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jax-ml/jax | https://github.com/jax-ml/jax/blob/78a4304e4d0b6422842efbccfb4f379d347633ea/tests/mosaic/gpu_constraints_test.py | tests/mosaic/gpu_constraints_test.py | # Copyright 2025 The JAX Authors. All Rights Reserved.
#
# 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... | python | Apache-2.0 | 78a4304e4d0b6422842efbccfb4f379d347633ea | 2026-01-04T14:42:24.053813Z | false |
jax-ml/jax | https://github.com/jax-ml/jax/blob/78a4304e4d0b6422842efbccfb4f379d347633ea/tests/mosaic/matmul_test.py | tests/mosaic/matmul_test.py | # Copyright 2024 The JAX Authors. All Rights Reserved.
#
# 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... | python | Apache-2.0 | 78a4304e4d0b6422842efbccfb4f379d347633ea | 2026-01-04T14:42:24.053813Z | false |
jax-ml/jax | https://github.com/jax-ml/jax/blob/78a4304e4d0b6422842efbccfb4f379d347633ea/build/build.py | build/build.py | #!/usr/bin/env python3
#
# Copyright 2018 The JAX Authors.
#
# 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
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | python | Apache-2.0 | 78a4304e4d0b6422842efbccfb4f379d347633ea | 2026-01-04T14:42:24.053813Z | false |
jax-ml/jax | https://github.com/jax-ml/jax/blob/78a4304e4d0b6422842efbccfb4f379d347633ea/build/tools/command.py | build/tools/command.py | # Copyright 2024 The JAX Authors.
#
# 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 writ... | python | Apache-2.0 | 78a4304e4d0b6422842efbccfb4f379d347633ea | 2026-01-04T14:42:24.053813Z | false |
jax-ml/jax | https://github.com/jax-ml/jax/blob/78a4304e4d0b6422842efbccfb4f379d347633ea/build/tools/utils.py | build/tools/utils.py | # Copyright 2024 The JAX Authors.
#
# 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 writ... | python | Apache-2.0 | 78a4304e4d0b6422842efbccfb4f379d347633ea | 2026-01-04T14:42:24.053813Z | false |
jax-ml/jax | https://github.com/jax-ml/jax/blob/78a4304e4d0b6422842efbccfb4f379d347633ea/build/rocm/run_single_gpu.py | build/rocm/run_single_gpu.py | #!/usr/bin/env python3
# Copyright 2022 The JAX Authors.
#
# 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
#
# https://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applicable ... | python | Apache-2.0 | 78a4304e4d0b6422842efbccfb4f379d347633ea | 2026-01-04T14:42:24.053813Z | false |
jax-ml/jax | https://github.com/jax-ml/jax/blob/78a4304e4d0b6422842efbccfb4f379d347633ea/build/rocm/dev_build_rocm.py | build/rocm/dev_build_rocm.py | # !/usr/bin/env python3
#
# Copyright 2024 The JAX Authors.
#
# 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
#
# https://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applicab... | python | Apache-2.0 | 78a4304e4d0b6422842efbccfb4f379d347633ea | 2026-01-04T14:42:24.053813Z | false |
jax-ml/jax | https://github.com/jax-ml/jax/blob/78a4304e4d0b6422842efbccfb4f379d347633ea/build/rocm/tools/symbols.py | build/rocm/tools/symbols.py | #!/usr/bin/env python3
# Copyright 2024 The JAX Authors.
#
# 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
#
# https://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applicable... | python | Apache-2.0 | 78a4304e4d0b6422842efbccfb4f379d347633ea | 2026-01-04T14:42:24.053813Z | false |
jax-ml/jax | https://github.com/jax-ml/jax/blob/78a4304e4d0b6422842efbccfb4f379d347633ea/build/rocm/tools/build_wheels.py | build/rocm/tools/build_wheels.py | #!/usr/bin/env python3
# Copyright 2024 The JAX Authors.
#
# 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
#
# https://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applicable... | python | Apache-2.0 | 78a4304e4d0b6422842efbccfb4f379d347633ea | 2026-01-04T14:42:24.053813Z | false |
jax-ml/jax | https://github.com/jax-ml/jax/blob/78a4304e4d0b6422842efbccfb4f379d347633ea/build/rocm/tools/libc.py | build/rocm/tools/libc.py | #!/usr/bin/env python3
# Copyright 2024 The JAX Authors.
#
# 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
#
# https://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applicable... | python | Apache-2.0 | 78a4304e4d0b6422842efbccfb4f379d347633ea | 2026-01-04T14:42:24.053813Z | false |
jax-ml/jax | https://github.com/jax-ml/jax/blob/78a4304e4d0b6422842efbccfb4f379d347633ea/build/rocm/tools/fixwheel.py | build/rocm/tools/fixwheel.py | #!/usr/bin/env python3
# Copyright 2024 The JAX Authors.
#
# 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
#
# https://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applicable... | python | Apache-2.0 | 78a4304e4d0b6422842efbccfb4f379d347633ea | 2026-01-04T14:42:24.053813Z | false |
jax-ml/jax | https://github.com/jax-ml/jax/blob/78a4304e4d0b6422842efbccfb4f379d347633ea/build/rocm/tools/get_rocm.py | build/rocm/tools/get_rocm.py | #!/usr/bin/env python3
# Copyright 2024 The JAX Authors.
#
# 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
#
# https://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applicable... | python | Apache-2.0 | 78a4304e4d0b6422842efbccfb4f379d347633ea | 2026-01-04T14:42:24.053813Z | false |
jax-ml/jax | https://github.com/jax-ml/jax/blob/78a4304e4d0b6422842efbccfb4f379d347633ea/docs/array_refs.py | docs/array_refs.py | # ---
# Copyright 2025 The JAX Authors.
#
# 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
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to ... | python | Apache-2.0 | 78a4304e4d0b6422842efbccfb4f379d347633ea | 2026-01-04T14:42:24.053813Z | false |
jax-ml/jax | https://github.com/jax-ml/jax/blob/78a4304e4d0b6422842efbccfb4f379d347633ea/docs/autodidax2_part1.py | docs/autodidax2_part1.py | # ---
# Copyright 2025 The JAX Authors.
#
# 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
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to ... | python | Apache-2.0 | 78a4304e4d0b6422842efbccfb4f379d347633ea | 2026-01-04T14:42:24.053813Z | false |
jax-ml/jax | https://github.com/jax-ml/jax/blob/78a4304e4d0b6422842efbccfb4f379d347633ea/docs/autodidax.py | docs/autodidax.py | # ---
# Copyright 2021 The JAX Authors.
#
# 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
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to ... | python | Apache-2.0 | 78a4304e4d0b6422842efbccfb4f379d347633ea | 2026-01-04T14:42:24.053813Z | true |
jax-ml/jax | https://github.com/jax-ml/jax/blob/78a4304e4d0b6422842efbccfb4f379d347633ea/docs/__init__.py | docs/__init__.py | # Copyright 2025 The JAX Authors.
