- benchmark: generators
- fork: python
- ref: 22a442181d5f1ac496dac08e24fd852de404882f
- commit hash: 22a4421
- commit date: 2025-01-11T19:27:47+00:00
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 |
|---|---|---|---|---|
| YIELD_VALUE | 376,548,780 | 41.7% | 41.7% | |
| LOAD_FAST | 57,740,600 | 6.4% | 48.1% | |
| RETURN_VALUE | 48,003,540 | 5.3% | 53.4% | |
| STORE_FAST | 42,002,880 | 4.7% | 58.1% | |
| LOAD_CONST_IMMORTAL | 32,278,320 | 3.6% | 61.7% | |
| LOAD_FAST_LOAD_FAST | 30,003,300 | 3.3% | 65.0% | |
| ENTER_EXECUTOR | 24,013,620 | 2.7% | 67.7% | |
| POP_TOP | 24,003,340 | 2.7% | 70.3% | |
| LOAD_SMALL_INT | 24,002,700 | 2.7% | 73.0% | |
| INTERPRETER_EXIT | 24,001,260 | 2.7% | 75.6% | |
| RETURN_GENERATOR | 24,000,600 | 2.7% | 78.3% | |
| END_SEND | 24,000,300 | 2.7% | 81.0% | |
| RESUME_CHECK | 18,014,720 | 2.0% | 83.0% | 0.1% |
| LOAD_GLOBAL_MODULE | 18,002,220 | 2.0% | 85.0% | |
| STORE_ATTR_INSTANCE_VALUE | 18,001,800 | 2.0% | 86.9% | |
| LOAD_ATTR_INSTANCE_VALUE | 15,734,960 | 1.7% | 88.7% | |
| POP_JUMP_IF_FALSE | 12,005,500 | 1.3% | 90.0% | |
| LOAD_GLOBAL_BUILTIN | 12,001,680 | 1.3% | 91.4% | |
| CALL_PY_EXACT_ARGS | 12,001,560 | 1.3% | 92.7% | |
| CALL_LEN | 12,001,320 | 1.3% | 94.0% | |
| COMPARE_OP_INT | 12,001,320 | 1.3% | 95.3% | |
| BINARY_SLICE | 12,001,200 | 1.3% | 96.7% | |
| BINARY_SUBSCR | 6,002,080 | 0.7% | 97.3% | |
| BINARY_OP | 6,002,080 | 0.7% | 98.0% | |
| EXIT_INIT_CHECK | 6,000,600 | 0.7% | 98.7% | |
| BINARY_OP_ADD_INT | 6,000,600 | 0.7% | 99.3% | |
| CALL_ALLOC_AND_ENTER_INIT | 6,000,600 | 0.7% | 100.0% | |
| SEND_GEN | 9,640 | 0.0% | 100.0% | |
| JUMP_BACKWARD_NO_INTERRUPT | 8,260 | 0.0% | 100.0% | |
| TO_BOOL_NONE | 2,740 | 0.0% | 100.0% | 16.8% |
| TO_BOOL_ALWAYS_TRUE | 1,380 | 0.0% | 100.0% | 33.3% |
| GET_YIELD_FROM_ITER | 1,380 | 0.0% | 100.0% | |
| JUMP_BACKWARD | 640 | 0.0% | 100.0% | |
| FOR_ITER_GEN | 580 | 0.0% | 100.0% | |
| PUSH_NULL | 420 | 0.0% | 100.0% | |
| CALL | 400 | 0.0% | 100.0% | |
| POP_ITER | 360 | 0.0% | 100.0% | |
| CALL_BUILTIN_CLASS | 360 | 0.0% | 100.0% | |
| GET_ITER | 300 | 0.0% | 100.0% | |
| LOAD_ATTR | 300 | 0.0% | 100.0% | |
| CALL_NON_PY_GENERAL | 300 | 0.0% | 100.0% | |
| FOR_ITER_RANGE | 300 | 0.0% | 100.0% | |
| LOAD_GLOBAL | 260 | 0.0% | 100.0% | |
| END_FOR | 240 | 0.0% | 100.0% | |
| LOAD_ATTR_MODULE | 240 | 0.0% | 100.0% | |
| LOAD_CONST | 180 | 0.0% | 100.0% | |
| BUILD_TUPLE | 120 | 0.0% | 100.0% | |
| CALL_FUNCTION_EX | 120 | 0.0% | 100.0% | |
| LOAD_DEREF | 120 | 0.0% | 100.0% | |
| POP_JUMP_IF_TRUE | 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% | |
| COMPARE_OP | 80 | 0.0% | 100.0% | |
| MAKE_FUNCTION | 60 | 0.0% | 100.0% | |
| NOP | 60 | 0.0% | 100.0% | |
| BUILD_LIST | 60 | 0.0% | 100.0% | |
| CALL_INTRINSIC_1 | 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% | |
| LIST_EXTEND | 60 | 0.0% | 100.0% | |
| MAKE_CELL | 60 | 0.0% | 100.0% | |
| POP_JUMP_IF_NOT_NONE | 60 | 0.0% | 100.0% | |
| SET_FUNCTION_ATTRIBUTE | 60 | 0.0% | 100.0% | |
| STORE_DEREF | 60 | 0.0% | 100.0% | |
| STORE_FAST_STORE_FAST | 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% | |
| 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 |
|---|---|---|---|
| YIELD_VALUE YIELD_VALUE | 352,548,180 | 39.1% | 39.1% |
| CACHE RETURN_GENERATOR | 24,000,600 | 2.7% | 41.7% |
| RETURN_GENERATOR INTERPRETER_EXIT | 24,000,600 | 2.7% | 44.4% |
| END_SEND POP_TOP | 24,000,300 | 2.7% | 47.0% |
| RETURN_VALUE END_SEND | 24,000,300 | 2.7% | 49.7% |
| STORE_FAST ENTER_EXECUTOR | 24,000,000 | 2.7% | 52.4% |
| YIELD_VALUE STORE_FAST | 24,000,000 | 2.7% | 55.0% |
| LOAD_CONST_IMMORTAL RETURN_VALUE | 20,275,320 | 2.2% | 57.3% |
| LOAD_FAST LOAD_SMALL_INT | 18,001,980 | 2.0% | 59.3% |
| LOAD_FAST_LOAD_FAST STORE_ATTR_INSTANCE_VALUE | 18,001,800 | 2.0% | 61.3% |
| LOAD_FAST LOAD_ATTR_INSTANCE_VALUE | 15,734,860 | 1.7% | 63.0% |
| POP_TOP LOAD_FAST | 15,731,560 | 1.7% | 64.7% |
| LOAD_ATTR_INSTANCE_VALUE YIELD_VALUE | 15,729,220 | 1.7% | 66.5% |
| ENTER_EXECUTOR RETURN_VALUE | 15,726,780 | 1.7% | 68.2% |
| STORE_FAST LOAD_FAST | 12,001,860 | 1.3% | 69.6% |
| CALL_PY_EXACT_ARGS RESUME_CHECK | 12,001,500 | 1.3% | 70.9% |
| LOAD_GLOBAL_BUILTIN LOAD_FAST | 12,001,380 | 1.3% | 72.2% |
| RESUME_CHECK LOAD_GLOBAL_BUILTIN | 12,001,360 | 1.3% | 73.6% |
| LOAD_FAST CALL_LEN | 12,001,320 | 1.3% | 74.9% |
| LOAD_SMALL_INT COMPARE_OP_INT | 12,001,320 | 1.3% | 76.2% |
| CALL_LEN STORE_FAST | 12,001,320 | 1.3% | 77.5% |
| COMPARE_OP_INT POP_JUMP_IF_FALSE | 12,001,320 | 1.3% | 78.9% |
