forked from tinygrad/tinygrad
merge track_rewrites and profile_matches into rewrite_group [PR] (#17420)
* merge track_rewrites and profile_matches into rewrite_group * bug * flip ctx polarity
This commit is contained in:
@@ -208,7 +208,7 @@ class TestGEPAndVectorizeRewrite(unittest.TestCase):
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import inspect
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from tinygrad.uop.ops import graph_rewrite, _substitute, track_rewrites
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from tinygrad.uop.ops import graph_rewrite, _substitute, rewrite_group
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from tinygrad.uop.symbolic import symbolic_simple
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class TestBottomUpRewrite(unittest.TestCase):
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@@ -220,7 +220,7 @@ class TestBottomUpRewrite(unittest.TestCase):
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self.assertIs(gt, ret)
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# normally .substitute would be fine, but it's not tracked
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@track_rewrites()
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@rewrite_group()
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def named_substitute(name:str, uop:UOp, rel:dict[UOp, UOp]): return graph_rewrite(uop, _substitute, rel, bottom_up=True)
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def substitute(uop:UOp, rel:dict[UOp, UOp]): return named_substitute(inspect.stack()[1].function, uop, rel)
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@@ -1,11 +1,11 @@
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import unittest
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from tinygrad.helpers import DEBUG, Context
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from tinygrad.dtype import dtypes
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from tinygrad.uop.ops import UPat, track_rewrites, GroupOp, Ops
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from tinygrad.uop.ops import UPat, rewrite_group, GroupOp, Ops
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from tinygrad.uop.upat import _get_code, upat_compile
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import dis
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@track_rewrites()
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@rewrite_group()
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def do_compile(up):
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print("\n***** COMPILE", up)
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match_code = _get_code(up, False)
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+18
-18
@@ -3,7 +3,7 @@ from pathlib import Path
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from dataclasses import dataclass
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from typing import Generator
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from tinygrad.uop.ops import UOp, UPat, Ops, PatternMatcher, TrackedPatternMatcher, graph_rewrite, track_rewrites, profile_matches
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from tinygrad.uop.ops import UOp, UPat, Ops, PatternMatcher, TrackedPatternMatcher, graph_rewrite, rewrite_group
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from tinygrad.uop.symbolic import sym
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from tinygrad.dtype import dtypes, AddrSpace
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from tinygrad.helpers import colored, ansistrip, flatten, TracingKey, ProfileRangeEvent, ProfileEvent, Context, cpu_events, profile_marker
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@@ -14,7 +14,7 @@ from tinygrad.uop.ops import tracked_keys, tracked_ctxs, uop_fields, active_rewr
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from tinygrad.viz.serve import load_rewrites, get_full_rewrite, uop_to_json, VizData, get_render, addrspace_colors
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from tinygrad.codegen import do_to_program
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@track_rewrites(name=True)
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@rewrite_group(name=True)
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def exec_rewrite(sink:UOp, pm_lst:list[PatternMatcher], names:None|list[str]=None) -> UOp:
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for i,pm in enumerate(pm_lst):
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sink = graph_rewrite(sink, TrackedPatternMatcher(pm.patterns), name=names[i] if names else None)
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@@ -109,7 +109,7 @@ class TestViz(unittest.TestCase):
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def test_default_name(self):
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with save_viz() as viz:
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a = UOp.variable("a", 1, 10)
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@track_rewrites()
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@rewrite_group()
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def name_default(): return graph_rewrite(a, PatternMatcher([]))
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name_default()
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lst = viz.list_items()
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@@ -118,7 +118,7 @@ class TestViz(unittest.TestCase):
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# name can also come from a function that returns a string
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def test_dyn_name_fxn(self):
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with save_viz() as viz:
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@track_rewrites(name=lambda *args,ret,**kwargs: ret.render())
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@rewrite_group(name=lambda *args,ret,**kwargs: ret.render())
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def name_from_fxn(s:UOp, arg:list|None=None): return graph_rewrite(s, PatternMatcher([]))
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name_from_fxn(UOp.variable("a", 1, 10)+1, arg=["test"])
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lst = viz.list_items()
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@@ -128,18 +128,18 @@ class TestViz(unittest.TestCase):
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# name can also come from a function that returns a TracingKey
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def test_tracing_key(self):
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with save_viz() as viz:
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@track_rewrites(name=lambda inp,ret: TracingKey("custom_name", (inp,)))
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@rewrite_group(name=lambda inp,ret: TracingKey("custom_name", (inp,)))
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def test(s:UOp): return graph_rewrite(s, PatternMatcher([]))
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test(UOp.variable("a", 1, 10)+1)
