Pystats results

benchmark: async_generators
fork: brandtbucher
ref: justin-no-externs
commit hash: 64b198a
commit date: 2024-10-25T10:03:36-07:00

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	202,161,120	12.5%	12.5%
RESUME_CHECK	136,144,080	8.4%	20.9%	0.0%
STORE_FAST	118,141,980	7.3%	28.2%
POP_TOP	118,141,680	7.3%	35.5%
INTERPRETER_EXIT	118,137,720	7.3%	42.8%
SEND	100,161,220	6.2%	49.0%
CALL_INTRINSIC_1	94,136,880	5.8%	54.8%
END_SEND	94,136,820	5.8%	60.7%
YIELD_VALUE	94,136,760	5.8%	66.5%
ENTER_EXECUTOR	94,136,760	5.8%	72.3%
LOAD_ATTR_INSTANCE_VALUE	54,006,120	3.3%	75.6%
LOAD_CONST	42,006,780	2.6%	78.2%
RETURN_CONST	36,003,720	2.2%	80.5%
LOAD_FAST_LOAD_FAST	36,003,300	2.2%	82.7%
POP_JUMP_IF_FALSE	30,004,200	1.9%	84.5%
LOAD_GLOBAL_MODULE	24,004,860	1.5%	86.0%
CALL_PY_EXACT_ARGS	18,005,520	1.1%	87.1%
STORE_ATTR_INSTANCE_VALUE	18,002,940	1.1%	88.2%
RETURN_VALUE	12,003,660	0.7%	89.0%
LOAD_GLOBAL_BUILTIN	12,002,880	0.7%	89.7%	0.0%
CALL_NON_PY_GENERAL	12,002,220	0.7%	90.5%
LOAD_ATTR_METHOD_NO_DICT	12,001,980	0.7%	91.2%
COMPARE_OP_INT	12,000,720	0.7%	92.0%
CALL_LEN	12,000,420	0.7%	92.7%
CALL_METHOD_DESCRIPTOR_O	12,000,300	0.7%	93.4%	0.0%
BINARY_SLICE	12,000,000	0.7%	94.2%
TO_BOOL_ALWAYS_TRUE	6,052,180	0.4%	94.6%	45.2%
TO_BOOL_NONE	6,051,420	0.4%	94.9%	45.2%
LOAD_ATTR_METHOD_WITH_VALUES	6,004,080	0.4%	95.3%
TO_BOOL_BOOL	6,003,180	0.4%	95.7%
PUSH_NULL	6,002,700	0.4%	96.0%
BINARY_OP	6,002,000	0.4%	96.4%
BINARY_SUBSCR	6,001,500	0.4%	96.8%
POP_JUMP_IF_NONE	6,000,600	0.4%	97.2%
EXIT_INIT_CHECK	6,000,120	0.4%	97.5%
RETURN_GENERATOR	6,000,120	0.4%	97.9%
CALL_ALLOC_AND_ENTER_INIT	6,000,120	0.4%	98.3%
BINARY_OP_ADD_INT	6,000,060	0.4%	98.6%
END_ASYNC_FOR	6,000,000	0.4%	99.0%
GET_AITER	6,000,000	0.4%	99.4%
GET_ANEXT	6,000,000	0.4%	99.8%
JUMP_BACKWARD_NO_INTERRUPT	3,932,100	0.2%	100.0%
LOAD_ATTR	4,460	0.0%	100.0%
LOAD_ATTR_MODULE	2,700	0.0%	100.0%
CALL	2,560	0.0%	100.0%
STORE_ATTR_SLOT	1,800	0.0%	100.0%
NOP	1,560	0.0%	100.0%
LOAD_GLOBAL	1,460	0.0%	100.0%
LOAD_ATTR_SLOT	1,440	0.0%	100.0%
STORE_ATTR	1,320	0.0%	100.0%
POP_JUMP_IF_TRUE	1,140	0.0%	100.0%
CALL_METHOD_DESCRIPTOR_NOARGS	1,080	0.0%	100.0%	22.2%
POP_JUMP_IF_NOT_NONE	1,080	0.0%	100.0%
TO_BOOL	880	0.0%	100.0%
LOAD_DEREF	720	0.0%	100.0%
CALL_BUILTIN_CLASS	720	0.0%	100.0%
COPY	660	0.0%	100.0%
COPY_FREE_VARS	660	0.0%	100.0%
JUMP_FORWARD	660	0.0%	100.0%
BUILD_TUPLE	600	0.0%	100.0%
GET_ITER	540	0.0%	100.0%
CALL_PY_GENERAL	540	0.0%	100.0%
LOAD_SUPER_ATTR_METHOD	480	0.0%	100.0%
TO_BOOL_INT	480	0.0%	100.0%
CALL_ISINSTANCE	420	0.0%	100.0%
IS_OP	360	0.0%	100.0%
BUILD_LIST	300	0.0%	100.0%
BUILD_MAP	300	0.0%	100.0%
CALL_FUNCTION_EX	300	0.0%	100.0%
CALL_METHOD_DESCRIPTOR_FAST_WITH_KEYWORDS	300	0.0%	100.0%
FOR_ITER_LIST	300	0.0%	100.0%
MAKE_FUNCTION	240	0.0%	100.0%
FOR_ITER	240	0.0%	100.0%
JUMP_BACKWARD	240	0.0%	100.0%
SET_FUNCTION_ATTRIBUTE	240	0.0%	100.0%
SWAP	240	0.0%	100.0%
CALL_BUILTIN_FAST	240	0.0%	100.0%
FOR_ITER_RANGE	240	0.0%	100.0%
LOAD_ATTR_CLASS	240	0.0%	100.0%
TO_BOOL_LIST	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%
COMPARE_OP	160	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%
LIST_EXTEND	120	0.0%	100.0%
MAKE_CELL	120	0.0%	100.0%
BINARY_OP_ADD_FLOAT	120	0.0%	100.0%
BINARY_SUBSCR_DICT	120	0.0%	100.0%
CALL_BUILTIN_FAST_WITH_KEYWORDS	120	0.0%	100.0%
CALL_BUILTIN_O	120	0.0%	100.0%
CALL_KW_NON_PY	120	0.0%	100.0%
UNPACK_SEQUENCE	80	0.0%	100.0%
CALL_KW	60	0.0%	100.0%
DICT_MERGE	60	0.0%	100.0%
GET_AWAITABLE	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_SUBTRACT_FLOAT	60	0.0%	100.0%
BINARY_OP_SUBTRACT_INT	60	0.0%	100.0%
BINARY_SUBSCR_GETITEM	60	0.0%	100.0%
BINARY_SUBSCR_TUPLE_INT	60	0.0%	100.0%
CALL_BOUND_METHOD_GENERAL	60	0.0%	100.0%
CALL_KW_PY	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%
SEND_GEN	60	0.0%	100.0%
STORE_SUBSCR_DICT	60	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
STORE_FAST LOAD_FAST	106,139,520	6.6%	6.6%
CACHE RESUME_CHECK	106,137,660	6.6%	13.1%
END_SEND STORE_FAST	94,136,760	5.8%	18.9%
CALL_INTRINSIC_1 YIELD_VALUE	94,136,760	5.8%	24.8%
SEND END_SEND	94,136,760	5.8%	30.6%
YIELD_VALUE INTERPRETER_EXIT	94,136,760	5.8%	36.4%
RESUME_CHECK POP_TOP	94,136,760	5.8%	42.2%
ENTER_EXECUTOR SEND	94,136,760	5.8%	48.0%
POP_TOP ENTER_EXECUTOR	88,136,760	5.4%	53.5%
LOAD_FAST CALL_INTRINSIC_1	88,136,760	5.4%	58.9%
LOAD_FAST LOAD_ATTR_INSTANCE_VALUE	48,005,000	3.0%	61.9%
RESUME_CHECK LOAD_FAST	24,003,600	1.5%	63.4%
LOAD_FAST LOAD_CONST	24,000,840	1.5%	64.9%
POP_JUMP_IF_FALSE LOAD_FAST	20,069,700	1.2%	66.1%
CALL_PY_EXACT_ARGS RESUME_CHECK	18,004,920	1.1%	67.2%
