- benchmark: spectral_norm
- fork: python
- ref: 0ac40acec045c4ce780cf7d887fcbe4c661e82b7
- commit hash: 0ac40ac
- commit date: 2024-12-14T17:25:49+02:00
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 | 41,323,780 | 16.6% | 16.6% | |
ENTER_EXECUTOR | 41,100,000 | 16.5% | 33.1% | |
RETURN_VALUE | 40,876,020 | 16.4% | 49.5% | |
STORE_FAST | 40,807,440 | 16.4% | 65.9% | |
BINARY_OP_ADD_FLOAT | 40,575,600 | 16.3% | 82.2% | 0.8% |
BINARY_OP_MULTIPLY_FLOAT | 39,347,880 | 15.8% | 98.1% | 0.0% |
BINARY_OP | 1,241,540 | 0.5% | 98.6% | |
STORE_FAST_STORE_FAST | 461,640 | 0.2% | 98.7% | |
UNPACK_SEQUENCE_TWO_TUPLE | 461,580 | 0.2% | 98.9% | |
CALL_PY_EXACT_ARGS | 387,940 | 0.2% | 99.1% | 0.6% |
LIST_APPEND | 312,000 | 0.1% | 99.2% | |
LOAD_FAST_LOAD_FAST | 246,160 | 0.1% | 99.3% | |
FOR_ITER | 234,880 | 0.1% | 99.4% | |
LOAD_GLOBAL_BUILTIN | 234,240 | 0.1% | 99.5% | |
LOAD_GLOBAL_MODULE | 233,220 | 0.1% | 99.6% | |
GET_ITER | 231,840 | 0.1% | 99.7% | |
CALL_BUILTIN_CLASS | 231,780 | 0.1% | 99.8% | |
RESUME_CHECK | 231,380 | 0.1% | 99.9% | 0.2% |
LOAD_SMALL_INT | 228,600 | 0.1% | 100.0% | |
POP_TOP | 63,740 | 0.0% | 100.0% | |
JUMP_BACKWARD | 8,520 | 0.0% | 100.0% | |
SWAP | 7,200 | 0.0% | 100.0% | |
FOR_ITER_RANGE | 3,180 | 0.0% | 100.0% | |
PUSH_NULL | 2,820 | 0.0% | 100.0% | |
BUILD_LIST | 2,520 | 0.0% | 100.0% | |
BUILD_TUPLE | 2,520 | 0.0% | 100.0% | |
BINARY_OP_ADD_INT | 2,500 | 0.0% | 100.0% | |
LOAD_FAST_AND_CLEAR | 2,400 | 0.0% | 100.0% | |
STORE_FAST_LOAD_FAST | 2,400 | 0.0% | 100.0% | |
CALL_LEN | 2,400 | 0.0% | 100.0% | |
LOAD_CONST | 620 | 0.0% | 100.0% | |
LOAD_CONST_IMMORTAL | 600 | 0.0% | 100.0% | |
BINARY_OP_MULTIPLY_INT | 500 | 0.0% | 100.0% | |
CALL_NON_PY_GENERAL | 360 | 0.0% | 100.0% | |
CALL | 300 | 0.0% | 100.0% | |
LOAD_ATTR | 300 | 0.0% | 100.0% | |
LOAD_ATTR_INSTANCE_VALUE | 240 | 0.0% | 100.0% | |
LOAD_ATTR_MODULE | 240 | 0.0% | 100.0% | |
LOAD_GLOBAL | 180 | 0.0% | 100.0% | |
CALL_FUNCTION_EX | 120 | 0.0% | 100.0% | |
LOAD_DEREF | 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% | |
MAKE_FUNCTION | 60 | 0.0% | 100.0% | |
NOP | 60 | 0.0% | 100.0% | |
CALL_INTRINSIC_1 | 60 | 0.0% | 100.0% | |
COPY | 60 | 0.0% | 100.0% | |
COPY_FREE_VARS | 60 | 0.0% | 100.0% | |
IS_OP | 60 | 0.0% | 100.0% | |
JUMP_FORWARD | 60 | 0.0% | 100.0% | |
LIST_EXTEND | 60 | 0.0% | 100.0% | |
LOAD_FAST_CHECK | 60 | 0.0% | 100.0% | |
MAKE_CELL | 60 | 0.0% | 100.0% | |
POP_JUMP_IF_FALSE | 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% | |
BINARY_SUBSCR | 20 | 0.0% | 100.0% | |
UNPACK_SEQUENCE | 20 | 0.0% | 100.0% |
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 |
---|---|---|---|
ENTER_EXECUTOR RETURN_VALUE | 40,810,460 | 16.4% | 16.4% |
BINARY_OP_ADD_FLOAT STORE_FAST | 40,569,720 | 16.3% | 32.7% |
RETURN_VALUE LOAD_FAST | 40,560,000 | 16.3% | 49.0% |
STORE_FAST ENTER_EXECUTOR | 40,560,000 | 16.3% | 65.3% |
LOAD_FAST BINARY_OP_MULTIPLY_FLOAT | 39,347,820 | 15.8% | 81.1% |
BINARY_OP_MULTIPLY_FLOAT BINARY_OP_ADD_FLOAT | 39,342,120 | 15.8% | 96.9% |
BINARY_OP BINARY_OP_ADD_FLOAT | 1,233,480 | 0.5% | 97.4% |
LOAD_FAST BINARY_OP | 1,227,800 | 0.5% | 97.9% |
UNPACK_SEQUENCE_TWO_TUPLE STORE_FAST_STORE_FAST | 461,580 | 0.2% | 98.1% |
RETURN_VALUE LIST_APPEND | 312,000 | 0.1% | 98.2% |
LIST_APPEND ENTER_EXECUTOR | 312,000 | 0.1% | 98.3% |
FOR_ITER UNPACK_SEQUENCE_TWO_TUPLE | 234,660 | 0.1% | 98.4% |
LOAD_GLOBAL_BUILTIN LOAD_FAST | 229,380 | 0.1% | 98.5% |
CALL_BUILTIN_CLASS GET_ITER | 229,320 | 0.1% | 98.6% |
LOAD_FAST CALL_BUILTIN_CLASS | 229,300 | 0.1% | 98.7% |
CALL_PY_EXACT_ARGS ENTER_EXECUTOR | 227,500 | 0.1% | 98.8% |
RESUME_CHECK LOAD_FAST | 227,040 | 0.1% | 98.9% |
LOAD_FAST_LOAD_FAST CALL_PY_EXACT_ARGS | 226,940 | 0.1% | 99.0% |
GET_ITER FOR_ITER | 226,920 | 0.1% | 99.1% |
STORE_FAST_STORE_FAST LOAD_FAST | 226,920 | 0.1% | 99.2% |
LOAD_GLOBAL_MODULE LOAD_FAST_LOAD_FAST | 226,920 | 0.1% | 99.3% |
STORE_FAST LOAD_GLOBAL_BUILTIN | 226,900 | 0.1% | 99.3% |
LOAD_FAST LOAD_GLOBAL_MODULE | 226,860 | 0.1% | 99.4% |
