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https://github.com/k2-fsa/icefall.git
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f6ce135608
* Various fixes to support torch script. * Add tests to ensure that the model is torch scriptable. * Update tests.
70 lines
1.7 KiB
Python
Executable File
70 lines
1.7 KiB
Python
Executable File
#!/usr/bin/env python3
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# Copyright 2022 Xiaomi Corp. (authors: Fangjun Kuang)
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#
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# See ../../../../LICENSE for clarification regarding multiple authors
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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"""
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To run this file, do:
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cd icefall/egs/librispeech/ASR
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python ./pruned_transducer_stateless3/test_scaling.py
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"""
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import torch
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from scaling import ActivationBalancer, ScaledConv1d, ScaledConv2d
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def test_scaled_conv1d():
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for bias in [True, False]:
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conv1d = ScaledConv1d(
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3,
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6,
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kernel_size=1,
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stride=1,
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padding=0,
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bias=bias,
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)
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torch.jit.script(conv1d)
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def test_scaled_conv2d():
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for bias in [True, False]:
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conv2d = ScaledConv2d(
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in_channels=1,
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out_channels=3,
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kernel_size=3,
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padding=1,
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bias=bias,
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)
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torch.jit.script(conv2d)
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def test_activation_balancer():
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act = ActivationBalancer(
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channel_dim=1, max_abs=10.0, min_positive=0.05, max_positive=1.0
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)
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torch.jit.script(act)
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def main():
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test_scaled_conv1d()
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test_scaled_conv2d()
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test_activation_balancer()
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if __name__ == "__main__":
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main()
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