%
POP_JUMP_IF_FALSE LOAD_FAST	143,783,740	3.6%	16.1%
RESUME_CHECK LOAD_FAST	139,600,360	3.5%	19.7%
CACHE RESUME_CHECK	118,396,380	3.0%	22.7%
RETURN_VALUE INTERPRETER_EXIT	83,310,940	2.1%	24.8%
LOAD_CONST LOAD_FAST	82,118,020	2.1%	26.9%
CALL_PY_EXACT_ARGS RESUME_CHECK	75,408,180	1.9%	28.8%
LOAD_FAST_LOAD_FAST STORE_ATTR_SLOT	72,410,040	1.8%	30.6%
LOAD_FAST STORE_ATTR_SLOT	70,171,440	1.8%	32.4%
RESUME_CHECK LOAD_GLOBAL_BUILTIN	60,918,560	1.5%	33.9%
LOAD_FAST LOAD_GLOBAL_MODULE	60,917,760	1.5%	35.5%
LOAD_ATTR_METHOD_WITH_VALUES CALL_PY_EXACT_ARGS	58,229,520	1.5%	37.0%
LOAD_GLOBAL_BUILTIN LOAD_FAST	57,191,680	1.5%	38.4%
LOAD_ATTR_SLOT LOAD_FAST	57,183,940	1.5%	39.9%
CALL_ISINSTANCE TO_BOOL_BOOL	57,183,860	1.5%	41.3%
LOAD_GLOBAL_MODULE CALL_ISINSTANCE	57,183,440	1.5%	42.8%
COMPARE_OP_FLOAT RETURN_VALUE	57,183,420	1.5%	44.2%
LOAD_ATTR_SLOT COMPARE_OP_FLOAT	57,183,400	1.5%	45.7%
STORE_FAST LOAD_FAST	56,752,320	1.4%	47.1%
LOAD_FAST LOAD_ATTR_METHOD_WITH_VALUES	55,245,880	1.4%	48.5%
LOAD_GLOBAL_MODULE LOAD_ATTR_MODULE	54,497,320	1.4%	49.9%
RETURN_CONST POP_TOP	53,754,120	1.4%	51.3%
LOAD_ATTR_INSTANCE_VALUE TO_BOOL_BOOL	53,750,880	1.4%	52.6%
POP_TOP LOAD_FAST	53,005,180	1.3%	54.0%
STORE_ATTR_SLOT LOAD_FAST_LOAD_FAST	51,508,260	1.3%	55.3%
LOAD_ATTR_MODULE PUSH_NULL	50,765,260	1.3%	56.6%
LOAD_FAST RETURN_VALUE	44,045,780	1.1%	57.7%
TO_BOOL_NONE POP_JUMP_IF_FALSE	42,550,040	1.1%	58.8%
STORE_ATTR_SLOT LOAD_CONST	41,803,980	1.1%	59.8%
RETURN_CONST INTERPRETER_EXIT	38,818,440	1.0%	60.8%
LOAD_ATTR_SLOT TO_BOOL_NONE	38,071,000	1.0%	61.8%
LOAD_FAST POP_JUMP_IF_NOT_NONE	33,594,400	0.9%	62.6%
CALL_NON_PY_GENERAL STORE_FAST	33,592,540	0.9%	63.5%
LOAD_ATTR_INSTANCE_VALUE LOAD_ATTR_METHOD_NO_DICT	31,357,220	0.8%	64.3%
CALL_METHOD_DESCRIPTOR_O POP_TOP	31,353,060	0.8%	65.1%
LOAD_ATTR_INSTANCE_VALUE RETURN_VALUE	29,860,260	0.8%	65.8%
POP_TOP RETURN_CONST	28,367,960	0.7%	66.6%
LOAD_ATTR_METHOD_NO_DICT LOAD_FAST	26,874,160	0.7%	67.2%
LOAD_FAST CALL_METHOD_DESCRIPTOR_O	26,873,880	0.7%	67.9%
POP_JUMP_IF_FALSE RETURN_CONST	26,127,900	0.7%	68.6%
RETURN_VALUE STORE_FAST	25,383,280	0.6%	69.2%
RESUME_CHECK LOAD_GLOBAL_MODULE	25,383,180	0.6%	69.9%
LOAD_FAST_LOAD_FAST LOAD_FAST_LOAD_FAST	25,381,200	0.6%	70.5%
LOAD_FAST LOAD_ATTR_METHOD_LAZY_DICT	25,380,480	0.6%	71.2%
STORE_ATTR_SLOT LOAD_FAST	24,635,020	0.6%	71.8%
STORE_ATTR_SLOT RETURN_CONST	24,634,560	0.6%	72.4%
LOAD_ATTR_SLOT LOAD_ATTR_METHOD_WITH_VALUES	24,634,360	0.6%	73.0%
POP_TOP LOAD_CONST	22,398,620	0.6%	73.6%
PUSH_NULL LOAD_FAST_LOAD_FAST	21,648,560	0.5%	74.2%
POP_TOP ENTER_EXECUTOR	21,647,560	0.5%	74.7%
POP_JUMP_IF_FALSE LOAD_CONST	20,905,680	0.5%	75.2%
RETURN_VALUE TO_BOOL_BOOL	20,902,400	0.5%	75.8%
LOAD_CONST STORE_FAST	17,924,120	0.5%	76.2%
LOAD_ATTR_METHOD_WITH_VALUES LOAD_FAST_LOAD_FAST	17,915,720	0.5%	76.7%
LOAD_FAST CALL_PY_EXACT_ARGS	17,173,880	0.4%	77.1%
STORE_FAST RETURN_CONST	17,170,680	0.4%	77.6%
LOAD_FAST_LOAD_FAST LOAD_FAST	17,169,840	0.4%	78.0%
CALL_FUNCTION_EX POP_TOP	17,169,520	0.4%	78.4%
GET_AWAITABLE LOAD_CONST	17,169,520	0.4%	78.9%
POP_TOP RESUME_CHECK	17,169,360	0.4%	79.3%
ENTER_EXECUTOR CALL_FUNCTION_EX	17,166,340	0.4%	79.7%
PUSH_NULL LOAD_FAST	16,427,080	0.4%	80.2%
PUSH_NULL CALL_NON_PY_GENERAL	16,425,160	0.4%	80.6%
RESUME_CHECK JUMP_BACKWARD_NO_INTERRUPT	16,422,880	0.4%	81.0%
POP_JUMP_IF_FALSE LOAD_GLOBAL_MODULE	15,676,840	0.4%	81.4%
LOAD_FAST LOAD_CONST	13,439,500	0.3%	81.7%
POP_JUMP_IF_TRUE LOAD_FAST	13,437,220	0.3%	82.1%
LOAD_CONST CALL_KW	13,436,960	0.3%	82.4%
LOAD_FAST_LOAD_FAST CALL_NON_PY_GENERAL	13,436,880	0.3%	82.7%
POP_JUMP_IF_NOT_NONE LOAD_FAST_LOAD_FAST	13,436,880	0.3%	83.1%
LOAD_ATTR_METHOD_LAZY_DICT CALL_METHOD_DESCRIPTOR_NOARGS	13,436,680	0.3%	83.4%
CALL_METHOD_DESCRIPTOR_NOARGS TO_BOOL_BOOL	13,436,640	0.3%	83.8%
LOAD_FAST LOAD_ATTR	12,698,660	0.3%	84.1%
POP_JUMP_IF_NOT_NONE LOAD_FAST	12,692,260	0.3%	84.4%
TO_BOOL_BOOL POP_JUMP_IF_TRUE	12,690,920	0.3%	84.7%
END_SEND POP_TOP	12,690,560	0.3%	85.1%
SEND_GEN POP_TOP	12,690,420	0.3%	85.4%
POP_JUMP_IF_NONE LOAD_FAST	12,690,400	0.3%	85.7%
LOAD_CONST SEND_GEN	12,690,320	0.3%	86.0%
LOAD_FAST STORE_ATTR_INSTANCE_VALUE	11,945,020	0.3%	86.3%
YIELD_VALUE YIELD_VALUE	11,944,080	0.3%	86.6%
JUMP_BACKWARD_NO_INTERRUPT SEND_GEN	11,944,040	0.3%	86.9%
SEND_GEN RESUME_CHECK	11,943,980	0.3%	87.2%
LOAD_ATTR_INSTANCE_VALUE TO_BOOL	11,199,280	0.3%	87.5%
LOAD_ATTR_SLOT TO_BOOL_BOOL	11,199,200	0.3%	87.8%
RETURN_GENERATOR GET_AWAITABLE	11,197,600	0.3%	88.1%
LOAD_ATTR_METHOD_WITH_VALUES LOAD_FAST	8,962,820	0.2%	88.3%
POP_JUMP_IF_NOT_NONE LOAD_GLOBAL_MODULE	8,958,240	0.2%	88.5%
CALL_NON_PY_GENERAL POP_TOP	8,958,100	0.2%	88.8%
LOAD_FAST_LOAD_FAST LOAD_CONST	8,957,920	0.2%	89.0%
LOAD_FAST POP_JUMP_IF_NONE	8,211,840	0.2%	89.2%
CALL_PY_GENERAL RESUME_CHECK	8,211,820	0.2%	89.4%
CALL_PY_EXACT_ARGS RETURN_GENERATOR	8,211,720	0.2%	89.6%
RETURN_CONST END_SEND	8,211,600	0.2%	89.8%
LOAD_ATTR_METHOD_LAZY_DICT LOAD_FAST	8,211,320	0.2%	90.0%
LOAD_DEREF LOAD_FAST	7,465,780	0.2%	90.2%
COPY_FREE_VARS RESUME_CHECK	7,465,620	0.2%	90.4%
LOAD_GLOBAL_BUILTIN LOAD_DEREF	7,465,540	0.2%	90.6%

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	118,396,380	92.4%
POP_TOP	4,478,960	3.5%
COPY_FREE_VARS	3,732,660	2.9%
RETURN_GENERATOR	1,492,960	1.2%
RESUME	340	0.0%

BEFORE_ASYNC_WITH

Successors and predecessors for BEFORE_ASYNC_WITH

Predecessors	Count	Percentage
RETURN_VALUE	746,460	100.0%
CALL	20	0.0%

Successors	Count	Percentage
GET_AWAITABLE	746,480	100.0%

BEFORE_WITH

Successors and predecessors for BEFORE_WITH

Predecessors	Count	Percentage
LOAD_GLOBAL	40	100.0%

Successors	Count	Percentage
POP_TOP	40	100.0%

BINARY_SUBSCR

Successors and predecessors for BINARY_SUBSCR

Predecessors	Count	Percentage
LOAD_CONST	120	75.0%
LOAD_FAST	40	25.0%

Successors	Count	Percentage
BINARY_SUBSCR_LIST_INT	60	37.5%
LOAD_ATTR	40	25.0%
PUSH_EXC_INFO	20	12.5%
STORE_FAST	20	12.5%
BINARY_SUBSCR_DICT	20	12.5%

CHECK_EXC_MATCH

Successors and predecessors for CHECK_EXC_MATCH

Predecessors	Count	Percentage
LOAD_GLOBAL_BUILTIN	160	88.9%
LOAD_GLOBAL	20	11.1%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	180	100.0%

END_SEND

Successors and predecessors for END_SEND

Predecessors	Count	Percentage
RETURN_CONST	8,211,600	47.8%
RETURN_VALUE	4,478,960	26.1%
SEND	4,478,960	26.1%