LOAD_FAST UNPACK_SEQUENCE_TWO_TUPLE | 226,860 | 0.1% | 99.5% |
LOAD_SMALL_INT STORE_FAST | 226,860 | 0.1% | 99.6% |
STORE_FAST_STORE_FAST LOAD_SMALL_INT | 226,860 | 0.1% | 99.7% |
CALL_PY_EXACT_ARGS RESUME_CHECK | 160,340 | 0.1% | 99.8% |
ENTER_EXECUTOR CALL_PY_EXACT_ARGS | 154,800 | 0.1% | 99.8% |
ENTER_EXECUTOR RESUME_CHECK | 70,800 | 0.0% | 99.9% |
ENTER_EXECUTOR POP_TOP | 63,440 | 0.0% | 99.9% |
POP_TOP LOAD_FAST | 61,100 | 0.0% | 99.9% |
LOAD_FAST RETURN_VALUE | 61,100 | 0.0% | 99.9% |
LOAD_FAST_LOAD_FAST LOAD_FAST | 15,600 | 0.0% | 99.9% |
STORE_FAST JUMP_BACKWARD | 8,400 | 0.0% | 100.0% |
JUMP_BACKWARD FOR_ITER | 7,860 | 0.0% | 100.0% |
STORE_FAST LOAD_FAST_LOAD_FAST | 7,800 | 0.0% | 100.0% |
STORE_FAST_STORE_FAST LOAD_FAST_LOAD_FAST | 7,800 | 0.0% | 100.0% |
BINARY_OP STORE_FAST | 5,940 | 0.0% | 100.0% |
BINARY_OP_ADD_FLOAT BINARY_OP | 5,880 | 0.0% | 100.0% |
BINARY_OP_MULTIPLY_FLOAT BINARY_OP | 5,760 | 0.0% | 100.0% |
LOAD_GLOBAL_BUILTIN LOAD_GLOBAL_BUILTIN | 4,800 | 0.0% | 100.0% |
LOAD_GLOBAL_MODULE LOAD_GLOBAL_MODULE | 3,600 | 0.0% | 100.0% |
GET_ITER FOR_ITER_RANGE | 2,520 | 0.0% | 100.0% |
PUSH_NULL LOAD_FAST_LOAD_FAST | 2,460 | 0.0% | 100.0% |
LOAD_FAST_LOAD_FAST BUILD_TUPLE | 2,460 | 0.0% | 100.0% |
RESUME_CHECK LOAD_GLOBAL_BUILTIN | 2,440 | 0.0% | 100.0% |
GET_ITER LOAD_FAST_AND_CLEAR | 2,400 | 0.0% | 100.0% |
POP_TOP SWAP | 2,400 | 0.0% | 100.0% |
BUILD_LIST SWAP | 2,400 | 0.0% | 100.0% |
BUILD_TUPLE CALL_PY_EXACT_ARGS | 2,400 | 0.0% | 100.0% |
LOAD_FAST CALL_PY_EXACT_ARGS | 2,400 | 0.0% | 100.0% |
LOAD_FAST_AND_CLEAR SWAP | 2,400 | 0.0% | 100.0% |
STORE_FAST RETURN_VALUE | 2,400 | 0.0% | 100.0% |
STORE_FAST_LOAD_FAST PUSH_NULL | 2,400 | 0.0% | 100.0% |
SWAP GET_ITER | 2,400 | 0.0% | 100.0% |
SWAP BUILD_LIST | 2,400 | 0.0% | 100.0% |
SWAP STORE_FAST | 2,400 | 0.0% | 100.0% |
CALL_BUILTIN_CLASS CALL_LEN | 2,400 | 0.0% | 100.0% |
CALL_LEN CALL_BUILTIN_CLASS | 2,400 | 0.0% | 100.0% |
FOR_ITER_RANGE STORE_FAST_LOAD_FAST | 2,400 | 0.0% | 100.0% |
LOAD_GLOBAL_MODULE LOAD_FAST | 2,400 | 0.0% | 100.0% |
RETURN_VALUE STORE_FAST | 1,380 | 0.0% | 100.0% |
STORE_FAST LOAD_GLOBAL_MODULE | 1,280 | 0.0% | 100.0% |
RESUME_CHECK LOAD_GLOBAL_MODULE | 1,280 | 0.0% | 100.0% |
RETURN_VALUE RETURN_VALUE | 1,260 | 0.0% | 100.0% |
RETURN_VALUE CALL_PY_EXACT_ARGS | 1,200 | 0.0% | 100.0% |
BINARY_OP BINARY_OP | 1,040 | 0.0% | 100.0% |
LOAD_FAST_LOAD_FAST BINARY_OP_ADD_INT | 1,000 | 0.0% | 100.0% |
LOAD_SMALL_INT BINARY_OP_ADD_INT | 1,000 | 0.0% | 100.0% |
BINARY_OP_ADD_INT LOAD_SMALL_INT | 1,000 | 0.0% | 100.0% |
JUMP_BACKWARD FOR_ITER_RANGE | 660 | 0.0% | 100.0% |
FOR_ITER_RANGE STORE_FAST | 660 | 0.0% | 100.0% |
BINARY_OP RETURN_VALUE | 500 | 0.0% | 100.0% |
BINARY_OP LOAD_FAST | 500 | 0.0% | 100.0% |
LOAD_CONST LOAD_FAST_LOAD_FAST | 500 | 0.0% | 100.0% |
LOAD_FAST BINARY_OP_ADD_INT | 500 | 0.0% | 100.0% |
LOAD_SMALL_INT BINARY_OP | 500 | 0.0% | 100.0% |
BINARY_OP_ADD_INT BINARY_OP | 500 | 0.0% | 100.0% |
BINARY_OP_ADD_INT LOAD_FAST_LOAD_FAST | 500 | 0.0% | 100.0% |
BINARY_OP_ADD_INT BINARY_OP_MULTIPLY_INT | 500 | 0.0% | 100.0% |
BINARY_OP_MULTIPLY_INT LOAD_SMALL_INT | 500 | 0.0% | 100.0% |
RESUME_CHECK LOAD_CONST | 500 | 0.0% | 100.0% |
ENTER_EXECUTOR ENTER_EXECUTOR | 500 | 0.0% | 100.0% |
STORE_FAST LOAD_FAST | 300 | 0.0% | 100.0% |
LOAD_ATTR_MODULE PUSH_NULL | 240 | 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% |
PUSH_NULL CALL_NON_PY_GENERAL | 160 | 0.0% | 100.0% |
LOAD_GLOBAL_MODULE LOAD_ATTR_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% |
PUSH_NULL LOAD_FAST | 120 | 0.0% | 100.0% |
CALL CALL_NON_PY_GENERAL | 120 | 0.0% | 100.0% |
LOAD_FAST PUSH_NULL | 120 | 0.0% | 100.0% |
LOAD_FAST LOAD_CONST_IMMORTAL | 120 | 0.0% | 100.0% |
LOAD_GLOBAL LOAD_GLOBAL_MODULE | 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% |
Top 5 predecessors and successors of each Tier 1 opcode.
This does not include the unspecialized instructions that occur after a specialized instruction deoptimizes.
