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Enhance autotune to return the best q_model directly #1875

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Merged
merged 5 commits into from
Jun 18, 2024
Merged

Enhance autotune to return the best q_model directly #1875

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758a269
return last qmodel directly
yiliu30 Jun 14, 2024
6001eb7
Merge branch 'master' into trial_index
yiliu30 Jun 18, 2024
17a9c35
add ut
yiliu30 Jun 18, 2024
6b316e6
add common ut
yiliu30 Jun 18, 2024
fddaa7a
reset dict
yiliu30 Jun 18, 2024
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reset dict 
Signed-off-by: yiliu30 <[email protected]>
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@yiliu30
yiliu30 committed Jun 18, 2024
commit fddaa7aa0ac22e3bea9158b7bed63caab4464849
3 changes: 3 additions & 0 deletions test/3x/common/test_utility.py
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Expand Up @@ -169,6 +169,9 @@ def __init__(self):

class TestCallCounter(unittest.TestCase):
def test_call_counter(self):
# empty dict
inc_utils.FUNC_CALL_COUNTS.clear()

@inc_utils.call_counter
def add(a, b):
return a + b
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2 changes: 2 additions & 0 deletions test/3x/torch/test_autotune.py
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Expand Up @@ -168,6 +168,7 @@ def eval_acc_fn(model) -> float:
self.assertIsNotNone(best_model)

def test_autotune_return_qmodel_directly(self):
inc_utils.FUNC_CALL_COUNTS.clear()

baseline = 1
eval_result = [0.9, 1.1]
Expand All @@ -185,6 +186,7 @@ def eval_acc_fn(model) -> float:
self.assertIsNotNone(best_model)

def test_autotune_return_re_quant_qmodel(self):
inc_utils.FUNC_CALL_COUNTS.clear()

baseline = 1
eval_result = [0.9, 0.8]
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