016eb43741
* [PT FE]: fix issues with squeeze producing dynamic rank * Update test_squeeze.py * Update test_squeeze.py * Update test_slice.py * Apply suggestions from code review
45 lines
1.6 KiB
Python
45 lines
1.6 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 TestSqueeze(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, 1, 32).astype(np.float32),)
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def create_model(self, dim):
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import torch
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class aten_squeeze(torch.nn.Module):
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def __init__(self, dim):
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super(aten_squeeze, self).__init__()
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self.dim = dim
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def forward(self, x):
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if self.dim is not None:
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return torch.squeeze(x, self.dim)
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return torch.squeeze(x)
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ref_net = None
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return aten_squeeze(dim), ref_net, "aten::squeeze"
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@pytest.mark.parametrize("dim,dynamic_shapes", [(-2, True), (0, True), (None, False)])
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@pytest.mark.nightly
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@pytest.mark.precommit
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def test_squeeze(self, dim, dynamic_shapes, ie_device, precision, ir_version):
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self._test(*self.create_model(dim), ie_device, precision, ir_version, dynamic_shapes=dynamic_shapes)
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@pytest.mark.xfail(reason='OpenVINO squeeze does not support dimension is not equal to 1.')
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@pytest.mark.parametrize("dim", [-1, 2])
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@pytest.mark.nightly
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@pytest.mark.precommit
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def test_squeeze_non_1(self, dim, ie_device, precision, ir_version):
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# Dynamic shapes are introducing dynamic rank, with is not suppoerted by Squeeze operation.
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self._test(*self.create_model(dim), ie_device, precision, ir_version, dynamic_shapes=False)
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