Skip to content

Latest commit

 

History

History
5646 lines (5124 loc) · 100 KB

bm-20250205-azure-x86_64-python-cdcacec79f7a216c3c98-3.14.0a4+-cdcacec-pystats-pidigits.md

File metadata and controls

5646 lines (5124 loc) · 100 KB

Pystats results

  • benchmark: pidigits
  • fork: python
  • ref: cdcacec79f7a216c3c988baa4dc31ce4e76c97ac
  • commit hash: cdcacec
  • commit date: 2025-02-05T11:38:30-08:00

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 8,050,980 16.8% 16.8%
BINARY_OP_MULTIPLY_INT 6,615,300 13.8% 30.6%
LOAD_FAST_LOAD_FAST 5,699,400 11.9% 42.4%
BINARY_OP_ADD_INT 4,422,900 9.2% 51.7%
STORE_FAST_STORE_FAST 4,144,860 8.6% 60.3%
LOAD_SMALL_INT 3,386,880 7.1% 67.3%
RESUME_CHECK 2,072,880 4.3% 71.7%
UNPACK_SEQUENCE_TUPLE 2,072,400 4.3% 76.0%
RETURN_VALUE 1,952,880 4.1% 80.1%
LOAD_GLOBAL_MODULE 1,554,780 3.2% 83.3%
CALL_PY_EXACT_ARGS 1,554,660 3.2% 86.5%
STORE_FAST 1,037,100 2.2% 88.7%
BINARY_OP 1,036,460 2.2% 90.9%
BUILD_TUPLE 1,036,320 2.2% 93.0%
POP_JUMP_IF_FALSE 518,220 1.1% 94.1%
INTERPRETER_EXIT 518,160 1.1% 95.2%
COMPARE_OP_INT 518,160 1.1% 96.2%
JUMP_BACKWARD_NO_JIT 518,100 1.1% 97.3%
LOAD_GLOBAL_BUILTIN 398,220 0.8% 98.2%
CALL_BUILTIN_FAST 398,100 0.8% 99.0%
POP_TOP 120,360 0.3% 99.2%
LOAD_CONST_MORTAL 120,240 0.3% 99.5%
NOP 120,060 0.3% 99.7%
YIELD_VALUE 120,000 0.3% 100.0%
LOAD_CONST_IMMORTAL 600 0.0% 100.0%
PUSH_NULL 480 0.0% 100.0%
CALL_NON_PY_GENERAL 480 0.0% 100.0%
CALL 380 0.0% 100.0%
LOAD_ATTR 280 0.0% 100.0%
LOAD_ATTR_INSTANCE_VALUE 240 0.0% 100.0%
LOAD_GLOBAL 200 0.0% 100.0%
LOAD_ATTR_MODULE 180 0.0% 100.0%
MAKE_FUNCTION 120 0.0% 100.0%
CALL_BUILTIN_CLASS 120 0.0% 100.0%
LOAD_ATTR_METHOD_NO_DICT 120 0.0% 100.0%
LOAD_ATTR_METHOD_WITH_VALUES 120 0.0% 100.0%
TO_BOOL 100 0.0% 100.0%
CALL_FUNCTION_EX 60 0.0% 100.0%
POP_ITER 60 0.0% 100.0%
RETURN_GENERATOR 60 0.0% 100.0%
COPY_FREE_VARS 60 0.0% 100.0%
FOR_ITER 60 0.0% 100.0%
IS_OP 60 0.0% 100.0%
JUMP_FORWARD 60 0.0% 100.0%
LOAD_DEREF 60 0.0% 100.0%
MAKE_CELL 60 0.0% 100.0%
POP_JUMP_IF_NOT_NONE 60 0.0% 100.0%
POP_JUMP_IF_TRUE 60 0.0% 100.0%
SET_FUNCTION_ATTRIBUTE 60 0.0% 100.0%
STORE_DEREF 60 0.0% 100.0%
BINARY_OP_SUBTRACT_FLOAT 60 0.0% 100.0%
BINARY_SUBSCR_TUPLE_INT 60 0.0% 100.0%
CALL_METHOD_DESCRIPTOR_NOARGS 60 0.0% 100.0%
CALL_METHOD_DESCRIPTOR_O 60 0.0% 100.0%
CALL_PY_GENERAL 60 0.0% 100.0%
TO_BOOL_BOOL 60 0.0% 100.0%
UNPACK_SEQUENCE_TWO_TUPLE 60 0.0% 100.0%
BINARY_SUBSCR 20 0.0% 100.0%
COMPARE_OP 20 0.0% 100.0%
UNPACK_SEQUENCE 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_FAST BINARY_OP_MULTIPLY_INT 5,699,100 11.9% 11.9%
LOAD_FAST BINARY_OP_ADD_INT 2,072,400 4.3% 16.2%
LOAD_FAST UNPACK_SEQUENCE_TUPLE 2,072,400 4.3% 20.5%
STORE_FAST_STORE_FAST STORE_FAST_STORE_FAST 2,072,400 4.3% 24.8%
BINARY_OP_ADD_INT LOAD_FAST_LOAD_FAST 2,072,400 4.3% 29.1%
BINARY_OP_MULTIPLY_INT LOAD_FAST 2,072,400 4.3% 33.5%
BINARY_OP_MULTIPLY_INT LOAD_FAST_LOAD_FAST 2,072,400 4.3% 37.8%
UNPACK_SEQUENCE_TUPLE STORE_FAST_STORE_FAST 2,072,400 4.3% 42.1%
RESUME_CHECK LOAD_FAST 1,952,580 4.1% 46.2%
CALL_PY_EXACT_ARGS RESUME_CHECK 1,554,540 3.2% 49.4%
STORE_FAST_STORE_FAST LOAD_FAST_LOAD_FAST 1,554,300 3.2% 52.6%
BINARY_OP_MULTIPLY_INT BINARY_OP_ADD_INT 1,554,300 3.2% 55.9%
LOAD_FAST LOAD_SMALL_INT 1,434,420 3.0% 58.9%
LOAD_GLOBAL_MODULE LOAD_FAST 1,434,300 3.0% 61.9%
RETURN_VALUE STORE_FAST 1,036,440 2.2% 64.0%
BINARY_OP RETURN_VALUE 1,036,200 2.2% 66.2%
LOAD_SMALL_INT CALL_PY_EXACT_ARGS 1,036,200 2.2% 68.3%
BINARY_OP_ADD_INT BINARY_OP 1,036,200 2.2% 70.5%
BUILD_TUPLE RETURN_VALUE 916,200 1.9% 72.4%
LOAD_FAST BINARY_OP_MULTIPLY_INT 916,200 1.9% 74.3%
BINARY_OP_ADD_INT BUILD_TUPLE 916,200 1.9% 76.2%