#
# 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
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | python | Apache-2.0 | 78a4304e4d0b6422842efbccfb4f379d347633ea | 2026-01-04T14:42:24.053813Z | false |
jax-ml/jax | https://github.com/jax-ml/jax/blob/78a4304e4d0b6422842efbccfb4f379d347633ea/docs/conf.py | docs/conf.py | # Copyright 2018 The JAX Authors.
#
# 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
#
# https://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applicable law or agreed to in wri... | python | Apache-2.0 | 78a4304e4d0b6422842efbccfb4f379d347633ea | 2026-01-04T14:42:24.053813Z | false |
jax-ml/jax | https://github.com/jax-ml/jax/blob/78a4304e4d0b6422842efbccfb4f379d347633ea/docs/the-training-cookbook.py | docs/the-training-cookbook.py | # Copyright 2025 The JAX Authors.
#
# 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
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | python | Apache-2.0 | 78a4304e4d0b6422842efbccfb4f379d347633ea | 2026-01-04T14:42:24.053813Z | false |
jax-ml/jax | https://github.com/jax-ml/jax/blob/78a4304e4d0b6422842efbccfb4f379d347633ea/docs/sphinxext/jax_extensions.py | docs/sphinxext/jax_extensions.py | # Copyright 2021 The JAX Authors.
#
# 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
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | python | Apache-2.0 | 78a4304e4d0b6422842efbccfb4f379d347633ea | 2026-01-04T14:42:24.053813Z | false |
jax-ml/jax | https://github.com/jax-ml/jax/blob/78a4304e4d0b6422842efbccfb4f379d347633ea/docs/sphinxext/jax_list_config_options.py | docs/sphinxext/jax_list_config_options.py | # Copyright 2025 The JAX Authors.
#
# 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
#
# https://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applicable law or agreed to in writi... | python | Apache-2.0 | 78a4304e4d0b6422842efbccfb4f379d347633ea | 2026-01-04T14:42:24.053813Z | false |
jax-ml/jax | https://github.com/jax-ml/jax/blob/78a4304e4d0b6422842efbccfb4f379d347633ea/docs/sphinxext/source_include.py | docs/sphinxext/source_include.py | # Copyright 2025 The JAX Authors.
#
# 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
#
# https://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applicable law or agreed to in wri... | python | Apache-2.0 | 78a4304e4d0b6422842efbccfb4f379d347633ea | 2026-01-04T14:42:24.053813Z | false |
jax-ml/jax | https://github.com/jax-ml/jax/blob/78a4304e4d0b6422842efbccfb4f379d347633ea/docs/_static/fault_tolerance/dont_fail.py | docs/_static/fault_tolerance/dont_fail.py | # Copyright 2025 The JAX Authors.
#
# 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
#
# https://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applicable law or agreed to in wri... | python | Apache-2.0 | 78a4304e4d0b6422842efbccfb4f379d347633ea | 2026-01-04T14:42:24.053813Z | false |
jax-ml/jax | https://github.com/jax-ml/jax/blob/78a4304e4d0b6422842efbccfb4f379d347633ea/docs/_static/fault_tolerance/data_parallelism_with_recovery.py | docs/_static/fault_tolerance/data_parallelism_with_recovery.py | # Copyright 2025 The JAX Authors.
#
# 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
#
# https://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applicable law or agreed to in wri... | python | Apache-2.0 | 78a4304e4d0b6422842efbccfb4f379d347633ea | 2026-01-04T14:42:24.053813Z | false |
jax-ml/jax | https://github.com/jax-ml/jax/blob/78a4304e4d0b6422842efbccfb4f379d347633ea/docs/_static/fault_tolerance/data_parallelism.py | docs/_static/fault_tolerance/data_parallelism.py | # Copyright 2025 The JAX Authors.
#
# 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
#
# https://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applicable law or agreed to in wri... | python | Apache-2.0 | 78a4304e4d0b6422842efbccfb4f379d347633ea | 2026-01-04T14:42:24.053813Z | false |
jax-ml/jax | https://github.com/jax-ml/jax/blob/78a4304e4d0b6422842efbccfb4f379d347633ea/docs/_static/fault_tolerance/cancel_collectives.py | docs/_static/fault_tolerance/cancel_collectives.py | # Copyright 2025 The JAX Authors.
#
# 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
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | python | Apache-2.0 | 78a4304e4d0b6422842efbccfb4f379d347633ea | 2026-01-04T14:42:24.053813Z | false |
jax-ml/jax | https://github.com/jax-ml/jax/blob/78a4304e4d0b6422842efbccfb4f379d347633ea/docs/_static/fault_tolerance/while_loop.py | docs/_static/fault_tolerance/while_loop.py | # Copyright 2025 The JAX Authors.
#
# 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
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | python | Apache-2.0 | 78a4304e4d0b6422842efbccfb4f379d347633ea | 2026-01-04T14:42:24.053813Z | false |
jax-ml/jax | https://github.com/jax-ml/jax/blob/78a4304e4d0b6422842efbccfb4f379d347633ea/docs/_static/fault_tolerance/live_devices.py | docs/_static/fault_tolerance/live_devices.py | # Copyright 2025 The JAX Authors.
#
# 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
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | python | Apache-2.0 | 78a4304e4d0b6422842efbccfb4f379d347633ea | 2026-01-04T14:42:24.053813Z | false |
jax-ml/jax | https://github.com/jax-ml/jax/blob/78a4304e4d0b6422842efbccfb4f379d347633ea/docs/_static/fault_tolerance/collectives.py | docs/_static/fault_tolerance/collectives.py | # Copyright 2025 The JAX Authors.
#
# 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
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | python | Apache-2.0 | 78a4304e4d0b6422842efbccfb4f379d347633ea | 2026-01-04T14:42:24.053813Z | false |
jax-ml/jax | https://github.com/jax-ml/jax/blob/78a4304e4d0b6422842efbccfb4f379d347633ea/examples/gaussian_process_regression.py | examples/gaussian_process_regression.py | # Copyright 2018 The JAX Authors.
#
# 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
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | python | Apache-2.0 | 78a4304e4d0b6422842efbccfb4f379d347633ea | 2026-01-04T14:42:24.053813Z | false |
jax-ml/jax | https://github.com/jax-ml/jax/blob/78a4304e4d0b6422842efbccfb4f379d347633ea/examples/datasets.py | examples/datasets.py | # Copyright 2018 The JAX Authors.
#
# 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
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | python | Apache-2.0 | 78a4304e4d0b6422842efbccfb4f379d347633ea | 2026-01-04T14:42:24.053813Z | false |
jax-ml/jax | https://github.com/jax-ml/jax/blob/78a4304e4d0b6422842efbccfb4f379d347633ea/examples/onnx2xla.py | examples/onnx2xla.py | # Copyright 2018 The JAX Authors.
#
# 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
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | python | Apache-2.0 | 78a4304e4d0b6422842efbccfb4f379d347633ea | 2026-01-04T14:42:24.053813Z | false |
jax-ml/jax | https://github.com/jax-ml/jax/blob/78a4304e4d0b6422842efbccfb4f379d347633ea/examples/advi.py | examples/advi.py | # Copyright 2018 The JAX Authors.