| BINARY_SLICE CALL_PY_EXACT_ARGS | 12,001,200 | 1.3% | 80.2% |
| STORE_ATTR_INSTANCE_VALUE LOAD_FAST_LOAD_FAST | 12,001,200 | 1.3% | 81.5% |
| POP_TOP LOAD_CONST_IMMORTAL | 8,271,720 | 0.9% | 82.5% |
| ENTER_EXECUTOR YIELD_VALUE | 8,271,380 | 0.9% | 83.4% |
| POP_JUMP_IF_FALSE LOAD_CONST_IMMORTAL | 6,003,000 | 0.7% | 84.0% |
| POP_JUMP_IF_FALSE LOAD_FAST | 6,002,500 | 0.7% | 84.7% |
| LOAD_FAST LOAD_CONST_IMMORTAL | 6,000,720 | 0.7% | 85.4% |
| STORE_FAST LOAD_GLOBAL_MODULE | 6,000,720 | 0.7% | 86.0% |
| RETURN_VALUE RETURN_VALUE | 6,000,660 | 0.7% | 86.7% |
| LOAD_GLOBAL_MODULE LOAD_FAST_LOAD_FAST | 6,000,660 | 0.7% | 87.4% |
| BINARY_SUBSCR LOAD_GLOBAL_MODULE | 6,000,600 | 0.7% | 88.0% |
| EXIT_INIT_CHECK RETURN_VALUE | 6,000,600 | 0.7% | 88.7% |
| RETURN_VALUE EXIT_INIT_CHECK | 6,000,600 | 0.7% | 89.4% |
| RETURN_VALUE LOAD_FAST_LOAD_FAST | 6,000,600 | 0.7% | 90.0% |
| RETURN_VALUE CALL_ALLOC_AND_ENTER_INIT | 6,000,600 | 0.7% | 90.7% |
| BINARY_OP STORE_FAST | 6,000,600 | 0.7% | 91.3% |
| LOAD_FAST BINARY_SLICE | 6,000,600 | 0.7% | 92.0% |
| LOAD_FAST_LOAD_FAST BINARY_SUBSCR | 6,000,600 | 0.7% | 92.7% |
| LOAD_FAST_LOAD_FAST LOAD_SMALL_INT | 6,000,600 | 0.7% | 93.3% |
| LOAD_SMALL_INT BINARY_OP | 6,000,600 | 0.7% | 94.0% |
| LOAD_SMALL_INT BINARY_OP_ADD_INT | 6,000,600 | 0.7% | 94.7% |
| BINARY_OP_ADD_INT LOAD_CONST_IMMORTAL | 6,000,600 | 0.7% | 95.3% |
| CALL_ALLOC_AND_ENTER_INIT RESUME_CHECK | 6,000,600 | 0.7% | 96.0% |
| LOAD_CONST_IMMORTAL BINARY_SLICE | 6,000,600 | 0.7% | 96.7% |
| LOAD_CONST_IMMORTAL LOAD_FAST | 6,000,600 | 0.7% | 97.3% |
| LOAD_GLOBAL_MODULE LOAD_FAST | 6,000,600 | 0.7% | 98.0% |
| LOAD_GLOBAL_MODULE LOAD_GLOBAL_MODULE | 6,000,600 | 0.7% | 98.7% |
| RESUME_CHECK LOAD_FAST_LOAD_FAST | 6,000,600 | 0.7% | 99.3% |
| STORE_ATTR_INSTANCE_VALUE LOAD_CONST_IMMORTAL | 6,000,600 | 0.7% | 100.0% |
| ENTER_EXECUTOR RESUME_CHECK | 12,380 | 0.0% | 100.0% |
| SEND_GEN ENTER_EXECUTOR | 9,640 | 0.0% | 100.0% |
| JUMP_BACKWARD_NO_INTERRUPT SEND_GEN | 8,260 | 0.0% | 100.0% |
| RESUME_CHECK JUMP_BACKWARD_NO_INTERRUPT | 8,260 | 0.0% | 100.0% |
| LOAD_ATTR_INSTANCE_VALUE TO_BOOL_NONE | 2,740 | 0.0% | 100.0% |
| RESUME_CHECK POP_TOP | 2,740 | 0.0% | 100.0% |
| TO_BOOL_NONE POP_JUMP_IF_FALSE | 2,740 | 0.0% | 100.0% |
| ENTER_EXECUTOR ENTER_EXECUTOR | 2,740 | 0.0% | 100.0% |
| RESUME_CHECK LOAD_FAST | 1,560 | 0.0% | 100.0% |
| BINARY_SUBSCR BINARY_SUBSCR | 1,460 | 0.0% | 100.0% |
| BINARY_OP BINARY_OP | 1,460 | 0.0% | 100.0% |
| GET_YIELD_FROM_ITER LOAD_CONST_IMMORTAL | 1,380 | 0.0% | 100.0% |
| LOAD_ATTR_INSTANCE_VALUE GET_YIELD_FROM_ITER | 1,380 | 0.0% | 100.0% |
| LOAD_ATTR_INSTANCE_VALUE TO_BOOL_ALWAYS_TRUE | 1,380 | 0.0% | 100.0% |
| LOAD_CONST_IMMORTAL SEND_GEN | 1,380 | 0.0% | 100.0% |
| TO_BOOL_ALWAYS_TRUE POP_JUMP_IF_FALSE | 1,380 | 0.0% | 100.0% |
| CACHE ENTER_EXECUTOR | 660 | 0.0% | 100.0% |
| YIELD_VALUE INTERPRETER_EXIT | 600 | 0.0% | 100.0% |
| FOR_ITER_GEN ENTER_EXECUTOR | 580 | 0.0% | 100.0% |
| JUMP_BACKWARD FOR_ITER_GEN | 340 | 0.0% | 100.0% |
| ENTER_EXECUTOR JUMP_BACKWARD | 340 | 0.0% | 100.0% |
| LOAD_FAST GET_ITER | 300 | 0.0% | 100.0% |
| END_FOR POP_ITER | 240 | 0.0% | 100.0% |
| GET_ITER FOR_ITER_GEN | 240 | 0.0% | 100.0% |
| POP_ITER JUMP_BACKWARD | 240 | 0.0% | 100.0% |
| RETURN_VALUE END_FOR | 240 | 0.0% | 100.0% |
| RETURN_VALUE STORE_FAST | 240 | 0.0% | 100.0% |
| JUMP_BACKWARD FOR_ITER_RANGE | 240 | 0.0% | 100.0% |
| FOR_ITER_RANGE STORE_FAST | 240 | 0.0% | 100.0% |
| LOAD_ATTR_MODULE PUSH_NULL | 240 | 0.0% | 100.0% |
| RETURN_VALUE POP_TOP | 180 | 0.0% | 100.0% |
| STORE_FAST LOAD_CONST_IMMORTAL | 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_GLOBAL LOAD_GLOBAL_MODULE | 140 | 0.0% | 100.0% |
| PUSH_NULL LOAD_FAST | 120 | 0.0% | 100.0% |
| CALL CALL_BUILTIN_CLASS | 120 | 0.0% | 100.0% |
| CALL CALL_PY_EXACT_ARGS | 120 | 0.0% | 100.0% |
| LOAD_FAST PUSH_NULL | 120 | 0.0% | 100.0% |
| LOAD_GLOBAL LOAD_GLOBAL_BUILTIN | 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_GLOBAL_BUILTIN LOAD_SMALL_INT | 120 | 0.0% | 100.0% |
| CALL CALL_NON_PY_GENERAL | 100 | 0.0% | 100.0% |
| PUSH_NULL CALL | 80 | 0.0% | 100.0% |
| LOAD_ATTR LOAD_ATTR_MODULE | 80 | 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% |
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 BINARY_SLICE
| Predecessors | Count | Percentage |
|---|---|---|
| LOAD_FAST | 6,000,600 | 50.0% |
| LOAD_CONST_IMMORTAL | 6,000,600 | 50.0% |
| Successors | Count | Percentage |
|---|---|---|