Successors and predecessors for CACHE
Successors | Count | Percentage |
---|---|---|
RESUME_CHECK | 60 | 100.0% |
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% |
Successors and predecessors for GET_ITER
Predecessors | Count | Percentage |
---|---|---|
CALL_BUILTIN_CLASS | 229,320 | 98.9% |
SWAP | 2,400 | 1.0% |
LOAD_FAST | 60 | 0.0% |
CALL_NON_PY_GENERAL | 60 | 0.0% |
Successors | Count | Percentage |
---|---|---|
FOR_ITER | 226,920 | 97.9% |
FOR_ITER_RANGE | 2,520 | 1.1% |
LOAD_FAST_AND_CLEAR | 2,400 | 1.0% |
Successors and predecessors for MAKE_FUNCTION
Predecessors | Count | Percentage |
---|---|---|
LOAD_CONST | 60 | 100.0% |
Successors | Count | Percentage |
---|---|---|
SET_FUNCTION_ATTRIBUTE | 60 | 100.0% |
Successors and predecessors for NOP
Predecessors | Count | Percentage |
---|---|---|
POP_JUMP_IF_TRUE | 60 | 100.0% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 60 | 100.0% |
Successors and predecessors for POP_TOP
Predecessors | Count | Percentage |
---|---|---|
ENTER_EXECUTOR | 63,440 | 99.5% |
RETURN_VALUE | 180 | 0.3% |
CALL_METHOD_DESCRIPTOR_O | 60 | 0.1% |
CALL_NON_PY_GENERAL | 60 | 0.1% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 61,100 | 95.9% |
SWAP | 2,400 | 3.8% |
LOAD_CONST_IMMORTAL | 180 | 0.3% |
JUMP_BACKWARD | 60 | 0.1% |
Successors and predecessors for PUSH_NULL
Predecessors | Count | Percentage |
---|---|---|
STORE_FAST_LOAD_FAST | 2,400 | 85.1% |
LOAD_ATTR_MODULE | 240 | 8.5% |
LOAD_FAST | 120 | 4.3% |
LOAD_DEREF | 60 | 2.1% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST_LOAD_FAST | 2,460 | 87.2% |
CALL_NON_PY_GENERAL | 160 | 5.7% |
LOAD_FAST | 120 | 4.3% |
CALL | 80 | 2.8% |
Successors and predecessors for RETURN_VALUE
Predecessors | Count | Percentage |
---|---|---|
ENTER_EXECUTOR | 40,810,460 | 99.8% |
LOAD_FAST | 61,100 | 0.1% |
STORE_FAST | 2,400 | 0.0% |
RETURN_VALUE | 1,260 | 0.0% |
BINARY_OP | 500 | 0.0% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 40,560,000 | 99.2% |
LIST_APPEND | 312,000 | 0.8% |
STORE_FAST | 1,380 | 0.0% |
RETURN_VALUE | 1,260 | 0.0% |
CALL_PY_EXACT_ARGS | 1,200 | 0.0% |
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% |
Successors and predecessors for BINARY_OP
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 1,227,800 | 98.9% |
BINARY_OP_ADD_FLOAT | 5,880 | 0.5% |
BINARY_OP_MULTIPLY_FLOAT | 5,760 | 0.5% |
BINARY_OP | 1,040 | 0.1% |
LOAD_SMALL_INT | 500 | 0.0% |
Successors | Count | Percentage |
---|---|---|
BINARY_OP_ADD_FLOAT | 1,233,480 | 99.4% |
STORE_FAST | 5,940 | 0.5% |
BINARY_OP | 1,040 | 0.1% |
RETURN_VALUE | 500 | 0.0% |
LOAD_FAST | 500 | 0.0% |
Successors and predecessors for BUILD_LIST
Predecessors | Count | Percentage |
---|---|---|
SWAP | 2,400 | 95.2% |
LOAD_FAST | 60 | 2.4% |
LOAD_SMALL_INT | 60 | 2.4% |
Successors | Count | Percentage |
---|---|---|
SWAP | 2,400 | 95.2% |
LOAD_DEREF | 60 | 2.4% |
LOAD_GLOBAL_MODULE | 40 | 1.6% |
LOAD_GLOBAL | 20 | 0.8% |
Successors and predecessors for BUILD_TUPLE
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST_LOAD_FAST | 2,460 | 97.6% |
LOAD_FAST | 60 | 2.4% |
Successors | Count | Percentage |
---|---|---|
CALL_PY_EXACT_ARGS | 2,400 | 95.2% |
LOAD_CONST | 60 | 2.4% |
CALL_METHOD_DESCRIPTOR_O | 40 | 1.6% |
CALL | 20 | 0.8% |
Successors and predecessors for CALL
Predecessors | Count | Percentage |
---|---|---|
PUSH_NULL | 80 | 26.7% |
LOAD_FAST_LOAD_FAST | 60 | 20.0% |
LOAD_CONST_IMMORTAL | 40 | 13.3% |
BUILD_TUPLE | 20 | 6.7% |
LOAD_FAST | 20 | 6.7% |
Successors | Count | Percentage |
---|---|---|
CALL_NON_PY_GENERAL | 120 | 40.0% |
CALL_PY_EXACT_ARGS | 80 | 26.7% |
CALL_BUILTIN_CLASS | 40 | 13.3% |
CALL_METHOD_DESCRIPTOR_NOARGS | 20 | 6.7% |
CALL_METHOD_DESCRIPTOR_O | 20 | 6.7% |
Successors and predecessors for CALL_FUNCTION_EX
Predecessors | Count | Percentage |
---|---|---|
CALL_INTRINSIC_1 | 60 | 50.0% |
LOAD_FAST | 60 | 50.0% |
Successors | Count | Percentage |
---|---|---|
RESUME_CHECK | 60 | 100.0% |
Successors and predecessors for CALL_INTRINSIC_1
Predecessors | Count | Percentage |
---|---|---|
LIST_EXTEND | 60 | 100.0% |
Successors | Count | Percentage |
---|---|---|
CALL_FUNCTION_EX | 60 | 100.0% |
Successors and predecessors for COPY
Predecessors | Count | Percentage |
---|---|---|
LOAD_SMALL_INT | 60 | 100.0% |
Successors | Count | Percentage |
---|---|---|
STORE_FAST_STORE_FAST | 60 | 100.0% |
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% |
Successors and predecessors for FOR_ITER
Predecessors | Count | Percentage |
---|---|---|
GET_ITER | 226,920 | 96.6% |
JUMP_BACKWARD | 7,860 | 3.3% |
FOR_ITER | 100 | 0.0% |
Successors | Count | Percentage |
---|---|---|
UNPACK_SEQUENCE_TWO_TUPLE | 234,660 | 99.9% |
FOR_ITER | 100 | 0.0% |
JUMP_BACKWARD | 60 | 0.0% |
LOAD_FAST | 60 | 0.0% |
Successors and predecessors for IS_OP
Predecessors | Count | Percentage |
---|---|---|
LOAD_CONST_IMMORTAL | 60 | 100.0% |
Successors | Count | Percentage |
---|---|---|
STORE_FAST | 60 | 100.0% |
Successors and predecessors for JUMP_BACKWARD
Predecessors | Count | Percentage |
---|---|---|
STORE_FAST | 8,400 | 98.6% |
POP_TOP | 60 | 0.7% |
FOR_ITER | 60 | 0.7% |
Successors | Count | Percentage |
---|---|---|
FOR_ITER | 7,860 | 92.3% |
FOR_ITER_RANGE | 660 | 7.7% |
Successors and predecessors for JUMP_FORWARD
Predecessors | Count | Percentage |
---|---|---|
STORE_FAST | 60 | 100.0% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 60 | 100.0% |