#
# 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
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | python | Apache-2.0 | 78a4304e4d0b6422842efbccfb4f379d347633ea | 2026-01-04T14:42:24.053813Z | false |
jax-ml/jax | https://github.com/jax-ml/jax/blob/78a4304e4d0b6422842efbccfb4f379d347633ea/examples/kernel_lsq.py | examples/kernel_lsq.py | # Copyright 2018 The JAX Authors.
#
# 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
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | python | Apache-2.0 | 78a4304e4d0b6422842efbccfb4f379d347633ea | 2026-01-04T14:42:24.053813Z | false |
jax-ml/jax | https://github.com/jax-ml/jax/blob/78a4304e4d0b6422842efbccfb4f379d347633ea/examples/mnist_classifier.py | examples/mnist_classifier.py | # Copyright 2018 The JAX Authors.
#
# 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
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | python | Apache-2.0 | 78a4304e4d0b6422842efbccfb4f379d347633ea | 2026-01-04T14:42:24.053813Z | false |
jax-ml/jax | https://github.com/jax-ml/jax/blob/78a4304e4d0b6422842efbccfb4f379d347633ea/examples/examples_test.py | examples/examples_test.py | # Copyright 2018 The JAX Authors.
#
# 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
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | python | Apache-2.0 | 78a4304e4d0b6422842efbccfb4f379d347633ea | 2026-01-04T14:42:24.053813Z | false |
jax-ml/jax | https://github.com/jax-ml/jax/blob/78a4304e4d0b6422842efbccfb4f379d347633ea/examples/spmd_mnist_classifier_fromscratch.py | examples/spmd_mnist_classifier_fromscratch.py | # Copyright 2018 The JAX Authors.
#
# 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
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | python | Apache-2.0 | 78a4304e4d0b6422842efbccfb4f379d347633ea | 2026-01-04T14:42:24.053813Z | false |
jax-ml/jax | https://github.com/jax-ml/jax/blob/78a4304e4d0b6422842efbccfb4f379d347633ea/examples/mnist_vae.py | examples/mnist_vae.py | # Copyright 2018 The JAX Authors.
#
# 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
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | python | Apache-2.0 | 78a4304e4d0b6422842efbccfb4f379d347633ea | 2026-01-04T14:42:24.053813Z | false |
jax-ml/jax | https://github.com/jax-ml/jax/blob/78a4304e4d0b6422842efbccfb4f379d347633ea/examples/__init__.py | examples/__init__.py | # Copyright 2018 The JAX Authors.
#
# 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
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | python | Apache-2.0 | 78a4304e4d0b6422842efbccfb4f379d347633ea | 2026-01-04T14:42:24.053813Z | false |
jax-ml/jax | https://github.com/jax-ml/jax/blob/78a4304e4d0b6422842efbccfb4f379d347633ea/examples/differentially_private_sgd.py | examples/differentially_private_sgd.py | # Copyright 2019 The JAX Authors.
#
# 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
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | python | Apache-2.0 | 78a4304e4d0b6422842efbccfb4f379d347633ea | 2026-01-04T14:42:24.053813Z | false |
jax-ml/jax | https://github.com/jax-ml/jax/blob/78a4304e4d0b6422842efbccfb4f379d347633ea/examples/mnist_classifier_fromscratch.py | examples/mnist_classifier_fromscratch.py | # Copyright 2018 The JAX Authors.
#
# 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
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | python | Apache-2.0 | 78a4304e4d0b6422842efbccfb4f379d347633ea | 2026-01-04T14:42:24.053813Z | false |
jax-ml/jax | https://github.com/jax-ml/jax/blob/78a4304e4d0b6422842efbccfb4f379d347633ea/examples/jax_cpp/prog.py | examples/jax_cpp/prog.py | # Copyright 2021 The JAX Authors.
#
# 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
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | python | Apache-2.0 | 78a4304e4d0b6422842efbccfb4f379d347633ea | 2026-01-04T14:42:24.053813Z | false |
jax-ml/jax | https://github.com/jax-ml/jax/blob/78a4304e4d0b6422842efbccfb4f379d347633ea/examples/ffi/src/jax_ffi_example/cuda_examples.py | examples/ffi/src/jax_ffi_example/cuda_examples.py | # Copyright 2024 The JAX Authors.
#
# 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
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | python | Apache-2.0 | 78a4304e4d0b6422842efbccfb4f379d347633ea | 2026-01-04T14:42:24.053813Z | false |
jax-ml/jax | https://github.com/jax-ml/jax/blob/78a4304e4d0b6422842efbccfb4f379d347633ea/examples/ffi/src/jax_ffi_example/gpu_examples.py | examples/ffi/src/jax_ffi_example/gpu_examples.py | # Copyright 2025 The JAX Authors.
#
# 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
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | python | Apache-2.0 | 78a4304e4d0b6422842efbccfb4f379d347633ea | 2026-01-04T14:42:24.053813Z | false |
jax-ml/jax | https://github.com/jax-ml/jax/blob/78a4304e4d0b6422842efbccfb4f379d347633ea/examples/ffi/src/jax_ffi_example/cpu_examples.py | examples/ffi/src/jax_ffi_example/cpu_examples.py | # Copyright 2024 The JAX Authors.
#
# 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
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | python | Apache-2.0 | 78a4304e4d0b6422842efbccfb4f379d347633ea | 2026-01-04T14:42:24.053813Z | false |
jax-ml/jax | https://github.com/jax-ml/jax/blob/78a4304e4d0b6422842efbccfb4f379d347633ea/examples/ffi/src/jax_ffi_example/__init__.py | examples/ffi/src/jax_ffi_example/__init__.py | # Copyright 2024 The JAX Authors.
#
# 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
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | python | Apache-2.0 | 78a4304e4d0b6422842efbccfb4f379d347633ea | 2026-01-04T14:42:24.053813Z | false |
jax-ml/jax | https://github.com/jax-ml/jax/blob/78a4304e4d0b6422842efbccfb4f379d347633ea/examples/ffi/src/jax_ffi_example/rms_norm.py | examples/ffi/src/jax_ffi_example/rms_norm.py | # Copyright 2024 The JAX Authors.
#
# 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
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | python | Apache-2.0 | 78a4304e4d0b6422842efbccfb4f379d347633ea | 2026-01-04T14:42:24.053813Z | false |
jax-ml/jax | https://github.com/jax-ml/jax/blob/78a4304e4d0b6422842efbccfb4f379d347633ea/examples/ffi/tests/rms_norm_test.py | examples/ffi/tests/rms_norm_test.py | # Copyright 2024 The JAX Authors.
#
# 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
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | python | Apache-2.0 | 78a4304e4d0b6422842efbccfb4f379d347633ea | 2026-01-04T14:42:24.053813Z | false |
jax-ml/jax | https://github.com/jax-ml/jax/blob/78a4304e4d0b6422842efbccfb4f379d347633ea/examples/ffi/tests/gpu_examples_test.py | examples/ffi/tests/gpu_examples_test.py | # Copyright 2025 The JAX Authors.
