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[Optimize] Machete using group scale default (#4121)
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@@ -135,6 +135,8 @@ class WeightOnlyInt4LinearTestCase(unittest.TestCase):
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weight_dtype="uint4b8" if self.weight_dtype == "int4" else "uint8b128", # weight_dtype
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group_size=self.machete_group_size,
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)
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if self.bias is not None:
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out = paddle.add(out, self.bias)
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return out.numpy()
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def test_weight_only_linear(self):
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@@ -158,7 +160,7 @@ class WeightOnlyInt8LinearTestCase(unittest.TestCase):
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self.dtype = "float16"
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self.rtol = 1e-5
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self.atol = 1e-1
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self.bias = False
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self.bias = True
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self.batch = 1
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self.token = 512
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self.in_features = 7168
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@@ -224,6 +226,8 @@ class WeightOnlyInt8LinearTestCase(unittest.TestCase):
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weight_dtype="uint4b8" if self.weight_dtype == "int4" else "uint8b128", # weight_dtype
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group_size=self.machete_group_size,
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)
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if self.bias is not None:
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out = paddle.add(out, self.bias)
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return out.numpy()
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def test_weight_only_linear(self):
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