Maxim Vafin
48dec1000e
* Support operations on aliases of tensors * Add tests * Fix issue with convnd * Fix code style * Fix issue with tensor index of mutated tensor * Fix if types alignment * Fix issues in keypoint detectron2 * Fix issue with masks in detectron2 * Fix acuracy issue in mobilevitv2 models * Remove unused includes * Return upsample case in lictconstruct replacer * Fix types, apply review feedback * Apply feedback * Revert change of not using shared_from_this for getitem * Fix issue in prim::device transformation * Fix layer tests * Apply review feedback * Fix issue with not existing alias to tensor
67 lines
2.1 KiB
Python
67 lines
2.1 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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import torch
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from pytorch_layer_test_class import PytorchLayerTest
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class aten_cat(torch.nn.Module):
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def forward(self, x):
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return torch.cat([x, x], 1)
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class aten_append_cat(torch.nn.Module):
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def forward(self, x):
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list = []
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list.append(x)
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list.append(x)
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return torch.cat(list, 1)
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class aten_loop_append_cat(torch.nn.Module):
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def forward(self, x):
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list = []
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for i in range(3):
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list.append(x)
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return torch.cat(list, 1)
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class aten_add_cat(torch.nn.Module):
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def forward(self, x):
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list = [x, x]
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list2 = list + [x, x]
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return torch.cat(list2, 1)
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class TestCat(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(2, 1, 3),)
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@pytest.mark.nightly
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@pytest.mark.precommit
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def test_cat(self, ie_device, precision, ir_version):
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self._test(aten_cat(), None, ["aten::cat", "prim::ListConstruct"],
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ie_device, precision, ir_version)
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@pytest.mark.nightly
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@pytest.mark.precommit
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def test_append_cat(self, ie_device, precision, ir_version):
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self._test(aten_append_cat(), None, ["aten::cat", "aten::append", "prim::ListConstruct"],
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ie_device, precision, ir_version)
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@pytest.mark.nightly
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@pytest.mark.precommit
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@pytest.mark.xfail(reason="Transformation RemoveMultiSubGraphOpDanglingParamsResults doesn't support removing unused merged inputs, ticket 112833.")
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def test_loop_append_cat(self, ie_device, precision, ir_version):
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self._test(aten_loop_append_cat(), None, ["aten::cat", "aten::append", "prim::ListConstruct", "prim::Loop"],
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ie_device, precision, ir_version, freeze_model=False)
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@pytest.mark.nightly
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@pytest.mark.precommit
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def test_add_cat(self, ie_device, precision, ir_version):
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self._test(aten_add_cat(), None, ["aten::cat", "aten::add", "prim::ListConstruct"],
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ie_device, precision, ir_version, freeze_model=False)
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