notebooks/dl-from-scratch.ipynb

{
  "metadata" : {
    "config" : {
      "dependencies" : {
        "scala" : [
          "be.botkop:numsca_2.12:0.1.5"
        ]
      },
      "exclusions" : [
      ],
      "repositories" : [
      ],
      "sparkConfig" : {
        
      },
      "env" : {
        "OMP_NUM_THREADS" : "1"
      }
    },
    "language_info" : {
      "name" : "scala"
    }
  },
  "nbformat" : 4,
  "nbformat_minor" : 0,
  "cells" : [
    {
      "cell_type" : "markdown",
      "execution_count" : 0,
      "metadata" : {
        "language" : "text"
      },
      "language" : "text",
      "source" : [
        "# Neural networks from scratch in Scala!\n",
        "\n",
        "\n"
      ],
      "outputs" : [
      ]
    },
    {
      "cell_type" : "markdown",
      "execution_count" : 1,
      "metadata" : {
        "language" : "text"
      },
      "language" : "text",
      "source" : [
        "![null](https://lh4.googleusercontent.com/cu4A1znRGfRIUn0Bt_SREExhhQYhC2KKO5czYlqJaiN-SL3lrHgfmnHMBN7_9wnWVfSdY_uEvq5HvY3LT-n4X7st9PAB96qUMkPx-0XLhZzW5O0tOerQrqaqu0gPKkdgEIW8LIsqTew)<br>\n",
        "\n",
        "\n"
      ],
      "outputs" : [
      ]
    },
    {
      "cell_type" : "markdown",
      "execution_count" : 2,
      "metadata" : {
        "language" : "text"
      },
      "language" : "text",
      "source" : [
        "This PolyNotebook explains how to implement a simple neural network in Scala.\n",
        "\n",
        "\n",
        "PolyNote is the polyglot notebook from Netflix. Check it out at [https://polynote.org/](https://polynote.org/).\n",
        "\n",
        "\n",
        "First some jargon.\n",
        "\n",
        "\n",
        "In its simplest form, a neural net is a sequence of linear transformations (read matrix multiplications) glued together by **activation** functions. The task of the activation function is to introduce a non-linearity (such as setting the negative values to 0) between these transformations. The reason this works can be traced back to the Universal Approximation Theorem. The matrices are called **weights,** or **parameters.** The linear transformation together with the activation function is called a **layer**. Layers can be stacked together to form **modules**. The complete set of modules that compose the neural net is often called a **model**.\n",
        "\n",
        "\n",
        "The neural net we'll be discussing is part of the supervised domain of machine learning. In supervised learning there is a learning, or **training** phase, and an **inference** phase.\n",
        "\n",
        "\n",
        "In the training phase, a **dataloader** pushes **labeled** input in the form of a matrix (input) and a vector (expected outcome) to the model, where the multiplications and activations ensue.  The dataloader is responsible for transforming the semantic units of both input (a picture of a cat) and output (the label 'cat') into resp. a matrix and a vector of numbers. Data is usually loaded in multiples (eg. 64 images, together with their labels). These multiples are called **minibatches**.\n",
        "\n",
        "\n",
        "A **loss function** compares the prediction of the network on each sample with the ground truth, ie. the label. It notifies the network of the errors it made, in the form of **gradients,** by a process called **backpropagation**. Subsequently an **optimizer** uses the gradients to nudge the weights into the direction of the correct outcome, by subtracting a fraction of the gradients from the weights. This fraction is called the **learning rate**.\n",
        "\n",
        "\n",
        "This is repeated on every minibatch of the training data set. A complete processing on the training set in this way is called an **epoch**. The model is trained as many epochs as needed, ie. until the loss is sufficiently low, and the accuracy (or another metric) is satisfactory. The **validation set** is a special part of the training set, that was set aside beforehand. It is not used as input for the training, but only to assess how well or how bad we are doing on data the model has never seen before. The loss and accuracy metrics are also computed on the validation set, and these are an important source for adjusting the **hyperparameters** of the model, such as the learning rate.\n",
        "\n",
        "\n",
        "In the inference phase, we use the trained model to make predictions on unseen, unlabeled data. In this phase there is no loss, no backprop, and no optimizer.<br>\n",
        "\n",
        "\n"
      ],
      "outputs" : [
      ]
    },
    {
      "cell_type" : "markdown",
      "execution_count" : 3,
      "metadata" : {
        "language" : "text"
      },
      "language" : "text",
      "source" : [
        "## Using a numerical library\n",
        "\n",
        "\n",
        "In order to build anything similar to the above design, we need a numerical library. Numsca is a library for the Scala programming language, inspired by NumPy, with\n",
        "\n",
        "\n",
        "* support for matrices and tensors (multi-dimensional arrays)\n",
        "* a collection of high-level mathematical functions to operate on these tensors\n",
        "* broadcasting and fancy indexing, just like NumPy.\n",
        "\n",
        "\n",
        "Numsca can be found at [https://github.com/botkop/numsca](https://github.com/botkop/numsca)\n",
        "\n",
        "\n"
      ],
      "outputs" : [
      ]
    },
    {
      "cell_type" : "code",
      "execution_count" : 4,
      "metadata" : {
        "cell.metadata.exec_info" : {
          "startTs" : 1612866251190,
          "endTs" : 1612866251797
        },
        "language" : "scala"
      },
      "language" : "scala",
      "source" : [
        "import botkop.{numsca => ns}\r\n",
        "import ns.Tensor\r\n",
        "import scala.language.implicitConversions"
      ],
      "outputs" : [
      ]
    },
    {
      "cell_type" : "markdown",
      "execution_count" : 5,
      "metadata" : {
        "language" : "text"
      },
      "language" : "text",
      "source" : [
        "## Implementing Backpropagation\n",
        "\n",
        "\n",
        "![null](https://lh4.googleusercontent.com/ISD7nDd6dwMkQaOpwxvq6gsNP5NCFWjwzTWl4HiPW_roXGPQV0S4Ryi8KcRx5KzA1GpG7VFFOwjSf6s2Gah_r-o8nUbJXRht91qzgujt8fNMcbKcpOW-eyAPD_OA9gxP0G9jFSuGcN0)<br>\n",
        "\n",
        "\n",
        "The circuit diagram above shows a computation graph which allows to relate the value and gradient of the variables to the functions that produced them. In order to achieve this we will make 2 constructs that are defined in terms of each other:<br>\n",
        "\n",
        "\n",
        "* \n",
        "  a Variable, which is a wrapper around a tensor. It also stores the originating Function of this Variable, if any. For example, the function of Variable x will be None if `x = Variable(ns.zeros(3, 3,))`, but will be `Mul` if `x = a * b`, where a and b are also Variables.\n",
        "  \n",
        "  \n",
        "  \n",
        "* \n",
        "  a Function, which has a `forward()` method that produces the standard result of a computation, and a `backward(g)` method where g is a tensor that represents the upstream gradient. The gradient is distributed among the composing Variables according to the rules of calculus, and passed on to the `backward(g)` methods of these Variables.\n",
        "  \n",
        "  \n",
        "  \n",
        "\n",
        "\n",
        "### Variables & Functions\n",
        "\n",
        "\n"
      ],
      "outputs" : [
      ]
    },
    {
      "cell_type" : "code",
      "execution_count" : 6,
      "metadata" : {
        "jupyter.outputs_hidden" : true,
        "cell.metadata.exec_info" : {
          "startTs" : 1612866262487,
          "endTs" : 1612866264354
        },
        "language" : "scala"
      },
      "language" : "scala",
      "source" : [
        "/**\r\n",
        "  * Wrapper around a tensor.\r\n",
        "  * Keeps track of the computation graph by storing the originating function of this variable, if any.\r\n",
        "  * The function will be None if the variable is the result of simple wrapping around a tensor.\r\n",
        "  * If the variable is the result of a computation, then f will be set to the function behind this computation.\r\n",
        "  * For example, f will be None if x = Variable(ns.zeros(3, 3,)), but f will be Mul if x = a * b,\r\n",
        "  * where a and b are also Variables.\r\n",
        "  *\r\n",
        "  * @param data the tensor\r\n",
        "  * @param f function that produced this variable, if any.\r\n",
        "  */\r\n",
        "case class Variable(data: Tensor, f: Option[Function] = None) {\r\n",
        "\r\n",
        "  /* the local gradient */\r\n",
        "  lazy val g: Tensor = ns.zerosLike(data)\r\n",
        "\r\n",
        "  /**\r\n",
        "    * Accumulates the incoming gradient in the local gradient.\r\n",
        "    * Pushes the incoming gradient back through the network,\r\n",
        "    * by means of the originating function, if any.\r\n",
        "    * The gradient defaults to 1, as per the Calculus definition.\r\n",
        "    * @param gradOutput the gradient that is being pushed back through the network\r\n",
        "    */\r\n",
        "  def backward(gradOutput: Tensor = ns.ones(data.shape)): Unit = {\r\n",
        "    // gradients may have been broadcasted\r\n",
        "    // squash the dimensions to fit the original shape\r\n",
        "    val ug = unbroadcast(gradOutput)\r\n",
        "\r\n",
        "    // Gradients add up at forks.\r\n",
        "    // If the forward expression involves the variables x,y multiple times,\r\n",
        "    // then when we perform backpropagation we must be careful to use += instead of =\r\n",
        "    // to accumulate the gradient on these variables (otherwise we would overwrite it).\r\n",
        "    // This follows the multivariable chain rule in Calculus,\r\n",
        "    // which states that if a variable branches out to different parts of the circuit,\r\n",
        "    // then the gradients that flow back to it will add.\r\n",
        "    // https://cs231n.github.io/optimization-2/#staged\r\n",
        "    g += ug\r\n",
        "\r\n",
        "    // backprop thru the function that generated this variable, if any\r\n",
        "    for (gf <- f) gf.backward(ug)\r\n",
        "  }\r\n",
        "\r\n",
        "  def +(other: Variable): Variable = Add(this, other).forward()\r\n",
        "  def *(other: Variable): Variable = Mul(this, other).forward()\r\n",
        "  def dot(other: Variable): Variable = Dot(this, other).forward()\r\n",
        "  def t(): Variable = Transpose(this).forward()\r\n",
        "\r\n",
        "  // chain operator, allows to attach variables to functions without using call syntax\r\n",
        "  def ~>(f: Variable => Variable): Variable = f(this)\r\n",
        "  def shape: List[Int] = data.shape.toList\r\n",
        "\r\n",
        "  def unbroadcast(t: Tensor): Tensor =\r\n",
        "    if (t.shape.sameElements(data.shape)) t\r\n",
        "    else data.shape.zip(t.shape).zipWithIndex.foldLeft(t) {\r\n",
        "        case (d: Tensor, ((oi, ni), i)) if oi == ni => \r\n",
        "            d\r\n",
        "        case (d: Tensor, ((oi, ni), i)) if oi == 1 => \r\n",
        "            ns.sum(d, axis = i)\r\n",
        "        case _ =>\r\n",
        "            throw new Exception(\r\n",
        "              s\"unable to reduce broadcasted shape ${t.shape.toList} as ${data.shape.toList}\")\r\n",
        "    }\r\n",
        "}\r\n",
        "\r\n",
        "object Variable {\r\n",
        "  // turn a sequence of numbers directly into a Variable\r\n",
        "  def apply(ds: Double*): Variable = Variable(Tensor(ds:_*))\r\n",
        "}\r\n",
        "\r\n",
        "/**\r\n",
        " * The Function is the 2nd required component in keeping track of a computation graph.\r\n",
        " * It defines 2 methods: \r\n",
        " *   forward(): produces the traditional result of a computation\r\n",
        " *   backward(g): takes a gradient and distributes it to the composing \r\n",
        " *     Variables of the Function by calling their backward(g) method.\r\n",
        " */\r\n",
        "trait Function {\r\n",
        "  def forward(): Variable\r\n",
        "  def backward(g: Tensor): Unit\r\n",
        "}\r\n",
        "\r\n",
        "/* Elementwise addition of 2 tensors */\r\n",
        "case class Add(v1: Variable, v2: Variable) extends Function {\r\n",
        "  def forward(): Variable = Variable(v1.data + v2.data, f = Some(this))\r\n",
        "  /* The Add function distributes its gradient equally to all the inputs */\r\n",
        "  def backward(g: Tensor): Unit = {\r\n",
        "    v1.backward(g)\r\n",
        "    v2.backward(g)\r\n",
        "  }\r\n",
        "}\r\n",
        "\r\n",
        "/* Elementwise multiplication of 2 tensors */\r\n",
        "case class Mul(v1: Variable, v2: Variable) extends Function {\r\n",
        "  override def forward(): Variable = Variable(v1.data * v2.data, f = Some(this))\r\n",
        "  /* The Mul function swaps the input activations, and multiplies them with the gradient */\r\n",
        "  override def backward(g: Tensor): Unit = {\r\n",
        "    val dv2 = v2.data * g\r\n",
        "    val dv1 = v1.data * g\r\n",
        "    v1.backward(dv2)\r\n",
        "    v2.backward(dv1)\r\n",
        "  }\r\n",
        "}\r\n",
        "\r\n",
        "/* Dot product of 2 tensors */\r\n",
        "case class Dot(v1: Variable, v2: Variable) extends Function {\r\n",
        "  val w: Tensor = v1.data\r\n",
        "  val x: Tensor = v2.data\r\n",
        "  override def forward(): Variable = Variable(w dot x, f = Some(this))\r\n",
        "  override def backward(g: Tensor): Unit = {\r\n",
        "    val dw = g dot x.T\r\n",
        "    val dx = w.T dot g\r\n",
        "    v1.backward(dw)\r\n",
        "    v2.backward(dx)\r\n",
        "  }\r\n",
        "}\r\n",
        "\r\n",
        "/* Transpose a tensor */\r\n",
        "case class Transpose(v: Variable) extends Function {\r\n",
        "  override def forward(): Variable = Variable(v.data.transpose, Some(this))\r\n",
        "  override def backward(gradOutput: Tensor): Unit =\r\n",
        "    v.backward(gradOutput.transpose)\r\n",
        "}"
      ],
      "outputs" : [
      ]
    },
    {
      "cell_type" : "markdown",
      "execution_count" : 7,
      "metadata" : {
        "language" : "text"
      },
      "language" : "text",
      "source" : [
        "### Activation\n",
        "\n",
        "\n",
        "Activation functions are element-wise functions that introduce a non-linearity in the network. RELU is the most commonly used activation. In the forward pass, it simply sets all negative values in a tensor equal to zero. In the backward pass, it routes the gradient to the input higher than 0.\n",
        "\n",
        "\n"
      ],
      "outputs" : [
      ]
    },
    {
      "cell_type" : "code",
      "execution_count" : 8,
      "metadata" : {
        "cell.metadata.exec_info" : {
          "startTs" : 1612866271086,
          "endTs" : 1612866271362
        },
        "language" : "scala"
      },
      "language" : "scala",
      "source" : [
        "case class Threshold(x: Variable, d: Double) extends Function {\n",
        "  override def forward(): Variable = Variable(ns.maximum(x.data, d), Some(this))\n",
        "  override def backward(gradOutput: Tensor): Unit = {\n",
        "    x.backward(gradOutput * (x.data > d))\n",
        "  }\n",
        "}\n",
        "\n",
        "def relu(x: Variable): Variable = Threshold(x, 0.0).forward()"
      ],
      "outputs" : [
      ]
    },
    {
      "cell_type" : "markdown",
      "execution_count" : 9,
      "metadata" : {
        "language" : "text"
      },
      "language" : "text",
      "source" : [
        "### Module\n",
        "\n",
        "\n",
        "A module is a wrapper around a set of Variables, here called parameters because they constitute the layers of a network.  When layers are stacked on top of each other, the encompassing module allows to dynamically pull up the parameters of its layers. This can be done by calling the `parameters` method. In the same way the gradients of all the layers can be pulled up through method `gradients`. The `zeroGrad` method allows to set all gradients of the parameters equal to 0. The Module behaves like a Function through the abstract methods `forward()` and `apply() `.\n",
        "\n",
        "\n"
      ],
      "outputs" : [
      ]
    },
    {
      "cell_type" : "code",
      "execution_count" : 10,
      "metadata" : {
        "cell.metadata.exec_info" : {
          "startTs" : 1612866276001,
          "endTs" : 1612866276434
        },
        "language" : "scala"
      },
      "language" : "scala",
      "source" : [
        "abstract class Module(localParameters: Seq[Variable] = Nil) {\r\n",
        "  // by default, obtain submodules through introspection\r\n",
        "  lazy val subModules: Seq[Module] =\r\n",
        "    this.getClass.getDeclaredFields.flatMap { f =>\r\n",
        "      f setAccessible true\r\n",
        "      f.get(this) match {\r\n",
        "        case module: Module => Some(module)\r\n",
        "        case _ => None\r\n",
        "      }\r\n",
        "    }\r\n",
        "\r\n",
        "  def parameters: Seq[Variable] = localParameters ++ subModules.flatMap(_.parameters)\r\n",
        "  def gradients: Seq[Tensor] = parameters.map(_.g)\r\n",
        "  def zeroGrad(): Unit = parameters.foreach(p => p.g := 0)\r\n",
        "\r\n",
        "  def forward(x: Variable): Variable\r\n",
        "  def apply(x: Variable): Variable = forward(x)\r\n",
        "}\r\n",
        "\r\n",
        "/* extend module to act like a Function/Variable */\r\n",
        "implicit def moduleApply[T <: Module](m: T): (Variable) => Variable = m.forward"
      ],
      "outputs" : [
      ]
    },
    {
      "cell_type" : "markdown",
      "execution_count" : 11,
      "metadata" : {
        "language" : "text"
      },
      "language" : "text",
      "source" : [
        "#### Linear Module\n",
        "\n",
        "\n",
        "Applies a linear transformation (dot product) to its input.\n",
        "\n",
        "![null](https://lh6.googleusercontent.com/Chnhg0qeogJWel8KkzP7r-TA8cBx7zOTnvNY2-J2oDzewUaiEtJqgcaT8Hb80JLHj-HL1YBu2Hs2XUDz6WQ4r_RjUDn6is_wQIA23OMAZuA4fR-ww6NV6cYKl8fbprxX7TW5NQ1uLao)<br>\n",
        "\n",
        "\n"
      ],
      "outputs" : [
      ]
    },
    {
      "cell_type" : "code",
      "execution_count" : 12,
      "metadata" : {
        "cell.metadata.exec_info" : {
          "startTs" : 1612866283367,
          "endTs" : 1612866283638
        },
        "language" : "scala"
      },
      "language" : "scala",
      "source" : [
        "case class Linear(weights: Variable, bias: Variable)\r\n",
        "  extends Module(Seq(weights, bias)) {\r\n",
        "  override def forward(x: Variable): Variable = {\r\n",
        "    (x dot weights.t()) + bias\r\n",
        "  }\r\n",
        "}\r\n",
        "\r\n",
        "object Linear {\r\n",
        "  def apply(inFeatures: Int, outFeatures: Int): Linear = {\r\n",
        "    /* He initialization */\r\n",
        "    val w = ns.randn(outFeatures, inFeatures) * math.sqrt(2.0 / (inFeatures + outFeatures))\r\n",
        "    val weights = Variable(w)\r\n",
        "    val b = ns.zeros(1, outFeatures)\r\n",
        "    val bias = Variable(b)\r\n",
        "    Linear(weights, bias)\r\n",
        "  }\r\n",
        "}"
      ],
      "outputs" : [
      ]
    },
    {
      "cell_type" : "markdown",
      "execution_count" : 13,
      "metadata" : {
        "language" : "text"
      },
      "language" : "text",
      "source" : [
        "### Optimizer\n",
        "\n",
        "The task of an Optimizer is to nudge the parameters into the direction of the expected outcome of the model. At each step (epoch) it will be called to perform a function on the parameters, using their gradients, in order to achieve this. The Optimizer also provides a method to reset the gradients to 0, which should be called after each update of the parameters.\n",
        "\n",
        "\n"
      ],
      "outputs" : [
      ]
    },
    {
      "cell_type" : "code",
      "execution_count" : 14,
      "metadata" : {
        "cell.metadata.exec_info" : {
          "startTs" : 1612866289517,
          "endTs" : 1612866289662
        },
        "language" : "scala"
      },
      "language" : "scala",
      "source" : [
        "abstract class Optimizer(parameters: Seq[Variable]) {\r\n",
        "  def step(epoch: Int)\r\n",
        "  def zeroGrad(): Unit = parameters.foreach(p => p.g := 0)\r\n",
        "}"
      ],
      "outputs" : [
      ]
    },
    {
      "cell_type" : "markdown",
      "execution_count" : 15,
      "metadata" : {
        "language" : "text"
      },
      "language" : "text",
      "source" : [
        "#### Stochastic Gradient Descent\n",
        "\n",
        "SGD is a type of Optimizer, that implements a simple yet very efficient approach to discriminative learning of a linear classifier. It subtracts a fraction of the gradient of a parameter from the parameter itself. This fraction is called the learning rate.\n",
        "\n",
        "\n"
      ],
      "outputs" : [
      ]
    },
    {
      "cell_type" : "code",
      "execution_count" : 16,
      "metadata" : {
        "cell.metadata.exec_info" : {
          "startTs" : 1612866293382,
          "endTs" : 1612866293671
        },
        "language" : "scala"
      },
      "language" : "scala",
      "source" : [
        "case class SGD(parameters: Seq[Variable], learningRate: Double) extends Optimizer(parameters) {\r\n",
        "  override def step(epoch: Int): Unit =\r\n",
        "    parameters.foreach { p =>\r\n",
        "      p.data -= learningRate * p.g\r\n",
        "    } \r\n",
        "}"
      ],
      "outputs" : [
      ]
    },
    {
      "cell_type" : "markdown",
      "execution_count" : 17,
      "metadata" : {
        "language" : "text"
      },
      "language" : "text",
      "source" : [
        "### Softmax Loss function\n",
        "\n",
        "\n",
        "The loss function quantifies our unhappiness with the score of the network. It measures the error between the predicted and the expected value. Intuitively, the loss will be high if we’re doing a poor job of classifying the training data, and it will be low if we’re doing well.\n",
        "\n",
        "\n",
        "The goal of the network is to find parameters that minimize the loss over all samples.<br>\n",
        "\n",
        "\n",
        "For a classification task, SoftMax Loss is often used used. It is a combination of a Softmax activation and a Cross Entropy Loss function. Usually they are combined into one function.\n",
        "\n",
        "\n",
        "Softmax squashes the raw class scores into normalized positive values that sum to one. See also [https://neuralnetworksanddeeplearning.com/chap3.html#softmax](https://neuralnetworksanddeeplearning.com/chap3.html#softmax)\n",
        "\n",
        "\n"
      ],
      "outputs" : [
      ]
    },
    {
      "cell_type" : "code",
      "execution_count" : 18,
      "metadata" : {
        "cell.metadata.exec_info" : {
          "startTs" : 1612866298526,
          "endTs" : 1612866299401
        },
        "language" : "scala"
      },
      "language" : "scala",
      "source" : [
        "case class SoftmaxLoss(actual: Variable, target: Variable) extends Function {\r\n",
        "  val x: Tensor = actual.data\r\n",
        "  val y: Tensor = target.data.T\r\n",
        "\r\n",
        "  val shiftedLogits: Tensor = x - ns.max(x, axis = 1)\r\n",
        "  val z: Tensor = ns.sum(ns.exp(shiftedLogits), axis = 1)\r\n",
        "  val logProbs: Tensor = shiftedLogits - ns.log(z)\r\n",
        "  val n: Int = x.shape.head\r\n",
        "  val loss: Double = -ns.sum(logProbs(ns.arange(n), y)) / n\r\n",
        "\r\n",
        "  override def forward(): Variable = Variable(Tensor(loss), Some(this))\r\n",
        "\r\n",
        "  override def backward(gradOutput: Tensor /* not used */ ): Unit = {\r\n",
        "    val dx = ns.exp(logProbs)\r\n",
        "    dx(ns.arange(n), y) -= 1\r\n",
        "    dx /= n\r\n",
        "\r\n",
        "    actual.backward(dx)\r\n",
        "  }\r\n",
        "}\r\n",
        "\r\n",
        "type LossFunction = (Variable, Variable) => Variable\r\n",
        "\r\n",
        "val softmaxLoss: LossFunction = (yHat: Variable, y: Variable) => SoftmaxLoss(yHat, y).forward"
      ],
      "outputs" : [
      ]
    },
    {
      "cell_type" : "markdown",
      "execution_count" : 19,
      "metadata" : {
        "language" : "text"
      },
      "language" : "text",
      "source" : [
        "### Data Loader\n",
        "\n"
      ],
      "outputs" : [
      ]
    },
    {
      "cell_type" : "code",
      "execution_count" : 20,
      "metadata" : {
        "cell.metadata.exec_info" : {
          "startTs" : 1612866309794,
          "endTs" : 1612866309939
        },
        "language" : "scala"
      },
      "language" : "scala",
      "source" : [
        "trait DataLoader extends Iterable[(Variable, Variable)] {\r\n",
        "  def numSamples: Int\r\n",
        "  def numBatches: Int\r\n",
        "  def mode: String\r\n",
        "  def iterator: Iterator[(Variable, Variable)]\r\n",
        "}"
      ],
      "outputs" : [
      ]
    },
    {
      "cell_type" : "markdown",
      "execution_count" : 21,
      "metadata" : {
        "language" : "text"
      },
      "language" : "text",
      "source" : [
        "#### Fashion MNIST data loader\n",
        "\n",
        "\n",
        "This dataloader reads the Fashion MNIST dataset from Zalando: [https://github.com/zalandoresearch/fashion-mnist](https://github.com/zalandoresearch/fashion-mnist). The dataset in CSV format can be downloaded from Kaggle : [https://www.kaggle.com/zalando-research/fashionmnist](https://www.kaggle.com/zalando-research/fashionmnist). In the cell below, I have defined a variable `baseFolder` which points to the download folder. Note that I also assume that the files have been gzipped.\n",
        "\n",
        "Each line in the file represents an image and its label. There are 10 classes: t-shirt, trousers, pullover, dress, coat, sandal, shirt, sneaker, bag and ankle boot. It is a dataset with 60K training images and 10K validation images.\n",
        "\n",
        "\n",
        "![null](https://lh5.googleusercontent.com/7Xqv2Jv43OuCW7i6mxnSxjuwSjw1F44zYTdCvNT-NsdiknV_w1b_iGPG-zSqGM63pADAOMOiFXVfqHcemAj0_lZ0hvVA5VJHjJODtuOyhI-urL698nP3o61JeNMJa4n_eAri4VxDJYg)<br>\n",
        "\n",
        "\n",
        "Each image consists of 28x28 grayscale pixels. The values of the pixels in the files are all integers between 0 and 255.![null](https://lh6.googleusercontent.com/WEAhMWdX4jvAt_YmzbGYQBI1Ps-r1bR8MbSiNeamrcaSvfpLw97JXcFkIl8VWQx9toWtE6_xHaveJEgABpPjXF4q4-RNxqRmOJQ9sUypAlAsX_CcAYhE8Je6sn_97HRwK1hcOhYxbJQ)\n",
        "\n",
        "\n",
        "The dataloader turns the values into floats between 0 and 1 by dividing the values for the pixels by 255.0. It also applies zero centering: subtract the mean across every individual feature in the data. The geometric interpretation for this is to center the data around the origin along every dimension.![null](https://lh6.googleusercontent.com/FIMtQpv15k7jzZT7xqN6DKZ9g2D-TDQshw1vFSlChm6JsybSSqffqjTKa1AoySxixu6sos9IPI2IFgyu6YDntSwzPyVl0KG9yZ-pc-TXtYy6UHkWTFuwDtFSmVvZ-dZGDh2A5tSvkVk)\n",
        "\n",
        "\n",
        "Caveat: when zero-centering test data, the mean of the training data must be subtracted from the test data.\n",
        "\n",
        "\n"
      ],
      "outputs" : [
      ]
    },
    {
      "cell_type" : "code",
      "execution_count" : 22,
      "metadata" : {
        "cell.metadata.exec_info" : {
          "startTs" : 1612866316137,
          "endTs" : 1612866316985
        },
        "language" : "scala"
      },
      "language" : "scala",
      "source" : [
        "import scala.io.Source\r\n",
        "import scala.language.postfixOps\r\n",
        "import scala.util.Random\r\n",
        "import java.util.zip.GZIPInputStream\r\n",
        "import java.io._\r\n",
        "\r\n",
        "val baseFolder =\"dl-from-scratch-polynb/data/fashionmnist\"\r\n",
        "\r\n",
        "class FashionMnistDataLoader(val mode: String,\r\n",
        "                             miniBatchSize: Int,\r\n",
        "                             take: Option[Int] = None,\r\n",
        "                             seed: Long = 231)\r\n",
        "    extends DataLoader {\r\n",
        "\r\n",
        "  Random.setSeed(seed)\r\n",
        "\r\n",
        "  val file: String = mode match {\r\n",
        "    case \"train\" => s\"$baseFolder/fashion-mnist_train.csv.gz\"\r\n",
        "    case \"valid\" => s\"$baseFolder/fashion-mnist_test.csv.gz\"\r\n",
        "  }\r\n",
        "\r\n",
        "  def gis(f: String) = Source.fromInputStream(\r\n",
        "    new GZIPInputStream(new BufferedInputStream(new FileInputStream(f))))\r\n",
        "\r\n",
        "  val lines: List[String] = {\r\n",
        "    val src = gis(file)\r\n",
        "    val lines = src.getLines().toList\r\n",
        "    src.close()\r\n",
        "    Random.shuffle(lines.tail) // skip header\r\n",
        "  }\r\n",
        "\r\n",
        "  val numFeatures = 784\r\n",
        "  val numEntries: Int = lines.length\r\n",
        "\r\n",
        "  val numSamples: Int = take match {\r\n",
        "    case Some(n) => math.min(n, numEntries)\r\n",
        "    case None    => numEntries\r\n",
        "  }\r\n",
        "\r\n",
        "  val numBatches: Int =\r\n",
        "    (numSamples / miniBatchSize) +\r\n",
        "      (if (numSamples % miniBatchSize == 0) 0 else 1)\r\n",
        "\r\n",
        "  val data: Seq[(Variable, Variable)] = lines\r\n",
        "    .take(take.getOrElse(numSamples))\r\n",
        "    .sliding(miniBatchSize, miniBatchSize)\r\n",
        "    .map { lines =>\r\n",
        "      val batchSize = lines.length\r\n",
        "\r\n",
        "      val xs = Array.fill[Float](numFeatures * batchSize)(elem = 0)\r\n",
        "      val ys = Array.fill[Float](batchSize)(elem = 0)\r\n",
        "\r\n",
        "      lines.zipWithIndex.foreach {\r\n",
        "        case (line, lnr) =>\r\n",
        "          val tokens = line.split(\",\")\r\n",
        "          ys(lnr) = tokens.head.toFloat\r\n",
        "          tokens.tail.zipWithIndex.foreach {\r\n",
        "            case (sx, i) =>\r\n",
        "              xs(lnr * numFeatures + i) = sx.toFloat / 255.0f\r\n",
        "          }\r\n",
        "      }\r\n",
        "\r\n",
        "      val x = Variable(Tensor(xs).reshape(batchSize, numFeatures))\r\n",
        "      val y = Variable(Tensor(ys).reshape(batchSize, 1))\r\n",
        "      (x, y)\r\n",
        "    }\r\n",
        "    .toSeq\r\n",
        "\r\n",
        "  lazy val meanImage: Tensor = {\r\n",
        "    val m = ns.zeros(1, numFeatures)\r\n",
        "    data.foreach {\r\n",
        "      case (x, _) =>\r\n",
        "        m += ns.sum(x.data, axis = 0)\r\n",
        "    }\r\n",
        "    m /= numSamples\r\n",
        "    m\r\n",
        "  }\r\n",
        "\r\n",
        "  if (mode == \"train\") zeroCenter(meanImage)\r\n",
        "\r\n",
        "  def zeroCenter(meanImage: Tensor): Unit = {\r\n",
        "    val bcm = broadcastTo(meanImage, miniBatchSize, numFeatures)\r\n",
        "\r\n",
        "    data.foreach {\r\n",
        "      case (x, _) =>\r\n",
        "        if (x.data.shape.head == miniBatchSize)\r\n",
        "          x.data -= bcm\r\n",
        "        else\r\n",
        "          x.data -= meanImage\r\n",
        "    }\r\n",
        "  }\r\n",
        "\r\n",
        "  def iterator: Iterator[(Variable, Variable)] =\r\n",
        "    Random.shuffle(data.toIterator)\r\n",
        "\r\n",
        "  def broadcastTo(t: Tensor, shape: Int*): Tensor =\r\n",
        "    new Tensor(t.array.broadcast(shape: _*))\r\n",
        "\r\n",
        "}"
      ],
      "outputs" : [
      ]
    },
    {
      "cell_type" : "markdown",
      "execution_count" : 23,
      "metadata" : {
        "language" : "text"
      },
      "language" : "text",
      "source" : [
        "### Evaluator\n",
        "\n",
        "\n",
        "After each epoch we want to evaluate the model, so that we can follow how good or how bad it is doing.\n",
        "\n",
        "\n",
        "The metrics we're computing in the evaluator below are the loss (which we want to be low) and the accuracy (which we want to be high). We will collect the metrics of all minibatches of the training and validation data set. This will allow us to visualize the performance of the model.\n",
        "\n",
        "\n"
      ],
      "outputs" : [
      ]
    },
    {
      "cell_type" : "code",
      "execution_count" : 24,
      "metadata" : {
        "cell.metadata.exec_info" : {
          "startTs" : 1612866323494,
          "endTs" : 1612866323871
        },
        "language" : "scala"
      },
      "language" : "scala",
      "source" : [
        "trait Evaluator {\r\n",
        "  def evaluate(epoch: Int, startTime: Long, endTime: Long, net: Module, loss: LossFunction): Unit\r\n",
        "}\r\n",
        "\r\n",
        "case class MetricsCollector(trainDataLoader: DataLoader,\r\n",
        "                            validDataLoader: DataLoader,\r\n",
        "                            loss: LossFunction) extends Evaluator {\r\n",
        "  import scala.collection.mutable.ArrayBuffer\r\n",
        "  val trnLossMetrics = ArrayBuffer[Float]()\r\n",
        "  val valLossMetrics = ArrayBuffer[Float]()\r\n",
        "  val trnAccuracyMetrics = ArrayBuffer[Float]()\r\n",
        "  val valAccuracyMetrics = ArrayBuffer[Float]()\r\n",
        "\r\n",
        "  def metrics = (\r\n",
        "    trnLossMetrics.toArray,\r\n",
        "    valLossMetrics.toArray,\r\n",
        "    trnAccuracyMetrics.toArray,\r\n",
        "    valAccuracyMetrics.toArray)\r\n",
        "\r\n",
        "  def evaluate(epoch: Int, t0: Long, t1: Long, net: Module, loss: LossFunction): Unit = {\r\n",
        "    val dur = (t1 - t0) / 1000000\r\n",
        "    val (ltrn, atrn) = evaluate(trainDataLoader, net, trnLossMetrics, trnAccuracyMetrics)\r\n",
        "    val (lval, aval) = evaluate(validDataLoader, net, valLossMetrics, valAccuracyMetrics)\r\n",
        "    println(\r\n",
        "        f\"epoch: $epoch%2d duration: $dur%4dms loss: $lval%1.4f / $ltrn%1.4f\\taccuracy: $aval%1.4f / $atrn%1.4f\")\r\n",
        "  }\r\n",
        "\r\n",
        "  def evaluate(dl: DataLoader,\r\n",
        "               net: Module,\r\n",
        "               lossMetrics: ArrayBuffer[Float],\r\n",
        "               accuracyMetrics: ArrayBuffer[Float]): (Double, Double) = {\r\n",
        "    val (l, a) =\r\n",
        "      dl.foldLeft(0.0, 0.0) {\r\n",
        "        case ((lossAcc, accuracyAcc), (x, y)) =>\r\n",
        "          val output = net(x)\r\n",
        "          val guessed = ns.argmax(output.data, axis = 1)\r\n",
        "          val accuracy = ns.sum(guessed == y.data) / x.shape.head\r\n",
        "          val cost = loss(output, y).data.squeeze()\r\n",
        "          lossMetrics += cost.toFloat\r\n",
        "          accuracyMetrics += accuracy.toFloat\r\n",
        "          (lossAcc + cost, accuracyAcc + accuracy)\r\n",
        "      }\r\n",
        "    (l / dl.numBatches, a / dl.numBatches)\r\n",
        "  }\r\n",
        "}"
      ],
      "outputs" : [
      ]
    },
