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5 changes: 3 additions & 2 deletions Include/internal/pycore_code.h
Original file line number Diff line number Diff line change
Expand Up @@ -310,17 +310,18 @@ too_many_cache_misses(_PyAdaptiveEntry *entry) {
return entry->counter == saturating_zero();
}

#define BACKOFF 64
#define ADAPTIVE_CACHE_BACKOFF 64

static inline void
cache_backoff(_PyAdaptiveEntry *entry) {
entry->counter = BACKOFF;
entry->counter = ADAPTIVE_CACHE_BACKOFF;
}

/* Specialization functions */

int _Py_Specialize_LoadAttr(PyObject *owner, _Py_CODEUNIT *instr, PyObject *name, SpecializedCacheEntry *cache);
int _Py_Specialize_LoadGlobal(PyObject *globals, PyObject *builtins, _Py_CODEUNIT *instr, PyObject *name, SpecializedCacheEntry *cache);
int _Py_Specialize_BinarySubscr(PyObject *sub, PyObject *container, _Py_CODEUNIT *instr);

#define SPECIALIZATION_STATS 0
#define SPECIALIZATION_STATS_DETAILED 0
Expand Down
22 changes: 13 additions & 9 deletions Include/opcode.h

Some generated files are not rendered by default. Learn more about how customized files appear on GitHub.

4 changes: 4 additions & 0 deletions Lib/opcode.py
Original file line number Diff line number Diff line change
Expand Up @@ -220,6 +220,10 @@ def jabs_op(name, op):
del def_op, name_op, jrel_op, jabs_op

_specialized_instructions = [
"BINARY_SUBSCR_ADAPTIVE",
"BINARY_SUBSCR_LIST_INT",
"BINARY_SUBSCR_TUPLE_INT",
"BINARY_SUBSCR_DICT",
"JUMP_ABSOLUTE_QUICK",
"LOAD_ATTR_ADAPTIVE",
"LOAD_ATTR_SPLIT_KEYS",
Expand Down
Original file line number Diff line number Diff line change
@@ -0,0 +1,9 @@
Implement adaptive specialization for BINARY_SUBSCR

Three specialized forms of BINARY_SUBSCR are added:

* BINARY_SUBSCR_LIST_INT

* BINARY_SUBSCR_TUPLE_INT

* BINARY_SUBSCR_DICT
116 changes: 116 additions & 0 deletions Python/ceval.c
Original file line number Diff line number Diff line change
Expand Up @@ -15,6 +15,7 @@
#include "pycore_ceval.h" // _PyEval_SignalAsyncExc()
#include "pycore_code.h"
#include "pycore_initconfig.h" // _PyStatus_OK()
#include "pycore_long.h" // _PyLong_GetZero()
#include "pycore_object.h" // _PyObject_GC_TRACK()
#include "pycore_moduleobject.h"
#include "pycore_pyerrors.h" // _PyErr_Fetch()
Expand Down Expand Up @@ -1398,6 +1399,8 @@ eval_frame_handle_pending(PyThreadState *tstate)

#define DEOPT_IF(cond, instname) if (cond) { goto instname ## _miss; }

#define UPDATE_PREV_INSTR_OPARG(instr, oparg) ((uint8_t*)(instr))[-1] = (oparg)

#define GLOBALS() specials[FRAME_SPECIALS_GLOBALS_OFFSET]
#define BUILTINS() specials[FRAME_SPECIALS_BUILTINS_OFFSET]
#define LOCALS() specials[FRAME_SPECIALS_LOCALS_OFFSET]
Expand Down Expand Up @@ -1913,6 +1916,8 @@ _PyEval_EvalFrameDefault(PyThreadState *tstate, PyFrameObject *f, int throwflag)
}

case TARGET(BINARY_SUBSCR): {
PREDICTED(BINARY_SUBSCR);
STAT_INC(BINARY_SUBSCR, unquickened);
PyObject *sub = POP();
PyObject *container = TOP();
PyObject *res = PyObject_GetItem(container, sub);
Expand All @@ -1924,6 +1929,91 @@ _PyEval_EvalFrameDefault(PyThreadState *tstate, PyFrameObject *f, int throwflag)
DISPATCH();
}

