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flaxformer
flaxformer-main/flaxformer/architectures/perceiver_ar/rotary_embedding.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
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flaxformer
flaxformer-main/flaxformer/architectures/perceiver_ar/perceiver_ar_architecture.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
17,399
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py
flaxformer
flaxformer-main/flaxformer/architectures/perceiver_ar/t5_models_test.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
31,728
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py
flaxformer
flaxformer-main/flaxformer/architectures/fido/fido_architecture.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
5,930
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py
flaxformer
flaxformer-main/flaxformer/architectures/fido/fido_architecture_test.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
8,296
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py
flaxformer
flaxformer-main/flaxformer/architectures/common/param_remapping_test.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
10,190
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py
flaxformer
flaxformer-main/flaxformer/architectures/common/param_remapping.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
10,677
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py
flaxformer
flaxformer-main/flaxformer/architectures/moe/moe_parallel_fused_decoder_test.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
10,187
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flaxformer
flaxformer-main/flaxformer/architectures/moe/moe_architecture_test.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
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flaxformer
flaxformer-main/flaxformer/architectures/moe/routing_test.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
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flaxformer
flaxformer-main/flaxformer/architectures/moe/moe_parallel_fused_decoder.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
11,725
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flaxformer
flaxformer-main/flaxformer/architectures/moe/moe_layers_test.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
14,536
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flaxformer
flaxformer-main/flaxformer/architectures/moe/scatter_utils_test.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
2,302
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flaxformer
flaxformer-main/flaxformer/architectures/moe/scatter_utils.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
1,810
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flaxformer
flaxformer-main/flaxformer/architectures/moe/moe_architecture.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
25,449
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flaxformer
flaxformer-main/flaxformer/architectures/moe/moe_layers.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
34,130
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flaxformer
flaxformer-main/flaxformer/architectures/moe/routing.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
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flaxformer
flaxformer-main/flaxformer/architectures/bert/bert.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
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flaxformer
flaxformer-main/flaxformer/architectures/bert/bert_checkpoint_converter.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
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flaxformer
flaxformer-main/flaxformer/architectures/bert/bert_test.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
14,782
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flaxformer
flaxformer-main/flaxformer/architectures/bert/heads.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
14,583
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flaxformer
flaxformer-main/flaxformer/architectures/bert/heads_test.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
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flaxformer
flaxformer-main/flaxformer/architectures/bert/configs.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
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flaxformer
flaxformer-main/flaxformer/architectures/t5/t5_1_0.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
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flaxformer
flaxformer-main/flaxformer/architectures/t5/t5_architecture_test_utils.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
17,616
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flaxformer
flaxformer-main/flaxformer/architectures/t5/t5_1_1.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
4,442
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flaxformer
flaxformer-main/flaxformer/architectures/t5/t5_architecture_test.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
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flaxformer
flaxformer-main/flaxformer/architectures/t5/t5_common_layers_test.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
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flaxformer
flaxformer-main/flaxformer/architectures/t5/t5_architecture.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
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flaxformer
flaxformer-main/flaxformer/architectures/t5/t5_common_layers.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
7,623
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flaxformer
flaxformer-main/flaxformer/architectures/t5/parallel_fused_decoder.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
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flaxformer
flaxformer-main/flaxformer/architectures/t5/parallel_fused_decoder_test.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
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flaxformer
flaxformer-main/flaxformer/architectures/longt5/tensor_utils.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
14,661
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flaxformer
flaxformer-main/flaxformer/architectures/longt5/long_attention.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
56,450
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flaxformer
flaxformer-main/flaxformer/architectures/longt5/longt5_architecture_test.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
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flaxformer
flaxformer-main/flaxformer/architectures/longt5/longt5_architecture.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
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flaxformer