Successors and predecessors for LIST_APPEND
Predecessors | Count | Percentage |
---|---|---|
RETURN_VALUE | 312,000 | 100.0% |
Successors | Count | Percentage |
---|---|---|
ENTER_EXECUTOR | 312,000 | 100.0% |
Successors and predecessors for LIST_EXTEND
Predecessors | Count | Percentage |
---|---|---|
LOAD_DEREF | 60 | 100.0% |
Successors | Count | Percentage |
---|---|---|
CALL_INTRINSIC_1 | 60 | 100.0% |
Successors and predecessors for LOAD_ATTR
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 140 | 46.7% |
LOAD_GLOBAL_MODULE | 80 | 26.7% |
LOAD_ATTR_INSTANCE_VALUE | 40 | 13.3% |
LOAD_ATTR | 20 | 6.7% |
LOAD_FAST_LOAD_FAST | 20 | 6.7% |
Successors | Count | Percentage |
---|---|---|
LOAD_ATTR_MODULE | 80 | 26.7% |
LOAD_FAST_LOAD_FAST | 60 | 20.0% |
LOAD_ATTR_INSTANCE_VALUE | 60 | 20.0% |
LOAD_ATTR_METHOD_NO_DICT | 40 | 13.3% |
LOAD_ATTR_METHOD_WITH_VALUES | 40 | 13.3% |
Successors and predecessors for LOAD_CONST
Predecessors | Count | Percentage |
---|---|---|
RESUME_CHECK | 500 | 80.6% |
BUILD_TUPLE | 60 | 9.7% |
POP_JUMP_IF_NOT_NONE | 60 | 9.7% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST_LOAD_FAST | 500 | 80.6% |
MAKE_FUNCTION | 60 | 9.7% |
STORE_FAST | 60 | 9.7% |
Successors and predecessors for LOAD_DEREF
Predecessors | Count | Percentage |
---|---|---|
BUILD_LIST | 60 | 50.0% |
RESUME_CHECK | 60 | 50.0% |
Successors | Count | Percentage |
---|---|---|
PUSH_NULL | 60 | 50.0% |
LIST_EXTEND | 60 | 50.0% |
Successors and predecessors for LOAD_FAST
Predecessors | Count | Percentage |
---|---|---|
RETURN_VALUE | 40,560,000 | 98.2% |
LOAD_GLOBAL_BUILTIN | 229,380 | 0.6% |
RESUME_CHECK | 227,040 | 0.5% |
STORE_FAST_STORE_FAST | 226,920 | 0.5% |
POP_TOP | 61,100 | 0.1% |
Successors | Count | Percentage |
---|---|---|
BINARY_OP_MULTIPLY_FLOAT | 39,347,820 | 95.2% |
BINARY_OP | 1,227,800 | 3.0% |
CALL_BUILTIN_CLASS | 229,300 | 0.6% |
LOAD_GLOBAL_MODULE | 226,860 | 0.5% |
UNPACK_SEQUENCE_TWO_TUPLE | 226,860 | 0.5% |
Successors and predecessors for LOAD_FAST_AND_CLEAR
Predecessors | Count | Percentage |
---|---|---|
GET_ITER | 2,400 | 100.0% |
Successors | Count | Percentage |
---|---|---|
SWAP | 2,400 | 100.0% |
Successors and predecessors for LOAD_FAST_CHECK
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 60 | 100.0% |
Successors | Count | Percentage |
---|---|---|
CALL_NON_PY_GENERAL | 40 | 66.7% |
CALL | 20 | 33.3% |
Successors and predecessors for LOAD_FAST_LOAD_FAST
Predecessors | Count | Percentage |
---|---|---|
LOAD_GLOBAL_MODULE | 226,920 | 92.2% |
STORE_FAST | 7,800 | 3.2% |
STORE_FAST_STORE_FAST | 7,800 | 3.2% |
PUSH_NULL | 2,460 | 1.0% |
LOAD_CONST | 500 | 0.2% |
Successors | Count | Percentage |
---|---|---|
CALL_PY_EXACT_ARGS | 226,940 | 92.2% |
LOAD_FAST | 15,600 | 6.3% |
BUILD_TUPLE | 2,460 | 1.0% |
BINARY_OP_ADD_INT | 1,000 | 0.4% |
CALL | 60 | 0.0% |
Successors and predecessors for LOAD_GLOBAL
Predecessors | Count | Percentage |
---|---|---|
STORE_FAST | 60 | 33.3% |
RESUME_CHECK | 60 | 33.3% |
BUILD_LIST | 20 | 11.1% |
STORE_FAST_STORE_FAST | 20 | 11.1% |
FOR_ITER_RANGE | 20 | 11.1% |
Successors | Count | Percentage |
---|---|---|
LOAD_GLOBAL_MODULE | 120 | 66.7% |
LOAD_GLOBAL_BUILTIN | 60 | 33.3% |
Successors and predecessors for LOAD_SMALL_INT
Predecessors | Count | Percentage |
---|---|---|
STORE_FAST_STORE_FAST | 226,860 | 99.2% |
BINARY_OP_ADD_INT | 1,000 | 0.4% |
BINARY_OP_MULTIPLY_INT | 500 | 0.2% |
LOAD_FAST | 60 | 0.0% |
STORE_FAST | 60 | 0.0% |
Successors | Count | Percentage |
---|---|---|
STORE_FAST | 226,860 | 99.2% |
BINARY_OP_ADD_INT | 1,000 | 0.4% |
BINARY_OP | 500 | 0.2% |
BUILD_LIST | 60 | 0.0% |
COPY | 60 | 0.0% |
Successors and predecessors for MAKE_CELL
Predecessors | Count | Percentage |
---|---|---|
CALL_PY_GENERAL | 60 | 100.0% |
Successors | Count | Percentage |
---|---|---|
RESUME_CHECK | 60 | 100.0% |
Successors and predecessors for POP_JUMP_IF_FALSE
Predecessors | Count | Percentage |
---|---|---|
TO_BOOL | 60 | 100.0% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 60 | 100.0% |
Successors and predecessors for POP_JUMP_IF_NOT_NONE
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 60 | 100.0% |
Successors | Count | Percentage |
---|---|---|
LOAD_CONST | 60 | 100.0% |
Successors and predecessors for POP_JUMP_IF_TRUE
Predecessors | Count | Percentage |
---|---|---|
TO_BOOL_BOOL | 60 | 100.0% |
Successors | Count | Percentage |
---|---|---|
NOP | 60 | 100.0% |
Successors and predecessors for SET_FUNCTION_ATTRIBUTE
Predecessors | Count | Percentage |
---|---|---|
MAKE_FUNCTION | 60 | 100.0% |
Successors | Count | Percentage |
---|---|---|
STORE_FAST | 60 | 100.0% |
Successors and predecessors for STORE_DEREF
Predecessors | Count | Percentage |
---|---|---|
CALL_NON_PY_GENERAL | 60 | 100.0% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 60 | 100.0% |
Successors and predecessors for STORE_FAST
Predecessors | Count | Percentage |
---|---|---|
BINARY_OP_ADD_FLOAT | 40,569,720 | 99.4% |
LOAD_SMALL_INT | 226,860 | 0.6% |
BINARY_OP | 5,940 | 0.0% |
SWAP | 2,400 | 0.0% |
RETURN_VALUE | 1,380 | 0.0% |
Successors | Count | Percentage |
---|---|---|
ENTER_EXECUTOR | 40,560,000 | 99.4% |
LOAD_GLOBAL_BUILTIN | 226,900 | 0.6% |
JUMP_BACKWARD | 8,400 | 0.0% |
LOAD_FAST_LOAD_FAST | 7,800 | 0.0% |
RETURN_VALUE | 2,400 | 0.0% |
Successors and predecessors for STORE_FAST_LOAD_FAST