| CALL_PY_EXACT_ARGS | 12,001,200 | 100.0% |
Successors and predecessors for CACHE
| Successors | Count | Percentage |
|---|---|---|
| RETURN_GENERATOR | 24,000,600 | 100.0% |
| ENTER_EXECUTOR | 660 | 0.0% |
| RESUME_CHECK | 60 | 0.0% |
Successors and predecessors for BINARY_SUBSCR
| Predecessors | Count | Percentage |
|---|---|---|
| LOAD_FAST_LOAD_FAST | 6,000,600 | 100.0% |
| BINARY_SUBSCR | 1,460 | 0.0% |
| LOAD_SMALL_INT | 20 | 0.0% |
| Successors | Count | Percentage |
|---|---|---|
| LOAD_GLOBAL_MODULE | 6,000,600 | 100.0% |
| BINARY_SUBSCR | 1,460 | 0.0% |
| BINARY_SUBSCR_TUPLE_INT | 20 | 0.0% |
Successors and predecessors for END_FOR
| Predecessors | Count | Percentage |
|---|---|---|
| RETURN_VALUE | 240 | 100.0% |
| Successors | Count | Percentage |
|---|---|---|
| POP_ITER | 240 | 100.0% |
Successors and predecessors for END_SEND
| Predecessors | Count | Percentage |
|---|---|---|
| RETURN_VALUE | 24,000,300 | 100.0% |
| Successors | Count | Percentage |
|---|---|---|
| POP_TOP | 24,000,300 | 100.0% |
Successors and predecessors for EXIT_INIT_CHECK
| Predecessors | Count | Percentage |
|---|---|---|
| RETURN_VALUE | 6,000,600 | 100.0% |
| Successors | Count | Percentage |
|---|---|---|
| RETURN_VALUE | 6,000,600 | 100.0% |
Successors and predecessors for GET_ITER
| Predecessors | Count | Percentage |
|---|---|---|
| LOAD_FAST | 300 | 100.0% |
| Successors | Count | Percentage |
|---|---|---|
| FOR_ITER_GEN | 240 | 80.0% |
| FOR_ITER_RANGE | 60 | 20.0% |
Successors and predecessors for GET_YIELD_FROM_ITER
| Predecessors | Count | Percentage |
|---|---|---|
| LOAD_ATTR_INSTANCE_VALUE | 1,380 | 100.0% |
| Successors | Count | Percentage |
|---|---|---|
| LOAD_CONST_IMMORTAL | 1,380 | 100.0% |
Successors and predecessors for INTERPRETER_EXIT
| Predecessors | Count | Percentage |
|---|---|---|
| RETURN_GENERATOR | 24,000,600 | 100.0% |
| YIELD_VALUE | 600 | 0.0% |
| RETURN_VALUE | 60 | 0.0% |
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_ITER
| Predecessors | Count | Percentage |
|---|---|---|
| END_FOR | 240 | 66.7% |
| FOR_ITER | 60 | 16.7% |
| FOR_ITER_RANGE | 60 | 16.7% |
| Successors | Count | Percentage |
|---|---|---|
| JUMP_BACKWARD | 240 | 66.7% |
| LOAD_FAST | 60 | 16.7% |
| LOAD_GLOBAL_MODULE | 40 | 11.1% |
| LOAD_GLOBAL | 20 | 5.6% |
Successors and predecessors for POP_TOP
| Predecessors | Count | Percentage |
|---|---|---|
| END_SEND | 24,000,300 | 100.0% |
| RESUME_CHECK | 2,740 | 0.0% |
| RETURN_VALUE | 180 | 0.0% |
| CALL_METHOD_DESCRIPTOR_O | 60 | 0.0% |
| CALL_NON_PY_GENERAL | 60 | 0.0% |
| Successors | Count | Percentage |
|---|---|---|
| LOAD_FAST | 15,731,560 | 65.5% |
| LOAD_CONST_IMMORTAL | 8,271,720 | 34.5% |
| JUMP_BACKWARD | 60 | 0.0% |
Successors and predecessors for PUSH_NULL
| Predecessors | Count | Percentage |
|---|---|---|
| LOAD_ATTR_MODULE | 240 | 57.1% |
| LOAD_FAST | 120 | 28.6% |
| LOAD_DEREF | 60 | 14.3% |
| Successors | Count | Percentage |
|---|---|---|
| CALL_NON_PY_GENERAL | 160 | 38.1% |
| LOAD_FAST | 120 | 28.6% |
| CALL | 80 | 19.0% |
| LOAD_FAST_LOAD_FAST | 60 | 14.3% |
Successors and predecessors for RETURN_GENERATOR
| Predecessors | Count | Percentage |
|---|---|---|
| CACHE | 24,000,600 | 100.0% |
| Successors | Count | Percentage |
|---|---|---|
| INTERPRETER_EXIT | 24,000,600 | 100.0% |
Successors and predecessors for RETURN_VALUE
| Predecessors | Count | Percentage |
|---|---|---|
| LOAD_CONST_IMMORTAL | 20,275,320 | 42.2% |
| ENTER_EXECUTOR | 15,726,780 | 32.8% |
| RETURN_VALUE | 6,000,660 | 12.5% |
| EXIT_INIT_CHECK | 6,000,600 | 12.5% |
| LOAD_FAST | 60 | 0.0% |
| Successors | Count | Percentage |
|---|---|---|
| END_SEND | 24,000,300 | 50.0% |
| RETURN_VALUE | 6,000,660 | 12.5% |
| EXIT_INIT_CHECK | 6,000,600 | 12.5% |
| LOAD_FAST_LOAD_FAST | 6,000,600 | 12.5% |
| CALL_ALLOC_AND_ENTER_INIT | 6,000,600 | 12.5% |
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_SMALL_INT | 6,000,600 | 100.0% |
| BINARY_OP | 1,460 | 0.0% |
| LOAD_FAST | 20 | 0.0% |
| Successors | Count | Percentage |
|---|---|---|
| STORE_FAST | 6,000,600 | 100.0% |
| BINARY_OP | 1,460 | 0.0% |
| BINARY_OP_SUBTRACT_FLOAT | 20 | 0.0% |
Successors and predecessors for BUILD_LIST
| Predecessors | Count | Percentage |
|---|---|---|
| LOAD_FAST | 60 | 100.0% |
| Successors | Count | Percentage |
|---|---|---|
| LOAD_DEREF | 60 | 100.0% |
Successors and predecessors for BUILD_TUPLE
| Predecessors | Count | Percentage |
|---|---|---|
| LOAD_FAST | 60 | 50.0% |
| LOAD_FAST_LOAD_FAST | 60 | 50.0% |
