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tests/tt_eager/python_api_testing/sweep_tests/pytests/tt_dnn/test_scatter.py
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# SPDX-FileCopyrightText: © 2023-24 Tenstorrent Inc. | ||
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# SPDX-License-Identifier: Apache-2.0 | ||
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import pytest | ||
import torch | ||
import random | ||
from functools import partial | ||
import ttnn | ||
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from tests.tt_eager.python_api_testing.sweep_tests import ( | ||
comparison_funcs, | ||
generation_funcs, | ||
) | ||
from tests.tt_eager.python_api_testing.sweep_tests.run_pytorch_ci_tests import ( | ||
run_single_pytorch_test, | ||
) | ||
from models.utility_functions import is_grayskull | ||
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mem_configs = [ | ||
ttnn.MemoryConfig(ttnn.TensorMemoryLayout.INTERLEAVED, ttnn.BufferType.DRAM), | ||
ttnn.MemoryConfig(ttnn.TensorMemoryLayout.INTERLEAVED, ttnn.BufferType.L1), | ||
] | ||
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@pytest.mark.parametrize( | ||
"input_shapes", | ||
[ | ||
[[1, 1, 32, 32], [1, 1, 32, 32]], | ||
[[1, 1, 320, 384], [1, 1, 320, 384]], | ||
[[1, 3, 32, 32], [1, 3, 32, 32]], | ||
[[1, 1, 32, 32], [1, 1, 64, 64]], | ||
[[1, 1, 320, 320], [1, 1, 320, 384]], | ||
], | ||
) | ||
@pytest.mark.parametrize( | ||
"dst_mem_config", | ||
mem_configs, | ||
) | ||
class TestScatter: | ||
def test_run_scatter( | ||
self, | ||
input_shapes, | ||
dst_mem_config, | ||
device, | ||
): | ||
datagen_func = [ | ||
generation_funcs.gen_func_with_cast(partial(generation_funcs.gen_rand, low=-1e6, high=1e6), torch.bfloat16) | ||
] * 2 | ||
test_args = generation_funcs.gen_default_dtype_layout_device(input_shapes)[0] | ||
test_args.update({"output_mem_config": dst_mem_config}) | ||
comparison_func = comparison_funcs.comp_pcc | ||
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run_single_pytorch_test( | ||
"eltwise-scatter", | ||
input_shapes, | ||
datagen_func, | ||
comparison_func, | ||
device, | ||
test_args, | ||
) |
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