    {
      "cell_type" : "markdown",
      "execution_count" : 25,
      "metadata" : {
        "language" : "text"
      },
      "language" : "text",
      "source" : [
        "### Learner\n",
        "\n",
        "\n",
        "Convenience class around the learning process. You provide it with the training datasets, the model layout to train, an optimizer, a loss function, and an evaluator.\n",
        "\n",
        "\n",
        "The class provides a `fit` method, that will train the model for the required number of epochs.\n",
        "\n",
        "\n",
        "For  a given epoch, the `fit` method will loop through all the minibatches of the training set, and for each minibatch will perform the following operations:\n",
        "\n",
        "\n",
        "* set the gradients of all parameters of the network to 0\n",
        "* perform a forward pass on the input\n",
        "* perform the loss function on the outcome of the forward pass\n",
        "* perform the backward pass on the outcome of the loss function\n",
        "* perform an optimization step\n",
        "\n",
        "\n",
        "The model is evaluated after each epoch.\n",
        "\n",
        "\n"
      ],
      "outputs" : [
      ]
    },
    {
      "cell_type" : "code",
      "execution_count" : 26,
      "metadata" : {
        "cell.metadata.exec_info" : {
          "startTs" : 1612866328634,
          "endTs" : 1612866328906
        },
        "language" : "scala"
      },
      "language" : "scala",
      "source" : [
        "case class Learner(trainingDataLoader: DataLoader,\r\n",
        "                   net: Module,\r\n",
        "                   optimizer: Optimizer,\r\n",
        "                   loss: LossFunction,\r\n",
        "                   evaluator: Evaluator) {\r\n",
        "  var epochs = 0\r\n",
        "  def fit(numEpochs: Int): Unit = {\r\n",
        "    (0 until numEpochs) foreach { _ =>\r\n",
        "      val t0 = System.nanoTime()\r\n",
        "      trainingDataLoader.foreach { // for each mini batch\r\n",
        "        case (x, y) =>\r\n",
        "          optimizer.zeroGrad()\r\n",
        "          val yh = net(x)\r\n",
        "          val l = loss(yh, y)\r\n",
        "          l.backward()\r\n",
        "          optimizer.step(epochs) // update parameters using their gradient\r\n",
        "      }\r\n",
        "      val t1 = System.nanoTime()\r\n",
        "      evaluator.evaluate(epochs, t0, t1, net, loss)\r\n",
        "      epochs += 1\r\n",
        "    }\r\n",
        "  }\r\n",
        "}"
      ],
      "outputs" : [
      ]
    },
    {
      "cell_type" : "markdown",
      "execution_count" : 27,
      "metadata" : {
        "language" : "text"
      },
      "language" : "text",
      "source" : [
        "### Train a network\n",
        "\n",
        "\n",
        "Create the data loaders for the training and validation data sets. Zero-center the validation set with the mean image of the training set. \n",
        "\n",
        "The instantiation of the dataloaders may take some time.\n",
        "\n",
        "\n"
      ],
      "outputs" : [
      ]
    },
    {
      "cell_type" : "code",
      "execution_count" : 28,
      "metadata" : {
        "jupyter.outputs_hidden" : true,
        "cell.metadata.exec_info" : {
          "startTs" : 1612866343169,
          "endTs" : 1612866432956
        },
        "language" : "scala"
      },
      "language" : "scala",
      "source" : [
        "val batchSize = 256\r\n",
        "val trainDl = new FashionMnistDataLoader(\"train\", batchSize)\r\n",
        "val validDl = new FashionMnistDataLoader(\"valid\", batchSize)\r\n",
        "validDl.zeroCenter(trainDl.meanImage)"
      ],
      "outputs" : [
      ]
    },
    {
      "cell_type" : "markdown",
      "execution_count" : 29,
      "metadata" : {
        "language" : "text"
      },
      "language" : "text",
      "source" : [
        "In the next cell we define the layout of our network: 2 linear transformations with a RELU activation in between. \n",
        "\n",
        "\n"
      ],
      "outputs" : [
      ]
    },
    {
      "cell_type" : "code",
      "execution_count" : 30,
      "metadata" : {
        "jupyter.outputs_hidden" : true,
        "cell.metadata.exec_info" : {
          "startTs" : 1612866456227,
          "endTs" : 1612866456477
        },
        "language" : "scala"
      },
      "language" : "scala",
      "source" : [
        "val nn: Module = new Module() {\r\n",
        "    val fc1 = Linear(784, 100)\r\n",
        "    val fc2 = Linear(100, 10)\r\n",
        "    override def forward(x: Variable): Variable = \r\n",
        "        x ~> fc1 ~> relu ~> fc2\r\n",
        "}"
      ],
      "outputs" : [
      ]
    },
    {
      "cell_type" : "markdown",
      "execution_count" : 31,
      "metadata" : {
        "language" : "text"
      },
      "language" : "text",
      "source" : [
        "Next, we define the optimizer for the given learning rate, and the number of epochs we want to train the model. Then start the training.\n",
        "\n",
        "\n",
        "You should not expect state-of-the-art results with this simple network. It just proves that the model can learn.\n",
        "\n",
        "\n"
      ],
      "outputs" : [
      ]
    },
    {
      "cell_type" : "code",
      "execution_count" : 32,
      "metadata" : {
        "cell.metadata.exec_info" : {
          "startTs" : 1612866469534,
          "endTs" : 1612866710871
        },
        "language" : "scala"
      },
      "language" : "scala",
      "source" : [
        "val learningRate = .1\n",
        "val sgd = SGD(nn.parameters, learningRate)\n",
        "val eval = MetricsCollector(trainDl, validDl, softmaxLoss)\n",
        "val learner = Learner(trainDl, nn, sgd, softmaxLoss, eval)"
      ],
      "outputs" : [
      ]
    },
    {
      "cell_type" : "code",
      "execution_count" : 33,
      "metadata" : {
        "cell.metadata.exec_info" : {
          "startTs" : 1612866796973,
          "endTs" : 1612866877953
        },
        "language" : "scala"
      },
      "language" : "scala",
      "source" : [
        "val numEpochs = 10\n",
        "learner.fit(numEpochs)"
      ],
      "outputs" : [
        {
          "name" : "stdout",
          "text" : [
            "epoch:  0 duration: 5052ms loss: 0.5210 / 0.5223\taccuracy: 0.8193 / 0.8170\n",
            "epoch:  1 duration: 4401ms loss: 0.4506 / 0.4510\taccuracy: 0.8443 / 0.8413\n",
            "epoch:  2 duration: 4308ms loss: 0.4212 / 0.4174\taccuracy: 0.8530 / 0.8526\n",
            "epoch:  3 duration: 4302ms loss: 0.4033 / 0.3985\taccuracy: 0.8590 / 0.8594\n",
            "epoch:  4 duration: 4239ms loss: 0.3876 / 0.3803\taccuracy: 0.8642 / 0.8661\n",
            "epoch:  5 duration: 4267ms loss: 0.3748 / 0.3663\taccuracy: 0.8665 / 0.8699\n",
            "epoch:  6 duration: 4251ms loss: 0.3682 / 0.3557\taccuracy: 0.8669 / 0.8740\n",
            "epoch:  7 duration: 4252ms loss: 0.3592 / 0.3458\taccuracy: 0.8706 / 0.8778\n",
            "epoch:  8 duration: 4273ms loss: 0.3546 / 0.3392\taccuracy: 0.8714 / 0.8787\n",
            "epoch:  9 duration: 4375ms loss: 0.3514 / 0.3310\taccuracy: 0.8740 / 0.8832\n"
          ],
          "output_type" : "stream"
        }
      ]
    },
    {
      "cell_type" : "markdown",
      "execution_count" : 34,
      "metadata" : {
        "language" : "text"
      },
      "language" : "text",
      "source" : [
        "### Visualize loss and accuracy\n",
        "\n",
        "\n",
        "In the next cells we will make use of a unique feature of polynote, which, as its name suggests, provides the possibility to mix languages in the same notebook, and what is really interesting, to use variables created in one cell in another cell of a different language. We will prepare the Scala variables in the cell below, and then use them for visualization by matplotlib in the following Python cell.\n",
        "\n",
        "\n"
      ],
      "outputs" : [
      ]
    },
    {
      "cell_type" : "code",
      "execution_count" : 35,
      "metadata" : {
        "cell.metadata.exec_info" : {
          "startTs" : 1612866882013,
          "endTs" : 1612866882145
        },
        "language" : "scala"
      },
      "language" : "scala",
      "source" : [
        "val (tl, vl, ta, va) = eval.metrics"
      ],
      "outputs" : [
      ]
    },
    {
      "cell_type" : "code",
      "execution_count" : 36,
      "metadata" : {
        "cell.metadata.exec_info" : {
          "startTs" : 1612866883445,
          "endTs" : 1612866884740
        },
        "language" : "python"
      },
      "language" : "python",
      "source" : [
        "import matplotlib.pyplot as plt\n",
        "import numpy as np\n",
        "\n",
        "plt.close()\n",
        "\n",
        "def plot_metrics(metrics, label):\n",
        "    fig, ax = plt.subplots()\n",
        "    ax.plot(metrics, 'b')\n",
        "    ax.set(xlabel='minibatch', ylabel=label, title=label)\n",
        "    ax.grid()\n",
        "    plt.plot(np.arange(len(metrics)), metrics)\n",
        "\n",
        "plot_metrics(tl, 'training loss')\n",
        "plot_metrics(vl, 'validation loss')\n",
        "plot_metrics(ta, 'training accuracy')\n",
        "plot_metrics(va, 'validation accuracy')\n",
        "    \n",
        "plt.show()\n"
      ],
      "outputs" : [
        {
          "data" : {
            "text/html" : [
              "<div style='width:600px'><?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\n",
              "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n",
              "  \"https://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n",
              "<!-- Created with matplotlib (https://matplotlib.org/) -->\n",
              "<svg height=\"345.6pt\" version=\"1.1\" viewBox=\"0 0 460.8 345.6\" width=\"460.8pt\" xmlns=\"https://www.w3.org/2000/svg\" xmlns:xlink=\"https://www.w3.org/1999/xlink\">\n",
              " <defs>\n",
              "  <style type=\"text/css\">\n",
              "*{stroke-linecap:butt;stroke-linejoin:round;}\n",
              "  </style>\n",
              " </defs>\n",
              " <g id=\"figure_1\">\n",
              "  <g id=\"patch_1\">\n",
              "   <path d=\"M 0 345.6 \n",
              "L 460.8 345.6 \n",
              "L 460.8 0 \n",
              "L 0 0 \n",
              "z\n",
              "\" style=\"fill:#ffffff;\"/>\n",
              "  </g>\n",
              "  <g id=\"axes_1\">\n",
              "   <g id=\"patch_2\">\n",
              "    <path d=\"M 57.6 307.584 \n",
              "L 414.72 307.584 \n",
              "L 414.72 41.472 \n",
              "L 57.6 41.472 \n",
              "z\n",
              "\" style=\"fill:#ffffff;\"/>\n",
              "   </g>\n",
              "   <g id=\"matplotlib.axis_1\">\n",
              "    <g id=\"xtick_1\">\n",
              "     <g id=\"line2d_1\">\n",
              "      <path clip-path=\"url(#p97fa6ed42e)\" d=\"M 73.832727 307.584 \n",
              "L 73.832727 41.472 \n",
              "\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n",
              "     </g>\n",
              "     <g id=\"line2d_2\">\n",
              "      <defs>\n",
              "       <path d=\"M 0 0 \n",
              "L 0 3.5 \n",
              "\" id=\"m453b3316c0\" style=\"stroke:#000000;stroke-width:0.8;\"/>\n",
              "      </defs>\n",
              "      <g>\n",
              "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"73.832727\" xlink:href=\"#m453b3316c0\" y=\"307.584\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "     <g id=\"text_1\">\n",
              "      <!-- 0 -->\n",
              "      <defs>\n",
              "       <path d=\"M 31.78125 66.40625 \n",
              "Q 24.171875 66.40625 20.328125 58.90625 \n",
              "Q 16.5 51.421875 16.5 36.375 \n",
              "Q 16.5 21.390625 20.328125 13.890625 \n",
              "Q 24.171875 6.390625 31.78125 6.390625 \n",
              "Q 39.453125 6.390625 43.28125 13.890625 \n",
              "Q 47.125 21.390625 47.125 36.375 \n",
              "Q 47.125 51.421875 43.28125 58.90625 \n",
              "Q 39.453125 66.40625 31.78125 66.40625 \n",
              "z\n",
              "M 31.78125 74.21875 \n",
              "Q 44.046875 74.21875 50.515625 64.515625 \n",
              "Q 56.984375 54.828125 56.984375 36.375 \n",
              "Q 56.984375 17.96875 50.515625 8.265625 \n",
              "Q 44.046875 -1.421875 31.78125 -1.421875 \n",
              "Q 19.53125 -1.421875 13.0625 8.265625 \n",
              "Q 6.59375 17.96875 6.59375 36.375 \n",
              "Q 6.59375 54.828125 13.0625 64.515625 \n",
              "Q 19.53125 74.21875 31.78125 74.21875 \n",
              "z\n",
              "\" id=\"DejaVuSans-48\"/>\n",
              "      </defs>\n",
              "      <g transform=\"translate(70.651477 322.182437)scale(0.1 -0.1)\">\n",
              "       <use xlink:href=\"#DejaVuSans-48\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "    </g>\n",
              "    <g id=\"xtick_2\">\n",
              "     <g id=\"line2d_3\">\n",
              "      <path clip-path=\"url(#p97fa6ed42e)\" d=\"M 142.937569 307.584 \n",
              "L 142.937569 41.472 \n",
              "\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n",
              "     </g>\n",
              "     <g id=\"line2d_4\">\n",
              "      <g>\n",
              "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"142.937569\" xlink:href=\"#m453b3316c0\" y=\"307.584\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "     <g id=\"text_2\">\n",
              "      <!-- 500 -->\n",
              "      <defs>\n",
              "       <path d=\"M 10.796875 72.90625 \n",
              "L 49.515625 72.90625 \n",
              "L 49.515625 64.59375 \n",
              "L 19.828125 64.59375 \n",
              "L 19.828125 46.734375 \n",
              "Q 21.96875 47.46875 24.109375 47.828125 \n",
              "Q 26.265625 48.1875 28.421875 48.1875 \n",
              "Q 40.625 48.1875 47.75 41.5 \n",
              "Q 54.890625 34.8125 54.890625 23.390625 \n",
              "Q 54.890625 11.625 47.5625 5.09375 \n",
              "Q 40.234375 -1.421875 26.90625 -1.421875 \n",
              "Q 22.3125 -1.421875 17.546875 -0.640625 \n",
              "Q 12.796875 0.140625 7.71875 1.703125 \n",
              "L 7.71875 11.625 \n",
              "Q 12.109375 9.234375 16.796875 8.0625 \n",
              "Q 21.484375 6.890625 26.703125 6.890625 \n",
              "Q 35.15625 6.890625 40.078125 11.328125 \n",
              "Q 45.015625 15.765625 45.015625 23.390625 \n",
              "Q 45.015625 31 40.078125 35.4375 \n",
              "Q 35.15625 39.890625 26.703125 39.890625 \n",
              "Q 22.75 39.890625 18.8125 39.015625 \n",
              "Q 14.890625 38.140625 10.796875 36.28125 \n",
              "z\n",
              "\" id=\"DejaVuSans-53\"/>\n",
              "      </defs>\n",
              "      <g transform=\"translate(133.393819 322.182437)scale(0.1 -0.1)\">\n",
              "       <use xlink:href=\"#DejaVuSans-53\"/>\n",
              "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n",
              "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "    </g>\n",
              "    <g id=\"xtick_3\">\n",
              "     <g id=\"line2d_5\">\n",
              "      <path clip-path=\"url(#p97fa6ed42e)\" d=\"M 212.04241 307.584 \n",
              "L 212.04241 41.472 \n",
              "\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n",
              "     </g>\n",
              "     <g id=\"line2d_6\">\n",
              "      <g>\n",
              "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"212.04241\" xlink:href=\"#m453b3316c0\" y=\"307.584\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "     <g id=\"text_3\">\n",
              "      <!-- 1000 -->\n",
              "      <defs>\n",
              "       <path d=\"M 12.40625 8.296875 \n",
              "L 28.515625 8.296875 \n",
              "L 28.515625 63.921875 \n",
              "L 10.984375 60.40625 \n",
              "L 10.984375 69.390625 \n",
              "L 28.421875 72.90625 \n",
              "L 38.28125 72.90625 \n",
              "L 38.28125 8.296875 \n",
              "L 54.390625 8.296875 \n",
              "L 54.390625 0 \n",
              "L 12.40625 0 \n",
              "z\n",
              "\" id=\"DejaVuSans-49\"/>\n",
              "      </defs>\n",
              "      <g transform=\"translate(199.31741 322.182437)scale(0.1 -0.1)\">\n",
              "       <use xlink:href=\"#DejaVuSans-49\"/>\n",
              "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n",
              "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n",
              "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "    </g>\n",
              "    <g id=\"xtick_4\">\n",
              "     <g id=\"line2d_7\">\n",
              "      <path clip-path=\"url(#p97fa6ed42e)\" d=\"M 281.147252 307.584 \n",
              "L 281.147252 41.472 \n",
              "\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n",
              "     </g>\n",
              "     <g id=\"line2d_8\">\n",
              "      <g>\n",
              "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"281.147252\" xlink:href=\"#m453b3316c0\" y=\"307.584\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "     <g id=\"text_4\">\n",
              "      <!-- 1500 -->\n",
              "      <g transform=\"translate(268.422252 322.182437)scale(0.1 -0.1)\">\n",
              "       <use xlink:href=\"#DejaVuSans-49\"/>\n",
              "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\n",
              "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n",
              "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "    </g>\n",
              "    <g id=\"xtick_5\">\n",
              "     <g id=\"line2d_9\">\n",
              "      <path clip-path=\"url(#p97fa6ed42e)\" d=\"M 350.252093 307.584 \n",
              "L 350.252093 41.472 \n",
              "\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n",
              "     </g>\n",
              "     <g id=\"line2d_10\">\n",
              "      <g>\n",
              "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"350.252093\" xlink:href=\"#m453b3316c0\" y=\"307.584\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "     <g id=\"text_5\">\n",
              "      <!-- 2000 -->\n",
              "      <defs>\n",
              "       <path d=\"M 19.1875 8.296875 \n",
              "L 53.609375 8.296875 \n",
              "L 53.609375 0 \n",
              "L 7.328125 0 \n",
              "L 7.328125 8.296875 \n",
              "Q 12.9375 14.109375 22.625 23.890625 \n",
              "Q 32.328125 33.6875 34.8125 36.53125 \n",
              "Q 39.546875 41.84375 41.421875 45.53125 \n",
              "Q 43.3125 49.21875 43.3125 52.78125 \n",
              "Q 43.3125 58.59375 39.234375 62.25 \n",
              "Q 35.15625 65.921875 28.609375 65.921875 \n",
              "Q 23.96875 65.921875 18.8125 64.3125 \n",
              "Q 13.671875 62.703125 7.8125 59.421875 \n",
              "L 7.8125 69.390625 \n",
              "Q 13.765625 71.78125 18.9375 73 \n",
              "Q 24.125 74.21875 28.421875 74.21875 \n",
              "Q 39.75 74.21875 46.484375 68.546875 \n",
              "Q 53.21875 62.890625 53.21875 53.421875 \n",
              "Q 53.21875 48.921875 51.53125 44.890625 \n",
              "Q 49.859375 40.875 45.40625 35.40625 \n",
              "Q 44.1875 33.984375 37.640625 27.21875 \n",
              "Q 31.109375 20.453125 19.1875 8.296875 \n",
              "z\n",
              "\" id=\"DejaVuSans-50\"/>\n",
              "      </defs>\n",
              "      <g transform=\"translate(337.527093 322.182437)scale(0.1 -0.1)\">\n",
              "       <use xlink:href=\"#DejaVuSans-50\"/>\n",
              "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n",
              "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n",
              "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "    </g>\n",
              "    <g id=\"text_6\">\n",
              "     <!-- minibatch -->\n",
              "     <defs>\n",
              "      <path d=\"M 52 44.1875 \n",
              "Q 55.375 50.25 60.0625 53.125 \n",
              "Q 64.75 56 71.09375 56 \n",
              "Q 79.640625 56 84.28125 50.015625 \n",
              "Q 88.921875 44.046875 88.921875 33.015625 \n",
              "L 88.921875 0 \n",
              "L 79.890625 0 \n",
              "L 79.890625 32.71875 \n",
              "Q 79.890625 40.578125 77.09375 44.375 \n",
              "Q 74.3125 48.1875 68.609375 48.1875 \n",
              "Q 61.625 48.1875 57.5625 43.546875 \n",
              "Q 53.515625 38.921875 53.515625 30.90625 \n",
              "L 53.515625 0 \n",
              "L 44.484375 0 \n",
              "L 44.484375 32.71875 \n",
              "Q 44.484375 40.625 41.703125 44.40625 \n",
              "Q 38.921875 48.1875 33.109375 48.1875 \n",
              "Q 26.21875 48.1875 22.15625 43.53125 \n",
              "Q 18.109375 38.875 18.109375 30.90625 \n",
              "L 18.109375 0 \n",
              "L 9.078125 0 \n",
              "L 9.078125 54.6875 \n",
              "L 18.109375 54.6875 \n",
              "L 18.109375 46.1875 \n",
              "Q 21.1875 51.21875 25.484375 53.609375 \n",
              "Q 29.78125 56 35.6875 56 \n",
              "Q 41.65625 56 45.828125 52.96875 \n",
              "Q 50 49.953125 52 44.1875 \n",
              "z\n",
              "\" id=\"DejaVuSans-109\"/>\n",
              "      <path d=\"M 9.421875 54.6875 \n",
              "L 18.40625 54.6875 \n",
              "L 18.40625 0 \n",
              "L 9.421875 0 \n",
              "z\n",
              "M 9.421875 75.984375 \n",
              "L 18.40625 75.984375 \n",
              "L 18.40625 64.59375 \n",
              "L 9.421875 64.59375 \n",
              "z\n",
              "\" id=\"DejaVuSans-105\"/>\n",
              "      <path d=\"M 54.890625 33.015625 \n",
              "L 54.890625 0 \n",
              "L 45.90625 0 \n",
              "L 45.90625 32.71875 \n",
              "Q 45.90625 40.484375 42.875 44.328125 \n",
              "Q 39.84375 48.1875 33.796875 48.1875 \n",
              "Q 26.515625 48.1875 22.3125 43.546875 \n",
              "Q 18.109375 38.921875 18.109375 30.90625 \n",
              "L 18.109375 0 \n",
              "L 9.078125 0 \n",
              "L 9.078125 54.6875 \n",
              "L 18.109375 54.6875 \n",
              "L 18.109375 46.1875 \n",
              "Q 21.34375 51.125 25.703125 53.5625 \n",
              "Q 30.078125 56 35.796875 56 \n",
              "Q 45.21875 56 50.046875 50.171875 \n",
              "Q 54.890625 44.34375 54.890625 33.015625 \n",
              "z\n",
              "\" id=\"DejaVuSans-110\"/>\n",
              "      <path d=\"M 48.6875 27.296875 \n",
              "Q 48.6875 37.203125 44.609375 42.84375 \n",
              "Q 40.53125 48.484375 33.40625 48.484375 \n",
              "Q 26.265625 48.484375 22.1875 42.84375 \n",
              "Q 18.109375 37.203125 18.109375 27.296875 \n",
              "Q 18.109375 17.390625 22.1875 11.75 \n",
              "Q 26.265625 6.109375 33.40625 6.109375 \n",
              "Q 40.53125 6.109375 44.609375 11.75 \n",
              "Q 48.6875 17.390625 48.6875 27.296875 \n",
              "z\n",
              "M 18.109375 46.390625 \n",
              "Q 20.953125 51.265625 25.265625 53.625 \n",
              "Q 29.59375 56 35.59375 56 \n",
              "Q 45.5625 56 51.78125 48.09375 \n",
              "Q 58.015625 40.1875 58.015625 27.296875 \n",
              "Q 58.015625 14.40625 51.78125 6.484375 \n",
              "Q 45.5625 -1.421875 35.59375 -1.421875 \n",
              "Q 29.59375 -1.421875 25.265625 0.953125 \n",
              "Q 20.953125 3.328125 18.109375 8.203125 \n",
              "L 18.109375 0 \n",
              "L 9.078125 0 \n",
              "L 9.078125 75.984375 \n",
              "L 18.109375 75.984375 \n",
              "z\n",
              "\" id=\"DejaVuSans-98\"/>\n",
              "      <path d=\"M 34.28125 27.484375 \n",
              "Q 23.390625 27.484375 19.1875 25 \n",
              "Q 14.984375 22.515625 14.984375 16.5 \n",
              "Q 14.984375 11.71875 18.140625 8.90625 \n",
              "Q 21.296875 6.109375 26.703125 6.109375 \n",
              "Q 34.1875 6.109375 38.703125 11.40625 \n",
              "Q 43.21875 16.703125 43.21875 25.484375 \n",
              "L 43.21875 27.484375 \n",
              "z\n",
              "M 52.203125 31.203125 \n",
              "L 52.203125 0 \n",
              "L 43.21875 0 \n",
              "L 43.21875 8.296875 \n",
              "Q 40.140625 3.328125 35.546875 0.953125 \n",
              "Q 30.953125 -1.421875 24.3125 -1.421875 \n",
              "Q 15.921875 -1.421875 10.953125 3.296875 \n",
              "Q 6 8.015625 6 15.921875 \n",
              "Q 6 25.140625 12.171875 29.828125 \n",
              "Q 18.359375 34.515625 30.609375 34.515625 \n",
              "L 43.21875 34.515625 \n",
              "L 43.21875 35.40625 \n",
              "Q 43.21875 41.609375 39.140625 45 \n",
              "Q 35.0625 48.390625 27.6875 48.390625 \n",
              "Q 23 48.390625 18.546875 47.265625 \n",
              "Q 14.109375 46.140625 10.015625 43.890625 \n",
              "L 10.015625 52.203125 \n",
              "Q 14.9375 54.109375 19.578125 55.046875 \n",
              "Q 24.21875 56 28.609375 56 \n",
              "Q 40.484375 56 46.34375 49.84375 \n",
              "Q 52.203125 43.703125 52.203125 31.203125 \n",
              "z\n",
              "\" id=\"DejaVuSans-97\"/>\n",
              "      <path d=\"M 18.3125 70.21875 \n",
              "L 18.3125 54.6875 \n",
              "L 36.8125 54.6875 \n",
              "L 36.8125 47.703125 \n",
              "L 18.3125 47.703125 \n",
              "L 18.3125 18.015625 \n",
              "Q 18.3125 11.328125 20.140625 9.421875 \n",
              "Q 21.96875 7.515625 27.59375 7.515625 \n",
              "L 36.8125 7.515625 \n",
              "L 36.8125 0 \n",
              "L 27.59375 0 \n",
              "Q 17.1875 0 13.234375 3.875 \n",
              "Q 9.28125 7.765625 9.28125 18.015625 \n",
              "L 9.28125 47.703125 \n",
              "L 2.6875 47.703125 \n",
              "L 2.6875 54.6875 \n",
              "L 9.28125 54.6875 \n",
              "L 9.28125 70.21875 \n",
              "z\n",
              "\" id=\"DejaVuSans-116\"/>\n",
              "      <path d=\"M 48.78125 52.59375 \n",
              "L 48.78125 44.1875 \n",
              "Q 44.96875 46.296875 41.140625 47.34375 \n",
              "Q 37.3125 48.390625 33.40625 48.390625 \n",
              "Q 24.65625 48.390625 19.8125 42.84375 \n",
              "Q 14.984375 37.3125 14.984375 27.296875 \n",
              "Q 14.984375 17.28125 19.8125 11.734375 \n",
              "Q 24.65625 6.203125 33.40625 6.203125 \n",
              "Q 37.3125 6.203125 41.140625 7.25 \n",
              "Q 44.96875 8.296875 48.78125 10.40625 \n",
              "L 48.78125 2.09375 \n",
              "Q 45.015625 0.34375 40.984375 -0.53125 \n",
              "Q 36.96875 -1.421875 32.421875 -1.421875 \n",
              "Q 20.0625 -1.421875 12.78125 6.34375 \n",
              "Q 5.515625 14.109375 5.515625 27.296875 \n",
              "Q 5.515625 40.671875 12.859375 48.328125 \n",
              "Q 20.21875 56 33.015625 56 \n",
              "Q 37.15625 56 41.109375 55.140625 \n",
              "Q 45.0625 54.296875 48.78125 52.59375 \n",
              "z\n",
              "\" id=\"DejaVuSans-99\"/>\n",
              "      <path d=\"M 54.890625 33.015625 \n",
              "L 54.890625 0 \n",
              "L 45.90625 0 \n",
              "L 45.90625 32.71875 \n",
              "Q 45.90625 40.484375 42.875 44.328125 \n",
              "Q 39.84375 48.1875 33.796875 48.1875 \n",
              "Q 26.515625 48.1875 22.3125 43.546875 \n",
              "Q 18.109375 38.921875 18.109375 30.90625 \n",
              "L 18.109375 0 \n",
              "L 9.078125 0 \n",
              "L 9.078125 75.984375 \n",
              "L 18.109375 75.984375 \n",
              "L 18.109375 46.1875 \n",
              "Q 21.34375 51.125 25.703125 53.5625 \n",
              "Q 30.078125 56 35.796875 56 \n",
              "Q 45.21875 56 50.046875 50.171875 \n",
              "Q 54.890625 44.34375 54.890625 33.015625 \n",
              "z\n",
              "\" id=\"DejaVuSans-104\"/>\n",
              "     </defs>\n",
              "     <g transform=\"translate(211.226406 335.860562)scale(0.1 -0.1)\">\n",
              "      <use xlink:href=\"#DejaVuSans-109\"/>\n",
              "      <use x=\"97.412109\" xlink:href=\"#DejaVuSans-105\"/>\n",
              "      <use x=\"125.195312\" xlink:href=\"#DejaVuSans-110\"/>\n",
              "      <use x=\"188.574219\" xlink:href=\"#DejaVuSans-105\"/>\n",
              "      <use x=\"216.357422\" xlink:href=\"#DejaVuSans-98\"/>\n",
              "      <use x=\"279.833984\" xlink:href=\"#DejaVuSans-97\"/>\n",
              "      <use x=\"341.113281\" xlink:href=\"#DejaVuSans-116\"/>\n",
              "      <use x=\"380.322266\" xlink:href=\"#DejaVuSans-99\"/>\n",
              "      <use x=\"435.302734\" xlink:href=\"#DejaVuSans-104\"/>\n",
              "     </g>\n",
              "    </g>\n",
              "   </g>\n",
              "   <g id=\"matplotlib.axis_2\">\n",
              "    <g id=\"ytick_1\">\n",
              "     <g id=\"line2d_11\">\n",
              "      <path clip-path=\"url(#p97fa6ed42e)\" d=\"M 57.6 252.69903 \n",
              "L 414.72 252.69903 \n",
              "\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n",
              "     </g>\n",
              "     <g id=\"line2d_12\">\n",
              "      <defs>\n",
              "       <path d=\"M 0 0 \n",
              "L -3.5 0 \n",
              "\" id=\"mfcb80c9b02\" style=\"stroke:#000000;stroke-width:0.8;\"/>\n",
              "      </defs>\n",
              "      <g>\n",
              "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"57.6\" xlink:href=\"#mfcb80c9b02\" y=\"252.69903\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "     <g id=\"text_7\">\n",
              "      <!-- 0.3 -->\n",
              "      <defs>\n",
              "       <path d=\"M 10.6875 12.40625 \n",
              "L 21 12.40625 \n",
              "L 21 0 \n",
              "L 10.6875 0 \n",
              "z\n",
              "\" id=\"DejaVuSans-46\"/>\n",
              "       <path d=\"M 40.578125 39.3125 \n",
              "Q 47.65625 37.796875 51.625 33 \n",
              "Q 55.609375 28.21875 55.609375 21.1875 \n",
              "Q 55.609375 10.40625 48.1875 4.484375 \n",
              "Q 40.765625 -1.421875 27.09375 -1.421875 \n",
              "Q 22.515625 -1.421875 17.65625 -0.515625 \n",
              "Q 12.796875 0.390625 7.625 2.203125 \n",
              "L 7.625 11.71875 \n",
              "Q 11.71875 9.328125 16.59375 8.109375 \n",
              "Q 21.484375 6.890625 26.8125 6.890625 \n",
              "Q 36.078125 6.890625 40.9375 10.546875 \n",
              "Q 45.796875 14.203125 45.796875 21.1875 \n",
              "Q 45.796875 27.640625 41.28125 31.265625 \n",
              "Q 36.765625 34.90625 28.71875 34.90625 \n",
              "L 20.21875 34.90625 \n",
              "L 20.21875 43.015625 \n",
              "L 29.109375 43.015625 \n",
              "Q 36.375 43.015625 40.234375 45.921875 \n",
              "Q 44.09375 48.828125 44.09375 54.296875 \n",
              "Q 44.09375 59.90625 40.109375 62.90625 \n",
              "Q 36.140625 65.921875 28.71875 65.921875 \n",
              "Q 24.65625 65.921875 20.015625 65.03125 \n",
              "Q 15.375 64.15625 9.8125 62.3125 \n",
              "L 9.8125 71.09375 \n",
              "Q 15.4375 72.65625 20.34375 73.4375 \n",
              "Q 25.25 74.21875 29.59375 74.21875 \n",
              "Q 40.828125 74.21875 47.359375 69.109375 \n",
              "Q 53.90625 64.015625 53.90625 55.328125 \n",
              "Q 53.90625 49.265625 50.4375 45.09375 \n",
              "Q 46.96875 40.921875 40.578125 39.3125 \n",
              "z\n",
              "\" id=\"DejaVuSans-51\"/>\n",
              "      </defs>\n",
              "      <g transform=\"translate(34.696875 256.498249)scale(0.1 -0.1)\">\n",
              "       <use xlink:href=\"#DejaVuSans-48\"/>\n",
              "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\n",
              "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-51\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "    </g>\n",
              "    <g id=\"ytick_2\">\n",
              "     <g id=\"line2d_13\">\n",
              "      <path clip-path=\"url(#p97fa6ed42e)\" d=\"M 57.6 193.939592 \n",
              "L 414.72 193.939592 \n",
              "\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n",
              "     </g>\n",
              "     <g id=\"line2d_14\">\n",
              "      <g>\n",
              "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"57.6\" xlink:href=\"#mfcb80c9b02\" y=\"193.939592\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "     <g id=\"text_8\">\n",
              "      <!-- 0.4 -->\n",
              "      <defs>\n",
              "       <path d=\"M 37.796875 64.3125 \n",
              "L 12.890625 25.390625 \n",
              "L 37.796875 25.390625 \n",
              "z\n",
              "M 35.203125 72.90625 \n",
              "L 47.609375 72.90625 \n",
              "L 47.609375 25.390625 \n",
              "L 58.015625 25.390625 \n",
              "L 58.015625 17.1875 \n",
              "L 47.609375 17.1875 \n",
              "L 47.609375 0 \n",
              "L 37.796875 0 \n",
              "L 37.796875 17.1875 \n",
              "L 4.890625 17.1875 \n",
              "L 4.890625 26.703125 \n",
              "z\n",
              "\" id=\"DejaVuSans-52\"/>\n",
              "      </defs>\n",
              "      <g transform=\"translate(34.696875 197.738811)scale(0.1 -0.1)\">\n",
              "       <use xlink:href=\"#DejaVuSans-48\"/>\n",
              "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\n",
              "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-52\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "    </g>\n",
              "    <g id=\"ytick_3\">\n",
              "     <g id=\"line2d_15\">\n",
              "      <path clip-path=\"url(#p97fa6ed42e)\" d=\"M 57.6 135.180155 \n",
              "L 414.72 135.180155 \n",
              "\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n",
              "     </g>\n",
              "     <g id=\"line2d_16\">\n",
              "      <g>\n",
              "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"57.6\" xlink:href=\"#mfcb80c9b02\" y=\"135.180155\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "     <g id=\"text_9\">\n",
              "      <!-- 0.5 -->\n",
              "      <g transform=\"translate(34.696875 138.979374)scale(0.1 -0.1)\">\n",
              "       <use xlink:href=\"#DejaVuSans-48\"/>\n",
              "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\n",
              "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-53\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "    </g>\n",
              "    <g id=\"ytick_4\">\n",
              "     <g id=\"line2d_17\">\n",
              "      <path clip-path=\"url(#p97fa6ed42e)\" d=\"M 57.6 76.420717 \n",
              "L 414.72 76.420717 \n",
              "\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n",
              "     </g>\n",
              "     <g id=\"line2d_18\">\n",
              "      <g>\n",