#
# 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
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | python | Apache-2.0 | 78a4304e4d0b6422842efbccfb4f379d347633ea | 2026-01-04T14:42:24.053813Z | false |
jax-ml/jax | https://github.com/jax-ml/jax/blob/78a4304e4d0b6422842efbccfb4f379d347633ea/examples/ffi/tests/cpu_examples_test.py | examples/ffi/tests/cpu_examples_test.py | # Copyright 2024 The JAX Authors.
#
# 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
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | python | Apache-2.0 | 78a4304e4d0b6422842efbccfb4f379d347633ea | 2026-01-04T14:42:24.053813Z | false |
jax-ml/jax | https://github.com/jax-ml/jax/blob/78a4304e4d0b6422842efbccfb4f379d347633ea/examples/ffi/tests/cuda_examples_test.py | examples/ffi/tests/cuda_examples_test.py | # Copyright 2024 The JAX Authors.
#
# 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
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | python | Apache-2.0 | 78a4304e4d0b6422842efbccfb4f379d347633ea | 2026-01-04T14:42:24.053813Z | false |
jax-ml/jax | https://github.com/jax-ml/jax/blob/78a4304e4d0b6422842efbccfb4f379d347633ea/jax_plugins/rocm/setup.py | jax_plugins/rocm/setup.py | # Copyright 2024 The JAX Authors.
#
# 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
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | python | Apache-2.0 | 78a4304e4d0b6422842efbccfb4f379d347633ea | 2026-01-04T14:42:24.053813Z | false |
jax-ml/jax | https://github.com/jax-ml/jax/blob/78a4304e4d0b6422842efbccfb4f379d347633ea/jax_plugins/rocm/plugin_setup.py | jax_plugins/rocm/plugin_setup.py | # Copyright 2024 The JAX Authors.
#
# 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
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | python | Apache-2.0 | 78a4304e4d0b6422842efbccfb4f379d347633ea | 2026-01-04T14:42:24.053813Z | false |
jax-ml/jax | https://github.com/jax-ml/jax/blob/78a4304e4d0b6422842efbccfb4f379d347633ea/jax_plugins/rocm/__init__.py | jax_plugins/rocm/__init__.py | # Copyright 2024 The JAX Authors.
#
# 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
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | python | Apache-2.0 | 78a4304e4d0b6422842efbccfb4f379d347633ea | 2026-01-04T14:42:24.053813Z | false |
jax-ml/jax | https://github.com/jax-ml/jax/blob/78a4304e4d0b6422842efbccfb4f379d347633ea/jax_plugins/cuda/setup.py | jax_plugins/cuda/setup.py | # Copyright 2023 The JAX Authors.
#
# 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
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | python | Apache-2.0 | 78a4304e4d0b6422842efbccfb4f379d347633ea | 2026-01-04T14:42:24.053813Z | false |
jax-ml/jax | https://github.com/jax-ml/jax/blob/78a4304e4d0b6422842efbccfb4f379d347633ea/jax_plugins/cuda/plugin_setup.py | jax_plugins/cuda/plugin_setup.py | # Copyright 2023 The JAX Authors.
#
# 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
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | python | Apache-2.0 | 78a4304e4d0b6422842efbccfb4f379d347633ea | 2026-01-04T14:42:24.053813Z | false |
jax-ml/jax | https://github.com/jax-ml/jax/blob/78a4304e4d0b6422842efbccfb4f379d347633ea/jax_plugins/cuda/__init__.py | jax_plugins/cuda/__init__.py | # Copyright 2023 The JAX Authors.
#
# 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
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in wri... | python | Apache-2.0 | 78a4304e4d0b6422842efbccfb4f379d347633ea | 2026-01-04T14:42:24.053813Z | false |
open-mmlab/mmdetection | https://github.com/open-mmlab/mmdetection/blob/cfd5d3a985b0249de009b67d04f37263e11cdf3d/setup.py | setup.py | #!/usr/bin/env python
# Copyright (c) OpenMMLab. All rights reserved.
import os
import os.path as osp
import platform
import shutil
import sys
import warnings
from setuptools import find_packages, setup
import torch
from torch.utils.cpp_extension import (BuildExtension, CppExtension,
... | python | Apache-2.0 | cfd5d3a985b0249de009b67d04f37263e11cdf3d | 2026-01-04T14:42:57.197037Z | false |
open-mmlab/mmdetection | https://github.com/open-mmlab/mmdetection/blob/cfd5d3a985b0249de009b67d04f37263e11cdf3d/tools/train.py | tools/train.py | # Copyright (c) OpenMMLab. All rights reserved.
import argparse
import os
import os.path as osp
from mmengine.config import Config, DictAction
from mmengine.registry import RUNNERS
from mmengine.runner import Runner
from mmdet.utils import setup_cache_size_limit_of_dynamo
def parse_args():
parser = argparse.Arg... | python | Apache-2.0 | cfd5d3a985b0249de009b67d04f37263e11cdf3d | 2026-01-04T14:42:57.197037Z | false |
open-mmlab/mmdetection | https://github.com/open-mmlab/mmdetection/blob/cfd5d3a985b0249de009b67d04f37263e11cdf3d/tools/test_tracking.py | tools/test_tracking.py | # Copyright (c) OpenMMLab. All rights reserved.
import argparse
import os
import os.path as osp
from mmengine.config import Config, DictAction
from mmengine.model import is_model_wrapper
from mmengine.registry import RUNNERS
from mmengine.runner import Runner
from mmengine.runner.checkpoint import load_checkpoint
fro... | python | Apache-2.0 | cfd5d3a985b0249de009b67d04f37263e11cdf3d | 2026-01-04T14:42:57.197037Z | false |
open-mmlab/mmdetection | https://github.com/open-mmlab/mmdetection/blob/cfd5d3a985b0249de009b67d04f37263e11cdf3d/tools/test.py | tools/test.py | # Copyright (c) OpenMMLab. All rights reserved.
import argparse
import os
import os.path as osp
import warnings
from copy import deepcopy
from mmengine import ConfigDict
from mmengine.config import Config, DictAction
from mmengine.runner import Runner
from mmdet.engine.hooks.utils import trigger_visualization_hook
fr... | python | Apache-2.0 | cfd5d3a985b0249de009b67d04f37263e11cdf3d | 2026-01-04T14:42:57.197037Z | false |
open-mmlab/mmdetection | https://github.com/open-mmlab/mmdetection/blob/cfd5d3a985b0249de009b67d04f37263e11cdf3d/tools/misc/get_crowdhuman_id_hw.py | tools/misc/get_crowdhuman_id_hw.py | # Copyright (c) OpenMMLab. All rights reserved.
"""Get image shape on CrowdHuman dataset.
Here is an example to run this script.