flaxformer-main/flaxformer/architectures/longt5/tensor_utils_test.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
16,879
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flaxformer
flaxformer-main/flaxformer/architectures/longt5/relative_position_biases_general_test.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
3,959
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flaxformer
flaxformer-main/flaxformer/architectures/longt5/long_attention_test.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
33,226
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flaxformer
flaxformer-main/flaxformer/architectures/longt5/relative_position_biases_general.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
6,812
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flaxformer
flaxformer-main/flaxformer/architectures/calm_t5/components.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
18,386
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flaxformer
flaxformer-main/flaxformer/architectures/calm_t5/calm_architecture.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
41,532
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flaxformer
flaxformer-main/flaxformer/components/embedding.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
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flaxformer
flaxformer-main/flaxformer/components/relative_position_biases_export_test.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
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flaxformer
flaxformer-main/flaxformer/components/initializers.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
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flaxformer
flaxformer-main/flaxformer/components/dense.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
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flaxformer
flaxformer-main/flaxformer/components/layer_norm_test.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
1,843
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flaxformer
flaxformer-main/flaxformer/components/rich_attention_position_scores.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
1,331
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flaxformer
flaxformer-main/flaxformer/components/dense_test.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
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flaxformer
flaxformer-main/flaxformer/components/embedding_test.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
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flaxformer
flaxformer-main/flaxformer/components/initializers_test.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
6,579
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flaxformer
flaxformer-main/flaxformer/components/convolution.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
7,008
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flaxformer
flaxformer-main/flaxformer/components/relative_position_biases_test.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
7,197
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flaxformer
flaxformer-main/flaxformer/components/relative_position_biases.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
9,449
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flaxformer
flaxformer-main/flaxformer/components/layer_norm.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
3,570
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flaxformer
flaxformer-main/flaxformer/components/transforms.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
10,102
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flaxformer
flaxformer-main/flaxformer/components/attention/memory_efficient_attention_test.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
20,330
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flaxformer
flaxformer-main/flaxformer/components/attention/memory_efficient_attention.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
23,576
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flaxformer
flaxformer-main/flaxformer/components/attention/dense_attention.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
91,983
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flaxformer
flaxformer-main/flaxformer/components/attention/dense_attention_test.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
65,324
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flaxformer
flaxformer-main/flaxformer/components/attention/attention_benchmarks.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
7,573
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flaxformer
flaxformer-main/flaxformer/t5x/checkpointing_util.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
4,551
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flaxformer
flaxformer-main/flaxformer/t5x/configs/h_transformer/gin_configs_encoder_decoder_test.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
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33.755396
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py
flaxformer
flaxformer-main/flaxformer/t5x/configs/h_transformer/gin_configs_decoder_only_test.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
3,949
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py
flaxformer
flaxformer-main/flaxformer/t5x/configs/moe/gin_configs_test.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
4,893
31.845638
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py
flaxformer
flaxformer-main/flaxformer/t5x/configs/calm/gin_configs_test.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
4,936
32.134228
79
py
flaxformer
flaxformer-main/flaxformer/t5x/configs/t5/gin_configs_test.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
4,841
31.496644
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py
flaxformer
flaxformer-main/flaxformer/t5x/configs/longt5/gin_configs_test.py
# Copyright 2023 Google LLC. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
6,865
34.210256
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py
pytket
pytket-main/examples/python/pytket-qujax-classification.py
from jax import numpy as jnp, random, vmap, value_and_grad, jit from pytket import Circuit from pytket.circuit.display import render_circuit_jupyter from pytket.extensions.qujax import tk_to_qujax import qujax import matplotlib.pyplot as plt # # Define the classification task # We'll try and learn a _donut_ binary cla...
5,758
37.393333
328
py
pytket
pytket-main/examples/python/pytket-qujax_qaoa.py
# # Symbolic circuits with `qujax` and `pytket-qujax` # In this notebook we will show how to manipulate symbolic circuits with the `pytket-qujax` extension. In particular, we will consider a QAOA and an Ising Hamiltonian. from pytket import Circuit from pytket.circuit.display import render_circuit_jupyter from jax imp...