POP_TOP RETURN_CONST	18,001,020	1.1%	68.3%
RETURN_CONST INTERPRETER_EXIT	18,000,660	1.1%	69.5%
LOAD_FAST_LOAD_FAST STORE_ATTR_INSTANCE_VALUE	18,000,240	1.1%	70.6%
LOAD_GLOBAL_BUILTIN LOAD_FAST	12,001,620	0.7%	71.3%
RESUME_CHECK LOAD_GLOBAL_BUILTIN	12,001,100	0.7%	72.1%
LOAD_ATTR_INSTANCE_VALUE LOAD_ATTR_METHOD_NO_DICT	12,001,080	0.7%	72.8%
COMPARE_OP_INT POP_JUMP_IF_FALSE	12,000,720	0.7%	73.5%
LOAD_CONST COMPARE_OP_INT	12,000,580	0.7%	74.3%
CALL_LEN STORE_FAST	12,000,300	0.7%	75.0%
CALL_METHOD_DESCRIPTOR_O POP_TOP	12,000,300	0.7%	75.8%
LOAD_GLOBAL_MODULE LOAD_FAST_LOAD_FAST	12,000,300	0.7%	76.5%
LOAD_FAST CALL_LEN	12,000,060	0.7%	77.2%
BINARY_SLICE CALL_PY_EXACT_ARGS	12,000,000	0.7%	78.0%
STORE_ATTR_INSTANCE_VALUE LOAD_FAST_LOAD_FAST	12,000,000	0.7%	78.7%
POP_JUMP_IF_FALSE RETURN_CONST	9,932,880	0.6%	79.3%
LOAD_CONST LOAD_FAST	6,002,820	0.4%	79.7%
RETURN_CONST POP_TOP	6,002,640	0.4%	80.1%
TO_BOOL_BOOL POP_JUMP_IF_FALSE	6,002,280	0.4%	80.5%
POP_TOP LOAD_FAST	6,001,740	0.4%	80.8%
LOAD_FAST CALL_PY_EXACT_ARGS	6,001,340	0.4%	81.2%
LOAD_ATTR_METHOD_WITH_VALUES LOAD_FAST	6,001,200	0.4%	81.6%
LOAD_ATTR_INSTANCE_VALUE TO_BOOL_BOOL	6,000,840	0.4%	81.9%
PUSH_NULL CALL_NON_PY_GENERAL	6,000,760	0.4%	82.3%
CALL_NON_PY_GENERAL STORE_FAST	6,000,660	0.4%	82.7%
STORE_ATTR_INSTANCE_VALUE RETURN_CONST	6,000,660	0.4%	83.1%
TO_BOOL_ALWAYS_TRUE POP_JUMP_IF_FALSE	6,000,540	0.4%	83.4%
LOAD_ATTR_INSTANCE_VALUE TO_BOOL_ALWAYS_TRUE	6,000,520	0.4%	83.8%
LOAD_ATTR_INSTANCE_VALUE LOAD_ATTR_METHOD_WITH_VALUES	6,000,440	0.4%	84.2%
RETURN_VALUE RETURN_VALUE	6,000,420	0.4%	84.5%
LOAD_FAST PUSH_NULL	6,000,420	0.4%	84.9%
LOAD_GLOBAL_MODULE LOAD_FAST	6,000,420	0.4%	85.3%
LOAD_FAST POP_JUMP_IF_NONE	6,000,360	0.4%	85.6%
LOAD_ATTR_METHOD_NO_DICT LOAD_FAST	6,000,300	0.4%	86.0%
STORE_FAST LOAD_GLOBAL_MODULE	6,000,280	0.4%	86.4%
LOAD_FAST_LOAD_FAST LOAD_ATTR_INSTANCE_VALUE	6,000,200	0.4%	86.8%
EXIT_INIT_CHECK RETURN_VALUE	6,000,120	0.4%	87.1%
POP_TOP RESUME_CHECK	6,000,120	0.4%	87.5%
BINARY_OP STORE_FAST	6,000,120	0.4%	87.9%
LOAD_FAST CALL_METHOD_DESCRIPTOR_O	6,000,120	0.4%	88.2%
LOAD_FAST_LOAD_FAST LOAD_CONST	6,000,120	0.4%	88.6%
POP_JUMP_IF_NONE LOAD_FAST	6,000,120	0.4%	89.0%
RETURN_CONST EXIT_INIT_CHECK	6,000,120	0.4%	89.4%
RESUME_CHECK LOAD_FAST_LOAD_FAST	6,000,120	0.4%	89.7%
CACHE POP_TOP	6,000,060	0.4%	90.1%
CALL_ALLOC_AND_ENTER_INIT RESUME_CHECK	6,000,060	0.4%	90.5%
LOAD_CONST BINARY_OP	6,000,040	0.4%	90.8%
LOAD_CONST BINARY_OP_ADD_INT	6,000,040	0.4%	91.2%
LOAD_GLOBAL_MODULE LOAD_GLOBAL_MODULE	6,000,040	0.4%	91.6%
LOAD_CONST SEND	6,000,020	0.4%	92.0%
CACHE RETURN_GENERATOR	6,000,000	0.4%	92.3%
BINARY_SUBSCR LOAD_GLOBAL_MODULE	6,000,000	0.4%	92.7%
GET_AITER GET_ANEXT	6,000,000	0.4%	93.1%
GET_ANEXT LOAD_CONST	6,000,000	0.4%	93.4%
RETURN_GENERATOR INTERPRETER_EXIT	6,000,000	0.4%	93.8%
LOAD_CONST BINARY_SLICE	6,000,000	0.4%	94.2%
LOAD_FAST BINARY_SLICE	6,000,000	0.4%	94.6%
LOAD_FAST_LOAD_FAST BINARY_SUBSCR	6,000,000	0.4%	94.9%
SEND END_ASYNC_FOR	6,000,000	0.4%	95.3%
STORE_FAST ENTER_EXECUTOR	6,000,000	0.4%	95.7%
BINARY_OP_ADD_INT LOAD_CONST	6,000,000	0.4%	96.0%
CALL_NON_PY_GENERAL CALL_METHOD_DESCRIPTOR_O	6,000,000	0.4%	96.4%
LOAD_ATTR_INSTANCE_VALUE CALL_INTRINSIC_1	6,000,000	0.4%	96.8%
LOAD_ATTR_INSTANCE_VALUE CALL_NON_PY_GENERAL	6,000,000	0.4%	97.1%
LOAD_ATTR_METHOD_NO_DICT LOAD_GLOBAL_MODULE	6,000,000	0.4%	97.5%
LOAD_ATTR_INSTANCE_VALUE GET_AITER	5,999,940	0.4%	97.9%
TO_BOOL_NONE POP_JUMP_IF_FALSE	5,999,760	0.4%	98.3%
LOAD_ATTR_INSTANCE_VALUE TO_BOOL_NONE	5,999,480	0.4%	98.6%
RETURN_VALUE LOAD_FAST_LOAD_FAST	3,932,160	0.2%	98.9%
RETURN_CONST CALL_ALLOC_AND_ENTER_INIT	3,932,160	0.2%	99.1%
END_ASYNC_FOR JUMP_BACKWARD_NO_INTERRUPT	3,932,100	0.2%	99.4%
JUMP_BACKWARD_NO_INTERRUPT LOAD_FAST	3,932,100	0.2%	99.6%
END_ASYNC_FOR RETURN_CONST	2,067,900	0.1%	99.7%
RETURN_CONST LOAD_FAST_LOAD_FAST	2,067,900	0.1%	99.9%
RETURN_VALUE CALL_ALLOC_AND_ENTER_INIT	2,067,840	0.1%	100.0%
TO_BOOL_NONE TO_BOOL_ALWAYS_TRUE	51,660	0.0%	100.0%
TO_BOOL_ALWAYS_TRUE TO_BOOL_NONE	51,640	0.0%	100.0%
SEND SEND	24,440	0.0%	100.0%
LOAD_FAST LOAD_ATTR	2,400	0.0%	100.0%
LOAD_FAST LOAD_ATTR_METHOD_WITH_VALUES	2,120	0.0%	100.0%
LOAD_ATTR_MODULE PUSH_NULL	2,040	0.0%	100.0%
LOAD_GLOBAL_MODULE LOAD_ATTR_MODULE	1,840	0.0%	100.0%
LOAD_FAST STORE_ATTR_INSTANCE_VALUE	1,720	0.0%	100.0%
LOAD_ATTR_METHOD_WITH_VALUES CALL_PY_EXACT_ARGS	1,620	0.0%	100.0%
BINARY_OP BINARY_OP	1,580	0.0%	100.0%
BINARY_SUBSCR BINARY_SUBSCR	1,460	0.0%	100.0%

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.

