examples/Model definition

{
  "edges": [
    {
      "id": "Input: embedding 1 Linear 1",
      "source": "Input: embedding 1",
      "sourceHandle": "x",
      "target": "Linear 1",
      "targetHandle": "x"
    },
    {
      "id": "Input: label 1 MSE loss 1",
      "source": "Input: label 1",
      "sourceHandle": "y",
      "target": "MSE loss 1",
      "targetHandle": "y"
    },
    {
      "id": "Linear 1 Activation 2",
      "source": "Linear 1",
      "sourceHandle": "x",
      "target": "Activation 2",
      "targetHandle": "x"
    },
    {
      "id": "Activation 2 MSE loss 1",
      "source": "Activation 2",
      "sourceHandle": "x",
      "target": "MSE loss 1",
      "targetHandle": "x"
    },
    {
      "id": "MSE loss 1 Optimizer 2",
      "source": "MSE loss 1",
      "sourceHandle": "loss",
      "target": "Optimizer 2",
      "targetHandle": "loss"
    }
  ],
  "env": "PyTorch model",
  "nodes": [
    {
      "data": {
        "display": null,
        "error": null,
        "meta": {
          "inputs": {},
          "name": "Input: embedding",
          "outputs": {
            "x": {
              "name": "x",
              "position": "top",
              "type": {
                "type": "tensor"
              }
            }
          },
          "params": {},
          "type": "basic"
        },
        "params": {},
        "status": "planned",
        "title": "Input: embedding"
      },
      "dragHandle": ".bg-primary",
      "height": 200.0,
      "id": "Input: embedding 1",
      "position": {
        "x": 91.0,
        "y": 266.0
      },
      "type": "basic",
      "width": 200.0
    },
    {
      "data": {
        "display": null,
        "error": null,
        "meta": {
          "inputs": {
            "x": {
              "name": "x",
              "position": "bottom",
              "type": {
                "type": "tensor"
              }
            }
          },
          "name": "Linear",
          "outputs": {
            "x": {
              "name": "x",
              "position": "top",
              "type": {
                "type": "tensor"
              }
            }
          },
          "params": {
            "output_dim": {
              "default": "same",
              "name": "output_dim",
              "type": {
                "type": "<class 'str'>"
              }
            }
          },
          "type": "basic"
        },
        "params": {
          "output_dim": "same"
        },
        "status": "planned",
        "title": "Linear"
      },
      "dragHandle": ".bg-primary",
      "height": 200.0,
      "id": "Linear 1",
      "position": {
        "x": 86.0,
        "y": 33.0
      },
      "type": "basic",
      "width": 200.0
    },
    {
      "data": {
        "display": null,
        "error": null,
        "meta": {
          "inputs": {
            "x": {
              "name": "x",
              "position": "bottom",
              "type": {
                "type": "tensor"
              }
            },
            "y": {
              "name": "y",
              "position": "bottom",
              "type": {
                "type": "tensor"
              }
            }
          },
          "name": "MSE loss",
          "outputs": {
            "loss": {
              "name": "loss",
              "position": "top",
              "type": {
                "type": "tensor"
              }
            }
          },
          "params": {},
          "type": "basic"
        },
        "params": {},
        "status": "planned",
        "title": "MSE loss"
      },
      "dragHandle": ".bg-primary",
      "height": 200.0,
      "id": "MSE loss 1",
      "position": {
        "x": 315.0,
        "y": -510.0
      },
      "type": "basic",
      "width": 200.0
    },
    {
      "data": {
        "display": null,
        "error": null,
        "meta": {
          "inputs": {},
          "name": "Input: label",
          "outputs": {
            "y": {
              "name": "y",
              "position": "top",
              "type": {
                "type": "tensor"
              }
            }
          },
          "params": {},
          "type": "basic"
        },
        "params": {},
        "status": "planned",
        "title": "Input: label"
      },
      "dragHandle": ".bg-primary",
      "height": 200.0,
      "id": "Input: label 1",
      "position": {
        "x": 615.0,
        "y": -165.0
      },
      "type": "basic",
      "width": 200.0
    },
    {
      "data": {
        "__execution_delay": 0.0,
        "collapsed": null,
        "display": null,
        "error": null,
        "meta": {
          "inputs": {
            "x": {
              "name": "x",
              "position": "bottom",
              "type": {
                "type": "tensor"
              }
            }
          },
          "name": "Activation",
          "outputs": {
            "x": {
              "name": "x",
              "position": "top",
              "type": {
                "type": "tensor"
              }
            }
          },
          "params": {
            "type": {
              "default": "ReLU",
              "name": "type",
              "type": {
                "enum": [
                  "ReLU",
                  "Leaky ReLU",
                  "Tanh",
                  "Mish"
                ]
              }
            }
          },
          "position": {
            "x": 419.0,
            "y": 396.0
          },
          "type": "basic"
        },
        "params": {
          "type": "Leaky ReLU"
        },
        "status": "planned",
        "title": "Activation"
      },
      "dragHandle": ".bg-primary",
      "height": 200.0,
      "id": "Activation 2",
      "position": {
        "x": 93.61643829835265,
        "y": -229.04087132886406
      },
      "type": "basic",
      "width": 200.0
    },
    {
      "data": {
        "__execution_delay": 0.0,
        "collapsed": null,
        "display": null,
        "error": null,
        "meta": {
          "inputs": {
            "loss": {
              "name": "loss",
              "position": "bottom",
              "type": {
                "type": "tensor"
              }
            }
          },
          "name": "Optimizer",
          "outputs": {},
          "params": {
            "lr": {
              "default": 0.001,
              "name": "lr",
              "type": {
                "type": "<class 'float'>"
              }
            },
            "type": {
              "default": "AdamW",
              "name": "type",
              "type": {
                "enum": [
                  "AdamW",
                  "Adafactor",
                  "Adagrad",
                  "SGD",
                  "Lion",
                  "Paged AdamW",
                  "Galore AdamW"
                ]
              }
            }
          },
          "position": {
            "x": 526.0,
            "y": 116.0
          },
          "type": "basic"
        },
        "params": {
          "lr": "0.1",
          "type": "SGD"
        },
        "status": "planned",
        "title": "Optimizer"
      },
      "dragHandle": ".bg-primary",
      "height": 200.0,
      "id": "Optimizer 2",
      "position": {
        "x": 305.6132943499785,
        "y": -804.0094318451224
      },
      "type": "basic",
      "width": 200.0
    }
  ]
}