BINARY_OP_MULTIPLY_INT LOAD_SMALL_INT 916,200 1.9% 78.1%
LOAD_SMALL_INT LOAD_FAST 796,200 1.7% 79.8%
LOAD_SMALL_INT BINARY_OP_ADD_INT 796,200 1.7% 81.5%
CACHE RESUME_CHECK 518,160 1.1% 82.5%
STORE_FAST_STORE_FAST LOAD_FAST 518,160 1.1% 83.6%
COMPARE_OP_INT POP_JUMP_IF_FALSE 518,160 1.1% 84.7%
RETURN_VALUE COMPARE_OP_INT 518,100 1.1% 85.8%
LOAD_FAST LOAD_GLOBAL_MODULE 518,100 1.1% 86.9%
LOAD_SMALL_INT LOAD_SMALL_INT 518,100 1.1% 87.9%
POP_JUMP_IF_FALSE LOAD_GLOBAL_MODULE 518,100 1.1% 89.0%
STORE_FAST LOAD_GLOBAL_MODULE 398,180 0.8% 89.8%
RETURN_VALUE INTERPRETER_EXIT 398,160 0.8% 90.7%
LOAD_FAST CALL_BUILTIN_FAST 398,100 0.8% 91.5%
LOAD_FAST LOAD_GLOBAL_BUILTIN 398,100 0.8% 92.3%
STORE_FAST JUMP_BACKWARD_NO_JIT 398,100 0.8% 93.2%
BINARY_OP_ADD_INT LOAD_SMALL_INT 398,100 0.8% 94.0%
CALL_BUILTIN_FAST CALL_PY_EXACT_ARGS 398,100 0.8% 94.8%
JUMP_BACKWARD_NO_JIT LOAD_FAST 398,100 0.8% 95.6%
LOAD_GLOBAL_BUILTIN LOAD_FAST 398,100 0.8% 96.5%
STORE_FAST LOAD_FAST 240,420 0.5% 97.0%
LOAD_GLOBAL_MODULE LOAD_SMALL_INT 120,060 0.3% 97.2%
NOP LOAD_GLOBAL_MODULE 120,000 0.3% 97.5%
POP_TOP JUMP_BACKWARD_NO_JIT 120,000 0.3% 97.7%
BUILD_TUPLE LOAD_FAST 120,000 0.3% 98.0%
LOAD_FAST YIELD_VALUE 120,000 0.3% 98.2%
LOAD_FAST CALL_PY_EXACT_ARGS 120,000 0.3% 98.5%
LOAD_SMALL_INT BUILD_TUPLE 120,000 0.3% 98.7%
LOAD_SMALL_INT LOAD_CONST_MORTAL 120,000 0.3% 99.0%
YIELD_VALUE INTERPRETER_EXIT 120,000 0.3% 99.2%
LOAD_CONST_MORTAL LOAD_FAST 120,000 0.3% 99.5%
JUMP_BACKWARD_NO_JIT NOP 119,940 0.2% 99.7%
RESUME_CHECK POP_TOP 119,940 0.2% 100.0%
LOAD_FAST PUSH_NULL 360 0.0% 100.0%
BINARY_OP BINARY_OP 240 0.0% 100.0%
PUSH_NULL CALL_NON_PY_GENERAL 200 0.0% 100.0%
POP_TOP LOAD_CONST_IMMORTAL 180 0.0% 100.0%
RETURN_VALUE POP_TOP 180 0.0% 100.0%
STORE_FAST LOAD_CONST_IMMORTAL 180 0.0% 100.0%
LOAD_CONST_IMMORTAL RETURN_VALUE 180 0.0% 100.0%
CALL CALL_NON_PY_GENERAL 160 0.0% 100.0%
LOAD_GLOBAL LOAD_GLOBAL_MODULE 160 0.0% 100.0%
LOAD_FAST LOAD_ATTR 140 0.0% 100.0%
LOAD_FAST LOAD_ATTR_INSTANCE_VALUE 140 0.0% 100.0%
POP_TOP LOAD_FAST 120 0.0% 100.0%
CALL CALL_PY_EXACT_ARGS 120 0.0% 100.0%
LOAD_FAST RETURN_VALUE 120 0.0% 100.0%
LOAD_FAST LOAD_CONST_IMMORTAL 120 0.0% 100.0%
POP_JUMP_IF_FALSE LOAD_FAST 120 0.0% 100.0%
CALL_BUILTIN_CLASS RETURN_VALUE 120 0.0% 100.0%
CALL_NON_PY_GENERAL POP_TOP 120 0.0% 100.0%
LOAD_ATTR_MODULE PUSH_NULL 120 0.0% 100.0%
LOAD_CONST_IMMORTAL STORE_FAST 120 0.0% 100.0%
LOAD_CONST_IMMORTAL LOAD_CONST_IMMORTAL 120 0.0% 100.0%
LOAD_CONST_MORTAL MAKE_FUNCTION 120 0.0% 100.0%
LOAD_CONST_MORTAL STORE_FAST 120 0.0% 100.0%
LOAD_GLOBAL_MODULE LOAD_ATTR_MODULE 120 0.0% 100.0%
RESUME_CHECK LOAD_GLOBAL_MODULE 120 0.0% 100.0%
PUSH_NULL CALL 100 0.0% 100.0%
RESUME_CHECK LOAD_GLOBAL 100 0.0% 100.0%
LOAD_FAST LOAD_ATTR_METHOD_WITH_VALUES 80 0.0% 100.0%
LOAD_FAST_LOAD_FAST CALL_PY_EXACT_ARGS 80 0.0% 100.0%
CALL_NON_PY_GENERAL CALL_BUILTIN_CLASS 80 0.0% 100.0%
LOAD_ATTR_INSTANCE_VALUE LOAD_ATTR_METHOD_NO_DICT 80 0.0% 100.0%
LOAD_GLOBAL_MODULE CALL_PY_EXACT_ARGS 80 0.0% 100.0%
RESUME_CHECK LOAD_GLOBAL_BUILTIN 80 0.0% 100.0%
CACHE POP_TOP 60 0.0% 100.0%
MAKE_FUNCTION SET_FUNCTION_ATTRIBUTE 60 0.0% 100.0%
NOP LOAD_FAST 60 0.0% 100.0%
POP_ITER LOAD_FAST 60 0.0% 100.0%
POP_TOP RESUME_CHECK 60 0.0% 100.0%
PUSH_NULL CALL_FUNCTION_EX 60 0.0% 100.0%
PUSH_NULL LOAD_FAST 60 0.0% 100.0%
PUSH_NULL LOAD_FAST_LOAD_FAST 60 0.0% 100.0%
RETURN_GENERATOR LOAD_FAST 60 0.0% 100.0%
TO_BOOL POP_JUMP_IF_FALSE 60 0.0% 100.0%
BUILD_TUPLE LOAD_CONST_MORTAL 60 0.0% 100.0%
COPY_FREE_VARS RESUME_CHECK 60 0.0% 100.0%
FOR_ITER POP_ITER 60 0.0% 100.0%
IS_OP STORE_FAST 60 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.