Predecessors | Count | Percentage |
---|---|---|
FOR_ITER_RANGE | 2,400 | 100.0% |
Successors | Count | Percentage |
---|---|---|
PUSH_NULL | 2,400 | 100.0% |
Successors and predecessors for STORE_FAST_STORE_FAST
Predecessors | Count | Percentage |
---|---|---|
UNPACK_SEQUENCE_TWO_TUPLE | 461,580 | 100.0% |
COPY | 60 | 0.0% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 226,920 | 49.2% |
LOAD_SMALL_INT | 226,860 | 49.1% |
LOAD_FAST_LOAD_FAST | 7,800 | 1.7% |
LOAD_GLOBAL_BUILTIN | 40 | 0.0% |
LOAD_GLOBAL | 20 | 0.0% |
Successors and predecessors for SWAP
Predecessors | Count | Percentage |
---|---|---|
POP_TOP | 2,400 | 33.3% |
BUILD_LIST | 2,400 | 33.3% |
LOAD_FAST_AND_CLEAR | 2,400 | 33.3% |
Successors | Count | Percentage |
---|---|---|
GET_ITER | 2,400 | 33.3% |
BUILD_LIST | 2,400 | 33.3% |
STORE_FAST | 2,400 | 33.3% |
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% |
Successors and predecessors for BINARY_OP_ADD_FLOAT
Predecessors | Count | Percentage |
---|---|---|
BINARY_OP_MULTIPLY_FLOAT | 39,342,120 | 97.0% |
BINARY_OP | 1,233,480 | 3.0% |
Successors | Count | Percentage |
---|---|---|
STORE_FAST | 40,569,720 | 100.0% |
BINARY_OP | 5,880 | 0.0% |
Successors and predecessors for BINARY_OP_ADD_INT
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST_LOAD_FAST | 1,000 | 40.0% |
LOAD_SMALL_INT | 1,000 | 40.0% |
LOAD_FAST | 500 | 20.0% |
Successors | Count | Percentage |
---|---|---|
LOAD_SMALL_INT | 1,000 | 40.0% |
BINARY_OP | 500 | 20.0% |
LOAD_FAST_LOAD_FAST | 500 | 20.0% |
BINARY_OP_MULTIPLY_INT | 500 | 20.0% |
Successors and predecessors for BINARY_OP_MULTIPLY_FLOAT
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 39,347,820 | 100.0% |
BINARY_OP | 60 | 0.0% |
Successors | Count | Percentage |
---|---|---|
BINARY_OP_ADD_FLOAT | 39,342,120 | 100.0% |
BINARY_OP | 5,760 | 0.0% |
Successors and predecessors for BINARY_OP_MULTIPLY_INT
Predecessors | Count | Percentage |
---|---|---|
BINARY_OP_ADD_INT | 500 | 100.0% |
Successors | Count | Percentage |
---|---|---|
LOAD_SMALL_INT | 500 | 100.0% |
Successors and predecessors for BINARY_OP_SUBTRACT_FLOAT
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 40 | 66.7% |
BINARY_OP | 20 | 33.3% |
Successors | Count | Percentage |
---|---|---|
RETURN_VALUE | 60 | 100.0% |
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% |
Successors and predecessors for CALL_BUILTIN_CLASS
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 229,300 | 98.9% |
CALL_LEN | 2,400 | 1.0% |
CALL | 40 | 0.0% |
LOAD_SMALL_INT | 40 | 0.0% |
Successors | Count | Percentage |
---|---|---|
GET_ITER | 229,320 | 98.9% |
CALL_LEN | 2,400 | 1.0% |
STORE_FAST | 60 | 0.0% |
Successors and predecessors for CALL_LEN
Predecessors | Count | Percentage |
---|---|---|
CALL_BUILTIN_CLASS | 2,400 | 100.0% |
Successors | Count | Percentage |
---|---|---|
CALL_BUILTIN_CLASS | 2,400 | 100.0% |
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% |
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% |
Successors and predecessors for CALL_NON_PY_GENERAL
Predecessors | Count | Percentage |
---|---|---|
PUSH_NULL | 160 | 44.4% |
CALL | 120 | 33.3% |
LOAD_FAST_CHECK | 40 | 11.1% |
LOAD_FAST_LOAD_FAST | 40 | 11.1% |
Successors | Count | Percentage |
---|---|---|
GET_ITER | 60 | 16.7% |
POP_TOP | 60 | 16.7% |
RETURN_VALUE | 60 | 16.7% |
LOAD_FAST | 60 | 16.7% |
STORE_DEREF | 60 | 16.7% |
Successors and predecessors for CALL_PY_EXACT_ARGS
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST_LOAD_FAST | 226,940 | 58.5% |
ENTER_EXECUTOR | 154,800 | 39.9% |
BUILD_TUPLE | 2,400 | 0.6% |
LOAD_FAST | 2,400 | 0.6% |
RETURN_VALUE | 1,200 | 0.3% |
Successors | Count | Percentage |
---|---|---|
ENTER_EXECUTOR | 227,500 | 58.6% |
RESUME_CHECK | 160,340 | 41.3% |
COPY_FREE_VARS | 60 | 0.0% |
CALL_PY_EXACT_ARGS | 40 | 0.0% |
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% |
Successors and predecessors for FOR_ITER_RANGE
Predecessors | Count | Percentage |
---|---|---|
GET_ITER | 2,520 | 79.2% |
JUMP_BACKWARD | 660 | 20.8% |
Successors | Count | Percentage |
---|---|---|
STORE_FAST_LOAD_FAST | 2,400 | 75.5% |
STORE_FAST | 660 | 20.8% |
LOAD_SMALL_INT | 60 | 1.9% |
LOAD_GLOBAL_MODULE | 40 | 1.3% |
LOAD_GLOBAL | 20 | 0.6% |
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% |
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% |
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% |
Successors and predecessors for LOAD_ATTR_MODULE
Predecessors | Count | Percentage |
---|---|---|
LOAD_GLOBAL_MODULE | 160 | 66.7% |
LOAD_ATTR | 80 | 33.3% |
Successors | Count | Percentage |
---|---|---|
PUSH_NULL | 240 | 100.0% |
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% |
Successors and predecessors for LOAD_GLOBAL_BUILTIN
Predecessors | Count | Percentage |
---|---|---|
STORE_FAST | 226,900 | 96.9% |
LOAD_GLOBAL_BUILTIN | 4,800 | 2.0% |
RESUME_CHECK | 2,440 | 1.0% |
LOAD_GLOBAL | 60 | 0.0% |
STORE_FAST_STORE_FAST | 40 | 0.0% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 229,380 | 97.9% |
LOAD_GLOBAL_BUILTIN | 4,800 | 2.0% |
LOAD_SMALL_INT | 60 | 0.0% |
Successors and predecessors for LOAD_GLOBAL_MODULE
Predecessors | Count | Percentage |
---|---|---|
LOAD_FAST | 226,860 | 97.3% |
LOAD_GLOBAL_MODULE | 3,600 | 1.5% |
STORE_FAST | 1,280 | 0.5% |
RESUME_CHECK | 1,280 | 0.5% |
LOAD_GLOBAL | 120 | 0.1% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST_LOAD_FAST | 226,920 | 97.3% |
