Gaetan Lepage
9d87b11142
Diff: https://github.com/keras-team/keras/compare/refs/tags/v3.7.0...v3.8.0 Changelog: https://github.com/keras-team/keras/releases/tag/v3.8.0
145 lines
3.3 KiB
Nix
145 lines
3.3 KiB
Nix
{
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lib,
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stdenv,
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buildPythonPackage,
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fetchFromGitHub,
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# build-system
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setuptools,
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# dependencies
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absl-py,
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distutils,
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h5py,
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ml-dtypes,
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namex,
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numpy,
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onnxruntime,
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optree,
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packaging,
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pythonAtLeast,
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rich,
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scikit-learn,
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tensorflow,
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# tests
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dm-tree,
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jax,
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pandas,
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pydot,
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pytestCheckHook,
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tf-keras,
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torch,
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}:
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buildPythonPackage rec {
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pname = "keras";
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version = "3.8.0";
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pyproject = true;
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src = fetchFromGitHub {
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owner = "keras-team";
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repo = "keras";
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tag = "v${version}";
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hash = "sha256-sbAGiI1Ai0MPiQ8AMpa5qX6hYt/plsIqhn9xYLBb120=";
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};
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build-system = [
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setuptools
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];
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dependencies = [
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absl-py
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h5py
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ml-dtypes
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namex
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numpy
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onnxruntime
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optree
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packaging
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rich
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scikit-learn
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tensorflow
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] ++ lib.optionals (pythonAtLeast "3.12") [ distutils ];
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pythonImportsCheck = [
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"keras"
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"keras._tf_keras"
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];
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nativeCheckInputs = [
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dm-tree
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jax
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pandas
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pydot
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pytestCheckHook
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tf-keras
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torch
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];
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preCheck = ''
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export HOME=$(mktemp -d)
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'';
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disabledTests =
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[
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# Requires onnx which is currently broken
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"test_export_onnx"
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# Tries to install the package in the sandbox
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"test_keras_imports"
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# TypeError: this __dict__ descriptor does not support '_DictWrapper' objects
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"test_reloading_default_saved_model"
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# ValueError: The truth value of an empty array is ambiguous.
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# Use `array.size > 0` to check that an array is not empty.
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"test_min_max_norm"
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]
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++ lib.optionals stdenv.isDarwin [
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# TypeError: Cannot convert a MPS Tensor to float64 dtype as the MPS framework doesn't support float64. Please use float32 instead.
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"test_dynamic_backend_torch"
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# AttributeError: module 'numpy' has no attribute 'float128'. Did you mean: 'float16'?
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"test_spectrogram_error"
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];
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disabledTestPaths = [
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# Require onnx which is currently broken
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"keras/src/export/onnx_test.py"
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# Datasets are downloaded from the internet
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"integration_tests/dataset_tests"
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# TypeError: test_custom_fit.<locals>.CustomModel.train_step() missing 1 required positional argument: 'data'
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"integration_tests/jax_custom_fit_test.py"
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# RuntimeError: Virtual devices cannot be modified after being initialized
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"integration_tests/tf_distribute_training_test.py"
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# AttributeError: 'CustomModel' object has no attribute 'zero_grad'
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"integration_tests/torch_custom_fit_test.py"
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# Fails for an unclear reason:
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# self.assertLen(list(net.parameters()), 2
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# AssertionError: 0 != 2
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"integration_tests/torch_workflow_test.py"
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# Most tests require internet access
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"keras/src/applications/applications_test.py"
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# TypeError: this __dict__ descriptor does not support '_DictWrapper' objects
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"keras/src/backend/tensorflow/saved_model_test.py"
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# KeyError: 'Unable to synchronously open object (bad object header version number)'
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"keras/src/saving/file_editor_test.py"
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];
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meta = {
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description = "Multi-backend implementation of the Keras API, with support for TensorFlow, JAX, and PyTorch";
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homepage = "https://keras.io";
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changelog = "https://github.com/keras-team/keras/releases/tag/v${version}";
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license = lib.licenses.mit;
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maintainers = with lib.maintainers; [ GaetanLepage ];
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};
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}
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