BINARY_SLICE

Successors and predecessors for BINARY_SLICE

Predecessors	Count	Percentage
LOAD_CONST	6,000,000	50.0%
LOAD_FAST	6,000,000	50.0%

Successors	Count	Percentage
CALL_PY_EXACT_ARGS	12,000,000	100.0%

CACHE

Successors and predecessors for CACHE

Successors	Count	Percentage
RESUME_CHECK	106,137,660	89.8%
POP_TOP	6,000,060	5.1%
RETURN_GENERATOR	6,000,000	5.1%
COPY_FREE_VARS	60	0.0%

BINARY_SUBSCR

Successors and predecessors for BINARY_SUBSCR

Predecessors	Count	Percentage
LOAD_FAST_LOAD_FAST	6,000,000	100.0%
BINARY_SUBSCR	1,460	0.0%
LOAD_CONST	20	0.0%
LOAD_FAST	20	0.0%

Successors	Count	Percentage
LOAD_GLOBAL_MODULE	6,000,000	100.0%
BINARY_SUBSCR	1,460	0.0%
BINARY_SUBSCR_DICT	20	0.0%
BINARY_SUBSCR_TUPLE_INT	20	0.0%

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_ASYNC_FOR

Successors and predecessors for END_ASYNC_FOR

Predecessors	Count	Percentage
SEND	6,000,000	100.0%

Successors	Count	Percentage
JUMP_BACKWARD_NO_INTERRUPT	3,932,100	65.5%
RETURN_CONST	2,067,900	34.5%

END_SEND

Successors and predecessors for END_SEND

Predecessors	Count	Percentage
SEND	94,136,760	100.0%
RETURN_CONST	60	0.0%

Successors	Count	Percentage
STORE_FAST	94,136,760	100.0%
POP_TOP	60	0.0%

EXIT_INIT_CHECK

Successors and predecessors for EXIT_INIT_CHECK

Predecessors	Count	Percentage
RETURN_CONST	6,000,120	100.0%

Successors	Count	Percentage
RETURN_VALUE	6,000,120	100.0%

GET_AITER

Successors and predecessors for GET_AITER

Predecessors	Count	Percentage
LOAD_ATTR_INSTANCE_VALUE	5,999,940	100.0%
RETURN_VALUE	60	0.0%

Successors	Count	Percentage
GET_ANEXT	6,000,000	100.0%

GET_ANEXT

Successors and predecessors for GET_ANEXT

Predecessors	Count	Percentage
GET_AITER	6,000,000	100.0%

Successors	Count	Percentage
LOAD_CONST	6,000,000	100.0%

GET_ITER

Successors and predecessors for GET_ITER

Predecessors	Count	Percentage
LOAD_FAST	240	44.4%
CALL_BUILTIN_CLASS	180	33.3%
CALL_METHOD_DESCRIPTOR_NOARGS	120	22.2%

Successors	Count	Percentage
FOR_ITER_LIST	280	51.9%
FOR_ITER	140	25.9%
FOR_ITER_RANGE	120	22.2%

INTERPRETER_EXIT

Successors and predecessors for INTERPRETER_EXIT

Predecessors	Count	Percentage
YIELD_VALUE	94,136,760	79.7%
RETURN_CONST	18,000,660	15.2%
RETURN_GENERATOR	6,000,000	5.1%
RETURN_VALUE	300	0.0%

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
RESUME_CHECK	660	42.3%
POP_TOP	240	15.4%
STORE_FAST	240	15.4%
POP_JUMP_IF_TRUE	180	11.5%
POP_JUMP_IF_NOT_NONE	120	7.7%

Successors	Count	Percentage
LOAD_FAST	1,140	73.1%
LOAD_GLOBAL_MODULE	320	20.5%
LOAD_FAST_LOAD_FAST	60	3.8%
LOAD_GLOBAL	40	2.6%

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_TOP

Successors and predecessors for POP_TOP

Predecessors	Count	Percentage
RESUME_CHECK	94,136,760	79.7%
CALL_METHOD_DESCRIPTOR_O	12,000,300	10.2%
RETURN_CONST	6,002,640	5.1%
CACHE	6,000,060	5.1%
CALL_METHOD_DESCRIPTOR_NOARGS	360	0.0%

Successors	Count	Percentage
ENTER_EXECUTOR	88,136,760	74.6%
RETURN_CONST	18,001,020	15.2%
LOAD_FAST	6,001,740	5.1%
RESUME_CHECK	6,000,120	5.1%
LOAD_CONST	780	0.0%

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_FAST	6,000,420	100.0%
LOAD_ATTR_MODULE	2,040	0.0%
LOAD_ATTR	240	0.0%

Successors	Count	Percentage
CALL_NON_PY_GENERAL	6,000,760	100.0%
LOAD_FAST	720	0.0%
LOAD_FAST_LOAD_FAST	420	0.0%
CALL	360	0.0%
LOAD_CONST	180	0.0%

RETURN_GENERATOR

Successors and predecessors for RETURN_GENERATOR

Predecessors	Count	Percentage
CACHE	6,000,000	100.0%
COPY_FREE_VARS	60	0.0%
CALL_PY_EXACT_ARGS	60	0.0%

Successors	Count	Percentage
INTERPRETER_EXIT	6,000,000	100.0%
GET_AWAITABLE	60	0.0%
CALL_PY_EXACT_ARGS	40	0.0%
CALL	20	0.0%

RETURN_VALUE

Successors and predecessors for RETURN_VALUE

Predecessors	Count	Percentage
RETURN_VALUE	6,000,420	50.0%
EXIT_INIT_CHECK	6,000,120	50.0%
LOAD_FAST	1,140	0.0%
LOAD_ATTR_INSTANCE_VALUE	600	0.0%
IS_OP	300	0.0%

Successors	Count	Percentage
RETURN_VALUE	6,000,420	50.0%
LOAD_FAST_LOAD_FAST	3,932,160	32.8%
CALL_ALLOC_AND_ENTER_INIT	2,067,840	17.2%
STORE_FAST	900	0.0%
TO_BOOL_BOOL	700	0.0%

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	240	27.3%
RETURN_VALUE	200	22.7%
COPY	80	9.1%
LOAD_FAST	80	9.1%
TO_BOOL	40	4.5%

Successors	Count	Percentage
TO_BOOL_BOOL	520	59.1%
POP_JUMP_IF_TRUE	120	13.6%
TO_BOOL_INT	120	13.6%
POP_JUMP_IF_FALSE	60	6.8%
TO_BOOL	40	4.5%

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_CONST	6,000,040	100.0%
BINARY_OP	1,580	0.0%
LOAD_GLOBAL_MODULE	180	0.0%
UNARY_INVERT	120	0.0%
POP_JUMP_IF_FALSE	60	0.0%

Successors	Count	Percentage
STORE_FAST	6,000,120	100.0%
BINARY_OP	1,580	0.0%
COPY	120	0.0%
UNARY_INVERT	60	0.0%
TO_BOOL_INT	40	0.0%

BUILD_LIST

Successors and predecessors for BUILD_LIST

Predecessors	Count	Percentage
STORE_FAST	120	40.0%
LOAD_ATTR_SLOT	120	40.0%
STORE_ATTR_INSTANCE_VALUE	60	20.0%

Successors	Count	Percentage
LOAD_FAST	180	60.0%
STORE_FAST	120	40.0%

BUILD_MAP

Successors and predecessors for BUILD_MAP

Predecessors	Count	Percentage
STORE_ATTR_INSTANCE_VALUE	120	40.0%
POP_TOP	60	20.0%
BUILD_TUPLE	60	20.0%
RESUME_CHECK	60	20.0%

Successors	Count	Percentage
LOAD_FAST	300	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%
LOAD_CONST	60	10.0%
CALL_NON_PY_GENERAL	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	560	21.9%
LOAD_FAST	380	14.8%
PUSH_NULL	360	14.1%
LOAD_CONST	260	10.2%
LOAD_ATTR_METHOD_NO_DICT	240	9.4%

Successors	Count	Percentage
CALL_PY_EXACT_ARGS	1,240	48.4%
CALL_NON_PY_GENERAL	540	21.1%
CALL_METHOD_DESCRIPTOR_NOARGS	240	9.4%
CALL_PY_GENERAL	140	5.5%
CALL_BUILTIN_CLASS	60	2.3%