CACHE

Successors and predecessors for CACHE
Successors Count Percentage
RESUME_CHECK 518,160 100.0%
POP_TOP 60 0.0%

BINARY_SUBSCR

Successors and predecessors for BINARY_SUBSCR
Predecessors Count Percentage
LOAD_SMALL_INT 20 100.0%
Successors Count Percentage
BINARY_SUBSCR_TUPLE_INT 20 100.0%

CALL_FUNCTION_EX

Successors and predecessors for CALL_FUNCTION_EX
Predecessors Count Percentage
PUSH_NULL 60 100.0%

INTERPRETER_EXIT

Successors and predecessors for INTERPRETER_EXIT
Predecessors Count Percentage
RETURN_VALUE 398,160 76.8%
YIELD_VALUE 120,000 23.2%

MAKE_FUNCTION

Successors and predecessors for MAKE_FUNCTION
Predecessors Count Percentage
LOAD_CONST_MORTAL 120 100.0%
Successors Count Percentage
SET_FUNCTION_ATTRIBUTE 60 50.0%
LOAD_GLOBAL_MODULE 40 33.3%
LOAD_GLOBAL 20 16.7%

NOP

Successors and predecessors for NOP
Predecessors Count Percentage
JUMP_BACKWARD_NO_JIT 119,940 99.9%
POP_JUMP_IF_TRUE 60 0.0%
STORE_FAST 60 0.0%
Successors Count Percentage
LOAD_GLOBAL_MODULE 120,000 100.0%
LOAD_FAST 60 0.0%

POP_ITER

Successors and predecessors for POP_ITER
Predecessors Count Percentage
FOR_ITER 60 100.0%
Successors Count Percentage
LOAD_FAST 60 100.0%

POP_TOP

Successors and predecessors for POP_TOP
Predecessors Count Percentage
RESUME_CHECK 119,940 99.7%
RETURN_VALUE 180 0.1%
CALL_NON_PY_GENERAL 120 0.1%
CACHE 60 0.0%
CALL_METHOD_DESCRIPTOR_O 60 0.0%
Successors Count Percentage
JUMP_BACKWARD_NO_JIT 120,000 99.7%
LOAD_CONST_IMMORTAL 180 0.1%
LOAD_FAST 120 0.1%
RESUME_CHECK 60 0.0%