LOAD_GLOBAL_MODULE | 3,600 | 1.5% |
LOAD_FAST | 2,400 | 1.0% |
LOAD_ATTR_MODULE | 160 | 0.1% |
LOAD_ATTR | 80 | 0.0% |
Successors and predecessors for RESUME_CHECK
Predecessors | Count | Percentage |
---|---|---|
CALL_PY_EXACT_ARGS | 160,340 | 69.3% |
ENTER_EXECUTOR | 70,800 | 30.6% |
CACHE | 60 | 0.0% |
CALL_FUNCTION_EX | 60 | 0.0% |
COPY_FREE_VARS | 60 | 0.0% |
Successors | Count | Percentage |
---|---|---|
LOAD_FAST | 227,040 | 98.1% |
LOAD_GLOBAL_BUILTIN | 2,440 | 1.1% |
LOAD_GLOBAL_MODULE | 1,280 | 0.6% |
LOAD_CONST | 500 | 0.2% |
LOAD_DEREF | 60 | 0.0% |
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% |
Successors and predecessors for UNPACK_SEQUENCE_TWO_TUPLE
Predecessors | Count | Percentage |
---|---|---|
FOR_ITER | 234,660 | 50.8% |
LOAD_FAST | 226,860 | 49.1% |
CALL_METHOD_DESCRIPTOR_NOARGS | 40 | 0.0% |
UNPACK_SEQUENCE | 20 | 0.0% |
Successors | Count | Percentage |
---|---|---|
STORE_FAST_STORE_FAST | 461,580 | 100.0% |
Successors and predecessors for ENTER_EXECUTOR
Predecessors | Count | Percentage |
---|---|---|
STORE_FAST | 40,560,000 | 98.7% |
LIST_APPEND | 312,000 | 0.8% |
CALL_PY_EXACT_ARGS | 227,500 | 0.6% |
ENTER_EXECUTOR | 500 | 0.0% |
Successors | Count | Percentage |
---|---|---|
RETURN_VALUE | 40,810,460 | 99.3% |
CALL_PY_EXACT_ARGS | 154,800 | 0.4% |
RESUME_CHECK | 70,800 | 0.2% |
POP_TOP | 63,440 | 0.2% |
ENTER_EXECUTOR | 500 | 0.0% |
Specialization stats by family
specialization stats for BINARY_OP family
Kind | Count | Ratio |
---|---|---|
deferred
ⓘLists the number of "deferred" (i.e. not specialized) instructions executed. |
1,234,720 | 1.5% |
hit
ⓘSpecialized instructions that complete. |
79,611,240 | 98.1% |
miss
ⓘSpecialized instructions that deopt. |
315,300 | 0.4% |
Success | Count | Ratio |
---|---|---|
Success | 5,960 | 46.7% |
Failure | 6,800 | 53.3% |
Failure kind | Count | Ratio |
---|---|---|
add different types | 5,880 | 86.5% |
multiply different types | 920 | 13.5% |
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% |
specialization stats for CALL family
Kind | Count | Ratio |
---|---|---|
hit
ⓘSpecialized instructions that complete. |
619,980 | 99.6% |
miss
ⓘSpecialized instructions that deopt. |
2,260 | 0.4% |
Success | Count | Ratio |
---|---|---|
Success | 340 | 100.0% |
Failure | 0 | 0.0% |
specialization stats for FOR_ITER family
Kind | Count | Ratio |
---|---|---|
deferred
ⓘLists the number of "deferred" (i.e. not specialized) instructions executed. |
234,780 | 98.6% |
hit
ⓘSpecialized instructions that complete. |
3,180 | 1.3% |
Success | Count | Ratio |
---|---|---|
Success | 0 | 0.0% |
Failure | 100 | 100.0% |
Failure kind | Count | Ratio |
---|---|---|
enumerate | 60 | 60.0% |
zip | 40 | 40.0% |
specialization stats for LOAD_ATTR family
Kind | Count | Ratio |
---|---|---|
deferred
ⓘLists the number of "deferred" (i.e. not specialized) instructions executed. |
60 | 5.9% |
hit
ⓘSpecialized instructions that complete. |
720 | 70.6% |
Success | Count | Ratio |
---|---|---|
Success | 220 | 91.7% |
Failure | 20 | 8.3% |
specialization stats for LOAD_GLOBAL family
Kind | Count | Ratio |
---|---|---|
hit
ⓘSpecialized instructions that complete. |
467,460 | 100.0% |
Success | Count | Ratio |
---|---|---|
Success | 180 | 100.0% |
Failure | 0 | 0.0% |
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% |
specialization stats for UNPACK_SEQUENCE family
Kind | Count | Ratio |
---|---|---|
hit
ⓘSpecialized instructions that complete. |
461,580 | 100.0% |
Success | Count | Ratio |
---|---|---|
Success | 20 | 100.0% |
Failure | 0 | 0.0% |
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. |
165,681,360 | 66.6% |
Not specialized
ⓘInstructions that could be specialized but aren't, e.g. |
1,477,340 | 0.6% |
Specialized hits
ⓘSpecialized instructions, e.g. |
81,396,180 | 32.7% |
Specialized misses
ⓘSpecialized instructions, e.g. |
318,060 | 0.1% |
Breakdown of deferred (not specialized) instruction counts by family
Name | Count | Ratio |
---|---|---|
BINARY_OP | 1,234,720 | 84.0% |
FOR_ITER | 234,780 | 16.0% |
TO_BOOL | 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% |
GET_ITER | 0 | 0.0% |
MAKE_FUNCTION | 0 | 0.0% |
Breakdown of misses (specialized deopts) instruction counts by family
Name | Count | Ratio |
---|---|---|
BINARY_OP_ADD_FLOAT | 312,120 | 98.0% |
BINARY_OP_MULTIPLY_FLOAT | 3,180 | 1.0% |
CALL_PY_EXACT_ARGS | 2,260 | 0.7% |
RESUME | 500 | 0.2% |
RESUME_CHECK | 500 | 0.2% |
CACHE | 0 | 0.0% |
GET_ITER | 0 | 0.0% |
MAKE_FUNCTION | 0 | 0.0% |
NOP | 0 | 0.0% |
POP_TOP | 0 | 0.0% |
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 | 60 | 0.0% |
Calls to Python functions inlined | 40,875,960 | 100.0% |
Calls via PyEval_EvalFrame (total) | 60 | 0.0% |
Calls via PyEval_EvalFrame (vector) | 60 | 0.0% |
Calls via PyEval_EvalFrame (generator) | 0 | 0.0% |
Calls via PyEval_EvalFrame (legacy) | 0 | 0.0% |
Calls via PyEval_EvalFrame (function vectorcall) | 60 | 0.0% |
Calls via PyEval_EvalFrame (build class) | 0 | 0.0% |
Calls via PyEval_EvalFrame (slot) | 0 | 0.0% |
Calls via PyEval_EvalFrame (function ex) | 60 | 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 | 40,876,020 | 100.0% |
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 | 202,602,120 | 99.6% |
Frees to freelist | 202,602,440 | |
Allocations | 827,740 | 0.4% |
Allocations to 512 bytes | 825,260 | 0.4% |