Example:
python tools/misc/get_crowdhuman_id_hw.py ${CONFIG} \
--dataset ${DATASET_TYPE}
"""
import argparse
import json
import logging
import os.path as osp
from multiprocessing im... | python | Apache-2.0 | cfd5d3a985b0249de009b67d04f37263e11cdf3d | 2026-01-04T14:42:57.197037Z | false |
open-mmlab/mmdetection | https://github.com/open-mmlab/mmdetection/blob/cfd5d3a985b0249de009b67d04f37263e11cdf3d/tools/misc/split_odvg.py | tools/misc/split_odvg.py | import argparse
import json
import os
import shutil
import jsonlines
import numpy as np
from mmengine.utils import ProgressBar, mkdir_or_exist
def parse_args():
parser = argparse.ArgumentParser()
parser.add_argument('data_root', type=str, help='The data root.')
parser.add_argument('ann_file', type=str)
... | python | Apache-2.0 | cfd5d3a985b0249de009b67d04f37263e11cdf3d | 2026-01-04T14:42:57.197037Z | false |
open-mmlab/mmdetection | https://github.com/open-mmlab/mmdetection/blob/cfd5d3a985b0249de009b67d04f37263e11cdf3d/tools/misc/get_image_metas.py | tools/misc/get_image_metas.py | # Copyright (c) OpenMMLab. All rights reserved.
"""Get image metas on a specific dataset.
Here is an example to run this script.
Example:
python tools/misc/get_image_metas.py ${CONFIG} \
--out ${OUTPUT FILE NAME}
"""
import argparse
import csv
import os.path as osp
from multiprocessing import Pool
import mmc... | python | Apache-2.0 | cfd5d3a985b0249de009b67d04f37263e11cdf3d | 2026-01-04T14:42:57.197037Z | false |
open-mmlab/mmdetection | https://github.com/open-mmlab/mmdetection/blob/cfd5d3a985b0249de009b67d04f37263e11cdf3d/tools/misc/print_config.py | tools/misc/print_config.py | # Copyright (c) OpenMMLab. All rights reserved.
import argparse
import os
from mmengine import Config, DictAction
from mmdet.utils import replace_cfg_vals, update_data_root
def parse_args():
parser = argparse.ArgumentParser(description='Print the whole config')
parser.add_argument('config', help='config fil... | python | Apache-2.0 | cfd5d3a985b0249de009b67d04f37263e11cdf3d | 2026-01-04T14:42:57.197037Z | false |
open-mmlab/mmdetection | https://github.com/open-mmlab/mmdetection/blob/cfd5d3a985b0249de009b67d04f37263e11cdf3d/tools/misc/download_dataset.py | tools/misc/download_dataset.py | import argparse
import tarfile
from itertools import repeat
from multiprocessing.pool import ThreadPool
from pathlib import Path
from tarfile import TarFile
from zipfile import ZipFile
import torch
from mmengine.utils.path import mkdir_or_exist
def parse_args():
parser = argparse.ArgumentParser(
descript... | python | Apache-2.0 | cfd5d3a985b0249de009b67d04f37263e11cdf3d | 2026-01-04T14:42:57.197037Z | false |
open-mmlab/mmdetection | https://github.com/open-mmlab/mmdetection/blob/cfd5d3a985b0249de009b67d04f37263e11cdf3d/tools/misc/gen_coco_panoptic_test_info.py | tools/misc/gen_coco_panoptic_test_info.py | import argparse
import os.path as osp
from mmengine.fileio import dump, load
def parse_args():
parser = argparse.ArgumentParser(
description='Generate COCO test image information '
'for COCO panoptic segmentation.')
parser.add_argument('data_root', help='Path to COCO annotation directory.')
... | python | Apache-2.0 | cfd5d3a985b0249de009b67d04f37263e11cdf3d | 2026-01-04T14:42:57.197037Z | false |
open-mmlab/mmdetection | https://github.com/open-mmlab/mmdetection/blob/cfd5d3a985b0249de009b67d04f37263e11cdf3d/tools/misc/split_coco.py | tools/misc/split_coco.py | # Copyright (c) OpenMMLab. All rights reserved.
import argparse
import os.path as osp
import numpy as np
from mmengine.fileio import dump, load
from mmengine.utils import mkdir_or_exist, track_parallel_progress
prog_description = '''K-Fold coco split.
To split coco data for semi-supervised object detection:
pyth... | python | Apache-2.0 | cfd5d3a985b0249de009b67d04f37263e11cdf3d | 2026-01-04T14:42:57.197037Z | false |
open-mmlab/mmdetection | https://github.com/open-mmlab/mmdetection/blob/cfd5d3a985b0249de009b67d04f37263e11cdf3d/tools/dataset_converters/ade20k2coco.py | tools/dataset_converters/ade20k2coco.py | import argparse
import json
import os
from pathlib import Path
import numpy as np
import pycocotools.mask as mask_util
from mmengine.utils import ProgressBar, mkdir_or_exist
from panopticapi.utils import IdGenerator, save_json
from PIL import Image
from mmdet.datasets.ade20k import ADE20KPanopticDataset
ORIGINAL_CAT... | python | Apache-2.0 | cfd5d3a985b0249de009b67d04f37263e11cdf3d | 2026-01-04T14:42:57.197037Z | false |
open-mmlab/mmdetection | https://github.com/open-mmlab/mmdetection/blob/cfd5d3a985b0249de009b67d04f37263e11cdf3d/tools/dataset_converters/crowdhuman2coco.py | tools/dataset_converters/crowdhuman2coco.py | # Copyright (c) OpenMMLab. All rights reserved.
import argparse
import json
import os
import os.path as osp
from collections import defaultdict
import mmengine
from PIL import Image
from tqdm import tqdm
def parse_args():
parser = argparse.ArgumentParser(
description='CrowdHuman to COCO Video format')
... | python | Apache-2.0 | cfd5d3a985b0249de009b67d04f37263e11cdf3d | 2026-01-04T14:42:57.197037Z | false |
open-mmlab/mmdetection | https://github.com/open-mmlab/mmdetection/blob/cfd5d3a985b0249de009b67d04f37263e11cdf3d/tools/dataset_converters/lvis2ovd.py | tools/dataset_converters/lvis2ovd.py | import argparse
import json
import os.path
import jsonlines
def lvis2ovd(args):
ann_path = os.path.join(args.data_root, 'annotations/')
lvis = json.load(open(ann_path + 'lvis_v1_val.json'))
base_class_ids = [
cat['id'] - 1 for cat in lvis['categories'] if cat['frequency'] != 'r'
]
with ... | python | Apache-2.0 | cfd5d3a985b0249de009b67d04f37263e11cdf3d | 2026-01-04T14:42:57.197037Z | false |
open-mmlab/mmdetection | https://github.com/open-mmlab/mmdetection/blob/cfd5d3a985b0249de009b67d04f37263e11cdf3d/tools/dataset_converters/goldg2odvg.py | tools/dataset_converters/goldg2odvg.py | import argparse
import jsonlines
from pycocotools.coco import COCO
from tqdm import tqdm
def _has_only_empty_bbox(anno):
return all(any(o <= 1 for o in obj['bbox'][2:]) for obj in anno)
def has_valid_annotation(anno):
# if it's empty, there is no annotation
if len(anno) == 0:
return False
#... | python | Apache-2.0 | cfd5d3a985b0249de009b67d04f37263e11cdf3d | 2026-01-04T14:42:57.197037Z | false |
open-mmlab/mmdetection | https://github.com/open-mmlab/mmdetection/blob/cfd5d3a985b0249de009b67d04f37263e11cdf3d/tools/dataset_converters/youtubevis2coco.py | tools/dataset_converters/youtubevis2coco.py | # Copyright (c) OpenMMLab. All rights reserved.