              "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"57.6\" xlink:href=\"#mfcb80c9b02\" y=\"76.420717\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "     <g id=\"text_10\">\n",
              "      <!-- 0.6 -->\n",
              "      <defs>\n",
              "       <path d=\"M 33.015625 40.375 \n",
              "Q 26.375 40.375 22.484375 35.828125 \n",
              "Q 18.609375 31.296875 18.609375 23.390625 \n",
              "Q 18.609375 15.53125 22.484375 10.953125 \n",
              "Q 26.375 6.390625 33.015625 6.390625 \n",
              "Q 39.65625 6.390625 43.53125 10.953125 \n",
              "Q 47.40625 15.53125 47.40625 23.390625 \n",
              "Q 47.40625 31.296875 43.53125 35.828125 \n",
              "Q 39.65625 40.375 33.015625 40.375 \n",
              "z\n",
              "M 52.59375 71.296875 \n",
              "L 52.59375 62.3125 \n",
              "Q 48.875 64.0625 45.09375 64.984375 \n",
              "Q 41.3125 65.921875 37.59375 65.921875 \n",
              "Q 27.828125 65.921875 22.671875 59.328125 \n",
              "Q 17.53125 52.734375 16.796875 39.40625 \n",
              "Q 19.671875 43.65625 24.015625 45.921875 \n",
              "Q 28.375 48.1875 33.59375 48.1875 \n",
              "Q 44.578125 48.1875 50.953125 41.515625 \n",
              "Q 57.328125 34.859375 57.328125 23.390625 \n",
              "Q 57.328125 12.15625 50.6875 5.359375 \n",
              "Q 44.046875 -1.421875 33.015625 -1.421875 \n",
              "Q 20.359375 -1.421875 13.671875 8.265625 \n",
              "Q 6.984375 17.96875 6.984375 36.375 \n",
              "Q 6.984375 53.65625 15.1875 63.9375 \n",
              "Q 23.390625 74.21875 37.203125 74.21875 \n",
              "Q 40.921875 74.21875 44.703125 73.484375 \n",
              "Q 48.484375 72.75 52.59375 71.296875 \n",
              "z\n",
              "\" id=\"DejaVuSans-54\"/>\n",
              "      </defs>\n",
              "      <g transform=\"translate(34.696875 80.219936)scale(0.1 -0.1)\">\n",
              "       <use xlink:href=\"#DejaVuSans-48\"/>\n",
              "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\n",
              "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-54\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "    </g>\n",
              "    <g id=\"text_11\">\n",
              "     <!-- training loss -->\n",
              "     <defs>\n",
              "      <path d=\"M 41.109375 46.296875 \n",
              "Q 39.59375 47.171875 37.8125 47.578125 \n",
              "Q 36.03125 48 33.890625 48 \n",
              "Q 26.265625 48 22.1875 43.046875 \n",
              "Q 18.109375 38.09375 18.109375 28.8125 \n",
              "L 18.109375 0 \n",
              "L 9.078125 0 \n",
              "L 9.078125 54.6875 \n",
              "L 18.109375 54.6875 \n",
              "L 18.109375 46.1875 \n",
              "Q 20.953125 51.171875 25.484375 53.578125 \n",
              "Q 30.03125 56 36.53125 56 \n",
              "Q 37.453125 56 38.578125 55.875 \n",
              "Q 39.703125 55.765625 41.0625 55.515625 \n",
              "z\n",
              "\" id=\"DejaVuSans-114\"/>\n",
              "      <path d=\"M 45.40625 27.984375 \n",
              "Q 45.40625 37.75 41.375 43.109375 \n",
              "Q 37.359375 48.484375 30.078125 48.484375 \n",
              "Q 22.859375 48.484375 18.828125 43.109375 \n",
              "Q 14.796875 37.75 14.796875 27.984375 \n",
              "Q 14.796875 18.265625 18.828125 12.890625 \n",
              "Q 22.859375 7.515625 30.078125 7.515625 \n",
              "Q 37.359375 7.515625 41.375 12.890625 \n",
              "Q 45.40625 18.265625 45.40625 27.984375 \n",
              "z\n",
              "M 54.390625 6.78125 \n",
              "Q 54.390625 -7.171875 48.1875 -13.984375 \n",
              "Q 42 -20.796875 29.203125 -20.796875 \n",
              "Q 24.46875 -20.796875 20.265625 -20.09375 \n",
              "Q 16.0625 -19.390625 12.109375 -17.921875 \n",
              "L 12.109375 -9.1875 \n",
              "Q 16.0625 -11.328125 19.921875 -12.34375 \n",
              "Q 23.78125 -13.375 27.78125 -13.375 \n",
              "Q 36.625 -13.375 41.015625 -8.765625 \n",
              "Q 45.40625 -4.15625 45.40625 5.171875 \n",
              "L 45.40625 9.625 \n",
              "Q 42.625 4.78125 38.28125 2.390625 \n",
              "Q 33.9375 0 27.875 0 \n",
              "Q 17.828125 0 11.671875 7.65625 \n",
              "Q 5.515625 15.328125 5.515625 27.984375 \n",
              "Q 5.515625 40.671875 11.671875 48.328125 \n",
              "Q 17.828125 56 27.875 56 \n",
              "Q 33.9375 56 38.28125 53.609375 \n",
              "Q 42.625 51.21875 45.40625 46.390625 \n",
              "L 45.40625 54.6875 \n",
              "L 54.390625 54.6875 \n",
              "z\n",
              "\" id=\"DejaVuSans-103\"/>\n",
              "      <path id=\"DejaVuSans-32\"/>\n",
              "      <path d=\"M 9.421875 75.984375 \n",
              "L 18.40625 75.984375 \n",
              "L 18.40625 0 \n",
              "L 9.421875 0 \n",
              "z\n",
              "\" id=\"DejaVuSans-108\"/>\n",
              "      <path d=\"M 30.609375 48.390625 \n",
              "Q 23.390625 48.390625 19.1875 42.75 \n",
              "Q 14.984375 37.109375 14.984375 27.296875 \n",
              "Q 14.984375 17.484375 19.15625 11.84375 \n",
              "Q 23.34375 6.203125 30.609375 6.203125 \n",
              "Q 37.796875 6.203125 41.984375 11.859375 \n",
              "Q 46.1875 17.53125 46.1875 27.296875 \n",
              "Q 46.1875 37.015625 41.984375 42.703125 \n",
              "Q 37.796875 48.390625 30.609375 48.390625 \n",
              "z\n",
              "M 30.609375 56 \n",
              "Q 42.328125 56 49.015625 48.375 \n",
              "Q 55.71875 40.765625 55.71875 27.296875 \n",
              "Q 55.71875 13.875 49.015625 6.21875 \n",
              "Q 42.328125 -1.421875 30.609375 -1.421875 \n",
              "Q 18.84375 -1.421875 12.171875 6.21875 \n",
              "Q 5.515625 13.875 5.515625 27.296875 \n",
              "Q 5.515625 40.765625 12.171875 48.375 \n",
              "Q 18.84375 56 30.609375 56 \n",
              "z\n",
              "\" id=\"DejaVuSans-111\"/>\n",
              "      <path d=\"M 44.28125 53.078125 \n",
              "L 44.28125 44.578125 \n",
              "Q 40.484375 46.53125 36.375 47.5 \n",
              "Q 32.28125 48.484375 27.875 48.484375 \n",
              "Q 21.1875 48.484375 17.84375 46.4375 \n",
              "Q 14.5 44.390625 14.5 40.28125 \n",
              "Q 14.5 37.15625 16.890625 35.375 \n",
              "Q 19.28125 33.59375 26.515625 31.984375 \n",
              "L 29.59375 31.296875 \n",
              "Q 39.15625 29.25 43.1875 25.515625 \n",
              "Q 47.21875 21.78125 47.21875 15.09375 \n",
              "Q 47.21875 7.46875 41.1875 3.015625 \n",
              "Q 35.15625 -1.421875 24.609375 -1.421875 \n",
              "Q 20.21875 -1.421875 15.453125 -0.5625 \n",
              "Q 10.6875 0.296875 5.421875 2 \n",
              "L 5.421875 11.28125 \n",
              "Q 10.40625 8.6875 15.234375 7.390625 \n",
              "Q 20.0625 6.109375 24.8125 6.109375 \n",
              "Q 31.15625 6.109375 34.5625 8.28125 \n",
              "Q 37.984375 10.453125 37.984375 14.40625 \n",
              "Q 37.984375 18.0625 35.515625 20.015625 \n",
              "Q 33.0625 21.96875 24.703125 23.78125 \n",
              "L 21.578125 24.515625 \n",
              "Q 13.234375 26.265625 9.515625 29.90625 \n",
              "Q 5.8125 33.546875 5.8125 39.890625 \n",
              "Q 5.8125 47.609375 11.28125 51.796875 \n",
              "Q 16.75 56 26.8125 56 \n",
              "Q 31.78125 56 36.171875 55.265625 \n",
              "Q 40.578125 54.546875 44.28125 53.078125 \n",
              "z\n",
              "\" id=\"DejaVuSans-115\"/>\n",
              "     </defs>\n",
              "     <g transform=\"translate(28.617187 205.144406)rotate(-90)scale(0.1 -0.1)\">\n",
              "      <use xlink:href=\"#DejaVuSans-116\"/>\n",
              "      <use x=\"39.208984\" xlink:href=\"#DejaVuSans-114\"/>\n",
              "      <use x=\"80.322266\" xlink:href=\"#DejaVuSans-97\"/>\n",
              "      <use x=\"141.601562\" xlink:href=\"#DejaVuSans-105\"/>\n",
              "      <use x=\"169.384766\" xlink:href=\"#DejaVuSans-110\"/>\n",
              "      <use x=\"232.763672\" xlink:href=\"#DejaVuSans-105\"/>\n",
              "      <use x=\"260.546875\" xlink:href=\"#DejaVuSans-110\"/>\n",
              "      <use x=\"323.925781\" xlink:href=\"#DejaVuSans-103\"/>\n",
              "      <use x=\"387.402344\" xlink:href=\"#DejaVuSans-32\"/>\n",
              "      <use x=\"419.189453\" xlink:href=\"#DejaVuSans-108\"/>\n",
              "      <use x=\"446.972656\" xlink:href=\"#DejaVuSans-111\"/>\n",
              "      <use x=\"508.154297\" xlink:href=\"#DejaVuSans-115\"/>\n",
              "      <use x=\"560.253906\" xlink:href=\"#DejaVuSans-115\"/>\n",
              "     </g>\n",
              "    </g>\n",
              "   </g>\n",
              "   <g id=\"line2d_19\">\n",
              "    <path clip-path=\"url(#p97fa6ed42e)\" d=\"M 73.832727 101.071681 \n",
              "L 73.970937 108.265723 \n",
              "L 74.385566 142.208046 \n",
              "L 74.523776 114.887413 \n",
              "L 74.661985 129.947631 \n",
              "L 74.800195 114.329036 \n",
              "L 74.938405 155.370488 \n",
              "L 75.076614 149.180163 \n",
              "L 75.214824 137.834662 \n",
              "L 75.353034 91.229173 \n",
              "L 75.491243 139.623901 \n",
              "L 75.629453 87.290727 \n",
              "L 75.767663 91.467647 \n",
              "L 75.905873 141.191809 \n",
              "L 76.044082 139.742507 \n",
              "L 76.182292 129.802144 \n",
              "L 76.320502 84.688211 \n",
              "L 76.458711 83.668927 \n",
              "L 76.596921 144.222257 \n",
              "L 76.735131 109.239092 \n",
              "L 76.87334 134.991694 \n",
              "L 77.01155 65.38474 \n",
              "L 77.14976 88.899595 \n",
              "L 77.287969 162.992445 \n",
              "L 77.426179 146.67221 \n",
              "L 77.702598 164.191365 \n",
              "L 77.840808 148.834255 \n",
              "L 77.979018 98.450953 \n",
              "L 78.117227 90.463177 \n",
              "L 78.255437 152.194938 \n",
              "L 78.393647 74.469728 \n",
              "L 78.670066 135.603657 \n",
              "L 78.808276 141.442418 \n",
              "L 78.946486 93.588206 \n",
              "L 79.084695 109.294044 \n",
              "L 79.222905 104.100816 \n",
              "L 79.361115 126.991835 \n",
              "L 79.499324 117.82885 \n",
              "L 79.637534 123.622868 \n",
              "L 79.775744 105.882454 \n",
              "L 80.052163 129.441894 \n",
              "L 80.190373 101.473784 \n",
              "L 80.466792 135.375253 \n",
              "L 80.881421 83.95927 \n",
              "L 81.15784 141.204137 \n",
              "L 81.29605 150.377594 \n",
              "L 81.43426 106.661268 \n",
              "L 81.57247 146.211899 \n",
              "L 81.710679 108.242993 \n",
              "L 81.848889 154.134601 \n",
              "L 82.125308 130.823355 \n",
              "L 82.263518 77.199097 \n",
              "L 82.401728 181.639667 \n",
              "L 82.539937 91.665844 \n",
              "L 82.678147 123.455527 \n",
              "L 82.816357 123.396653 \n",
              "L 82.954566 111.738604 \n",
              "L 83.092776 154.598626 \n",
              "L 83.230986 82.27167 \n",
              "L 83.369195 179.292314 \n",
              "L 83.645615 140.877929 \n",
              "L 83.783824 143.517639 \n",
              "L 84.060244 74.77366 \n",
              "L 84.198454 157.487842 \n",
              "L 84.474873 109.393965 \n",
              "L 84.613083 126.661214 \n",
              "L 84.751292 105.056428 \n",
              "L 84.889502 150.178784 \n",
              "L 85.027712 96.470698 \n",
              "L 85.165921 156.932495 \n",
              "L 85.71876 87.788829 \n",
              "L 85.85697 139.512684 \n",
              "L 85.995179 68.787994 \n",
              "L 86.133389 154.112344 \n",
              "L 86.271599 156.667981 \n",
              "L 86.409808 112.421944 \n",
              "L 86.686228 164.833676 \n",
              "L 86.824437 114.569051 \n",
              "L 86.962647 157.444921 \n",
              "L 87.100857 106.683683 \n",
              "L 87.377276 130.399292 \n",
              "L 87.515486 120.305982 \n",
              "L 87.653696 130.165546 \n",
              "L 87.930115 122.604599 \n",
              "L 88.068325 120.127538 \n",
              "L 88.206534 101.271069 \n",
              "L 88.344744 194.656482 \n",
              "L 88.759373 62.422639 \n",
              "L 89.174002 160.598792 \n",
              "L 89.312212 145.867742 \n",
              "L 89.450421 149.920469 \n",
              "L 89.726841 90.900409 \n",
              "L 90.00326 147.917028 \n",
              "L 90.14147 97.264362 \n",
              "L 90.27968 101.613948 \n",
              "L 90.417889 159.672862 \n",
              "L 90.970728 90.148142 \n",
              "L 91.108938 151.594813 \n",
              "L 91.247147 94.605284 \n",
              "L 91.385357 153.629214 \n",
              "L 91.523567 132.121951 \n",
              "L 91.661776 128.769515 \n",
              "L 91.938196 139.835407 \n",
              "L 92.076405 92.564018 \n",
              "L 92.214615 125.669563 \n",
              "L 92.352825 124.573122 \n",
              "L 92.491034 120.047895 \n",
              "L 92.629244 139.84362 \n",
              "L 92.905664 72.673135 \n",
              "L 93.182083 184.860537 \n",
              "L 93.320293 155.90505 \n",
              "L 93.458502 86.879763 \n",
              "L 93.596712 87.717801 \n",
              "L 93.734922 138.859306 \n",
              "L 94.011341 107.61611 \n",
              "L 94.149551 130.805528 \n",
              "L 94.28776 186.847009 \n",
              "L 94.42597 53.568 \n",
              "L 94.56418 174.033645 \n",
              "L 94.702389 132.822348 \n",
              "L 94.840599 135.758215 \n",
              "L 94.978809 125.725846 \n",
              "L 95.117018 71.675669 \n",
              "L 95.255228 75.677123 \n",
              "L 95.393438 149.658809 \n",
              "L 95.531648 133.542988 \n",
              "L 95.808067 175.71678 \n",
              "L 95.946277 135.096729 \n",
              "L 96.084486 179.333677 \n",
              "L 96.222696 177.557135 \n",
              "L 96.499115 84.186362 \n",
              "L 96.637325 115.854723 \n",
              "L 96.775535 111.866229 \n",
              "L 96.913744 75.633659 \n",
              "L 97.190164 147.029571 \n",
              "L 97.466583 110.508584 \n",
              "L 97.604793 86.652951 \n",
              "L 97.743002 123.743139 \n",
              "L 97.881212 90.320107 \n",
              "L 98.019422 134.476641 \n",
              "L 98.157631 81.913766 \n",
              "L 98.295841 134.694206 \n",
              "L 98.434051 85.847274 \n",
              "L 98.572261 127.796496 \n",
              "L 98.71047 117.549293 \n",
              "L 98.84868 157.739065 \n",
              "L 98.98689 147.691933 \n",
              "L 99.125099 94.42642 \n",
              "L 99.263309 158.383845 \n",
              "L 99.539728 106.39432 \n",
              "L 99.677938 151.39595 \n",
              "L 99.816148 111.662953 \n",
              "L 99.954357 141.77479 \n",
              "L 100.092567 77.407942 \n",
              "L 100.368986 146.952555 \n",
              "L 100.507196 122.241372 \n",
              "L 100.645406 62.167915 \n",
              "L 100.783615 93.008639 \n",
              "L 100.921825 78.853881 \n",
              "L 101.198245 122.424299 \n",
              "L 101.336454 63.536872 \n",
              "L 101.612874 148.316557 \n",
              "L 101.889293 110.751611 \n",
              "L 102.027503 167.323468 \n",
              "L 102.303922 124.797797 \n",
              "L 102.442132 118.591553 \n",
              "L 102.580341 60.101291 \n",
              "L 102.856761 162.845575 \n",
              "L 102.99497 67.187322 \n",
              "L 103.13318 147.386179 \n",
              "L 103.27139 161.264673 \n",
              "L 103.409599 111.441886 \n",
              "L 103.686019 147.127952 \n",
              "L 103.824228 107.770563 \n",
              "L 103.962438 131.864284 \n",
              "L 104.100648 124.305439 \n",
              "L 104.238858 180.008017 \n",
              "L 104.377067 65.469811 \n",
              "L 104.653487 168.880799 \n",
              "L 104.791696 77.786369 \n",
              "L 104.929906 112.216392 \n",
              "L 105.068116 74.622254 \n",
              "L 105.344535 120.52078 \n",
              "L 105.482745 72.525371 \n",
              "L 105.620954 130.796807 \n",
              "L 106.035583 112.281466 \n",
              "L 106.173793 119.432324 \n",
              "L 106.450212 230.943601 \n",
              "L 106.588422 145.167887 \n",
              "L 106.726632 160.68924 \n",
              "L 106.864842 192.679186 \n",
              "L 107.003051 171.561977 \n",
              "L 107.141261 203.268585 \n",
              "L 107.279471 148.305875 \n",
              "L 107.41768 170.545319 \n",
              "L 107.55589 164.498625 \n",
              "L 107.6941 174.688985 \n",
              "L 107.832309 125.353617 \n",
              "L 108.108729 221.875792 \n",
              "L 108.385148 151.296694 \n",
              "L 108.523358 160.607513 \n",
              "L 108.661567 186.376488 \n",
              "L 108.799777 102.642163 \n",
              "L 108.937987 110.410623 \n",
              "L 109.076196 186.694921 \n",
              "L 109.214406 180.610471 \n",
              "L 109.352616 180.197388 \n",
              "L 109.629035 210.599323 \n",
              "L 109.767245 126.736795 \n",
              "L 109.905455 159.720476 \n",
              "L 110.043664 154.028936 \n",
              "L 110.181874 184.446421 \n",
              "L 110.320084 174.436396 \n",
              "L 110.458293 111.848017 \n",
              "L 110.734713 193.242852 \n",
              "L 110.872922 111.003253 \n",
              "L 111.011132 95.033445 \n",
              "L 111.149342 120.672711 \n",
              "L 111.287551 183.640201 \n",
              "L 111.563971 146.754831 \n",
              "L 111.70218 109.865905 \n",
              "L 111.84039 186.189936 \n",
              "L 111.9786 135.80231 \n",
              "L 112.116809 178.276515 \n",
              "L 112.255019 142.128963 \n",
              "L 112.393229 142.65687 \n",
              "L 112.669648 136.388373 \n",
              "L 112.946068 162.784442 \n",
              "L 113.084277 107.320723 \n",
              "L 113.360697 145.826589 \n",
              "L 113.637116 103.817092 \n",
              "L 113.913535 200.641728 \n",
              "L 114.189955 119.952911 \n",
              "L 114.466374 183.31979 \n",
              "L 114.742793 154.750995 \n",
              "L 114.881003 198.105319 \n",
              "L 115.019213 146.549331 \n",
              "L 115.295632 172.149774 \n",
              "L 115.433842 170.168818 \n",
              "L 115.572052 138.908373 \n",
              "L 115.710261 148.1596 \n",
              "L 115.848471 171.294732 \n",
              "L 115.986681 162.522099 \n",
              "L 116.12489 170.831775 \n",
              "L 116.2631 161.932359 \n",
              "L 116.40131 204.214898 \n",
              "L 116.539519 202.163002 \n",
              "L 116.677729 135.966832 \n",
              "L 116.815939 173.962268 \n",
              "L 116.954148 111.984538 \n",
              "L 117.092358 154.818082 \n",
              "L 117.230568 126.545988 \n",
              "L 117.368777 171.941665 \n",
              "L 117.645197 117.927055 \n",
              "L 117.783406 178.478056 \n",
              "L 117.921616 133.521344 \n",
              "L 118.198036 223.108894 \n",
              "L 118.474455 146.996176 \n",
              "L 118.612665 107.454827 \n",
              "L 118.889084 166.014803 \n",
              "L 119.027294 146.185719 \n",
              "L 119.165503 148.470625 \n",
              "L 119.303713 198.872173 \n",
              "L 119.441923 207.110086 \n",
              "L 119.580132 130.228588 \n",
              "L 119.856552 187.524204 \n",
              "L 119.994761 153.440561 \n",
              "L 120.132971 175.210027 \n",
              "L 120.271181 154.63794 \n",
              "L 120.5476 176.029346 \n",
              "L 120.68581 144.986887 \n",
              "L 120.962229 181.85739 \n",
              "L 121.100439 190.781253 \n",
              "L 121.376858 123.815287 \n",
              "L 121.515068 202.18526 \n",
              "L 121.653278 122.866049 \n",
              "L 121.929697 167.49496 \n",
              "L 122.067907 115.039345 \n",
              "L 122.206116 173.765226 \n",
              "L 122.344326 158.348401 \n",
              "L 122.482536 185.803051 \n",
              "L 122.620745 187.532119 \n",
              "L 122.758955 152.987587 \n",
              "L 122.897165 231.68748 \n",
              "L 123.035374 200.275891 \n",
              "L 123.173584 130.744412 \n",
              "L 123.311794 193.077016 \n",
              "L 123.588213 128.620946 \n",
              "L 123.864633 184.044826 \n",
              "L 124.002842 155.375339 \n",
              "L 124.141052 192.070182 \n",
              "L 124.417471 145.987294 \n",
              "L 124.555681 213.119726 \n",
              "L 124.693891 161.832402 \n",
              "L 124.8321 172.345677 \n",
              "L 124.97031 211.367823 \n",
              "L 125.384939 174.379256 \n",
              "L 125.523149 129.42834 \n",
              "L 125.661358 169.854904 \n",
              "L 125.799568 163.979544 \n",
              "L 125.937778 183.347318 \n",
              "L 126.214197 114.390712 \n",
              "L 126.352407 195.414667 \n",
              "L 126.490617 195.054347 \n",
              "L 126.628826 206.211702 \n",
              "L 126.767036 166.514937 \n",
              "L 127.043455 188.328988 \n",
              "L 127.181665 156.359232 \n",
              "L 127.319875 152.633693 \n",
              "L 127.458084 131.925855 \n",
              "L 127.596294 215.069616 \n",
              "L 127.734504 201.926104 \n",
              "L 127.872713 124.94472 \n",
              "L 128.010923 180.161419 \n",
              "L 128.149133 140.490133 \n",
              "L 128.287342 207.744569 \n",
              "L 128.425552 181.432434 \n",
              "L 128.563762 190.684501 \n",
              "L 128.701971 175.205702 \n",
              "L 128.840181 179.877712 \n",
              "L 128.978391 136.489696 \n",
              "L 129.1166 154.261176 \n",
              "L 129.25481 193.092794 \n",
              "L 129.39302 132.0387 \n",
              "L 129.53123 157.80631 \n",
              "L 129.669439 153.321096 \n",
              "L 129.807649 203.56877 \n",
              "L 129.945859 203.267674 \n",
              "L 130.222278 114.532487 \n",
              "L 130.360488 175.077044 \n",
              "L 130.498697 180.340003 \n",
              "L 130.636907 120.041625 \n",
              "L 130.913326 177.942514 \n",
              "L 131.051536 132.625481 \n",
              "L 131.189746 131.21404 \n",
              "L 131.327955 185.241889 \n",
              "L 131.466165 158.934062 \n",
              "L 131.604375 216.220378 \n",
              "L 131.742584 188.957307 \n",
              "L 131.880794 195.109491 \n",
              "L 132.019004 160.95582 \n",
              "L 132.157214 186.984966 \n",
              "L 132.295423 190.283308 \n",
              "L 132.571843 105.719875 \n",
              "L 132.848262 174.18999 \n",
              "L 132.986472 133.255587 \n",
              "L 133.262891 171.256941 \n",
              "L 133.401101 171.682598 \n",
              "L 133.53931 138.290299 \n",
              "L 133.67752 147.168842 \n",
              "L 133.81573 145.231595 \n",
              "L 133.953939 192.543803 \n",
              "L 134.092149 175.506132 \n",
              "L 134.230359 205.46581 \n",
              "L 134.368568 177.029981 \n",
              "L 134.506778 202.680542 \n",
              "L 134.644988 192.836371 \n",
              "L 134.783197 161.408234 \n",
              "L 134.921407 174.368486 \n",
              "L 135.059617 98.600083 \n",
              "L 135.197827 203.170782 \n",
              "L 135.336036 187.337617 \n",
              "L 135.474246 187.725255 \n",
              "L 135.612456 150.074134 \n",
              "L 135.750665 182.014557 \n",
              "L 135.888875 171.102891 \n",
              "L 136.027085 143.843427 \n",
              "L 136.165294 143.42164 \n",
              "L 136.441714 198.980045 \n",
              "L 136.579923 162.410988 \n",
              "L 136.718133 190.677339 \n",
              "L 136.856343 136.122738 \n",
              "L 136.994552 224.366198 \n",
              "L 137.132762 162.97299 \n",
              "L 137.270972 177.923006 \n",
              "L 137.409181 179.970944 \n",
              "L 137.547391 170.390726 \n",
              "L 137.685601 118.904662 \n",
              "L 137.823811 170.558996 \n",
              "L 137.96202 159.990226 \n",
              "L 138.23844 156.25122 \n",
              "L 138.376649 125.410881 \n",
              "L 138.514859 175.781416 \n",
              "L 138.653069 137.936353 \n",
              "L 138.929488 200.106904 \n",
              "L 139.067698 194.251017 \n",
              "L 139.205907 216.947131 \n",
              "L 139.344117 167.996074 \n",
              "L 139.620536 148.787393 \n",
              "L 139.896956 241.246894 \n",
              "L 140.035165 192.593869 \n",
              "L 140.173375 228.669815 \n",
              "L 140.311585 206.148923 \n",
              "L 140.449794 208.497028 \n",
              "L 140.588004 137.073973 \n",
              "L 140.726214 193.680976 \n",
              "L 140.864424 141.390216 \n",
              "L 141.002633 170.365842 \n",
              "L 141.140843 168.144766 \n",
              "L 141.417262 211.38185 \n",
              "L 141.555472 164.388406 \n",
              "L 141.693682 167.773921 \n",
              "L 141.970101 123.329408 \n",
              "L 142.108311 193.489329 \n",
              "L 142.38473 140.375484 \n",
              "L 142.52294 217.308572 \n",
              "L 142.661149 219.632441 \n",
              "L 142.799359 206.276128 \n",
              "L 142.937569 138.833213 \n",
              "L 143.075778 217.865215 \n",
              "L 143.213988 190.795647 \n",
              "L 143.352198 126.232669 \n",
              "L 143.628617 208.984904 \n",
              "L 143.766827 125.999658 \n",
              "L 143.905037 129.097334 \n",
              "L 144.181456 206.709542 \n",
              "L 144.319666 197.670784 \n",
              "L 144.457875 180.491759 \n",
              "L 144.596085 203.276587 \n",
              "L 144.734295 170.303991 \n",
              "L 144.872504 163.902212 \n",
              "L 145.148924 222.623768 \n",
              "L 145.287133 174.743254 \n",
              "L 145.425343 183.360365 \n",
              "L 145.563553 165.589515 \n",
              "L 145.839972 198.79584 \n",
              "L 145.978182 207.640165 \n",
              "L 146.116392 188.788004 \n",
              "L 146.254601 190.342778 \n",
              "L 146.531021 216.167125 \n",
              "L 146.66923 185.673587 \n",
              "L 146.80744 196.498413 \n",
              "L 146.94565 149.506178 \n",
              "L 147.083859 210.491031 \n",
              "L 147.222069 169.764158 \n",
              "L 147.498488 214.683764 \n",
              "L 147.636698 184.921548 \n",
              "L 147.774908 228.10396 \n",
              "L 147.913117 204.011535 \n",
              "L 148.051327 221.841504 \n",
              "L 148.189537 175.980331 \n",
              "L 148.327746 197.166238 \n",
              "L 148.465956 166.974391 \n",
              "L 148.604166 221.017107 \n",
              "L 148.742375 174.394859 \n",
              "L 148.880585 171.114536 \n",
              "L 149.018795 186.959137 \n",
              "L 149.157005 127.654337 \n",
              "L 149.295214 200.182747 \n",
              "L 149.433424 156.121792 \n",
              "L 149.571634 223.814019 \n",
              "L 149.709843 139.878188 \n",
              "L 149.986263 180.944016 \n",
              "L 150.124472 174.131238 \n",
              "L 150.262682 219.917601 \n",
              "L 150.400892 159.356689 \n",
              "L 150.539101 165.084636 \n",
              "L 150.677311 215.719527 \n",
              "L 150.815521 166.377383 \n",
              "L 151.09194 229.272094 \n",
              "L 151.23015 197.468507 \n",
              "L 151.506569 208.83334 \n",
              "L 151.782989 132.57876 \n",
              "L 151.921198 198.273711 \n",
              "L 152.059408 176.705595 \n",
              "L 152.197618 187.805336 \n",
              "L 152.335827 177.039875 \n",
              "L 152.474037 190.395733 \n",
              "L 152.612247 187.800258 \n",
              "L 152.750456 146.092556 \n",
              "L 152.888666 183.915397 \n",
              "L 153.026876 252.173042 \n",
              "L 153.165085 189.326068 \n",
              "L 153.303295 181.540148 \n",
              "L 153.441505 166.249407 \n",
              "L 153.579714 187.273787 \n",
              "L 153.717924 186.207028 \n",
              "L 153.994343 214.255446 \n",
              "L 154.132553 206.208392 \n",
              "L 154.270763 188.280796 \n",
              "L 154.408972 201.170493 \n",
              "L 154.547182 198.442612 \n",
              "L 154.685392 153.328556 \n",
              "L 154.823602 203.203073 \n",
              "L 155.238231 157.146943 \n",
              "L 155.37644 154.975775 \n",
              "L 155.51465 183.35364 \n",
              "L 155.791069 143.017488 \n",
              "L 155.929279 226.868546 \n",
              "L 156.067489 171.737567 \n",
              "L 156.205698 228.551313 \n",
              "L 156.482118 155.989473 \n",
              "L 156.620327 155.251339 \n",
              "L 156.758537 246.183103 \n",
              "L 156.896747 160.444672 \n",
              "L 157.034956 150.558122 \n",
              "L 157.173166 201.251117 \n",
              "L 157.311376 173.902851 \n",
              "L 157.449586 172.948447 \n",
              "L 157.587795 146.133201 \n",
              "L 157.726005 192.337323 \n",
              "L 157.864215 171.728128 \n",
              "L 158.002424 113.920804 \n",
              "L 158.417053 249.879765 \n",
              "L 158.555263 183.973466 \n",
              "L 158.831682 218.601441 \n",
              "L 158.969892 206.29828 \n",
              "L 159.108102 147.053072 \n",
              "L 159.246311 213.60515 \n",
              "L 159.384521 223.142622 \n",
              "L 159.522731 202.085408 \n",
              "L 159.66094 144.428825 \n",
              "L 159.79915 196.845932 \n",
              "L 159.93736 192.830469 \n",
              "L 160.075569 192.074753 \n",
              "L 160.213779 163.663826 \n",
              "L 160.351989 177.072184 \n",
              "L 160.490199 148.345994 \n",
              "L 160.766618 166.449986 \n",
              "L 160.904828 226.914935 \n",
              "L 161.043037 189.087086 \n",
              "L 161.181247 231.33511 \n",
              "L 161.319457 127.586847 \n",
              "L 161.457666 202.207762 \n",
              "L 161.595876 158.866029 \n",
              "L 161.734086 155.161381 \n",
              "L 161.872295 183.930072 \n",
              "L 162.010505 178.415837 \n",
              "L 162.148715 186.185891 \n",
              "L 162.425134 174.691944 \n",
              "L 162.563344 184.280516 \n",
              "L 162.701553 203.470004 \n",
              "L 162.977973 125.683748 \n",
              "L 163.116183 175.0979 \n",
              "L 163.254392 163.450253 \n",
              "L 163.392602 212.813657 \n",
              "L 163.530812 163.663651 \n",
              "L 163.807231 221.368496 \n",
              "L 163.945441 183.193268 \n",
              "L 164.08365 193.561932 \n",
              "L 164.36007 141.603491 \n",
              "L 164.636489 203.513345 \n",
              "L 164.774699 197.518468 \n",
              "L 164.912908 216.09566 \n",
              "L 165.051118 200.439923 \n",
              "L 165.189328 234.436638 \n",
              "L 165.327537 145.2469 \n",
              "L 165.465747 215.89671 \n",
              "L 165.603957 202.271189 \n",
              "L 165.742166 165.277106 \n",
              "L 165.880376 229.415445 \n",
              "L 166.018586 144.719221 \n",
              "L 166.156796 185.503689 \n",
              "L 166.295005 165.127259 \n",
              "L 166.433215 179.272123 \n",
              "L 166.571425 178.514603 \n",
              "L 166.847844 217.700465 \n",
              "L 166.986054 150.097424 \n",
              "L 167.124263 146.841776 \n",
              "L 167.262473 226.63818 \n",
              "L 167.400683 152.733229 \n",
              "L 167.538892 211.020356 \n",
              "L 167.677102 187.10711 \n",
              "L 167.815312 191.123063 \n",
              "L 167.953521 169.581196 \n",
              "L 168.091731 125.456971 \n",
              "L 168.229941 125.227779 \n",
              "L 168.50636 217.626286 \n",
              "L 168.78278 143.866857 \n",
              "L 168.920989 192.83961 \n",
              "L 169.059199 153.49117 \n",
              "L 169.335618 197.66856 \n",
              "L 169.473828 198.72898 \n",
              "L 169.612038 170.48993 \n",
              "L 169.750247 193.838459 \n",
              "L 169.888457 194.891874 \n",
              "L 170.026667 154.022649 \n",
              "L 170.164876 210.751394 \n",
              "L 170.303086 144.885161 \n",
              "L 170.441296 238.013503 \n",
              "L 170.579505 221.885056 \n",
              "L 170.717715 183.287253 \n",
              "L 170.855925 193.029997 \n",
              "L 171.132344 180.638332 \n",
              "L 171.270554 150.840602 \n",
              "L 171.546973 200.943034 \n",
              "L 171.685183 198.705917 \n",
              "L 171.823393 213.212853 \n",
              "L 171.961602 213.977168 \n",
              "L 172.099812 158.83752 \n",
              "L 172.238022 174.670913 \n",
              "L 172.376231 122.160083 \n",
              "L 172.79086 235.911454 \n",
              "L 172.92907 161.383875 \n",
              "L 173.205489 187.164741 \n",
              "L 173.343699 213.677928 \n",
              "L 173.481909 218.247653 \n",
              "L 173.620118 218.690663 \n",
              "L 173.758328 222.021524 \n",
              "L 173.896538 255.154072 \n",
              "L 174.034747 224.329949 \n",
              "L 174.172957 226.167326 \n",
              "L 174.449377 239.27613 \n",
              "L 174.587586 139.568546 \n",
              "L 174.864006 191.289091 \n",
              "L 175.002215 203.941891 \n",
              "L 175.140425 233.074947 \n",
              "L 175.278635 187.30881 \n",
              "L 175.416844 232.272352 \n",
              "L 175.555054 170.493835 \n",
              "L 175.693264 223.114165 \n",
              "L 175.969683 166.651791 \n",
              "L 176.107893 160.067645 \n",
              "L 176.246102 206.916319 \n",
              "L 176.384312 181.607078 \n",
              "L 176.522522 216.262091 \n",
              "L 176.660731 196.623779 \n",
              "L 176.798941 156.794555 \n",
