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mlm-stac / object-detection /marine-satlas-sentinel2 /scripting

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example MLM v1.2.0 model metadata and artifacts

f4fec64 5 months ago

model.pt
Detected Pickle imports (114)
- "__torch__.torch.nn.modules.linear.___torch_mangle_32.Linear",
- "__torch__.torch.nn.modules.container.___torch_mangle_59.ModuleList",
- "__torch__.torchvision.models.swin_transformer.SwinTransformer",
- "__torch__.torchvision.ops.misc.___torch_mangle_55.Conv2dNormActivation",
- "__torch__.torch.nn.modules.linear.___torch_mangle_23.Linear",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7.Linear",
- "__torch__.torch.nn.modules.normalization.___torch_mangle_33.LayerNorm",
- "__torch__.torchvision.ops.misc.___torch_mangle_60.Conv2dNormActivation",
- "__torch__.torchvision.ops.misc.Permute",
- "__torch__.torch.nn.modules.linear.___torch_mangle_66.Linear",
- "__torch__.torchvision.models.detection.faster_rcnn.TwoMLPHead",
- "__torch__.torchvision.models.detection._utils.BoxCoder",
- "__torch__.torchvision.models.swin_transformer.___torch_mangle_21.PatchMergingV2",
- "__torch__.torch.nn.modules.linear.___torch_mangle_35.Linear",
- "__torch__.satlas.model.model.Model",
- "__torch__.torchvision.models.detection.rpn.RegionProposalNetwork",
- "__torch__.torch.nn.modules.linear.___torch_mangle_27.Linear",
- "__torch__.satlas.model.model.NoopTransform",
- "__torch__.torchvision.ops.misc.___torch_mangle_16.MLP",
- "torch.LongStorage",
- "__torch__.torch.nn.modules.container.___torch_mangle_6.Sequential",
- "__torch__.torch.nn.modules.conv.___torch_mangle_50.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_15.Linear",
- "__torch__.torch.nn.modules.pooling.AdaptiveAvgPool2d",
- "__torch__.torch.nn.modules.activation.ReLU",
- "__torch__.torchvision.models.detection.transform.GeneralizedRCNNTransform",
- "__torch__.satlas.model.model.Upsample",
- "__torch__.torch.nn.modules.linear.___torch_mangle_40.Linear",
- "__torch__.torch.nn.modules.dropout.Dropout",
- "__torch__.torch.nn.modules.linear.___torch_mangle_10.Linear",
- "__torch__.torch.nn.modules.container.___torch_mangle_61.Sequential",
- "__torch__.torch.nn.modules.container.___torch_mangle_12.Sequential",
- "__torch__.torch.nn.modules.container.___torch_mangle_56.ModuleList",
- "torch.jit._pickle.build_tensorlist",
- "__torch__.torch.nn.modules.container.___torch_mangle_57.Sequential",
- "__torch__.torchvision.ops.feature_pyramid_network.FeaturePyramidNetwork",
- "__torch__.torchvision.ops.misc.___torch_mangle_49.Conv2dNormActivation",
- "__torch__.torch.nn.modules.linear.___torch_mangle_9.Linear",
- "__torch__.torch.nn.modules.normalization.LayerNorm",
- "__torch__.torchvision.ops.misc.___torch_mangle_53.Conv2dNormActivation",
- "__torch__.torchvision.models.detection.rpn.RPNHead",
- "__torch__.torchvision.ops.misc.___torch_mangle_51.Conv2dNormActivation",
- "__torch__.torch.nn.modules.linear.___torch_mangle_36.Linear",
- "__torch__.torch.nn.modules.linear.___torch_mangle_28.Linear",
- "__torch__.torch.nn.modules.container.___torch_mangle_25.Sequential",
- "__torch__.torchvision.models.detection._utils.Matcher",
- "__torch__.torchvision.models.swin_transformer.___torch_mangle_13.ShiftedWindowAttentionV2",
- "torch.jit._pickle.restore_type_tag",
- "__torch__.torchvision.ops.misc.Conv2dNormActivation",
- "__torch__.torchvision.ops.misc.MLP",
- "__torch__.torch.nn.modules.container.___torch_mangle_58.Sequential",
- "__torch__.torchvision.models.swin_transformer.___torch_mangle_43.SwinTransformerBlockV2",
- "__torch__.satlas.model.model.AggregationBackbone",
- "__torch__.torch.nn.modules.conv.___torch_mangle_47.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_41.Linear",
- "__torch__.torch.nn.modules.container.___torch_mangle_18.Sequential",
