python
diff --git a/Include/internal/pycore_code.h b/Include/internal/pycore_code.h
@@ -20,14 +20,8 @@ typedef struct {
     uint32_t version;
 } _PyAdaptiveEntry;
 
-
 typedef struct {
-    uint32_t tp_version;
-    uint32_t dk_version;
-} _PyAttrCache;
-
-typedef struct {
-    /* Borrowed ref in LOAD_METHOD */
+    /* Borrowed ref */
     PyObject *obj;
 } _PyObjectCache;
 
@@ -51,7 +45,6 @@ typedef struct {
 typedef union {
     _PyEntryZero zero;
     _PyAdaptiveEntry adaptive;
-    _PyAttrCache attr;
     _PyObjectCache obj;
     _PyCallCache call;
 } SpecializedCacheEntry;
@@ -65,8 +58,7 @@ typedef union {
 typedef struct {
     _Py_CODEUNIT counter;
     _Py_CODEUNIT index;
-    _Py_CODEUNIT module_keys_version;
-    _Py_CODEUNIT _m1;
+    _Py_CODEUNIT module_keys_version[2];
     _Py_CODEUNIT builtin_keys_version;
 } _PyLoadGlobalCache;
 
@@ -94,13 +86,32 @@ typedef struct {
 
 typedef struct {
     _Py_CODEUNIT counter;
-    _Py_CODEUNIT type_version;
-    _Py_CODEUNIT _t1;
+    _Py_CODEUNIT type_version[2];
     _Py_CODEUNIT func_version;
 } _PyBinarySubscrCache;
 
 #define INLINE_CACHE_ENTRIES_BINARY_SUBSCR CACHE_ENTRIES(_PyBinarySubscrCache)
 
+typedef struct {
+    _Py_CODEUNIT counter;
+    _Py_CODEUNIT version[2];
+    _Py_CODEUNIT index;
+} _PyAttrCache;
+
+#define INLINE_CACHE_ENTRIES_LOAD_ATTR CACHE_ENTRIES(_PyAttrCache)
+
+#define INLINE_CACHE_ENTRIES_STORE_ATTR CACHE_ENTRIES(_PyAttrCache)
+
+typedef struct {
+    _Py_CODEUNIT counter;
+    _Py_CODEUNIT type_version[2];
+    _Py_CODEUNIT dict_offset;
+    _Py_CODEUNIT keys_version[2];
+    _Py_CODEUNIT descr[4];
+} _PyLoadMethodCache;
+
+#define INLINE_CACHE_ENTRIES_LOAD_METHOD CACHE_ENTRIES(_PyLoadMethodCache)
+
 /* Maximum size of code to quicken, in code units. */
 #define MAX_SIZE_TO_QUICKEN 5000
 
@@ -328,10 +339,13 @@ cache_backoff(_PyAdaptiveEntry *entry) {
 
 /* Specialization functions */
 
-extern int _Py_Specialize_LoadAttr(PyObject *owner, _Py_CODEUNIT *instr, PyObject *name, SpecializedCacheEntry *cache);
-extern int _Py_Specialize_StoreAttr(PyObject *owner, _Py_CODEUNIT *instr, PyObject *name, SpecializedCacheEntry *cache);
+extern int _Py_Specialize_LoadAttr(PyObject *owner, _Py_CODEUNIT *instr,
+                                   PyObject *name);
+extern int _Py_Specialize_StoreAttr(PyObject *owner, _Py_CODEUNIT *instr,
+                                    PyObject *name);
 extern int _Py_Specialize_LoadGlobal(PyObject *globals, PyObject *builtins, _Py_CODEUNIT *instr, PyObject *name);
-extern int _Py_Specialize_LoadMethod(PyObject *owner, _Py_CODEUNIT *instr, PyObject *name, SpecializedCacheEntry *cache);
+extern int _Py_Specialize_LoadMethod(PyObject *owner, _Py_CODEUNIT *instr,
+                                     PyObject *name);
 extern int _Py_Specialize_BinarySubscr(PyObject *sub, PyObject *container, _Py_CODEUNIT *instr);
 extern int _Py_Specialize_StoreSubscr(PyObject *container, PyObject *sub, _Py_CODEUNIT *instr);
 extern int _Py_Specialize_Call(PyObject *callable, _Py_CODEUNIT *instr, int nargs,
@@ -416,34 +430,107 @@ extern PyObject* _Py_GetSpecializationStats(void);
 #ifdef WORDS_BIGENDIAN
 