Successors	Count	Percentage
POP_TOP	12,690,560	73.9%
LOAD_FAST	3,732,480	21.7%
STORE_FAST	746,480	4.3%

EXIT_INIT_CHECK

Successors and predecessors for EXIT_INIT_CHECK

Predecessors	Count	Percentage
RETURN_CONST	746,460	100.0%

Successors	Count	Percentage
RETURN_VALUE	746,460	100.0%

GET_ITER

Successors and predecessors for GET_ITER

Predecessors	Count	Percentage
CALL_BUILTIN_CLASS	748,340	99.5%
LOAD_FAST	3,540	0.5%
CALL_METHOD_DESCRIPTOR_NOARGS	160	0.0%
CALL	60	0.0%

Successors	Count	Percentage
FOR_ITER_RANGE	748,280	99.5%
FOR_ITER_LIST	3,480	0.5%
FOR_ITER	320	0.0%
FOR_ITER_TUPLE	20	0.0%

INTERPRETER_EXIT

Successors and predecessors for INTERPRETER_EXIT

Predecessors	Count	Percentage
RETURN_VALUE	83,310,940	65.0%
RETURN_CONST	38,818,440	30.3%
YIELD_VALUE	4,478,960	3.5%
RETURN_GENERATOR	1,492,960	1.2%

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
STORE_FAST	3,734,320	83.3%
STORE_ATTR_INSTANCE_VALUE	746,460	16.6%
RESUME_CHECK	3,620	0.1%
POP_TOP	400	0.0%
POP_JUMP_IF_NOT_NONE	160	0.0%

Successors	Count	Percentage
LOAD_FAST	4,484,600	100.0%
LOAD_GLOBAL_MODULE	320	0.0%
LOAD_DEREF	80	0.0%
LOAD_FAST_LOAD_FAST	80	0.0%
LOAD_GLOBAL	80	0.0%

POP_EXCEPT

Successors and predecessors for POP_EXCEPT

Predecessors	Count	Percentage
SWAP	100	55.6%
COPY	80	44.4%

Successors	Count	Percentage
RETURN_VALUE	100	55.6%
RERAISE	80	44.4%

POP_TOP

Successors and predecessors for POP_TOP

Predecessors	Count	Percentage
RETURN_CONST	53,754,120	35.8%
CALL_METHOD_DESCRIPTOR_O	31,353,060	20.9%
CALL_FUNCTION_EX	17,169,520	11.4%
END_SEND	12,690,560	8.5%
SEND_GEN	12,690,420	8.5%

Successors	Count	Percentage
LOAD_FAST	53,005,180	35.3%
RETURN_CONST	28,367,960	18.9%
LOAD_CONST	22,398,620	14.9%
ENTER_EXECUTOR	21,647,560	14.4%
RESUME_CHECK	17,169,360	11.4%

PUSH_EXC_INFO

Successors and predecessors for PUSH_EXC_INFO

Predecessors	Count	Percentage
RERAISE	80	44.4%
BINARY_SUBSCR_DICT	80	44.4%
BINARY_SUBSCR	20	11.1%

Successors	Count	Percentage
LOAD_GLOBAL_BUILTIN	160	88.9%
LOAD_GLOBAL	20	11.1%

PUSH_NULL

Successors and predecessors for PUSH_NULL

Predecessors	Count	Percentage
LOAD_ATTR_MODULE	50,765,260	86.1%
LOAD_FAST	4,479,380	7.6%
LOAD_ATTR	3,736,380	6.3%
LOAD_DEREF	80	0.0%

Successors	Count	Percentage
LOAD_FAST_LOAD_FAST	21,648,560	36.7%
LOAD_FAST	16,427,080	27.9%
CALL_NON_PY_GENERAL	16,425,160	27.8%
LOAD_GLOBAL_MODULE	3,732,440	6.3%
CALL_ALLOC_AND_ENTER_INIT	746,440	1.3%

RETURN_GENERATOR

Successors and predecessors for RETURN_GENERATOR

Predecessors	Count	Percentage
CALL_PY_EXACT_ARGS	8,211,720	47.8%
CALL_PY_GENERAL	3,732,460	21.7%
ENTER_EXECUTOR	3,732,100	21.7%
CACHE	1,492,960	8.7%
CALL	120	0.0%

Successors	Count	Percentage
GET_AWAITABLE	11,197,600	65.2%
CALL_PY_GENERAL	4,478,840	26.1%
INTERPRETER_EXIT	1,492,960	8.7%
CALL	80	0.0%
CALL_PY_EXACT_ARGS	40	0.0%

RETURN_VALUE

Successors and predecessors for RETURN_VALUE

Predecessors	Count	Percentage
COMPARE_OP_FLOAT	57,183,420	39.8%
LOAD_FAST	44,045,780	30.6%
LOAD_ATTR_INSTANCE_VALUE	29,860,260	20.8%
CALL_KW	4,478,960	3.1%
CALL_NON_PY_GENERAL	3,734,500	2.6%

Successors	Count	Percentage
INTERPRETER_EXIT	83,310,940	57.9%
STORE_FAST	25,383,280	17.7%
TO_BOOL_BOOL	20,902,400	14.5%
LOAD_FAST	4,480,800	3.1%
POP_TOP	4,479,120	3.1%

STORE_SUBSCR

Successors and predecessors for STORE_SUBSCR

Predecessors	Count	Percentage
LOAD_ATTR	40	66.7%
LOAD_FAST	20	33.3%

Successors	Count	Percentage
LOAD_CONST	20	33.3%
LOAD_FAST	20	33.3%
STORE_SUBSCR_DICT	20	33.3%

TO_BOOL

Successors and predecessors for TO_BOOL

Predecessors	Count	Percentage
LOAD_ATTR_INSTANCE_VALUE	11,199,280	99.9%
TO_BOOL	3,800	0.0%
LOAD_ATTR	800	0.0%
RETURN_VALUE	480	0.0%
CALL	260	0.0%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	6,719,520	60.0%
POP_JUMP_IF_TRUE	4,480,820	40.0%
TO_BOOL	3,800	0.0%
TO_BOOL_BOOL	1,000	0.0%
TO_BOOL_INT	160	0.0%

UNARY_INVERT

Successors and predecessors for UNARY_INVERT

Predecessors	Count	Percentage
BINARY_OP	80	50.0%
LOAD_ATTR_MODULE	60	37.5%
LOAD_ATTR	20	12.5%

Successors	Count	Percentage
BINARY_OP	160	100.0%

UNARY_NOT

Successors and predecessors for UNARY_NOT

Predecessors	Count	Percentage
TO_BOOL_BOOL	60	37.5%
TO_BOOL_INT	60	37.5%
TO_BOOL	40	25.0%

Successors	Count	Percentage
COPY	80	50.0%
STORE_FAST	80	50.0%

BINARY_OP

Successors and predecessors for BINARY_OP

Predecessors	Count	Percentage
LOAD_FAST	240	22.2%
LOAD_GLOBAL_MODULE	180	16.7%
UNARY_INVERT	160	14.8%
BINARY_OP	160	14.8%
LOAD_CONST	120	11.1%

Successors	Count	Percentage
STORE_FAST	220	20.4%
BINARY_OP	160	14.8%
COPY	160	14.8%
LOAD_GLOBAL_MODULE	120	11.1%
UNARY_INVERT	80	7.4%

BUILD_LIST

Successors and predecessors for BUILD_LIST

Predecessors	Count	Percentage
LOAD_FAST	3,732,480	83.2%
STORE_ATTR_INSTANCE_VALUE	746,680	16.7%
LOAD_ATTR_SLOT	2,980	0.1%
STORE_FAST	1,680	0.0%
STORE_ATTR	40	0.0%

Successors	Count	Percentage
LOAD_FAST	4,482,200	100.0%
STORE_FAST	1,680	0.0%

BUILD_MAP

Successors and predecessors for BUILD_MAP

Predecessors	Count	Percentage
LOAD_FAST	3,732,480	100.0%
STORE_ATTR_INSTANCE_VALUE	140	0.0%
POP_TOP	80	0.0%
BUILD_TUPLE	80	0.0%
RESUME_CHECK	60	0.0%

Successors	Count	Percentage
CALL_FUNCTION_EX	3,732,480	100.0%
LOAD_FAST	400	0.0%

BUILD_TUPLE

Successors and predecessors for BUILD_TUPLE

Predecessors	Count	Percentage
LOAD_FAST	240	37.5%
CALL	80	12.5%
LOAD_CONST	80	12.5%
LOAD_FAST_LOAD_FAST	80	12.5%
LOAD_GLOBAL_MODULE	80	12.5%

Successors	Count	Percentage
LOAD_CONST	240	37.5%
CALL	120	18.8%
RETURN_VALUE	80	12.5%
BUILD_MAP	80	12.5%
CALL_ISINSTANCE	40	6.2%

CALL

Successors and predecessors for CALL

Predecessors	Count	Percentage
LOAD_ATTR_INSTANCE_VALUE	4,479,120	99.8%
LOAD_FAST	1,880	0.0%
LOAD_ATTR	1,700	0.0%
CALL	1,460	0.0%
PUSH_NULL	980	0.0%

Successors	Count	Percentage
CALL_METHOD_DESCRIPTOR_O	4,479,100	99.8%
CALL_PY_EXACT_ARGS	1,640	0.0%
CALL	1,460	0.0%
RESUME	1,100	0.0%
CALL_NON_PY_GENERAL	680	0.0%

CALL_FUNCTION_EX

Successors and predecessors for CALL_FUNCTION_EX

Predecessors	Count	Percentage
ENTER_EXECUTOR	17,166,340	82.1%
BUILD_MAP	3,732,480	17.9%
CALL_INTRINSIC_1	3,000	0.0%
DICT_MERGE	80	0.0%
LOAD_FAST	80	0.0%

Successors	Count	Percentage
POP_TOP	17,169,520	82.1%
STORE_FAST	3,732,480	17.9%
COPY_FREE_VARS	80	0.0%

CALL_INTRINSIC_1

Successors and predecessors for CALL_INTRINSIC_1

Predecessors	Count	Percentage
LIST_EXTEND	3,735,480	100.0%

Successors	Count	Percentage
LOAD_CONST	3,732,480	99.9%
CALL_FUNCTION_EX	3,000	0.1%

CALL_KW

Successors and predecessors for CALL_KW

Predecessors	Count	Percentage
LOAD_CONST	13,436,960	100.0%

Successors	Count	Percentage
RETURN_VALUE	4,478,960	33.3%
STORE_FAST	4,478,960	33.3%
RESUME_CHECK	4,478,940	33.3%
POP_TOP	80	0.0%
RESUME	20	0.0%

COMPARE_OP

Successors and predecessors for COMPARE_OP

Predecessors	Count	Percentage
LOAD_CONST	3,732,780	100.0%
COMPARE_OP	1,180	0.0%
CALL_BUILTIN_CLASS	140	0.0%
LOAD_GLOBAL_MODULE	100	0.0%
LOAD_FAST	60	0.0%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	3,733,000	100.0%
COMPARE_OP	1,180	0.0%
COMPARE_OP_INT	120	0.0%
COMPARE_OP_FLOAT	60	0.0%
RETURN_VALUE	20	0.0%