              "L 176.937151 230.63466 \n",
              "L 177.075361 199.02181 \n",
              "L 177.35178 216.058886 \n",
              "L 177.766409 137.199794 \n",
              "L 177.904619 238.703621 \n",
              "L 178.181038 138.563901 \n",
              "L 178.457457 192.103157 \n",
              "L 178.595667 225.954559 \n",
              "L 178.733877 150.746775 \n",
              "L 178.872086 215.531802 \n",
              "L 179.010296 165.703954 \n",
              "L 179.148506 217.014375 \n",
              "L 179.286715 180.627142 \n",
              "L 179.424925 243.671858 \n",
              "L 179.563135 211.699371 \n",
              "L 179.701344 237.882305 \n",
              "L 179.977764 177.271432 \n",
              "L 180.392393 199.671861 \n",
              "L 180.530603 199.247904 \n",
              "L 180.668812 223.225785 \n",
              "L 180.807022 189.44935 \n",
              "L 180.945232 187.960962 \n",
              "L 181.083441 262.639929 \n",
              "L 181.221651 136.779917 \n",
              "L 181.359861 212.683878 \n",
              "L 181.49807 188.555869 \n",
              "L 181.63628 217.705106 \n",
              "L 181.912699 192.772331 \n",
              "L 182.050909 231.888636 \n",
              "L 182.189119 175.640885 \n",
              "L 182.465538 240.439098 \n",
              "L 182.603748 220.155953 \n",
              "L 182.741958 153.262923 \n",
              "L 182.880167 199.547949 \n",
              "L 183.018377 171.41234 \n",
              "L 183.433006 238.085984 \n",
              "L 183.709425 185.922796 \n",
              "L 183.847635 192.917012 \n",
              "L 183.985845 262.277122 \n",
              "L 184.124054 170.560922 \n",
              "L 184.262264 211.339804 \n",
              "L 184.538683 178.647482 \n",
              "L 184.676893 209.895791 \n",
              "L 184.815103 131.692424 \n",
              "L 184.953312 177.778868 \n",
              "L 185.091522 140.988148 \n",
              "L 185.367941 200.068886 \n",
              "L 185.506151 194.071592 \n",
              "L 185.644361 160.02679 \n",
              "L 185.782571 208.509462 \n",
              "L 185.92078 207.283592 \n",
              "L 186.05899 201.693041 \n",
              "L 186.335409 214.812667 \n",
              "L 186.473619 262.984979 \n",
              "L 186.611829 167.823935 \n",
              "L 186.750038 168.894546 \n",
              "L 187.164667 213.433062 \n",
              "L 187.302877 127.177143 \n",
              "L 187.441087 210.442716 \n",
              "L 187.579296 187.656767 \n",
              "L 187.717506 202.911259 \n",
              "L 187.855716 159.036242 \n",
              "L 187.993925 204.917256 \n",
              "L 188.132135 201.559147 \n",
              "L 188.270345 172.668382 \n",
              "L 188.408555 187.463946 \n",
              "L 188.546764 167.249814 \n",
              "L 188.684974 177.797483 \n",
              "L 188.823184 222.266372 \n",
              "L 188.961393 215.226871 \n",
              "L 189.099603 159.510266 \n",
              "L 189.237813 207.67855 \n",
              "L 189.376022 127.203866 \n",
              "L 189.790651 240.463702 \n",
              "L 189.928861 159.778422 \n",
              "L 190.067071 202.285304 \n",
              "L 190.34349 162.074553 \n",
              "L 190.4817 201.445391 \n",
              "L 190.758119 193.952215 \n",
              "L 190.896329 159.959861 \n",
              "L 191.034538 230.501309 \n",
              "L 191.172748 144.412626 \n",
              "L 191.310958 198.460508 \n",
              "L 191.449168 204.625232 \n",
              "L 191.587377 233.412607 \n",
              "L 191.725587 187.606719 \n",
              "L 191.863797 215.329244 \n",
              "L 192.002006 163.31396 \n",
              "L 192.140216 192.13382 \n",
              "L 192.278426 153.630878 \n",
              "L 192.416635 204.598456 \n",
              "L 192.554845 172.647911 \n",
              "L 192.831264 230.725861 \n",
              "L 192.969474 136.55568 \n",
              "L 193.107684 197.052132 \n",
              "L 193.245893 183.616315 \n",
              "L 193.384103 234.326699 \n",
              "L 193.522313 198.560588 \n",
              "L 193.660522 208.480602 \n",
              "L 193.798732 165.715126 \n",
              "L 193.936942 201.369163 \n",
              "L 194.075152 180.861238 \n",
              "L 194.213361 136.29761 \n",
              "L 194.489781 193.46926 \n",
              "L 194.62799 147.736027 \n",
              "L 194.7662 162.147542 \n",
              "L 194.90441 202.935653 \n",
              "L 195.042619 165.606256 \n",
              "L 195.180829 203.333185 \n",
              "L 195.319039 179.971732 \n",
              "L 195.457248 215.558262 \n",
              "L 195.595458 188.337849 \n",
              "L 195.733668 183.837207 \n",
              "L 195.871877 199.431111 \n",
              "L 196.010087 239.68473 \n",
              "L 196.148297 169.629301 \n",
              "L 196.286506 158.824964 \n",
              "L 196.424716 210.023259 \n",
              "L 196.701135 225.66672 \n",
              "L 196.839345 158.409044 \n",
              "L 197.115765 195.826349 \n",
              "L 197.253974 163.012899 \n",
              "L 197.392184 231.244662 \n",
              "L 197.530394 169.499522 \n",
              "L 197.668603 160.179282 \n",
              "L 197.806813 196.039782 \n",
              "L 197.945023 192.022305 \n",
              "L 198.083232 247.469125 \n",
              "L 198.221442 188.40026 \n",
              "L 198.497861 234.403401 \n",
              "L 198.774281 206.536544 \n",
              "L 198.91249 164.320286 \n",
              "L 199.18891 182.015135 \n",
              "L 199.327119 224.947025 \n",
              "L 199.603539 185.196219 \n",
              "L 199.741749 223.816121 \n",
              "L 200.018168 157.628286 \n",
              "L 200.156378 223.734709 \n",
              "L 200.432797 178.43799 \n",
              "L 200.571007 197.751741 \n",
              "L 200.709216 195.67405 \n",
              "L 200.847426 233.380736 \n",
              "L 201.123845 189.328992 \n",
              "L 201.262055 225.476596 \n",
              "L 201.400265 220.100126 \n",
              "L 201.538474 160.282829 \n",
              "L 201.676684 182.196486 \n",
              "L 201.814894 236.187193 \n",
              "L 201.953103 167.544221 \n",
              "L 202.229523 226.733952 \n",
              "L 202.505942 186.019863 \n",
              "L 202.644152 237.889713 \n",
              "L 202.782362 188.943017 \n",
              "L 202.920571 216.260795 \n",
              "L 203.196991 164.832608 \n",
              "L 203.3352 175.010464 \n",
              "L 203.47341 210.318978 \n",
              "L 203.61162 214.42988 \n",
              "L 203.749829 225.847668 \n",
              "L 203.888039 202.748785 \n",
              "L 204.026249 214.14605 \n",
              "L 204.164458 235.598345 \n",
              "L 204.440878 200.264036 \n",
              "L 204.717297 236.70088 \n",
              "L 205.131926 168.104892 \n",
              "L 205.270136 178.197327 \n",
              "L 205.408346 220.212078 \n",
              "L 205.546555 224.442794 \n",
              "L 205.684765 214.391354 \n",
              "L 205.822975 190.828062 \n",
              "L 205.961184 220.671391 \n",
              "L 206.375813 152.842292 \n",
              "L 206.514023 233.74969 \n",
              "L 206.652233 141.421982 \n",
              "L 206.928652 240.66309 \n",
              "L 207.205071 209.166535 \n",
              "L 207.343281 218.018197 \n",
              "L 207.481491 201.332196 \n",
              "L 207.6197 221.091234 \n",
              "L 207.75791 223.500998 \n",
              "L 208.03433 196.827982 \n",
              "L 208.172539 239.549382 \n",
              "L 208.310749 222.373754 \n",
              "L 208.448959 227.971344 \n",
              "L 208.587168 186.994405 \n",
              "L 208.863588 213.123824 \n",
              "L 209.001797 214.21326 \n",
              "L 209.140007 174.048635 \n",
              "L 209.278217 193.351477 \n",
              "L 209.416426 192.087747 \n",
              "L 209.692846 213.537187 \n",
              "L 209.831055 241.733701 \n",
              "L 209.969265 160.394781 \n",
              "L 210.107475 213.226757 \n",
              "L 210.383894 188.468328 \n",
              "L 210.522104 175.206595 \n",
              "L 210.798523 253.973523 \n",
              "L 210.936733 213.365415 \n",
              "L 211.074943 214.381197 \n",
              "L 211.213152 213.56433 \n",
              "L 211.351362 216.284454 \n",
              "L 211.489572 224.65528 \n",
              "L 211.627781 221.187811 \n",
              "L 211.904201 163.283244 \n",
              "L 212.18062 205.761232 \n",
              "L 212.31883 199.721454 \n",
              "L 212.457039 245.036526 \n",
              "L 212.595249 242.309432 \n",
              "L 212.733459 180.767726 \n",
              "L 212.871668 168.720357 \n",
              "L 213.009878 138.860251 \n",
              "L 213.286297 251.196223 \n",
              "L 213.424507 179.880777 \n",
              "L 213.700927 214.110607 \n",
              "L 213.839136 188.139389 \n",
              "L 213.977346 236.994831 \n",
              "L 214.115556 223.809396 \n",
              "L 214.253765 250.683867 \n",
              "L 214.530185 178.908949 \n",
              "L 214.668394 150.85878 \n",
              "L 214.806604 230.284356 \n",
              "L 214.944814 196.222709 \n",
              "L 215.083023 218.034133 \n",
              "L 215.359443 167.490337 \n",
              "L 215.497652 221.978953 \n",
              "L 215.774072 174.222754 \n",
              "L 215.912281 201.115699 \n",
              "L 216.050491 205.41816 \n",
              "L 216.188701 245.573346 \n",
              "L 216.32691 227.344041 \n",
              "L 216.46512 191.448027 \n",
              "L 216.60333 223.855224 \n",
              "L 216.74154 189.083146 \n",
              "L 216.879749 215.128876 \n",
              "L 217.156169 152.504439 \n",
              "L 217.432588 271.320572 \n",
              "L 217.570798 224.266206 \n",
              "L 217.709007 259.285112 \n",
              "L 217.847217 159.81546 \n",
              "L 217.985427 179.108985 \n",
              "L 218.123636 170.3021 \n",
              "L 218.261846 217.777622 \n",
              "L 218.400056 171.667748 \n",
              "L 218.538265 216.656559 \n",
              "L 218.676475 180.405322 \n",
              "L 218.952894 237.362419 \n",
              "L 219.091104 239.421302 \n",
              "L 219.229314 223.894398 \n",
              "L 219.367524 220.964274 \n",
              "L 219.505733 179.378139 \n",
              "L 219.643943 233.752124 \n",
              "L 219.782153 169.767591 \n",
              "L 219.920362 245.116694 \n",
              "L 220.058572 243.823142 \n",
              "L 220.334991 177.50537 \n",
              "L 220.611411 237.234741 \n",
              "L 220.74962 206.018776 \n",
              "L 220.88783 219.124532 \n",
              "L 221.02604 199.455154 \n",
              "L 221.164249 216.04633 \n",
              "L 221.302459 193.537959 \n",
              "L 221.440669 224.104608 \n",
              "L 221.717088 150.326757 \n",
              "L 221.993507 200.325905 \n",
              "L 222.131717 210.602878 \n",
              "L 222.269927 172.978497 \n",
              "L 222.546346 250.172351 \n",
              "L 222.822766 175.582623 \n",
              "L 222.960975 235.279527 \n",
              "L 223.099185 202.005537 \n",
              "L 223.237395 198.070191 \n",
              "L 223.375604 245.960022 \n",
              "L 223.513814 194.248635 \n",
              "L 223.652024 217.472113 \n",
              "L 223.790233 142.181866 \n",
              "L 223.928443 243.46023 \n",
              "L 224.066653 188.222534 \n",
              "L 224.204862 223.692594 \n",
              "L 224.343072 211.714256 \n",
              "L 224.481282 151.062756 \n",
              "L 224.619491 210.324302 \n",
              "L 224.757701 206.813508 \n",
              "L 224.895911 214.037373 \n",
              "L 225.17233 175.26272 \n",
              "L 225.31054 191.772764 \n",
              "L 225.586959 247.217238 \n",
              "L 225.863379 197.117258 \n",
              "L 226.001588 202.008444 \n",
              "L 226.139798 211.651337 \n",
              "L 226.278008 237.417388 \n",
              "L 226.416217 187.567422 \n",
              "L 226.554427 184.242498 \n",
              "L 226.692637 232.316587 \n",
              "L 226.830846 188.88353 \n",
              "L 226.969056 198.617255 \n",
              "L 227.107266 169.480066 \n",
              "L 227.245475 216.76986 \n",
              "L 227.383685 205.317241 \n",
              "L 227.521895 183.655331 \n",
              "L 227.660104 189.894321 \n",
              "L 227.798314 222.114319 \n",
              "L 227.936524 228.06962 \n",
              "L 228.212943 201.196778 \n",
              "L 228.351153 214.300503 \n",
              "L 228.627572 220.068604 \n",
              "L 228.765782 242.455707 \n",
              "L 229.042201 170.579117 \n",
              "L 229.180411 235.318701 \n",
              "L 229.318621 186.239109 \n",
              "L 229.59504 230.993019 \n",
              "L 229.73325 235.282417 \n",
              "L 229.871459 230.681276 \n",
              "L 230.009669 266.312951 \n",
              "L 230.147879 180.724034 \n",
              "L 230.286088 179.990365 \n",
              "L 230.424298 156.497102 \n",
              "L 230.562508 200.653671 \n",
              "L 230.700718 186.979135 \n",
              "L 230.838927 226.701695 \n",
              "L 231.115347 192.868487 \n",
              "L 231.253556 136.716017 \n",
              "L 231.529976 209.971266 \n",
              "L 231.668185 181.524335 \n",
              "L 231.806395 200.6491 \n",
              "L 231.944605 238.209809 \n",
              "L 232.082814 237.100462 \n",
              "L 232.221024 247.481086 \n",
              "L 232.359234 197.417303 \n",
              "L 232.497443 264.722365 \n",
              "L 232.635653 217.641609 \n",
              "L 232.773863 242.259332 \n",
              "L 232.912072 143.670481 \n",
              "L 233.050282 250.061764 \n",
              "L 233.188492 200.217928 \n",
              "L 233.326701 220.385111 \n",
              "L 233.464911 211.131135 \n",
              "L 233.603121 174.872245 \n",
              "L 233.741331 169.817622 \n",
              "L 233.87954 241.730094 \n",
              "L 234.01775 168.679187 \n",
              "L 234.15596 179.969263 \n",
              "L 234.294169 237.429541 \n",
              "L 234.432379 223.650565 \n",
              "L 234.570589 174.540153 \n",
              "L 234.847008 214.983546 \n",
              "L 234.985218 169.12873 \n",
              "L 235.261637 188.709446 \n",
              "L 235.399847 211.376386 \n",
              "L 235.538056 204.259098 \n",
              "L 235.676266 203.215174 \n",
              "L 235.814476 163.362958 \n",
              "L 235.952685 201.337204 \n",
              "L 236.090895 163.167422 \n",
              "L 236.229105 260.899829 \n",
              "L 236.643734 169.612945 \n",
              "L 236.781944 193.858948 \n",
              "L 236.920153 258.211996 \n",
              "L 237.196573 180.523315 \n",
              "L 237.334782 234.911624 \n",
              "L 237.472992 211.961976 \n",
              "L 237.611202 215.514343 \n",
              "L 237.749411 226.308085 \n",
              "L 237.887621 217.77426 \n",
              "L 238.025831 241.882007 \n",
              "L 238.16404 226.601441 \n",
              "L 238.30225 183.249691 \n",
              "L 238.44046 192.874511 \n",
              "L 238.578669 189.240138 \n",
              "L 238.855089 250.398234 \n",
              "L 238.993299 205.589337 \n",
              "L 239.131508 206.571812 \n",
              "L 239.269718 140.266229 \n",
              "L 239.546137 243.529121 \n",
              "L 239.684347 147.1697 \n",
              "L 239.960766 213.923127 \n",
              "L 240.098976 147.408471 \n",
              "L 240.237186 245.595271 \n",
              "L 240.375395 160.340985 \n",
              "L 240.651815 236.970682 \n",
              "L 240.790024 200.774729 \n",
              "L 240.928234 224.825967 \n",
              "L 241.066444 179.594846 \n",
              "L 241.204653 244.940159 \n",
              "L 241.342863 204.502773 \n",
              "L 241.481073 262.414886 \n",
              "L 241.619282 232.719513 \n",
              "L 241.757492 234.109309 \n",
              "L 241.895702 227.734236 \n",
              "L 242.033912 181.09593 \n",
              "L 242.310331 225.93724 \n",
              "L 242.448541 199.099212 \n",
              "L 242.58675 248.798577 \n",
              "L 242.72496 197.106838 \n",
              "L 243.001379 254.761163 \n",
              "L 243.139589 179.455331 \n",
              "L 243.416008 239.199516 \n",
              "L 243.554218 229.981334 \n",
              "L 243.830637 203.316006 \n",
              "L 243.968847 245.302563 \n",
              "L 244.107057 222.122952 \n",
              "L 244.245266 252.629642 \n",
              "L 244.383476 228.36301 \n",
              "L 244.521686 163.644002 \n",
              "L 244.659896 258.522286 \n",
              "L 244.798105 196.874739 \n",
              "L 244.936315 228.480041 \n",
              "L 245.074525 159.892861 \n",
              "L 245.212734 225.203308 \n",
              "L 245.350944 186.066216 \n",
              "L 245.489154 219.571133 \n",
              "L 245.627363 176.742754 \n",
              "L 245.765573 237.931916 \n",
              "L 245.903783 233.865372 \n",
              "L 246.041992 209.07248 \n",
              "L 246.180202 208.014739 \n",
              "L 246.318412 224.43642 \n",
              "L 246.456621 196.774116 \n",
              "L 246.733041 203.865488 \n",
              "L 246.87125 159.304766 \n",
              "L 247.00946 212.542804 \n",
              "L 247.14767 210.6479 \n",
              "L 247.285879 212.867313 \n",
              "L 247.424089 232.060023 \n",
              "L 247.562299 194.676445 \n",
              "L 247.838718 271.765527 \n",
              "L 247.976928 223.691158 \n",
              "L 248.115138 223.889267 \n",
              "L 248.253347 234.132863 \n",
              "L 248.529767 213.343788 \n",
              "L 248.667976 223.1394 \n",
              "L 248.944396 190.883153 \n",
              "L 249.082605 176.452218 \n",
              "L 249.359025 228.369367 \n",
              "L 249.497234 229.860066 \n",
              "L 249.635444 218.297351 \n",
              "L 249.773654 189.944195 \n",
              "L 249.911863 218.033853 \n",
              "L 250.050073 194.224136 \n",
              "L 250.188283 249.568093 \n",
              "L 250.326493 197.902499 \n",
              "L 250.464702 197.823224 \n",
              "L 250.602912 196.366375 \n",
              "L 250.741122 236.06272 \n",
              "L 250.879331 206.95861 \n",
              "L 251.017541 216.010098 \n",
              "L 251.155751 237.377111 \n",
              "L 251.29396 173.137871 \n",
              "L 251.57038 225.240888 \n",
              "L 251.708589 217.005655 \n",
              "L 251.985009 176.061865 \n",
              "L 252.123218 240.108302 \n",
              "L 252.261428 211.640847 \n",
              "L 252.399638 278.633869 \n",
              "L 252.537847 225.629385 \n",
              "L 252.676057 258.082988 \n",
              "L 252.814267 210.456077 \n",
              "L 252.952476 248.034648 \n",
              "L 253.090686 219.371412 \n",
              "L 253.228896 226.542234 \n",
              "L 253.367106 202.938297 \n",
              "L 253.505315 198.72933 \n",
              "L 253.643525 243.615541 \n",
              "L 253.781735 177.564245 \n",
              "L 253.919944 255.78339 \n",
              "L 254.058154 188.414812 \n",
              "L 254.196364 195.778315 \n",
              "L 254.334573 163.044718 \n",
              "L 254.472783 186.680246 \n",
              "L 254.610993 242.329466 \n",
              "L 254.749202 220.130701 \n",
              "L 254.887412 230.084531 \n",
              "L 255.025622 216.914699 \n",
              "L 255.163831 254.492149 \n",
              "L 255.302041 183.041214 \n",
              "L 255.440251 212.568161 \n",
              "L 255.57846 159.014948 \n",
              "L 255.71667 223.399536 \n",
              "L 255.85488 175.641585 \n",
              "L 255.99309 247.066339 \n",
              "L 256.131299 230.374034 \n",
              "L 256.269509 243.943114 \n",
              "L 256.407719 206.439056 \n",
              "L 256.545928 230.477773 \n",
              "L 256.684138 201.411927 \n",
              "L 256.822348 236.523031 \n",
              "L 256.960557 242.762775 \n",
              "L 257.236977 197.434692 \n",
              "L 257.375186 241.178213 \n",
              "L 257.651606 176.488485 \n",
              "L 257.789815 189.965069 \n",
              "L 257.928025 243.029075 \n",
              "L 258.066235 249.129898 \n",
              "L 258.204444 236.083016 \n",
              "L 258.342654 242.491589 \n",
              "L 258.480864 231.948911 \n",
              "L 258.619073 238.498559 \n",
              "L 258.757283 236.046294 \n",
              "L 258.895493 194.873749 \n",
              "L 259.033703 209.772421 \n",
              "L 259.171912 182.737877 \n",
              "L 259.310122 222.390828 \n",
              "L 259.724751 149.147836 \n",
              "L 260.00117 230.903832 \n",
              "L 260.13938 254.904654 \n",
              "L 260.27759 229.437719 \n",
              "L 260.415799 227.802146 \n",
              "L 260.554009 196.752157 \n",
              "L 260.830428 225.820017 \n",
              "L 260.968638 190.813159 \n",
              "L 261.106848 215.884487 \n",
              "L 261.245057 145.809568 \n",
              "L 261.797896 279.74481 \n",
              "L 261.936106 199.13765 \n",
              "L 262.074316 192.665789 \n",
              "L 262.212525 275.600969 \n",
              "L 262.488945 227.839989 \n",
              "L 262.627154 239.557735 \n",
              "L 262.765364 226.714444 \n",
              "L 262.903574 228.112821 \n",
              "L 263.041783 223.660617 \n",
              "L 263.179993 234.948889 \n",
              "L 263.318203 214.495093 \n",
              "L 263.456412 257.07344 \n",
              "L 263.594622 198.669335 \n",
              "L 263.732832 248.986933 \n",
              "L 263.871041 249.543331 \n",
              "L 264.009251 204.250254 \n",
              "L 264.28567 216.107463 \n",
              "L 264.42388 203.892508 \n",
              "L 264.56209 152.008526 \n",
              "L 264.7003 187.902438 \n",
              "L 264.838509 169.783421 \n",
              "L 264.976719 192.065139 \n",
              "L 265.114929 251.779099 \n",
              "L 265.391348 195.736952 \n",
              "L 265.529558 184.808948 \n",
              "L 265.667767 247.831827 \n",
              "L 265.805977 212.541648 \n",
              "L 265.944187 225.559531 \n",
              "L 266.082396 182.718999 \n",
              "L 266.220606 176.436055 \n",
              "L 266.358816 209.46236 \n",
              "L 266.497025 210.39708 \n",
              "L 266.635235 215.063592 \n",
              "L 266.773445 231.415208 \n",
              "L 267.188074 178.235012 \n",
              "L 267.326284 214.894132 \n",
              "L 267.464493 206.442523 \n",
              "L 267.602703 225.759322 \n",
              "L 267.879122 165.772634 \n",
              "L 268.155542 214.672749 \n",
              "L 268.293751 180.696243 \n",
              "L 268.570171 232.363746 \n",
              "L 268.84659 193.608951 \n",
              "L 268.9848 251.884397 \n",
              "L 269.123009 230.236129 \n",
              "L 269.261219 167.41614 \n",
              "L 269.675848 279.80076 \n",
              "L 269.952268 205.299379 \n",
              "L 270.090477 207.290877 \n",
              "L 270.228687 220.894946 \n",
              "L 270.366897 221.312599 \n",
              "L 270.643316 159.386616 \n",
              "L 270.781526 261.51223 \n",
              "L 271.057945 218.03697 \n",
              "L 271.196155 277.310074 \n",
              "L 271.472574 240.753888 \n",
              "L 271.610784 244.494802 \n",
              "L 271.748993 235.533131 \n",
              "L 271.887203 200.820627 \n",
              "L 272.025413 237.776587 \n",
              "L 272.163622 183.875068 \n",
              "L 272.301832 244.510353 \n",
              "L 272.440042 213.408126 \n",
              "L 272.854671 248.363359 \n",
              "L 272.992881 194.100819 \n",
              "L 273.13109 205.838108 \n",
              "L 273.2693 183.719617 \n",
              "L 273.545719 221.650364 \n",
              "L 273.683929 220.077991 \n",
              "L 273.822139 194.72891 \n",
              "L 274.098558 259.328051 \n",
              "L 274.236768 209.01371 \n",
              "L 274.374977 211.952835 \n",
              "L 274.513187 218.608919 \n",
              "L 274.651397 201.460767 \n",
              "L 274.789606 216.214319 \n",
              "L 274.927816 201.234236 \n",
              "L 275.066026 251.085322 \n",
              "L 275.204235 248.148876 \n",
              "L 275.342445 193.220524 \n",
              "L 275.480655 264.288251 \n",
              "L 275.895284 185.58806 \n",
              "L 276.033494 240.028869 \n",
              "L 276.171703 244.301403 \n",
              "L 276.309913 239.903818 \n",
              "L 276.586332 195.685696 \n",
              "L 276.724542 250.659841 \n",
              "L 276.862752 202.021981 \n",
              "L 277.139171 193.350111 \n",
              "L 277.277381 194.632526 \n",
              "L 277.41559 217.702182 \n",
              "L 277.5538 184.195549 \n",
              "L 277.69201 207.80649 \n",
              "L 277.830219 251.111887 \n",
              "L 277.968429 248.344429 \n",
              "L 278.106639 156.38923 \n",
              "L 278.244848 233.221818 \n",
              "L 278.383058 213.490658 \n",
              "L 278.659478 261.120283 \n",
              "L 278.797687 244.187175 \n",
              "L 278.935897 196.113839 \n",
              "L 279.074107 224.131559 \n",
              "L 279.212316 208.502702 \n",
              "L 279.350526 218.804594 \n",
              "L 279.488736 185.263131 \n",
              "L 279.626945 258.134297 \n",
              "L 279.765155 210.966823 \n",
              "L 279.903365 236.078007 \n",
              "L 280.041574 240.194705 \n",
              "L 280.179784 219.538176 \n",
              "L 280.317994 226.703866 \n",
              "L 280.456203 187.495187 \n",
              "L 280.594413 180.261235 \n",
              "L 280.732623 238.766435 \n",
              "L 280.870832 204.260814 \n",
              "L 281.147252 230.654396 \n",
              "L 281.285462 192.509305 \n",
              "L 281.423671 195.717322 \n",
              "L 281.561881 255.766403 \n",
              "L 281.8383 201.093249 \n",
              "L 281.97651 197.331303 \n",
              "L 282.11472 239.192512 \n",
              "L 282.252929 222.741009 \n",
              "L 282.391139 256.221251 \n",
              "L 282.529349 173.128292 \n",
              "L 282.667558 227.463996 \n",
              "L 282.805768 226.349885 \n",
              "L 282.943978 150.695291 \n",
              "L 283.082187 215.918512 \n",
              "L 283.220397 203.896851 \n",
              "L 283.358607 215.678882 \n",
              "L 283.496816 239.700017 \n",
              "L 283.635026 195.476011 \n",
              "L 283.911445 229.984959 \n",
              "L 284.049655 238.046092 \n",
              "L 284.187865 216.964012 \n",
              "L 284.326075 259.22981 \n",
              "L 284.602494 236.398594 \n",
              "L 284.740704 228.815319 \n",
              "L 284.878913 185.111917 \n",
              "L 285.017123 188.32179 \n",
              "L 285.155333 234.550621 \n",
              "L 285.293542 179.002321 \n",
              "L 285.431752 250.697491 \n",
              "L 285.569962 263.269386 \n",
              "L 285.708171 194.716127 \n",
              "L 285.846381 254.385642 \n",
              "L 285.984591 210.530572 \n",
              "L 286.1228 214.750256 \n",
              "L 286.26101 223.337439 \n",
              "L 286.39922 172.763523 \n",
              "L 286.537429 198.905288 \n",
              "L 286.675639 188.135081 \n",
              "L 286.813849 223.367332 \n",
              "L 286.952059 213.852432 \n",
              "L 287.090268 235.62878 \n",
              "L 287.228478 215.008588 \n",
              "L 287.366688 236.700915 \n",
              "L 287.504897 225.348585 \n",
              "L 287.643107 227.278109 \n",
              "L 287.781317 170.564004 \n",
              "L 287.919526 267.502887 \n",
              "L 288.195946 190.095478 \n",
              "L 288.472365 234.089907 \n",
              "L 288.610575 230.654921 \n",
              "L 288.748784 198.810217 \n",
              "L 288.886994 242.921238 \n",
              "L 289.301623 211.580677 \n",
              "L 289.439833 232.661917 \n",
              "L 289.578042 189.841699 \n",
              "L 289.716252 238.118573 \n",
              "L 289.854462 223.780117 \n",
              "L 289.992672 252.913383 \n",
              "L 290.269091 167.387964 \n",
              "L 290.54551 264.526024 \n",
              "L 290.82193 233.327693 \n",
              "L 290.960139 200.004688 \n",
              "L 291.236559 203.672054 \n",
              "L 291.374768 214.467022 \n",
              "L 291.512978 158.522222 \n",
              "L 291.651188 264.030636 \n",
              "L 291.789397 186.560466 \n",
              "L 291.927607 201.265406 \n",
              "L 292.065817 263.639303 \n",
              "L 292.204026 227.588294 \n",
              "L 292.342236 223.970766 \n",
              "L 292.480446 164.599282 \n",
              "L 292.618656 235.302012 \n",
              "L 292.756865 227.436047 \n",
              "L 292.895075 200.980439 \n",
              "L 293.033285 251.768855 \n",
              "L 293.171494 259.545738 \n",
              "L 293.309704 170.159274 \n",
              "L 293.447914 236.277886 \n",
              "L 293.586123 219.531294 \n",
              "L 293.724333 244.814583 \n",
              "L 293.862543 237.609894 \n",
              "L 294.000752 194.863365 \n",
              "L 294.138962 224.967986 \n",
              "L 294.415381 192.03241 \n",
              "L 294.553591 199.639202 \n",
              "L 294.691801 260.412671 \n",
              "L 294.96822 212.85987 \n",
              "L 295.10643 221.180438 \n",
              "L 295.244639 247.0676 \n",
              "L 295.382849 214.810811 \n",
              "L 295.521059 284.319061 \n",
              "L 295.659269 179.487972 \n",
              "L 295.797478 259.680683 \n",
              "L 295.935688 145.705286 \n",
              "L 296.073898 224.924698 \n",
              "L 296.350317 235.906393 \n",
              "L 296.488527 235.653804 \n",
              "L 296.626736 283.926423 \n",
              "L 296.764946 242.142038 \n",
              "L 296.903156 238.32796 \n",
              "L 297.041365 220.740265 \n",
              "L 297.179575 169.780217 \n",
              "L 297.317785 185.193137 \n",
              "L 297.594204 264.418187 \n",
              "L 297.870623 207.461458 \n",
              "L 298.008833 230.898526 \n",
              "L 298.285253 211.679425 \n",
              "L 298.423462 220.905698 \n",
              "L 298.561672 188.889396 \n",
              "L 298.838091 216.657347 \n",
              "L 298.976301 214.566278 \n",
              "L 299.114511 239.628132 \n",
              "L 299.25272 227.136755 \n",
              "L 299.39093 185.092515 \n",
              "L 299.667349 246.957504 \n",
              "L 299.805559 187.91988 \n",
              "L 299.943769 197.518766 \n",
              "L 300.081978 231.577103 \n",
              "L 300.220188 233.695614 \n",
              "L 300.358398 207.879672 \n",
              "L 300.496607 265.136709 \n",
              "L 300.634817 217.98841 \n",
              "L 300.911237 262.807533 \n",
              "L 301.049446 195.424772 \n",
              "L 301.325866 242.128975 \n",
              "L 301.464075 262.70565 \n",
              "L 301.740495 188.596549 \n",
              "L 301.878704 235.883347 \n",
              "L 302.016914 189.217933 \n",
              "L 302.155124 226.747225 \n",
              "L 302.293333 225.820753 \n",
              "L 302.431543 269.240728 \n",
              "L 302.707962 209.489853 \n",
              "L 302.846172 212.343556 \n",
              "L 302.984382 197.879926 \n",
              "L 303.399011 253.10645 \n",
              "L 303.53722 248.739668 \n",
              "L 303.67543 198.619042 \n",
              "L 303.81364 284.512985 \n",
              "L 303.95185 235.805841 \n",
              "L 304.090059 239.060701 \n",
              "L 304.228269 264.398627 \n",
              "L 304.504688 199.132589 \n",
              "L 304.642898 247.371883 \n",
              "L 304.781108 229.710691 \n",
              "L 304.919317 256.209011 \n",
              "L 305.057527 227.697129 \n",
              "L 305.195737 245.754557 \n",
              "L 305.333946 225.313509 \n",
              "L 305.748575 259.419321 \n",
              "L 305.886785 193.752319 \n",
              "L 306.024995 197.697122 \n",
              "L 306.163204 245.745679 \n",
              "L 306.301414 236.240113 \n",
              "L 306.439624 211.175947 \n",
              "L 306.577834 259.518543 \n",
              "L 306.854253 194.873084 \n",
              "L 306.992463 188.540879 \n",
              "L 307.268882 270.424693 \n",
              "L 307.407092 249.15874 \n",
              "L 307.545301 256.651916 \n",
              "L 307.683511 212.040639 \n",
              "L 307.821721 214.126087 \n",
              "L 307.95993 208.513227 \n",
              "L 308.23635 224.93235 \n",
              "L 308.374559 229.346151 \n",
              "L 308.512769 247.782007 \n",
              "L 308.650979 234.69814 \n",
              "L 308.927398 182.911733 \n",
              "L 309.203817 235.017325 \n",
              "L 309.342027 221.993243 \n",
              "L 309.480237 256.855402 \n",
              "L 309.618447 229.503301 \n",
              "L 309.756656 248.539457 \n",
              "L 309.894866 218.157555 \n",
              "L 310.033076 234.107015 \n",
              "L 310.171285 222.427585 \n",
              "L 310.309495 242.355085 \n",
              "L 310.447705 193.32703 \n",
              "L 310.724124 247.547525 \n",
              "L 310.862334 195.78651 \n",
              "L 311.000543 201.748746 \n",
              "L 311.138753 191.916622 \n",
              "L 311.276963 220.566532 \n",
              "L 311.415172 291.395188 \n",
              "L 311.553382 263.997977 \n",
              "L 311.691592 202.048721 \n",
              "L 311.829801 242.839161 \n",
              "L 312.244431 204.205547 \n",
              "L 312.38264 193.948572 \n",
              "L 312.52085 209.304667 \n",
              "L 312.65906 208.255595 \n",
              "L 312.797269 189.074863 \n",
              "L 312.935479 238.296334 \n",
              "L 313.073689 240.812079 \n",
              "L 313.211898 205.82191 \n",
              "L 313.350108 236.723348 \n",
