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ecmwf
/
aifs-single-1.0
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ECMWF
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Graph Machine Learning
AnemoI
English
doi:10.57967/hf/4629
arxiv:
2406.01465
License:
cc-by-4.0
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aifs-single-1.0
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aifs-single-mse-1.0.ckpt
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pickle
Detected Pickle imports (66)
"anemoi.models.data_indices.collection.IndexCollection"
,
"inspect._ParameterKind"
,
"anemoi.models.layers.chunk.TransformerProcessorChunk"
,
"anemoi.models.data_indices.tensor.OutputTensorIndex"
,
"typing.Any"
,
"__builtin__.long"
,
"torch.nn.modules.linear.Linear"
,
"collections.defaultdict"
,
"torch_geometric.data.hetero_data.HeteroData"
,
"torch_geometric.nn.aggr.basic.SumAggregation"
,
"__builtin__.list"
,
"torch.nn.modules.container.ModuleDict"
,
"inspect.Parameter"
,
"torch._utils._rebuild_tensor_v2"
,
"torch_geometric.data.storage.BaseStorage"
,
"anemoi.models.interface.AnemoiModelInterface"
,
"collections.OrderedDict"
,
"typing.Union"
,
"omegaconf.base.ContainerMetadata"
,
"torch.FloatStorage"
,
"anemoi.models.layers.bounding.HardtanhBounding"
,
"__builtin__.type"
,
"anemoi.models.data_indices.index.DataIndex"
,
"anemoi.models.data_indices.index.ModelIndex"
,
"_operator.getitem"
,
"omegaconf.nodes.AnyNode"
,
"torch.nn.modules.container.Sequential"
,
"flash_attn.flash_attn_interface.flash_attn_func"
,
"anemoi.models.models.encoder_processor_decoder.AnemoiModelEncProcDec"
,
"anemoi.models.layers.block.GraphTransformerMapperBlock"
,
"torch_geometric.nn.conv.utils.inspector.Inspector"
,
"anemoi.models.layers.attention.MultiHeadSelfAttention"
,
"torch.nn.modules.normalization.LayerNorm"
,
"torch.IntStorage"
,
"anemoi.models.preprocessing.normalizer.InputNormalizer"
,
"anemoi.models.layers.bounding.ReluBounding"
,
"omegaconf.dictconfig.DictConfig"
,
"anemoi.models.preprocessing.Processors"
,
"omegaconf.listconfig.ListConfig"
,
"torch.LongStorage"
,
"__builtin__.set"
,
"_codecs.encode"
,
"anemoi.models.layers.conv.GraphTransformerConv"
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"numpy.core.multiarray._reconstruct"
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"anemoi.models.data_indices.tensor.InputTensorIndex"
,
"anemoi.models.layers.graph.TrainableTensor"
,
"anemoi.models.layers.processor.TransformerProcessor"
,
"omegaconf.base.Metadata"
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"torch_geometric.data.storage.NodeStorage"
,
"torch_geometric.data.storage.EdgeStorage"
,
"numpy.dtype"
,
"torch_geometric.data.feature_store.TensorAttr"
,
"torch.nn.modules.container.ModuleList"
,
"pathlib.PosixPath"
,
"torch.Tensor"
,
"torch.nn.modules.activation.GELU"
,
"anemoi.models.layers.mapper.GraphTransformerBackwardMapper"
,
"torch._utils._rebuild_parameter"
,
"torch_geometric.data.graph_store.EdgeAttr"
,
"numpy.ndarray"
,
"anemoi.models.layers.bounding.FractionBounding"
,
"__builtin__.dict"
,
"__builtin__.getattr"
,
"anemoi.models.layers.mapper.GraphTransformerForwardMapper"
,
"inspect._empty"
,
"anemoi.models.layers.block.TransformerProcessorBlock"
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