PUSH_NULL

Successors and predecessors for PUSH_NULL
Predecessors Count Percentage
LOAD_FAST 360 75.0%
LOAD_ATTR_MODULE 120 25.0%
Successors Count Percentage
CALL_NON_PY_GENERAL 200 41.7%
CALL 100 20.8%
CALL_FUNCTION_EX 60 12.5%
LOAD_FAST 60 12.5%
LOAD_FAST_LOAD_FAST 60 12.5%

RETURN_GENERATOR

Successors and predecessors for RETURN_GENERATOR
Predecessors Count Percentage
CALL_PY_EXACT_ARGS 60 100.0%
Successors Count Percentage
LOAD_FAST 60 100.0%

RETURN_VALUE

Successors and predecessors for RETURN_VALUE
Predecessors Count Percentage
BINARY_OP 1,036,200 53.1%
BUILD_TUPLE 916,200 46.9%
LOAD_CONST_IMMORTAL 180 0.0%
LOAD_FAST 120 0.0%
CALL_BUILTIN_CLASS 120 0.0%
Successors Count Percentage
STORE_FAST 1,036,440 53.1%
COMPARE_OP_INT 518,100 26.5%
INTERPRETER_EXIT 398,160 20.4%
POP_TOP 180 0.0%

TO_BOOL

Successors and predecessors for TO_BOOL
Predecessors Count Percentage
LOAD_ATTR_INSTANCE_VALUE 60 60.0%
TO_BOOL 20 20.0%
LOAD_FAST 20 20.0%
Successors Count Percentage
POP_JUMP_IF_FALSE 60 60.0%
TO_BOOL 20 20.0%
TO_BOOL_BOOL 20 20.0%

BINARY_OP

Successors and predecessors for BINARY_OP
Predecessors Count Percentage
BINARY_OP_ADD_INT 1,036,200 100.0%
BINARY_OP 240 0.0%
LOAD_FAST 20 0.0%
Successors Count Percentage
RETURN_VALUE 1,036,200 100.0%
BINARY_OP 240 0.0%
BINARY_OP_SUBTRACT_FLOAT 20 0.0%

BUILD_TUPLE

Successors and predecessors for BUILD_TUPLE
Predecessors Count Percentage
BINARY_OP_ADD_INT 916,200 88.4%
LOAD_SMALL_INT 120,000 11.6%
LOAD_FAST 60 0.0%
LOAD_FAST_LOAD_FAST 60 0.0%
Successors Count Percentage
RETURN_VALUE 916,200 88.4%
LOAD_FAST 120,000 11.6%
LOAD_CONST_MORTAL 60 0.0%
CALL_METHOD_DESCRIPTOR_O 40 0.0%
CALL 20 0.0%

CALL

Successors and predecessors for CALL
Predecessors Count Percentage
PUSH_NULL 100 26.3%
LOAD_FAST_LOAD_FAST 60 15.8%
CALL_NON_PY_GENERAL 40 10.5%
LOAD_CONST_IMMORTAL 40 10.5%
LOAD_GLOBAL_MODULE 40 10.5%
Successors Count Percentage
CALL_NON_PY_GENERAL 160 42.1%
CALL_PY_EXACT_ARGS 120 31.6%
CALL_BUILTIN_CLASS 40 10.5%
CALL_METHOD_DESCRIPTOR_NOARGS 20 5.3%
CALL_METHOD_DESCRIPTOR_O 20 5.3%

COMPARE_OP

Successors and predecessors for COMPARE_OP
Predecessors Count Percentage
LOAD_SMALL_INT 20 100.0%
Successors Count Percentage
COMPARE_OP_INT 20 100.0%

COPY_FREE_VARS

Successors and predecessors for COPY_FREE_VARS
Predecessors Count Percentage
CALL_PY_EXACT_ARGS 60 100.0%
Successors Count Percentage
RESUME_CHECK 60 100.0%

FOR_ITER

Successors and predecessors for FOR_ITER
Predecessors Count Percentage
JUMP_BACKWARD_NO_JIT 60 100.0%
Successors Count Percentage
POP_ITER 60 100.0%

IS_OP

Successors and predecessors for IS_OP
Predecessors Count Percentage
LOAD_CONST_IMMORTAL 60 100.0%
Successors Count Percentage
STORE_FAST 60 100.0%

JUMP_FORWARD

Successors and predecessors for JUMP_FORWARD
Predecessors Count Percentage
STORE_FAST 60 100.0%
Successors Count Percentage
LOAD_FAST 60 100.0%

LOAD_ATTR

Successors and predecessors for LOAD_ATTR
Predecessors Count Percentage
LOAD_FAST 140 50.0%
LOAD_GLOBAL_MODULE 60 21.4%
LOAD_ATTR_INSTANCE_VALUE 40 14.3%
LOAD_ATTR 20 7.1%
LOAD_FAST_LOAD_FAST 20 7.1%
Successors Count Percentage
LOAD_FAST_LOAD_FAST 60 21.4%
LOAD_ATTR_INSTANCE_VALUE 60 21.4%
LOAD_ATTR_MODULE 60 21.4%
LOAD_ATTR_METHOD_NO_DICT 40 14.3%
LOAD_ATTR_METHOD_WITH_VALUES 40 14.3%