              "L 313.626527 229.526591 \n",
              "L 313.764737 271.127191 \n",
              "L 314.041156 227.13665 \n",
              "L 314.179366 236.918533 \n",
              "L 314.317576 234.063639 \n",
              "L 314.593995 211.591657 \n",
              "L 314.732205 234.177307 \n",
              "L 314.870414 202.726843 \n",
              "L 315.008624 210.142811 \n",
              "L 315.146834 187.951471 \n",
              "L 315.423253 250.762406 \n",
              "L 315.561463 173.93551 \n",
              "L 315.837882 221.859016 \n",
              "L 315.976092 246.023974 \n",
              "L 316.390721 212.319215 \n",
              "L 316.528931 241.042252 \n",
              "L 316.66714 213.07325 \n",
              "L 316.80535 219.778524 \n",
              "L 316.94356 253.126203 \n",
              "L 317.081769 185.035847 \n",
              "L 317.219979 232.320859 \n",
              "L 317.358189 198.362461 \n",
              "L 317.496398 199.161151 \n",
              "L 317.634608 201.689382 \n",
              "L 317.772818 196.407492 \n",
              "L 317.911028 242.469647 \n",
              "L 318.049237 234.884114 \n",
              "L 318.187447 217.708608 \n",
              "L 318.325657 250.745823 \n",
              "L 318.463866 200.617334 \n",
              "L 318.740286 287.062327 \n",
              "L 319.154915 179.661566 \n",
              "L 319.431334 272.088757 \n",
              "L 319.569544 227.372865 \n",
              "L 319.707753 229.026598 \n",
              "L 319.845963 266.697087 \n",
              "L 319.984173 168.139425 \n",
              "L 320.122382 245.65411 \n",
              "L 320.260592 247.868129 \n",
              "L 320.398802 207.936445 \n",
              "L 320.537011 264.888831 \n",
              "L 320.675221 161.978835 \n",
              "L 320.813431 218.466514 \n",
              "L 320.951641 211.540663 \n",
              "L 321.22806 255.514638 \n",
              "L 321.36627 217.309867 \n",
              "L 321.504479 267.578134 \n",
              "L 321.642689 223.596402 \n",
              "L 321.780899 237.627213 \n",
              "L 321.919108 175.619135 \n",
              "L 322.057318 195.483488 \n",
              "L 322.195528 240.627558 \n",
              "L 322.333737 229.153978 \n",
              "L 322.471947 198.081293 \n",
              "L 322.610157 213.167305 \n",
              "L 322.748366 200.574098 \n",
              "L 322.886576 266.438247 \n",
              "L 323.024786 250.178952 \n",
              "L 323.162995 247.686953 \n",
              "L 323.301205 236.473771 \n",
              "L 323.439415 238.809619 \n",
              "L 323.577625 238.630947 \n",
              "L 323.854044 210.154299 \n",
              "L 323.992254 259.564703 \n",
              "L 324.130463 162.068775 \n",
              "L 324.268673 222.835957 \n",
              "L 324.406883 195.648553 \n",
              "L 324.545092 205.348184 \n",
              "L 324.683302 236.335376 \n",
              "L 324.821512 208.967042 \n",
              "L 324.959721 249.412291 \n",
              "L 325.097931 226.875919 \n",
              "L 325.236141 267.761692 \n",
              "L 325.37435 249.143785 \n",
              "L 325.51256 208.887731 \n",
              "L 325.65077 258.461748 \n",
              "L 325.788979 210.529294 \n",
              "L 325.927189 241.524507 \n",
              "L 326.065399 219.903137 \n",
              "L 326.203608 244.747075 \n",
              "L 326.341818 177.840386 \n",
              "L 326.480028 230.585242 \n",
              "L 326.618238 228.652181 \n",
              "L 326.894657 217.761091 \n",
              "L 327.171076 262.454323 \n",
              "L 327.447496 149.039351 \n",
              "L 327.723915 261.0633 \n",
              "L 328.000334 225.272602 \n",
              "L 328.138544 260.797928 \n",
              "L 328.276754 187.799172 \n",
              "L 328.414963 212.615512 \n",
              "L 328.553173 214.648513 \n",
              "L 328.691383 154.403073 \n",
              "L 328.829592 175.824127 \n",
              "L 329.106012 281.073281 \n",
              "L 329.244222 221.105243 \n",
              "L 329.382431 212.4581 \n",
              "L 329.520641 235.175385 \n",
              "L 329.658851 220.114065 \n",
              "L 329.79706 261.531878 \n",
              "L 329.93527 259.201967 \n",
              "L 330.07348 206.530992 \n",
              "L 330.211689 246.605747 \n",
              "L 330.349899 213.79291 \n",
              "L 330.626318 266.733424 \n",
              "L 330.764528 226.715617 \n",
              "L 330.902738 263.054483 \n",
              "L 331.179157 213.995397 \n",
              "L 331.317367 207.400395 \n",
              "L 331.455576 173.664237 \n",
              "L 331.731996 222.017549 \n",
              "L 332.008415 206.138906 \n",
              "L 332.146625 168.276559 \n",
              "L 332.284835 220.285311 \n",
              "L 332.423044 227.666063 \n",
              "L 332.561254 259.162075 \n",
              "L 332.699464 167.580995 \n",
              "L 332.837673 245.577917 \n",
              "L 332.975883 241.980178 \n",
              "L 333.114093 262.064443 \n",
              "L 333.390512 194.746299 \n",
              "L 333.528722 250.021015 \n",
              "L 333.666931 175.675015 \n",
              "L 333.805141 252.033824 \n",
              "L 333.943351 187.259059 \n",
              "L 334.21977 266.55223 \n",
              "L 334.35798 215.482594 \n",
              "L 334.496189 232.89547 \n",
              "L 334.634399 212.144501 \n",
              "L 335.049028 274.020996 \n",
              "L 335.187238 225.292951 \n",
              "L 335.325448 215.817382 \n",
              "L 335.601867 270.331723 \n",
              "L 335.740077 230.467651 \n",
              "L 335.878286 236.150873 \n",
              "L 336.016496 214.075776 \n",
              "L 336.154706 273.150998 \n",
              "L 336.431125 190.810707 \n",
              "L 336.569335 235.811952 \n",
              "L 336.845754 232.861708 \n",
              "L 337.122173 160.033708 \n",
              "L 337.260383 250.168323 \n",
              "L 337.398593 222.930643 \n",
              "L 337.536803 238.687107 \n",
              "L 337.675012 210.256619 \n",
              "L 337.813222 212.308357 \n",
              "L 337.951432 199.971451 \n",
              "L 338.227851 253.653882 \n",
              "L 338.50427 159.658888 \n",
              "L 338.78069 270.562282 \n",
              "L 338.918899 260.405246 \n",
              "L 339.195319 200.332262 \n",
              "L 339.333528 246.495704 \n",
              "L 339.471738 232.348178 \n",
              "L 339.609948 232.343064 \n",
              "L 339.748157 204.142295 \n",
              "L 339.886367 250.61009 \n",
              "L 340.024577 224.246663 \n",
              "L 340.300996 240.107917 \n",
              "L 340.439206 217.414832 \n",
              "L 340.577416 251.268669 \n",
              "L 340.715625 215.64899 \n",
              "L 340.853835 237.526713 \n",
              "L 340.992045 234.92003 \n",
              "L 341.268464 220.212498 \n",
              "L 341.406674 205.529727 \n",
              "L 341.544883 206.227585 \n",
              "L 341.683093 256.933329 \n",
              "L 341.959512 198.108033 \n",
              "L 342.097722 207.500719 \n",
              "L 342.512351 288.116897 \n",
              "L 342.78877 198.589727 \n",
              "L 342.92698 243.601269 \n",
              "L 343.06519 208.298569 \n",
              "L 343.341609 247.539645 \n",
              "L 343.479819 223.614561 \n",
              "L 343.618029 219.741767 \n",
              "L 343.894448 250.483463 \n",
              "L 344.032658 201.713232 \n",
              "L 344.170867 222.589936 \n",
              "L 344.309077 217.387339 \n",
              "L 344.447287 167.341803 \n",
              "L 344.585496 195.568578 \n",
              "L 344.723706 197.988586 \n",
              "L 344.861916 207.054311 \n",
              "L 345.000125 174.789099 \n",
              "L 345.138335 181.332425 \n",
              "L 345.276545 280.078127 \n",
              "L 345.552964 234.774438 \n",
              "L 345.691174 279.752445 \n",
              "L 345.829383 222.394365 \n",
              "L 346.105803 271.249335 \n",
              "L 346.244013 270.19993 \n",
              "L 346.382222 250.410544 \n",
              "L 346.520432 261.385042 \n",
              "L 346.658642 203.73049 \n",
              "L 346.796851 204.129459 \n",
              "L 346.935061 207.675433 \n",
              "L 347.073271 240.4578 \n",
              "L 347.21148 187.277376 \n",
              "L 347.34969 252.715501 \n",
              "L 347.4879 255.28189 \n",
              "L 347.626109 194.287353 \n",
              "L 347.764319 202.310696 \n",
              "L 347.902529 223.729596 \n",
              "L 348.040738 195.033876 \n",
              "L 348.178948 213.692113 \n",
              "L 348.317158 214.861262 \n",
              "L 348.455367 231.083905 \n",
              "L 348.731787 215.08606 \n",
              "L 348.869997 217.777867 \n",
              "L 349.146416 244.298058 \n",
              "L 349.284626 228.107988 \n",
              "L 349.422835 286.7915 \n",
              "L 349.561045 213.179493 \n",
              "L 349.699255 252.888569 \n",
              "L 349.837464 244.560961 \n",
              "L 349.975674 259.627255 \n",
              "L 350.113884 208.188508 \n",
              "L 350.252093 264.433808 \n",
              "L 350.390303 216.209013 \n",
              "L 350.528513 219.727932 \n",
              "L 350.804932 264.472719 \n",
              "L 350.943142 174.976106 \n",
              "L 351.081351 225.685475 \n",
              "L 351.219561 209.3506 \n",
              "L 351.357771 234.415991 \n",
              "L 351.49598 206.2652 \n",
              "L 351.7724 253.199174 \n",
              "L 351.91061 256.168769 \n",
              "L 352.048819 217.122615 \n",
              "L 352.187029 219.818625 \n",
              "L 352.325239 250.671538 \n",
              "L 352.463448 215.125373 \n",
              "L 352.739868 245.09892 \n",
              "L 352.878077 194.44368 \n",
              "L 353.154497 246.385906 \n",
              "L 353.292706 230.277737 \n",
              "L 353.430916 196.305994 \n",
              "L 353.569126 207.849061 \n",
              "L 353.845545 254.597884 \n",
              "L 353.983755 191.616385 \n",
              "L 354.121964 267.834225 \n",
              "L 354.398384 147.86015 \n",
              "L 354.674803 268.644666 \n",
              "L 354.813013 293.242556 \n",
              "L 354.951223 243.31828 \n",
              "L 355.089432 265.688379 \n",
              "L 355.365852 171.898306 \n",
              "L 355.504061 221.060974 \n",
              "L 355.780481 239.717774 \n",
              "L 355.91869 260.570802 \n",
              "L 356.0569 220.899726 \n",
              "L 356.19511 266.938906 \n",
              "L 356.471529 192.9482 \n",
              "L 356.609739 268.477482 \n",
              "L 356.747948 248.579699 \n",
              "L 356.886158 246.978799 \n",
              "L 357.024368 280.334831 \n",
              "L 357.300787 222.894884 \n",
              "L 357.438997 203.593374 \n",
              "L 357.577207 221.831838 \n",
              "L 357.715416 257.524838 \n",
              "L 357.853626 208.144816 \n",
              "L 357.991836 269.790612 \n",
              "L 358.130045 224.378631 \n",
              "L 358.268255 226.424275 \n",
              "L 358.406465 242.11894 \n",
              "L 358.544674 204.714506 \n",
              "L 358.682884 230.028178 \n",
              "L 358.821094 228.845439 \n",
              "L 358.959303 198.738191 \n",
              "L 359.097513 219.398608 \n",
              "L 359.373932 273.05337 \n",
              "L 359.650352 229.808722 \n",
              "L 359.788561 237.332789 \n",
              "L 359.926771 268.75963 \n",
              "L 360.064981 265.813728 \n",
              "L 360.203191 219.888479 \n",
              "L 360.3414 230.467721 \n",
              "L 360.47961 215.661266 \n",
              "L 360.61782 251.955512 \n",
              "L 360.756029 251.917337 \n",
              "L 360.894239 248.856155 \n",
              "L 361.032449 217.170877 \n",
              "L 361.308868 242.144385 \n",
              "L 361.447078 212.832097 \n",
              "L 361.585287 262.733862 \n",
              "L 361.723497 230.228652 \n",
              "L 361.861707 246.23534 \n",
              "L 361.999916 233.200121 \n",
              "L 362.138126 239.201127 \n",
              "L 362.276336 255.77987 \n",
              "L 362.414545 194.351831 \n",
              "L 362.552755 205.369145 \n",
              "L 362.690965 228.117094 \n",
              "L 362.829175 218.320817 \n",
              "L 362.967384 236.903052 \n",
              "L 363.105594 228.300354 \n",
              "L 363.243804 262.319238 \n",
              "L 363.382013 220.197946 \n",
              "L 363.520223 240.969719 \n",
              "L 363.658433 241.265106 \n",
              "L 363.796642 212.001115 \n",
              "L 363.934852 233.014129 \n",
              "L 364.073062 235.634594 \n",
              "L 364.211271 258.772878 \n",
              "L 364.349481 170.997523 \n",
              "L 364.487691 180.677838 \n",
              "L 364.76411 250.817726 \n",
              "L 364.90232 263.197221 \n",
              "L 365.178739 210.898422 \n",
              "L 365.316949 263.333059 \n",
              "L 365.455158 204.865387 \n",
              "L 365.593368 194.895499 \n",
              "L 365.731578 235.92837 \n",
              "L 365.869788 213.126836 \n",
              "L 366.007997 248.985497 \n",
              "L 366.146207 247.541221 \n",
              "L 366.284417 252.062228 \n",
              "L 366.422626 278.173627 \n",
              "L 366.699046 231.246641 \n",
              "L 366.837255 224.043913 \n",
              "L 366.975465 269.394848 \n",
              "L 367.113675 196.625302 \n",
              "L 367.390094 255.538629 \n",
              "L 367.666513 207.176158 \n",
              "L 367.804723 236.893719 \n",
              "L 367.942933 209.970181 \n",
              "L 368.081142 214.503008 \n",
              "L 368.219352 231.998627 \n",
              "L 368.357562 264.931927 \n",
              "L 368.495772 185.775487 \n",
              "L 368.910401 278.967204 \n",
              "L 369.04861 259.489806 \n",
              "L 369.18682 218.537068 \n",
              "L 369.32503 236.499146 \n",
              "L 369.463239 202.118102 \n",
              "L 369.601449 256.863807 \n",
              "L 369.739659 243.411845 \n",
              "L 369.877868 214.742656 \n",
              "L 370.016078 246.716439 \n",
              "L 370.154288 220.518217 \n",
              "L 370.430707 263.544372 \n",
              "L 370.568917 227.812916 \n",
              "L 370.707126 247.23981 \n",
              "L 370.845336 182.680246 \n",
              "L 371.121755 234.758958 \n",
              "L 371.259965 250.804907 \n",
              "L 371.398175 236.608016 \n",
              "L 371.536385 205.257911 \n",
              "L 371.674594 255.713063 \n",
              "L 371.812804 200.286451 \n",
              "L 371.951014 242.531953 \n",
              "L 372.089223 239.704273 \n",
              "L 372.227433 214.730467 \n",
              "L 372.365643 232.555656 \n",
              "L 372.503852 228.168473 \n",
              "L 372.642062 228.145288 \n",
              "L 372.780272 203.188031 \n",
              "L 372.918481 246.105964 \n",
              "L 373.056691 239.398011 \n",
              "L 373.194901 278.292444 \n",
              "L 373.33311 264.230164 \n",
              "L 373.47132 198.827378 \n",
              "L 373.885949 255.91161 \n",
              "L 374.024159 253.315031 \n",
              "L 374.162369 209.216496 \n",
              "L 374.300578 210.154001 \n",
              "L 374.438788 219.875994 \n",
              "L 374.576998 205.966959 \n",
              "L 374.853417 269.994728 \n",
              "L 374.991627 216.818875 \n",
              "L 375.129836 224.228416 \n",
              "L 375.268046 225.522704 \n",
              "L 375.544465 212.38301 \n",
              "L 375.682675 235.936846 \n",
              "L 375.820885 238.313986 \n",
              "L 375.959094 212.036278 \n",
              "L 376.235514 263.120625 \n",
              "L 376.373723 253.328708 \n",
              "L 376.511933 268.177647 \n",
              "L 376.650143 269.343994 \n",
              "L 376.926562 189.285703 \n",
              "L 377.064772 204.728708 \n",
              "L 377.202982 235.619411 \n",
              "L 377.341191 213.469312 \n",
              "L 377.479401 240.458378 \n",
              "L 377.617611 231.388363 \n",
              "L 377.89403 275.018251 \n",
              "L 378.03224 265.025895 \n",
              "L 378.170449 228.24964 \n",
              "L 378.308659 283.253791 \n",
              "L 378.585078 227.288862 \n",
              "L 378.723288 209.940358 \n",
              "L 378.861498 295.488 \n",
              "L 379.137917 234.081186 \n",
              "L 379.276127 219.809362 \n",
              "L 379.552546 217.989075 \n",
              "L 379.690756 201.999636 \n",
              "L 379.828966 293.20875 \n",
              "L 379.967175 215.27051 \n",
              "L 380.381804 254.366047 \n",
              "L 380.520014 221.143839 \n",
              "L 380.658224 276.098108 \n",
              "L 380.934643 222.539047 \n",
              "L 381.072853 239.71576 \n",
              "L 381.349272 197.828915 \n",
              "L 381.487482 250.651155 \n",
              "L 381.625691 204.460744 \n",
              "L 381.763901 258.576747 \n",
              "L 381.902111 204.747883 \n",
              "L 382.04032 244.28102 \n",
              "L 382.17853 217.191681 \n",
              "L 382.593159 277.309303 \n",
              "L 382.731369 208.318917 \n",
              "L 383.145998 285.87451 \n",
              "L 383.284208 209.896071 \n",
              "L 383.422417 237.08731 \n",
              "L 383.560627 234.949677 \n",
              "L 383.698837 174.136579 \n",
              "L 383.975256 263.559607 \n",
              "L 384.113466 239.760853 \n",
              "L 384.251675 243.783425 \n",
              "L 384.389885 273.735152 \n",
              "L 384.528095 181.580618 \n",
              "L 384.666304 264.186893 \n",
              "L 384.804514 236.360663 \n",
              "L 384.942724 271.868285 \n",
              "L 385.080933 243.931784 \n",
              "L 385.219143 243.876045 \n",
              "L 385.357353 228.803061 \n",
              "L 385.495563 240.170976 \n",
              "L 385.633772 269.624269 \n",
              "L 385.771982 212.971595 \n",
              "L 385.910192 212.90773 \n",
              "L 386.048401 156.144364 \n",
              "L 386.186611 249.533577 \n",
              "L 386.324821 256.649009 \n",
              "L 386.60124 227.291278 \n",
              "L 386.73945 178.537263 \n",
              "L 386.877659 238.615414 \n",
              "L 387.015869 238.748573 \n",
              "L 387.154079 208.686032 \n",
              "L 387.292288 270.775276 \n",
              "L 387.430498 175.561206 \n",
              "L 387.568708 224.193077 \n",
              "L 387.706917 200.688151 \n",
              "L 387.845127 240.387438 \n",
              "L 387.983337 191.437661 \n",
              "L 388.121546 248.800521 \n",
              "L 388.259756 240.12795 \n",
              "L 388.397966 207.860111 \n",
              "L 388.536176 256.604547 \n",
              "L 388.674385 200.106133 \n",
              "L 388.812595 252.734537 \n",
              "L 388.950805 224.787336 \n",
              "L 389.089014 257.667436 \n",
              "L 389.227224 206.663486 \n",
              "L 389.365434 216.824461 \n",
              "L 389.503643 214.824313 \n",
              "L 389.641853 218.999289 \n",
              "L 389.780063 218.988327 \n",
              "L 389.918272 209.165852 \n",
              "L 390.056482 181.713777 \n",
              "L 390.332901 238.148325 \n",
              "L 390.471111 229.652308 \n",
              "L 390.609321 252.896817 \n",
              "L 390.88574 222.184803 \n",
              "L 391.02395 249.750109 \n",
              "L 391.16216 232.443511 \n",
              "L 391.300369 263.539977 \n",
              "L 391.576789 225.750601 \n",
              "L 391.714998 225.956661 \n",
              "L 391.853208 276.278461 \n",
              "L 391.991418 190.455326 \n",
              "L 392.129627 238.679647 \n",
              "L 392.267837 221.727398 \n",
              "L 392.406047 255.973566 \n",
              "L 392.544256 242.708453 \n",
              "L 392.682466 259.050631 \n",
              "L 392.820676 226.404627 \n",
              "L 392.958885 224.74888 \n",
              "L 393.097095 204.710636 \n",
              "L 393.235305 270.375922 \n",
              "L 393.373514 259.868636 \n",
              "L 393.511724 185.550988 \n",
              "L 393.788144 280.756302 \n",
              "L 394.064563 225.284335 \n",
              "L 394.202773 295.325667 \n",
              "L 394.340982 195.094414 \n",
              "L 394.479192 261.72652 \n",
              "L 394.617402 196.487188 \n",
              "L 394.893821 244.229956 \n",
              "L 395.032031 238.093006 \n",
              "L 395.30845 262.4345 \n",
              "L 395.44666 233.038138 \n",
              "L 395.584869 251.614857 \n",
              "L 395.723079 217.462972 \n",
              "L 395.861289 255.373739 \n",
              "L 395.999498 224.418645 \n",
              "L 396.275918 271.545055 \n",
              "L 396.414127 206.674396 \n",
              "L 396.552337 246.860262 \n",
              "L 396.690547 222.067632 \n",
              "L 396.966966 271.115511 \n",
              "L 397.243386 233.279256 \n",
              "L 397.381595 267.664852 \n",
              "L 397.519805 219.898251 \n",
              "L 397.658015 262.006322 \n",
              "L 397.796224 178.688652 \n",
              "L 397.934434 227.655346 \n",
              "L 398.072644 224.133765 \n",
              "L 398.210853 262.317679 \n",
              "L 398.349063 171.374305 \n",
              "L 398.487273 234.239771 \n",
              "L 398.487273 234.239771 \n",
              "\" style=\"fill:none;stroke:#0000ff;stroke-linecap:square;stroke-width:1.5;\"/>\n",
              "   </g>\n",
              "   <g id=\"line2d_20\">\n",
              "    <path clip-path=\"url(#p97fa6ed42e)\" d=\"M 73.832727 101.071681 \n",
              "L 73.970937 108.265723 \n",
              "L 74.385566 142.208046 \n",
              "L 74.523776 114.887413 \n",
              "L 74.661985 129.947631 \n",
              "L 74.800195 114.329036 \n",
              "L 74.938405 155.370488 \n",
              "L 75.076614 149.180163 \n",
              "L 75.214824 137.834662 \n",
              "L 75.353034 91.229173 \n",
              "L 75.491243 139.623901 \n",
              "L 75.629453 87.290727 \n",
              "L 75.767663 91.467647 \n",
              "L 75.905873 141.191809 \n",
              "L 76.044082 139.742507 \n",
              "L 76.182292 129.802144 \n",
              "L 76.320502 84.688211 \n",
              "L 76.458711 83.668927 \n",
              "L 76.596921 144.222257 \n",
              "L 76.735131 109.239092 \n",
              "L 76.87334 134.991694 \n",
              "L 77.01155 65.38474 \n",
              "L 77.14976 88.899595 \n",
              "L 77.287969 162.992445 \n",
              "L 77.426179 146.67221 \n",
              "L 77.702598 164.191365 \n",
              "L 77.840808 148.834255 \n",
              "L 77.979018 98.450953 \n",
              "L 78.117227 90.463177 \n",
              "L 78.255437 152.194938 \n",
              "L 78.393647 74.469728 \n",
              "L 78.670066 135.603657 \n",
              "L 78.808276 141.442418 \n",
              "L 78.946486 93.588206 \n",
              "L 79.084695 109.294044 \n",
              "L 79.222905 104.100816 \n",
              "L 79.361115 126.991835 \n",
              "L 79.499324 117.82885 \n",
              "L 79.637534 123.622868 \n",
              "L 79.775744 105.882454 \n",
              "L 80.052163 129.441894 \n",
              "L 80.190373 101.473784 \n",
              "L 80.466792 135.375253 \n",
              "L 80.881421 83.95927 \n",
              "L 81.15784 141.204137 \n",
              "L 81.29605 150.377594 \n",
              "L 81.43426 106.661268 \n",
              "L 81.57247 146.211899 \n",
              "L 81.710679 108.242993 \n",
              "L 81.848889 154.134601 \n",
              "L 82.125308 130.823355 \n",
              "L 82.263518 77.199097 \n",
              "L 82.401728 181.639667 \n",
              "L 82.539937 91.665844 \n",
              "L 82.678147 123.455527 \n",
              "L 82.816357 123.396653 \n",
              "L 82.954566 111.738604 \n",
              "L 83.092776 154.598626 \n",
              "L 83.230986 82.27167 \n",
              "L 83.369195 179.292314 \n",
              "L 83.645615 140.877929 \n",
              "L 83.783824 143.517639 \n",
              "L 84.060244 74.77366 \n",
              "L 84.198454 157.487842 \n",
              "L 84.474873 109.393965 \n",
              "L 84.613083 126.661214 \n",
              "L 84.751292 105.056428 \n",
              "L 84.889502 150.178784 \n",
              "L 85.027712 96.470698 \n",
              "L 85.165921 156.932495 \n",
              "L 85.71876 87.788829 \n",
              "L 85.85697 139.512684 \n",
              "L 85.995179 68.787994 \n",
              "L 86.133389 154.112344 \n",
              "L 86.271599 156.667981 \n",
              "L 86.409808 112.421944 \n",
              "L 86.686228 164.833676 \n",
              "L 86.824437 114.569051 \n",
              "L 86.962647 157.444921 \n",
              "L 87.100857 106.683683 \n",
              "L 87.377276 130.399292 \n",
              "L 87.515486 120.305982 \n",
              "L 87.653696 130.165546 \n",
              "L 87.930115 122.604599 \n",
              "L 88.068325 120.127538 \n",
              "L 88.206534 101.271069 \n",
              "L 88.344744 194.656482 \n",
              "L 88.759373 62.422639 \n",
              "L 89.174002 160.598792 \n",
              "L 89.312212 145.867742 \n",
              "L 89.450421 149.920469 \n",
              "L 89.726841 90.900409 \n",
              "L 90.00326 147.917028 \n",
              "L 90.14147 97.264362 \n",
              "L 90.27968 101.613948 \n",
              "L 90.417889 159.672862 \n",
              "L 90.970728 90.148142 \n",
              "L 91.108938 151.594813 \n",
              "L 91.247147 94.605284 \n",
              "L 91.385357 153.629214 \n",
              "L 91.523567 132.121951 \n",
              "L 91.661776 128.769515 \n",
              "L 91.938196 139.835407 \n",
              "L 92.076405 92.564018 \n",
              "L 92.214615 125.669563 \n",
              "L 92.352825 124.573122 \n",
              "L 92.491034 120.047895 \n",
              "L 92.629244 139.84362 \n",
              "L 92.905664 72.673135 \n",
              "L 93.182083 184.860537 \n",
              "L 93.320293 155.90505 \n",
              "L 93.458502 86.879763 \n",
              "L 93.596712 87.717801 \n",
              "L 93.734922 138.859306 \n",
              "L 94.011341 107.61611 \n",
              "L 94.149551 130.805528 \n",
              "L 94.28776 186.847009 \n",
              "L 94.42597 53.568 \n",
              "L 94.56418 174.033645 \n",
              "L 94.702389 132.822348 \n",
              "L 94.840599 135.758215 \n",
              "L 94.978809 125.725846 \n",
              "L 95.117018 71.675669 \n",
              "L 95.255228 75.677123 \n",
              "L 95.393438 149.658809 \n",
              "L 95.531648 133.542988 \n",
              "L 95.808067 175.71678 \n",
              "L 95.946277 135.096729 \n",
              "L 96.084486 179.333677 \n",
              "L 96.222696 177.557135 \n",
              "L 96.499115 84.186362 \n",
              "L 96.637325 115.854723 \n",
              "L 96.775535 111.866229 \n",
              "L 96.913744 75.633659 \n",
              "L 97.190164 147.029571 \n",
              "L 97.466583 110.508584 \n",
              "L 97.604793 86.652951 \n",
              "L 97.743002 123.743139 \n",
              "L 97.881212 90.320107 \n",
              "L 98.019422 134.476641 \n",
              "L 98.157631 81.913766 \n",
              "L 98.295841 134.694206 \n",
              "L 98.434051 85.847274 \n",
              "L 98.572261 127.796496 \n",
              "L 98.71047 117.549293 \n",
              "L 98.84868 157.739065 \n",
              "L 98.98689 147.691933 \n",
              "L 99.125099 94.42642 \n",
              "L 99.263309 158.383845 \n",
              "L 99.539728 106.39432 \n",
              "L 99.677938 151.39595 \n",
              "L 99.816148 111.662953 \n",
              "L 99.954357 141.77479 \n",
              "L 100.092567 77.407942 \n",
              "L 100.368986 146.952555 \n",
              "L 100.507196 122.241372 \n",
              "L 100.645406 62.167915 \n",
              "L 100.783615 93.008639 \n",
              "L 100.921825 78.853881 \n",
              "L 101.198245 122.424299 \n",
              "L 101.336454 63.536872 \n",
              "L 101.612874 148.316557 \n",
              "L 101.889293 110.751611 \n",
              "L 102.027503 167.323468 \n",
              "L 102.303922 124.797797 \n",
              "L 102.442132 118.591553 \n",
              "L 102.580341 60.101291 \n",
              "L 102.856761 162.845575 \n",
              "L 102.99497 67.187322 \n",
              "L 103.13318 147.386179 \n",
              "L 103.27139 161.264673 \n",
              "L 103.409599 111.441886 \n",
              "L 103.686019 147.127952 \n",
              "L 103.824228 107.770563 \n",
              "L 103.962438 131.864284 \n",
              "L 104.100648 124.305439 \n",
              "L 104.238858 180.008017 \n",
              "L 104.377067 65.469811 \n",
              "L 104.653487 168.880799 \n",
              "L 104.791696 77.786369 \n",
              "L 104.929906 112.216392 \n",
              "L 105.068116 74.622254 \n",
              "L 105.344535 120.52078 \n",
              "L 105.482745 72.525371 \n",
              "L 105.620954 130.796807 \n",
              "L 106.035583 112.281466 \n",
              "L 106.173793 119.432324 \n",
              "L 106.450212 230.943601 \n",
              "L 106.588422 145.167887 \n",
              "L 106.726632 160.68924 \n",
              "L 106.864842 192.679186 \n",
              "L 107.003051 171.561977 \n",
              "L 107.141261 203.268585 \n",
              "L 107.279471 148.305875 \n",
              "L 107.41768 170.545319 \n",
              "L 107.55589 164.498625 \n",
              "L 107.6941 174.688985 \n",
              "L 107.832309 125.353617 \n",
              "L 108.108729 221.875792 \n",
              "L 108.385148 151.296694 \n",
              "L 108.523358 160.607513 \n",
              "L 108.661567 186.376488 \n",
              "L 108.799777 102.642163 \n",
              "L 108.937987 110.410623 \n",
              "L 109.076196 186.694921 \n",
              "L 109.214406 180.610471 \n",
              "L 109.352616 180.197388 \n",
              "L 109.629035 210.599323 \n",
              "L 109.767245 126.736795 \n",
              "L 109.905455 159.720476 \n",
              "L 110.043664 154.028936 \n",
              "L 110.181874 184.446421 \n",
              "L 110.320084 174.436396 \n",
              "L 110.458293 111.848017 \n",
              "L 110.734713 193.242852 \n",
              "L 110.872922 111.003253 \n",
              "L 111.011132 95.033445 \n",
              "L 111.149342 120.672711 \n",
              "L 111.287551 183.640201 \n",
              "L 111.563971 146.754831 \n",
              "L 111.70218 109.865905 \n",
              "L 111.84039 186.189936 \n",
              "L 111.9786 135.80231 \n",
              "L 112.116809 178.276515 \n",
              "L 112.255019 142.128963 \n",
              "L 112.393229 142.65687 \n",
              "L 112.669648 136.388373 \n",
              "L 112.946068 162.784442 \n",
              "L 113.084277 107.320723 \n",
              "L 113.360697 145.826589 \n",
              "L 113.637116 103.817092 \n",
              "L 113.913535 200.641728 \n",
              "L 114.189955 119.952911 \n",
              "L 114.466374 183.31979 \n",
              "L 114.742793 154.750995 \n",
              "L 114.881003 198.105319 \n",
              "L 115.019213 146.549331 \n",
              "L 115.295632 172.149774 \n",
              "L 115.433842 170.168818 \n",
              "L 115.572052 138.908373 \n",
              "L 115.710261 148.1596 \n",
              "L 115.848471 171.294732 \n",
              "L 115.986681 162.522099 \n",
              "L 116.12489 170.831775 \n",
              "L 116.2631 161.932359 \n",
              "L 116.40131 204.214898 \n",
              "L 116.539519 202.163002 \n",
              "L 116.677729 135.966832 \n",
              "L 116.815939 173.962268 \n",
              "L 116.954148 111.984538 \n",
              "L 117.092358 154.818082 \n",
              "L 117.230568 126.545988 \n",
              "L 117.368777 171.941665 \n",
              "L 117.645197 117.927055 \n",
              "L 117.783406 178.478056 \n",
              "L 117.921616 133.521344 \n",
              "L 118.198036 223.108894 \n",
              "L 118.474455 146.996176 \n",
              "L 118.612665 107.454827 \n",
              "L 118.889084 166.014803 \n",
              "L 119.027294 146.185719 \n",
              "L 119.165503 148.470625 \n",
              "L 119.303713 198.872173 \n",
              "L 119.441923 207.110086 \n",
              "L 119.580132 130.228588 \n",
              "L 119.856552 187.524204 \n",
              "L 119.994761 153.440561 \n",
              "L 120.132971 175.210027 \n",
              "L 120.271181 154.63794 \n",
              "L 120.5476 176.029346 \n",
              "L 120.68581 144.986887 \n",
              "L 120.962229 181.85739 \n",
              "L 121.100439 190.781253 \n",
              "L 121.376858 123.815287 \n",
              "L 121.515068 202.18526 \n",
              "L 121.653278 122.866049 \n",
              "L 121.929697 167.49496 \n",
              "L 122.067907 115.039345 \n",
              "L 122.206116 173.765226 \n",
              "L 122.344326 158.348401 \n",
              "L 122.482536 185.803051 \n",
              "L 122.620745 187.532119 \n",
              "L 122.758955 152.987587 \n",
              "L 122.897165 231.68748 \n",
              "L 123.035374 200.275891 \n",
              "L 123.173584 130.744412 \n",
              "L 123.311794 193.077016 \n",
              "L 123.588213 128.620946 \n",
              "L 123.864633 184.044826 \n",
              "L 124.002842 155.375339 \n",
              "L 124.141052 192.070182 \n",
              "L 124.417471 145.987294 \n",
              "L 124.555681 213.119726 \n",
              "L 124.693891 161.832402 \n",
              "L 124.8321 172.345677 \n",
              "L 124.97031 211.367823 \n",
              "L 125.384939 174.379256 \n",
              "L 125.523149 129.42834 \n",
              "L 125.661358 169.854904 \n",
              "L 125.799568 163.979544 \n",
              "L 125.937778 183.347318 \n",
              "L 126.214197 114.390712 \n",
              "L 126.352407 195.414667 \n",
              "L 126.490617 195.054347 \n",
              "L 126.628826 206.211702 \n",
              "L 126.767036 166.514937 \n",
              "L 127.043455 188.328988 \n",