| Successors | Count | Percentage |
|---|---|---|
| LOAD_CONST | 60 | 50.0% |
| CALL_METHOD_DESCRIPTOR_O | 40 | 33.3% |
| CALL | 20 | 16.7% |
Successors and predecessors for CALL
| Predecessors | Count | Percentage |
|---|---|---|
| PUSH_NULL | 80 | 20.0% |
| LOAD_FAST_LOAD_FAST | 60 | 15.0% |
| CALL_BUILTIN_CLASS | 60 | 15.0% |
| LOAD_SMALL_INT | 40 | 10.0% |
| LOAD_CONST_IMMORTAL | 40 | 10.0% |
| Successors | Count | Percentage |
|---|---|---|
| CALL_BUILTIN_CLASS | 120 | 30.0% |
| CALL_PY_EXACT_ARGS | 120 | 30.0% |
| CALL_NON_PY_GENERAL | 100 | 25.0% |
| CALL_METHOD_DESCRIPTOR_NOARGS | 20 | 5.0% |
| CALL_METHOD_DESCRIPTOR_O | 20 | 5.0% |
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 COMPARE_OP
| Predecessors | Count | Percentage |
|---|---|---|
| CALL_BUILTIN_CLASS | 60 | 75.0% |
| COMPARE_OP | 20 | 25.0% |
| Successors | Count | Percentage |
|---|---|---|
| POP_JUMP_IF_TRUE | 60 | 75.0% |
| COMPARE_OP | 20 | 25.0% |
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 |
|---|---|---|
| JUMP_BACKWARD | 60 | 100.0% |
| Successors | Count | Percentage |
|---|---|---|
| POP_ITER | 60 | 100.0% |
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 |
|---|---|---|
| ENTER_EXECUTOR | 340 | 53.1% |
| POP_ITER | 240 | 37.5% |
| POP_TOP | 60 | 9.4% |
| Successors | Count | Percentage |
|---|---|---|
| FOR_ITER_GEN | 340 | 53.1% |
| FOR_ITER_RANGE | 240 | 37.5% |
| FOR_ITER | 60 | 9.4% |
Successors and predecessors for JUMP_BACKWARD_NO_INTERRUPT
| Predecessors | Count | Percentage |
|---|---|---|
| RESUME_CHECK | 8,260 | 100.0% |
| Successors | Count | Percentage |
|---|---|---|
| SEND_GEN | 8,260 | 100.0% |
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_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 |
|---|---|---|
| BUILD_TUPLE | 60 | 33.3% |
| POP_JUMP_IF_NOT_NONE | 60 | 33.3% |
| LOAD_GLOBAL_BUILTIN | 60 | 33.3% |
| Successors | Count | Percentage |
|---|---|---|
| MAKE_FUNCTION | 60 | 33.3% |
| STORE_FAST | 60 | 33.3% |
| CALL_BUILTIN_CLASS | 40 | 22.2% |
| CALL | 20 | 11.1% |
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 |
|---|---|---|
| POP_TOP | 15,731,560 | 27.2% |
| STORE_FAST | 12,001,860 | 20.8% |
| LOAD_GLOBAL_BUILTIN | 12,001,380 | 20.8% |
| POP_JUMP_IF_FALSE | 6,002,500 | 10.4% |
| LOAD_CONST_IMMORTAL | 6,000,600 | 10.4% |
| Successors | Count | Percentage |
|---|---|---|
| LOAD_SMALL_INT | 18,001,980 | 31.2% |
| LOAD_ATTR_INSTANCE_VALUE | 15,734,860 | 27.3% |
| CALL_LEN | 12,001,320 | 20.8% |
| LOAD_CONST_IMMORTAL | 6,000,720 | 10.4% |
| BINARY_SLICE | 6,000,600 | 10.4% |
Successors and predecessors for LOAD_FAST_LOAD_FAST
| Predecessors | Count | Percentage |
|---|---|---|
| STORE_ATTR_INSTANCE_VALUE | 12,001,200 | 40.0% |
| LOAD_GLOBAL_MODULE | 6,000,660 | 20.0% |
| RETURN_VALUE | 6,000,600 | 20.0% |
| RESUME_CHECK | 6,000,600 | 20.0% |
| PUSH_NULL | 60 | 0.0% |
| Successors | Count | Percentage |
|---|---|---|
| STORE_ATTR_INSTANCE_VALUE | 18,001,800 | 60.0% |
| BINARY_SUBSCR | 6,000,600 | 20.0% |
| LOAD_SMALL_INT | 6,000,600 | 20.0% |
| CALL_PY_EXACT_ARGS | 80 | 0.0% |
| BUILD_TUPLE | 60 | 0.0% |
Successors and predecessors for LOAD_GLOBAL
| Predecessors | Count | Percentage |
|---|---|---|
| STORE_FAST | 60 | 23.1% |
| RESUME_CHECK | 60 | 23.1% |
| LOAD_GLOBAL_BUILTIN | 40 | 15.4% |
| LOAD_GLOBAL_MODULE | 40 | 15.4% |
| POP_ITER | 20 | 7.7% |
| Successors | Count | Percentage |
|---|---|---|
| LOAD_GLOBAL_MODULE | 140 | 53.8% |
| LOAD_GLOBAL_BUILTIN | 120 | 46.2% |
Successors and predecessors for LOAD_SMALL_INT
| Predecessors | Count | Percentage |
|---|---|---|
| LOAD_FAST | 18,001,980 | 75.0% |
| LOAD_FAST_LOAD_FAST | 6,000,600 | 25.0% |
| LOAD_GLOBAL_BUILTIN | 120 | 0.0% |
| Successors | Count | Percentage |
|---|---|---|
| COMPARE_OP_INT | 12,001,320 | 50.0% |
| BINARY_OP | 6,000,600 | 25.0% |
| BINARY_OP_ADD_INT | 6,000,600 | 25.0% |
| CALL_BUILTIN_CLASS | 80 | 0.0% |
| CALL | 40 | 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 |
|---|---|---|
| COMPARE_OP_INT | 12,001,320 | 100.0% |
| TO_BOOL_NONE | 2,740 | 0.0% |
| TO_BOOL_ALWAYS_TRUE | 1,380 | 0.0% |
| TO_BOOL | 60 | 0.0% |
| Successors | Count | Percentage |
|---|---|---|
| LOAD_CONST_IMMORTAL | 6,003,000 | 50.0% |
| LOAD_FAST | 6,002,500 | 50.0% |
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 |
|---|---|---|
| COMPARE_OP | 60 | 50.0% |
| TO_BOOL_BOOL | 60 | 50.0% |
| Successors | Count | Percentage |
|---|---|---|
| NOP | 60 | 50.0% |
| LOAD_GLOBAL_BUILTIN | 40 | 33.3% |
