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【PaddlePaddle Hackathon 4 】add silu for paddle #16007
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Original file line number | Diff line number | Diff line change |
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// Copyright (C) 2018-2023 Intel Corporation | ||
// SPDX-License-Identifier: Apache-2.0 | ||
// | ||
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#include "default_opset.hpp" | ||
#include "openvino/frontend/paddle/node_context.hpp" | ||
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namespace ov { | ||
namespace frontend { | ||
namespace paddle { | ||
namespace op { | ||
NamedOutputs silu(const NodeContext& node) { | ||
auto x = node.get_input("X"); | ||
auto neg_x = std::make_shared<default_opset::Negative>(x); | ||
auto exp_neg_x = std::make_shared<default_opset::Exp>(neg_x); | ||
auto const_one = default_opset::Constant::create<float>(ov::element::f32, {1}, {1}); | ||
auto denominator = std::make_shared<default_opset::Add>(const_one, exp_neg_x); | ||
return node.default_single_output_mapping({std::make_shared<default_opset::Divide>(x, denominator)}, {"Out"}); | ||
} | ||
} // namespace op | ||
} // namespace paddle | ||
} // namespace frontend | ||
} // namespace ov |
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39 changes: 39 additions & 0 deletions
39
src/frontends/paddle/tests/test_models/gen_scripts/generate_silu.py
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# Copyright (C) 2018-2023 Intel Corporation | ||
# SPDX-License-Identifier: Apache-2.0 | ||
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# | ||
# clip paddle model generator | ||
# | ||
import numpy as np | ||
from save_model import saveModel | ||
import sys | ||
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def silu(name: str, x): | ||
import paddle | ||
paddle.enable_static() | ||
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with paddle.static.program_guard(paddle.static.Program(), paddle.static.Program()): | ||
node_x = paddle.static.data(name='x', shape=x.shape, dtype='float32') | ||
silu_f = paddle.nn.Silu() | ||
out = silu_f(node_x) | ||
cpu = paddle.static.cpu_places(1) | ||
exe = paddle.static.Executor(cpu[0]) | ||
# startup program will call initializer to initialize the parameters. | ||
exe.run(paddle.static.default_startup_program()) | ||
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outs = exe.run( | ||
feed={'x': x}, | ||
fetch_list=[out]) | ||
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saveModel(name, exe, feedkeys=['x'], fetchlist=[out], inputs=[x], outputs=[outs[0]], target_dir=sys.argv[1]) | ||
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return outs[0] | ||
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def main(): | ||
data = np.random.random([2, 3, 4]).astype('float32') | ||
silu("silu", data) | ||
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if __name__ == "__main__": | ||
main() |
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Please use Swish operation from openvino opset.
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updated