CALL_FUNCTION_EX

Successors and predecessors for CALL_FUNCTION_EX

Predecessors	Count	Percentage
CALL_INTRINSIC_1	120	40.0%
DICT_MERGE	60	20.0%
LOAD_FAST	60	20.0%
LOAD_ATTR_INSTANCE_VALUE	60	20.0%

Successors	Count	Percentage
POP_TOP	240	100.0%

CALL_INTRINSIC_1

Successors and predecessors for CALL_INTRINSIC_1

Predecessors	Count	Percentage
LOAD_FAST	88,136,760	93.6%
LOAD_ATTR_INSTANCE_VALUE	6,000,000	6.4%
LIST_EXTEND	120	0.0%

Successors	Count	Percentage
YIELD_VALUE	94,136,760	100.0%
CALL_FUNCTION_EX	120	0.0%

CALL_KW

Successors and predecessors for CALL_KW

Predecessors	Count	Percentage
LOAD_CONST	60	100.0%

Successors	Count	Percentage
CALL_KW_NON_PY	40	66.7%
CALL_KW_PY	20	33.3%

COMPARE_OP

Successors and predecessors for COMPARE_OP

Predecessors	Count	Percentage
CALL_BUILTIN_CLASS	120	75.0%
COMPARE_OP	20	12.5%
LOAD_CONST	20	12.5%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	120	75.0%
COMPARE_OP	20	12.5%
COMPARE_OP_INT	20	12.5%

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
BINARY_OP	120	18.2%
LOAD_FAST	120	18.2%
CALL_BUILTIN_FAST	120	18.2%
CALL_LEN	120	18.2%
UNARY_NOT	60	9.1%

Successors	Count	Percentage
TO_BOOL_BOOL	200	30.3%
TO_BOOL_INT	200	30.3%
TO_BOOL	80	12.1%
LOAD_ATTR_INSTANCE_VALUE	80	12.1%
POP_EXCEPT	60	9.1%

COPY_FREE_VARS

Successors and predecessors for COPY_FREE_VARS

Predecessors	Count	Percentage
CALL_PY_EXACT_ARGS	540	81.8%
CACHE	60	9.1%
CALL_ALLOC_AND_ENTER_INIT	60	9.1%

Successors	Count	Percentage
RESUME_CHECK	540	81.8%
RETURN_GENERATOR	60	9.1%
MAKE_CELL	60	9.1%

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
LOAD_FAST	120	50.0%
RETURN_CONST	60	25.0%
FOR_ITER	40	16.7%
FOR_ITER_LIST	20	8.3%

GET_AWAITABLE

Successors and predecessors for GET_AWAITABLE

Predecessors	Count	Percentage
RETURN_GENERATOR	60	100.0%

Successors	Count	Percentage
LOAD_CONST	60	100.0%

IMPORT_NAME

Successors and predecessors for IMPORT_NAME

Predecessors	Count	Percentage
LOAD_CONST	60	100.0%

Successors	Count	Percentage
STORE_FAST	60	100.0%

IS_OP

Successors and predecessors for IS_OP

Predecessors	Count	Percentage
LOAD_CONST	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	180	75.0%
POP_JUMP_IF_TRUE	60	25.0%

Successors	Count	Percentage
FOR_ITER_RANGE	120	50.0%
NOP	60	25.0%
FOR_ITER	60	25.0%

JUMP_BACKWARD_NO_INTERRUPT

Successors and predecessors for JUMP_BACKWARD_NO_INTERRUPT

Predecessors	Count	Percentage
END_ASYNC_FOR	3,932,100	100.0%

Successors	Count	Percentage
LOAD_FAST	3,932,100	100.0%

JUMP_FORWARD

Successors and predecessors for JUMP_FORWARD

Predecessors	Count	Percentage
STORE_FAST	600	90.9%
POP_TOP	60	9.1%

Successors	Count	Percentage
LOAD_FAST	540	81.8%
LOAD_GLOBAL_BUILTIN	120	18.2%

LIST_EXTEND

Successors and predecessors for LIST_EXTEND

Predecessors	Count	Percentage
LOAD_ATTR_SLOT	120	100.0%

Successors	Count	Percentage
CALL_INTRINSIC_1	120	100.0%

LOAD_ATTR

Successors and predecessors for LOAD_ATTR

Predecessors	Count	Percentage
LOAD_FAST	2,400	53.8%
LOAD_GLOBAL_MODULE	740	16.6%
LOAD_ATTR_INSTANCE_VALUE	400	9.0%
LOAD_ATTR	380	8.5%
LOAD_ATTR_SLOT	200	4.5%

Successors	Count	Percentage
LOAD_ATTR_METHOD_WITH_VALUES	940	21.1%
LOAD_ATTR_MODULE	740	16.6%
LOAD_ATTR_INSTANCE_VALUE	720	16.1%
LOAD_ATTR	380	8.5%
LOAD_ATTR_METHOD_NO_DICT	360	8.1%

LOAD_CONST

Successors and predecessors for LOAD_CONST

Predecessors	Count	Percentage
LOAD_FAST	24,000,840	57.1%
LOAD_FAST_LOAD_FAST	6,000,120	14.3%
GET_ANEXT	6,000,000	14.3%
BINARY_OP_ADD_INT	6,000,000	14.3%
STORE_ATTR_INSTANCE_VALUE	840	0.0%

Successors	Count	Percentage
COMPARE_OP_INT	12,000,580	28.6%
LOAD_FAST	6,002,820	14.3%
BINARY_OP	6,000,040	14.3%
BINARY_OP_ADD_INT	6,000,040	14.3%
SEND	6,000,020	14.3%

LOAD_DEREF

Successors and predecessors for LOAD_DEREF

Predecessors	Count	Percentage
LOAD_GLOBAL_BUILTIN	480	66.7%
STORE_FAST	120	16.7%
LOAD_ATTR_METHOD_NO_DICT	60	8.3%
RESUME_CHECK	60	8.3%

Successors	Count	Percentage
LOAD_FAST	480	66.7%
LOAD_CONST	120	16.7%
POP_JUMP_IF_NOT_NONE	60	8.3%
STORE_FAST	60	8.3%

LOAD_FAST

Successors and predecessors for LOAD_FAST

Predecessors	Count	Percentage
STORE_FAST	106,139,520	52.5%
RESUME_CHECK	24,003,600	11.9%
POP_JUMP_IF_FALSE	20,069,700	9.9%
LOAD_GLOBAL_BUILTIN	12,001,620	5.9%
LOAD_CONST	6,002,820	3.0%

Successors	Count	Percentage
CALL_INTRINSIC_1	88,136,760	43.6%
LOAD_ATTR_INSTANCE_VALUE	48,005,000	23.7%
LOAD_CONST	24,000,840	11.9%
CALL_LEN	12,000,060	5.9%
CALL_PY_EXACT_ARGS	6,001,340	3.0%

LOAD_FAST_LOAD_FAST

Successors and predecessors for LOAD_FAST_LOAD_FAST

Predecessors	Count	Percentage
LOAD_GLOBAL_MODULE	12,000,300	33.3%
STORE_ATTR_INSTANCE_VALUE	12,000,000	33.3%
RESUME_CHECK	6,000,120	16.7%
RETURN_VALUE	3,932,160	10.9%
RETURN_CONST	2,067,900	5.7%

Successors	Count	Percentage
STORE_ATTR_INSTANCE_VALUE	18,000,240	50.0%
LOAD_ATTR_INSTANCE_VALUE	6,000,200	16.7%
LOAD_CONST	6,000,120	16.7%
BINARY_SUBSCR	6,000,000	16.7%
STORE_ATTR_SLOT	720	0.0%

LOAD_GLOBAL

Successors and predecessors for LOAD_GLOBAL

Predecessors	Count	Percentage
RESUME_CHECK	340	23.3%
POP_TOP	200	13.7%
STORE_FAST	160	11.0%
STORE_ATTR_INSTANCE_VALUE	160	11.0%
LOAD_FAST	140	9.6%

Successors	Count	Percentage
LOAD_GLOBAL_MODULE	1,120	76.7%
LOAD_GLOBAL_BUILTIN	340	23.3%