CONTAINS_OP

Successors and predecessors for CONTAINS_OP

Predecessors	Count	Percentage
LOAD_ATTR	20	25.0%
LOAD_GLOBAL	20	25.0%
LOAD_ATTR_INSTANCE_VALUE	20	25.0%
LOAD_GLOBAL_MODULE	20	25.0%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	40	50.0%
CONTAINS_OP_DICT	20	25.0%
CONTAINS_OP_SET	20	25.0%

COPY

Successors and predecessors for COPY

Predecessors	Count	Percentage
CALL_LEN	1,660	68.6%
BINARY_OP	160	6.6%
LOAD_FAST	160	6.6%
CALL_BUILTIN_FAST	140	5.8%
UNARY_NOT	80	3.3%

Successors	Count	Percentage
TO_BOOL_INT	1,720	71.1%
TO_BOOL	240	9.9%
TO_BOOL_BOOL	200	8.3%
POP_EXCEPT	80	3.3%
LOAD_ATTR	80	3.3%

COPY_FREE_VARS

Successors and predecessors for COPY_FREE_VARS

Predecessors	Count	Percentage
CALL_PY_EXACT_ARGS	3,733,100	50.0%
CACHE	3,732,660	50.0%
CALL	180	0.0%
CALL_FUNCTION_EX	80	0.0%

Successors	Count	Percentage
RESUME_CHECK	7,465,620	100.0%
RESUME	240	0.0%
RETURN_GENERATOR	80	0.0%
MAKE_CELL	80	0.0%

DICT_MERGE

Successors and predecessors for DICT_MERGE

Predecessors	Count	Percentage
LOAD_FAST	80	100.0%

Successors	Count	Percentage
CALL_FUNCTION_EX	80	100.0%

ENTER_EXECUTOR

Successors and predecessors for ENTER_EXECUTOR

Predecessors	Count	Percentage
POP_TOP	21,647,560	100.0%
LOAD_FAST	1,680	0.0%
POP_JUMP_IF_FALSE	1,580	0.0%

Successors	Count	Percentage
CALL_FUNCTION_EX	17,166,340	79.3%
RETURN_GENERATOR	3,732,100	17.2%
POP_TOP	747,900	3.5%
LOAD_ATTR_METHOD_NO_DICT	1,280	0.0%
LOAD_ATTR_SLOT	1,280	0.0%

FOR_ITER

Successors and predecessors for FOR_ITER

Predecessors	Count	Percentage
GET_ITER	320	72.7%
FOR_ITER	80	18.2%
JUMP_BACKWARD	40	9.1%

Successors	Count	Percentage
RETURN_CONST	120	27.3%
LOAD_FAST	100	22.7%
FOR_ITER	80	18.2%
FOR_ITER_LIST	60	13.6%
STORE_FAST	40	9.1%

GET_AWAITABLE

Successors and predecessors for GET_AWAITABLE

Predecessors	Count	Percentage
RETURN_GENERATOR	11,197,600	65.2%
LOAD_FAST	3,732,480	21.7%
BEFORE_ASYNC_WITH	746,480	4.3%
CALL_BOUND_METHOD_EXACT_ARGS	746,460	4.3%
LOAD_ATTR_INSTANCE_VALUE	746,460	4.3%

Successors	Count	Percentage
LOAD_CONST	17,169,520	100.0%

IMPORT_FROM

Successors and predecessors for IMPORT_FROM

Predecessors	Count	Percentage
IMPORT_NAME	20	100.0%

Successors	Count	Percentage
STORE_FAST	20	100.0%

IMPORT_NAME

Successors and predecessors for IMPORT_NAME

Predecessors	Count	Percentage
LOAD_CONST	100	100.0%

Successors	Count	Percentage
STORE_FAST	80	80.0%
IMPORT_FROM	20	20.0%

IS_OP

Successors and predecessors for IS_OP

Predecessors	Count	Percentage
LOAD_CONST	400	100.0%

Successors	Count	Percentage
RETURN_VALUE	400	100.0%

JUMP_BACKWARD

Successors and predecessors for JUMP_BACKWARD

Predecessors	Count	Percentage
POP_JUMP_IF_FALSE	700	50.7%
POP_TOP	680	49.3%

Successors	Count	Percentage
LOAD_FAST	660	47.8%
FOR_ITER_RANGE	600	43.5%
FOR_ITER	40	2.9%
RETURN_GENERATOR	20	1.4%
CALL_FUNCTION_EX	20	1.4%

JUMP_BACKWARD_NO_INTERRUPT

Successors and predecessors for JUMP_BACKWARD_NO_INTERRUPT

Predecessors	Count	Percentage
RESUME_CHECK	16,422,880	100.0%
RESUME	160	0.0%

Successors	Count	Percentage
SEND_GEN	11,944,040	72.7%
SEND	4,479,000	27.3%

JUMP_FORWARD

Successors and predecessors for JUMP_FORWARD

Predecessors	Count	Percentage
STORE_FAST	4,482,560	100.0%
POP_TOP	100	0.0%
POP_JUMP_IF_FALSE	80	0.0%
ENTER_EXECUTOR	60	0.0%
JUMP_BACKWARD	20	0.0%

Successors	Count	Percentage
LOAD_FAST	4,481,040	100.0%
LOAD_GLOBAL_BUILTIN	1,720	0.0%
LOAD_GLOBAL	40	0.0%
LOAD_FAST_CHECK	20	0.0%

LIST_EXTEND

Successors and predecessors for LIST_EXTEND

Predecessors	Count	Percentage
LOAD_FAST	3,732,480	99.9%
LOAD_ATTR_SLOT	2,980	0.1%
LOAD_ATTR	20	0.0%

Successors	Count	Percentage
CALL_INTRINSIC_1	3,735,480	100.0%

LOAD_ATTR

Successors and predecessors for LOAD_ATTR

Predecessors	Count	Percentage
LOAD_FAST	12,698,660	99.9%
LOAD_ATTR	5,020	0.0%
LOAD_ATTR_SLOT	3,100	0.0%
LOAD_GLOBAL_MODULE	960	0.0%
LOAD_GLOBAL	940	0.0%

Successors	Count	Percentage
TO_BOOL_NONE	4,478,920	35.2%
CALL_NON_PY_GENERAL	4,478,880	35.2%
PUSH_NULL	3,736,380	29.4%
LOAD_ATTR	5,020	0.0%
LOAD_ATTR_INSTANCE_VALUE	2,000	0.0%

LOAD_CONST

Successors and predecessors for LOAD_CONST

Predecessors	Count	Percentage
STORE_ATTR_SLOT	41,803,980	29.3%
POP_TOP	22,398,620	15.7%
POP_JUMP_IF_FALSE	20,905,680	14.7%
GET_AWAITABLE	17,169,520	12.0%
LOAD_FAST	13,439,500	9.4%

Successors	Count	Percentage
LOAD_FAST	82,118,020	57.6%
STORE_FAST	17,924,120	12.6%
CALL_KW	13,436,960	9.4%
SEND_GEN	12,690,320	8.9%
COMPARE_OP_INT	4,481,000	3.1%

LOAD_DEREF

Successors and predecessors for LOAD_DEREF

Predecessors	Count	Percentage
LOAD_GLOBAL_BUILTIN	7,465,540	100.0%
LOAD_GLOBAL	240	0.0%
STORE_FAST	160	0.0%
NOP	80	0.0%
LOAD_ATTR_METHOD_NO_DICT	80	0.0%

Successors	Count	Percentage
LOAD_FAST	7,465,780	100.0%
LOAD_CONST	160	0.0%
PUSH_NULL	80	0.0%
POP_JUMP_IF_NOT_NONE	80	0.0%
STORE_FAST	80	0.0%

LOAD_FAST

Successors and predecessors for LOAD_FAST

Predecessors	Count	Percentage
POP_JUMP_IF_FALSE	143,783,740	18.6%
RESUME_CHECK	139,600,360	18.1%
LOAD_CONST	82,118,020	10.6%
LOAD_GLOBAL_BUILTIN	57,191,680	7.4%
LOAD_ATTR_SLOT	57,183,940	7.4%

Successors	Count	Percentage
LOAD_ATTR_SLOT	188,279,560	24.4%
LOAD_ATTR_INSTANCE_VALUE	155,296,320	20.1%
STORE_ATTR_SLOT	70,171,440	9.1%
LOAD_GLOBAL_MODULE	60,917,760	7.9%
LOAD_ATTR_METHOD_WITH_VALUES	55,245,880	7.2%

LOAD_FAST_CHECK

Successors and predecessors for LOAD_FAST_CHECK

Predecessors	Count	Percentage
JUMP_FORWARD	20	100.0%

Successors	Count	Percentage
SWAP	20	100.0%

LOAD_FAST_LOAD_FAST

Successors and predecessors for LOAD_FAST_LOAD_FAST

Predecessors	Count	Percentage
STORE_ATTR_SLOT	51,508,260	34.5%
LOAD_FAST_LOAD_FAST	25,381,200	17.0%
PUSH_NULL	21,648,560	14.5%
LOAD_ATTR_METHOD_WITH_VALUES	17,915,720	12.0%
POP_JUMP_IF_NOT_NONE	13,436,880	9.0%

Successors	Count	Percentage
STORE_ATTR_SLOT	72,410,040	48.5%
LOAD_FAST_LOAD_FAST	25,381,200	17.0%
LOAD_FAST	17,169,840	11.5%
CALL_NON_PY_GENERAL	13,436,880	9.0%
LOAD_CONST	8,957,920	6.0%

LOAD_GLOBAL

Successors and predecessors for LOAD_GLOBAL

Predecessors	Count	Percentage
RESUME	560	12.6%
RESUME_CHECK	540	12.1%
POP_TOP	500	11.2%
LOAD_FAST	500	11.2%
POP_JUMP_IF_FALSE	460	10.3%

Successors	Count	Percentage
LOAD_GLOBAL_MODULE	1,500	33.6%
LOAD_ATTR	940	21.1%
LOAD_GLOBAL_BUILTIN	660	14.8%
LOAD_FAST	340	7.6%
CALL	300	6.7%

LOAD_SUPER_ATTR

Successors and predecessors for LOAD_SUPER_ATTR

Predecessors	Count	Percentage
LOAD_FAST	460	100.0%

Successors	Count	Percentage
LOAD_SUPER_ATTR_METHOD	220	47.8%
CALL	140	30.4%
LOAD_FAST	60	13.0%
LOAD_FAST_LOAD_FAST	40	8.7%

MAKE_CELL

Successors and predecessors for MAKE_CELL

Predecessors	Count	Percentage
COPY_FREE_VARS	80	100.0%

Successors	Count	Percentage
RESUME_CHECK	60	75.0%
RESUME	20	25.0%

POP_JUMP_IF_FALSE

Successors and predecessors for POP_JUMP_IF_FALSE

Predecessors	Count	Percentage
TO_BOOL_BOOL	147,515,840	70.2%
TO_BOOL_NONE	42,550,040	20.2%
TO_BOOL	6,719,520	3.2%
TO_BOOL_LIST	5,229,500	2.5%
COMPARE_OP_INT	4,482,760	2.1%

Successors	Count	Percentage
LOAD_FAST	143,783,740	68.4%
RETURN_CONST	26,127,900	12.4%
LOAD_CONST	20,905,680	9.9%
LOAD_GLOBAL_MODULE	15,676,840	7.5%
LOAD_FAST_LOAD_FAST	3,732,580	1.8%