import argparse
import copy
import os
import os.path as osp
from collections import defaultdict
import mmengine
from tqdm import tqdm
def parse_args():
parser = argparse.ArgumentParser(
description='YouTube-VIS to COCO Video format')
parser.add_argument... | python | Apache-2.0 | cfd5d3a985b0249de009b67d04f37263e11cdf3d | 2026-01-04T14:42:57.197037Z | false |
open-mmlab/mmdetection | https://github.com/open-mmlab/mmdetection/blob/cfd5d3a985b0249de009b67d04f37263e11cdf3d/tools/dataset_converters/pascal_voc.py | tools/dataset_converters/pascal_voc.py | # Copyright (c) OpenMMLab. All rights reserved.
import argparse
import os.path as osp
import xml.etree.ElementTree as ET
import numpy as np
from mmengine.fileio import dump, list_from_file
from mmengine.utils import mkdir_or_exist, track_progress
from mmdet.evaluation import voc_classes
label_ids = {name: i for i, n... | python | Apache-2.0 | cfd5d3a985b0249de009b67d04f37263e11cdf3d | 2026-01-04T14:42:57.197037Z | false |
open-mmlab/mmdetection | https://github.com/open-mmlab/mmdetection/blob/cfd5d3a985b0249de009b67d04f37263e11cdf3d/tools/dataset_converters/lvis2odvg.py | tools/dataset_converters/lvis2odvg.py | import argparse
import json
import os.path
import jsonlines
from lvis import LVIS
from tqdm import tqdm
key_list_lvis = [i for i in range(1203)]
val_list_lvis = [i for i in range(1, 1204)]
def dump_lvis_label_map(args):
with open(args.input, 'r') as f:
j = json.load(f)
o_dict = {}
for category i... | python | Apache-2.0 | cfd5d3a985b0249de009b67d04f37263e11cdf3d | 2026-01-04T14:42:57.197037Z | false |
open-mmlab/mmdetection | https://github.com/open-mmlab/mmdetection/blob/cfd5d3a985b0249de009b67d04f37263e11cdf3d/tools/dataset_converters/grit_processing.py | tools/dataset_converters/grit_processing.py | import argparse
import json
import logging
import os
import tarfile
from functools import partial
from multiprocessing import Pool
def create_logger(output_file):
logger = logging.getLogger('grit_logger')
logger.setLevel(logging.INFO) # set logger output level
formatter = logging.Formatter('%(asctime)s -... | python | Apache-2.0 | cfd5d3a985b0249de009b67d04f37263e11cdf3d | 2026-01-04T14:42:57.197037Z | false |
open-mmlab/mmdetection | https://github.com/open-mmlab/mmdetection/blob/cfd5d3a985b0249de009b67d04f37263e11cdf3d/tools/dataset_converters/mot2reid.py | tools/dataset_converters/mot2reid.py | # Copyright (c) OpenMMLab. All rights reserved.
# This script converts MOT dataset into ReID dataset.
# Official website of the MOT dataset: https://motchallenge.net/
#
# Label format of MOT dataset:
# GTs:
# <frame_id> # starts from 1,
# <instance_id>, <x1>, <y1>, <w>, <h>,
# <conf> # conf is annot... | python | Apache-2.0 | cfd5d3a985b0249de009b67d04f37263e11cdf3d | 2026-01-04T14:42:57.197037Z | false |
open-mmlab/mmdetection | https://github.com/open-mmlab/mmdetection/blob/cfd5d3a985b0249de009b67d04f37263e11cdf3d/tools/dataset_converters/coco2ovd.py | tools/dataset_converters/coco2ovd.py | import argparse
import json
import os.path
base_classes = ('person', 'bicycle', 'car', 'motorcycle', 'train', 'truck',
'boat', 'bench', 'bird', 'horse', 'sheep', 'bear', 'zebra',
'giraffe', 'backpack', 'handbag', 'suitcase', 'frisbee',
'skis', 'kite', 'surfboard', 'bottl... | python | Apache-2.0 | cfd5d3a985b0249de009b67d04f37263e11cdf3d | 2026-01-04T14:42:57.197037Z | false |
open-mmlab/mmdetection | https://github.com/open-mmlab/mmdetection/blob/cfd5d3a985b0249de009b67d04f37263e11cdf3d/tools/dataset_converters/refcoco2odvg.py | tools/dataset_converters/refcoco2odvg.py | import argparse
import os.path as osp
import jsonlines
from pycocotools.coco import COCO
from tqdm import tqdm
def parse_args():
parser = argparse.ArgumentParser(description='refcoco to odvg')
parser.add_argument('mdetr_anno_dir', type=str)
parser.add_argument('--out-dir', '-o', type=str)
args = pars... | python | Apache-2.0 | cfd5d3a985b0249de009b67d04f37263e11cdf3d | 2026-01-04T14:42:57.197037Z | false |
open-mmlab/mmdetection | https://github.com/open-mmlab/mmdetection/blob/cfd5d3a985b0249de009b67d04f37263e11cdf3d/tools/dataset_converters/coco_stuff164k.py | tools/dataset_converters/coco_stuff164k.py | # Copyright (c) OpenMMLab. All rights reserved.
import argparse
import os.path as osp
from functools import partial
from glob import glob
import numpy as np
from mmengine.utils import (mkdir_or_exist, track_parallel_progress,
track_progress)
from PIL import Image
COCO_LEN = 123287
clsID_t... | python | Apache-2.0 | cfd5d3a985b0249de009b67d04f37263e11cdf3d | 2026-01-04T14:42:57.197037Z | false |
open-mmlab/mmdetection | https://github.com/open-mmlab/mmdetection/blob/cfd5d3a985b0249de009b67d04f37263e11cdf3d/tools/dataset_converters/coco2odvg.py | tools/dataset_converters/coco2odvg.py | import argparse
import json
import os.path
import jsonlines
from pycocotools.coco import COCO
from tqdm import tqdm
id_map = {
0: 1,
1: 2,
2: 3,
3: 4,
4: 5,
5: 6,
6: 7,
7: 8,
8: 9,
9: 10,
10: 11,
11: 13,
12: 14,
13: 15,
14: 16,
15: 17,
16: 18,
17... | python | Apache-2.0 | cfd5d3a985b0249de009b67d04f37263e11cdf3d | 2026-01-04T14:42:57.197037Z | false |
open-mmlab/mmdetection | https://github.com/open-mmlab/mmdetection/blob/cfd5d3a985b0249de009b67d04f37263e11cdf3d/tools/dataset_converters/extract_coco_from_mixed.py | tools/dataset_converters/extract_coco_from_mixed.py | import argparse
import os.path as osp
import mmengine
from pycocotools.coco import COCO
def extract_coco(args):
coco = COCO(args.mixed_ann)
json_data = mmengine.load(args.mixed_ann)
new_json_data = {
'info': json_data['info'],
'licenses': json_data['licenses'],
'categories': json... | python | Apache-2.0 | cfd5d3a985b0249de009b67d04f37263e11cdf3d | 2026-01-04T14:42:57.197037Z | false |
open-mmlab/mmdetection | https://github.com/open-mmlab/mmdetection/blob/cfd5d3a985b0249de009b67d04f37263e11cdf3d/tools/dataset_converters/fix_o365_names.py | tools/dataset_converters/fix_o365_names.py | # Reference: https://github.com/shenyunhang/APE/blob/main/datasets/tools/objects3652coco/fix_o365_names.py # noqa
import argparse
import copy
import json
if __name__ == '__main__':
parser = argparse.ArgumentParser()
parser.add_argument(
'--ann',
default='data/objects365v2/annotations/zhiyuan_ob... | python | Apache-2.0 | cfd5d3a985b0249de009b67d04f37263e11cdf3d | 2026-01-04T14:42:57.197037Z | false |
open-mmlab/mmdetection | https://github.com/open-mmlab/mmdetection/blob/cfd5d3a985b0249de009b67d04f37263e11cdf3d/tools/dataset_converters/images2coco.py | tools/dataset_converters/images2coco.py | # Copyright (c) OpenMMLab. All rights reserved.