| LOAD_GLOBAL | 20 | 16.7% |
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 |
|---|---|---|
| YIELD_VALUE | 24,000,000 | 57.1% |
| CALL_LEN | 12,001,320 | 28.6% |
| BINARY_OP | 6,000,600 | 14.3% |
| RETURN_VALUE | 240 | 0.0% |
| FOR_ITER_RANGE | 240 | 0.0% |
| Successors | Count | Percentage |
|---|---|---|
| ENTER_EXECUTOR | 24,000,000 | 57.1% |
| LOAD_FAST | 12,001,860 | 28.6% |
| LOAD_GLOBAL_MODULE | 6,000,720 | 14.3% |
| LOAD_CONST_IMMORTAL | 180 | 0.0% |
| JUMP_FORWARD | 60 | 0.0% |
Successors and predecessors for STORE_FAST_STORE_FAST
| Predecessors | Count | Percentage |
|---|---|---|
| UNPACK_SEQUENCE_TWO_TUPLE | 60 | 100.0% |
| Successors | Count | Percentage |
|---|---|---|
| LOAD_FAST | 60 | 100.0% |
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 YIELD_VALUE
| Predecessors | Count | Percentage |
|---|---|---|
| YIELD_VALUE | 352,548,180 | 93.6% |
| LOAD_ATTR_INSTANCE_VALUE | 15,729,220 | 4.2% |
| ENTER_EXECUTOR | 8,271,380 | 2.2% |
| Successors | Count | Percentage |
|---|---|---|
| YIELD_VALUE | 352,548,180 | 93.6% |
| STORE_FAST | 24,000,000 | 6.4% |
| INTERPRETER_EXIT | 600 | 0.0% |
Successors and predecessors for BINARY_OP_ADD_INT
| Predecessors | Count | Percentage |
|---|---|---|
| LOAD_SMALL_INT | 6,000,600 | 100.0% |
| Successors | Count | Percentage |
|---|---|---|
| LOAD_CONST_IMMORTAL | 6,000,600 | 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_ALLOC_AND_ENTER_INIT
| Predecessors | Count | Percentage |
|---|---|---|
| RETURN_VALUE | 6,000,600 | 100.0% |
| Successors | Count | Percentage |
|---|---|---|
| RESUME_CHECK | 6,000,600 | 100.0% |
Successors and predecessors for CALL_BUILTIN_CLASS
| Predecessors | Count | Percentage |
|---|---|---|
| CALL | 120 | 33.3% |
| LOAD_SMALL_INT | 80 | 22.2% |
| RETURN_VALUE | 40 | 11.1% |
| LOAD_CONST | 40 | 11.1% |
| LOAD_FAST | 40 | 11.1% |
| Successors | Count | Percentage |
|---|---|---|
| CALL_PY_EXACT_ARGS | 80 | 22.2% |
| CALL | 60 | 16.7% |
| COMPARE_OP | 60 | 16.7% |
| STORE_FAST | 60 | 16.7% |
| CALL_BUILTIN_CLASS | 40 | 11.1% |
Successors and predecessors for CALL_LEN
| Predecessors | Count | Percentage |
|---|---|---|
| LOAD_FAST | 12,001,320 | 100.0% |
| Successors | Count | Percentage |
|---|---|---|
| STORE_FAST | 12,001,320 | 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 | 53.3% |
| CALL | 100 | 33.3% |
| LOAD_FAST_LOAD_FAST | 40 | 13.3% |
| Successors | Count | Percentage |
|---|---|---|
| POP_TOP | 60 | 20.0% |
| RETURN_VALUE | 60 | 20.0% |
| LOAD_FAST | 60 | 20.0% |
| STORE_DEREF | 60 | 20.0% |
| STORE_FAST | 60 | 20.0% |
Successors and predecessors for CALL_PY_EXACT_ARGS
| Predecessors | Count | Percentage |
|---|---|---|
| BINARY_SLICE | 12,001,200 | 100.0% |
| CALL | 120 | 0.0% |
| LOAD_FAST_LOAD_FAST | 80 | 0.0% |
| CALL_BUILTIN_CLASS | 80 | 0.0% |
| LOAD_ATTR_INSTANCE_VALUE | 40 | 0.0% |
| Successors | Count | Percentage |
|---|---|---|
| RESUME_CHECK | 12,001,500 | 100.0% |
| COPY_FREE_VARS | 60 | 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 COMPARE_OP_INT
| Predecessors | Count | Percentage |
|---|---|---|
| LOAD_SMALL_INT | 12,001,320 | 100.0% |
| Successors | Count | Percentage |
|---|---|---|
| POP_JUMP_IF_FALSE | 12,001,320 | 100.0% |
Successors and predecessors for FOR_ITER_GEN
| Predecessors | Count | Percentage |
|---|---|---|
| JUMP_BACKWARD | 340 | 58.6% |
| GET_ITER | 240 | 41.4% |
| Successors | Count | Percentage |
|---|---|---|
| ENTER_EXECUTOR | 580 | 100.0% |
Successors and predecessors for FOR_ITER_RANGE
| Predecessors | Count | Percentage |
|---|---|---|
| JUMP_BACKWARD | 240 | 80.0% |
| GET_ITER | 60 | 20.0% |
| Successors | Count | Percentage |
|---|---|---|
| STORE_FAST | 240 | 80.0% |
| POP_ITER | 60 | 20.0% |
Successors and predecessors for LOAD_ATTR_INSTANCE_VALUE
| Predecessors | Count | Percentage |
|---|---|---|
| LOAD_FAST | 15,734,860 | 100.0% |
| LOAD_ATTR | 60 | 0.0% |
| LOAD_FAST_LOAD_FAST | 40 | 0.0% |
| Successors | Count | Percentage |
|---|---|---|
| YIELD_VALUE | 15,729,220 | 100.0% |
| TO_BOOL_NONE | 2,740 | 0.0% |
| GET_YIELD_FROM_ITER | 1,380 | 0.0% |
| TO_BOOL_ALWAYS_TRUE | 1,380 | 0.0% |
| LOAD_ATTR_METHOD_NO_DICT | 80 | 0.0% |
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 | 8,271,720 | 25.6% |
| POP_JUMP_IF_FALSE | 6,003,000 | 18.6% |
| LOAD_FAST | 6,000,720 | 18.6% |
| BINARY_OP_ADD_INT | 6,000,600 | 18.6% |
| STORE_ATTR_INSTANCE_VALUE | 6,000,600 | 18.6% |
| Successors | Count | Percentage |
|---|---|---|
| RETURN_VALUE | 20,275,320 | 62.8% |
