SVRL

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verl-scalable-0510-temp_Qwen3-4B-Base_temp0.7_webinstruct-verified

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SVRL 6

• "torch._utils._rebuild_tensor_v2",
• "torch.serialization._get_layout",
• "collections.OrderedDict",
• "torch.device",
• "torch._tensor._rebuild_from_type_v2",
• "torch.FloatStorage",
• "torch.Size",
• "torch._utils._rebuild_wrapper_subclass",
• "torch.distributed.tensor.DTensor",
• "torch.float32",
• "torch.IntStorage",
• "torch.distributed.tensor.placement_types.Shard",
• "torch.distributed.tensor._dtensor_spec.DTensorSpec",
• "torch.distributed.device_mesh.DeviceMesh",
• "torch.distributed.tensor._dtensor_spec.TensorMeta"

How to fix it?

• "torch._utils._rebuild_tensor_v2",
• "torch._utils._rebuild_wrapper_subclass",
• "torch.device",
• "torch.float32",
• "torch.FloatStorage",
• "torch.distributed.tensor.placement_types.Shard",
• "collections.OrderedDict",
• "torch._tensor._rebuild_from_type_v2",
• "torch.distributed.device_mesh.DeviceMesh",
• "torch.distributed.tensor._dtensor_spec.DTensorSpec",
• "torch.serialization._get_layout",
• "torch.distributed.tensor._dtensor_spec.TensorMeta",
• "torch.Size",
• "torch.IntStorage",
• "torch.distributed.tensor.DTensor"

How to fix it?

• "torch.FloatStorage",
• "torch.IntStorage",
• "torch.distributed.tensor.DTensor",
• "torch.distributed.tensor._dtensor_spec.TensorMeta",
• "torch.serialization._get_layout",
• "torch.device",
• "collections.OrderedDict",
• "torch._utils._rebuild_tensor_v2",
• "torch.distributed.tensor.placement_types.Shard",
• "torch.distributed.tensor._dtensor_spec.DTensorSpec",
• "torch.distributed.device_mesh.DeviceMesh",
• "torch.float32",
• "torch._utils._rebuild_wrapper_subclass",
• "torch._tensor._rebuild_from_type_v2",
• "torch.Size"

How to fix it?

• "torch.serialization._get_layout",
• "torch.distributed.tensor._dtensor_spec.DTensorSpec",
• "torch.distributed.tensor.DTensor",
• "torch.device",
• "torch.FloatStorage",
• "torch.Size",
• "collections.OrderedDict",
• "torch.distributed.tensor._dtensor_spec.TensorMeta",
• "torch._utils._rebuild_tensor_v2",
• "torch.distributed.tensor.placement_types.Shard",
• "torch._utils._rebuild_wrapper_subclass",
• "torch.IntStorage",
• "torch.float32",
• "torch._tensor._rebuild_from_type_v2",
• "torch.distributed.device_mesh.DeviceMesh"

How to fix it?

• "collections.OrderedDict",
• "torch.Size",
• "torch.device",
• "torch._tensor._rebuild_from_type_v2",
• "torch.distributed.tensor.DTensor",
• "torch.FloatStorage",
• "torch.IntStorage",
• "torch.float32",
• "torch.distributed.device_mesh.DeviceMesh",
• "torch.distributed.tensor._dtensor_spec.DTensorSpec",
• "torch.distributed.tensor._dtensor_spec.TensorMeta",
• "torch.serialization._get_layout",
• "torch._utils._rebuild_wrapper_subclass",
• "torch._utils._rebuild_tensor_v2",
• "torch.distributed.tensor.placement_types.Shard"

How to fix it?

• "torch.serialization._get_layout",
• "torch.distributed.tensor._dtensor_spec.TensorMeta",
• "torch.IntStorage",
• "torch._utils._rebuild_tensor_v2",
• "collections.OrderedDict",
• "torch._tensor._rebuild_from_type_v2",
• "torch.float32",
• "torch.distributed.tensor.placement_types.Shard",
• "torch.Size",
• "torch.distributed.tensor._dtensor_spec.DTensorSpec",
• "torch._utils._rebuild_wrapper_subclass",
• "torch.distributed.device_mesh.DeviceMesh",
• "torch.distributed.tensor.DTensor",
• "torch.device",
• "torch.FloatStorage"

How to fix it?