import argparse
import os
from mmengine.fileio import dump, list_from_file
from mmengine.utils import mkdir_or_exist, scandir, track_iter_progress
from PIL import Image
def parse_args():
parser = argparse.ArgumentParser(
description='Convert images to coco ... | python | Apache-2.0 | cfd5d3a985b0249de009b67d04f37263e11cdf3d | 2026-01-04T14:42:57.197037Z | false |
open-mmlab/mmdetection | https://github.com/open-mmlab/mmdetection/blob/cfd5d3a985b0249de009b67d04f37263e11cdf3d/tools/dataset_converters/prepare_coco_semantic_annos_from_panoptic_annos.py | tools/dataset_converters/prepare_coco_semantic_annos_from_panoptic_annos.py | # Copyright (c) OpenMMLab. All rights reserved.
# Modified from https://github.com/facebookresearch/Mask2Former/blob/main/datasets/prepare_coco_semantic_annos_from_panoptic_annos.py # noqa
import argparse
import functools
import json
import multiprocessing as mp
import os
import time
import numpy as np
from panoptica... | python | Apache-2.0 | cfd5d3a985b0249de009b67d04f37263e11cdf3d | 2026-01-04T14:42:57.197037Z | false |
open-mmlab/mmdetection | https://github.com/open-mmlab/mmdetection/blob/cfd5d3a985b0249de009b67d04f37263e11cdf3d/tools/dataset_converters/cityscapes.py | tools/dataset_converters/cityscapes.py | # Copyright (c) OpenMMLab. All rights reserved.
import argparse
import glob
import os.path as osp
import cityscapesscripts.helpers.labels as CSLabels
import mmcv
import numpy as np
import pycocotools.mask as maskUtils
from mmengine.fileio import dump
from mmengine.utils import (Timer, mkdir_or_exist, track_parallel_pr... | python | Apache-2.0 | cfd5d3a985b0249de009b67d04f37263e11cdf3d | 2026-01-04T14:42:57.197037Z | false |
open-mmlab/mmdetection | https://github.com/open-mmlab/mmdetection/blob/cfd5d3a985b0249de009b67d04f37263e11cdf3d/tools/dataset_converters/remove_cocotrain2017_from_refcoco.py | tools/dataset_converters/remove_cocotrain2017_from_refcoco.py | import argparse
import json
import os.path as osp
import mmengine
from pycocotools.coco import COCO
def diff_image_id(coco2017_train_ids, ref_ids):
set1 = set(coco2017_train_ids)
set2 = set(ref_ids)
intersection = set1.intersection(set2)
result = set1 - intersection
return result
def gen_new_js... | python | Apache-2.0 | cfd5d3a985b0249de009b67d04f37263e11cdf3d | 2026-01-04T14:42:57.197037Z | false |
open-mmlab/mmdetection | https://github.com/open-mmlab/mmdetection/blob/cfd5d3a985b0249de009b67d04f37263e11cdf3d/tools/dataset_converters/grit2odvg.py | tools/dataset_converters/grit2odvg.py | import argparse
import json
import multiprocessing
import os
import os.path as osp
import emoji
import jsonlines
from transformers import AutoTokenizer
tokenizer = AutoTokenizer.from_pretrained('bert-base-uncased')
is_debug = False
def is_valid_caption(caption, rules={'↙️', '[CLS]', '[SEP]'}):
check_anno = capt... | python | Apache-2.0 | cfd5d3a985b0249de009b67d04f37263e11cdf3d | 2026-01-04T14:42:57.197037Z | false |
open-mmlab/mmdetection | https://github.com/open-mmlab/mmdetection/blob/cfd5d3a985b0249de009b67d04f37263e11cdf3d/tools/dataset_converters/mot2coco.py | tools/dataset_converters/mot2coco.py | # Copyright (c) OpenMMLab. All rights reserved.
# This script converts MOT labels into COCO style.
# Official website of the MOT dataset: https://motchallenge.net/
#
# Label format of MOT dataset:
# GTs:
# <frame_id> # starts from 1 but COCO style starts from 0,
# <instance_id>, <x1>, <y1>, <w>, <h>,
# ... | python | Apache-2.0 | cfd5d3a985b0249de009b67d04f37263e11cdf3d | 2026-01-04T14:42:57.197037Z | false |
open-mmlab/mmdetection | https://github.com/open-mmlab/mmdetection/blob/cfd5d3a985b0249de009b67d04f37263e11cdf3d/tools/dataset_converters/openimages2odvg.py | tools/dataset_converters/openimages2odvg.py | import argparse
import copy
import csv
import json
import os.path as osp
import jsonlines
from mmcv.image import imfrombytes
from mmengine.fileio import get
def _parse_label_file(label_file):
index_list = []
classes_names = []
with open(label_file, 'r') as f:
reader = csv.reader(f)
for li... | python | Apache-2.0 | cfd5d3a985b0249de009b67d04f37263e11cdf3d | 2026-01-04T14:42:57.197037Z | false |
open-mmlab/mmdetection | https://github.com/open-mmlab/mmdetection/blob/cfd5d3a985b0249de009b67d04f37263e11cdf3d/tools/model_converters/publish_model.py | tools/model_converters/publish_model.py | # Copyright (c) OpenMMLab. All rights reserved.
import argparse
import subprocess
import torch
from mmengine.logging import print_log
from mmengine.utils import digit_version
def parse_args():
parser = argparse.ArgumentParser(
description='Process a checkpoint to be published')
parser.add_argument('i... | python | Apache-2.0 | cfd5d3a985b0249de009b67d04f37263e11cdf3d | 2026-01-04T14:42:57.197037Z | false |
open-mmlab/mmdetection | https://github.com/open-mmlab/mmdetection/blob/cfd5d3a985b0249de009b67d04f37263e11cdf3d/tools/model_converters/glip_to_mmdet.py | tools/model_converters/glip_to_mmdet.py | # Copyright (c) OpenMMLab. All rights reserved.
import argparse
import subprocess
from collections import OrderedDict
import torch
from mmengine.runner import CheckpointLoader
convert_dict_fpn = {
'module.backbone.fpn.fpn_inner2': 'neck.lateral_convs.0.conv',
'module.backbone.fpn.fpn_inner3': 'neck.lateral_co... | python | Apache-2.0 | cfd5d3a985b0249de009b67d04f37263e11cdf3d | 2026-01-04T14:42:57.197037Z | false |
open-mmlab/mmdetection | https://github.com/open-mmlab/mmdetection/blob/cfd5d3a985b0249de009b67d04f37263e11cdf3d/tools/model_converters/selfsup2mmdet.py | tools/model_converters/selfsup2mmdet.py | # Copyright (c) OpenMMLab. All rights reserved.
import argparse
from collections import OrderedDict
import torch
def moco_convert(src, dst):
"""Convert keys in pycls pretrained moco models to mmdet style."""