Allocations to 4 kbytes | 2,480 | 0.0% |
Allocations over 4 kbytes | 0 | 0.0% |
Frees | 829,620 | |
Inline values | 0 | |
Interpreter mortal increfs | 325,054,460 | 44.1% |
Interpreter mortal decrefs | 488,490,920 | 38.6% |
Mortal increfs | 81,063,672 | 11.0% |
Mortal decrefs | 121,054,152 | 9.6% |
Interpreter immortal increfs | 327,677,040 | 44.5% |
Interpreter immortal decrefs | 614,728,000 | 48.5% |
Immortal increfs | 2,476,492 | 0.3% |
Immortal decrefs | 42,851,052 | 3.4% |
Materialize dict (on request) | 0 | |
Materialize dict (new key) | 0 | |
Materialize dict (too big) | 0 | |
Materialize dict (str subclass) | 0 | |
Method cache hits | 188 | |
Method cache misses | 32 | |
Method cache collisions | 19 | |
Method cache dunder hits | 0 | |
Method cache dunder misses | 0 |
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 |
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. |
10,040 | |
Traces created
ⓘThe number of traces that were successfully created. |
60 | 0.6% |
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. |
9,980 | 99.4% |
Trace too long
ⓘA trace is truncated because it is longer than the instruction buffer. |
0 | 0.0% |
Trace too short
ⓘA potential trace is abandoned because it it too short. |
9,980 | 99.4% |
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. |
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 | 0.0% |
Traces executed
ⓘThe number of traces that were executed |
81,768,100 | |
Uops executed
ⓘThe total number of uops (micro-operations) that were executed |
1,952,394,960 | 2,387.7% |
Count | Ratio | |
---|---|---|
Optimizer attempts
ⓘThe number of times the trace optimizer (_Py_uop_analyze_and_optimize) was run. |
60 | |
Optimizer successes
ⓘThe number of traces that were successfully optimized. |
60 | 100.0% |
Optimizer no memory
ⓘThe number of optimizations that failed due to no memory. |
0 | 0.0% |
Remove globals builtins changed
ⓘThe builtins changed during optimization |
0 | 0.0% |
Remove globals incorrect keys
ⓘThe keys in the globals dictionary aren't what was expected |
0 | 0.0% |
trace length histogram
Range | Count | Ratio |
---|---|---|
<= 1 | 0 | 0.0% |
<= 2 | 0 | 0.0% |
<= 4 | 0 | 0.0% |
<= 8 | 40 | 66.7% |
<= 16 | 0 | 0.0% |
<= 32 | 0 | 0.0% |
<= 64 | 20 | 33.3% |
optimized trace length histogram
Range | Count | Ratio |
---|---|---|
<= 1 | 0 | 0.0% |
<= 2 | 0 | 0.0% |
<= 4 | 0 | 0.0% |
<= 8 | 40 | 66.7% |
<= 16 | 0 | 0.0% |
<= 32 | 0 | 0.0% |
<= 64 | 20 | 33.3% |
trace run length histogram
Range | Count | Ratio |
---|---|---|
<= 1 | 0 | 0.0% |
<= 2 | 0 | 0.0% |
<= 4 | 500 | 0.0% |
uop execution stats
Name | Count | Self | Cumulative | Miss ratio |
---|---|---|---|---|
_BINARY_OP_ADD_INT | 202,797,500 | 10.4% | 10.4% | |
_SET_IP | 162,718,880 | 8.3% | 18.7% | |
_LOAD_FAST_0 | 122,073,240 | 6.3% | 25.0% | |
_CHECK_VALIDITY | 121,764,140 | 6.2% | 31.2% | |
_LOAD_FAST_1 | 121,761,740 | 6.2% | 37.4% | |
_MAKE_WARM | 81,768,100 | 4.2% | 41.6% | |
_START_EXECUTOR | 81,768,100 | 4.2% | 45.8% | |
_BINARY_OP | 81,119,000 | 4.2% | 50.0% | |
_LOAD_SMALL_INT_1 | 81,119,000 | 4.2% | 54.1% | |
_EXIT_TRACE | 41,279,660 | 2.1% | 56.2% | |
_CHECK_PERIODIC | 40,957,140 | 2.1% | 58.3% | |
_CHECK_VALIDITY_AND_SET_IP | 40,730,280 | 2.1% | 60.4% | |
_FOR_ITER_TIER_TWO | 40,645,140 | 2.1% | 62.5% | 0.8% |
_TIER2_RESUME_CHECK | 40,645,140 | 2.1% | 64.6% | 0.0% |
_LOAD_FAST_3 | 40,584,100 | 2.1% | 66.7% | |
_BINARY_OP_MULTIPLY_INT | 40,559,500 | 2.1% | 68.8% | |
_GUARD_BOTH_INT | 40,559,500 | 2.1% | 70.8% | |
_LOAD_CONST_INLINE | 40,559,500 | 2.1% | 72.9% | |
_LOAD_SMALL_INT_2 | 40,559,500 | 2.1% | 75.0% | |
_CHECK_STACK_SPACE | 40,487,940 | 2.1% | 77.1% | |
_DYNAMIC_EXIT | 40,487,940 | 2.1% | 79.1% | |
_PUSH_FRAME | 40,487,940 | 2.1% | 81.2% | |
_SAVE_RETURN_OFFSET | 40,487,940 | 2.1% | 83.3% | |
_UNPACK_SEQUENCE_TWO_TUPLE | 40,418,280 | 2.1% | 85.3% | |
_CHECK_FUNCTION | 40,333,140 | 2.1% | 87.4% | |
_CHECK_FUNCTION_VERSION_INLINE | 40,333,140 | 2.1% | 89.5% | |
_INIT_CALL_PY_EXACT_ARGS_2 | 40,333,140 | 2.1% | 91.5% | |
_LOAD_CONST_INLINE_WITH_NULL | 40,333,140 | 2.1% | 93.6% | |
_LOAD_FAST_4 | 40,333,140 | 2.1% | 95.7% | |
_STORE_FAST_4 | 40,333,140 | 2.1% | 97.7% | |
_STORE_FAST_5 | 40,333,140 | 2.1% | 99.8% | |
_LOAD_FAST_2 | 394,740 | 0.0% | 99.8% | |
_STORE_FAST_2 | 394,740 | 0.0% | 99.8% | |
_GUARD_NOT_EXHAUSTED_RANGE | 312,000 | 0.0% | 99.9% | 0.8% |
_ITER_CHECK_RANGE | 312,000 | 0.0% | 99.9% | |
_CHECK_FUNCTION_VERSION | 309,600 | 0.0% | 99.9% | 50.0% |
_PUSH_NULL | 309,600 | 0.0% | 99.9% | |
_BUILD_TUPLE | 309,600 | 0.0% | 99.9% | |
_ITER_NEXT_RANGE | 309,600 | 0.0% | 99.9% | |
_POP_TOP | 250,960 | 0.0% | 100.0% | |
_CHECK_FUNCTION_EXACT_ARGS | 154,800 | 0.0% | 100.0% | |
_INIT_CALL_PY_EXACT_ARGS_1 | 154,800 | 0.0% | 100.0% | |
_GET_ITER | 85,140 | 0.0% | 100.0% | |
_CALL_BUILTIN_CLASS | 85,140 | 0.0% | 100.0% | |
_LOAD_CONST_INLINE_BORROW_WITH_NULL | 85,140 | 0.0% | 100.0% | |
_LOAD_SMALL_INT_0 | 85,140 | 0.0% | 100.0% | |
_STORE_FAST_1 | 85,140 | 0.0% | 100.0% | |
_STORE_FAST_3 | 85,140 | 0.0% | 100.0% | |
_DEOPT | 500 | 0.0% | 100.0% |
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 |
---|---|---|---|
_START_EXECUTOR _MAKE_WARM | 81,768,100 | 4.2% | 4.2% |
_SET_IP _BINARY_OP | 81,119,000 | 4.2% | 8.3% |
_BINARY_OP _CHECK_VALIDITY | 81,119,000 | 4.2% | 12.5% |
_BINARY_OP_ADD_INT _LOAD_SMALL_INT_1 | 81,119,000 | 4.2% | 16.7% |