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
COMPARE_OP_INT	12,000,720	40.0%
TO_BOOL_BOOL	6,002,280	20.0%
TO_BOOL_ALWAYS_TRUE	6,000,540	20.0%
TO_BOOL_NONE	5,999,760	20.0%
TO_BOOL_INT	240	0.0%

Successors	Count	Percentage
LOAD_FAST	20,069,700	66.9%
RETURN_CONST	9,932,880	33.1%
LOAD_CONST	660	0.0%
POP_TOP	240	0.0%
LOAD_GLOBAL_MODULE	240	0.0%

POP_JUMP_IF_NONE

Successors and predecessors for POP_JUMP_IF_NONE

Predecessors	Count	Percentage
LOAD_FAST	6,000,360	100.0%
CALL_NON_PY_GENERAL	120	0.0%
LOAD_ATTR_INSTANCE_VALUE	120	0.0%

Successors	Count	Percentage
LOAD_FAST	6,000,120	100.0%
RETURN_CONST	240	0.0%
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	780	72.2%
LOAD_GLOBAL_MODULE	180	16.7%
LOAD_DEREF	60	5.6%
LOAD_ATTR_INSTANCE_VALUE	60	5.6%

Successors	Count	Percentage
LOAD_GLOBAL_MODULE	420	38.9%
LOAD_FAST	300	27.8%
NOP	120	11.1%
LOAD_FAST_LOAD_FAST	120	11.1%
LOAD_CONST	60	5.6%

POP_JUMP_IF_TRUE

Successors and predecessors for POP_JUMP_IF_TRUE

Predecessors	Count	Percentage
TO_BOOL_BOOL	840	73.7%
TO_BOOL_INT	180	15.8%
TO_BOOL	120	10.5%

Successors	Count	Percentage
LOAD_FAST	300	26.3%
NOP	180	15.8%
LOAD_CONST	180	15.8%
STORE_FAST	120	10.5%
LOAD_GLOBAL_BUILTIN	100	8.8%

RAISE_VARARGS

Successors and predecessors for RAISE_VARARGS

Predecessors	Count	Percentage
LOAD_CONST	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%

RETURN_CONST

Successors and predecessors for RETURN_CONST

Predecessors	Count	Percentage
POP_TOP	18,001,020	50.0%
POP_JUMP_IF_FALSE	9,932,880	27.6%
STORE_ATTR_INSTANCE_VALUE	6,000,660	16.7%
END_ASYNC_FOR	2,067,900	5.7%
STORE_ATTR_SLOT	360	0.0%

Successors	Count	Percentage
INTERPRETER_EXIT	18,000,660	50.0%
POP_TOP	6,002,640	16.7%
EXIT_INIT_CHECK	6,000,120	16.7%
CALL_ALLOC_AND_ENTER_INIT	3,932,160	10.9%
LOAD_FAST_LOAD_FAST	2,067,900	5.7%

SEND

Successors and predecessors for SEND

Predecessors	Count	Percentage
ENTER_EXECUTOR	94,136,760	94.0%
LOAD_CONST	6,000,020	6.0%
SEND	24,440	0.0%

Successors	Count	Percentage
END_SEND	94,136,760	94.0%
END_ASYNC_FOR	6,000,000	6.0%
SEND	24,440	0.0%
SEND_GEN	20	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	920	69.7%
LOAD_ATTR_INSTANCE_VALUE	240	18.2%
LOAD_FAST_LOAD_FAST	60	4.5%
STORE_ATTR	60	4.5%
SWAP	40	3.0%

Successors	Count	Percentage
STORE_ATTR_INSTANCE_VALUE	900	68.2%
LOAD_FAST	180	13.6%
RETURN_CONST	120	9.1%
STORE_ATTR	60	4.5%
STORE_ATTR_SLOT	60	4.5%

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
END_SEND	94,136,760	79.7%
CALL_LEN	12,000,300	10.2%
CALL_NON_PY_GENERAL	6,000,660	5.1%
BINARY_OP	6,000,120	5.1%
LOAD_CONST	960	0.0%

Successors	Count	Percentage
LOAD_FAST	106,139,520	89.8%
LOAD_GLOBAL_MODULE	6,000,280	5.1%
ENTER_EXECUTOR	6,000,000	5.1%
JUMP_FORWARD	600	0.0%
NOP	240	0.0%

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_ATTR	60	25.0%
LOAD_FAST	60	25.0%
BINARY_OP_ADD_INT	60	25.0%
BINARY_OP_SUBTRACT_INT	60	25.0%

Successors	Count	Percentage
STORE_ATTR_INSTANCE_VALUE	80	33.3%
POP_EXCEPT	60	25.0%
STORE_FAST	60	25.0%
STORE_ATTR	40	16.7%

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
CALL_INTRINSIC_1	94,136,760	100.0%

Successors	Count	Percentage
INTERPRETER_EXIT	94,136,760	100.0%

BINARY_OP_ADD_FLOAT

Successors and predecessors for BINARY_OP_ADD_FLOAT

Predecessors	Count	Percentage
LOAD_ATTR_INSTANCE_VALUE	120	100.0%

Successors	Count	Percentage
STORE_FAST	120	100.0%

BINARY_OP_ADD_INT

Successors and predecessors for BINARY_OP_ADD_INT

Predecessors	Count	Percentage
LOAD_CONST	6,000,040	100.0%
BINARY_OP	20	0.0%

Successors	Count	Percentage
LOAD_CONST	6,000,000	100.0%
SWAP	60	0.0%

BINARY_OP_SUBTRACT_FLOAT

Successors and predecessors for BINARY_OP_SUBTRACT_FLOAT

Predecessors	Count	Percentage
LOAD_FAST	40	66.7%
BINARY_OP	20	33.3%

Successors	Count	Percentage
STORE_FAST	60	100.0%

BINARY_OP_SUBTRACT_INT

Successors and predecessors for BINARY_OP_SUBTRACT_INT

Predecessors	Count	Percentage
LOAD_CONST	40	66.7%
BINARY_OP	20	33.3%

Successors	Count	Percentage
SWAP	60	100.0%

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_TUPLE_INT

Successors and predecessors for BINARY_SUBSCR_TUPLE_INT

Predecessors	Count	Percentage
LOAD_CONST	40	66.7%
BINARY_SUBSCR	20	33.3%

Successors	Count	Percentage
STORE_FAST	60	100.0%

CALL_ALLOC_AND_ENTER_INIT

Successors and predecessors for CALL_ALLOC_AND_ENTER_INIT

Predecessors	Count	Percentage
RETURN_CONST	3,932,160	65.5%
RETURN_VALUE	2,067,840	34.5%
PUSH_NULL	40	0.0%
CALL	40	0.0%
LOAD_ATTR	40	0.0%

Successors	Count	Percentage
RESUME_CHECK	6,000,060	100.0%
COPY_FREE_VARS	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_FAST	360	50.0%
LOAD_ATTR_INSTANCE_VALUE	160	22.2%
CALL	60	8.3%
LOAD_GLOBAL_BUILTIN	60	8.3%
RETURN_VALUE	40	5.6%

Successors	Count	Percentage
GET_ITER	180	25.0%
COMPARE_OP	120	16.7%
LOAD_GLOBAL_BUILTIN	120	16.7%
RETURN_VALUE	60	8.3%
LOAD_CONST	60	8.3%

CALL_BUILTIN_FAST

Successors and predecessors for CALL_BUILTIN_FAST

Predecessors	Count	Percentage
LOAD_CONST	220	91.7%
CALL	20	8.3%

Successors	Count	Percentage
COPY	120	50.0%
TO_BOOL_BOOL	100	41.7%
TO_BOOL	20	8.3%

CALL_BUILTIN_FAST_WITH_KEYWORDS

Successors and predecessors for CALL_BUILTIN_FAST_WITH_KEYWORDS

Predecessors	Count	Percentage
CALL	40	33.3%
LOAD_CONST	40	33.3%
CALL_BUILTIN_FAST_WITH_KEYWORDS	40	33.3%

Successors	Count	Percentage
POP_TOP	60	50.0%
CALL_BUILTIN_FAST_WITH_KEYWORDS	40	33.3%
CALL	20	16.7%

CALL_BUILTIN_O

Successors and predecessors for CALL_BUILTIN_O

Predecessors	Count	Percentage
CALL	40	33.3%
LOAD_CONST	40	33.3%
LOAD_FAST	40	33.3%