| BINARY_SLICE | 6,000,600 | 18.6% |
| LOAD_FAST | 6,000,600 | 18.6% |
| SEND_GEN | 1,380 | 0.0% |
| STORE_FAST | 120 | 0.0% |
Successors and predecessors for LOAD_GLOBAL_BUILTIN
| Predecessors | Count | Percentage |
|---|---|---|
| RESUME_CHECK | 12,001,360 | 100.0% |
| LOAD_GLOBAL | 120 | 0.0% |
| LOAD_GLOBAL_MODULE | 80 | 0.0% |
| POP_JUMP_IF_TRUE | 40 | 0.0% |
| CALL_BUILTIN_CLASS | 40 | 0.0% |
| Successors | Count | Percentage |
|---|---|---|
| LOAD_FAST | 12,001,380 | 100.0% |
| LOAD_SMALL_INT | 120 | 0.0% |
| LOAD_CONST | 60 | 0.0% |
| LOAD_GLOBAL | 40 | 0.0% |
| LOAD_GLOBAL_BUILTIN | 40 | 0.0% |
Successors and predecessors for LOAD_GLOBAL_MODULE
| Predecessors | Count | Percentage |
|---|---|---|
| STORE_FAST | 6,000,720 | 33.3% |
| BINARY_SUBSCR | 6,000,600 | 33.3% |
| LOAD_GLOBAL_MODULE | 6,000,600 | 33.3% |
| LOAD_GLOBAL | 140 | 0.0% |
| RESUME_CHECK | 80 | 0.0% |
| Successors | Count | Percentage |
|---|---|---|
| LOAD_FAST_LOAD_FAST | 6,000,660 | 33.3% |
| LOAD_FAST | 6,000,600 | 33.3% |
| LOAD_GLOBAL_MODULE | 6,000,600 | 33.3% |
| LOAD_ATTR_MODULE | 160 | 0.0% |
| LOAD_ATTR | 80 | 0.0% |
Successors and predecessors for RESUME_CHECK
| Predecessors | Count | Percentage |
|---|---|---|
| CALL_PY_EXACT_ARGS | 12,001,500 | 66.6% |
| CALL_ALLOC_AND_ENTER_INIT | 6,000,600 | 33.3% |
| ENTER_EXECUTOR | 12,380 | 0.1% |
| CACHE | 60 | 0.0% |
| CALL_FUNCTION_EX | 60 | 0.0% |
| Successors | Count | Percentage |
|---|---|---|
| LOAD_GLOBAL_BUILTIN | 12,001,360 | 66.6% |
| LOAD_FAST_LOAD_FAST | 6,000,600 | 33.3% |
| JUMP_BACKWARD_NO_INTERRUPT | 8,260 | 0.0% |
| POP_TOP | 2,740 | 0.0% |
| LOAD_FAST | 1,560 | 0.0% |
Successors and predecessors for SEND_GEN
| Predecessors | Count | Percentage |
|---|---|---|
| JUMP_BACKWARD_NO_INTERRUPT | 8,260 | 85.7% |
| LOAD_CONST_IMMORTAL | 1,380 | 14.3% |
| Successors | Count | Percentage |
|---|---|---|
| ENTER_EXECUTOR | 9,640 | 100.0% |
Successors and predecessors for STORE_ATTR_INSTANCE_VALUE
| Predecessors | Count | Percentage |
|---|---|---|
| LOAD_FAST_LOAD_FAST | 18,001,800 | 100.0% |
| Successors | Count | Percentage |
|---|---|---|
| LOAD_FAST_LOAD_FAST | 12,001,200 | 66.7% |
| LOAD_CONST_IMMORTAL | 6,000,600 | 33.3% |
Successors and predecessors for TO_BOOL_ALWAYS_TRUE
| Predecessors | Count | Percentage |
|---|---|---|
| LOAD_ATTR_INSTANCE_VALUE | 1,380 | 100.0% |
| Successors | Count | Percentage |
|---|---|---|
| POP_JUMP_IF_FALSE | 1,380 | 100.0% |
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 TO_BOOL_NONE
| Predecessors | Count | Percentage |
|---|---|---|
| LOAD_ATTR_INSTANCE_VALUE | 2,740 | 100.0% |
| Successors | Count | Percentage |
|---|---|---|
| POP_JUMP_IF_FALSE | 2,740 | 100.0% |
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% |
Successors and predecessors for ENTER_EXECUTOR
| Predecessors | Count | Percentage |
|---|---|---|
| STORE_FAST | 24,000,000 | 99.9% |
| SEND_GEN | 9,640 | 0.0% |
| ENTER_EXECUTOR | 2,740 | 0.0% |
| CACHE | 660 | 0.0% |
| FOR_ITER_GEN | 580 | 0.0% |
| Successors | Count | Percentage |
|---|---|---|
| RETURN_VALUE | 15,726,780 | 65.5% |
| YIELD_VALUE | 8,271,380 | 34.4% |
| RESUME_CHECK | 12,380 | 0.1% |
| ENTER_EXECUTOR | 2,740 | 0.0% |
| JUMP_BACKWARD | 340 | 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. |
6,000,600 | 50.0% |
hit
ⓘSpecialized instructions that complete. |
6,000,660 | 50.0% |
| Success | Count | Ratio |
|---|---|---|
| Success | 20 | 1.4% |
| Failure | 1,460 | 98.6% |
| Failure kind | Count | Ratio |
|---|---|---|
| floor divide | 1,460 | 100.0% |
specialization stats for BINARY_SLICE family
| Kind | Count | Ratio |
|---|---|---|
deferred
ⓘLists the number of "deferred" (i.e. not specialized) instructions executed. |
12,001,200 | 100.0% |
specialization stats for BINARY_SUBSCR family
| Kind | Count | Ratio |
|---|---|---|
deferred
ⓘLists the number of "deferred" (i.e. not specialized) instructions executed. |
6,000,600 | 100.0% |
hit
ⓘSpecialized instructions that complete. |
60 | 0.0% |
| Success | Count | Ratio |
|---|---|---|
| Success | 20 | 1.4% |
| Failure | 1,460 | 98.6% |
| Failure kind | Count | Ratio |
|---|---|---|
| sequence int | 1,460 | 100.0% |
specialization stats for CALL family
| Kind | Count | Ratio |
|---|---|---|
hit
ⓘSpecialized instructions that complete. |
30,003,960 | 100.0% |
| Success | Count | Ratio |
|---|---|---|
| Success | 400 | 100.0% |
| Failure | 0 | 0.0% |
specialization stats for COMPARE_OP family
| Kind | Count | Ratio |
|---|---|---|
deferred