POP_JUMP_IF_NONE

Successors and predecessors for POP_JUMP_IF_NONE

Predecessors	Count	Percentage
LOAD_FAST	8,211,840	61.1%
LOAD_ATTR_INSTANCE_VALUE	5,225,580	38.9%
CALL_NON_PY_GENERAL	140	0.0%
LOAD_ATTR	100	0.0%
CALL	20	0.0%

Successors	Count	Percentage
LOAD_FAST	12,690,400	94.4%
LOAD_CONST	746,480	5.6%
RETURN_CONST	480	0.0%
LOAD_GLOBAL	100	0.0%
LOAD_GLOBAL_BUILTIN	100	0.0%

POP_JUMP_IF_NOT_NONE

Successors and predecessors for POP_JUMP_IF_NOT_NONE

Predecessors	Count	Percentage
LOAD_FAST	33,594,400	83.3%
LOAD_ATTR_INSTANCE_VALUE	6,718,340	16.7%
LOAD_GLOBAL_MODULE	220	0.0%
LOAD_ATTR	80	0.0%
LOAD_DEREF	80	0.0%

Successors	Count	Percentage
LOAD_FAST_LOAD_FAST	13,436,880	33.3%
LOAD_FAST	12,692,260	31.5%
LOAD_GLOBAL_MODULE	8,958,240	22.2%
RETURN_CONST	4,478,880	11.1%
LOAD_CONST	746,500	1.9%

POP_JUMP_IF_TRUE

Successors and predecessors for POP_JUMP_IF_TRUE

Predecessors	Count	Percentage
TO_BOOL_BOOL	12,690,920	73.9%
TO_BOOL	4,480,820	26.1%
TO_BOOL_INT	1,720	0.0%

Successors	Count	Percentage
LOAD_FAST	13,437,220	78.2%
LOAD_CONST	3,734,160	21.7%
STORE_FAST	1,680	0.0%
LOAD_GLOBAL_BUILTIN	100	0.0%
POP_TOP	80	0.0%

RAISE_VARARGS

Successors and predecessors for RAISE_VARARGS

Predecessors	Count	Percentage
LOAD_CONST	80	100.0%

Successors	Count	Percentage
COPY	80	100.0%

RERAISE

Successors and predecessors for RERAISE

Predecessors	Count	Percentage
POP_EXCEPT	80	100.0%

Successors	Count	Percentage
PUSH_EXC_INFO	80	100.0%

RETURN_CONST

Successors and predecessors for RETURN_CONST

Predecessors	Count	Percentage
POP_TOP	28,367,960	27.9%
POP_JUMP_IF_FALSE	26,127,900	25.7%
STORE_ATTR_SLOT	24,634,560	24.3%
STORE_FAST	17,170,680	16.9%
POP_JUMP_IF_NOT_NONE	4,478,880	4.4%

Successors	Count	Percentage
POP_TOP	53,754,120	52.9%
INTERPRETER_EXIT	38,818,440	38.2%
END_SEND	8,211,600	8.1%
EXIT_INIT_CHECK	746,460	0.7%
TO_BOOL	40	0.0%

SEND

Successors and predecessors for SEND

Predecessors	Count	Percentage
LOAD_CONST	4,479,200	50.0%
JUMP_BACKWARD_NO_INTERRUPT	4,479,000	50.0%
SEND	2,580	0.0%

Successors	Count	Percentage
END_SEND	4,478,960	50.0%
YIELD_VALUE	4,478,960	50.0%
SEND	2,580	0.0%
POP_TOP	140	0.0%
SEND_GEN	140	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	2,860	77.3%
LOAD_FAST_LOAD_FAST	340	9.2%
LOAD_ATTR_INSTANCE_VALUE	280	7.6%
STORE_ATTR	100	2.7%
SWAP	80	2.2%

Successors	Count	Percentage
STORE_ATTR_INSTANCE_VALUE	1,280	34.6%
LOAD_FAST	620	16.8%
LOAD_CONST	520	14.1%
RETURN_CONST	520	14.1%
STORE_ATTR_SLOT	340	9.2%

STORE_FAST

Successors and predecessors for STORE_FAST

Predecessors	Count	Percentage
CALL_NON_PY_GENERAL	33,592,540	38.8%
RETURN_VALUE	25,383,280	29.3%
LOAD_CONST	17,924,120	20.7%
CALL_KW	4,478,960	5.2%
CALL_FUNCTION_EX	3,732,480	4.3%

Successors	Count	Percentage
LOAD_FAST	56,752,320	65.5%
RETURN_CONST	17,170,680	19.8%
JUMP_FORWARD	4,482,560	5.2%
NOP	3,734,320	4.3%
LOAD_FAST_LOAD_FAST	3,732,800	4.3%

STORE_FAST_LOAD_FAST

Successors and predecessors for STORE_FAST_LOAD_FAST

Predecessors	Count	Percentage
COPY	20	100.0%

Successors	Count	Percentage
LOAD_ATTR	20	100.0%

STORE_FAST_STORE_FAST

Successors and predecessors for STORE_FAST_STORE_FAST

Predecessors	Count	Percentage
UNPACK_SEQUENCE_TWO_TUPLE	120	75.0%
UNPACK_SEQUENCE	40	25.0%

Successors	Count	Percentage
LOAD_FAST	80	50.0%
LOAD_GLOBAL	40	25.0%
LOAD_GLOBAL_MODULE	40	25.0%

STORE_GLOBAL

Successors and predecessors for STORE_GLOBAL

Predecessors	Count	Percentage
CALL	20	100.0%

Successors	Count	Percentage
LOAD_CONST	20	100.0%

SWAP

Successors and predecessors for SWAP

Predecessors	Count	Percentage
LOAD_ATTR	80	23.5%
LOAD_FAST	80	23.5%
BINARY_OP_ADD_INT	60	17.6%
BINARY_OP_SUBTRACT_INT	60	17.6%
BINARY_OP	40	11.8%

Successors	Count	Percentage
POP_EXCEPT	100	29.4%
STORE_ATTR	80	23.5%
STORE_FAST	80	23.5%
STORE_ATTR_INSTANCE_VALUE	80	23.5%

UNPACK_SEQUENCE

Successors and predecessors for UNPACK_SEQUENCE

Predecessors	Count	Percentage
RETURN_VALUE	40	33.3%
STORE_FAST	40	33.3%
CALL	20	16.7%
CALL_NON_PY_GENERAL	20	16.7%

Successors	Count	Percentage
UNPACK_SEQUENCE_TWO_TUPLE	60	50.0%
STORE_FAST_STORE_FAST	40	33.3%
LOAD_FAST	20	16.7%

YIELD_VALUE

Successors and predecessors for YIELD_VALUE

Predecessors	Count	Percentage
YIELD_VALUE	11,944,080	72.7%
SEND	4,478,960	27.3%

Successors	Count	Percentage
YIELD_VALUE	11,944,080	72.7%
INTERPRETER_EXIT	4,478,960	27.3%

RESUME

Successors and predecessors for RESUME

Predecessors	Count	Percentage
CALL	1,100	55.6%
CACHE	340	17.2%
COPY_FREE_VARS	240	12.1%
POP_TOP	160	8.1%
SEND_GEN	100	5.1%

Successors	Count	Percentage
LOAD_FAST	940	47.5%
LOAD_GLOBAL	560	28.3%
JUMP_BACKWARD_NO_INTERRUPT	160	8.1%
LOAD_CONST	140	7.1%
NOP	100	5.1%

BINARY_OP_ADD_FLOAT

Successors and predecessors for BINARY_OP_ADD_FLOAT

Predecessors	Count	Percentage
LOAD_FAST	3,732,440	100.0%
LOAD_ATTR_INSTANCE_VALUE	1,800	0.0%
BINARY_OP	40	0.0%

Successors	Count	Percentage
LOAD_FAST	3,732,460	100.0%
STORE_FAST	1,820	0.0%

BINARY_OP_ADD_INT

Successors and predecessors for BINARY_OP_ADD_INT

Predecessors	Count	Percentage
LOAD_CONST	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_CONST	746,760	100.0%
BINARY_OP	40	0.0%

Successors	Count	Percentage
CALL_PY_EXACT_ARGS	746,720	100.0%
SWAP	60	0.0%
CALL	20	0.0%

BINARY_SUBSCR_DICT

Successors and predecessors for BINARY_SUBSCR_DICT

Predecessors	Count	Percentage
RETURN_VALUE	80	57.1%
LOAD_FAST	40	28.6%
BINARY_SUBSCR	20	14.3%

Successors	Count	Percentage
PUSH_EXC_INFO	80	57.1%
RETURN_VALUE	60	42.9%

BINARY_SUBSCR_GETITEM

Successors and predecessors for BINARY_SUBSCR_GETITEM

Predecessors	Count	Percentage
LOAD_FAST_LOAD_FAST	80	100.0%

Successors	Count	Percentage
RESUME_CHECK	80	100.0%

BINARY_SUBSCR_LIST_INT

Successors and predecessors for BINARY_SUBSCR_LIST_INT

Predecessors	Count	Percentage
LOAD_CONST	600	90.9%
BINARY_SUBSCR	60	9.1%

Successors	Count	Percentage
STORE_FAST	460	69.7%
LOAD_ATTR_SLOT	160	24.2%
LOAD_ATTR	40	6.1%

BINARY_SUBSCR_TUPLE_INT

Successors and predecessors for BINARY_SUBSCR_TUPLE_INT

Predecessors	Count	Percentage
LOAD_CONST	20	100.0%

Successors	Count	Percentage
RETURN_VALUE	20	100.0%

CALL_ALLOC_AND_ENTER_INIT

Successors and predecessors for CALL_ALLOC_AND_ENTER_INIT

Predecessors	Count	Percentage
PUSH_NULL	746,440	100.0%
CALL	20	0.0%

Successors	Count	Percentage
RESUME_CHECK	746,460	100.0%

CALL_BOUND_METHOD_EXACT_ARGS

Successors and predecessors for CALL_BOUND_METHOD_EXACT_ARGS

Predecessors	Count	Percentage
LOAD_CONST	746,440	98.1%
CALL_BOUND_METHOD_EXACT_ARGS	14,340	1.9%
PUSH_NULL	40	0.0%
CALL	40	0.0%

Successors	Count	Percentage
GET_AWAITABLE	746,460	98.1%
CALL_BOUND_METHOD_EXACT_ARGS	14,340	1.9%
RETURN_GENERATOR	60	0.0%

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	746,660	49.9%
LOAD_GLOBAL_MODULE	746,440	49.9%
LOAD_FAST	1,980	0.1%
CALL	180	0.0%
LOAD_ATTR_INSTANCE_VALUE	160	0.0%

Successors	Count	Percentage
GET_ITER	748,340	50.0%
LOAD_FAST	746,700	49.9%
COMPARE_OP	140	0.0%
LOAD_GLOBAL_BUILTIN	120	0.0%
STORE_FAST	80	0.0%

CALL_BUILTIN_FAST

Successors and predecessors for CALL_BUILTIN_FAST

Predecessors	Count	Percentage
LOAD_FAST	3,732,440	100.0%
LOAD_CONST	180	0.0%
CALL	60	0.0%
LOAD_FAST_LOAD_FAST	20	0.0%

Successors	Count	Percentage
POP_TOP	3,732,460	100.0%
COPY	140	0.0%
TO_BOOL_BOOL	80	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	746,440	100.0%
CALL	20	0.0%

