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ecmwf
/
aifs-single
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ECMWF
18
Graph Machine Learning
AnemoI
English
arxiv:
2406.01465
License:
cc-by-4.0
Model card
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aifs-single
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aifs_single_v0.2.1.ckpt
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pickle
Detected Pickle imports (55)
"anemoi.models.layers.conv.GraphTransformerConv"
,
"torch.nn.modules.container.Sequential"
,
"anemoi.models.layers.processor.TransformerProcessor"
,
"_operator.getitem"
,
"__builtin__.getattr"
,
"numpy.dtype"
,
"torch_geometric.data.graph_store.EdgeAttr"
,
"torch_geometric.data.storage.BaseStorage"
,
"_codecs.encode"
,
"pathlib.PosixPath"
,
"anemoi.models.layers.chunk.TransformerProcessorChunk"
,
"anemoi.models.models.encoder_processor_decoder.AnemoiModelEncProcDec"
,
"anemoi.models.preprocessing.normalizer.InputNormalizer"
,
"anemoi.models.layers.attention.MultiHeadSelfAttention"
,
"torch.IntStorage"
,
"anemoi.models.data_indices.collection.IndexCollection"
,
"__builtin__.set"
,
"anemoi.models.data_indices.tensor.OutputTensorIndex"
,
"__builtin__.long"
,
"anemoi.models.layers.block.GraphTransformerMapperBlock"
,
"inspect._ParameterKind"
,
"torch.nn.modules.linear.Linear"
,
"torch.LongStorage"
,
"torch.DoubleStorage"
,
"anemoi.models.preprocessing.Processors"
,
"torch_geometric.data.hetero_data.HeteroData"
,
"torch_geometric.nn.aggr.basic.SumAggregation"
,
"inspect._empty"
,
"torch._utils._rebuild_tensor_v2"
,
"__builtin__.type"
,
"flash_attn.flash_attn_interface.flash_attn_func"
,
"numpy.ndarray"
,
"anemoi.models.layers.mapper.GraphTransformerBackwardMapper"
,
"anemoi.models.data_indices.index.DataIndex"
,
"typing.Union"
,
"anemoi.models.interface.AnemoiModelInterface"
,
"anemoi.models.layers.mapper.GraphTransformerForwardMapper"
,
"torch.nn.modules.normalization.LayerNorm"
,
"torch_geometric.data.storage.EdgeStorage"
,
"torch_geometric.data.storage.NodeStorage"
,
"collections.OrderedDict"
,
"torch.FloatStorage"
,
"torch._utils._rebuild_parameter"
,
"torch.Tensor"
,
"anemoi.models.layers.block.TransformerProcessorBlock"
,
"torch.nn.modules.container.ModuleDict"
,
"anemoi.models.data_indices.index.ModelIndex"
,
"torch_geometric.data.feature_store.TensorAttr"
,
"anemoi.models.layers.graph.TrainableTensor"
,
"torch_geometric.nn.conv.utils.inspector.Inspector"
,
"torch.nn.modules.activation.GELU"
,
"torch.nn.modules.container.ModuleList"
,
"anemoi.models.data_indices.tensor.InputTensorIndex"
,
"inspect.Parameter"
,
"numpy.core.multiarray._reconstruct"
How to fix it?
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decoder_graph.jpeg
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Rename A703B948-0A0D-47AA-A2DE-54DFEE36C261_1_201_a.jpeg to decoder_graph.jpeg
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encoder_graph.jpeg
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Rename 1908D814-AD60-44E3-BC9F-B4585068DC1C_1_201_a.jpeg to encoder_graph.jpeg
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example_20241107_12_n320.grib
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test.txt
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