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Original file line number Diff line number Diff line change
Expand Up @@ -36,6 +36,7 @@ def test_simple_run(self):

def test_per_tensor_scale(self):
"""Tensor_quant matches quantization"""
torch.manual_seed(123) # an element on a rounding tie rounds differently in the reference
x = torch.randn(31).to(self.device)
quant_x_ref = quant(
x,
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Original file line number Diff line number Diff line change
Expand Up @@ -45,6 +45,7 @@ def test_simple_run(self):

def test_per_tensor_scale(self):
"""Quantizer performs expected quantization"""
torch.manual_seed(123) # an element on a rounding tie rounds differently in the reference
x = torch.randn(31).to(self.device)

quant_x = quant(x, torch.max(torch.abs(x)), fake=True)
Expand All @@ -54,6 +55,7 @@ def test_per_tensor_scale(self):

def test_per_channel_scale(self):
"""Quantizer performs per channel scaling"""
torch.manual_seed(123) # an element on a rounding tie rounds differently in the reference
x = torch.randn(5, 5, 4, 8).to(self.device)

# Pytorch filter layout seems to be KCRS, reduce max to shape [K, 1, 1, 1] to test per channel scale
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