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78 lines
1.5 KiB
78 lines
1.5 KiB
{ lib
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, buildPythonPackage
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, fetchFromGitHub
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, cloudpickle
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, scikit-learn
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, scikitimage
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, packaging
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, psutil
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, py-deprecate
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, pytorch
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, pytestCheckHook
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, torchmetrics
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, pytorch-lightning
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}:
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let
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pname = "torchmetrics";
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version = "0.8.2";
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in
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buildPythonPackage {
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inherit pname version;
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src = fetchFromGitHub {
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owner = "PyTorchLightning";
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repo = "metrics";
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rev = "refs/tags/v${version}";
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hash = "sha256-1TO2YgZzjVmrE5jhMwo0Y+bQUQ5jJj34k+kGpdqqPVQ=";
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};
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propagatedBuildInputs = [
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packaging
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py-deprecate
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];
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# Let the user bring their own instance
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buildInputs = [
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pytorch
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];
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checkInputs = [
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pytorch-lightning
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scikit-learn
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scikitimage
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cloudpickle
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psutil
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pytestCheckHook
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];
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# A cyclic dependency in: integrations/test_lightning.py
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doCheck = false;
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passthru.tests.check = torchmetrics.overridePythonAttrs (_: {
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doCheck = true;
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});
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disabledTestPaths = [
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# These require too many "leftpad-level" dependencies
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"tests/text"
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"tests/audio"
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"tests/image"
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# A few non-deterministic things like test_check_compute_groups_is_faster
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"tests/bases/test_collections.py"
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];
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pythonImportsCheck = [
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"torchmetrics"
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];
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meta = with lib; {
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description = "Machine learning metrics for distributed, scalable PyTorch applications (used in pytorch-lightning)";
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homepage = "https://torchmetrics.readthedocs.io";
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license = licenses.asl20;
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maintainers = with maintainers; [
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SomeoneSerge
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];
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};
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}
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