Successors	Count	Percentage
LOAD_FAST	746,460	100.0%

CALL_BUILTIN_O

Successors and predecessors for CALL_BUILTIN_O

Predecessors	Count	Percentage
LOAD_FAST	3,732,480	100.0%
LOAD_ATTR_INSTANCE_VALUE	440	0.0%
CALL	80	0.0%
LOAD_CONST	40	0.0%

Successors	Count	Percentage
TO_BOOL_BOOL	3,732,440	100.0%
STORE_FAST	460	0.0%
POP_TOP	120	0.0%
TO_BOOL	20	0.0%

CALL_ISINSTANCE

Successors and predecessors for CALL_ISINSTANCE

Predecessors	Count	Percentage
LOAD_GLOBAL_MODULE	57,183,440	100.0%
LOAD_GLOBAL_BUILTIN	380	0.0%
CALL	80	0.0%
BUILD_TUPLE	40	0.0%

Successors	Count	Percentage
TO_BOOL_BOOL	57,183,860	100.0%
TO_BOOL	80	0.0%

CALL_LEN

Successors and predecessors for CALL_LEN

Predecessors	Count	Percentage
LOAD_ATTR_INSTANCE_VALUE	5,080	98.8%
CALL	60	1.2%

Successors	Count	Percentage
STORE_FAST	3,480	67.7%
COPY	1,660	32.3%

CALL_METHOD_DESCRIPTOR_FAST

Successors and predecessors for CALL_METHOD_DESCRIPTOR_FAST

Predecessors	Count	Percentage
LOAD_FAST_LOAD_FAST	120	60.0%
RETURN_VALUE	40	20.0%
CALL	40	20.0%

Successors	Count	Percentage
RETURN_VALUE	140	70.0%
STORE_FAST	60	30.0%

CALL_METHOD_DESCRIPTOR_FAST_WITH_KEYWORDS

Successors and predecessors for CALL_METHOD_DESCRIPTOR_FAST_WITH_KEYWORDS

Predecessors	Count	Percentage
LOAD_FAST_LOAD_FAST	1,640	88.2%
LOAD_CONST	80	4.3%
CALL	60	3.2%
LOAD_ATTR	40	2.2%
LOAD_FAST	40	2.2%

Successors	Count	Percentage
STORE_FAST	1,660	89.2%
POP_TOP	120	6.5%
RETURN_VALUE	80	4.3%

CALL_METHOD_DESCRIPTOR_NOARGS

Successors and predecessors for CALL_METHOD_DESCRIPTOR_NOARGS

Predecessors	Count	Percentage
LOAD_ATTR_METHOD_LAZY_DICT	13,436,680	100.0%
LOAD_ATTR_METHOD_NO_DICT	2,520	0.0%
CALL	380	0.0%
LOAD_FAST	120	0.0%

Successors	Count	Percentage
TO_BOOL_BOOL	13,436,640	100.0%
STORE_FAST	2,100	0.0%
POP_TOP	380	0.0%
GET_ITER	160	0.0%
TO_BOOL	120	0.0%

CALL_METHOD_DESCRIPTOR_O

Successors and predecessors for CALL_METHOD_DESCRIPTOR_O

Predecessors	Count	Percentage
LOAD_FAST	26,873,880	85.7%
CALL	4,479,100	14.3%
LOAD_CONST	100	0.0%

Successors	Count	Percentage
POP_TOP	31,353,060	100.0%
LOAD_CONST	20	0.0%

CALL_NON_PY_GENERAL

Successors and predecessors for CALL_NON_PY_GENERAL

Predecessors	Count	Percentage
PUSH_NULL	16,425,160	34.9%
LOAD_FAST_LOAD_FAST	13,436,880	28.6%
LOAD_FAST	7,465,080	15.9%
LOAD_ATTR	4,478,880	9.5%
LOAD_ATTR_METHOD_LAZY_DICT	4,478,880	9.5%

Successors	Count	Percentage
STORE_FAST	33,592,540	71.4%
POP_TOP	8,958,100	19.0%
RETURN_VALUE	3,734,500	7.9%
LOAD_FAST	746,820	1.6%
POP_JUMP_IF_NONE	140	0.0%

CALL_PY_EXACT_ARGS

Successors and predecessors for CALL_PY_EXACT_ARGS

Predecessors	Count	Percentage
LOAD_ATTR_METHOD_WITH_VALUES	58,229,520	66.7%
LOAD_FAST	17,173,880	19.7%
LOAD_ATTR_METHOD_NO_DICT	3,735,520	4.3%
LOAD_SUPER_ATTR_METHOD	3,732,640	4.3%
LOAD_FAST_LOAD_FAST	3,732,440	4.3%

Successors	Count	Percentage
RESUME_CHECK	75,408,180	86.3%
RETURN_GENERATOR	8,211,720	9.4%
COPY_FREE_VARS	3,733,100	4.3%

CALL_PY_GENERAL

Successors and predecessors for CALL_PY_GENERAL

Predecessors	Count	Percentage
RETURN_GENERATOR	4,478,840	37.5%
LOAD_FAST_LOAD_FAST	3,732,440	31.2%
LOAD_GLOBAL_MODULE	3,732,440	31.2%
CALL	200	0.0%
LOAD_FAST	120	0.0%

Successors	Count	Percentage
RESUME_CHECK	8,211,820	68.8%
RETURN_GENERATOR	3,732,460	31.2%

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	57,183,400	100.0%
LOAD_FAST	440	0.0%
LOAD_GLOBAL_MODULE	120	0.0%
COMPARE_OP	60	0.0%

Successors	Count	Percentage
RETURN_VALUE	57,183,420	100.0%
POP_JUMP_IF_FALSE	600	0.0%

COMPARE_OP_INT

Successors and predecessors for COMPARE_OP_INT

Predecessors	Count	Percentage
LOAD_CONST	4,481,000	100.0%
LOAD_GLOBAL_MODULE	1,640	0.0%
COMPARE_OP	120	0.0%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	4,482,760	100.0%

COMPARE_OP_STR

Successors and predecessors for COMPARE_OP_STR

Predecessors	Count	Percentage
LOAD_CONST	20	100.0%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	20	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	3,480	98.3%
FOR_ITER	60	1.7%

Successors	Count	Percentage
RETURN_CONST	1,880	53.1%
LOAD_FAST	1,660	46.9%

FOR_ITER_RANGE

Successors and predecessors for FOR_ITER_RANGE

Predecessors	Count	Percentage
GET_ITER	748,280	99.9%
JUMP_BACKWARD	600	0.1%
FOR_ITER	40	0.0%

Successors	Count	Percentage
STORE_FAST	748,840	100.0%
LOAD_CONST	80	0.0%

FOR_ITER_TUPLE

Successors and predecessors for FOR_ITER_TUPLE

Predecessors	Count	Percentage
GET_ITER	20	100.0%

Successors	Count	Percentage
STORE_FAST	20	100.0%

LOAD_ATTR_CLASS

Successors and predecessors for LOAD_ATTR_CLASS

Predecessors	Count	Percentage
LOAD_FAST	120	85.7%
LOAD_ATTR	20	14.3%

Successors	Count	Percentage
LOAD_FAST	140	100.0%

LOAD_ATTR_INSTANCE_VALUE

Successors and predecessors for LOAD_ATTR_INSTANCE_VALUE

Predecessors	Count	Percentage
LOAD_FAST	155,296,320	97.2%
LOAD_FAST_LOAD_FAST	4,479,120	2.8%
LOAD_ATTR	2,000	0.0%
LOAD_ATTR_INSTANCE_VALUE	120	0.0%
COPY	80	0.0%

Successors	Count	Percentage
TO_BOOL_BOOL	53,750,880	33.6%
LOAD_ATTR_METHOD_NO_DICT	31,357,220	19.6%
RETURN_VALUE	29,860,260	18.7%
TO_BOOL	11,199,280	7.0%
POP_JUMP_IF_NOT_NONE	6,718,340	4.2%

LOAD_ATTR_METHOD_LAZY_DICT

Successors and predecessors for LOAD_ATTR_METHOD_LAZY_DICT

Predecessors	Count	Percentage
LOAD_FAST	25,380,480	94.4%
LOAD_ATTR_INSTANCE_VALUE	1,492,880	5.6%
LOAD_ATTR	280	0.0%

Successors	Count	Percentage
CALL_METHOD_DESCRIPTOR_NOARGS	13,436,680	50.0%
LOAD_FAST	8,211,320	30.6%
CALL_NON_PY_GENERAL	4,478,880	16.7%
LOAD_CONST	746,460	2.8%
CALL	180	0.0%

LOAD_ATTR_METHOD_NO_DICT

Successors and predecessors for LOAD_ATTR_METHOD_NO_DICT

Predecessors	Count	Percentage
LOAD_ATTR_INSTANCE_VALUE	31,357,220	89.4%
LOAD_FAST	3,734,480	10.6%
ENTER_EXECUTOR	1,280	0.0%
LOAD_ATTR	580	0.0%
LOAD_FAST_LOAD_FAST	80	0.0%

Successors	Count	Percentage
LOAD_FAST	26,874,160	76.6%
LOAD_GLOBAL_MODULE	4,478,960	12.8%
CALL_PY_EXACT_ARGS	3,735,520	10.6%
CALL_METHOD_DESCRIPTOR_NOARGS	2,520	0.0%
LOAD_FAST_LOAD_FAST	1,800	0.0%

LOAD_ATTR_METHOD_WITH_VALUES

Successors and predecessors for LOAD_ATTR_METHOD_WITH_VALUES

Predecessors	Count	Percentage
LOAD_FAST	55,245,880	64.9%
LOAD_ATTR_SLOT	24,634,360	28.9%
LOAD_ATTR_INSTANCE_VALUE	5,227,240	6.1%
LOAD_ATTR	1,240	0.0%
RETURN_VALUE	280	0.0%

Successors	Count	Percentage
CALL_PY_EXACT_ARGS	58,229,520	68.4%
LOAD_FAST_LOAD_FAST	17,915,720	21.1%
LOAD_FAST	8,962,820	10.5%
CALL	720	0.0%
LOAD_CONST	120	0.0%

LOAD_ATTR_MODULE

Successors and predecessors for LOAD_ATTR_MODULE

Predecessors	Count	Percentage
LOAD_GLOBAL_MODULE	54,497,320	100.0%
LOAD_ATTR	960	0.0%
LOAD_FAST	120	0.0%

Successors	Count	Percentage
PUSH_NULL	50,765,260	93.2%
LOAD_FAST_LOAD_FAST	3,732,460	6.8%
LOAD_ATTR	200	0.0%
LOAD_FAST	120	0.0%
LOAD_ATTR_SLOT	80	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	188,279,560	100.0%
ENTER_EXECUTOR	1,280	0.0%
LOAD_ATTR	500	0.0%
LOAD_ATTR_SLOT	300	0.0%
BINARY_SUBSCR_LIST_INT	160	0.0%

Successors	Count	Percentage
LOAD_FAST	57,183,940	30.4%
COMPARE_OP_FLOAT	57,183,400	30.4%
TO_BOOL_NONE	38,071,000	20.2%
LOAD_ATTR_METHOD_WITH_VALUES	24,634,360	13.1%
TO_BOOL_BOOL	11,199,200	5.9%

LOAD_GLOBAL_BUILTIN

Successors and predecessors for LOAD_GLOBAL_BUILTIN

Predecessors	Count	Percentage
RESUME_CHECK	60,918,560	92.1%
POP_TOP	3,732,640	5.6%
STORE_FAST	748,300	1.1%
STORE_ATTR_INSTANCE_VALUE	746,580	1.1%
JUMP_FORWARD	1,720	0.0%