Successors	Count	Percentage
POP_TOP	120	100.0%

CALL_ISINSTANCE

Successors and predecessors for CALL_ISINSTANCE

Predecessors	Count	Percentage
LOAD_GLOBAL_BUILTIN	300	71.4%
BUILD_TUPLE	40	9.5%
CALL	40	9.5%
LOAD_GLOBAL_MODULE	40	9.5%

Successors	Count	Percentage
TO_BOOL_BOOL	380	90.5%
TO_BOOL	40	9.5%

CALL_KW_NON_PY

Successors and predecessors for CALL_KW_NON_PY

Predecessors	Count	Percentage
LOAD_CONST	80	66.7%
CALL_KW	40	33.3%

Successors	Count	Percentage
POP_TOP	60	50.0%
STORE_FAST	60	50.0%

CALL_KW_PY

Successors and predecessors for CALL_KW_PY

Predecessors	Count	Percentage
LOAD_CONST	40	66.7%
CALL_KW	20	33.3%

Successors	Count	Percentage
RESUME_CHECK	60	100.0%

CALL_LEN

Successors and predecessors for CALL_LEN

Predecessors	Count	Percentage
LOAD_FAST	12,000,060	100.0%
LOAD_ATTR_INSTANCE_VALUE	360	0.0%

Successors	Count	Percentage
STORE_FAST	12,000,300	100.0%
COPY	120	0.0%

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	120	40.0%
LOAD_CONST	60	20.0%
CALL	40	13.3%
LOAD_ATTR	40	13.3%
LOAD_FAST	40	13.3%

Successors	Count	Percentage
POP_TOP	120	40.0%
STORE_FAST	120	40.0%
RETURN_VALUE	60	20.0%

CALL_METHOD_DESCRIPTOR_NOARGS

Successors and predecessors for CALL_METHOD_DESCRIPTOR_NOARGS

Predecessors	Count	Percentage
LOAD_ATTR_METHOD_NO_DICT	600	55.6%
CALL	240	22.2%
LOAD_FAST	120	11.1%
LOAD_ATTR_METHOD_WITH_VALUES	120	11.1%

Successors	Count	Percentage
POP_TOP	360	33.3%
GET_ITER	120	11.1%
STORE_FAST	120	11.1%
CALL_NON_PY_GENERAL	80	7.4%
TO_BOOL_BOOL	80	7.4%

CALL_METHOD_DESCRIPTOR_O

Successors and predecessors for CALL_METHOD_DESCRIPTOR_O

Predecessors	Count	Percentage
LOAD_FAST	6,000,120	50.0%
CALL_NON_PY_GENERAL	6,000,000	50.0%
LOAD_CONST	80	0.0%
CALL	60	0.0%
BUILD_TUPLE	40	0.0%

Successors	Count	Percentage
POP_TOP	12,000,300	100.0%

CALL_NON_PY_GENERAL

Successors and predecessors for CALL_NON_PY_GENERAL

Predecessors	Count	Percentage
PUSH_NULL	6,000,760	50.0%
LOAD_ATTR_INSTANCE_VALUE	6,000,000	50.0%
CALL	540	0.0%
LOAD_FAST	320	0.0%
LOAD_FAST_LOAD_FAST	200	0.0%

Successors	Count	Percentage
STORE_FAST	6,000,660	50.0%
CALL_METHOD_DESCRIPTOR_O	6,000,000	50.0%
LOAD_FAST	480	0.0%
POP_TOP	300	0.0%
RETURN_VALUE	300	0.0%

CALL_PY_EXACT_ARGS

Successors and predecessors for CALL_PY_EXACT_ARGS

Predecessors	Count	Percentage
BINARY_SLICE	12,000,000	66.6%
LOAD_FAST	6,001,340	33.3%
LOAD_ATTR_METHOD_WITH_VALUES	1,620	0.0%
CALL	1,240	0.0%
LOAD_ATTR_METHOD_NO_DICT	240	0.0%

Successors	Count	Percentage
RESUME_CHECK	18,004,920	100.0%
COPY_FREE_VARS	540	0.0%
RETURN_GENERATOR	60	0.0%

CALL_PY_GENERAL

Successors and predecessors for CALL_PY_GENERAL

Predecessors	Count	Percentage
CALL	140	25.9%
LOAD_FAST	120	22.2%
LOAD_ATTR_METHOD_NO_DICT	120	22.2%
LOAD_CONST	80	14.8%
PUSH_NULL	40	7.4%

Successors	Count	Percentage
RESUME_CHECK	480	88.9%
MAKE_CELL	60	11.1%

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_INT

Successors and predecessors for COMPARE_OP_INT

Predecessors	Count	Percentage
LOAD_CONST	12,000,580	100.0%
LOAD_GLOBAL_MODULE	120	0.0%
COMPARE_OP	20	0.0%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	12,000,720	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	280	93.3%
FOR_ITER	20	6.7%

Successors	Count	Percentage
RETURN_CONST	180	60.0%
LOAD_FAST	120	40.0%

FOR_ITER_RANGE

Successors and predecessors for FOR_ITER_RANGE

Predecessors	Count	Percentage
GET_ITER	120	50.0%
JUMP_BACKWARD	120	50.0%

Successors	Count	Percentage
LOAD_CONST	120	50.0%
STORE_FAST	120	50.0%

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	48,005,000	88.9%
LOAD_FAST_LOAD_FAST	6,000,200	11.1%
LOAD_ATTR	720	0.0%
LOAD_ATTR_INSTANCE_VALUE	120	0.0%
COPY	80	0.0%

Successors	Count	Percentage
LOAD_ATTR_METHOD_NO_DICT	12,001,080	22.2%
TO_BOOL_BOOL	6,000,840	11.1%
TO_BOOL_ALWAYS_TRUE	6,000,520	11.1%
LOAD_ATTR_METHOD_WITH_VALUES	6,000,440	11.1%
CALL_INTRINSIC_1	6,000,000	11.1%

LOAD_ATTR_METHOD_NO_DICT

Successors and predecessors for LOAD_ATTR_METHOD_NO_DICT

Predecessors	Count	Percentage
LOAD_ATTR_INSTANCE_VALUE	12,001,080	100.0%
LOAD_FAST	460	0.0%
LOAD_ATTR	360	0.0%
LOAD_FAST_LOAD_FAST	80	0.0%

Successors	Count	Percentage
LOAD_FAST	6,000,300	50.0%
LOAD_GLOBAL_MODULE	6,000,000	50.0%
CALL_METHOD_DESCRIPTOR_NOARGS	600	0.0%
LOAD_FAST_LOAD_FAST	300	0.0%
CALL	240	0.0%

LOAD_ATTR_METHOD_WITH_VALUES

Successors and predecessors for LOAD_ATTR_METHOD_WITH_VALUES

Predecessors	Count	Percentage
LOAD_ATTR_INSTANCE_VALUE	6,000,440	99.9%
LOAD_FAST	2,120	0.0%
LOAD_ATTR	940	0.0%
RETURN_VALUE	280	0.0%
LOAD_ATTR_SLOT	220	0.0%

Successors	Count	Percentage
LOAD_FAST	6,001,200	100.0%
CALL_PY_EXACT_ARGS	1,620	0.0%
CALL	560	0.0%
LOAD_FAST_LOAD_FAST	180	0.0%
LOAD_GLOBAL_MODULE	160	0.0%

LOAD_ATTR_MODULE

Successors and predecessors for LOAD_ATTR_MODULE

Predecessors	Count	Percentage
LOAD_GLOBAL_MODULE	1,840	68.1%
LOAD_ATTR	740	27.4%
LOAD_FAST	120	4.4%

Successors	Count	Percentage
PUSH_NULL	2,040	75.6%
LOAD_FAST	120	4.4%
LOAD_ATTR_CLASS	120	4.4%
LOAD_ATTR_SLOT	80	3.0%
UNARY_INVERT	60	2.2%

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	1,260	87.5%
LOAD_ATTR	100	6.9%
LOAD_ATTR_MODULE	80	5.6%

Successors	Count	Percentage
LOAD_CONST	240	16.7%
TO_BOOL_NONE	240	16.7%
LOAD_ATTR_METHOD_WITH_VALUES	220	15.3%
LOAD_ATTR	200	13.9%
TO_BOOL_BOOL	160	11.1%