case TARGET(BINARY_SUBSCR_ADAPTIVE): {
if (oparg == 0) {
PyObject *sub = TOP();
PyObject *container = SECOND();
next_instr--;
if (_Py_Specialize_BinarySubscr(container, sub, next_instr) < 0) {
goto error;
}
DISPATCH();
}
else {
STAT_INC(BINARY_SUBSCR, deferred);
// oparg is the adaptive cache counter
UPDATE_PREV_INSTR_OPARG(next_instr, oparg - 1);
assert(_Py_OPCODE(next_instr[-1]) == BINARY_SUBSCR_ADAPTIVE);
assert(_Py_OPARG(next_instr[-1]) == oparg - 1);
JUMP_TO_INSTRUCTION(BINARY_SUBSCR);
}
}

case TARGET(BINARY_SUBSCR_LIST_INT): {
PyObject *sub = TOP();
PyObject *list = SECOND();
DEOPT_IF(!PyLong_CheckExact(sub), BINARY_SUBSCR);
DEOPT_IF(!PyList_CheckExact(list), BINARY_SUBSCR);

// Deopt unless 0 <= sub < PyList_Size(list)
Py_ssize_t signed_magnitude = Py_SIZE(sub);
DEOPT_IF(((size_t)signed_magnitude) > 1, BINARY_SUBSCR);
assert(((PyLongObject *)_PyLong_GetZero())->ob_digit[0] == 0);
Py_ssize_t index = ((PyLongObject*)sub)->ob_digit[0];
DEOPT_IF(index >= PyList_GET_SIZE(list), BINARY_SUBSCR);

STAT_INC(BINARY_SUBSCR, hit);
PyObject *res = PyList_GET_ITEM(list, index);
assert(res != NULL);
Py_INCREF(res);
STACK_SHRINK(1);
Py_DECREF(sub);
SET_TOP(res);
Py_DECREF(list);
DISPATCH();
}

case TARGET(BINARY_SUBSCR_TUPLE_INT): {
PyObject *sub = TOP();
PyObject *tuple = SECOND();
DEOPT_IF(!PyLong_CheckExact(sub), BINARY_SUBSCR);
DEOPT_IF(!PyTuple_CheckExact(tuple), BINARY_SUBSCR);

// Deopt unless 0 <= sub < PyTuple_Size(list)
Py_ssize_t signed_magnitude = Py_SIZE(sub);
DEOPT_IF(((size_t)signed_magnitude) > 1, BINARY_SUBSCR);
assert(((PyLongObject *)_PyLong_GetZero())->ob_digit[0] == 0);
Py_ssize_t index = ((PyLongObject*)sub)->ob_digit[0];
DEOPT_IF(index >= PyTuple_GET_SIZE(tuple), BINARY_SUBSCR);

STAT_INC(BINARY_SUBSCR, hit);
PyObject *res = PyTuple_GET_ITEM(tuple, index);
assert(res != NULL);
Py_INCREF(res);
STACK_SHRINK(1);
Py_DECREF(sub);
SET_TOP(res);
Py_DECREF(tuple);
DISPATCH();
}

case TARGET(BINARY_SUBSCR_DICT): {
PyObject *dict = SECOND();
DEOPT_IF(!PyDict_CheckExact(SECOND()), BINARY_SUBSCR);
STAT_INC(BINARY_SUBSCR, hit);
PyObject *sub = TOP();
PyObject *res = PyDict_GetItemWithError(dict, sub);
if (res == NULL) {
goto binary_subscr_dict_error;
}
Py_INCREF(res);
STACK_SHRINK(1);
Py_DECREF(sub);
SET_TOP(res);
Py_DECREF(dict);
DISPATCH();
}

case TARGET(BINARY_LSHIFT): {
PyObject *right = POP();
PyObject *left = TOP();
Expand Down Expand Up @@ -4327,8 +4417,34 @@ opname ## _miss: \
JUMP_TO_INSTRUCTION(opname); \
}

#define MISS_WITH_OPARG_COUNTER(opname) \
opname ## _miss: \
{ \
STAT_INC(opname, miss); \
uint8_t oparg = saturating_decrement(_Py_OPARG(next_instr[-1])); \
UPDATE_PREV_INSTR_OPARG(next_instr, oparg); \
assert(_Py_OPARG(next_instr[-1]) == oparg); \
if (oparg == saturating_zero()) /* too many cache misses */ { \
oparg = ADAPTIVE_CACHE_BACKOFF; \
next_instr[-1] = _Py_MAKECODEUNIT(opname ## _ADAPTIVE, oparg); \
STAT_INC(opname, deopt); \
} \
JUMP_TO_INSTRUCTION(opname); \
}

MISS_WITH_CACHE(LOAD_ATTR)
MISS_WITH_CACHE(LOAD_GLOBAL)
MISS_WITH_OPARG_COUNTER(BINARY_SUBSCR)

binary_subscr_dict_error:
{
PyObject *sub = POP();
if (!_PyErr_Occurred(tstate)) {
_PyErr_SetKeyError(sub);
}
Py_DECREF(sub);
goto error;
}

error:
/* Double-check exception status. */
Expand Down
22 changes: 11 additions & 11 deletions Python/opcode_targets.h

Some generated files are not rendered by default. Learn more about how customized files appear on GitHub.

