Maxim Vafin
fe1ac700f0
* Fix issues in aten::chunk and aten::split_with_sizes replacers * Fix code style * Fix compute issue * Fix code style * Support 1 chunk * Fix issues in meshgrid, sqrt, rsqrt and exp operations * Use Interpolate-11 * Fix unary ops * Add tests for unary ops * Fix unary ops tests * Add changes in utils * Fix mo test * Remove extra line * Fix mo tests for int
37 lines
1.2 KiB
Python
37 lines
1.2 KiB
Python
# Copyright (C) 2018-2023 Intel Corporation
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# SPDX-License-Identifier: Apache-2.0
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import pytest
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from pytorch_layer_test_class import PytorchLayerTest
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class TestLeakyRelu(PytorchLayerTest):
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def _prepare_input(self):
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import numpy as np
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return (np.random.randn(1, 3, 224, 224).astype(np.float32),)
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def create_model(self, alpha, inplace):
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import torch
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import torch.nn.functional as F
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class aten_leaky_relu(torch.nn.Module):
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def __init__(self, alpha, inplace):
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super(aten_leaky_relu, self).__init__()
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self.alpha = alpha
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self.inplace = inplace
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def forward(self, x):
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return x, F.leaky_relu(x, self.alpha, inplace=self.inplace)
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ref_net = None
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return aten_leaky_relu(alpha, inplace), ref_net, "aten::leaky_relu" if not inplace else "aten::leaky_relu_"
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@pytest.mark.parametrize("alpha", [0.01, 1.01, -0.01])
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@pytest.mark.parametrize("inplace", [True, False])
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@pytest.mark.nightly
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@pytest.mark.precommit
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def test_leaky_relu(self, alpha, inplace, ie_device, precision, ir_version):
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self._test(*self.create_model(alpha, inplace), ie_device, precision, ir_version)
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