ⓘLists the number of "deferred" (i.e. not specialized) instructions executed. |
60 | 0.0% |
hit
ⓘSpecialized instructions that complete. |
12,001,320 | 100.0% |
| Success | Count | Ratio |
|---|---|---|
| Success | 0 | 0.0% |
| Failure | 20 | 100.0% |
| Failure kind | Count | Ratio |
|---|---|---|
| list | 20 | 100.0% |
specialization stats for FOR_ITER family
| Kind | Count | Ratio |
|---|---|---|
deferred
ⓘLists the number of "deferred" (i.e. not specialized) instructions executed. |
60 | 6.4% |
hit
ⓘSpecialized instructions that complete. |
880 | 93.6% |
specialization stats for LOAD_ATTR family
| Kind | Count | Ratio |
|---|---|---|
deferred
ⓘLists the number of "deferred" (i.e. not specialized) instructions executed. |
60 | 0.0% |
hit
ⓘSpecialized instructions that complete. |
15,735,440 | 100.0% |
| 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. |
30,003,900 | 100.0% |
| Success | Count | Ratio |
|---|---|---|
| Success | 260 | 100.0% |
| Failure | 0 | 0.0% |
specialization stats for SEND family
| Kind | Count | Ratio |
|---|---|---|
hit
ⓘSpecialized instructions that complete. |
9,640 | 100.0% |
specialization stats for STORE_ATTR family
| Kind | Count | Ratio |
|---|---|---|
hit
ⓘSpecialized instructions that complete. |
18,001,800 | 100.0% |
specialization stats for TO_BOOL family
| Kind | Count | Ratio |
|---|---|---|
deferred
ⓘLists the number of "deferred" (i.e. not specialized) instructions executed. |
60 | 1.8% |
hit
ⓘSpecialized instructions that complete. |
2,340 | 69.6% |
miss
ⓘSpecialized instructions that deopt. |
920 | 27.4% |
| 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. |
60 | 75.0% |
| 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. |
716,340,060 | 79.4% |
Not specialized
ⓘInstructions that could be specialized but aren't, e.g. |
24,006,580 | 2.7% |
Specialized hits
ⓘSpecialized instructions, e.g. |
162,039,060 | 18.0% |
Specialized misses
ⓘSpecialized instructions, e.g. |
16,240 | 0.0% |
Breakdown of deferred (not specialized) instruction counts by family
| Name | Count | Ratio |
|---|---|---|
| BINARY_SLICE | 12,001,200 | 50.0% |
| BINARY_SUBSCR | 6,000,600 | 25.0% |
| BINARY_OP | 6,000,600 | 25.0% |
| TO_BOOL | 60 | 0.0% |
| COMPARE_OP | 60 | 0.0% |
| FOR_ITER | 60 | 0.0% |
| LOAD_ATTR | 60 | 0.0% |
| STORE_SLICE | 0 | 0.0% |
| CACHE | 0 | 0.0% |
| END_FOR | 0 | 0.0% |
Breakdown of misses (specialized deopts) instruction counts by family
| Name | Count | Ratio |
|---|---|---|
| RESUME | 15,320 | 48.5% |
| RESUME_CHECK | 15,320 | 48.5% |
| TO_BOOL_ALWAYS_TRUE | 460 | 1.5% |
| TO_BOOL_NONE | 460 | 1.5% |
| CACHE | 0 | 0.0% |
| END_FOR | 0 | 0.0% |
| END_SEND | 0 | 0.0% |
| EXIT_INIT_CHECK | 0 | 0.0% |
| GET_ITER | 0 | 0.0% |
| GET_YIELD_FROM_ITER | 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 | 24,001,320 | 5.4% |
| Calls to Python functions inlined | 418,551,000 | 94.6% |
| Calls via PyEval_EvalFrame (total) | 24,001,320 | 5.4% |
| Calls via PyEval_EvalFrame (vector) | 24,000,660 | 5.4% |
| Calls via PyEval_EvalFrame (generator) | 660 | 0.0% |
| Calls via PyEval_EvalFrame (legacy) | 0 | 0.0% |
| Calls via PyEval_EvalFrame (function vectorcall) | 24,000,660 | 5.4% |
| 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) | 24,000,600 | 5.4% |
| Calls via PyEval_EvalFrame (method) | 0 | 0.0% |
| Frame objects created | 0 | 0.0% |
| Frames pushed | 48,003,540 | 10.8% |
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 | 36,038,760 | 42.9% |
| Frees to freelist | 36,038,760 | |
| Allocations | 47,991,280 | 57.1% |
| Allocations to 512 bytes | 47,991,280 | 57.1% |
| Allocations to 4 kbytes | 0 | 0.0% |
| Allocations over 4 kbytes | 0 | 0.0% |
| Frees | 47,991,240 | |
| Inline values | 6,000,600 | |
| Interpreter mortal increfs | 856,588,320 | 79.0% |
| Interpreter mortal decrefs | 904,622,980 | 65.9% |
| Mortal increfs | 30,156,737 | 2.8% |
| Mortal decrefs | 66,151,977 | 4.8% |
| Interpreter immortal increfs | 95,979,600 | 8.8% |
| Interpreter immortal decrefs | 233,954,280 | 17.0% |
| Immortal increfs | 101,843,937 | 9.4% |
| Immortal decrefs | 167,885,717 | 12.2% |
| 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 | 193 | |
| Method cache misses | 27 | |
| Method cache collisions | 43 | |
| Method cache dunder hits | 24,002,090 | |
| Method cache dunder misses | 30 |
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 | 2,940 | 160 | 39,460,362 | 8,751,680 | 58,480 |
| 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. |
5,860 | |