- "__torch__.torch.nn.modules.conv.ConvTranspose2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_0.Linear",
- "__torch__.torch.nn.modules.linear.___torch_mangle_46.Linear",
- "__torch__.torch.nn.modules.linear.___torch_mangle_1.Linear",
- "__torch__.torchvision.models.detection.anchor_utils.AnchorGenerator",
- "__torch__.torchvision.models.swin_transformer.PatchMergingV2",
- "__torch__.torch.nn.modules.activation.GELU",
- "__torch__.torch.nn.modules.container.___torch_mangle_3.Sequential",
- "__torch__.torchvision.models.detection._utils.BalancedPositiveNegativeSampler",
- "__torch__.satlas.model.model.FrcnnHead",
- "__torch__.satlas.model.model.Fpn",
- "__torch__.torch.nn.modules.linear.___torch_mangle_19.Linear",
- "__torch__.torch.nn.modules.container.___torch_mangle_67.ModuleList",
- "__torch__.torch.nn.modules.linear.___torch_mangle_11.Linear",
- "__torch__.torchvision.models.swin_transformer.ShiftedWindowAttentionV2",
- "__torch__.torch.nn.modules.container.Sequential",
- "__torch__.torchvision.ops.stochastic_depth.StochasticDepth",
- "__torch__.torch.nn.modules.conv.___torch_mangle_54.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_64.Linear",
- "__torch__.satlas.model.model.SwinBackbone",
- "__torch__.torch.nn.modules.normalization.___torch_mangle_20.LayerNorm",
- "__torch__.satlas.model.model.IntermediatesModule",
- "__torch__.torch.nn.modules.linear.___torch_mangle_65.Linear",
- "__torch__.torchvision.models.swin_transformer.___torch_mangle_34.PatchMergingV2",
- "__torch__.torch.nn.modules.linear.___torch_mangle_14.Linear",
- "__torch__.torchvision.models.swin_transformer.___torch_mangle_17.SwinTransformerBlockV2",
- "__torch__.torchvision.models.detection.faster_rcnn.FastRCNNPredictor",
- "__torch__.torch.nn.modules.linear.___torch_mangle_2.Linear",
- "collections.OrderedDict",
- "torch.jit._pickle.build_intlist",
- "__torch__.torch.nn.modules.linear.___torch_mangle_24.Linear",
- "__torch__.torch.nn.modules.normalization.___torch_mangle_8.LayerNorm",
- "torch.FloatStorage",
- "torch._utils._rebuild_tensor_v2",
- "__torch__.torch.nn.modules.linear.___torch_mangle_22.Linear",
- "__torch__.torchvision.ops.poolers.MultiScaleRoIAlign",
- "__torch__.torch.nn.modules.linear.___torch_mangle_5.Linear",
- "__torch__.torch.nn.modules.conv.___torch_mangle_48.Conv2d",
- "__torch__.torch.nn.modules.linear.Linear",
- "__torch__.torch.nn.modules.container.___torch_mangle_44.Sequential",
- "__torch__.torchvision.models.swin_transformer.SwinTransformerBlockV2",
- "__torch__.torch.nn.modules.conv.Conv2d",
- "__torch__.torch.nn.modules.container.___torch_mangle_31.Sequential",
- "__torch__.torch.nn.modules.conv.___torch_mangle_52.Conv2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_63.Conv2d",
- "__torch__.torch.nn.modules.container.___torch_mangle_45.Sequential",
- "__torch__.torch.nn.modules.container.___torch_mangle_38.Sequential",
- "__torch__.torchvision.models.swin_transformer.___torch_mangle_26.ShiftedWindowAttentionV2",
- "__torch__.torchvision.models.swin_transformer.___torch_mangle_30.SwinTransformerBlockV2",
- "__torch__.torch.nn.modules.flatten.Flatten",
- "__torch__.torchvision.models.detection.roi_heads.RoIHeads",
- "__torch__.torchvision.ops.misc.___torch_mangle_29.MLP",
- "__torch__.torch.nn.modules.conv.___torch_mangle_62.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_37.Linear",
- "__torch__.torch.nn.modules.container.ModuleList",
- "__torch__.torch.nn.modules.linear.___torch_mangle_4.Linear",
- "__torch__.torchvision.models.swin_transformer.___torch_mangle_39.ShiftedWindowAttentionV2",
- "__torch__.torchvision.ops.misc.___torch_mangle_42.MLP"
How to fix it?
390 MB
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example MLM v1.2.0 model metadata and artifacts 5 months ago