Successors	Count	Percentage
LOAD_FAST	57,191,680	86.5%
LOAD_DEREF	7,465,540	11.3%
CALL_BUILTIN_CLASS	746,660	1.1%
LOAD_GLOBAL_MODULE	746,480	1.1%
CALL_ISINSTANCE	380	0.0%

LOAD_GLOBAL_MODULE

Successors and predecessors for LOAD_GLOBAL_MODULE

Predecessors	Count	Percentage
LOAD_FAST	60,917,760	50.5%
RESUME_CHECK	25,383,180	21.0%
POP_JUMP_IF_FALSE	15,676,840	13.0%
POP_JUMP_IF_NOT_NONE	8,958,240	7.4%
LOAD_ATTR_METHOD_NO_DICT	4,478,960	3.7%

Successors	Count	Percentage
CALL_ISINSTANCE	57,183,440	47.4%
LOAD_ATTR_MODULE	54,497,320	45.2%
LOAD_FAST_LOAD_FAST	4,479,200	3.7%
CALL_PY_GENERAL	3,732,440	3.1%
CALL_BUILTIN_CLASS	746,440	0.6%

LOAD_SUPER_ATTR_METHOD

Successors and predecessors for LOAD_SUPER_ATTR_METHOD

Predecessors	Count	Percentage
LOAD_FAST	7,465,320	100.0%
LOAD_SUPER_ATTR	220	0.0%

Successors	Count	Percentage
CALL_PY_EXACT_ARGS	3,732,640	50.0%
LOAD_FAST_LOAD_FAST	3,732,520	50.0%
LOAD_FAST	260	0.0%
CALL	120	0.0%

RESUME_CHECK

Successors and predecessors for RESUME_CHECK

Predecessors	Count	Percentage
CACHE	118,396,380	48.6%
CALL_PY_EXACT_ARGS	75,408,180	30.9%
POP_TOP	17,169,360	7.0%
SEND_GEN	11,943,980	4.9%
CALL_PY_GENERAL	8,211,820	3.4%

Successors	Count	Percentage
LOAD_FAST	139,600,360	57.3%
LOAD_GLOBAL_BUILTIN	60,918,560	25.0%
LOAD_GLOBAL_MODULE	25,383,180	10.4%
JUMP_BACKWARD_NO_INTERRUPT	16,422,880	6.7%
LOAD_CONST	1,493,380	0.6%

SEND_GEN

Successors and predecessors for SEND_GEN

Predecessors	Count	Percentage
LOAD_CONST	12,690,320	51.5%
JUMP_BACKWARD_NO_INTERRUPT	11,944,040	48.5%
SEND	140	0.0%

Successors	Count	Percentage
POP_TOP	12,690,420	51.5%
RESUME_CHECK	11,943,980	48.5%
RESUME	100	0.0%

STORE_ATTR_INSTANCE_VALUE

Successors and predecessors for STORE_ATTR_INSTANCE_VALUE

Predecessors	Count	Percentage
LOAD_FAST	11,945,020	100.0%
STORE_ATTR	1,280	0.0%
LOAD_FAST_LOAD_FAST	260	0.0%
SWAP	80	0.0%

Successors	Count	Percentage
LOAD_CONST	5,226,060	43.7%
LOAD_FAST	2,986,600	25.0%
RETURN_CONST	747,120	6.3%
LOAD_GLOBAL_MODULE	746,800	6.3%
BUILD_LIST	746,680	6.3%

STORE_ATTR_SLOT

Successors and predecessors for STORE_ATTR_SLOT

Predecessors	Count	Percentage
LOAD_FAST_LOAD_FAST	72,410,040	50.8%
LOAD_FAST	70,171,440	49.2%
STORE_ATTR_SLOT	1,120	0.0%
STORE_ATTR	340	0.0%

Successors	Count	Percentage
LOAD_FAST_LOAD_FAST	51,508,260	36.1%
LOAD_CONST	41,803,980	29.3%
LOAD_FAST	24,635,020	17.3%
RETURN_CONST	24,634,560	17.3%
STORE_ATTR_SLOT	1,120	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	57,183,860	35.7%
LOAD_ATTR_INSTANCE_VALUE	53,750,880	33.6%
RETURN_VALUE	20,902,400	13.0%
CALL_METHOD_DESCRIPTOR_NOARGS	13,436,640	8.4%
LOAD_ATTR_SLOT	11,199,200	7.0%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	147,515,840	92.1%
POP_JUMP_IF_TRUE	12,690,920	7.9%
UNARY_NOT	60	0.0%

TO_BOOL_INT

Successors and predecessors for TO_BOOL_INT

Predecessors	Count	Percentage
COPY	1,720	84.3%
TO_BOOL	160	7.8%
LOAD_FAST	80	3.9%
BINARY_OP	40	2.0%
LOAD_ATTR_SLOT	40	2.0%

Successors	Count	Percentage
POP_JUMP_IF_TRUE	1,720	84.3%
POP_JUMP_IF_FALSE	260	12.7%
UNARY_NOT	60	2.9%

TO_BOOL_LIST

Successors and predecessors for TO_BOOL_LIST

Predecessors	Count	Percentage
LOAD_ATTR_INSTANCE_VALUE	5,229,380	100.0%
TO_BOOL	120	0.0%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	5,229,500	100.0%

TO_BOOL_NONE

Successors and predecessors for TO_BOOL_NONE

Predecessors	Count	Percentage
LOAD_ATTR_SLOT	38,071,000	89.5%
LOAD_ATTR	4,478,920	10.5%
TO_BOOL	120	0.0%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	42,550,040	100.0%

UNPACK_SEQUENCE_TWO_TUPLE

Successors and predecessors for UNPACK_SEQUENCE_TWO_TUPLE

Predecessors	Count	Percentage
UNPACK_SEQUENCE	60	33.3%
RETURN_VALUE	40	22.2%
STORE_FAST	40	22.2%
CALL_NON_PY_GENERAL	40	22.2%

Successors	Count	Percentage
STORE_FAST_STORE_FAST	120	66.7%
LOAD_FAST	60	33.3%

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.	780	0.0%
hit ⓘ Specialized instructions that complete.	4,481,260	100.0%

Success	Count	Ratio
Success	140	46.7%
Failure	160	53.3%

Failure kind	Count	Ratio
and int	80	50.0%
or	40	25.0%
true divide other	40	25.0%

BINARY_SUBSCR

specialization stats for BINARY_SUBSCR family

Kind	Count	Ratio
deferred ⓘ Lists the number of "deferred" (i.e. not specialized) instructions executed.	80	7.5%
hit ⓘ Specialized instructions that complete.	900	84.9%

Success	Count	Ratio
Success	80	100.0%
Failure	0	0.0%

CALL

specialization stats for CALL family

Kind	Count	Ratio
deferred ⓘ Lists the number of "deferred" (i.e. not specialized) instructions executed.	5,230,120	2.6%
hit ⓘ Specialized instructions that complete.	199,790,840	97.4%
miss ⓘ Specialized instructions that deopt.	761,180	0.4%

Success	Count	Ratio
Success	18,060	92.9%
Failure	1,380	7.1%

Failure kind	Count	Ratio
class no vectorcall	1,340	97.1%
init not inline values	60	4.3%
wrong number arguments	40	2.9%

COMPARE_OP

specialization stats for COMPARE_OP family

Kind	Count	Ratio
deferred ⓘ Lists the number of "deferred" (i.e. not specialized) instructions executed.	3,733,040	5.7%
hit ⓘ Specialized instructions that complete.	61,666,800	94.3%

Success	Count	Ratio
Success	180	13.2%
Failure	1,180	86.8%

Failure kind	Count	Ratio
float long	1,140	96.6%
bool	40	3.4%

CONTAINS_OP

specialization stats for CONTAINS_OP family

Kind	Count	Ratio
deferred ⓘ Lists the number of "deferred" (i.e. not specialized) instructions executed.	40	20.0%
hit ⓘ Specialized instructions that complete.	120	60.0%

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.	260	0.0%
hit ⓘ Specialized instructions that complete.	752,480	99.9%

Success	Count	Ratio
Success	100	55.6%
Failure	80	44.4%

Failure kind	Count	Ratio
dict items	80	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.	12,718,300	2.3%
hit ⓘ Specialized instructions that complete.	549,616,340	97.7%
miss ⓘ Specialized instructions that deopt.	18,180	0.0%

Success	Count	Ratio
Success	5,940	58.8%
Failure	4,160	41.2%

Failure kind	Count	Ratio
method	2,640	63.5%
class attr descriptor	1,280	30.8%
not managed dict	140	3.4%
metaclass attribute	60	1.4%
class attr simple	40	1.0%

LOAD_GLOBAL

specialization stats for LOAD_GLOBAL family

Kind	Count	Ratio
deferred ⓘ Lists the number of "deferred" (i.e. not specialized) instructions executed.	2,380	0.0%
deopt ⓘ Specialized instructions that deopt.	80	0.0%
hit ⓘ Specialized instructions that complete.	186,794,640	100.0%
miss ⓘ Specialized instructions that deopt.	80	0.0%

Success	Count	Ratio
Success	2,160	100.0%
Failure	0	0.0%

LOAD_SUPER_ATTR

specialization stats for LOAD_SUPER_ATTR family

Kind	Count	Ratio
deferred ⓘ Lists the number of "deferred" (i.e. not specialized) instructions executed.	240	0.0%
hit ⓘ Specialized instructions that complete.	7,465,540	100.0%

Success	Count	Ratio
Success	220	100.0%
Failure	0	0.0%

POP_JUMP_IF_FALSE

specialization stats for POP_JUMP_IF_FALSE family

POP_JUMP_IF_NONE

specialization stats for POP_JUMP_IF_NONE family

POP_JUMP_IF_NOT_NONE

specialization stats for POP_JUMP_IF_NOT_NONE family

POP_JUMP_IF_TRUE

specialization stats for POP_JUMP_IF_TRUE family

SEND

specialization stats for SEND family

Kind	Count	Ratio
deferred ⓘ Lists the number of "deferred" (i.e. not specialized) instructions executed.	8,958,060	26.7%
hit ⓘ Specialized instructions that complete.	24,634,500	73.3%

Success	Count	Ratio
Success	140	5.1%
Failure	2,580	94.9%

Failure kind	Count	Ratio
other	2,580	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.	60,460	0.0%
hit ⓘ Specialized instructions that complete.	154,469,980	100.0%
miss ⓘ Specialized instructions that deopt.	59,600	0.0%

Success	Count	Ratio
Success	2,740	96.5%
Failure	100	3.5%

Failure kind	Count	Ratio
overridden	80	80.0%
overriding descriptor	20	20.0%

STORE_SUBSCR

specialization stats for STORE_SUBSCR family

Kind	Count	Ratio
deferred ⓘ Lists the number of "deferred" (i.e. not specialized) instructions executed.	40	33.3%
hit ⓘ Specialized instructions that complete.	60	50.0%

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.	11,200,380	5.1%
hit ⓘ Specialized instructions that complete.	207,988,400	94.9%