              "L 127.181665 156.359232 \n",
              "L 127.319875 152.633693 \n",
              "L 127.458084 131.925855 \n",
              "L 127.596294 215.069616 \n",
              "L 127.734504 201.926104 \n",
              "L 127.872713 124.94472 \n",
              "L 128.010923 180.161419 \n",
              "L 128.149133 140.490133 \n",
              "L 128.287342 207.744569 \n",
              "L 128.425552 181.432434 \n",
              "L 128.563762 190.684501 \n",
              "L 128.701971 175.205702 \n",
              "L 128.840181 179.877712 \n",
              "L 128.978391 136.489696 \n",
              "L 129.1166 154.261176 \n",
              "L 129.25481 193.092794 \n",
              "L 129.39302 132.0387 \n",
              "L 129.53123 157.80631 \n",
              "L 129.669439 153.321096 \n",
              "L 129.807649 203.56877 \n",
              "L 129.945859 203.267674 \n",
              "L 130.222278 114.532487 \n",
              "L 130.360488 175.077044 \n",
              "L 130.498697 180.340003 \n",
              "L 130.636907 120.041625 \n",
              "L 130.913326 177.942514 \n",
              "L 131.051536 132.625481 \n",
              "L 131.189746 131.21404 \n",
              "L 131.327955 185.241889 \n",
              "L 131.466165 158.934062 \n",
              "L 131.604375 216.220378 \n",
              "L 131.742584 188.957307 \n",
              "L 131.880794 195.109491 \n",
              "L 132.019004 160.95582 \n",
              "L 132.157214 186.984966 \n",
              "L 132.295423 190.283308 \n",
              "L 132.571843 105.719875 \n",
              "L 132.848262 174.18999 \n",
              "L 132.986472 133.255587 \n",
              "L 133.262891 171.256941 \n",
              "L 133.401101 171.682598 \n",
              "L 133.53931 138.290299 \n",
              "L 133.67752 147.168842 \n",
              "L 133.81573 145.231595 \n",
              "L 133.953939 192.543803 \n",
              "L 134.092149 175.506132 \n",
              "L 134.230359 205.46581 \n",
              "L 134.368568 177.029981 \n",
              "L 134.506778 202.680542 \n",
              "L 134.644988 192.836371 \n",
              "L 134.783197 161.408234 \n",
              "L 134.921407 174.368486 \n",
              "L 135.059617 98.600083 \n",
              "L 135.197827 203.170782 \n",
              "L 135.336036 187.337617 \n",
              "L 135.474246 187.725255 \n",
              "L 135.612456 150.074134 \n",
              "L 135.750665 182.014557 \n",
              "L 135.888875 171.102891 \n",
              "L 136.027085 143.843427 \n",
              "L 136.165294 143.42164 \n",
              "L 136.441714 198.980045 \n",
              "L 136.579923 162.410988 \n",
              "L 136.718133 190.677339 \n",
              "L 136.856343 136.122738 \n",
              "L 136.994552 224.366198 \n",
              "L 137.132762 162.97299 \n",
              "L 137.270972 177.923006 \n",
              "L 137.409181 179.970944 \n",
              "L 137.547391 170.390726 \n",
              "L 137.685601 118.904662 \n",
              "L 137.823811 170.558996 \n",
              "L 137.96202 159.990226 \n",
              "L 138.23844 156.25122 \n",
              "L 138.376649 125.410881 \n",
              "L 138.514859 175.781416 \n",
              "L 138.653069 137.936353 \n",
              "L 138.929488 200.106904 \n",
              "L 139.067698 194.251017 \n",
              "L 139.205907 216.947131 \n",
              "L 139.344117 167.996074 \n",
              "L 139.620536 148.787393 \n",
              "L 139.896956 241.246894 \n",
              "L 140.035165 192.593869 \n",
              "L 140.173375 228.669815 \n",
              "L 140.311585 206.148923 \n",
              "L 140.449794 208.497028 \n",
              "L 140.588004 137.073973 \n",
              "L 140.726214 193.680976 \n",
              "L 140.864424 141.390216 \n",
              "L 141.002633 170.365842 \n",
              "L 141.140843 168.144766 \n",
              "L 141.417262 211.38185 \n",
              "L 141.555472 164.388406 \n",
              "L 141.693682 167.773921 \n",
              "L 141.970101 123.329408 \n",
              "L 142.108311 193.489329 \n",
              "L 142.38473 140.375484 \n",
              "L 142.52294 217.308572 \n",
              "L 142.661149 219.632441 \n",
              "L 142.799359 206.276128 \n",
              "L 142.937569 138.833213 \n",
              "L 143.075778 217.865215 \n",
              "L 143.213988 190.795647 \n",
              "L 143.352198 126.232669 \n",
              "L 143.628617 208.984904 \n",
              "L 143.766827 125.999658 \n",
              "L 143.905037 129.097334 \n",
              "L 144.181456 206.709542 \n",
              "L 144.319666 197.670784 \n",
              "L 144.457875 180.491759 \n",
              "L 144.596085 203.276587 \n",
              "L 144.734295 170.303991 \n",
              "L 144.872504 163.902212 \n",
              "L 145.148924 222.623768 \n",
              "L 145.287133 174.743254 \n",
              "L 145.425343 183.360365 \n",
              "L 145.563553 165.589515 \n",
              "L 145.839972 198.79584 \n",
              "L 145.978182 207.640165 \n",
              "L 146.116392 188.788004 \n",
              "L 146.254601 190.342778 \n",
              "L 146.531021 216.167125 \n",
              "L 146.66923 185.673587 \n",
              "L 146.80744 196.498413 \n",
              "L 146.94565 149.506178 \n",
              "L 147.083859 210.491031 \n",
              "L 147.222069 169.764158 \n",
              "L 147.498488 214.683764 \n",
              "L 147.636698 184.921548 \n",
              "L 147.774908 228.10396 \n",
              "L 147.913117 204.011535 \n",
              "L 148.051327 221.841504 \n",
              "L 148.189537 175.980331 \n",
              "L 148.327746 197.166238 \n",
              "L 148.465956 166.974391 \n",
              "L 148.604166 221.017107 \n",
              "L 148.742375 174.394859 \n",
              "L 148.880585 171.114536 \n",
              "L 149.018795 186.959137 \n",
              "L 149.157005 127.654337 \n",
              "L 149.295214 200.182747 \n",
              "L 149.433424 156.121792 \n",
              "L 149.571634 223.814019 \n",
              "L 149.709843 139.878188 \n",
              "L 149.986263 180.944016 \n",
              "L 150.124472 174.131238 \n",
              "L 150.262682 219.917601 \n",
              "L 150.400892 159.356689 \n",
              "L 150.539101 165.084636 \n",
              "L 150.677311 215.719527 \n",
              "L 150.815521 166.377383 \n",
              "L 151.09194 229.272094 \n",
              "L 151.23015 197.468507 \n",
              "L 151.506569 208.83334 \n",
              "L 151.782989 132.57876 \n",
              "L 151.921198 198.273711 \n",
              "L 152.059408 176.705595 \n",
              "L 152.197618 187.805336 \n",
              "L 152.335827 177.039875 \n",
              "L 152.474037 190.395733 \n",
              "L 152.612247 187.800258 \n",
              "L 152.750456 146.092556 \n",
              "L 152.888666 183.915397 \n",
              "L 153.026876 252.173042 \n",
              "L 153.165085 189.326068 \n",
              "L 153.303295 181.540148 \n",
              "L 153.441505 166.249407 \n",
              "L 153.579714 187.273787 \n",
              "L 153.717924 186.207028 \n",
              "L 153.994343 214.255446 \n",
              "L 154.132553 206.208392 \n",
              "L 154.270763 188.280796 \n",
              "L 154.408972 201.170493 \n",
              "L 154.547182 198.442612 \n",
              "L 154.685392 153.328556 \n",
              "L 154.823602 203.203073 \n",
              "L 155.238231 157.146943 \n",
              "L 155.37644 154.975775 \n",
              "L 155.51465 183.35364 \n",
              "L 155.791069 143.017488 \n",
              "L 155.929279 226.868546 \n",
              "L 156.067489 171.737567 \n",
              "L 156.205698 228.551313 \n",
              "L 156.482118 155.989473 \n",
              "L 156.620327 155.251339 \n",
              "L 156.758537 246.183103 \n",
              "L 156.896747 160.444672 \n",
              "L 157.034956 150.558122 \n",
              "L 157.173166 201.251117 \n",
              "L 157.311376 173.902851 \n",
              "L 157.449586 172.948447 \n",
              "L 157.587795 146.133201 \n",
              "L 157.726005 192.337323 \n",
              "L 157.864215 171.728128 \n",
              "L 158.002424 113.920804 \n",
              "L 158.417053 249.879765 \n",
              "L 158.555263 183.973466 \n",
              "L 158.831682 218.601441 \n",
              "L 158.969892 206.29828 \n",
              "L 159.108102 147.053072 \n",
              "L 159.246311 213.60515 \n",
              "L 159.384521 223.142622 \n",
              "L 159.522731 202.085408 \n",
              "L 159.66094 144.428825 \n",
              "L 159.79915 196.845932 \n",
              "L 159.93736 192.830469 \n",
              "L 160.075569 192.074753 \n",
              "L 160.213779 163.663826 \n",
              "L 160.351989 177.072184 \n",
              "L 160.490199 148.345994 \n",
              "L 160.766618 166.449986 \n",
              "L 160.904828 226.914935 \n",
              "L 161.043037 189.087086 \n",
              "L 161.181247 231.33511 \n",
              "L 161.319457 127.586847 \n",
              "L 161.457666 202.207762 \n",
              "L 161.595876 158.866029 \n",
              "L 161.734086 155.161381 \n",
              "L 161.872295 183.930072 \n",
              "L 162.010505 178.415837 \n",
              "L 162.148715 186.185891 \n",
              "L 162.425134 174.691944 \n",
              "L 162.563344 184.280516 \n",
              "L 162.701553 203.470004 \n",
              "L 162.977973 125.683748 \n",
              "L 163.116183 175.0979 \n",
              "L 163.254392 163.450253 \n",
              "L 163.392602 212.813657 \n",
              "L 163.530812 163.663651 \n",
              "L 163.807231 221.368496 \n",
              "L 163.945441 183.193268 \n",
              "L 164.08365 193.561932 \n",
              "L 164.36007 141.603491 \n",
              "L 164.636489 203.513345 \n",
              "L 164.774699 197.518468 \n",
              "L 164.912908 216.09566 \n",
              "L 165.051118 200.439923 \n",
              "L 165.189328 234.436638 \n",
              "L 165.327537 145.2469 \n",
              "L 165.465747 215.89671 \n",
              "L 165.603957 202.271189 \n",
              "L 165.742166 165.277106 \n",
              "L 165.880376 229.415445 \n",
              "L 166.018586 144.719221 \n",
              "L 166.156796 185.503689 \n",
              "L 166.295005 165.127259 \n",
              "L 166.433215 179.272123 \n",
              "L 166.571425 178.514603 \n",
              "L 166.847844 217.700465 \n",
              "L 166.986054 150.097424 \n",
              "L 167.124263 146.841776 \n",
              "L 167.262473 226.63818 \n",
              "L 167.400683 152.733229 \n",
              "L 167.538892 211.020356 \n",
              "L 167.677102 187.10711 \n",
              "L 167.815312 191.123063 \n",
              "L 167.953521 169.581196 \n",
              "L 168.091731 125.456971 \n",
              "L 168.229941 125.227779 \n",
              "L 168.50636 217.626286 \n",
              "L 168.78278 143.866857 \n",
              "L 168.920989 192.83961 \n",
              "L 169.059199 153.49117 \n",
              "L 169.335618 197.66856 \n",
              "L 169.473828 198.72898 \n",
              "L 169.612038 170.48993 \n",
              "L 169.750247 193.838459 \n",
              "L 169.888457 194.891874 \n",
              "L 170.026667 154.022649 \n",
              "L 170.164876 210.751394 \n",
              "L 170.303086 144.885161 \n",
              "L 170.441296 238.013503 \n",
              "L 170.579505 221.885056 \n",
              "L 170.717715 183.287253 \n",
              "L 170.855925 193.029997 \n",
              "L 171.132344 180.638332 \n",
              "L 171.270554 150.840602 \n",
              "L 171.546973 200.943034 \n",
              "L 171.685183 198.705917 \n",
              "L 171.823393 213.212853 \n",
              "L 171.961602 213.977168 \n",
              "L 172.099812 158.83752 \n",
              "L 172.238022 174.670913 \n",
              "L 172.376231 122.160083 \n",
              "L 172.79086 235.911454 \n",
              "L 172.92907 161.383875 \n",
              "L 173.205489 187.164741 \n",
              "L 173.343699 213.677928 \n",
              "L 173.481909 218.247653 \n",
              "L 173.620118 218.690663 \n",
              "L 173.758328 222.021524 \n",
              "L 173.896538 255.154072 \n",
              "L 174.034747 224.329949 \n",
              "L 174.172957 226.167326 \n",
              "L 174.449377 239.27613 \n",
              "L 174.587586 139.568546 \n",
              "L 174.864006 191.289091 \n",
              "L 175.002215 203.941891 \n",
              "L 175.140425 233.074947 \n",
              "L 175.278635 187.30881 \n",
              "L 175.416844 232.272352 \n",
              "L 175.555054 170.493835 \n",
              "L 175.693264 223.114165 \n",
              "L 175.969683 166.651791 \n",
              "L 176.107893 160.067645 \n",
              "L 176.246102 206.916319 \n",
              "L 176.384312 181.607078 \n",
              "L 176.522522 216.262091 \n",
              "L 176.660731 196.623779 \n",
              "L 176.798941 156.794555 \n",
              "L 176.937151 230.63466 \n",
              "L 177.075361 199.02181 \n",
              "L 177.35178 216.058886 \n",
              "L 177.766409 137.199794 \n",
              "L 177.904619 238.703621 \n",
              "L 178.181038 138.563901 \n",
              "L 178.457457 192.103157 \n",
              "L 178.595667 225.954559 \n",
              "L 178.733877 150.746775 \n",
              "L 178.872086 215.531802 \n",
              "L 179.010296 165.703954 \n",
              "L 179.148506 217.014375 \n",
              "L 179.286715 180.627142 \n",
              "L 179.424925 243.671858 \n",
              "L 179.563135 211.699371 \n",
              "L 179.701344 237.882305 \n",
              "L 179.977764 177.271432 \n",
              "L 180.392393 199.671861 \n",
              "L 180.530603 199.247904 \n",
              "L 180.668812 223.225785 \n",
              "L 180.807022 189.44935 \n",
              "L 180.945232 187.960962 \n",
              "L 181.083441 262.639929 \n",
              "L 181.221651 136.779917 \n",
              "L 181.359861 212.683878 \n",
              "L 181.49807 188.555869 \n",
              "L 181.63628 217.705106 \n",
              "L 181.912699 192.772331 \n",
              "L 182.050909 231.888636 \n",
              "L 182.189119 175.640885 \n",
              "L 182.465538 240.439098 \n",
              "L 182.603748 220.155953 \n",
              "L 182.741958 153.262923 \n",
              "L 182.880167 199.547949 \n",
              "L 183.018377 171.41234 \n",
              "L 183.433006 238.085984 \n",
              "L 183.709425 185.922796 \n",
              "L 183.847635 192.917012 \n",
              "L 183.985845 262.277122 \n",
              "L 184.124054 170.560922 \n",
              "L 184.262264 211.339804 \n",
              "L 184.538683 178.647482 \n",
              "L 184.676893 209.895791 \n",
              "L 184.815103 131.692424 \n",
              "L 184.953312 177.778868 \n",
              "L 185.091522 140.988148 \n",
              "L 185.367941 200.068886 \n",
              "L 185.506151 194.071592 \n",
              "L 185.644361 160.02679 \n",
              "L 185.782571 208.509462 \n",
              "L 185.92078 207.283592 \n",
              "L 186.05899 201.693041 \n",
              "L 186.335409 214.812667 \n",
              "L 186.473619 262.984979 \n",
              "L 186.611829 167.823935 \n",
              "L 186.750038 168.894546 \n",
              "L 187.164667 213.433062 \n",
              "L 187.302877 127.177143 \n",
              "L 187.441087 210.442716 \n",
              "L 187.579296 187.656767 \n",
              "L 187.717506 202.911259 \n",
              "L 187.855716 159.036242 \n",
              "L 187.993925 204.917256 \n",
              "L 188.132135 201.559147 \n",
              "L 188.270345 172.668382 \n",
              "L 188.408555 187.463946 \n",
              "L 188.546764 167.249814 \n",
              "L 188.684974 177.797483 \n",
              "L 188.823184 222.266372 \n",
              "L 188.961393 215.226871 \n",
              "L 189.099603 159.510266 \n",
              "L 189.237813 207.67855 \n",
              "L 189.376022 127.203866 \n",
              "L 189.790651 240.463702 \n",
              "L 189.928861 159.778422 \n",
              "L 190.067071 202.285304 \n",
              "L 190.34349 162.074553 \n",
              "L 190.4817 201.445391 \n",
              "L 190.758119 193.952215 \n",
              "L 190.896329 159.959861 \n",
              "L 191.034538 230.501309 \n",
              "L 191.172748 144.412626 \n",
              "L 191.310958 198.460508 \n",
              "L 191.449168 204.625232 \n",
              "L 191.587377 233.412607 \n",
              "L 191.725587 187.606719 \n",
              "L 191.863797 215.329244 \n",
              "L 192.002006 163.31396 \n",
              "L 192.140216 192.13382 \n",
              "L 192.278426 153.630878 \n",
              "L 192.416635 204.598456 \n",
              "L 192.554845 172.647911 \n",
              "L 192.831264 230.725861 \n",
              "L 192.969474 136.55568 \n",
              "L 193.107684 197.052132 \n",
              "L 193.245893 183.616315 \n",
              "L 193.384103 234.326699 \n",
              "L 193.522313 198.560588 \n",
              "L 193.660522 208.480602 \n",
              "L 193.798732 165.715126 \n",
              "L 193.936942 201.369163 \n",
              "L 194.075152 180.861238 \n",
              "L 194.213361 136.29761 \n",
              "L 194.489781 193.46926 \n",
              "L 194.62799 147.736027 \n",
              "L 194.7662 162.147542 \n",
              "L 194.90441 202.935653 \n",
              "L 195.042619 165.606256 \n",
              "L 195.180829 203.333185 \n",
              "L 195.319039 179.971732 \n",
              "L 195.457248 215.558262 \n",
              "L 195.595458 188.337849 \n",
              "L 195.733668 183.837207 \n",
              "L 195.871877 199.431111 \n",
              "L 196.010087 239.68473 \n",
              "L 196.148297 169.629301 \n",
              "L 196.286506 158.824964 \n",
              "L 196.424716 210.023259 \n",
              "L 196.701135 225.66672 \n",
              "L 196.839345 158.409044 \n",
              "L 197.115765 195.826349 \n",
              "L 197.253974 163.012899 \n",
              "L 197.392184 231.244662 \n",
              "L 197.530394 169.499522 \n",
              "L 197.668603 160.179282 \n",
              "L 197.806813 196.039782 \n",
              "L 197.945023 192.022305 \n",
              "L 198.083232 247.469125 \n",
              "L 198.221442 188.40026 \n",
              "L 198.497861 234.403401 \n",
              "L 198.774281 206.536544 \n",
              "L 198.91249 164.320286 \n",
              "L 199.18891 182.015135 \n",
              "L 199.327119 224.947025 \n",
              "L 199.603539 185.196219 \n",
              "L 199.741749 223.816121 \n",
              "L 200.018168 157.628286 \n",
              "L 200.156378 223.734709 \n",
              "L 200.432797 178.43799 \n",
              "L 200.571007 197.751741 \n",
              "L 200.709216 195.67405 \n",
              "L 200.847426 233.380736 \n",
              "L 201.123845 189.328992 \n",
              "L 201.262055 225.476596 \n",
              "L 201.400265 220.100126 \n",
              "L 201.538474 160.282829 \n",
              "L 201.676684 182.196486 \n",
              "L 201.814894 236.187193 \n",
              "L 201.953103 167.544221 \n",
              "L 202.229523 226.733952 \n",
              "L 202.505942 186.019863 \n",
              "L 202.644152 237.889713 \n",
              "L 202.782362 188.943017 \n",
              "L 202.920571 216.260795 \n",
              "L 203.196991 164.832608 \n",
              "L 203.3352 175.010464 \n",
              "L 203.47341 210.318978 \n",
              "L 203.61162 214.42988 \n",
              "L 203.749829 225.847668 \n",
              "L 203.888039 202.748785 \n",
              "L 204.026249 214.14605 \n",
              "L 204.164458 235.598345 \n",
              "L 204.440878 200.264036 \n",
              "L 204.717297 236.70088 \n",
              "L 205.131926 168.104892 \n",
              "L 205.270136 178.197327 \n",
              "L 205.408346 220.212078 \n",
              "L 205.546555 224.442794 \n",
              "L 205.684765 214.391354 \n",
              "L 205.822975 190.828062 \n",
              "L 205.961184 220.671391 \n",
              "L 206.375813 152.842292 \n",
              "L 206.514023 233.74969 \n",
              "L 206.652233 141.421982 \n",
              "L 206.928652 240.66309 \n",
              "L 207.205071 209.166535 \n",
              "L 207.343281 218.018197 \n",
              "L 207.481491 201.332196 \n",
              "L 207.6197 221.091234 \n",
              "L 207.75791 223.500998 \n",
              "L 208.03433 196.827982 \n",
              "L 208.172539 239.549382 \n",
              "L 208.310749 222.373754 \n",
              "L 208.448959 227.971344 \n",
              "L 208.587168 186.994405 \n",
              "L 208.863588 213.123824 \n",
              "L 209.001797 214.21326 \n",
              "L 209.140007 174.048635 \n",
              "L 209.278217 193.351477 \n",
              "L 209.416426 192.087747 \n",
              "L 209.692846 213.537187 \n",
              "L 209.831055 241.733701 \n",
              "L 209.969265 160.394781 \n",
              "L 210.107475 213.226757 \n",
              "L 210.383894 188.468328 \n",
              "L 210.522104 175.206595 \n",
              "L 210.798523 253.973523 \n",
              "L 210.936733 213.365415 \n",
              "L 211.074943 214.381197 \n",
              "L 211.213152 213.56433 \n",
              "L 211.351362 216.284454 \n",
              "L 211.489572 224.65528 \n",
              "L 211.627781 221.187811 \n",
              "L 211.904201 163.283244 \n",
              "L 212.18062 205.761232 \n",
              "L 212.31883 199.721454 \n",
              "L 212.457039 245.036526 \n",
              "L 212.595249 242.309432 \n",
              "L 212.733459 180.767726 \n",
              "L 212.871668 168.720357 \n",
              "L 213.009878 138.860251 \n",
              "L 213.286297 251.196223 \n",
              "L 213.424507 179.880777 \n",
              "L 213.700927 214.110607 \n",
              "L 213.839136 188.139389 \n",
              "L 213.977346 236.994831 \n",
              "L 214.115556 223.809396 \n",
              "L 214.253765 250.683867 \n",
              "L 214.530185 178.908949 \n",
              "L 214.668394 150.85878 \n",
              "L 214.806604 230.284356 \n",
              "L 214.944814 196.222709 \n",
              "L 215.083023 218.034133 \n",
              "L 215.359443 167.490337 \n",
              "L 215.497652 221.978953 \n",
              "L 215.774072 174.222754 \n",
              "L 215.912281 201.115699 \n",
              "L 216.050491 205.41816 \n",
              "L 216.188701 245.573346 \n",
              "L 216.32691 227.344041 \n",
              "L 216.46512 191.448027 \n",
              "L 216.60333 223.855224 \n",
              "L 216.74154 189.083146 \n",
              "L 216.879749 215.128876 \n",
              "L 217.156169 152.504439 \n",
              "L 217.432588 271.320572 \n",
              "L 217.570798 224.266206 \n",
              "L 217.709007 259.285112 \n",
              "L 217.847217 159.81546 \n",
              "L 217.985427 179.108985 \n",
              "L 218.123636 170.3021 \n",
              "L 218.261846 217.777622 \n",
              "L 218.400056 171.667748 \n",
              "L 218.538265 216.656559 \n",
              "L 218.676475 180.405322 \n",
              "L 218.952894 237.362419 \n",
              "L 219.091104 239.421302 \n",
              "L 219.229314 223.894398 \n",
              "L 219.367524 220.964274 \n",
              "L 219.505733 179.378139 \n",
              "L 219.643943 233.752124 \n",
              "L 219.782153 169.767591 \n",
              "L 219.920362 245.116694 \n",
              "L 220.058572 243.823142 \n",
              "L 220.334991 177.50537 \n",
              "L 220.611411 237.234741 \n",
              "L 220.74962 206.018776 \n",
              "L 220.88783 219.124532 \n",
              "L 221.02604 199.455154 \n",
              "L 221.164249 216.04633 \n",
              "L 221.302459 193.537959 \n",
              "L 221.440669 224.104608 \n",
              "L 221.717088 150.326757 \n",
              "L 221.993507 200.325905 \n",
              "L 222.131717 210.602878 \n",
              "L 222.269927 172.978497 \n",
              "L 222.546346 250.172351 \n",
              "L 222.822766 175.582623 \n",
              "L 222.960975 235.279527 \n",
              "L 223.099185 202.005537 \n",
              "L 223.237395 198.070191 \n",
              "L 223.375604 245.960022 \n",
              "L 223.513814 194.248635 \n",
              "L 223.652024 217.472113 \n",
              "L 223.790233 142.181866 \n",
              "L 223.928443 243.46023 \n",
              "L 224.066653 188.222534 \n",
              "L 224.204862 223.692594 \n",
              "L 224.343072 211.714256 \n",
              "L 224.481282 151.062756 \n",
              "L 224.619491 210.324302 \n",
              "L 224.757701 206.813508 \n",
              "L 224.895911 214.037373 \n",
              "L 225.17233 175.26272 \n",
              "L 225.31054 191.772764 \n",
              "L 225.586959 247.217238 \n",
              "L 225.863379 197.117258 \n",
              "L 226.001588 202.008444 \n",
              "L 226.139798 211.651337 \n",
              "L 226.278008 237.417388 \n",
              "L 226.416217 187.567422 \n",
              "L 226.554427 184.242498 \n",
              "L 226.692637 232.316587 \n",
              "L 226.830846 188.88353 \n",
              "L 226.969056 198.617255 \n",
              "L 227.107266 169.480066 \n",
              "L 227.245475 216.76986 \n",
              "L 227.383685 205.317241 \n",
              "L 227.521895 183.655331 \n",
              "L 227.660104 189.894321 \n",
              "L 227.798314 222.114319 \n",
              "L 227.936524 228.06962 \n",
              "L 228.212943 201.196778 \n",
              "L 228.351153 214.300503 \n",
              "L 228.627572 220.068604 \n",
              "L 228.765782 242.455707 \n",
              "L 229.042201 170.579117 \n",
              "L 229.180411 235.318701 \n",
              "L 229.318621 186.239109 \n",
              "L 229.59504 230.993019 \n",
              "L 229.73325 235.282417 \n",
              "L 229.871459 230.681276 \n",
              "L 230.009669 266.312951 \n",
              "L 230.147879 180.724034 \n",
              "L 230.286088 179.990365 \n",
              "L 230.424298 156.497102 \n",
              "L 230.562508 200.653671 \n",
              "L 230.700718 186.979135 \n",
              "L 230.838927 226.701695 \n",
              "L 231.115347 192.868487 \n",
              "L 231.253556 136.716017 \n",
              "L 231.529976 209.971266 \n",
              "L 231.668185 181.524335 \n",
              "L 231.806395 200.6491 \n",
              "L 231.944605 238.209809 \n",
              "L 232.082814 237.100462 \n",
              "L 232.221024 247.481086 \n",
              "L 232.359234 197.417303 \n",
              "L 232.497443 264.722365 \n",
              "L 232.635653 217.641609 \n",
              "L 232.773863 242.259332 \n",
              "L 232.912072 143.670481 \n",
              "L 233.050282 250.061764 \n",
              "L 233.188492 200.217928 \n",
              "L 233.326701 220.385111 \n",
              "L 233.464911 211.131135 \n",
              "L 233.603121 174.872245 \n",
              "L 233.741331 169.817622 \n",
              "L 233.87954 241.730094 \n",
              "L 234.01775 168.679187 \n",
              "L 234.15596 179.969263 \n",
              "L 234.294169 237.429541 \n",
              "L 234.432379 223.650565 \n",
              "L 234.570589 174.540153 \n",
              "L 234.847008 214.983546 \n",
              "L 234.985218 169.12873 \n",
              "L 235.261637 188.709446 \n",
              "L 235.399847 211.376386 \n",
              "L 235.538056 204.259098 \n",
              "L 235.676266 203.215174 \n",
              "L 235.814476 163.362958 \n",
              "L 235.952685 201.337204 \n",
              "L 236.090895 163.167422 \n",
              "L 236.229105 260.899829 \n",
              "L 236.643734 169.612945 \n",
              "L 236.781944 193.858948 \n",
              "L 236.920153 258.211996 \n",
              "L 237.196573 180.523315 \n",
              "L 237.334782 234.911624 \n",
              "L 237.472992 211.961976 \n",
              "L 237.611202 215.514343 \n",
              "L 237.749411 226.308085 \n",
              "L 237.887621 217.77426 \n",
              "L 238.025831 241.882007 \n",
              "L 238.16404 226.601441 \n",
              "L 238.30225 183.249691 \n",
              "L 238.44046 192.874511 \n",
              "L 238.578669 189.240138 \n",
              "L 238.855089 250.398234 \n",
              "L 238.993299 205.589337 \n",
              "L 239.131508 206.571812 \n",
              "L 239.269718 140.266229 \n",
              "L 239.546137 243.529121 \n",
              "L 239.684347 147.1697 \n",
              "L 239.960766 213.923127 \n",
              "L 240.098976 147.408471 \n",
              "L 240.237186 245.595271 \n",
              "L 240.375395 160.340985 \n",
              "L 240.651815 236.970682 \n",
              "L 240.790024 200.774729 \n",
              "L 240.928234 224.825967 \n",
              "L 241.066444 179.594846 \n",
              "L 241.204653 244.940159 \n",
              "L 241.342863 204.502773 \n",
              "L 241.481073 262.414886 \n",
              "L 241.619282 232.719513 \n",
              "L 241.757492 234.109309 \n",
              "L 241.895702 227.734236 \n",
              "L 242.033912 181.09593 \n",
              "L 242.310331 225.93724 \n",
              "L 242.448541 199.099212 \n",
              "L 242.58675 248.798577 \n",
              "L 242.72496 197.106838 \n",
              "L 243.001379 254.761163 \n",
              "L 243.139589 179.455331 \n",
              "L 243.416008 239.199516 \n",
              "L 243.554218 229.981334 \n",
              "L 243.830637 203.316006 \n",
              "L 243.968847 245.302563 \n",
              "L 244.107057 222.122952 \n",
              "L 244.245266 252.629642 \n",
              "L 244.383476 228.36301 \n",
              "L 244.521686 163.644002 \n",
              "L 244.659896 258.522286 \n",
              "L 244.798105 196.874739 \n",
              "L 244.936315 228.480041 \n",
              "L 245.074525 159.892861 \n",
              "L 245.212734 225.203308 \n",
              "L 245.350944 186.066216 \n",
              "L 245.489154 219.571133 \n",
              "L 245.627363 176.742754 \n",
              "L 245.765573 237.931916 \n",
              "L 245.903783 233.865372 \n",
              "L 246.041992 209.07248 \n",
              "L 246.180202 208.014739 \n",
              "L 246.318412 224.43642 \n",
              "L 246.456621 196.774116 \n",
              "L 246.733041 203.865488 \n",
              "L 246.87125 159.304766 \n",
              "L 247.00946 212.542804 \n",
              "L 247.14767 210.6479 \n",
              "L 247.285879 212.867313 \n",
              "L 247.424089 232.060023 \n",
              "L 247.562299 194.676445 \n",
              "L 247.838718 271.765527 \n",
              "L 247.976928 223.691158 \n",
              "L 248.115138 223.889267 \n",
              "L 248.253347 234.132863 \n",
              "L 248.529767 213.343788 \n",
              "L 248.667976 223.1394 \n",
              "L 248.944396 190.883153 \n",
              "L 249.082605 176.452218 \n",
              "L 249.359025 228.369367 \n",
              "L 249.497234 229.860066 \n",
              "L 249.635444 218.297351 \n",
              "L 249.773654 189.944195 \n",
              "L 249.911863 218.033853 \n",
              "L 250.050073 194.224136 \n",
              "L 250.188283 249.568093 \n",
              "L 250.326493 197.902499 \n",
              "L 250.464702 197.823224 \n",
              "L 250.602912 196.366375 \n",
              "L 250.741122 236.06272 \n",
              "L 250.879331 206.95861 \n",
              "L 251.017541 216.010098 \n",
              "L 251.155751 237.377111 \n",
              "L 251.29396 173.137871 \n",
              "L 251.57038 225.240888 \n",
              "L 251.708589 217.005655 \n",
              "L 251.985009 176.061865 \n",
              "L 252.123218 240.108302 \n",
              "L 252.261428 211.640847 \n",
              "L 252.399638 278.633869 \n",
              "L 252.537847 225.629385 \n",
              "L 252.676057 258.082988 \n",
              "L 252.814267 210.456077 \n",
              "L 252.952476 248.034648 \n",
              "L 253.090686 219.371412 \n",
              "L 253.228896 226.542234 \n",
              "L 253.367106 202.938297 \n",
              "L 253.505315 198.72933 \n",
              "L 253.643525 243.615541 \n",
              "L 253.781735 177.564245 \n",
              "L 253.919944 255.78339 \n",
              "L 254.058154 188.414812 \n",
              "L 254.196364 195.778315 \n",
              "L 254.334573 163.044718 \n",
              "L 254.472783 186.680246 \n",
              "L 254.610993 242.329466 \n",
              "L 254.749202 220.130701 \n",
              "L 254.887412 230.084531 \n",
              "L 255.025622 216.914699 \n",
              "L 255.163831 254.492149 \n",
              "L 255.302041 183.041214 \n",
              "L 255.440251 212.568161 \n",
              "L 255.57846 159.014948 \n",
              "L 255.71667 223.399536 \n",
              "L 255.85488 175.641585 \n",
              "L 255.99309 247.066339 \n",
              "L 256.131299 230.374034 \n",
              "L 256.269509 243.943114 \n",
              "L 256.407719 206.439056 \n",
              "L 256.545928 230.477773 \n",
              "L 256.684138 201.411927 \n",
              "L 256.822348 236.523031 \n",
              "L 256.960557 242.762775 \n",
              "L 257.236977 197.434692 \n",
              "L 257.375186 241.178213 \n",
              "L 257.651606 176.488485 \n",
              "L 257.789815 189.965069 \n",
              "L 257.928025 243.029075 \n",
              "L 258.066235 249.129898 \n",
              "L 258.204444 236.083016 \n",
              "L 258.342654 242.491589 \n",
              "L 258.480864 231.948911 \n",
              "L 258.619073 238.498559 \n",
              "L 258.757283 236.046294 \n",
              "L 258.895493 194.873749 \n",
              "L 259.033703 209.772421 \n",
              "L 259.171912 182.737877 \n",
              "L 259.310122 222.390828 \n",
              "L 259.724751 149.147836 \n",
              "L 260.00117 230.903832 \n",
              "L 260.13938 254.904654 \n",
              "L 260.27759 229.437719 \n",
              "L 260.415799 227.802146 \n",
              "L 260.554009 196.752157 \n",
              "L 260.830428 225.820017 \n",
              "L 260.968638 190.813159 \n",
              "L 261.106848 215.884487 \n",
              "L 261.245057 145.809568 \n",
              "L 261.797896 279.74481 \n",
              "L 261.936106 199.13765 \n",