_LOAD_FAST_0 _LOAD_FAST_1 | 81,119,000 | 4.2% | 20.8% |
_LOAD_SMALL_INT_1 _BINARY_OP_ADD_INT | 81,119,000 | 4.2% | 25.0% |
_SET_IP _CHECK_PERIODIC | 40,872,000 | 2.1% | 27.1% |
_MAKE_WARM _SET_IP | 40,872,000 | 2.1% | 29.1% |
_CHECK_PERIODIC _CHECK_VALIDITY_AND_SET_IP | 40,645,140 | 2.1% | 31.2% |
_CHECK_VALIDITY_AND_SET_IP _FOR_ITER_TIER_TWO | 40,645,140 | 2.1% | 33.3% |
_MAKE_WARM _TIER2_RESUME_CHECK | 40,645,140 | 2.1% | 35.4% |
_BINARY_OP_ADD_INT _SET_IP | 40,559,500 | 2.1% | 37.5% |
_BINARY_OP_ADD_INT _BINARY_OP_MULTIPLY_INT | 40,559,500 | 2.1% | 39.5% |
_BINARY_OP_ADD_INT _LOAD_FAST_0 | 40,559,500 | 2.1% | 41.6% |
_BINARY_OP_MULTIPLY_INT _LOAD_SMALL_INT_2 | 40,559,500 | 2.1% | 43.7% |
_CHECK_VALIDITY _EXIT_TRACE | 40,559,500 | 2.1% | 45.8% |
_CHECK_VALIDITY _LOAD_FAST_0 | 40,559,500 | 2.1% | 47.9% |
_GUARD_BOTH_INT _BINARY_OP_ADD_INT | 40,559,500 | 2.1% | 49.9% |
_LOAD_CONST_INLINE _LOAD_FAST_0 | 40,559,500 | 2.1% | 52.0% |
_LOAD_FAST_0 _BINARY_OP_ADD_INT | 40,559,500 | 2.1% | 54.1% |
_LOAD_FAST_1 _BINARY_OP_ADD_INT | 40,559,500 | 2.1% | 56.2% |
_LOAD_FAST_1 _GUARD_BOTH_INT | 40,559,500 | 2.1% | 58.2% |
_LOAD_SMALL_INT_2 _SET_IP | 40,559,500 | 2.1% | 60.3% |
_TIER2_RESUME_CHECK _LOAD_CONST_INLINE | 40,559,500 | 2.1% | 62.4% |
_PUSH_FRAME _DYNAMIC_EXIT | 40,487,940 | 2.1% | 64.5% |
_SAVE_RETURN_OFFSET _PUSH_FRAME | 40,487,940 | 2.1% | 66.5% |
_UNPACK_SEQUENCE_TWO_TUPLE _STORE_FAST_4 | 40,333,140 | 2.1% | 68.6% |
_SET_IP _CHECK_FUNCTION_VERSION_INLINE | 40,333,140 | 2.1% | 70.7% |
_CHECK_FUNCTION_VERSION_INLINE _CHECK_STACK_SPACE | 40,333,140 | 2.1% | 72.7% |
_CHECK_STACK_SPACE _INIT_CALL_PY_EXACT_ARGS_2 | 40,333,140 | 2.1% | 74.8% |
_CHECK_VALIDITY _UNPACK_SEQUENCE_TWO_TUPLE | 40,333,140 | 2.1% | 76.9% |
_FOR_ITER_TIER_TWO _CHECK_VALIDITY | 40,333,140 | 2.1% | 78.9% |
_INIT_CALL_PY_EXACT_ARGS_2 _SAVE_RETURN_OFFSET | 40,333,140 | 2.1% | 81.0% |
_STORE_FAST_4 _STORE_FAST_5 | 40,333,140 | 2.1% | 83.1% |
_STORE_FAST_5 _LOAD_FAST_3 | 40,333,140 | 2.1% | 85.1% |
_CHECK_FUNCTION _LOAD_CONST_INLINE_WITH_NULL | 40,248,000 | 2.1% | 87.2% |
_LOAD_FAST_3 _CHECK_FUNCTION | 40,248,000 | 2.1% | 89.3% |
_LOAD_CONST_INLINE_WITH_NULL _LOAD_FAST_4 | 20,209,140 | 1.0% | 90.3% |
_LOAD_FAST_1 _SET_IP | 20,209,140 | 1.0% | 91.3% |
_LOAD_FAST_4 _LOAD_FAST_1 | 20,209,140 | 1.0% | 92.4% |
_LOAD_CONST_INLINE_WITH_NULL _LOAD_FAST_1 | 20,124,000 | 1.0% | 93.4% |
_LOAD_FAST_1 _LOAD_FAST_4 | 20,124,000 | 1.0% | 94.4% |
_LOAD_FAST_4 _SET_IP | 20,124,000 | 1.0% | 95.5% |
_CHECK_PERIODIC _CHECK_VALIDITY | 312,000 | 0.0% | 95.5% |
_CHECK_VALIDITY _ITER_CHECK_RANGE | 312,000 | 0.0% | 95.5% |
_FOR_ITER_TIER_TWO _EXIT_TRACE | 312,000 | 0.0% | 95.5% |
_ITER_CHECK_RANGE _GUARD_NOT_EXHAUSTED_RANGE | 312,000 | 0.0% | 95.5% |
_PUSH_NULL _LOAD_FAST_2 | 309,600 | 0.0% | 95.5% |
_BUILD_TUPLE _SET_IP | 309,600 | 0.0% | 95.6% |
_SET_IP _CHECK_FUNCTION_VERSION | 309,600 | 0.0% | 95.6% |
_GUARD_NOT_EXHAUSTED_RANGE _ITER_NEXT_RANGE | 309,600 | 0.0% | 95.6% |
_ITER_NEXT_RANGE _STORE_FAST_2 | 309,600 | 0.0% | 95.6% |
_LOAD_FAST_0 _PUSH_NULL | 309,600 | 0.0% | 95.6% |
_LOAD_FAST_1 _BUILD_TUPLE | 309,600 | 0.0% | 95.6% |
_LOAD_FAST_2 _LOAD_FAST_1 | 309,600 | 0.0% | 95.7% |
_STORE_FAST_2 _LOAD_FAST_0 | 309,600 | 0.0% | 95.7% |
_POP_TOP _LOAD_FAST_3 | 250,960 | 0.0% | 95.7% |
_LOAD_FAST_3 _EXIT_TRACE | 250,960 | 0.0% | 95.7% |
_MAKE_WARM _POP_TOP | 250,960 | 0.0% | 95.7% |
_CHECK_FUNCTION_EXACT_ARGS _CHECK_STACK_SPACE | 154,800 | 0.0% | 95.7% |
_CHECK_FUNCTION_VERSION _EXIT_TRACE | 154,800 | 0.0% | 95.7% |
_CHECK_FUNCTION_VERSION _CHECK_FUNCTION_EXACT_ARGS | 154,800 | 0.0% | 95.7% |
_CHECK_STACK_SPACE _INIT_CALL_PY_EXACT_ARGS_1 | 154,800 | 0.0% | 95.7% |
_INIT_CALL_PY_EXACT_ARGS_1 _SAVE_RETURN_OFFSET | 154,800 | 0.0% | 95.7% |
_GET_ITER _CHECK_VALIDITY_AND_SET_IP | 85,140 | 0.0% | 95.8% |
_UNPACK_SEQUENCE_TWO_TUPLE _STORE_FAST_1 | 85,140 | 0.0% | 95.8% |
_SET_IP _CALL_BUILTIN_CLASS | 85,140 | 0.0% | 95.8% |
_CALL_BUILTIN_CLASS _CHECK_PERIODIC | 85,140 | 0.0% | 95.8% |
_CHECK_FUNCTION _LOAD_CONST_INLINE_BORROW_WITH_NULL | 85,140 | 0.0% | 95.8% |
_CHECK_VALIDITY_AND_SET_IP _GET_ITER | 85,140 | 0.0% | 95.8% |
_LOAD_CONST_INLINE_BORROW_WITH_NULL _LOAD_FAST_2 | 85,140 | 0.0% | 95.8% |
_LOAD_FAST_0 _UNPACK_SEQUENCE_TWO_TUPLE | 85,140 | 0.0% | 95.8% |
_LOAD_FAST_2 _SET_IP | 85,140 | 0.0% | 95.8% |
_LOAD_FAST_3 _LOAD_CONST_INLINE_WITH_NULL | 85,140 | 0.0% | 95.8% |
_LOAD_SMALL_INT_0 _STORE_FAST_3 | 85,140 | 0.0% | 95.8% |
_STORE_FAST_1 _STORE_FAST_2 | 85,140 | 0.0% | 95.8% |
_STORE_FAST_2 _LOAD_SMALL_INT_0 | 85,140 | 0.0% | 95.8% |
_STORE_FAST_3 _CHECK_FUNCTION | 85,140 | 0.0% | 95.8% |
_TIER2_RESUME_CHECK _LOAD_FAST_0 | 85,140 | 0.0% | 95.8% |
_GUARD_NOT_EXHAUSTED_RANGE _EXIT_TRACE | 2,400 | 0.0% | 95.8% |
_TIER2_RESUME_CHECK _DEOPT | 500 | 0.0% | 95.8% |
unsupported opcodes
Optimization stopped after encountering this opcode
Counts of rare/unlikely events
Event | Count |
---|---|
set class
ⓘSetting an object's class, |
0 |
set bases
ⓘSetting the bases of a class, |
0 |
set eval frame func
ⓘSetting the PEP 523 frame eval function |
0 |
builtin dict
ⓘModifying the builtins, |
0 |
func modification
ⓘModifying a function, e.g. |
0 |
watched dict modification
ⓘA watched dict has been modified |
0 |
watched globals modification
ⓘA watched |
0 |
Meta statistics
Count | |
---|---|
Number of data files | 20 |
Stats gathered on: 2024-12-15