# load caffe model
moco_model = torch.load(src)
blobs = moco_model['state_dict']
# conver... | python | Apache-2.0 | cfd5d3a985b0249de009b67d04f37263e11cdf3d | 2026-01-04T14:42:57.197037Z | false |
open-mmlab/mmdetection | https://github.com/open-mmlab/mmdetection/blob/cfd5d3a985b0249de009b67d04f37263e11cdf3d/tools/model_converters/regnet2mmdet.py | tools/model_converters/regnet2mmdet.py | # Copyright (c) OpenMMLab. All rights reserved.
import argparse
from collections import OrderedDict
import torch
def convert_stem(model_key, model_weight, state_dict, converted_names):
new_key = model_key.replace('stem.conv', 'conv1')
new_key = new_key.replace('stem.bn', 'bn1')
state_dict[new_key] = mode... | python | Apache-2.0 | cfd5d3a985b0249de009b67d04f37263e11cdf3d | 2026-01-04T14:42:57.197037Z | false |
open-mmlab/mmdetection | https://github.com/open-mmlab/mmdetection/blob/cfd5d3a985b0249de009b67d04f37263e11cdf3d/tools/model_converters/detectron2_to_mmdet.py | tools/model_converters/detectron2_to_mmdet.py | # Copyright (c) OpenMMLab. All rights reserved.
import argparse
from collections import OrderedDict
import torch
from mmengine.fileio import load
from mmengine.runner import save_checkpoint
def convert(src: str, dst: str, prefix: str = 'd2_model') -> None:
"""Convert Detectron2 checkpoint to MMDetection style.
... | python | Apache-2.0 | cfd5d3a985b0249de009b67d04f37263e11cdf3d | 2026-01-04T14:42:57.197037Z | false |
open-mmlab/mmdetection | https://github.com/open-mmlab/mmdetection/blob/cfd5d3a985b0249de009b67d04f37263e11cdf3d/tools/model_converters/detic_to_mmdet.py | tools/model_converters/detic_to_mmdet.py | # Copyright (c) OpenMMLab. All rights reserved.
import argparse
import subprocess
from collections import OrderedDict
import torch
from mmengine.runner import CheckpointLoader
convert_dict_fpn = {
'backbone.fpn_lateral3': 'neck.lateral_convs.0.conv',
'backbone.fpn_lateral4': 'neck.lateral_convs.1.conv',
'... | python | Apache-2.0 | cfd5d3a985b0249de009b67d04f37263e11cdf3d | 2026-01-04T14:42:57.197037Z | false |
open-mmlab/mmdetection | https://github.com/open-mmlab/mmdetection/blob/cfd5d3a985b0249de009b67d04f37263e11cdf3d/tools/model_converters/upgrade_ssd_version.py | tools/model_converters/upgrade_ssd_version.py | # Copyright (c) OpenMMLab. All rights reserved.
import argparse
import tempfile
from collections import OrderedDict
import torch
from mmengine import Config
from mmengine.utils import digit_version
def parse_config(config_strings):
temp_file = tempfile.NamedTemporaryFile()
config_path = f'{temp_file.name}.py... | python | Apache-2.0 | cfd5d3a985b0249de009b67d04f37263e11cdf3d | 2026-01-04T14:42:57.197037Z | false |
open-mmlab/mmdetection | https://github.com/open-mmlab/mmdetection/blob/cfd5d3a985b0249de009b67d04f37263e11cdf3d/tools/model_converters/groundingdino_to_mmdet.py | tools/model_converters/groundingdino_to_mmdet.py | # Copyright (c) OpenMMLab. All rights reserved.
import argparse
import subprocess
from collections import OrderedDict
import torch
from mmengine.runner import CheckpointLoader
def correct_unfold_reduction_order(x):
out_channel, in_channel = x.shape
x = x.reshape(out_channel, 4, in_channel // 4)
x = x[:, ... | python | Apache-2.0 | cfd5d3a985b0249de009b67d04f37263e11cdf3d | 2026-01-04T14:42:57.197037Z | false |
open-mmlab/mmdetection | https://github.com/open-mmlab/mmdetection/blob/cfd5d3a985b0249de009b67d04f37263e11cdf3d/tools/model_converters/detectron2pytorch.py | tools/model_converters/detectron2pytorch.py | # Copyright (c) OpenMMLab. All rights reserved.
import argparse
from collections import OrderedDict
import torch
from mmengine.fileio import load
arch_settings = {50: (3, 4, 6, 3), 101: (3, 4, 23, 3)}
def convert_bn(blobs, state_dict, caffe_name, torch_name, converted_names):
# detectron replace bn with affine ... | python | Apache-2.0 | cfd5d3a985b0249de009b67d04f37263e11cdf3d | 2026-01-04T14:42:57.197037Z | false |
open-mmlab/mmdetection | https://github.com/open-mmlab/mmdetection/blob/cfd5d3a985b0249de009b67d04f37263e11cdf3d/tools/model_converters/swinv1_to_mmdet.py | tools/model_converters/swinv1_to_mmdet.py | # Copyright (c) OpenMMLab. All rights reserved.
import argparse
import subprocess
from collections import OrderedDict
import torch
from mmengine.runner import CheckpointLoader
def swin_converter(ckpt):
new_ckpt = OrderedDict()
def correct_unfold_reduction_order(x):
out_channel, in_channel = x.shape... | python | Apache-2.0 | cfd5d3a985b0249de009b67d04f37263e11cdf3d | 2026-01-04T14:42:57.197037Z | false |
open-mmlab/mmdetection | https://github.com/open-mmlab/mmdetection/blob/cfd5d3a985b0249de009b67d04f37263e11cdf3d/tools/model_converters/upgrade_model_version.py | tools/model_converters/upgrade_model_version.py | # Copyright (c) OpenMMLab. All rights reserved.
import argparse
import re
import tempfile
from collections import OrderedDict
import torch
from mmengine import Config
def is_head(key):
valid_head_list = [
'bbox_head', 'mask_head', 'semantic_head', 'grid_head', 'mask_iou_head'
]
return any(key.st... | python | Apache-2.0 | cfd5d3a985b0249de009b67d04f37263e11cdf3d | 2026-01-04T14:42:57.197037Z | false |
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