              "L 262.074316 192.665789 \n",
              "L 262.212525 275.600969 \n",
              "L 262.488945 227.839989 \n",
              "L 262.627154 239.557735 \n",
              "L 262.765364 226.714444 \n",
              "L 262.903574 228.112821 \n",
              "L 263.041783 223.660617 \n",
              "L 263.179993 234.948889 \n",
              "L 263.318203 214.495093 \n",
              "L 263.456412 257.07344 \n",
              "L 263.594622 198.669335 \n",
              "L 263.732832 248.986933 \n",
              "L 263.871041 249.543331 \n",
              "L 264.009251 204.250254 \n",
              "L 264.28567 216.107463 \n",
              "L 264.42388 203.892508 \n",
              "L 264.56209 152.008526 \n",
              "L 264.7003 187.902438 \n",
              "L 264.838509 169.783421 \n",
              "L 264.976719 192.065139 \n",
              "L 265.114929 251.779099 \n",
              "L 265.391348 195.736952 \n",
              "L 265.529558 184.808948 \n",
              "L 265.667767 247.831827 \n",
              "L 265.805977 212.541648 \n",
              "L 265.944187 225.559531 \n",
              "L 266.082396 182.718999 \n",
              "L 266.220606 176.436055 \n",
              "L 266.358816 209.46236 \n",
              "L 266.497025 210.39708 \n",
              "L 266.635235 215.063592 \n",
              "L 266.773445 231.415208 \n",
              "L 267.188074 178.235012 \n",
              "L 267.326284 214.894132 \n",
              "L 267.464493 206.442523 \n",
              "L 267.602703 225.759322 \n",
              "L 267.879122 165.772634 \n",
              "L 268.155542 214.672749 \n",
              "L 268.293751 180.696243 \n",
              "L 268.570171 232.363746 \n",
              "L 268.84659 193.608951 \n",
              "L 268.9848 251.884397 \n",
              "L 269.123009 230.236129 \n",
              "L 269.261219 167.41614 \n",
              "L 269.675848 279.80076 \n",
              "L 269.952268 205.299379 \n",
              "L 270.090477 207.290877 \n",
              "L 270.228687 220.894946 \n",
              "L 270.366897 221.312599 \n",
              "L 270.643316 159.386616 \n",
              "L 270.781526 261.51223 \n",
              "L 271.057945 218.03697 \n",
              "L 271.196155 277.310074 \n",
              "L 271.472574 240.753888 \n",
              "L 271.610784 244.494802 \n",
              "L 271.748993 235.533131 \n",
              "L 271.887203 200.820627 \n",
              "L 272.025413 237.776587 \n",
              "L 272.163622 183.875068 \n",
              "L 272.301832 244.510353 \n",
              "L 272.440042 213.408126 \n",
              "L 272.854671 248.363359 \n",
              "L 272.992881 194.100819 \n",
              "L 273.13109 205.838108 \n",
              "L 273.2693 183.719617 \n",
              "L 273.545719 221.650364 \n",
              "L 273.683929 220.077991 \n",
              "L 273.822139 194.72891 \n",
              "L 274.098558 259.328051 \n",
              "L 274.236768 209.01371 \n",
              "L 274.374977 211.952835 \n",
              "L 274.513187 218.608919 \n",
              "L 274.651397 201.460767 \n",
              "L 274.789606 216.214319 \n",
              "L 274.927816 201.234236 \n",
              "L 275.066026 251.085322 \n",
              "L 275.204235 248.148876 \n",
              "L 275.342445 193.220524 \n",
              "L 275.480655 264.288251 \n",
              "L 275.895284 185.58806 \n",
              "L 276.033494 240.028869 \n",
              "L 276.171703 244.301403 \n",
              "L 276.309913 239.903818 \n",
              "L 276.586332 195.685696 \n",
              "L 276.724542 250.659841 \n",
              "L 276.862752 202.021981 \n",
              "L 277.139171 193.350111 \n",
              "L 277.277381 194.632526 \n",
              "L 277.41559 217.702182 \n",
              "L 277.5538 184.195549 \n",
              "L 277.69201 207.80649 \n",
              "L 277.830219 251.111887 \n",
              "L 277.968429 248.344429 \n",
              "L 278.106639 156.38923 \n",
              "L 278.244848 233.221818 \n",
              "L 278.383058 213.490658 \n",
              "L 278.659478 261.120283 \n",
              "L 278.797687 244.187175 \n",
              "L 278.935897 196.113839 \n",
              "L 279.074107 224.131559 \n",
              "L 279.212316 208.502702 \n",
              "L 279.350526 218.804594 \n",
              "L 279.488736 185.263131 \n",
              "L 279.626945 258.134297 \n",
              "L 279.765155 210.966823 \n",
              "L 279.903365 236.078007 \n",
              "L 280.041574 240.194705 \n",
              "L 280.179784 219.538176 \n",
              "L 280.317994 226.703866 \n",
              "L 280.456203 187.495187 \n",
              "L 280.594413 180.261235 \n",
              "L 280.732623 238.766435 \n",
              "L 280.870832 204.260814 \n",
              "L 281.147252 230.654396 \n",
              "L 281.285462 192.509305 \n",
              "L 281.423671 195.717322 \n",
              "L 281.561881 255.766403 \n",
              "L 281.8383 201.093249 \n",
              "L 281.97651 197.331303 \n",
              "L 282.11472 239.192512 \n",
              "L 282.252929 222.741009 \n",
              "L 282.391139 256.221251 \n",
              "L 282.529349 173.128292 \n",
              "L 282.667558 227.463996 \n",
              "L 282.805768 226.349885 \n",
              "L 282.943978 150.695291 \n",
              "L 283.082187 215.918512 \n",
              "L 283.220397 203.896851 \n",
              "L 283.358607 215.678882 \n",
              "L 283.496816 239.700017 \n",
              "L 283.635026 195.476011 \n",
              "L 283.911445 229.984959 \n",
              "L 284.049655 238.046092 \n",
              "L 284.187865 216.964012 \n",
              "L 284.326075 259.22981 \n",
              "L 284.602494 236.398594 \n",
              "L 284.740704 228.815319 \n",
              "L 284.878913 185.111917 \n",
              "L 285.017123 188.32179 \n",
              "L 285.155333 234.550621 \n",
              "L 285.293542 179.002321 \n",
              "L 285.431752 250.697491 \n",
              "L 285.569962 263.269386 \n",
              "L 285.708171 194.716127 \n",
              "L 285.846381 254.385642 \n",
              "L 285.984591 210.530572 \n",
              "L 286.1228 214.750256 \n",
              "L 286.26101 223.337439 \n",
              "L 286.39922 172.763523 \n",
              "L 286.537429 198.905288 \n",
              "L 286.675639 188.135081 \n",
              "L 286.813849 223.367332 \n",
              "L 286.952059 213.852432 \n",
              "L 287.090268 235.62878 \n",
              "L 287.228478 215.008588 \n",
              "L 287.366688 236.700915 \n",
              "L 287.504897 225.348585 \n",
              "L 287.643107 227.278109 \n",
              "L 287.781317 170.564004 \n",
              "L 287.919526 267.502887 \n",
              "L 288.195946 190.095478 \n",
              "L 288.472365 234.089907 \n",
              "L 288.610575 230.654921 \n",
              "L 288.748784 198.810217 \n",
              "L 288.886994 242.921238 \n",
              "L 289.301623 211.580677 \n",
              "L 289.439833 232.661917 \n",
              "L 289.578042 189.841699 \n",
              "L 289.716252 238.118573 \n",
              "L 289.854462 223.780117 \n",
              "L 289.992672 252.913383 \n",
              "L 290.269091 167.387964 \n",
              "L 290.54551 264.526024 \n",
              "L 290.82193 233.327693 \n",
              "L 290.960139 200.004688 \n",
              "L 291.236559 203.672054 \n",
              "L 291.374768 214.467022 \n",
              "L 291.512978 158.522222 \n",
              "L 291.651188 264.030636 \n",
              "L 291.789397 186.560466 \n",
              "L 291.927607 201.265406 \n",
              "L 292.065817 263.639303 \n",
              "L 292.204026 227.588294 \n",
              "L 292.342236 223.970766 \n",
              "L 292.480446 164.599282 \n",
              "L 292.618656 235.302012 \n",
              "L 292.756865 227.436047 \n",
              "L 292.895075 200.980439 \n",
              "L 293.033285 251.768855 \n",
              "L 293.171494 259.545738 \n",
              "L 293.309704 170.159274 \n",
              "L 293.447914 236.277886 \n",
              "L 293.586123 219.531294 \n",
              "L 293.724333 244.814583 \n",
              "L 293.862543 237.609894 \n",
              "L 294.000752 194.863365 \n",
              "L 294.138962 224.967986 \n",
              "L 294.415381 192.03241 \n",
              "L 294.553591 199.639202 \n",
              "L 294.691801 260.412671 \n",
              "L 294.96822 212.85987 \n",
              "L 295.10643 221.180438 \n",
              "L 295.244639 247.0676 \n",
              "L 295.382849 214.810811 \n",
              "L 295.521059 284.319061 \n",
              "L 295.659269 179.487972 \n",
              "L 295.797478 259.680683 \n",
              "L 295.935688 145.705286 \n",
              "L 296.073898 224.924698 \n",
              "L 296.350317 235.906393 \n",
              "L 296.488527 235.653804 \n",
              "L 296.626736 283.926423 \n",
              "L 296.764946 242.142038 \n",
              "L 296.903156 238.32796 \n",
              "L 297.041365 220.740265 \n",
              "L 297.179575 169.780217 \n",
              "L 297.317785 185.193137 \n",
              "L 297.594204 264.418187 \n",
              "L 297.870623 207.461458 \n",
              "L 298.008833 230.898526 \n",
              "L 298.285253 211.679425 \n",
              "L 298.423462 220.905698 \n",
              "L 298.561672 188.889396 \n",
              "L 298.838091 216.657347 \n",
              "L 298.976301 214.566278 \n",
              "L 299.114511 239.628132 \n",
              "L 299.25272 227.136755 \n",
              "L 299.39093 185.092515 \n",
              "L 299.667349 246.957504 \n",
              "L 299.805559 187.91988 \n",
              "L 299.943769 197.518766 \n",
              "L 300.081978 231.577103 \n",
              "L 300.220188 233.695614 \n",
              "L 300.358398 207.879672 \n",
              "L 300.496607 265.136709 \n",
              "L 300.634817 217.98841 \n",
              "L 300.911237 262.807533 \n",
              "L 301.049446 195.424772 \n",
              "L 301.325866 242.128975 \n",
              "L 301.464075 262.70565 \n",
              "L 301.740495 188.596549 \n",
              "L 301.878704 235.883347 \n",
              "L 302.016914 189.217933 \n",
              "L 302.155124 226.747225 \n",
              "L 302.293333 225.820753 \n",
              "L 302.431543 269.240728 \n",
              "L 302.707962 209.489853 \n",
              "L 302.846172 212.343556 \n",
              "L 302.984382 197.879926 \n",
              "L 303.399011 253.10645 \n",
              "L 303.53722 248.739668 \n",
              "L 303.67543 198.619042 \n",
              "L 303.81364 284.512985 \n",
              "L 303.95185 235.805841 \n",
              "L 304.090059 239.060701 \n",
              "L 304.228269 264.398627 \n",
              "L 304.504688 199.132589 \n",
              "L 304.642898 247.371883 \n",
              "L 304.781108 229.710691 \n",
              "L 304.919317 256.209011 \n",
              "L 305.057527 227.697129 \n",
              "L 305.195737 245.754557 \n",
              "L 305.333946 225.313509 \n",
              "L 305.748575 259.419321 \n",
              "L 305.886785 193.752319 \n",
              "L 306.024995 197.697122 \n",
              "L 306.163204 245.745679 \n",
              "L 306.301414 236.240113 \n",
              "L 306.439624 211.175947 \n",
              "L 306.577834 259.518543 \n",
              "L 306.854253 194.873084 \n",
              "L 306.992463 188.540879 \n",
              "L 307.268882 270.424693 \n",
              "L 307.407092 249.15874 \n",
              "L 307.545301 256.651916 \n",
              "L 307.683511 212.040639 \n",
              "L 307.821721 214.126087 \n",
              "L 307.95993 208.513227 \n",
              "L 308.23635 224.93235 \n",
              "L 308.374559 229.346151 \n",
              "L 308.512769 247.782007 \n",
              "L 308.650979 234.69814 \n",
              "L 308.927398 182.911733 \n",
              "L 309.203817 235.017325 \n",
              "L 309.342027 221.993243 \n",
              "L 309.480237 256.855402 \n",
              "L 309.618447 229.503301 \n",
              "L 309.756656 248.539457 \n",
              "L 309.894866 218.157555 \n",
              "L 310.033076 234.107015 \n",
              "L 310.171285 222.427585 \n",
              "L 310.309495 242.355085 \n",
              "L 310.447705 193.32703 \n",
              "L 310.724124 247.547525 \n",
              "L 310.862334 195.78651 \n",
              "L 311.000543 201.748746 \n",
              "L 311.138753 191.916622 \n",
              "L 311.276963 220.566532 \n",
              "L 311.415172 291.395188 \n",
              "L 311.553382 263.997977 \n",
              "L 311.691592 202.048721 \n",
              "L 311.829801 242.839161 \n",
              "L 312.244431 204.205547 \n",
              "L 312.38264 193.948572 \n",
              "L 312.52085 209.304667 \n",
              "L 312.65906 208.255595 \n",
              "L 312.797269 189.074863 \n",
              "L 312.935479 238.296334 \n",
              "L 313.073689 240.812079 \n",
              "L 313.211898 205.82191 \n",
              "L 313.350108 236.723348 \n",
              "L 313.626527 229.526591 \n",
              "L 313.764737 271.127191 \n",
              "L 314.041156 227.13665 \n",
              "L 314.179366 236.918533 \n",
              "L 314.317576 234.063639 \n",
              "L 314.593995 211.591657 \n",
              "L 314.732205 234.177307 \n",
              "L 314.870414 202.726843 \n",
              "L 315.008624 210.142811 \n",
              "L 315.146834 187.951471 \n",
              "L 315.423253 250.762406 \n",
              "L 315.561463 173.93551 \n",
              "L 315.837882 221.859016 \n",
              "L 315.976092 246.023974 \n",
              "L 316.390721 212.319215 \n",
              "L 316.528931 241.042252 \n",
              "L 316.66714 213.07325 \n",
              "L 316.80535 219.778524 \n",
              "L 316.94356 253.126203 \n",
              "L 317.081769 185.035847 \n",
              "L 317.219979 232.320859 \n",
              "L 317.358189 198.362461 \n",
              "L 317.496398 199.161151 \n",
              "L 317.634608 201.689382 \n",
              "L 317.772818 196.407492 \n",
              "L 317.911028 242.469647 \n",
              "L 318.049237 234.884114 \n",
              "L 318.187447 217.708608 \n",
              "L 318.325657 250.745823 \n",
              "L 318.463866 200.617334 \n",
              "L 318.740286 287.062327 \n",
              "L 319.154915 179.661566 \n",
              "L 319.431334 272.088757 \n",
              "L 319.569544 227.372865 \n",
              "L 319.707753 229.026598 \n",
              "L 319.845963 266.697087 \n",
              "L 319.984173 168.139425 \n",
              "L 320.122382 245.65411 \n",
              "L 320.260592 247.868129 \n",
              "L 320.398802 207.936445 \n",
              "L 320.537011 264.888831 \n",
              "L 320.675221 161.978835 \n",
              "L 320.813431 218.466514 \n",
              "L 320.951641 211.540663 \n",
              "L 321.22806 255.514638 \n",
              "L 321.36627 217.309867 \n",
              "L 321.504479 267.578134 \n",
              "L 321.642689 223.596402 \n",
              "L 321.780899 237.627213 \n",
              "L 321.919108 175.619135 \n",
              "L 322.057318 195.483488 \n",
              "L 322.195528 240.627558 \n",
              "L 322.333737 229.153978 \n",
              "L 322.471947 198.081293 \n",
              "L 322.610157 213.167305 \n",
              "L 322.748366 200.574098 \n",
              "L 322.886576 266.438247 \n",
              "L 323.024786 250.178952 \n",
              "L 323.162995 247.686953 \n",
              "L 323.301205 236.473771 \n",
              "L 323.439415 238.809619 \n",
              "L 323.577625 238.630947 \n",
              "L 323.854044 210.154299 \n",
              "L 323.992254 259.564703 \n",
              "L 324.130463 162.068775 \n",
              "L 324.268673 222.835957 \n",
              "L 324.406883 195.648553 \n",
              "L 324.545092 205.348184 \n",
              "L 324.683302 236.335376 \n",
              "L 324.821512 208.967042 \n",
              "L 324.959721 249.412291 \n",
              "L 325.097931 226.875919 \n",
              "L 325.236141 267.761692 \n",
              "L 325.37435 249.143785 \n",
              "L 325.51256 208.887731 \n",
              "L 325.65077 258.461748 \n",
              "L 325.788979 210.529294 \n",
              "L 325.927189 241.524507 \n",
              "L 326.065399 219.903137 \n",
              "L 326.203608 244.747075 \n",
              "L 326.341818 177.840386 \n",
              "L 326.480028 230.585242 \n",
              "L 326.618238 228.652181 \n",
              "L 326.894657 217.761091 \n",
              "L 327.171076 262.454323 \n",
              "L 327.447496 149.039351 \n",
              "L 327.723915 261.0633 \n",
              "L 328.000334 225.272602 \n",
              "L 328.138544 260.797928 \n",
              "L 328.276754 187.799172 \n",
              "L 328.414963 212.615512 \n",
              "L 328.553173 214.648513 \n",
              "L 328.691383 154.403073 \n",
              "L 328.829592 175.824127 \n",
              "L 329.106012 281.073281 \n",
              "L 329.244222 221.105243 \n",
              "L 329.382431 212.4581 \n",
              "L 329.520641 235.175385 \n",
              "L 329.658851 220.114065 \n",
              "L 329.79706 261.531878 \n",
              "L 329.93527 259.201967 \n",
              "L 330.07348 206.530992 \n",
              "L 330.211689 246.605747 \n",
              "L 330.349899 213.79291 \n",
              "L 330.626318 266.733424 \n",
              "L 330.764528 226.715617 \n",
              "L 330.902738 263.054483 \n",
              "L 331.179157 213.995397 \n",
              "L 331.317367 207.400395 \n",
              "L 331.455576 173.664237 \n",
              "L 331.731996 222.017549 \n",
              "L 332.008415 206.138906 \n",
              "L 332.146625 168.276559 \n",
              "L 332.284835 220.285311 \n",
              "L 332.423044 227.666063 \n",
              "L 332.561254 259.162075 \n",
              "L 332.699464 167.580995 \n",
              "L 332.837673 245.577917 \n",
              "L 332.975883 241.980178 \n",
              "L 333.114093 262.064443 \n",
              "L 333.390512 194.746299 \n",
              "L 333.528722 250.021015 \n",
              "L 333.666931 175.675015 \n",
              "L 333.805141 252.033824 \n",
              "L 333.943351 187.259059 \n",
              "L 334.21977 266.55223 \n",
              "L 334.35798 215.482594 \n",
              "L 334.496189 232.89547 \n",
              "L 334.634399 212.144501 \n",
              "L 335.049028 274.020996 \n",
              "L 335.187238 225.292951 \n",
              "L 335.325448 215.817382 \n",
              "L 335.601867 270.331723 \n",
              "L 335.740077 230.467651 \n",
              "L 335.878286 236.150873 \n",
              "L 336.016496 214.075776 \n",
              "L 336.154706 273.150998 \n",
              "L 336.431125 190.810707 \n",
              "L 336.569335 235.811952 \n",
              "L 336.845754 232.861708 \n",
              "L 337.122173 160.033708 \n",
              "L 337.260383 250.168323 \n",
              "L 337.398593 222.930643 \n",
              "L 337.536803 238.687107 \n",
              "L 337.675012 210.256619 \n",
              "L 337.813222 212.308357 \n",
              "L 337.951432 199.971451 \n",
              "L 338.227851 253.653882 \n",
              "L 338.50427 159.658888 \n",
              "L 338.78069 270.562282 \n",
              "L 338.918899 260.405246 \n",
              "L 339.195319 200.332262 \n",
              "L 339.333528 246.495704 \n",
              "L 339.471738 232.348178 \n",
              "L 339.609948 232.343064 \n",
              "L 339.748157 204.142295 \n",
              "L 339.886367 250.61009 \n",
              "L 340.024577 224.246663 \n",
              "L 340.300996 240.107917 \n",
              "L 340.439206 217.414832 \n",
              "L 340.577416 251.268669 \n",
              "L 340.715625 215.64899 \n",
              "L 340.853835 237.526713 \n",
              "L 340.992045 234.92003 \n",
              "L 341.268464 220.212498 \n",
              "L 341.406674 205.529727 \n",
              "L 341.544883 206.227585 \n",
              "L 341.683093 256.933329 \n",
              "L 341.959512 198.108033 \n",
              "L 342.097722 207.500719 \n",
              "L 342.512351 288.116897 \n",
              "L 342.78877 198.589727 \n",
              "L 342.92698 243.601269 \n",
              "L 343.06519 208.298569 \n",
              "L 343.341609 247.539645 \n",
              "L 343.479819 223.614561 \n",
              "L 343.618029 219.741767 \n",
              "L 343.894448 250.483463 \n",
              "L 344.032658 201.713232 \n",
              "L 344.170867 222.589936 \n",
              "L 344.309077 217.387339 \n",
              "L 344.447287 167.341803 \n",
              "L 344.585496 195.568578 \n",
              "L 344.723706 197.988586 \n",
              "L 344.861916 207.054311 \n",
              "L 345.000125 174.789099 \n",
              "L 345.138335 181.332425 \n",
              "L 345.276545 280.078127 \n",
              "L 345.552964 234.774438 \n",
              "L 345.691174 279.752445 \n",
              "L 345.829383 222.394365 \n",
              "L 346.105803 271.249335 \n",
              "L 346.244013 270.19993 \n",
              "L 346.382222 250.410544 \n",
              "L 346.520432 261.385042 \n",
              "L 346.658642 203.73049 \n",
              "L 346.796851 204.129459 \n",
              "L 346.935061 207.675433 \n",
              "L 347.073271 240.4578 \n",
              "L 347.21148 187.277376 \n",
              "L 347.34969 252.715501 \n",
              "L 347.4879 255.28189 \n",
              "L 347.626109 194.287353 \n",
              "L 347.764319 202.310696 \n",
              "L 347.902529 223.729596 \n",
              "L 348.040738 195.033876 \n",
              "L 348.178948 213.692113 \n",
              "L 348.317158 214.861262 \n",
              "L 348.455367 231.083905 \n",
              "L 348.731787 215.08606 \n",
              "L 348.869997 217.777867 \n",
              "L 349.146416 244.298058 \n",
              "L 349.284626 228.107988 \n",
              "L 349.422835 286.7915 \n",
              "L 349.561045 213.179493 \n",
              "L 349.699255 252.888569 \n",
              "L 349.837464 244.560961 \n",
              "L 349.975674 259.627255 \n",
              "L 350.113884 208.188508 \n",
              "L 350.252093 264.433808 \n",
              "L 350.390303 216.209013 \n",
              "L 350.528513 219.727932 \n",
              "L 350.804932 264.472719 \n",
              "L 350.943142 174.976106 \n",
              "L 351.081351 225.685475 \n",
              "L 351.219561 209.3506 \n",
              "L 351.357771 234.415991 \n",
              "L 351.49598 206.2652 \n",
              "L 351.7724 253.199174 \n",
              "L 351.91061 256.168769 \n",
              "L 352.048819 217.122615 \n",
              "L 352.187029 219.818625 \n",
              "L 352.325239 250.671538 \n",
              "L 352.463448 215.125373 \n",
              "L 352.739868 245.09892 \n",
              "L 352.878077 194.44368 \n",
              "L 353.154497 246.385906 \n",
              "L 353.292706 230.277737 \n",
              "L 353.430916 196.305994 \n",
              "L 353.569126 207.849061 \n",
              "L 353.845545 254.597884 \n",
              "L 353.983755 191.616385 \n",
              "L 354.121964 267.834225 \n",
              "L 354.398384 147.86015 \n",
              "L 354.674803 268.644666 \n",
              "L 354.813013 293.242556 \n",
              "L 354.951223 243.31828 \n",
              "L 355.089432 265.688379 \n",
              "L 355.365852 171.898306 \n",
              "L 355.504061 221.060974 \n",
              "L 355.780481 239.717774 \n",
              "L 355.91869 260.570802 \n",
              "L 356.0569 220.899726 \n",
              "L 356.19511 266.938906 \n",
              "L 356.471529 192.9482 \n",
              "L 356.609739 268.477482 \n",
              "L 356.747948 248.579699 \n",
              "L 356.886158 246.978799 \n",
              "L 357.024368 280.334831 \n",
              "L 357.300787 222.894884 \n",
              "L 357.438997 203.593374 \n",
              "L 357.577207 221.831838 \n",
              "L 357.715416 257.524838 \n",
              "L 357.853626 208.144816 \n",
              "L 357.991836 269.790612 \n",
              "L 358.130045 224.378631 \n",
              "L 358.268255 226.424275 \n",
              "L 358.406465 242.11894 \n",
              "L 358.544674 204.714506 \n",
              "L 358.682884 230.028178 \n",
              "L 358.821094 228.845439 \n",
              "L 358.959303 198.738191 \n",
              "L 359.097513 219.398608 \n",
              "L 359.373932 273.05337 \n",
              "L 359.650352 229.808722 \n",
              "L 359.788561 237.332789 \n",
              "L 359.926771 268.75963 \n",
              "L 360.064981 265.813728 \n",
              "L 360.203191 219.888479 \n",
              "L 360.3414 230.467721 \n",
              "L 360.47961 215.661266 \n",
              "L 360.61782 251.955512 \n",
              "L 360.756029 251.917337 \n",
              "L 360.894239 248.856155 \n",
              "L 361.032449 217.170877 \n",
              "L 361.308868 242.144385 \n",
              "L 361.447078 212.832097 \n",
              "L 361.585287 262.733862 \n",
              "L 361.723497 230.228652 \n",
              "L 361.861707 246.23534 \n",
              "L 361.999916 233.200121 \n",
              "L 362.138126 239.201127 \n",
              "L 362.276336 255.77987 \n",
              "L 362.414545 194.351831 \n",
              "L 362.552755 205.369145 \n",
              "L 362.690965 228.117094 \n",
              "L 362.829175 218.320817 \n",
              "L 362.967384 236.903052 \n",
              "L 363.105594 228.300354 \n",
              "L 363.243804 262.319238 \n",
              "L 363.382013 220.197946 \n",
              "L 363.520223 240.969719 \n",
              "L 363.658433 241.265106 \n",
              "L 363.796642 212.001115 \n",
              "L 363.934852 233.014129 \n",
              "L 364.073062 235.634594 \n",
              "L 364.211271 258.772878 \n",
              "L 364.349481 170.997523 \n",
              "L 364.487691 180.677838 \n",
              "L 364.76411 250.817726 \n",
              "L 364.90232 263.197221 \n",
              "L 365.178739 210.898422 \n",
              "L 365.316949 263.333059 \n",
              "L 365.455158 204.865387 \n",
              "L 365.593368 194.895499 \n",
              "L 365.731578 235.92837 \n",
              "L 365.869788 213.126836 \n",
              "L 366.007997 248.985497 \n",
              "L 366.146207 247.541221 \n",
              "L 366.284417 252.062228 \n",
              "L 366.422626 278.173627 \n",
              "L 366.699046 231.246641 \n",
              "L 366.837255 224.043913 \n",
              "L 366.975465 269.394848 \n",
              "L 367.113675 196.625302 \n",
              "L 367.390094 255.538629 \n",
              "L 367.666513 207.176158 \n",
              "L 367.804723 236.893719 \n",
              "L 367.942933 209.970181 \n",
              "L 368.081142 214.503008 \n",
              "L 368.219352 231.998627 \n",
              "L 368.357562 264.931927 \n",
              "L 368.495772 185.775487 \n",
              "L 368.910401 278.967204 \n",
              "L 369.04861 259.489806 \n",
              "L 369.18682 218.537068 \n",
              "L 369.32503 236.499146 \n",
              "L 369.463239 202.118102 \n",
              "L 369.601449 256.863807 \n",
              "L 369.739659 243.411845 \n",
              "L 369.877868 214.742656 \n",
              "L 370.016078 246.716439 \n",
              "L 370.154288 220.518217 \n",
              "L 370.430707 263.544372 \n",
              "L 370.568917 227.812916 \n",
              "L 370.707126 247.23981 \n",
              "L 370.845336 182.680246 \n",
              "L 371.121755 234.758958 \n",
              "L 371.259965 250.804907 \n",
              "L 371.398175 236.608016 \n",
              "L 371.536385 205.257911 \n",
              "L 371.674594 255.713063 \n",
              "L 371.812804 200.286451 \n",
              "L 371.951014 242.531953 \n",
              "L 372.089223 239.704273 \n",
              "L 372.227433 214.730467 \n",
              "L 372.365643 232.555656 \n",
              "L 372.503852 228.168473 \n",
              "L 372.642062 228.145288 \n",
              "L 372.780272 203.188031 \n",
              "L 372.918481 246.105964 \n",
              "L 373.056691 239.398011 \n",
              "L 373.194901 278.292444 \n",
              "L 373.33311 264.230164 \n",
              "L 373.47132 198.827378 \n",
              "L 373.885949 255.91161 \n",
              "L 374.024159 253.315031 \n",
              "L 374.162369 209.216496 \n",
              "L 374.300578 210.154001 \n",
              "L 374.438788 219.875994 \n",
              "L 374.576998 205.966959 \n",
              "L 374.853417 269.994728 \n",
              "L 374.991627 216.818875 \n",
              "L 375.129836 224.228416 \n",
              "L 375.268046 225.522704 \n",
              "L 375.544465 212.38301 \n",
              "L 375.682675 235.936846 \n",
              "L 375.820885 238.313986 \n",
              "L 375.959094 212.036278 \n",
              "L 376.235514 263.120625 \n",
              "L 376.373723 253.328708 \n",
              "L 376.511933 268.177647 \n",
              "L 376.650143 269.343994 \n",
              "L 376.926562 189.285703 \n",
              "L 377.064772 204.728708 \n",
              "L 377.202982 235.619411 \n",
              "L 377.341191 213.469312 \n",
              "L 377.479401 240.458378 \n",
              "L 377.617611 231.388363 \n",
              "L 377.89403 275.018251 \n",
              "L 378.03224 265.025895 \n",
              "L 378.170449 228.24964 \n",
              "L 378.308659 283.253791 \n",
              "L 378.585078 227.288862 \n",
              "L 378.723288 209.940358 \n",
              "L 378.861498 295.488 \n",
              "L 379.137917 234.081186 \n",
              "L 379.276127 219.809362 \n",
              "L 379.552546 217.989075 \n",
              "L 379.690756 201.999636 \n",
              "L 379.828966 293.20875 \n",
              "L 379.967175 215.27051 \n",
              "L 380.381804 254.366047 \n",
              "L 380.520014 221.143839 \n",
              "L 380.658224 276.098108 \n",
              "L 380.934643 222.539047 \n",
              "L 381.072853 239.71576 \n",
              "L 381.349272 197.828915 \n",
              "L 381.487482 250.651155 \n",
              "L 381.625691 204.460744 \n",
              "L 381.763901 258.576747 \n",
              "L 381.902111 204.747883 \n",
              "L 382.04032 244.28102 \n",
              "L 382.17853 217.191681 \n",
              "L 382.593159 277.309303 \n",
              "L 382.731369 208.318917 \n",
              "L 383.145998 285.87451 \n",
              "L 383.284208 209.896071 \n",
              "L 383.422417 237.08731 \n",
              "L 383.560627 234.949677 \n",
              "L 383.698837 174.136579 \n",
              "L 383.975256 263.559607 \n",
              "L 384.113466 239.760853 \n",
              "L 384.251675 243.783425 \n",
              "L 384.389885 273.735152 \n",
              "L 384.528095 181.580618 \n",
              "L 384.666304 264.186893 \n",
              "L 384.804514 236.360663 \n",
              "L 384.942724 271.868285 \n",
              "L 385.080933 243.931784 \n",
              "L 385.219143 243.876045 \n",
              "L 385.357353 228.803061 \n",
              "L 385.495563 240.170976 \n",
              "L 385.633772 269.624269 \n",
              "L 385.771982 212.971595 \n",
              "L 385.910192 212.90773 \n",
              "L 386.048401 156.144364 \n",
              "L 386.186611 249.533577 \n",
              "L 386.324821 256.649009 \n",
              "L 386.60124 227.291278 \n",
              "L 386.73945 178.537263 \n",
              "L 386.877659 238.615414 \n",
              "L 387.015869 238.748573 \n",
              "L 387.154079 208.686032 \n",
              "L 387.292288 270.775276 \n",
              "L 387.430498 175.561206 \n",
              "L 387.568708 224.193077 \n",
              "L 387.706917 200.688151 \n",
              "L 387.845127 240.387438 \n",
              "L 387.983337 191.437661 \n",
              "L 388.121546 248.800521 \n",
              "L 388.259756 240.12795 \n",
              "L 388.397966 207.860111 \n",
              "L 388.536176 256.604547 \n",
              "L 388.674385 200.106133 \n",
              "L 388.812595 252.734537 \n",
              "L 388.950805 224.787336 \n",
              "L 389.089014 257.667436 \n",
              "L 389.227224 206.663486 \n",
              "L 389.365434 216.824461 \n",
              "L 389.503643 214.824313 \n",
              "L 389.641853 218.999289 \n",
              "L 389.780063 218.988327 \n",
              "L 389.918272 209.165852 \n",
              "L 390.056482 181.713777 \n",
              "L 390.332901 238.148325 \n",
              "L 390.471111 229.652308 \n",
              "L 390.609321 252.896817 \n",
              "L 390.88574 222.184803 \n",
              "L 391.02395 249.750109 \n",
              "L 391.16216 232.443511 \n",
              "L 391.300369 263.539977 \n",
              "L 391.576789 225.750601 \n",
              "L 391.714998 225.956661 \n",
              "L 391.853208 276.278461 \n",
              "L 391.991418 190.455326 \n",
              "L 392.129627 238.679647 \n",
              "L 392.267837 221.727398 \n",
              "L 392.406047 255.973566 \n",
              "L 392.544256 242.708453 \n",
              "L 392.682466 259.050631 \n",
              "L 392.820676 226.404627 \n",
              "L 392.958885 224.74888 \n",
              "L 393.097095 204.710636 \n",
              "L 393.235305 270.375922 \n",
              "L 393.373514 259.868636 \n",
              "L 393.511724 185.550988 \n",
              "L 393.788144 280.756302 \n",
              "L 394.064563 225.284335 \n",
              "L 394.202773 295.325667 \n",
              "L 394.340982 195.094414 \n",
              "L 394.479192 261.72652 \n",
              "L 394.617402 196.487188 \n",
              "L 394.893821 244.229956 \n",
              "L 395.032031 238.093006 \n",
              "L 395.30845 262.4345 \n",
              "L 395.44666 233.038138 \n",
              "L 395.584869 251.614857 \n",
              "L 395.723079 217.462972 \n",
              "L 395.861289 255.373739 \n",
              "L 395.999498 224.418645 \n",
              "L 396.275918 271.545055 \n",
              "L 396.414127 206.674396 \n",
              "L 396.552337 246.860262 \n",
              "L 396.690547 222.067632 \n",
              "L 396.966966 271.115511 \n",
              "L 397.243386 233.279256 \n",
              "L 397.381595 267.664852 \n",
              "L 397.519805 219.898251 \n",
              "L 397.658015 262.006322 \n",
              "L 397.796224 178.688652 \n",
              "L 397.934434 227.655346 \n",
              "L 398.072644 224.133765 \n",
