100 lines
2.4 KiB
Nix
100 lines
2.4 KiB
Nix
{
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lib,
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buildPythonPackage,
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cloudpickle,
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deepdish,
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deepmerge,
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dm-haiku,
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fetchFromGitHub,
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fetchpatch,
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jaxlib,
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poetry-core,
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pytestCheckHook,
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pythonOlder,
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pyyaml,
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sh,
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tables,
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tabulate,
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tensorboardx,
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tensorflow,
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toolz,
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torch,
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treex,
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typing-extensions,
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}:
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buildPythonPackage rec {
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pname = "elegy";
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version = "0.8.6";
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format = "pyproject";
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disabled = pythonOlder "3.7";
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src = fetchFromGitHub {
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owner = "poets-ai";
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repo = pname;
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rev = "refs/tags/${version}";
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hash = "sha256-FZmLriYhsX+zyQKCtCjbOy6MH+AvjzHRNUyaDSXGlLI=";
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};
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patches = [
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(fetchpatch {
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name = "use-poetry-core.patch";
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url = "https://github.com/poets-ai/elegy/commit/0ed472882f470ed9eb7a63b8a537ffabe7e19aa7.patch";
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hash = "sha256-nO/imHo7tEsiZh+64CF/M4eXQ1so3IunVhv8CvYP1ks=";
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})
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];
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# The cloudpickle constraint is too strict. wandb is marked as an optional
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# dependency but `buildPythonPackage` doesn't seem to respect that setting.
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# Python constraint: https://github.com/poets-ai/elegy/issues/244
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postPatch = ''
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substituteInPlace pyproject.toml \
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--replace 'python = ">=3.7,<3.10"' 'python = ">=3.7"' \
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--replace 'cloudpickle = "^1.5.0"' 'cloudpickle = "*"' \
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--replace 'wandb = { version = "^0.12.10", optional = true }' ""
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'';
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nativeBuildInputs = [ poetry-core ];
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buildInputs = [ jaxlib ];
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propagatedBuildInputs = [
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cloudpickle
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deepdish
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deepmerge
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dm-haiku
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pyyaml
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tables
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tabulate
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tensorboardx
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toolz
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treex
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typing-extensions
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];
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pythonImportsCheck = [ "elegy" ];
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nativeCheckInputs = [
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pytestCheckHook
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sh
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tensorflow
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torch
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];
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disabledTests = [
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# Fails with `Could not find compiler for platform Host: NOT_FOUND: could not find registered compiler for platform Host -- check target linkage`.
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# Runs fine in docker with Ubuntu 22.04. I suspect the issue is the sandboxing in `nixpkgs` but not sure.
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"test_saved_model_poly"
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# AttributeError: module 'jax' has no attribute 'tree_multimap'
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"DataLoaderTestCase"
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];
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meta = with lib; {
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description = "Neural Networks framework based on Jax inspired by Keras and Haiku";
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homepage = "https://github.com/poets-ai/elegy";
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changelog = "https://github.com/poets-ai/elegy/releases/tag/${version}";
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license = licenses.asl20;
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maintainers = with maintainers; [ ndl ];
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};
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}
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