6,609
47.962963
478
py
pytket
pytket-main/examples/python/pytket-qujax_heisenberg_vqe.py
from pytket import Circuit from pytket.circuit.display import render_circuit_jupyter from jax import numpy as jnp, random, vmap, grad, value_and_grad, jit import matplotlib.pyplot as plt import qujax from pytket.extensions.qujax import tk_to_qujax # # Let's start with a tket circuit # We place barriers to stop tket a...
7,440
42.261628
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py
pytket
pytket-main/manual/conf.py
# -*- coding: utf-8 -*- # Configuration file for the Sphinx documentation builder. # See https://www.sphinx-doc.org/en/master/usage/configuration.html copyright = "2020-2023 Quantinuum" author = "Quantinuum" extensions = [ "sphinx.ext.autodoc", "sphinx.ext.autosummary", "sphinx.ext.intersphinx", "sph...
1,109
22.617021
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py
Resemblyzer
Resemblyzer-master/resemblyzer/voice_encoder.py
from resemblyzer.hparams import * from resemblyzer import audio from pathlib import Path from typing import Union, List from torch import nn from time import perf_counter as timer import numpy as np import torch class VoiceEncoder(nn.Module): def __init__(self, device: Union[str, torch.device]=None, verbose=True,...
9,191
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py
rebias
rebias-master/evaluator.py
"""ReBias Copyright (c) 2020-present NAVER Corp. MIT license """ import torch import numpy as np def n_correct(pred, labels): _, predicted = torch.max(pred.data, 1) n_correct = (predicted == labels).sum().item() return n_correct class EvaluatorBase(object): def __init__(self, device='cuda'): ...
11,149
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122
py
rebias
rebias-master/make_clusters.py
"""ReBias Copyright (c) 2020-present NAVER Corp. MIT license """ import argparse import os import time import torch import torch.nn as nn import torchvision from torchvision import transforms from torchvision.utils import save_image import numpy as np from PIL import Image from sklearn.cluster import MiniBatchKMeans...
5,502
34.503226
105
py
rebias
rebias-master/trainer.py
"""ReBias Copyright (c) 2020-present NAVER Corp. MIT license Unified implementation of the de-biasing minimax optimisation by various methods including, - ReBias (ours, outer_criterion='RbfHSIC', inner criterion='MinusRbfHSIC') - Vanilla and Biased baselines (f_lambda_outer=0, g_lambda_inner=0) - Learned Mixin (outer_...
20,817
42.280665
144
py
rebias
rebias-master/optims/__init__.py
"""ReBias Copyright (c) 2020-present NAVER Corp. MIT license Opitmizers for the training. """ from torch.optim import Adam from torch.optim.lr_scheduler import StepLR, CosineAnnealingLR from adamp import AdamP __optim__ = ['Adam', 'AdamP'] __scheduler__ = ['StepLR', 'CosineAnnealingLR'] __all__ = ['Adam', 'AdamP',...
977
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py
rebias
rebias-master/criterions/comparison_methods.py
"""ReBias Copyright (c) 2020-present NAVER Corp. MIT license De-biasing comparison methods. Cadene, Remi, et al. "RUBi: Reducing Unimodal Biases for Visual Question Answering.", Clark, Christopher, Mark Yatskar, and Luke Zettlemoyer. "Don't Take the Easy Way Out: Ensemble Based Methods for Avoiding Known Dataset Biase...
3,496
34.683673
157
py
rebias
rebias-master/criterions/sigma_utils.py
"""ReBias Copyright (c) 2020-present NAVER Corp. MIT license """ import numpy as np import torch def _l2_dist(X): X = X.view(len(X), -1) XX = X @ X.t() X_sqnorms = torch.diag(XX) X_L2 = -2 * XX + X_sqnorms.unsqueeze(1) + X_sqnorms.unsqueeze(0) return X_L2.clone().detach().cpu().numpy().reshape(-1)...