 static inline void
-write32(uint16_t *p, uint32_t val)
+write_u32(uint16_t *p, uint32_t val)
 {
-    p[0] = val >> 16;
-    p[1] = (uint16_t)val;
+    p[0] = (uint16_t)(val >> 16);
+    p[1] = (uint16_t)(val >>  0);
+}
+
+static inline void
+write_u64(uint16_t *p, uint64_t val)
+{
+    p[0] = (uint16_t)(val >> 48);
+    p[1] = (uint16_t)(val >> 32);
+    p[2] = (uint16_t)(val >> 16);
+    p[3] = (uint16_t)(val >>  0);
 }
 
 static inline uint32_t
-read32(uint16_t *p)
+read_u32(uint16_t *p)
+{
+    uint32_t val = 0;
+    val |= (uint32_t)p[0] << 16;
+    val |= (uint32_t)p[1] <<  0;
+    return val;
+}
+
+static inline uint64_t
+read_u64(uint16_t *p)
 {
-    return (p[0] << 16) | p[1];
+    uint64_t val = 0;
+    val |= (uint64_t)p[0] << 48;
+    val |= (uint64_t)p[1] << 32;
+    val |= (uint64_t)p[2] << 16;
+    val |= (uint64_t)p[3] <<  0;
+    return val;
 }
 
 #else
 
 static inline void
-write32(uint16_t *p, uint32_t val)
+write_u32(uint16_t *p, uint32_t val)
+{
+    p[0] = (uint16_t)(val >>  0);
+    p[1] = (uint16_t)(val >> 16);
+}
+
+static inline void
+write_u64(uint16_t *p, uint64_t val)
 {
-    p[0] = (uint16_t)val;
-    p[1] = val >> 16;
+    p[0] = (uint16_t)(val >>  0);
+    p[1] = (uint16_t)(val >> 16);
+    p[2] = (uint16_t)(val >> 32);
+    p[3] = (uint16_t)(val >> 48);
 }
 
 static inline uint32_t
-read32(uint16_t *p)
+read_u32(uint16_t *p)
+{
+    uint32_t val = 0;
+    val |= (uint32_t)p[0] <<  0;
+    val |= (uint32_t)p[1] << 16;
+    return val;
+}
+
+static inline uint64_t
+read_u64(uint16_t *p)
+{
+    uint64_t val = 0;
+    val |= (uint64_t)p[0] <<  0;
+    val |= (uint64_t)p[1] << 16;
+    val |= (uint64_t)p[2] << 32;
+    val |= (uint64_t)p[3] << 48;
+    return val;
+}
+
+#endif
+
+static inline void
+write_obj(uint16_t *p, PyObject *obj)
 {
-    return p[0] | (p[1] << 16);
+    uintptr_t val = (uintptr_t)obj;
+#if SIZEOF_VOID_P == 8
+    write_u64(p, val);
+#elif SIZEOF_VOID_P == 4
+    write_u32(p, val);
+#else
+    #error "SIZEOF_VOID_P must be 4 or 8"
+#endif
 }
 
+static inline PyObject *
+read_obj(uint16_t *p)
+{
+    uintptr_t val;
+#if SIZEOF_VOID_P == 8
+    val = read_u64(p);
+#elif SIZEOF_VOID_P == 4
+    val = read_u32(p);
+#else
+    #error "SIZEOF_VOID_P must be 4 or 8"
 #endif
+    return (PyObject *)val;
+}
 
 #ifdef __cplusplus
 }

diff --git a/Include/opcode.h b/Include/opcode.h
@@ -390,6 +390,8 @@ def _write_atomic(path, data, mode=0o666):
 #     Python 3.11a5 3481 (Use inline cache for BINARY_OP)
 #     Python 3.11a5 3482 (Use inline caching for UNPACK_SEQUENCE and LOAD_GLOBAL)
 #     Python 3.11a5 3483 (Use inline caching for COMPARE_OP and BINARY_SUBSCR)
+#     Python 3.11a5 3484 (Use inline caching for LOAD_ATTR, LOAD_METHOD, and 
+#                         STORE_ATTR)
 
 #     Python 3.12 will start with magic number 3500
 
@@ -404,7 +406,7 @@ def _write_atomic(path, data, mode=0o666):
 # Whenever MAGIC_NUMBER is changed, the ranges in the magic_values array
 # in PC/launcher.c must also be updated.
 