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. |
5,860 | 100.0% |
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 abandoned because it it too short. |
5,860 | 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 |
472,537,860 | |
Uops executed
ⓘThe total number of uops (micro-operations) that were executed |
3,676,008,740 | 777.9% |
| 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
| Range | Count | Ratio |
|---|---|---|
| <= 1 | 0 |
optimized trace length histogram
| Range | Count | Ratio |
|---|---|---|
| <= 1 | 0 |
trace run length histogram
| Range | Count | Ratio |
|---|---|---|
| <= 1 | 0 | 0.0% |
| <= 2 | 0 | 0.0% |
| <= 4 | 2,740 | 0.0% |
| <= 8 | 1,380 | 0.0% |
uop execution stats
| Name | Count | Self | Cumulative | Miss ratio |
|---|---|---|---|---|
| _MAKE_WARM | 472,537,860 | 12.9% | 12.9% | |
| _START_EXECUTOR | 472,537,860 | 12.9% | 25.7% | |
| _SET_IP | 424,537,420 | 11.5% | 37.3% | |
| _DYNAMIC_EXIT | 400,538,500 | 10.9% | 48.2% | |
| _PUSH_FRAME | 400,538,500 | 10.9% | 59.1% | |
| _TIER2_RESUME_CHECK | 376,540,520 | 10.2% | 69.3% | 0.0% |
| _SEND_GEN_FRAME | 376,538,840 | 10.2% | 79.5% | |
| _GUARD_TYPE_VERSION | 119,993,080 | 3.3% | 82.8% | 13.1% |
| _POP_TOP | 95,995,540 | 2.6% | 85.4% | |
| _CHECK_MANAGED_OBJECT_HAS_VALUES | 80,267,380 | 2.2% | 87.6% | |
| _LOAD_ATTR_INSTANCE_VALUE_0 | 80,267,380 | 2.2% | 89.8% | |
| _LOAD_FAST_0 | 80,267,380 | 2.2% | 92.0% | |
| _EXIT_TRACE | 71,995,240 | 2.0% | 93.9% | |
| _TO_BOOL_NONE | 39,726,000 | 1.1% | 95.0% | 39.6% |
| _LOAD_CONST_INLINE_BORROW | 39,725,700 | 1.1% | 96.1% | |
| _RESUME_CHECK | 24,000,600 | 0.7% | 96.7% | 0.0% |
| _CHECK_PERIODIC | 23,999,660 | 0.7% | 97.4% | |
| _CHECK_VALIDITY_AND_SET_IP | 23,999,660 | 0.7% | 98.0% | |
| _FOR_ITER_GEN_FRAME | 23,999,660 | 0.7% | 98.7% | |
| _GET_YIELD_FROM_ITER | 23,998,920 | 0.7% | 99.3% | |
| _CHECK_VALIDITY | 23,998,920 | 0.7% | 100.0% | |
| _DEOPT | 4,120 | 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 | 472,537,860 | 12.9% | 12.9% |
| _PUSH_FRAME _DYNAMIC_EXIT | 400,538,500 | 10.9% | 23.8% |
| _MAKE_WARM _TIER2_RESUME_CHECK | 376,540,520 | 10.2% | 34.0% |
| _SET_IP _SEND_GEN_FRAME | 376,538,840 | 10.2% | 44.2% |
| _SEND_GEN_FRAME _PUSH_FRAME | 376,538,840 | 10.2% | 54.5% |
| _TIER2_RESUME_CHECK _SET_IP | 352,539,920 | 9.6% | 64.1% |
| _CHECK_MANAGED_OBJECT_HAS_VALUES _LOAD_ATTR_INSTANCE_VALUE_0 | 80,267,380 | 2.2% | 66.3% |
| _GUARD_TYPE_VERSION _CHECK_MANAGED_OBJECT_HAS_VALUES | 80,267,380 | 2.2% | 68.4% |
| _LOAD_FAST_0 _GUARD_TYPE_VERSION | 80,267,380 | 2.2% | 70.6% |
| _POP_TOP _LOAD_FAST_0 | 39,725,700 | 1.1% | 71.7% |
| _POP_TOP _RESUME_CHECK | 24,000,600 | 0.7% | 72.4% |
| _MAKE_WARM _POP_TOP | 24,000,600 | 0.7% | 73.0% |
| _SET_IP _CHECK_PERIODIC | 23,999,660 | 0.7% | 73.7% |
| _CHECK_PERIODIC _CHECK_VALIDITY_AND_SET_IP | 23,999,660 | 0.7% | 74.3% |
| _CHECK_VALIDITY_AND_SET_IP _FOR_ITER_GEN_FRAME | 23,999,660 | 0.7% | 75.0% |
| _FOR_ITER_GEN_FRAME _PUSH_FRAME | 23,999,660 | 0.7% | 75.6% |
| _MAKE_WARM _SET_IP | 23,999,660 | 0.7% | 76.3% |
| _RESUME_CHECK _LOAD_FAST_0 | 23,999,220 | 0.7% | 76.9% |
| _LOAD_ATTR_INSTANCE_VALUE_0 _TO_BOOL_NONE | 23,999,220 | 0.7% | 77.6% |
| _GET_YIELD_FROM_ITER _CHECK_VALIDITY | 23,998,920 | 0.7% | 78.2% |
| _SET_IP _GET_YIELD_FROM_ITER | 23,998,920 | 0.7% | 78.9% |
| _CHECK_VALIDITY _LOAD_CONST_INLINE_BORROW | 23,998,920 | 0.7% | 79.5% |
| _GUARD_TYPE_VERSION _POP_TOP | 23,998,920 | 0.7% | 80.2% |
| _LOAD_ATTR_INSTANCE_VALUE_0 _SET_IP | 23,998,920 | 0.7% | 80.8% |
| _LOAD_CONST_INLINE_BORROW _SET_IP | 23,998,920 | 0.7% | 81.5% |
| _TO_BOOL_NONE _POP_TOP | 23,998,160 | 0.7% | 82.1% |
| _LOAD_ATTR_INSTANCE_VALUE_0 _GUARD_TYPE_VERSION | 23,997,860 | 0.7% | 82.8% |
| _TIER2_RESUME_CHECK _POP_TOP | 23,997,860 | 0.7% | 83.5% |
| _POP_TOP _EXIT_TRACE | 16,542,460 | 0.5% | 83.9% |
| _MAKE_WARM _LOAD_FAST_0 | 16,542,460 | 0.5% | 84.4% |
| _TO_BOOL_NONE _EXIT_TRACE | 15,727,840 | 0.4% | 84.8% |
| _MAKE_WARM _GUARD_TYPE_VERSION | 15,727,840 | 0.4% | 85.2% |
| _POP_TOP _LOAD_CONST_INLINE_BORROW | 15,726,780 | 0.4% | 85.6% |
| _GUARD_TYPE_VERSION _EXIT_TRACE | 15,726,780 | 0.4% | 86.1% |
| _LOAD_CONST_INLINE_BORROW _EXIT_TRACE | 15,726,780 | 0.4% | 86.5% |
| _MAKE_WARM _TO_BOOL_NONE | 15,726,780 | 0.4% | 86.9% |
| _LOAD_ATTR_INSTANCE_VALUE_0 _EXIT_TRACE | 8,271,380 | 0.2% | 87.1% |
| _TIER2_RESUME_CHECK _DEOPT | 2,740 | 0.0% | 87.1% |
| _RESUME_CHECK _DEOPT | 1,380 | 0.0% | 87.1% |
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: 2025-01-12