1,810
26.029851
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py
rebias
rebias-master/criterions/hsic.py
"""ReBias Copyright (c) 2020-present NAVER Corp. MIT license Python Implementation of the finite sample estimator of Hilbert-Schmidt Independence Criterion (HSIC) We provide both biased estimator and unbiased estimators (unbiased estimator is used in the paper) """ import torch import torch.nn as nn def to_numpy(x):...
4,434
33.648438
172
py
rebias
rebias-master/criterions/dist.py
"""ReBias Copyright (c) 2020-present NAVER Corp. MIT license Distance-based objective functions. Re-implemented for the compatibility with other losses """ import torch.nn as nn import torch.nn.functional as F class MSELoss(nn.Module): """ A simple mean squared error (MSE) implementation. """ def __init_...
858
25.84375
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py
rebias
rebias-master/models/rebias_models.py
"""ReBias Copyright (c) 2020-present NAVER Corp. MIT license ReBias model wrapper. """ import torch.nn as nn class ReBiasModels(object): """A container for the target network and the intentionally biased network. """ def __init__(self, f_net, g_nets): self.f_net = f_net self.g_nets = g_ne...
1,620
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py
rebias
rebias-master/models/imagenet_models.py
"""ResNet and BagNet implementations. original codes - https://github.com/pytorch/vision/blob/master/torchvision/models/resnet.py - https://github.com/wielandbrendel/bag-of-local-features-models/blob/master/bagnets/pytorchnet.py """ import torch import torch.nn as nn import math from torch.utils.model_zoo import load_u...
15,233
38.466321
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py
rebias
rebias-master/models/mnist_models.py
"""ReBias Copyright (c) 2020-present NAVER Corp. MIT license Implementation for simple statcked convolutional networks. """ import torch import torch.nn as nn class SimpleConvNet(nn.Module): def __init__(self, num_classes=None, kernel_size=7, feature_pos='post'): super(SimpleConvNet, self).__init__() ...
2,049
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py
rebias
rebias-master/models/action_models/ResNet3D.py
import torch.nn as nn from .weight_init_helper import init_weights from .stem_helper import VideoModelStem from .resnet_helper import ResStage from .head_helper import ResNetBasicHead # Number of blocks for different stages given the model depth. _MODEL_STAGE_DEPTH = {18.1: (2, 2, 2, 2), 18: (2, ...
8,939
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py
rebias
rebias-master/models/action_models/nonlocal_helper.py
#!/usr/bin/env python3 # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved. """Non-local helper""" import torch import torch.nn as nn class Nonlocal(nn.Module): """ Builds Non-local Neural Networks as a generic family of building blocks for capturing long-range dependencies. Non-local...
6,320
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py
rebias
rebias-master/models/action_models/head_helper.py
#!/usr/bin/env python3 # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved. """ResNe(X)t Head helper.""" import torch import torch.nn as nn class ResNetBasicHead(nn.Module): """ ResNe(X)t 3D head. This layer performs a fully-connected projection during training, when the input siz...
5,073
36.308824
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py
rebias
rebias-master/models/action_models/stem_helper.py
#!/usr/bin/env python3 # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved. """ResNe(X)t 3D stem helper.""" import torch.nn as nn class VideoModelStem(nn.Module): """ Video 3D stem module. Provides stem operations of Conv, BN, ReLU, MaxPool on input data tensor for one or multiple pat...
5,867
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py
rebias
rebias-master/models/action_models/weight_init_helper.py
#!/usr/bin/env python3 # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved. """Utility function for weight initialization""" import torch.nn as nn from fvcore.nn.weight_init import c2_msra_fill def init_weights(model, fc_init_std=0.01, zero_init_final_bn=True): """ Performs ResNet style w...