LOAD_GLOBAL_BUILTIN

Successors and predecessors for LOAD_GLOBAL_BUILTIN

Predecessors	Count	Percentage
RESUME_CHECK	12,001,100	100.0%
LOAD_FAST	340	0.0%
LOAD_GLOBAL	340	0.0%
POP_TOP	180	0.0%
STORE_FAST	160	0.0%

Successors	Count	Percentage
LOAD_FAST	12,001,620	100.0%
LOAD_DEREF	480	0.0%
CALL_ISINSTANCE	300	0.0%
CHECK_EXC_MATCH	120	0.0%
LOAD_GLOBAL_MODULE	80	0.0%

LOAD_GLOBAL_MODULE

Successors and predecessors for LOAD_GLOBAL_MODULE

Predecessors	Count	Percentage
STORE_FAST	6,000,280	25.0%
LOAD_GLOBAL_MODULE	6,000,040	25.0%
BINARY_SUBSCR	6,000,000	25.0%
LOAD_ATTR_METHOD_NO_DICT	6,000,000	25.0%
LOAD_GLOBAL	1,120	0.0%

Successors	Count	Percentage
LOAD_FAST_LOAD_FAST	12,000,300	50.0%
LOAD_FAST	6,000,420	25.0%
LOAD_GLOBAL_MODULE	6,000,040	25.0%
LOAD_ATTR_MODULE	1,840	0.0%
LOAD_ATTR	740	0.0%

LOAD_SUPER_ATTR_METHOD

Successors and predecessors for LOAD_SUPER_ATTR_METHOD

Predecessors	Count	Percentage
LOAD_FAST	320	66.7%
LOAD_SUPER_ATTR	160	33.3%

Successors	Count	Percentage
CALL_PY_EXACT_ARGS	200	41.7%
LOAD_FAST	120	25.0%
CALL	100	20.8%
LOAD_FAST_LOAD_FAST	60	12.5%

RESUME_CHECK

Successors and predecessors for RESUME_CHECK

Predecessors	Count	Percentage
CACHE	106,137,660	78.0%
CALL_PY_EXACT_ARGS	18,004,920	13.2%
POP_TOP	6,000,120	4.4%
CALL_ALLOC_AND_ENTER_INIT	6,000,060	4.4%
COPY_FREE_VARS	540	0.0%

Successors	Count	Percentage
POP_TOP	94,136,760	69.1%
LOAD_FAST	24,003,600	17.6%
LOAD_GLOBAL_BUILTIN	12,001,100	8.8%
LOAD_FAST_LOAD_FAST	6,000,120	4.4%
LOAD_GLOBAL_MODULE	960	0.0%

SEND_GEN

Successors and predecessors for SEND_GEN

Predecessors	Count	Percentage
LOAD_CONST	40	66.7%
SEND	20	33.3%

Successors	Count	Percentage
POP_TOP	60	100.0%

STORE_ATTR_INSTANCE_VALUE

Successors and predecessors for STORE_ATTR_INSTANCE_VALUE

Predecessors	Count	Percentage
LOAD_FAST_LOAD_FAST	18,000,240	100.0%
LOAD_FAST	1,720	0.0%
STORE_ATTR	900	0.0%
SWAP	80	0.0%

Successors	Count	Percentage
LOAD_FAST_LOAD_FAST	12,000,000	66.7%
RETURN_CONST	6,000,660	33.3%
LOAD_CONST	840	0.0%
LOAD_FAST	720	0.0%
LOAD_GLOBAL_MODULE	380	0.0%

STORE_ATTR_SLOT

Successors and predecessors for STORE_ATTR_SLOT

Predecessors	Count	Percentage
LOAD_FAST	1,020	56.7%
LOAD_FAST_LOAD_FAST	720	40.0%
STORE_ATTR	60	3.3%

Successors	Count	Percentage
LOAD_CONST	540	30.0%
LOAD_FAST_LOAD_FAST	540	30.0%
LOAD_FAST	360	20.0%
RETURN_CONST	360	20.0%

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_ALWAYS_TRUE

Successors and predecessors for TO_BOOL_ALWAYS_TRUE

Predecessors	Count	Percentage
LOAD_ATTR_INSTANCE_VALUE	6,000,520	99.1%
TO_BOOL_NONE	51,660	0.9%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	6,000,540	99.1%
TO_BOOL_NONE	51,640	0.9%

TO_BOOL_BOOL

Successors and predecessors for TO_BOOL_BOOL

Predecessors	Count	Percentage
LOAD_ATTR_INSTANCE_VALUE	6,000,840	100.0%
RETURN_VALUE	700	0.0%
TO_BOOL	520	0.0%
CALL_ISINSTANCE	380	0.0%
COPY	200	0.0%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	6,002,280	100.0%
POP_JUMP_IF_TRUE	840	0.0%
UNARY_NOT	60	0.0%

TO_BOOL_INT

Successors and predecessors for TO_BOOL_INT

Predecessors	Count	Percentage
COPY	200	41.7%
TO_BOOL	120	25.0%
LOAD_FAST	80	16.7%
BINARY_OP	40	8.3%
LOAD_ATTR_SLOT	40	8.3%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	240	50.0%
POP_JUMP_IF_TRUE	180	37.5%
UNARY_NOT	60	12.5%

TO_BOOL_LIST

Successors and predecessors for TO_BOOL_LIST

Predecessors	Count	Percentage
LOAD_ATTR_INSTANCE_VALUE	240	100.0%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	240	100.0%

TO_BOOL_NONE

Successors and predecessors for TO_BOOL_NONE

Predecessors	Count	Percentage
LOAD_ATTR_INSTANCE_VALUE	5,999,480	99.1%
TO_BOOL_ALWAYS_TRUE	51,640	0.9%
LOAD_ATTR_SLOT	240	0.0%
LOAD_ATTR	40	0.0%
TO_BOOL	20	0.0%

Successors	Count	Percentage
POP_JUMP_IF_FALSE	5,999,760	99.1%
TO_BOOL_ALWAYS_TRUE	51,660	0.9%

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	88,136,760	93.6%
STORE_FAST	6,000,000	6.4%

Successors	Count	Percentage
SEND	94,136,760	100.0%

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.	6,000,360	50.0%
hit ⓘ Specialized instructions that complete.	6,000,300	50.0%

Success	Count	Ratio
Success	60	3.7%
Failure	1,580	96.3%

Failure kind	Count	Ratio
floor divide	1,460	92.4%
and int	80	5.1%
or	40	2.5%

BINARY_SLICE

specialization stats for BINARY_SLICE family

Kind	Count	Ratio
deferred ⓘ Lists the number of "deferred" (i.e. not specialized) instructions executed.	12,000,000	100.0%

BINARY_SUBSCR

specialization stats for BINARY_SUBSCR family

Kind	Count	Ratio
deferred ⓘ Lists the number of "deferred" (i.e. not specialized) instructions executed.	6,000,000	100.0%
hit ⓘ Specialized instructions that complete.	240	0.0%

Success	Count	Ratio
Success	40	2.7%
Failure	1,460	97.3%

Failure kind	Count	Ratio
sequence int	1,460	100.0%

CALL

specialization stats for CALL family

Kind	Count	Ratio
hit ⓘ Specialized instructions that complete.	48,009,240	100.0%
miss ⓘ Specialized instructions that deopt.	360	0.0%

Success	Count	Ratio
Success	2,620	100.0%
Failure	0	0.0%

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

CALL_KW

specialization stats for CALL_KW family

COMPARE_OP

specialization stats for COMPARE_OP family

Kind	Count	Ratio
deferred ⓘ Lists the number of "deferred" (i.e. not specialized) instructions executed.	120	0.0%
hit ⓘ Specialized instructions that complete.	12,000,720	100.0%

Success	Count	Ratio
Success	20	50.0%
Failure	20	50.0%

Failure kind	Count	Ratio
bool	20	100.0%

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	23.1%
hit ⓘ Specialized instructions that complete.	540	69.2%

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.	1,200	0.0%
hit ⓘ Specialized instructions that complete.	72,016,620	100.0%

Success	Count	Ratio
Success	2,900	89.0%
Failure	360	11.0%

Failure kind	Count	Ratio
overriding descriptor	140	38.9%
method	140	38.9%
metaclass attribute	20	5.6%

LOAD_GLOBAL

specialization stats for LOAD_GLOBAL family

Kind	Count	Ratio
deopt ⓘ Specialized instructions that deopt.	60	0.0%
hit ⓘ Specialized instructions that complete.	36,007,680	100.0%
miss ⓘ Specialized instructions that deopt.	60	0.0%