• "torch.distributed.tensor.placement_types.Shard",
• "torch._tensor._rebuild_from_type_v2",
• "collections.OrderedDict",
• "torch._utils._rebuild_wrapper_subclass",
• "torch.device",
• "torch.distributed.device_mesh.DeviceMesh",
• "torch.distributed.tensor._dtensor_spec.DTensorSpec",
• "torch.serialization._get_layout",
• "torch.FloatStorage",
• "torch.IntStorage",
• "torch.float32",
• "torch.distributed.tensor._dtensor_spec.TensorMeta",
• "torch.Size",
• "torch._utils._rebuild_tensor_v2",
• "torch.distributed.tensor.DTensor"

How to fix it?

• "collections.OrderedDict",
• "torch.Size",
• "torch.device",
• "torch._tensor._rebuild_from_type_v2",
• "torch.distributed.tensor.DTensor",
• "torch.FloatStorage",
• "torch.IntStorage",
• "torch.float32",
• "torch.distributed.device_mesh.DeviceMesh",
• "torch.distributed.tensor._dtensor_spec.DTensorSpec",
• "torch.distributed.tensor._dtensor_spec.TensorMeta",
• "torch.serialization._get_layout",
• "torch._utils._rebuild_wrapper_subclass",
• "torch._utils._rebuild_tensor_v2",
• "torch.distributed.tensor.placement_types.Shard"

How to fix it?

• "torch._utils._rebuild_wrapper_subclass",
• "torch._utils._rebuild_tensor_v2",
• "torch.serialization._get_layout",
• "torch.float32",
• "torch.Size",
• "torch.distributed.tensor.DTensor",
• "torch.IntStorage",
• "torch.FloatStorage",
• "torch.device",
• "torch._tensor._rebuild_from_type_v2",
• "collections.OrderedDict",
• "torch.distributed.device_mesh.DeviceMesh",
• "torch.distributed.tensor._dtensor_spec.DTensorSpec",
• "torch.distributed.tensor.placement_types.Shard",
• "torch.distributed.tensor._dtensor_spec.TensorMeta"

How to fix it?

• "torch.serialization._get_layout",
• "torch.IntStorage",
• "torch._utils._rebuild_tensor_v2",
• "torch.distributed.tensor.DTensor",
• "collections.OrderedDict",
• "torch.distributed.tensor.placement_types.Shard",
• "torch.distributed.tensor._dtensor_spec.TensorMeta",
• "torch.Size",
• "torch.distributed.tensor._dtensor_spec.DTensorSpec",
• "torch.FloatStorage",
• "torch._utils._rebuild_wrapper_subclass",
• "torch.float32",
• "torch.distributed.device_mesh.DeviceMesh",
• "torch._tensor._rebuild_from_type_v2",
• "torch.device"

How to fix it?

• "torch.distributed.tensor.DTensor",
• "torch._utils._rebuild_wrapper_subclass",
• "torch.device",
• "torch.distributed.tensor.placement_types.Shard",
• "torch.serialization._get_layout",
• "torch.FloatStorage",
• "torch._tensor._rebuild_from_type_v2",
• "torch.Size",
• "torch.distributed.device_mesh.DeviceMesh",
• "torch.distributed.tensor._dtensor_spec.TensorMeta",
• "torch.distributed.tensor._dtensor_spec.DTensorSpec",
• "torch.IntStorage",
• "torch._utils._rebuild_tensor_v2",
• "torch.float32",
• "collections.OrderedDict"

How to fix it?

• "torch.distributed.tensor.placement_types.Shard",
• "torch._tensor._rebuild_from_type_v2",
• "collections.OrderedDict",
• "torch._utils._rebuild_wrapper_subclass",
• "torch.device",
• "torch.distributed.device_mesh.DeviceMesh",
• "torch.distributed.tensor._dtensor_spec.DTensorSpec",
• "torch.serialization._get_layout",
• "torch.FloatStorage",
• "torch.IntStorage",
• "torch.float32",
• "torch.distributed.tensor._dtensor_spec.TensorMeta",
• "torch.Size",
• "torch._utils._rebuild_tensor_v2",
• "torch.distributed.tensor.DTensor"

How to fix it?

• "torch.serialization._get_layout",
• "torch._tensor._rebuild_from_type_v2",
• "torch.FloatStorage",
• "torch.float32",
• "torch.distributed.tensor.DTensor",
• "torch.Size",
• "torch.distributed.device_mesh.DeviceMesh",
• "torch.distributed.tensor._dtensor_spec.DTensorSpec",
• "torch._utils._rebuild_wrapper_subclass",
• "torch.device",
• "collections.OrderedDict",
• "torch.distributed.tensor.placement_types.Shard",
• "torch._utils._rebuild_tensor_v2",
• "torch.IntStorage",
• "torch.distributed.tensor._dtensor_spec.TensorMeta"

How to fix it?