Success	Count	Ratio
Success	1,400	26.9%
Failure	3,800	73.1%

Failure kind	Count	Ratio
set	3,700	97.4%
sequence	100	2.6%

UNPACK_SEQUENCE

specialization stats for UNPACK_SEQUENCE family

Kind	Count	Ratio
deferred ⓘ Lists the number of "deferred" (i.e. not specialized) instructions executed.	60	20.0%
hit ⓘ Specialized instructions that complete.	180	60.0%

Success	Count	Ratio
Success	60	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.	1,915,726,980	48.6%
Not specialized ⓘ Instructions that could be specialized but aren't, e.g. LOAD_ATTR, BINARY_SLICE.	322,266,100	8.2%
Specialized hits ⓘ Specialized instructions, e.g. LOAD_ATTR_MODULE that complete.	1,700,438,981	43.2%
Specialized misses ⓘ Specialized instructions, e.g. LOAD_ATTR_MODULE that deopt.	861,419	0.0%

Deferred by instruction

Breakdown of deferred (not specialized) instruction counts by family

Name	Count	Ratio
LOAD_ATTR	12,718,300	30.4%
TO_BOOL	11,200,380	26.7%
SEND	8,958,060	21.4%
CALL	5,230,120	12.5%
COMPARE_OP	3,733,040	8.9%
STORE_ATTR	60,460	0.1%
LOAD_GLOBAL	2,380	0.0%
BINARY_OP	780	0.0%
FOR_ITER	260	0.0%
LOAD_SUPER_ATTR	240	0.0%

Misses by instruction

Breakdown of misses (specialized deopts) instruction counts by family

Name	Count	Ratio
CALL_BOUND_METHOD_EXACT_ARGS	760,800	86.1%
STORE_ATTR_SLOT	59,600	6.7%
RESUME	22,379	2.5%
RESUME_CHECK	22,379	2.5%
LOAD_ATTR_SLOT	16,060	1.8%
LOAD_ATTR_METHOD_NO_DICT	2,120	0.2%
CALL_METHOD_DESCRIPTOR_NOARGS	260	0.0%
CALL_METHOD_DESCRIPTOR_O	120	0.0%
LOAD_GLOBAL_BUILTIN	80	0.0%
CACHE	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	128,101,300	46.1%
Calls to Python functions inlined	150,059,640	53.9%
Calls via PyEval_EvalFrame (total)	128,101,300	46.1%
Calls via PyEval_EvalFrame (vector)	119,143,380	42.8%
Calls via PyEval_EvalFrame (generator)	8,957,920	3.2%
Calls via PyEval_EvalFrame (legacy)	0	0.0%
Calls via PyEval_EvalFrame (function vectorcall)	119,143,380	42.8%
Calls via PyEval_EvalFrame (build class)	0	0.0%
Calls via PyEval_EvalFrame (slot)	57,183,440	20.6%
Calls via PyEval_EvalFrame (function ex)	80	0.0%
Calls via PyEval_EvalFrame (api)	4,479,100	1.6%
Calls via PyEval_EvalFrame (method)	26,873,760	9.7%
Frame objects created	180	0.0%
Frames pushed	245,314,840	88.2%

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	111,505,200	39.3%
Frees to freelist	111,591,960
Allocations	172,381,764	60.7%
Allocations to 512 bytes	171,519,560	60.4%
Allocations to 4 kbytes	862,100	0.3%
Allocations over 4 kbytes	104	0.0%
Frees	172,291,556
Inline values	746,900
Interpreter increfs	2,612,566,000	79.6%
Interpreter decrefs	2,706,429,362	76.8%
Increfs	669,674,316	20.4%
Decrefs	816,000,644	23.2%
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	60,560,167
Method cache misses	4,073
Method cache collisions	3,576
Method cache dunder hits	75,847,081
Method cache dunder misses	579

GC stats

GC collections and effectiveness

Collected/visits gives some measure of efficiency.

Generation	Collections	Objects collected	Object visits
0	0	0	0
1	0	2,040	3,003,988,087
2	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.	5,820
Traces created ⓘ The number of traces that were successfully created.	440	7.6%
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.	1,020	17.5%
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 abandoced because it it too short.	5,380	92.4%
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.	20	0.3%
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	47,032,720
Uops executed ⓘ The total number of uops (micro-operations) that were executed	1,323,410,560	2,813.8%

	Count	Ratio
Optimizer attempts ⓘ The number of times the trace optimizer (_Py_uop_analyze_and_optimize) was run.	440
Optimizer successes ⓘ The number of traces that were successfully optimized.	160	36.4%
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	20	4.5%
<= 32	300	68.2%
<= 64	60	13.6%
<= 128	40	9.1%
<= 256	20	4.5%

Optimized trace length histogram

optimized trace length histogram

Range	Count	Ratio
<= 1	0	0.0%
<= 2	0	0.0%
<= 4	0	0.0%
<= 8	20	4.5%
<= 16	20	4.5%
<= 32	40	9.1%
<= 64	60	13.6%
<= 128	20	4.5%

Trace run length histogram

trace run length histogram

Range	Count	Ratio
<= 1	0	0.0%
<= 2	0	0.0%
<= 4	0	0.0%
<= 8	748,780	1.6%
<= 16	1,620	0.0%
<= 32	7,464,860	15.9%
<= 64	17,166,020	36.5%
<= 128	160	0.0%
<= 256	0	0.0%
<= 512	0	0.0%
<= 1,024	0	0.0%
<= 2,048	0	0.0%
<= 4,096	0	0.0%
<= 8,192	0	0.0%
<= 16,384	0	0.0%
<= 32,768	0	0.0%
<= 65,536	0	0.0%
<= 131,072	0	0.0%
<= 262,144	0	0.0%
<= 524,288	80	0.0%
<= 1,048,576	0	0.0%
<= 2,097,152	80	0.0%