1,444
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py
rebias
rebias-master/models/action_models/resnet_helper.py
#!/usr/bin/env python3 # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved. """Video models.""" import torch.nn as nn from .nonlocal_helper import Nonlocal def get_trans_func(name): """ Retrieves the transformation module by name. """ trans_funcs = { "bottleneck_transform...
17,499
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py
rebias
rebias-master/datasets/colour_mnist.py
"""ReBias Copyright (c) 2020-present NAVER Corp. MIT license Python implementation of Biased-MNIST. """ import os import numpy as np from PIL import Image import torch from torch.utils import data from torchvision import transforms from torchvision.datasets import MNIST class BiasedMNIST(MNIST): """A base clas...
7,875
40.235602
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py
rebias
rebias-master/datasets/kinetics.py
"""ReBias Copyright (c) 2020-present NAVER Corp. MIT license Dataset for the action recognition benchmarks. We use the official implemenation of SlowFast by Facebook research. https://github.com/facebookresearch/SlowFast """ import torch from datasets.kinetics_tools.loader import construct_loader def get_kinetics_d...
831
32.28
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py
rebias
rebias-master/datasets/imagenet.py
"""ReBias Copyright (c) 2020-present NAVER Corp. MIT license 9-Class ImageNet wrapper. Many codes are borrowed from the official torchvision dataset. https://github.com/pytorch/vision/blob/master/torchvision/datasets/imagenet.py The following nine classes are selected to build the subset: dog, cat, frog, turtle, ...
6,565
38.317365
97
py
rebias
rebias-master/datasets/kinetics_tools/transform.py
#!/usr/bin/env python3 # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved. import math import numpy as np import torch def random_short_side_scale_jitter(images, min_size, max_size): """ Perform a spatial short scale jittering on the given images. Args: images (tensor): images...
3,922
31.155738
79
py
rebias
rebias-master/datasets/kinetics_tools/decoder.py
#!/usr/bin/env python3 # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved. import math import numpy as np import random import torch def temporal_sampling(frames, start_idx, end_idx, num_samples): """ Given the start and end frame index, sample num_samples frames between the start and...
8,893
36.527426
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py
rebias
rebias-master/datasets/kinetics_tools/kinetics.py
#!/usr/bin/env python3 # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved. import os import json import random import torch import torch.utils.data import datasets.kinetics_tools.decoder as decoder import datasets.kinetics_tools.video_container as container import datasets.kinetics_tools.transform...
17,839
40.488372
118
py
rebias
rebias-master/datasets/kinetics_tools/loader.py
#!/usr/bin/env python3 # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved. """Data loader.""" import torch from torch.utils.data.distributed import DistributedSampler from torch.utils.data.sampler import RandomSampler from datasets.kinetics_tools.kinetics import Kinetics # Supported datasets. _D...
2,473
29.925
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py
rebias
rebias-master/datasets/kinetics_tools/meters.py
#!/usr/bin/env python3 # Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved. """Meters.""" import datetime import numpy as np from collections import deque import torch import time import slowfast.utils.logging as logging import slowfast.utils.metrics as metrics from fvcore.common.timer import Tim...
13,430
31.442029
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py
TraBS
TraBS-main/scripts/main_pretrain.py
from pathlib import Path from datetime import datetime import torch from pytorch_lightning.trainer import Trainer from pytorch_lightning.callbacks import EarlyStopping, ModelCheckpoint import numpy as np import torchio as tio from breaststudies.data import BreastDataModule, BreastDataModuleLR, BreastDataModule2D...
5,913
39.506849
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py
TraBS
TraBS-main/scripts/main_compute_segmentation_quality.py
import logging from pathlib import Path import numpy as np import pandas as pd import monai.metrics as mm import torchio as tio from breaststudies.utils import one_hot from breaststudies.metrics import compute_surface_distances, compute_average_surface_distance from breaststudies.data import BreastDatasetCreator,...
4,308
36.469565
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py