Success	Count	Ratio
Success	1,460	100.0%
Failure	0	0.0%

LOAD_SUPER_ATTR

specialization stats for LOAD_SUPER_ATTR family

Kind	Count	Ratio
hit ⓘ Specialized instructions that complete.	480	75.0%

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.	100,136,760	100.0%
hit ⓘ Specialized instructions that complete.	60	0.0%

Success	Count	Ratio
Success	20	0.1%
Failure	24,440	99.9%

Failure kind	Count	Ratio
async generator send	24,440	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.	300	0.0%
hit ⓘ Specialized instructions that complete.	18,004,740	100.0%

Success	Count	Ratio
Success	960	94.1%
Failure	60	5.9%

Failure kind	Count	Ratio
overridden	40	66.7%
overriding descriptor	20	33.3%

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.	180	0.0%
hit ⓘ Specialized instructions that complete.	9,318,060	63.0%
miss ⓘ Specialized instructions that deopt.	5,475,100	37.0%

Success	Count	Ratio
Success	103,960	100.0%
Failure	40	0.0%

Failure kind	Count	Ratio
sequence	40	100.0%

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`.	1,135,098,240	70.2%
Not specialized ⓘ Instructions that could be specialized but aren't, e.g. `LOAD_ATTR`, `BINARY_SLICE`.	124,176,160	7.7%
Specialized hits ⓘ Specialized instructions, e.g. `LOAD_ATTR_MODULE` that complete.	352,817,560	21.8%
Specialized misses ⓘ Specialized instructions, e.g. `LOAD_ATTR_MODULE` that deopt.	5,478,480	0.3%

Deferred by instruction

Breakdown of deferred (not specialized) instruction counts by family

Name	Count	Ratio
SEND	100,136,760	80.7%
BINARY_SLICE	12,000,000	9.7%
BINARY_OP	6,000,360	4.8%
BINARY_SUBSCR	6,000,000	4.8%
LOAD_ATTR	1,200	0.0%
STORE_ATTR	300	0.0%
TO_BOOL	180	0.0%
FOR_ITER	180	0.0%
COMPARE_OP	120	0.0%
STORE_SLICE	0	0.0%

Misses by instruction

Breakdown of misses (specialized deopts) instruction counts by family

Name	Count	Ratio
TO_BOOL_ALWAYS_TRUE	2,737,840	49.9%
TO_BOOL_NONE	2,737,260	49.9%
RESUME	2,960	0.1%
RESUME_CHECK	2,960	0.1%
CALL_METHOD_DESCRIPTOR_NOARGS	240	0.0%
CALL_METHOD_DESCRIPTOR_O	120	0.0%
LOAD_GLOBAL_BUILTIN	60	0.0%
CACHE	0	0.0%
CHECK_EXC_MATCH	0	0.0%
END_ASYNC_FOR	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	118,137,780	83.1%
Calls to Python functions inlined	24,006,420	16.9%
Calls via PyEval_EvalFrame (total)	118,137,780	83.1%
Calls via PyEval_EvalFrame (vector)	18,000,960	12.7%
Calls via PyEval_EvalFrame (generator)	100,136,820	70.4%
Calls via PyEval_EvalFrame (legacy)	0	0.0%
Calls via PyEval_EvalFrame (function vectorcall)	18,000,960	12.7%
Calls via PyEval_EvalFrame (build class)	0	0.0%
Calls via PyEval_EvalFrame (slot)	0	0.0%
Calls via PyEval_EvalFrame (function ex)	0	0.0%
Calls via PyEval_EvalFrame (api)	12,000,060	8.4%
Calls via PyEval_EvalFrame (method)	180	0.0%
Frame objects created	3,932,280	2.8%
Frames pushed	48,007,440	33.8%

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	312,415,360	64.7%
Frees to freelist	312,415,560
Allocations	170,094,540	35.3%
Allocations to 512 bytes	170,094,360	35.3%
Allocations to 4 kbytes	180	0.0%
Allocations over 4 kbytes	0	0.0%
Frees	170,094,692
Inline values	6,000,420
Interpreter mortal increfs	824,105,400	40.6%
Interpreter mortal decrefs	1,164,482,920	44.0%
Mortal increfs	630,264,792	31.0%
Mortal decrefs	772,396,864	29.2%
Interpreter immortal increfs	250,796,940	12.4%
Interpreter immortal decrefs	335,586,300	12.7%
Immortal increfs	324,812,820	16.0%
Immortal decrefs	374,877,888	14.2%
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	5,302
Method cache misses	258
Method cache collisions	325
Method cache dunder hits	6,002,382
Method cache dunder misses	98

GC stats

GC collections and effectiveness

Collected/visits gives some measure of efficiency.

Generation	Collections	Objects collected	Object visits
0	0	0	0
1	3,000	160	89,182,140
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.	22,980
Traces created ⓘ The number of traces that were successfully created.	0	0.0%
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.	0	0.0%
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.	22,980	100.0%
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.	0	0.0%
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
Traces executed ⓘ The number of traces that were executed	94,136,760
Uops executed ⓘ The total number of uops (micro-operations) that were executed	847,230,840	900.0%

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

Trace length histogram

trace length histogram

Range	Count	Ratio
<= 1	0

Optimized trace length histogram

optimized trace length histogram

Range	Count	Ratio
<= 1	0

Trace run length histogram

trace run length histogram

Range	Count	Ratio
<= 1	0	0.0%

Uop execution stats

uop execution stats

Name	Count	Self	Cumulative
_GET_ANEXT	94,136,760	11.1%	11.1%
_EXIT_TRACE	94,136,760	11.1%	22.2%
_SET_IP	94,136,760	11.1%	33.3%
_CHECK_PERIODIC	94,136,760	11.1%	44.4%
_CHECK_VALIDITY	94,136,760	11.1%	55.6%
_CHECK_VALIDITY_AND_SET_IP	94,136,760	11.1%	66.7%
_LOAD_CONST_INLINE_BORROW	94,136,760	11.1%	77.8%
_MAKE_WARM	94,136,760	11.1%	88.9%
_START_EXECUTOR	94,136,760	11.1%	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.

Unsupported opcodes

unsupported opcodes

Opcode	Count
SEND	22,980

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

Stats gathered on: 2024-10-25

Files

bm-20241025-azure-x86_64-brandtbucher-justin_no_externs-3.14.0a1+-64b198a-pystats-async_generators.md

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History

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File metadata and controls

Pystats results

Execution counts

Pair counts

Predecessor/Successor Pairs

BINARY_SLICE

CACHE

BINARY_SUBSCR

CHECK_EXC_MATCH

END_ASYNC_FOR

END_SEND

EXIT_INIT_CHECK

GET_AITER

GET_ANEXT

GET_ITER

INTERPRETER_EXIT

MAKE_FUNCTION

NOP

POP_EXCEPT

POP_TOP

PUSH_EXC_INFO

PUSH_NULL

RETURN_GENERATOR

RETURN_VALUE

STORE_SUBSCR

TO_BOOL

UNARY_INVERT

UNARY_NOT

BINARY_OP

BUILD_LIST

BUILD_MAP

BUILD_TUPLE

CALL

CALL_FUNCTION_EX

CALL_INTRINSIC_1

CALL_KW

COMPARE_OP

CONTAINS_OP

COPY

COPY_FREE_VARS

DICT_MERGE

FOR_ITER

GET_AWAITABLE

IMPORT_NAME

IS_OP

JUMP_BACKWARD

JUMP_BACKWARD_NO_INTERRUPT

JUMP_FORWARD

LIST_EXTEND

LOAD_ATTR

LOAD_CONST

LOAD_DEREF

LOAD_FAST

LOAD_FAST_LOAD_FAST

LOAD_GLOBAL

LOAD_SUPER_ATTR

MAKE_CELL

POP_JUMP_IF_FALSE

POP_JUMP_IF_NONE

POP_JUMP_IF_NOT_NONE

POP_JUMP_IF_TRUE

RAISE_VARARGS

RERAISE

RETURN_CONST

SEND

SET_FUNCTION_ATTRIBUTE

STORE_ATTR

STORE_DEREF

STORE_FAST

STORE_FAST_STORE_FAST

SWAP

UNPACK_SEQUENCE

YIELD_VALUE

BINARY_OP_ADD_FLOAT

BINARY_OP_ADD_INT