LOAD_DEREF

Successors and predecessors for LOAD_DEREF
Predecessors Count Percentage
STORE_FAST 60 100.0%
Successors Count Percentage
STORE_FAST 60 100.0%

LOAD_FAST

Successors and predecessors for LOAD_FAST
Predecessors Count Percentage
BINARY_OP_MULTIPLY_INT 2,072,400 25.7%
RESUME_CHECK 1,952,580 24.3%
LOAD_GLOBAL_MODULE 1,434,300 17.8%
LOAD_SMALL_INT 796,200 9.9%
STORE_FAST_STORE_FAST 518,160 6.4%
Successors Count Percentage
BINARY_OP_ADD_INT 2,072,400 25.7%
UNPACK_SEQUENCE_TUPLE 2,072,400 25.7%
LOAD_SMALL_INT 1,434,420 17.8%
BINARY_OP_MULTIPLY_INT 916,200 11.4%
LOAD_GLOBAL_MODULE 518,100 6.4%

LOAD_FAST_LOAD_FAST

Successors and predecessors for LOAD_FAST_LOAD_FAST
Predecessors Count Percentage
BINARY_OP_ADD_INT 2,072,400 36.4%
BINARY_OP_MULTIPLY_INT 2,072,400 36.4%
STORE_FAST_STORE_FAST 1,554,300 27.3%
PUSH_NULL 60 0.0%
LOAD_ATTR 60 0.0%
Successors Count Percentage
BINARY_OP_MULTIPLY_INT 5,699,100 100.0%
CALL_PY_EXACT_ARGS 80 0.0%
BUILD_TUPLE 60 0.0%
CALL 60 0.0%
CALL_NON_PY_GENERAL 40 0.0%

LOAD_GLOBAL

Successors and predecessors for LOAD_GLOBAL
Predecessors Count Percentage
RESUME_CHECK 100 50.0%
STORE_FAST 40 20.0%
MAKE_FUNCTION 20 10.0%
LOAD_GLOBAL_BUILTIN 20 10.0%
LOAD_GLOBAL_MODULE 20 10.0%
Successors Count Percentage
LOAD_GLOBAL_MODULE 160 80.0%
LOAD_GLOBAL_BUILTIN 40 20.0%

LOAD_SMALL_INT

Successors and predecessors for LOAD_SMALL_INT
Predecessors Count Percentage
LOAD_FAST 1,434,420 42.4%
BINARY_OP_MULTIPLY_INT 916,200 27.1%
LOAD_SMALL_INT 518,100 15.3%
BINARY_OP_ADD_INT 398,100 11.8%
LOAD_GLOBAL_MODULE 120,060 3.5%
Successors Count Percentage
CALL_PY_EXACT_ARGS 1,036,200 30.6%
LOAD_FAST 796,200 23.5%
BINARY_OP_ADD_INT 796,200 23.5%
LOAD_SMALL_INT 518,100 15.3%
BUILD_TUPLE 120,000 3.5%

MAKE_CELL

Successors and predecessors for MAKE_CELL
Predecessors Count Percentage
CALL_PY_GENERAL 60 100.0%
Successors Count Percentage
RESUME_CHECK 60 100.0%

POP_JUMP_IF_FALSE

Successors and predecessors for POP_JUMP_IF_FALSE
Predecessors Count Percentage
COMPARE_OP_INT 518,160 100.0%
TO_BOOL 60 0.0%
Successors Count Percentage
LOAD_GLOBAL_MODULE 518,100 100.0%
LOAD_FAST 120 0.0%

POP_JUMP_IF_NOT_NONE

Successors and predecessors for POP_JUMP_IF_NOT_NONE
Predecessors Count Percentage
LOAD_FAST 60 100.0%
Successors Count Percentage
LOAD_CONST_MORTAL 60 100.0%

POP_JUMP_IF_TRUE

Successors and predecessors for POP_JUMP_IF_TRUE
Predecessors Count Percentage
TO_BOOL_BOOL 60 100.0%
Successors Count Percentage
NOP 60 100.0%

SET_FUNCTION_ATTRIBUTE

Successors and predecessors for SET_FUNCTION_ATTRIBUTE
Predecessors Count Percentage
MAKE_FUNCTION 60 100.0%
Successors Count Percentage
STORE_FAST 60 100.0%

STORE_DEREF

Successors and predecessors for STORE_DEREF
Predecessors Count Percentage
CALL_NON_PY_GENERAL 60 100.0%
Successors Count Percentage
LOAD_FAST 60 100.0%

STORE_FAST

Successors and predecessors for STORE_FAST
Predecessors Count Percentage
RETURN_VALUE 1,036,440 99.9%
LOAD_CONST_IMMORTAL 120 0.0%
LOAD_CONST_MORTAL 120 0.0%
IS_OP 60 0.0%
LOAD_DEREF 60 0.0%
Successors Count Percentage
LOAD_GLOBAL_MODULE 398,180 38.4%
JUMP_BACKWARD_NO_JIT 398,100 38.4%
LOAD_FAST 240,420 23.2%
LOAD_CONST_IMMORTAL 180 0.0%
NOP 60 0.0%

STORE_FAST_STORE_FAST

Successors and predecessors for STORE_FAST_STORE_FAST
Predecessors Count Percentage
STORE_FAST_STORE_FAST 2,072,400 50.0%
UNPACK_SEQUENCE_TUPLE 2,072,400 50.0%
UNPACK_SEQUENCE_TWO_TUPLE 60 0.0%
Successors Count Percentage
STORE_FAST_STORE_FAST 2,072,400 50.0%
LOAD_FAST_LOAD_FAST 1,554,300 37.5%
LOAD_FAST 518,160 12.5%

