8d0381b0fe
* [PT FE] Implement custom op for types alignment * Fix code style * Fix inplace ops * Fix layer tests * Remove no longer needed change * Fix ovc tests * Fix fe tests
72 lines
2.6 KiB
Python
72 lines
2.6 KiB
Python
# Copyright (C) 2018-2023 Intel Corporation
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# SPDX-License-Identifier: Apache-2.0
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import platform
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import pytest
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from pytorch_layer_test_class import PytorchLayerTest
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class TestCdist(PytorchLayerTest):
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def _prepare_input(self, x_dtype="float32", y_dtype="float32"):
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import numpy as np
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return (np.random.randint(-10, 10, (2, 2)).astype(x_dtype), np.random.randint(-10, 10, (3, 2)).astype(y_dtype))
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def create_model(self, p):
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import torch
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class aten_cdist(torch.nn.Module):
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def __init__(self, p):
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super(aten_cdist, self).__init__()
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self.p = p
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def forward(self, x, y):
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return torch.cdist(x, y, self.p)
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ref_net = None
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return aten_cdist(p), ref_net, "aten::cdist"
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@pytest.mark.nightly
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@pytest.mark.precommit
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@pytest.mark.parametrize("p", [2., 4., 6., 8.,])
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@pytest.mark.xfail(condition=platform.system() == 'Darwin' and platform.machine() == 'arm64',
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reason='Ticket - 122715')
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def test_cdist(self, p, ie_device, precision, ir_version):
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self._test(*self.create_model(p), ie_device, precision, ir_version, use_convert_model=True)
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class TestPairwiseDistance(PytorchLayerTest):
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def _prepare_input(self, x_dtype="float32", y_dtype="float32"):
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import numpy as np
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return (np.random.randint(-10, 10, (20, 100)).astype(x_dtype), np.random.randint(-10, 10, (20, 100)).astype(y_dtype))
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def create_model(self, p, eps, keepdim):
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import torch
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import torch.nn.functional as F
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class aten_cdist(torch.nn.Module):
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def __init__(self, p, eps, keepdim):
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super(aten_cdist, self).__init__()
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self.p = p
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self.eps = eps
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self.keepdim = keepdim
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def forward(self, x, y):
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return F.pairwise_distance(x, y, self.p, self.eps, self.keepdim)
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ref_net = None
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return aten_cdist(p, eps, keepdim), ref_net, "aten::pairwise_distance"
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@pytest.mark.nightly
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@pytest.mark.precommit
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@pytest.mark.parametrize("p", [2., 4., 6., 8.,])
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@pytest.mark.parametrize("eps", [1e-06, 0.00001, 1e-07])
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@pytest.mark.parametrize("keepdim", [True, False])
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@pytest.mark.xfail(condition=platform.system() == 'Darwin' and platform.machine() == 'arm64',
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reason='Ticket - 122715')
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def test_cdist(self, p, eps, keepdim, ie_device, precision, ir_version):
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self._test(*self.create_model(p, eps, keepdim), ie_device, precision, ir_version, use_convert_model=True)
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