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lst = viz.list_items()
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# NOTE: names from TracingKey do not get deduped
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self.assertEqual(lst[0]["name"], "custom_name")
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def test_nested_track_rewrites(self):
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def test_nested_rewrite_group(self):
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with save_viz() as viz:
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@track_rewrites(name=lambda x,ret: TracingKey(f"inner fxn for {x.render()}", (ret,)))
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@rewrite_group(name=lambda x,ret: TracingKey(f"inner fxn for {x.render()}", (ret,)))
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def inner(x:UOp): return graph_rewrite(x, PatternMatcher([]), name="each")
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@track_rewrites(name=lambda *args,ret: f"outer rewrite of {len(args)} inputs")
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@rewrite_group(name=lambda *args,ret: f"outer rewrite of {len(args)} inputs")
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def outer(*xs:tuple[UOp, ...]): return graph_rewrite(UOp.sink(*[inner(x) for x in xs]), PatternMatcher([]), name="all")
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items = ["a", "b", "c"]
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outer(*[UOp.variable(x, 1, 10) for x in items])
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@@ -156,13 +156,13 @@ class TestViz(unittest.TestCase):
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self.assertEqual(len(steps), 1)
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self.assertEqual(steps[0]["name"], "each")
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def test_profile_matches(self):
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def test_rewrite_group_nested(self):
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with save_viz() as viz:
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@profile_matches
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@rewrite_group(new_ctx=False)
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def nested_function(u:UOp):
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for i in range(2): graph_rewrite(u, PatternMatcher([]), name=f"step {i+1}")
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@track_rewrites()
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@rewrite_group()
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def main_rewrite(u:UOp):
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graph_rewrite(u, PatternMatcher([]), name="init")
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nested_function(u)
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@@ -173,9 +173,9 @@ class TestViz(unittest.TestCase):
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self.assertEqual(steps[1]["name"], "nested_function")
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self.assertEqual(len(steps), 4)
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def test_profile_matches_invalid_arg(self):
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def test_rewrite_group_invalid_arg(self):
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with save_viz():
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@profile_matches
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@rewrite_group(new_ctx=False)
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def invalid_fxn(arg:str): return graph_rewrite(UOp(Ops.SINK), PatternMatcher([]))
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with self.assertRaisesRegex(AssertionError, "invalid match tracing input"):
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invalid_fxn("test")
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@@ -395,7 +395,7 @@ class TestVizIntegration(unittest.TestCase):
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graph = next(viz.get_details(0, 0))["graph"]
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self.assertEqual(len([n for n in graph.values() if repr(metadata) in n["label"]]), 1)
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# tracing also works without a track_rewrites context
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# tracing also works without a rewrite_group context
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# all graph_rewrites get put into the default group
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def test_default_tracing(self):
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with save_viz() as viz:
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@@ -407,11 +407,11 @@ class TestVizIntegration(unittest.TestCase):
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self.assertEqual(len(ls), 1)
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self.assertEqual(ls[0]["name"], "default graph_rewrite")
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# using @track_rewrites organizes function calls into groups
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# using @rewrite_group organizes function calls into groups
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# and nicely counts function calls.
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def test_group_traces(self):
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with save_viz() as viz:
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@track_rewrites()
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@rewrite_group()
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def test(root):
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return graph_rewrite(root, sym)
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test(c:=UOp.const(1))
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@@ -420,11 +420,11 @@ class TestVizIntegration(unittest.TestCase):
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self.assertEqual(len(ls), 2)
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for i in range(2): self.assertEqual(ls[i]["name"], f"test n{i+1}")
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# @track_rewrites always starts a new group.
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# @rewrite_group always starts a new group.
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def test_group_combined(self):
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with save_viz() as viz:
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def default_test(root): return graph_rewrite(root, sym)
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tracked_test = track_rewrites()(default_test)
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tracked_test = rewrite_group()(default_test)
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c = UOp.const(1)
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default_test(c+1) # goes to the default group
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tracked_test(c) # all rewrites after this go inside the second group.
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