-MAGIC_NUMBER = (3483).to_bytes(2, 'little') + b'\r\n'
+MAGIC_NUMBER = (3484).to_bytes(2, 'little') + b'\r\n'
 _RAW_MAGIC_NUMBER = int.from_bytes(MAGIC_NUMBER, 'little')  # For import.c
 
 _PYCACHE = '__pycache__'

diff --git a/Lib/opcode.py b/Lib/opcode.py
@@ -112,7 +112,7 @@ def jabs_op(name, op, entries=0):
 def_op('UNPACK_SEQUENCE', 92, 1)   # Number of tuple items
 jrel_op('FOR_ITER', 93)
 def_op('UNPACK_EX', 94)
-name_op('STORE_ATTR', 95)       # Index in name list
+name_op('STORE_ATTR', 95, 4)       # Index in name list
 name_op('DELETE_ATTR', 96)      # ""
 name_op('STORE_GLOBAL', 97)     # ""
 name_op('DELETE_GLOBAL', 98)    # ""
@@ -124,7 +124,7 @@ def jabs_op(name, op, entries=0):
 def_op('BUILD_LIST', 103)       # Number of list items
 def_op('BUILD_SET', 104)        # Number of set items
 def_op('BUILD_MAP', 105)        # Number of dict entries
-name_op('LOAD_ATTR', 106)       # Index in name list
+name_op('LOAD_ATTR', 106, 4)       # Index in name list
 def_op('COMPARE_OP', 107, 2)       # Comparison operator
 hascompare.append(107)
 name_op('IMPORT_NAME', 108)     # Index in name list
@@ -186,7 +186,7 @@ def jabs_op(name, op, entries=0):
 def_op('BUILD_CONST_KEY_MAP', 156)
 def_op('BUILD_STRING', 157)
 
-name_op('LOAD_METHOD', 160)
+name_op('LOAD_METHOD', 160, 10)
 
 def_op('LIST_EXTEND', 162)
 def_op('SET_UPDATE', 163)
@@ -301,7 +301,6 @@ def jabs_op(name, op, entries=0):
     "LOAD_FAST__LOAD_CONST",
     "LOAD_CONST__LOAD_FAST",
     "STORE_FAST__STORE_FAST",
-    "LOAD_FAST__LOAD_ATTR_INSTANCE_VALUE",
 ]
 _specialization_stats = [
     "success",

diff --git a/Lib/test/test_dis.py b/Lib/test/test_dis.py
@@ -375,7 +375,7 @@ def bug42562():
         >> PUSH_EXC_INFO
 
 %3d        LOAD_GLOBAL              0 (Exception)
-           JUMP_IF_NOT_EXC_MATCH    31 (to 62)
+           JUMP_IF_NOT_EXC_MATCH    35 (to 70)
            STORE_FAST               0 (e)
 
 %3d        LOAD_FAST                0 (e)

diff --git a/Misc/NEWS.d/next/Core and Builtins/2022-03-01-17-47-58.bpo-46841.inYQlU.rst b/Misc/NEWS.d/next/Core and Builtins/2022-03-01-17-47-58.bpo-46841.inYQlU.rst
@@ -0,0 +1,2 @@
+Use inline caching for :opcode:`LOAD_ATTR`, :opcode:`LOAD_METHOD`, and
+:opcode:`STORE_ATTR`.
Original file line number	Diff line number	Diff line change
		@@ -0,0 +1,2 @@
		Use inline caching for :opcode:`LOAD_ATTR`, :opcode:`LOAD_METHOD`, and
		:opcode:`STORE_ATTR`.