48 changes: 47 additions & 1 deletion Python/specialize.c
Original file line number Diff line number Diff line change
Expand Up @@ -78,6 +78,7 @@ _Py_PrintSpecializationStats(void)
printf("Specialization stats:\n");
print_stats(&_specialization_stats[LOAD_ATTR], "load_attr");
print_stats(&_specialization_stats[LOAD_GLOBAL], "load_global");
print_stats(&_specialization_stats[BINARY_SUBSCR], "binary_subscr");
}

#if SPECIALIZATION_STATS_DETAILED
Expand Down Expand Up @@ -162,12 +163,14 @@ get_cache_count(SpecializedCacheOrInstruction *quickened) {
static uint8_t adaptive_opcodes[256] = {
[LOAD_ATTR] = LOAD_ATTR_ADAPTIVE,
[LOAD_GLOBAL] = LOAD_GLOBAL_ADAPTIVE,
[BINARY_SUBSCR] = BINARY_SUBSCR_ADAPTIVE,
};

/* The number of cache entries required for a "family" of instructions. */
static uint8_t cache_requirements[256] = {
[LOAD_ATTR] = 2, /* _PyAdaptiveEntry and _PyLoadAttrCache */
[LOAD_GLOBAL] = 2, /* _PyAdaptiveEntry and _PyLoadGlobalCache */
[BINARY_SUBSCR] = 0,
};

/* Return the oparg for the cache_offset and instruction index.
Expand Down Expand Up @@ -251,7 +254,6 @@ optimize(SpecializedCacheOrInstruction *quickened, int len)
previous_opcode = opcode;
continue;
}
instructions[i] = _Py_MAKECODEUNIT(adaptive_opcode, new_oparg);
previous_opcode = adaptive_opcode;
int entries_needed = cache_requirements[opcode];
if (entries_needed) {
Expand All @@ -261,7 +263,11 @@ optimize(SpecializedCacheOrInstruction *quickened, int len)
_GetSpecializedCacheEntry(instructions, cache0_offset);
cache->adaptive.original_oparg = oparg;
cache->adaptive.counter = 0;
} else {
// oparg is the adaptive cache counter
new_oparg = 0;
}
instructions[i] = _Py_MAKECODEUNIT(adaptive_opcode, new_oparg);
}
else {
/* Super instructions don't use the cache,
Expand Down Expand Up @@ -637,3 +643,43 @@ _Py_Specialize_LoadGlobal(
cache0->counter = saturating_start();
return 0;
}

int
_Py_Specialize_BinarySubscr(
PyObject *container, PyObject *sub, _Py_CODEUNIT *instr)
{
PyTypeObject *container_type = Py_TYPE(container);
if (container_type == &PyList_Type) {
if (PyLong_CheckExact(sub)) {
*instr = _Py_MAKECODEUNIT(BINARY_SUBSCR_LIST_INT, saturating_start());
goto success;
} else {
SPECIALIZATION_FAIL(BINARY_SUBSCR, Py_TYPE(container), sub, "list; non-integer subscr");
}
}
if (container_type == &PyTuple_Type) {
if (PyLong_CheckExact(sub)) {
*instr = _Py_MAKECODEUNIT(BINARY_SUBSCR_TUPLE_INT, saturating_start());
goto success;
} else {
SPECIALIZATION_FAIL(BINARY_SUBSCR, Py_TYPE(container), sub, "tuple; non-integer subscr");
}
}
if (container_type == &PyDict_Type) {
*instr = _Py_MAKECODEUNIT(BINARY_SUBSCR_DICT, saturating_start());
goto success;
}

SPECIALIZATION_FAIL(BINARY_SUBSCR, Py_TYPE(container), sub, "not list|tuple|dict");
goto fail;
fail:
STAT_INC(BINARY_SUBSCR, specialization_failure);
assert(!PyErr_Occurred());
*instr = _Py_MAKECODEUNIT(_Py_OPCODE(*instr), ADAPTIVE_CACHE_BACKOFF);
return 0;
success:
STAT_INC(BINARY_SUBSCR, specialization_success);
assert(!PyErr_Occurred());
return 0;
}