ai4co

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AI4CO 11

• "rrnco.envs.atsp.generator.ATSPGenerator",
• "rrnco.models.nn.attn_freenet.FeedForward",
• "omegaconf.listconfig.ListConfig",
• "collections.OrderedDict",
• "torchrl.data.tensor_specs.BoundedContinuous",
• "torch.bool",
• "rrnco.models.nn.attn_freenet.AFTFull",
• "omegaconf.nodes.AnyNode",
• "torch.nn.modules.container.ModuleList",
• "rrnco.models.env_embeddings.atsp.ATSPInitEmbedding",
• "torch._C._nn.scaled_dot_product_attention",
• "collections.defaultdict",
• "rrnco.envs.atsp.sampler.Real_World_Sampler",
• "torch.LongStorage",
• "__builtin__.dict",
• "torch.nn.modules.activation.ReLU",
• "rrnco.models.decoder.RRNetDecoder",
• "torch._utils._rebuild_parameter",
• "omegaconf.base.ContainerMetadata",
• "__builtin__.list",
• "rrnco.models.env_embeddings.atsp.ContextualGating",
• "omegaconf.dictconfig.DictConfig",
• "typing.Any",
• "rrnco.models.nn.attn_freenet.DistAngleFusion",
• "torch.device",
• "rrnco.models.nn.attn_freenet.TransformerFFN",
• "torch._utils._rebuild_tensor_v2",
• "torch.nn.modules.dropout.Dropout",
• "rrnco.envs.atsp.env.ATSPEnv",
• "rrnco.models.nn.attn_freenet.Normalization",
• "torchrl.data.tensor_specs.Composite",
• "torchrl.data.tensor_specs.ContinuousBox",
• "torch.nn.modules.container.Sequential",
• "torchrl.data.tensor_specs.UnboundedContinuous",
• "torch.nn.modules.activation.Sigmoid",
• "torchrl.data.tensor_specs.BoundedDiscrete",
• "rl4co.models.nn.env_embeddings.dynamic.StaticEmbedding",
• "torch.int64",
• "rrnco.models.decoder.RRNet_PointerAttention",
• "torch.Size",
• "torchrl.data.tensor_specs.UnboundedDiscrete",
• "rl4co.models.nn.mlp.MLP",
• "torch.nn.modules.linear.Identity",
• "torch.nn.modules.instancenorm.InstanceNorm1d",
• "rl4co.models.nn.env_embeddings.context.TSPContext",
• "rrnco.models.policy.RRNetPolicy",
• "rl4co.data.dataset.TensorDictDataset",
• "rrnco.models.encoder.RRNetEncoder",
• "rrnco.models.nn.attn_freenet.AttnFree_Block",
• "torch.nn.modules.container.ModuleDict",
• "omegaconf.base.Metadata",
• "rrnco.models.nn.attn_freenet.Attn_Free_Layer",
• "torch.nn.modules.linear.Linear",
• "torch.BoolStorage",
• "collections.Counter",
• "torch.float32",
• "__builtin__.set",
• "torch.FloatStorage",
• "rrnco.models.nn.attn_freenet.AttnFreeNet",
• "torch.ByteStorage",
• "__builtin__.long"

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