UNPACK_SEQUENCE

Successors and predecessors for UNPACK_SEQUENCE
Predecessors Count Percentage
CALL_METHOD_DESCRIPTOR_NOARGS 20 100.0%
Successors Count Percentage
UNPACK_SEQUENCE_TWO_TUPLE 20 100.0%

YIELD_VALUE

Successors and predecessors for YIELD_VALUE
Predecessors Count Percentage
LOAD_FAST 120,000 100.0%
Successors Count Percentage
INTERPRETER_EXIT 120,000 100.0%

BINARY_OP_ADD_INT

Successors and predecessors for BINARY_OP_ADD_INT
Predecessors Count Percentage
LOAD_FAST 2,072,400 46.9%
BINARY_OP_MULTIPLY_INT 1,554,300 35.1%
LOAD_SMALL_INT 796,200 18.0%
Successors Count Percentage
LOAD_FAST_LOAD_FAST 2,072,400 46.9%
BINARY_OP 1,036,200 23.4%
BUILD_TUPLE 916,200 20.7%
LOAD_SMALL_INT 398,100 9.0%

BINARY_OP_MULTIPLY_INT

Successors and predecessors for BINARY_OP_MULTIPLY_INT
Predecessors Count Percentage
LOAD_FAST_LOAD_FAST 5,699,100 86.2%
LOAD_FAST 916,200 13.8%
Successors Count Percentage
LOAD_FAST 2,072,400 31.3%
LOAD_FAST_LOAD_FAST 2,072,400 31.3%
BINARY_OP_ADD_INT 1,554,300 23.5%
LOAD_SMALL_INT 916,200 13.8%

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_SUBSCR_TUPLE_INT

Successors and predecessors for BINARY_SUBSCR_TUPLE_INT
Predecessors Count Percentage
LOAD_SMALL_INT 40 66.7%
BINARY_SUBSCR 20 33.3%
Successors Count Percentage
STORE_FAST 60 100.0%

CALL_BUILTIN_CLASS

Successors and predecessors for CALL_BUILTIN_CLASS
Predecessors Count Percentage
CALL_NON_PY_GENERAL 80 66.7%
CALL 40 33.3%
Successors Count Percentage
RETURN_VALUE 120 100.0%

CALL_BUILTIN_FAST

Successors and predecessors for CALL_BUILTIN_FAST
Predecessors Count Percentage
LOAD_FAST 398,100 100.0%
Successors Count Percentage
CALL_PY_EXACT_ARGS 398,100 100.0%

CALL_METHOD_DESCRIPTOR_NOARGS

Successors and predecessors for CALL_METHOD_DESCRIPTOR_NOARGS
Predecessors Count Percentage
LOAD_ATTR_METHOD_NO_DICT 40 66.7%
CALL 20 33.3%
Successors Count Percentage
UNPACK_SEQUENCE_TWO_TUPLE 40 66.7%
UNPACK_SEQUENCE 20 33.3%

CALL_METHOD_DESCRIPTOR_O

Successors and predecessors for CALL_METHOD_DESCRIPTOR_O
Predecessors Count Percentage
BUILD_TUPLE 40 66.7%
CALL 20 33.3%
Successors Count Percentage
POP_TOP 60 100.0%

CALL_NON_PY_GENERAL

Successors and predecessors for CALL_NON_PY_GENERAL
Predecessors Count Percentage
PUSH_NULL 200 41.7%
CALL 160 33.3%
LOAD_FAST 40 8.3%
LOAD_FAST_LOAD_FAST 40 8.3%
LOAD_SMALL_INT 40 8.3%
Successors Count Percentage
POP_TOP 120 25.0%
CALL_BUILTIN_CLASS 80 16.7%
RETURN_VALUE 60 12.5%
LOAD_FAST 60 12.5%
STORE_DEREF 60 12.5%

CALL_PY_EXACT_ARGS

Successors and predecessors for CALL_PY_EXACT_ARGS
Predecessors Count Percentage
LOAD_SMALL_INT 1,036,200 66.7%
CALL_BUILTIN_FAST 398,100 25.6%
LOAD_FAST 120,000 7.7%
CALL 120 0.0%
LOAD_FAST_LOAD_FAST 80 0.0%
Successors Count Percentage
RESUME_CHECK 1,554,540 100.0%
RETURN_GENERATOR 60 0.0%
COPY_FREE_VARS 60 0.0%

CALL_PY_GENERAL

Successors and predecessors for CALL_PY_GENERAL
Predecessors Count Percentage
LOAD_CONST_IMMORTAL 40 66.7%
CALL 20 33.3%
Successors Count Percentage
MAKE_CELL 60 100.0%

COMPARE_OP_INT

Successors and predecessors for COMPARE_OP_INT
Predecessors Count Percentage
RETURN_VALUE 518,100 100.0%
LOAD_SMALL_INT 40 0.0%
COMPARE_OP 20 0.0%
Successors Count Percentage
POP_JUMP_IF_FALSE 518,160 100.0%