Uop execution stats

uop execution stats

Name	Count	Self	Cumulative	Miss ratio
_GUARD_TYPE_VERSION	170,927,360	12.9%	12.9%	2.2%
_LOAD_FAST_0	104,496,720	7.9%	20.8%
_SET_IP	83,597,640	6.3%	27.1%
_LOAD_ATTR_SLOT_0	68,666,000	5.2%	32.3%
_CHECK_VALIDITY	62,697,560	4.7%	37.1%
_CHECK_MANAGED_OBJECT_HAS_VALUES	49,264,080	3.7%	40.8%
_LOAD_ATTR_INSTANCE_VALUE_0	49,264,080	3.7%	44.5%
_LOAD_FAST_3	45,530,960	3.4%	47.9%
_GUARD_IS_FALSE_POP	38,067,680	2.9%	50.8%	0.0%
_LOAD_ATTR_METHOD_NO_DICT	38,065,420	2.9%	53.7%
_TO_BOOL_BOOL	34,335,280	2.6%	56.3%
_STORE_FAST_3	28,364,120	2.1%	58.4%
_START_EXECUTOR	25,383,040	1.9%	60.3%
_EXIT_TRACE	25,381,600	1.9%	62.3%
_TIER2_RESUME_CHECK	25,381,300	1.9%	64.2%
_CHECK_PERIODIC	24,631,400	1.9%	66.0%
_COLD_EXIT	21,649,680	1.6%	67.7%
_GUARD_NOT_EXHAUSTED_RANGE	21,647,600	1.6%	69.3%	3.5%
_ITER_CHECK_RANGE	21,647,600	1.6%	71.0%
_CHECK_FUNCTION_EXACT_ARGS	20,900,080	1.6%	72.5%
_PUSH_FRAME	20,900,080	1.6%	74.1%
_SAVE_RETURN_OFFSET	20,900,080	1.6%	75.7%
_LOAD_ATTR	20,899,500	1.6%	77.3%
_ITER_NEXT_RANGE	20,899,360	1.6%	78.8%
_PUSH_NULL	20,898,360	1.6%	80.4%
_INIT_CALL_PY_EXACT_ARGS_0	17,167,800	1.3%	81.7%
_CALL_METHOD_DESCRIPTOR_NOARGS	17,167,240	1.3%	83.0%
_STORE_FAST	17,167,240	1.3%	84.3%
_CHECK_VALIDITY_AND_SET_IP	17,166,700	1.3%	85.6%
_BUILD_LIST	17,166,520	1.3%	86.9%
_RESUME_CHECK	17,166,520	1.3%	88.2%
_CHECK_STACK_SPACE_OPERAND	17,166,520	1.3%	89.5%
_CALL_INTRINSIC_1	17,166,360	1.3%	90.8%
_LIST_EXTEND	17,166,360	1.3%	92.1%
_LOAD_CONST_INLINE_BORROW	11,197,520	0.8%	92.9%
_GUARD_DORV_VALUES_INST_ATTR_FROM_DICT	7,465,840	0.6%	93.5%
_GUARD_KEYS_VERSION	7,465,840	0.6%	94.1%
_LOAD_ATTR_METHOD_WITH_VALUES	7,465,840	0.6%	94.6%
_CHECK_STACK_SPACE	3,733,560	0.3%	94.9%
_LOAD_FAST_1	3,732,600	0.3%	95.2%
_POP_TOP	3,732,520	0.3%	95.5%
_GUARD_IS_TRUE_POP	3,732,480	0.3%	95.8%	0.0%
_GUARD_NOS_INT	3,732,280	0.3%	96.1%
_INIT_CALL_PY_EXACT_ARGS_1	3,732,280	0.3%	96.3%
_LOAD_FAST_2	3,732,280	0.3%	96.6%
_TO_BOOL_LIST	3,732,160	0.3%	96.9%
_CHECK_FUNCTION	3,732,160	0.3%	97.2%
_BINARY_OP_SUBTRACT_INT	3,732,120	0.3%	97.5%
_BINARY_SUBSCR_LIST_INT	3,732,080	0.3%	97.7%
_COMPARE_OP_FLOAT	3,732,080	0.3%	98.0%
_GUARD_BOTH_FLOAT	3,732,080	0.3%	98.3%
_LOAD_FAST_6	3,732,080	0.3%	98.6%
_CALL_BUILTIN_O	3,732,000	0.3%	98.9%
_CALL_METHOD_DESCRIPTOR_O	3,732,000	0.3%	99.2%
_LOAD_CONST_INLINE	3,732,000	0.3%	99.4%
_STORE_ATTR_SLOT	3,732,000	0.3%	99.7%
_JUMP_TO_TOP	3,731,920	0.3%	100.0%
_DYNAMIC_EXIT	1,440	0.0%	100.0%
_STORE_FAST_4	480	0.0%	100.0%
_CALL_LEN	320	0.0%	100.0%
_COMPARE_OP_INT	320	0.0%	100.0%
_LOAD_CONST_INLINE_WITH_NULL	320	0.0%	100.0%
_LOAD_FAST_4	320	0.0%	100.0%
_STORE_FAST_1	320	0.0%	100.0%
_GUARD_NOT_EXHAUSTED_LIST	160	0.0%	100.0%	100.0%
_GET_ITER	160	0.0%	100.0%
_COPY	160	0.0%	100.0%
_TO_BOOL_INT	160	0.0%	100.0%
_CALL_METHOD_DESCRIPTOR_FAST_WITH_KEYWORDS	160	0.0%	100.0%
_ITER_CHECK_LIST	160	0.0%	100.0%
_STORE_FAST_2	160	0.0%	100.0%
_STORE_FAST_5	160	0.0%	100.0%
_TO_BOOL	160	0.0%	100.0%
_GUARD_NOT_EXHAUSTED_TUPLE	20	0.0%	100.0%	100.0%
_ITER_CHECK_TUPLE	20	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
_LOAD_FAST_0 _GUARD_TYPE_VERSION	104,496,720	7.9%	7.9%
_GUARD_TYPE_VERSION _LOAD_ATTR_SLOT_0	68,666,000	5.2%	13.1%
_CHECK_MANAGED_OBJECT_HAS_VALUES _LOAD_ATTR_INSTANCE_VALUE_0	49,264,080	3.7%	16.8%
_GUARD_TYPE_VERSION _CHECK_MANAGED_OBJECT_HAS_VALUES	49,264,080	3.7%	20.5%
_LOAD_FAST_3 _GUARD_TYPE_VERSION	41,798,960	3.2%	23.7%
_GUARD_TYPE_VERSION _LOAD_ATTR_METHOD_NO_DICT	38,065,420	2.9%	26.6%
_TO_BOOL_BOOL _GUARD_IS_FALSE_POP	34,335,280	2.6%	29.2%
_LOAD_ATTR_METHOD_NO_DICT _SET_IP	34,333,260	2.6%	31.8%
_LOAD_ATTR_SLOT_0 _SET_IP	34,332,720	2.6%	34.3%
_CHECK_PERIODIC _CHECK_VALIDITY	24,631,400	1.9%	36.2%
_START_EXECUTOR _TIER2_RESUME_CHECK	21,649,380	1.6%	37.8%
_ITER_CHECK_RANGE _GUARD_NOT_EXHAUSTED_RANGE	21,647,600	1.6%	39.5%
_TIER2_RESUME_CHECK _ITER_CHECK_RANGE	21,647,600	1.6%	41.1%
_SAVE_RETURN_OFFSET _PUSH_FRAME	20,900,080	1.6%	42.7%
_SET_IP _CHECK_FUNCTION_EXACT_ARGS	20,899,740	1.6%	44.3%
_LOAD_ATTR_INSTANCE_VALUE_0 _GUARD_TYPE_VERSION	20,899,560	1.6%	45.9%
_SET_IP _LOAD_ATTR	20,899,500	1.6%	47.4%
_GUARD_NOT_EXHAUSTED_RANGE _ITER_NEXT_RANGE	20,899,360	1.6%	49.0%
_STORE_FAST_3 _LOAD_FAST_3	20,899,320	1.6%	50.6%
_CHECK_VALIDITY _STORE_FAST_3	20,899,240	1.6%	52.2%
_LOAD_ATTR _CHECK_VALIDITY	20,899,160	1.6%	53.7%
_PUSH_NULL _LOAD_FAST_0	20,898,360	1.6%	55.3%
_GUARD_IS_FALSE_POP _LOAD_FAST_0	17,167,800	1.3%	56.6%
_INIT_CALL_PY_EXACT_ARGS_0 _SAVE_RETURN_OFFSET	17,167,800	1.3%	57.9%
_GUARD_IS_FALSE_POP _LOAD_FAST_3	17,167,640	1.3%	59.2%
_LOAD_ATTR_INSTANCE_VALUE_0 _TO_BOOL_BOOL	17,167,640	1.3%	60.5%
_SET_IP _CALL_METHOD_DESCRIPTOR_NOARGS	17,167,240	1.3%	61.8%
_CALL_METHOD_DESCRIPTOR_NOARGS _CHECK_PERIODIC	17,167,240	1.3%	63.1%
_ITER_NEXT_RANGE _STORE_FAST	17,167,240	1.3%	64.4%
_STORE_FAST _LOAD_FAST_0	17,167,240	1.3%	65.7%
_CHECK_FUNCTION_EXACT_ARGS _CHECK_STACK_SPACE_OPERAND	17,166,520	1.3%	67.0%
_PUSH_FRAME _RESUME_CHECK	17,166,520	1.3%	68.3%
_BUILD_LIST _LOAD_FAST_0	17,166,360	1.3%	69.6%
_CALL_INTRINSIC_1 _CHECK_VALIDITY	17,166,360	1.3%	70.9%
_LIST_EXTEND _CHECK_VALIDITY_AND_SET_IP	17,166,360	1.3%	72.2%
_RESUME_CHECK _LOAD_FAST_0	17,166,360	1.3%	73.5%
_SET_IP _LIST_EXTEND	17,166,360	1.3%	74.8%
_CHECK_STACK_SPACE_OPERAND _INIT_CALL_PY_EXACT_ARGS_0	17,166,360	1.3%	76.1%
_CHECK_VALIDITY _PUSH_NULL	17,166,360	1.3%	77.4%
_CHECK_VALIDITY _EXIT_TRACE	17,166,360	1.3%	78.7%
_CHECK_VALIDITY_AND_SET_IP _CALL_INTRINSIC_1	17,166,360	1.3%	80.0%
_LOAD_ATTR_SLOT_0 _BUILD_LIST	17,166,360	1.3%	81.3%
_LOAD_ATTR_SLOT_0 _TO_BOOL_BOOL	13,434,840	1.0%	82.3%
_GUARD_DORV_VALUES_INST_ATTR_FROM_DICT _GUARD_KEYS_VERSION	7,465,840	0.6%	82.9%
_GUARD_KEYS_VERSION _LOAD_ATTR_METHOD_WITH_VALUES	7,465,840	0.6%	83.4%
_GUARD_TYPE_VERSION _GUARD_DORV_VALUES_INST_ATTR_FROM_DICT	7,465,840	0.6%	84.0%
_GUARD_TYPE_VERSION _EXIT_TRACE	3,734,020	0.3%	84.3%
_CHECK_FUNCTION_EXACT_ARGS _CHECK_STACK_SPACE	3,733,560	0.3%	84.5%
_TIER2_RESUME_CHECK _LOAD_FAST_0	3,733,520	0.3%	84.8%
_START_EXECUTOR _SET_IP	3,733,140	0.3%	85.1%
_CHECK_VALIDITY _TO_BOOL_BOOL	3,732,800	0.3%	85.4%
_LOAD_ATTR_INSTANCE_VALUE_0 _SET_IP	3,732,480	0.3%	85.7%
_LOAD_FAST_1 _LOAD_CONST_INLINE_BORROW	3,732,440	0.3%	86.0%
_INIT_CALL_PY_EXACT_ARGS_1 _SAVE_RETURN_OFFSET	3,732,280	0.3%	86.2%
_LOAD_CONST_INLINE_BORROW _GUARD_NOS_INT	3,732,280	0.3%	86.5%
_LOAD_ATTR_INSTANCE_VALUE_0 _TO_BOOL_LIST	3,732,160	0.3%	86.8%
_BINARY_OP_SUBTRACT_INT _SET_IP	3,732,120	0.3%	87.1%
_CHECK_STACK_SPACE _INIT_CALL_PY_EXACT_ARGS_1	3,732,120	0.3%	87.4%
_GUARD_NOS_INT _BINARY_OP_SUBTRACT_INT	3,732,120	0.3%	87.6%
_ITER_NEXT_RANGE _STORE_FAST_3	3,732,120	0.3%	87.9%
_LOAD_ATTR_METHOD_WITH_VALUES _LOAD_FAST_0	3,732,120	0.3%	88.2%
_LOAD_ATTR_METHOD_WITH_VALUES _LOAD_FAST_1	3,732,120	0.3%	88.5%
_LOAD_FAST_2 _GUARD_TYPE_VERSION	3,732,120	0.3%	88.8%
_PUSH_FRAME _EXIT_TRACE	3,732,120	0.3%	89.1%
_STORE_FAST_3 _LOAD_FAST_2	3,732,120	0.3%	89.3%
_BINARY_SUBSCR_LIST_INT _STORE_FAST_3	3,732,080	0.3%	89.6%
_COMPARE_OP_FLOAT _GUARD_IS_FALSE_POP	3,732,080	0.3%	89.9%
_GUARD_BOTH_FLOAT _COMPARE_OP_FLOAT	3,732,080	0.3%	90.2%
_LOAD_ATTR_INSTANCE_VALUE_0 _LOAD_CONST_INLINE_BORROW	3,732,080	0.3%	90.5%
_LOAD_ATTR_SLOT_0 _LOAD_FAST_6	3,732,080	0.3%	90.7%
_LOAD_CONST_INLINE_BORROW _BINARY_SUBSCR_LIST_INT	3,732,080	0.3%	91.0%
_LOAD_FAST_6 _GUARD_BOTH_FLOAT	3,732,080	0.3%	91.3%
_POP_TOP _LOAD_FAST_0	3,732,000	0.3%	91.6%
_TO_BOOL_LIST _GUARD_IS_TRUE_POP	3,732,000	0.3%	91.9%
_SET_IP _CALL_BUILTIN_O	3,732,000	0.3%	92.2%
_SET_IP _CALL_METHOD_DESCRIPTOR_O	3,732,000	0.3%	92.4%
_CALL_BUILTIN_O _CHECK_PERIODIC	3,732,000	0.3%	92.7%
_CALL_METHOD_DESCRIPTOR_O _CHECK_PERIODIC	3,732,000	0.3%	93.0%
_CHECK_FUNCTION _LOAD_CONST_INLINE	3,732,000	0.3%	93.3%
_CHECK_VALIDITY _POP_TOP	3,732,000	0.3%	93.6%
_GUARD_IS_FALSE_POP _CHECK_FUNCTION	3,732,000	0.3%	93.9%
_GUARD_TYPE_VERSION _STORE_ATTR_SLOT	3,732,000	0.3%	94.1%
_LOAD_ATTR_METHOD_NO_DICT _LOAD_FAST_3	3,732,000	0.3%	94.4%
_LOAD_CONST_INLINE _PUSH_NULL	3,732,000	0.3%	94.7%
_LOAD_CONST_INLINE_BORROW _LOAD_FAST_3	3,732,000	0.3%	95.0%
_LOAD_FAST_3 _SET_IP	3,732,000	0.3%	95.3%
_STORE_ATTR_SLOT _LOAD_FAST_0	3,732,000	0.3%	95.5%
_STORE_FAST_3 _LOAD_CONST_INLINE_BORROW	3,732,000	0.3%	95.8%
_GUARD_IS_TRUE_POP _JUMP_TO_TOP	3,731,920	0.3%	96.1%
_JUMP_TO_TOP _TIER2_RESUME_CHECK	3,731,920	0.3%	96.4%
_GUARD_NOT_EXHAUSTED_RANGE _EXIT_TRACE	748,240	0.1%	96.4%
_CHECK_STACK_SPACE _INIT_CALL_PY_EXACT_ARGS_0	1,440	0.0%	96.4%
_LOAD_ATTR_METHOD_WITH_VALUES _SET_IP	1,440	0.0%	96.4%
_PUSH_FRAME _DYNAMIC_EXIT	1,440	0.0%	96.4%
_POP_TOP _LOAD_CONST_INLINE_BORROW	520	0.0%	96.4%
_LOAD_CONST_INLINE_BORROW _STORE_FAST_3	520	0.0%	96.4%
_START_EXECUTOR _POP_TOP	520	0.0%	96.4%
_STORE_FAST_3 _EXIT_TRACE	520	0.0%	96.4%
_STORE_FAST_4 _LOAD_FAST_0	480	0.0%	96.4%
_CHECK_VALIDITY_AND_SET_IP _CHECK_FUNCTION_EXACT_ARGS	340	0.0%	96.4%

Unsupported opcodes

unsupported opcodes

Opcode	Count
CALL_FUNCTION_EX	4,440
SEND_GEN	280
CALL	20

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: 2024-06-16