JUMP_BACKWARD_NO_JIT

Successors and predecessors for JUMP_BACKWARD_NO_JIT
Predecessors Count Percentage
STORE_FAST 398,100 76.8%
POP_TOP 120,000 23.2%
Successors Count Percentage
LOAD_FAST 398,100 76.8%
NOP 119,940 23.1%
FOR_ITER 60 0.0%

LOAD_ATTR_INSTANCE_VALUE

Successors and predecessors for LOAD_ATTR_INSTANCE_VALUE
Predecessors Count Percentage
LOAD_FAST 140 58.3%
LOAD_ATTR 60 25.0%
LOAD_FAST_LOAD_FAST 40 16.7%
Successors Count Percentage
LOAD_ATTR_METHOD_NO_DICT 80 33.3%
TO_BOOL 60 25.0%
LOAD_ATTR 40 16.7%
CALL_PY_EXACT_ARGS 40 16.7%
CALL 20 8.3%

LOAD_ATTR_METHOD_NO_DICT

Successors and predecessors for LOAD_ATTR_METHOD_NO_DICT
Predecessors Count Percentage
LOAD_ATTR_INSTANCE_VALUE 80 66.7%
LOAD_ATTR 40 33.3%
Successors Count Percentage
LOAD_FAST_LOAD_FAST 60 50.0%
CALL_METHOD_DESCRIPTOR_NOARGS 40 33.3%
CALL 20 16.7%

LOAD_ATTR_METHOD_WITH_VALUES

Successors and predecessors for LOAD_ATTR_METHOD_WITH_VALUES
Predecessors Count Percentage
LOAD_FAST 80 66.7%
LOAD_ATTR 40 33.3%
Successors Count Percentage
LOAD_FAST 60 50.0%
LOAD_FAST_LOAD_FAST 60 50.0%

LOAD_ATTR_MODULE

Successors and predecessors for LOAD_ATTR_MODULE
Predecessors Count Percentage
LOAD_GLOBAL_MODULE 120 66.7%
LOAD_ATTR 60 33.3%
Successors Count Percentage
PUSH_NULL 120 66.7%
STORE_FAST 60 33.3%

LOAD_CONST_IMMORTAL

Successors and predecessors for LOAD_CONST_IMMORTAL
Predecessors Count Percentage
POP_TOP 180 30.0%
STORE_FAST 180 30.0%
LOAD_FAST 120 20.0%
LOAD_CONST_IMMORTAL 120 20.0%
Successors Count Percentage
RETURN_VALUE 180 30.0%
STORE_FAST 120 20.0%
LOAD_CONST_IMMORTAL 120 20.0%
IS_OP 60 10.0%
CALL 40 6.7%

LOAD_CONST_MORTAL

Successors and predecessors for LOAD_CONST_MORTAL
Predecessors Count Percentage
LOAD_SMALL_INT 120,000 99.8%
BUILD_TUPLE 60 0.0%
POP_JUMP_IF_NOT_NONE 60 0.0%
LOAD_GLOBAL_BUILTIN 60 0.0%
RESUME_CHECK 60 0.0%
Successors Count Percentage
LOAD_FAST 120,000 99.8%
MAKE_FUNCTION 120 0.1%
STORE_FAST 120 0.1%

LOAD_GLOBAL_BUILTIN

Successors and predecessors for LOAD_GLOBAL_BUILTIN
Predecessors Count Percentage
LOAD_FAST 398,100 100.0%
RESUME_CHECK 80 0.0%
LOAD_GLOBAL 40 0.0%
Successors Count Percentage
LOAD_FAST 398,100 100.0%
LOAD_CONST_MORTAL 60 0.0%
LOAD_GLOBAL_MODULE 40 0.0%
LOAD_GLOBAL 20 0.0%

LOAD_GLOBAL_MODULE

Successors and predecessors for LOAD_GLOBAL_MODULE
Predecessors Count Percentage
LOAD_FAST 518,100 33.3%
POP_JUMP_IF_FALSE 518,100 33.3%
STORE_FAST 398,180 25.6%
NOP 120,000 7.7%
LOAD_GLOBAL 160 0.0%
Successors Count Percentage
LOAD_FAST 1,434,300 92.3%
LOAD_SMALL_INT 120,060 7.7%
LOAD_ATTR_MODULE 120 0.0%
CALL_PY_EXACT_ARGS 80 0.0%
LOAD_ATTR 60 0.0%

RESUME_CHECK

Successors and predecessors for RESUME_CHECK
Predecessors Count Percentage
CALL_PY_EXACT_ARGS 1,554,540 75.0%
CACHE 518,160 25.0%
POP_TOP 60 0.0%
COPY_FREE_VARS 60 0.0%
MAKE_CELL 60 0.0%
Successors Count Percentage
LOAD_FAST 1,952,580 94.2%
POP_TOP 119,940 5.8%
LOAD_GLOBAL_MODULE 120 0.0%
LOAD_GLOBAL 100 0.0%
LOAD_GLOBAL_BUILTIN 80 0.0%

TO_BOOL_BOOL

Successors and predecessors for TO_BOOL_BOOL
Predecessors Count Percentage
LOAD_FAST 40 66.7%
TO_BOOL 20 33.3%
Successors Count Percentage
POP_JUMP_IF_TRUE 60 100.0%

UNPACK_SEQUENCE_TUPLE

Successors and predecessors for UNPACK_SEQUENCE_TUPLE
Predecessors Count Percentage
LOAD_FAST 2,072,400 100.0%
Successors Count Percentage
STORE_FAST_STORE_FAST 2,072,400 100.0%

UNPACK_SEQUENCE_TWO_TUPLE

Successors and predecessors for UNPACK_SEQUENCE_TWO_TUPLE
Predecessors Count Percentage
CALL_METHOD_DESCRIPTOR_NOARGS 40 66.7%
UNPACK_SEQUENCE 20 33.3%
Successors Count Percentage
STORE_FAST_STORE_FAST 60 100.0%

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.

1,036,200 8.6%
hit

Specialized instructions that complete.

11,038,260 91.4%
Success Count Ratio
Success 20 7.7%
Failure 240 92.3%
Failure kind Count Ratio
floor divide 240 100.0%

BINARY_SUBSCR

specialization stats for BINARY_SUBSCR family
Kind Count Ratio
hit

Specialized instructions that complete.

60 75.0%
Success Count Ratio
Success 20 100.0%
Failure 0 0.0%

CALL

specialization stats for CALL family
Kind Count Ratio
hit

Specialized instructions that complete.

1,953,000 100.0%
Success Count Ratio
Success 380 100.0%
Failure 0 0.0%

COMPARE_OP

specialization stats for COMPARE_OP family
Kind Count Ratio
hit

Specialized instructions that complete.

518,160 100.0%
Success Count Ratio
Success 20 100.0%
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.

60 100.0%

LOAD_ATTR

specialization stats for LOAD_ATTR family
Kind Count Ratio
deferred

Lists the number of "deferred" (i.e. not specialized) instructions executed.

60 6.4%
hit

Specialized instructions that complete.

660 70.2%
Success Count Ratio
Success 200 90.9%
Failure 20 9.1%

LOAD_GLOBAL

specialization stats for LOAD_GLOBAL family
Kind Count Ratio
hit

Specialized instructions that complete.

1,953,000 100.0%
Success Count Ratio
Success 200 100.0%
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.

60 37.5%
hit

Specialized instructions that complete.

60 37.5%
Success Count Ratio
Success 20 50.0%
Failure 20 50.0%
Failure kind Count Ratio
sequence 20 100.0%

UNPACK_SEQUENCE

specialization stats for UNPACK_SEQUENCE family
Kind Count Ratio
hit

Specialized instructions that complete.

2,072,460 100.0%
Success Count Ratio
Success 20 100.0%
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.

26,706,540 55.6%
Not specialized

Instructions that could be specialized but aren't, e.g. LOAD_ATTR, BINARY_SLICE.

1,037,540 2.2%
Specialized hits

Specialized instructions, e.g. LOAD_ATTR_MODULE that complete.

20,248,020 42.2%
Specialized misses

Specialized instructions, e.g. LOAD_ATTR_MODULE that deopt.

0 0.0%

Deferred by instruction

Breakdown of deferred (not specialized) instruction counts by family
Name Count Ratio
BINARY_OP 1,036,200 100.0%
TO_BOOL 60 0.0%
FOR_ITER 60 0.0%
LOAD_ATTR 60 0.0%
BINARY_SLICE 0 0.0%
STORE_SLICE 0 0.0%
CACHE 0 0.0%
BINARY_SUBSCR 0 0.0%
CALL_FUNCTION_EX 0 0.0%
INTERPRETER_EXIT 0 0.0%

Misses by instruction

Breakdown of misses (specialized deopts) instruction counts by family

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 518,220 25.0%
Calls to Python functions inlined 1,554,720 75.0%
Calls via PyEval_EvalFrame (total) 518,220 25.0%
Calls via PyEval_EvalFrame (vector) 398,220 19.2%
Calls via PyEval_EvalFrame (generator) 120,000 5.8%
Calls via PyEval_EvalFrame (legacy) 0 0.0%
Calls via PyEval_EvalFrame (function vectorcall) 398,220 19.2%
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) 0 0.0%
Calls via PyEval_EvalFrame (method) 0 0.0%
Frame objects created 0 0.0%
Frames pushed 1,952,940 94.2%

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 4,062,920 33.4%
Frees to freelist 4,063,120
Allocations 8,116,420 66.6%
Allocations to 512 bytes 520,720 4.3%
Allocations to 4 kbytes 2,862,840 23.5%
Allocations over 4 kbytes 4,732,860 38.9%
Frees 8,116,020
Inline values 0
Interpreter mortal increfs 24,179,880 59.2%
Interpreter mortal decrefs 30,268,240 56.9%
Mortal increfs 77,070 0.2%
Mortal decrefs 6,167,670 11.6%
Interpreter immortal increfs 8,503,380 20.8%
Interpreter immortal decrefs 14,648,460 27.5%
Immortal increfs 8,116,950 19.9%
Immortal decrefs 2,098,610 3.9%
Materialize dict (on request) 0
Materialize dict (new key) 0
Materialize dict (too big) 0
Materialize dict (str subclass) 0
Method cache hits 190
Method cache misses 30
Method cache collisions 27
Method cache dunder hits 40
Method cache dunder misses 20

GC stats

GC collections and effectiveness

Collected/visits gives some measure of efficiency.

Generation Collections Objects collected Object visits Reachable from roots Not reachable from roots
0 0 0 0 0 0
1 0 0 0 0 0
2 0 0 0 0 0

Optimization (Tier 2) stats

statistics about the Tier 2 optimizer

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: 2025-02-06