              "L 398.210853 262.317679 \n",
              "L 398.349063 171.374305 \n",
              "L 398.487273 234.239771 \n",
              "L 398.487273 234.239771 \n",
              "\" style=\"fill:none;stroke:#1f77b4;stroke-linecap:square;stroke-width:1.5;\"/>\n",
              "   </g>\n",
              "   <g id=\"patch_3\">\n",
              "    <path d=\"M 57.6 307.584 \n",
              "L 57.6 41.472 \n",
              "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n",
              "   </g>\n",
              "   <g id=\"patch_4\">\n",
              "    <path d=\"M 414.72 307.584 \n",
              "L 414.72 41.472 \n",
              "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n",
              "   </g>\n",
              "   <g id=\"patch_5\">\n",
              "    <path d=\"M 57.6 307.584 \n",
              "L 414.72 307.584 \n",
              "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n",
              "   </g>\n",
              "   <g id=\"patch_6\">\n",
              "    <path d=\"M 57.6 41.472 \n",
              "L 414.72 41.472 \n",
              "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n",
              "   </g>\n",
              "   <g id=\"text_12\">\n",
              "    <!-- training loss -->\n",
              "    <g transform=\"translate(199.420312 35.472)scale(0.12 -0.12)\">\n",
              "     <use xlink:href=\"#DejaVuSans-116\"/>\n",
              "     <use x=\"39.208984\" xlink:href=\"#DejaVuSans-114\"/>\n",
              "     <use x=\"80.322266\" xlink:href=\"#DejaVuSans-97\"/>\n",
              "     <use x=\"141.601562\" xlink:href=\"#DejaVuSans-105\"/>\n",
              "     <use x=\"169.384766\" xlink:href=\"#DejaVuSans-110\"/>\n",
              "     <use x=\"232.763672\" xlink:href=\"#DejaVuSans-105\"/>\n",
              "     <use x=\"260.546875\" xlink:href=\"#DejaVuSans-110\"/>\n",
              "     <use x=\"323.925781\" xlink:href=\"#DejaVuSans-103\"/>\n",
              "     <use x=\"387.402344\" xlink:href=\"#DejaVuSans-32\"/>\n",
              "     <use x=\"419.189453\" xlink:href=\"#DejaVuSans-108\"/>\n",
              "     <use x=\"446.972656\" xlink:href=\"#DejaVuSans-111\"/>\n",
              "     <use x=\"508.154297\" xlink:href=\"#DejaVuSans-115\"/>\n",
              "     <use x=\"560.253906\" xlink:href=\"#DejaVuSans-115\"/>\n",
              "    </g>\n",
              "   </g>\n",
              "  </g>\n",
              " </g>\n",
              " <defs>\n",
              "  <clipPath id=\"p97fa6ed42e\">\n",
              "   <rect height=\"266.112\" width=\"357.12\" x=\"57.6\" y=\"41.472\"/>\n",
              "  </clipPath>\n",
              " </defs>\n",
              "</svg>\n",
              "</div>"
            ]
          },
          "metadata": {},
          "output_type" : "display_data"
        },
        {
          "data" : {
            "text/html" : [
              "<div style='width:600px'><?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\n",
              "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n",
              "  \"https://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n",
              "<!-- Created with matplotlib (https://matplotlib.org/) -->\n",
              "<svg height=\"345.6pt\" version=\"1.1\" viewBox=\"0 0 460.8 345.6\" width=\"460.8pt\" xmlns=\"https://www.w3.org/2000/svg\" xmlns:xlink=\"https://www.w3.org/1999/xlink\">\n",
              " <defs>\n",
              "  <style type=\"text/css\">\n",
              "*{stroke-linecap:butt;stroke-linejoin:round;}\n",
              "  </style>\n",
              " </defs>\n",
              " <g id=\"figure_1\">\n",
              "  <g id=\"patch_1\">\n",
              "   <path d=\"M 0 345.6 \n",
              "L 460.8 345.6 \n",
              "L 460.8 0 \n",
              "L 0 0 \n",
              "z\n",
              "\" style=\"fill:#ffffff;\"/>\n",
              "  </g>\n",
              "  <g id=\"axes_1\">\n",
              "   <g id=\"patch_2\">\n",
              "    <path d=\"M 57.6 307.584 \n",
              "L 414.72 307.584 \n",
              "L 414.72 41.472 \n",
              "L 57.6 41.472 \n",
              "z\n",
              "\" style=\"fill:#ffffff;\"/>\n",
              "   </g>\n",
              "   <g id=\"matplotlib.axis_1\">\n",
              "    <g id=\"xtick_1\">\n",
              "     <g id=\"line2d_1\">\n",
              "      <path clip-path=\"url(#pdbb40425d4)\" d=\"M 73.832727 307.584 \n",
              "L 73.832727 41.472 \n",
              "\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n",
              "     </g>\n",
              "     <g id=\"line2d_2\">\n",
              "      <defs>\n",
              "       <path d=\"M 0 0 \n",
              "L 0 3.5 \n",
              "\" id=\"m15a506419d\" style=\"stroke:#000000;stroke-width:0.8;\"/>\n",
              "      </defs>\n",
              "      <g>\n",
              "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"73.832727\" xlink:href=\"#m15a506419d\" y=\"307.584\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "     <g id=\"text_1\">\n",
              "      <!-- 0 -->\n",
              "      <defs>\n",
              "       <path d=\"M 31.78125 66.40625 \n",
              "Q 24.171875 66.40625 20.328125 58.90625 \n",
              "Q 16.5 51.421875 16.5 36.375 \n",
              "Q 16.5 21.390625 20.328125 13.890625 \n",
              "Q 24.171875 6.390625 31.78125 6.390625 \n",
              "Q 39.453125 6.390625 43.28125 13.890625 \n",
              "Q 47.125 21.390625 47.125 36.375 \n",
              "Q 47.125 51.421875 43.28125 58.90625 \n",
              "Q 39.453125 66.40625 31.78125 66.40625 \n",
              "z\n",
              "M 31.78125 74.21875 \n",
              "Q 44.046875 74.21875 50.515625 64.515625 \n",
              "Q 56.984375 54.828125 56.984375 36.375 \n",
              "Q 56.984375 17.96875 50.515625 8.265625 \n",
              "Q 44.046875 -1.421875 31.78125 -1.421875 \n",
              "Q 19.53125 -1.421875 13.0625 8.265625 \n",
              "Q 6.59375 17.96875 6.59375 36.375 \n",
              "Q 6.59375 54.828125 13.0625 64.515625 \n",
              "Q 19.53125 74.21875 31.78125 74.21875 \n",
              "z\n",
              "\" id=\"DejaVuSans-48\"/>\n",
              "      </defs>\n",
              "      <g transform=\"translate(70.651477 322.182437)scale(0.1 -0.1)\">\n",
              "       <use xlink:href=\"#DejaVuSans-48\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "    </g>\n",
              "    <g id=\"xtick_2\">\n",
              "     <g id=\"line2d_3\">\n",
              "      <path clip-path=\"url(#pdbb40425d4)\" d=\"M 114.516254 307.584 \n",
              "L 114.516254 41.472 \n",
              "\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n",
              "     </g>\n",
              "     <g id=\"line2d_4\">\n",
              "      <g>\n",
              "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"114.516254\" xlink:href=\"#m15a506419d\" y=\"307.584\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "     <g id=\"text_2\">\n",
              "      <!-- 50 -->\n",
              "      <defs>\n",
              "       <path d=\"M 10.796875 72.90625 \n",
              "L 49.515625 72.90625 \n",
              "L 49.515625 64.59375 \n",
              "L 19.828125 64.59375 \n",
              "L 19.828125 46.734375 \n",
              "Q 21.96875 47.46875 24.109375 47.828125 \n",
              "Q 26.265625 48.1875 28.421875 48.1875 \n",
              "Q 40.625 48.1875 47.75 41.5 \n",
              "Q 54.890625 34.8125 54.890625 23.390625 \n",
              "Q 54.890625 11.625 47.5625 5.09375 \n",
              "Q 40.234375 -1.421875 26.90625 -1.421875 \n",
              "Q 22.3125 -1.421875 17.546875 -0.640625 \n",
              "Q 12.796875 0.140625 7.71875 1.703125 \n",
              "L 7.71875 11.625 \n",
              "Q 12.109375 9.234375 16.796875 8.0625 \n",
              "Q 21.484375 6.890625 26.703125 6.890625 \n",
              "Q 35.15625 6.890625 40.078125 11.328125 \n",
              "Q 45.015625 15.765625 45.015625 23.390625 \n",
              "Q 45.015625 31 40.078125 35.4375 \n",
              "Q 35.15625 39.890625 26.703125 39.890625 \n",
              "Q 22.75 39.890625 18.8125 39.015625 \n",
              "Q 14.890625 38.140625 10.796875 36.28125 \n",
              "z\n",
              "\" id=\"DejaVuSans-53\"/>\n",
              "      </defs>\n",
              "      <g transform=\"translate(108.153754 322.182437)scale(0.1 -0.1)\">\n",
              "       <use xlink:href=\"#DejaVuSans-53\"/>\n",
              "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "    </g>\n",
              "    <g id=\"xtick_3\">\n",
              "     <g id=\"line2d_5\">\n",
              "      <path clip-path=\"url(#pdbb40425d4)\" d=\"M 155.199781 307.584 \n",
              "L 155.199781 41.472 \n",
              "\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n",
              "     </g>\n",
              "     <g id=\"line2d_6\">\n",
              "      <g>\n",
              "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"155.199781\" xlink:href=\"#m15a506419d\" y=\"307.584\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "     <g id=\"text_3\">\n",
              "      <!-- 100 -->\n",
              "      <defs>\n",
              "       <path d=\"M 12.40625 8.296875 \n",
              "L 28.515625 8.296875 \n",
              "L 28.515625 63.921875 \n",
              "L 10.984375 60.40625 \n",
              "L 10.984375 69.390625 \n",
              "L 28.421875 72.90625 \n",
              "L 38.28125 72.90625 \n",
              "L 38.28125 8.296875 \n",
              "L 54.390625 8.296875 \n",
              "L 54.390625 0 \n",
              "L 12.40625 0 \n",
              "z\n",
              "\" id=\"DejaVuSans-49\"/>\n",
              "      </defs>\n",
              "      <g transform=\"translate(145.656031 322.182437)scale(0.1 -0.1)\">\n",
              "       <use xlink:href=\"#DejaVuSans-49\"/>\n",
              "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n",
              "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "    </g>\n",
              "    <g id=\"xtick_4\">\n",
              "     <g id=\"line2d_7\">\n",
              "      <path clip-path=\"url(#pdbb40425d4)\" d=\"M 195.883308 307.584 \n",
              "L 195.883308 41.472 \n",
              "\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n",
              "     </g>\n",
              "     <g id=\"line2d_8\">\n",
              "      <g>\n",
              "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"195.883308\" xlink:href=\"#m15a506419d\" y=\"307.584\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "     <g id=\"text_4\">\n",
              "      <!-- 150 -->\n",
              "      <g transform=\"translate(186.339558 322.182437)scale(0.1 -0.1)\">\n",
              "       <use xlink:href=\"#DejaVuSans-49\"/>\n",
              "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\n",
              "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "    </g>\n",
              "    <g id=\"xtick_5\">\n",
              "     <g id=\"line2d_9\">\n",
              "      <path clip-path=\"url(#pdbb40425d4)\" d=\"M 236.566835 307.584 \n",
              "L 236.566835 41.472 \n",
              "\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n",
              "     </g>\n",
              "     <g id=\"line2d_10\">\n",
              "      <g>\n",
              "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"236.566835\" xlink:href=\"#m15a506419d\" y=\"307.584\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "     <g id=\"text_5\">\n",
              "      <!-- 200 -->\n",
              "      <defs>\n",
              "       <path d=\"M 19.1875 8.296875 \n",
              "L 53.609375 8.296875 \n",
              "L 53.609375 0 \n",
              "L 7.328125 0 \n",
              "L 7.328125 8.296875 \n",
              "Q 12.9375 14.109375 22.625 23.890625 \n",
              "Q 32.328125 33.6875 34.8125 36.53125 \n",
              "Q 39.546875 41.84375 41.421875 45.53125 \n",
              "Q 43.3125 49.21875 43.3125 52.78125 \n",
              "Q 43.3125 58.59375 39.234375 62.25 \n",
              "Q 35.15625 65.921875 28.609375 65.921875 \n",
              "Q 23.96875 65.921875 18.8125 64.3125 \n",
              "Q 13.671875 62.703125 7.8125 59.421875 \n",
              "L 7.8125 69.390625 \n",
              "Q 13.765625 71.78125 18.9375 73 \n",
              "Q 24.125 74.21875 28.421875 74.21875 \n",
              "Q 39.75 74.21875 46.484375 68.546875 \n",
              "Q 53.21875 62.890625 53.21875 53.421875 \n",
              "Q 53.21875 48.921875 51.53125 44.890625 \n",
              "Q 49.859375 40.875 45.40625 35.40625 \n",
              "Q 44.1875 33.984375 37.640625 27.21875 \n",
              "Q 31.109375 20.453125 19.1875 8.296875 \n",
              "z\n",
              "\" id=\"DejaVuSans-50\"/>\n",
              "      </defs>\n",
              "      <g transform=\"translate(227.023085 322.182437)scale(0.1 -0.1)\">\n",
              "       <use xlink:href=\"#DejaVuSans-50\"/>\n",
              "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n",
              "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "    </g>\n",
              "    <g id=\"xtick_6\">\n",
              "     <g id=\"line2d_11\">\n",
              "      <path clip-path=\"url(#pdbb40425d4)\" d=\"M 277.250362 307.584 \n",
              "L 277.250362 41.472 \n",
              "\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n",
              "     </g>\n",
              "     <g id=\"line2d_12\">\n",
              "      <g>\n",
              "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"277.250362\" xlink:href=\"#m15a506419d\" y=\"307.584\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "     <g id=\"text_6\">\n",
              "      <!-- 250 -->\n",
              "      <g transform=\"translate(267.706612 322.182437)scale(0.1 -0.1)\">\n",
              "       <use xlink:href=\"#DejaVuSans-50\"/>\n",
              "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\n",
              "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "    </g>\n",
              "    <g id=\"xtick_7\">\n",
              "     <g id=\"line2d_13\">\n",
              "      <path clip-path=\"url(#pdbb40425d4)\" d=\"M 317.933889 307.584 \n",
              "L 317.933889 41.472 \n",
              "\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n",
              "     </g>\n",
              "     <g id=\"line2d_14\">\n",
              "      <g>\n",
              "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"317.933889\" xlink:href=\"#m15a506419d\" y=\"307.584\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "     <g id=\"text_7\">\n",
              "      <!-- 300 -->\n",
              "      <defs>\n",
              "       <path d=\"M 40.578125 39.3125 \n",
              "Q 47.65625 37.796875 51.625 33 \n",
              "Q 55.609375 28.21875 55.609375 21.1875 \n",
              "Q 55.609375 10.40625 48.1875 4.484375 \n",
              "Q 40.765625 -1.421875 27.09375 -1.421875 \n",
              "Q 22.515625 -1.421875 17.65625 -0.515625 \n",
              "Q 12.796875 0.390625 7.625 2.203125 \n",
              "L 7.625 11.71875 \n",
              "Q 11.71875 9.328125 16.59375 8.109375 \n",
              "Q 21.484375 6.890625 26.8125 6.890625 \n",
              "Q 36.078125 6.890625 40.9375 10.546875 \n",
              "Q 45.796875 14.203125 45.796875 21.1875 \n",
              "Q 45.796875 27.640625 41.28125 31.265625 \n",
              "Q 36.765625 34.90625 28.71875 34.90625 \n",
              "L 20.21875 34.90625 \n",
              "L 20.21875 43.015625 \n",
              "L 29.109375 43.015625 \n",
              "Q 36.375 43.015625 40.234375 45.921875 \n",
              "Q 44.09375 48.828125 44.09375 54.296875 \n",
              "Q 44.09375 59.90625 40.109375 62.90625 \n",
              "Q 36.140625 65.921875 28.71875 65.921875 \n",
              "Q 24.65625 65.921875 20.015625 65.03125 \n",
              "Q 15.375 64.15625 9.8125 62.3125 \n",
              "L 9.8125 71.09375 \n",
              "Q 15.4375 72.65625 20.34375 73.4375 \n",
              "Q 25.25 74.21875 29.59375 74.21875 \n",
              "Q 40.828125 74.21875 47.359375 69.109375 \n",
              "Q 53.90625 64.015625 53.90625 55.328125 \n",
              "Q 53.90625 49.265625 50.4375 45.09375 \n",
              "Q 46.96875 40.921875 40.578125 39.3125 \n",
              "z\n",
              "\" id=\"DejaVuSans-51\"/>\n",
              "      </defs>\n",
              "      <g transform=\"translate(308.390139 322.182437)scale(0.1 -0.1)\">\n",
              "       <use xlink:href=\"#DejaVuSans-51\"/>\n",
              "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n",
              "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "    </g>\n",
              "    <g id=\"xtick_8\">\n",
              "     <g id=\"line2d_15\">\n",
              "      <path clip-path=\"url(#pdbb40425d4)\" d=\"M 358.617416 307.584 \n",
              "L 358.617416 41.472 \n",
              "\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n",
              "     </g>\n",
              "     <g id=\"line2d_16\">\n",
              "      <g>\n",
              "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"358.617416\" xlink:href=\"#m15a506419d\" y=\"307.584\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "     <g id=\"text_8\">\n",
              "      <!-- 350 -->\n",
              "      <g transform=\"translate(349.073666 322.182437)scale(0.1 -0.1)\">\n",
              "       <use xlink:href=\"#DejaVuSans-51\"/>\n",
              "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\n",
              "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "    </g>\n",
              "    <g id=\"xtick_9\">\n",
              "     <g id=\"line2d_17\">\n",
              "      <path clip-path=\"url(#pdbb40425d4)\" d=\"M 399.300943 307.584 \n",
              "L 399.300943 41.472 \n",
              "\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n",
              "     </g>\n",
              "     <g id=\"line2d_18\">\n",
              "      <g>\n",
              "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"399.300943\" xlink:href=\"#m15a506419d\" y=\"307.584\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "     <g id=\"text_9\">\n",
              "      <!-- 400 -->\n",
              "      <defs>\n",
              "       <path d=\"M 37.796875 64.3125 \n",
              "L 12.890625 25.390625 \n",
              "L 37.796875 25.390625 \n",
              "z\n",
              "M 35.203125 72.90625 \n",
              "L 47.609375 72.90625 \n",
              "L 47.609375 25.390625 \n",
              "L 58.015625 25.390625 \n",
              "L 58.015625 17.1875 \n",
              "L 47.609375 17.1875 \n",
              "L 47.609375 0 \n",
              "L 37.796875 0 \n",
              "L 37.796875 17.1875 \n",
              "L 4.890625 17.1875 \n",
              "L 4.890625 26.703125 \n",
              "z\n",
              "\" id=\"DejaVuSans-52\"/>\n",
              "      </defs>\n",
              "      <g transform=\"translate(389.757193 322.182437)scale(0.1 -0.1)\">\n",
              "       <use xlink:href=\"#DejaVuSans-52\"/>\n",
              "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n",
              "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "    </g>\n",
              "    <g id=\"text_10\">\n",
              "     <!-- minibatch -->\n",
              "     <defs>\n",
              "      <path d=\"M 52 44.1875 \n",
              "Q 55.375 50.25 60.0625 53.125 \n",
              "Q 64.75 56 71.09375 56 \n",
              "Q 79.640625 56 84.28125 50.015625 \n",
              "Q 88.921875 44.046875 88.921875 33.015625 \n",
              "L 88.921875 0 \n",
              "L 79.890625 0 \n",
              "L 79.890625 32.71875 \n",
              "Q 79.890625 40.578125 77.09375 44.375 \n",
              "Q 74.3125 48.1875 68.609375 48.1875 \n",
              "Q 61.625 48.1875 57.5625 43.546875 \n",
              "Q 53.515625 38.921875 53.515625 30.90625 \n",
              "L 53.515625 0 \n",
              "L 44.484375 0 \n",
              "L 44.484375 32.71875 \n",
              "Q 44.484375 40.625 41.703125 44.40625 \n",
              "Q 38.921875 48.1875 33.109375 48.1875 \n",
              "Q 26.21875 48.1875 22.15625 43.53125 \n",
              "Q 18.109375 38.875 18.109375 30.90625 \n",
              "L 18.109375 0 \n",
              "L 9.078125 0 \n",
              "L 9.078125 54.6875 \n",
              "L 18.109375 54.6875 \n",
              "L 18.109375 46.1875 \n",
              "Q 21.1875 51.21875 25.484375 53.609375 \n",
              "Q 29.78125 56 35.6875 56 \n",
              "Q 41.65625 56 45.828125 52.96875 \n",
              "Q 50 49.953125 52 44.1875 \n",
              "z\n",
              "\" id=\"DejaVuSans-109\"/>\n",
              "      <path d=\"M 9.421875 54.6875 \n",
              "L 18.40625 54.6875 \n",
              "L 18.40625 0 \n",
              "L 9.421875 0 \n",
              "z\n",
              "M 9.421875 75.984375 \n",
              "L 18.40625 75.984375 \n",
              "L 18.40625 64.59375 \n",
              "L 9.421875 64.59375 \n",
              "z\n",
              "\" id=\"DejaVuSans-105\"/>\n",
              "      <path d=\"M 54.890625 33.015625 \n",
              "L 54.890625 0 \n",
              "L 45.90625 0 \n",
              "L 45.90625 32.71875 \n",
              "Q 45.90625 40.484375 42.875 44.328125 \n",
              "Q 39.84375 48.1875 33.796875 48.1875 \n",
              "Q 26.515625 48.1875 22.3125 43.546875 \n",
              "Q 18.109375 38.921875 18.109375 30.90625 \n",
              "L 18.109375 0 \n",
              "L 9.078125 0 \n",
              "L 9.078125 54.6875 \n",
              "L 18.109375 54.6875 \n",
              "L 18.109375 46.1875 \n",
              "Q 21.34375 51.125 25.703125 53.5625 \n",
              "Q 30.078125 56 35.796875 56 \n",
              "Q 45.21875 56 50.046875 50.171875 \n",
              "Q 54.890625 44.34375 54.890625 33.015625 \n",
              "z\n",
              "\" id=\"DejaVuSans-110\"/>\n",
              "      <path d=\"M 48.6875 27.296875 \n",
              "Q 48.6875 37.203125 44.609375 42.84375 \n",
              "Q 40.53125 48.484375 33.40625 48.484375 \n",
              "Q 26.265625 48.484375 22.1875 42.84375 \n",
              "Q 18.109375 37.203125 18.109375 27.296875 \n",
              "Q 18.109375 17.390625 22.1875 11.75 \n",
              "Q 26.265625 6.109375 33.40625 6.109375 \n",
              "Q 40.53125 6.109375 44.609375 11.75 \n",
              "Q 48.6875 17.390625 48.6875 27.296875 \n",
              "z\n",
              "M 18.109375 46.390625 \n",
              "Q 20.953125 51.265625 25.265625 53.625 \n",
              "Q 29.59375 56 35.59375 56 \n",
              "Q 45.5625 56 51.78125 48.09375 \n",
              "Q 58.015625 40.1875 58.015625 27.296875 \n",
              "Q 58.015625 14.40625 51.78125 6.484375 \n",
              "Q 45.5625 -1.421875 35.59375 -1.421875 \n",
              "Q 29.59375 -1.421875 25.265625 0.953125 \n",
              "Q 20.953125 3.328125 18.109375 8.203125 \n",
              "L 18.109375 0 \n",
              "L 9.078125 0 \n",
              "L 9.078125 75.984375 \n",
              "L 18.109375 75.984375 \n",
              "z\n",
              "\" id=\"DejaVuSans-98\"/>\n",
              "      <path d=\"M 34.28125 27.484375 \n",
              "Q 23.390625 27.484375 19.1875 25 \n",
              "Q 14.984375 22.515625 14.984375 16.5 \n",
              "Q 14.984375 11.71875 18.140625 8.90625 \n",
              "Q 21.296875 6.109375 26.703125 6.109375 \n",
              "Q 34.1875 6.109375 38.703125 11.40625 \n",
              "Q 43.21875 16.703125 43.21875 25.484375 \n",
              "L 43.21875 27.484375 \n",
              "z\n",
              "M 52.203125 31.203125 \n",
              "L 52.203125 0 \n",
              "L 43.21875 0 \n",
              "L 43.21875 8.296875 \n",
              "Q 40.140625 3.328125 35.546875 0.953125 \n",
              "Q 30.953125 -1.421875 24.3125 -1.421875 \n",
              "Q 15.921875 -1.421875 10.953125 3.296875 \n",
              "Q 6 8.015625 6 15.921875 \n",
              "Q 6 25.140625 12.171875 29.828125 \n",
              "Q 18.359375 34.515625 30.609375 34.515625 \n",
              "L 43.21875 34.515625 \n",
              "L 43.21875 35.40625 \n",
              "Q 43.21875 41.609375 39.140625 45 \n",
              "Q 35.0625 48.390625 27.6875 48.390625 \n",
              "Q 23 48.390625 18.546875 47.265625 \n",
              "Q 14.109375 46.140625 10.015625 43.890625 \n",
              "L 10.015625 52.203125 \n",
              "Q 14.9375 54.109375 19.578125 55.046875 \n",
              "Q 24.21875 56 28.609375 56 \n",
              "Q 40.484375 56 46.34375 49.84375 \n",
              "Q 52.203125 43.703125 52.203125 31.203125 \n",
              "z\n",
              "\" id=\"DejaVuSans-97\"/>\n",
              "      <path d=\"M 18.3125 70.21875 \n",
              "L 18.3125 54.6875 \n",
              "L 36.8125 54.6875 \n",
              "L 36.8125 47.703125 \n",
              "L 18.3125 47.703125 \n",
              "L 18.3125 18.015625 \n",
              "Q 18.3125 11.328125 20.140625 9.421875 \n",
              "Q 21.96875 7.515625 27.59375 7.515625 \n",
              "L 36.8125 7.515625 \n",
              "L 36.8125 0 \n",
              "L 27.59375 0 \n",
              "Q 17.1875 0 13.234375 3.875 \n",
              "Q 9.28125 7.765625 9.28125 18.015625 \n",
              "L 9.28125 47.703125 \n",
              "L 2.6875 47.703125 \n",
              "L 2.6875 54.6875 \n",
              "L 9.28125 54.6875 \n",
              "L 9.28125 70.21875 \n",
              "z\n",
              "\" id=\"DejaVuSans-116\"/>\n",
              "      <path d=\"M 48.78125 52.59375 \n",
              "L 48.78125 44.1875 \n",
              "Q 44.96875 46.296875 41.140625 47.34375 \n",
              "Q 37.3125 48.390625 33.40625 48.390625 \n",
              "Q 24.65625 48.390625 19.8125 42.84375 \n",
              "Q 14.984375 37.3125 14.984375 27.296875 \n",
              "Q 14.984375 17.28125 19.8125 11.734375 \n",
              "Q 24.65625 6.203125 33.40625 6.203125 \n",
              "Q 37.3125 6.203125 41.140625 7.25 \n",
              "Q 44.96875 8.296875 48.78125 10.40625 \n",
              "L 48.78125 2.09375 \n",
              "Q 45.015625 0.34375 40.984375 -0.53125 \n",
              "Q 36.96875 -1.421875 32.421875 -1.421875 \n",
              "Q 20.0625 -1.421875 12.78125 6.34375 \n",
              "Q 5.515625 14.109375 5.515625 27.296875 \n",
              "Q 5.515625 40.671875 12.859375 48.328125 \n",
              "Q 20.21875 56 33.015625 56 \n",
              "Q 37.15625 56 41.109375 55.140625 \n",
              "Q 45.0625 54.296875 48.78125 52.59375 \n",
              "z\n",
              "\" id=\"DejaVuSans-99\"/>\n",
              "      <path d=\"M 54.890625 33.015625 \n",
              "L 54.890625 0 \n",
              "L 45.90625 0 \n",
              "L 45.90625 32.71875 \n",
              "Q 45.90625 40.484375 42.875 44.328125 \n",
              "Q 39.84375 48.1875 33.796875 48.1875 \n",
              "Q 26.515625 48.1875 22.3125 43.546875 \n",
              "Q 18.109375 38.921875 18.109375 30.90625 \n",
              "L 18.109375 0 \n",
              "L 9.078125 0 \n",
              "L 9.078125 75.984375 \n",
              "L 18.109375 75.984375 \n",
              "L 18.109375 46.1875 \n",
              "Q 21.34375 51.125 25.703125 53.5625 \n",
              "Q 30.078125 56 35.796875 56 \n",
              "Q 45.21875 56 50.046875 50.171875 \n",
              "Q 54.890625 44.34375 54.890625 33.015625 \n",
              "z\n",
              "\" id=\"DejaVuSans-104\"/>\n",
              "     </defs>\n",
              "     <g transform=\"translate(211.226406 335.860562)scale(0.1 -0.1)\">\n",
              "      <use xlink:href=\"#DejaVuSans-109\"/>\n",
              "      <use x=\"97.412109\" xlink:href=\"#DejaVuSans-105\"/>\n",
              "      <use x=\"125.195312\" xlink:href=\"#DejaVuSans-110\"/>\n",
              "      <use x=\"188.574219\" xlink:href=\"#DejaVuSans-105\"/>\n",
              "      <use x=\"216.357422\" xlink:href=\"#DejaVuSans-98\"/>\n",
              "      <use x=\"279.833984\" xlink:href=\"#DejaVuSans-97\"/>\n",
              "      <use x=\"341.113281\" xlink:href=\"#DejaVuSans-116\"/>\n",
              "      <use x=\"380.322266\" xlink:href=\"#DejaVuSans-99\"/>\n",
              "      <use x=\"435.302734\" xlink:href=\"#DejaVuSans-104\"/>\n",
              "     </g>\n",
              "    </g>\n",
              "   </g>\n",
              "   <g id=\"matplotlib.axis_2\">\n",
              "    <g id=\"ytick_1\">\n",
              "     <g id=\"line2d_19\">\n",
              "      <path clip-path=\"url(#pdbb40425d4)\" d=\"M 57.6 289.80718 \n",
              "L 414.72 289.80718 \n",
              "\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n",
              "     </g>\n",
              "     <g id=\"line2d_20\">\n",
              "      <defs>\n",
              "       <path d=\"M 0 0 \n",
              "L -3.5 0 \n",
              "\" id=\"m1f5301f42a\" style=\"stroke:#000000;stroke-width:0.8;\"/>\n",
              "      </defs>\n",
              "      <g>\n",
              "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"57.6\" xlink:href=\"#m1f5301f42a\" y=\"289.80718\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "     <g id=\"text_11\">\n",
              "      <!-- 0.2 -->\n",
              "      <defs>\n",
              "       <path d=\"M 10.6875 12.40625 \n",
              "L 21 12.40625 \n",
              "L 21 0 \n",
              "L 10.6875 0 \n",
              "z\n",
              "\" id=\"DejaVuSans-46\"/>\n",
              "      </defs>\n",
              "      <g transform=\"translate(34.696875 293.606398)scale(0.1 -0.1)\">\n",
              "       <use xlink:href=\"#DejaVuSans-48\"/>\n",
              "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\n",
              "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-50\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "    </g>\n",
              "    <g id=\"ytick_2\">\n",
              "     <g id=\"line2d_21\">\n",
              "      <path clip-path=\"url(#pdbb40425d4)\" d=\"M 57.6 235.464182 \n",
              "L 414.72 235.464182 \n",
              "\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n",
              "     </g>\n",
              "     <g id=\"line2d_22\">\n",
              "      <g>\n",
              "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"57.6\" xlink:href=\"#m1f5301f42a\" y=\"235.464182\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "     <g id=\"text_12\">\n",
              "      <!-- 0.3 -->\n",
              "      <g transform=\"translate(34.696875 239.263401)scale(0.1 -0.1)\">\n",
              "       <use xlink:href=\"#DejaVuSans-48\"/>\n",
              "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\n",
              "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-51\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "    </g>\n",
              "    <g id=\"ytick_3\">\n",
              "     <g id=\"line2d_23\">\n",
              "      <path clip-path=\"url(#pdbb40425d4)\" d=\"M 57.6 181.121185 \n",
              "L 414.72 181.121185 \n",
              "\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n",
              "     </g>\n",
              "     <g id=\"line2d_24\">\n",
              "      <g>\n",
              "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"57.6\" xlink:href=\"#m1f5301f42a\" y=\"181.121185\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "     <g id=\"text_13\">\n",
              "      <!-- 0.4 -->\n",
              "      <g transform=\"translate(34.696875 184.920404)scale(0.1 -0.1)\">\n",
              "       <use xlink:href=\"#DejaVuSans-48\"/>\n",
              "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\n",
              "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-52\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "    </g>\n",
              "    <g id=\"ytick_4\">\n",
              "     <g id=\"line2d_25\">\n",
              "      <path clip-path=\"url(#pdbb40425d4)\" d=\"M 57.6 126.778188 \n",
              "L 414.72 126.778188 \n",
              "\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n",
              "     </g>\n",
              "     <g id=\"line2d_26\">\n",
              "      <g>\n",
              "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"57.6\" xlink:href=\"#m1f5301f42a\" y=\"126.778188\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "     <g id=\"text_14\">\n",
              "      <!-- 0.5 -->\n",
              "      <g transform=\"translate(34.696875 130.577407)scale(0.1 -0.1)\">\n",
              "       <use xlink:href=\"#DejaVuSans-48\"/>\n",
              "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\n",
              "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-53\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "    </g>\n",
              "    <g id=\"ytick_5\">\n",
              "     <g id=\"line2d_27\">\n",
              "      <path clip-path=\"url(#pdbb40425d4)\" d=\"M 57.6 72.435191 \n",
              "L 414.72 72.435191 \n",
              "\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n",
              "     </g>\n",
              "     <g id=\"line2d_28\">\n",
              "      <g>\n",
              "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"57.6\" xlink:href=\"#m1f5301f42a\" y=\"72.435191\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "     <g id=\"text_15\">\n",
              "      <!-- 0.6 -->\n",
              "      <defs>\n",
              "       <path d=\"M 33.015625 40.375 \n",
              "Q 26.375 40.375 22.484375 35.828125 \n",
              "Q 18.609375 31.296875 18.609375 23.390625 \n",
              "Q 18.609375 15.53125 22.484375 10.953125 \n",
              "Q 26.375 6.390625 33.015625 6.390625 \n",
              "Q 39.65625 6.390625 43.53125 10.953125 \n",
              "Q 47.40625 15.53125 47.40625 23.390625 \n",
              "Q 47.40625 31.296875 43.53125 35.828125 \n",
              "Q 39.65625 40.375 33.015625 40.375 \n",
              "z\n",
              "M 52.59375 71.296875 \n",
              "L 52.59375 62.3125 \n",
              "Q 48.875 64.0625 45.09375 64.984375 \n",
              "Q 41.3125 65.921875 37.59375 65.921875 \n",
              "Q 27.828125 65.921875 22.671875 59.328125 \n",
              "Q 17.53125 52.734375 16.796875 39.40625 \n",
              "Q 19.671875 43.65625 24.015625 45.921875 \n",
              "Q 28.375 48.1875 33.59375 48.1875 \n",
              "Q 44.578125 48.1875 50.953125 41.515625 \n",
              "Q 57.328125 34.859375 57.328125 23.390625 \n",
              "Q 57.328125 12.15625 50.6875 5.359375 \n",
              "Q 44.046875 -1.421875 33.015625 -1.421875 \n",
              "Q 20.359375 -1.421875 13.671875 8.265625 \n",
              "Q 6.984375 17.96875 6.984375 36.375 \n",
              "Q 6.984375 53.65625 15.1875 63.9375 \n",
              "Q 23.390625 74.21875 37.203125 74.21875 \n",
              "Q 40.921875 74.21875 44.703125 73.484375 \n",
              "Q 48.484375 72.75 52.59375 71.296875 \n",
              "z\n",
              "\" id=\"DejaVuSans-54\"/>\n",
              "      </defs>\n",
              "      <g transform=\"translate(34.696875 76.23441)scale(0.1 -0.1)\">\n",
              "       <use xlink:href=\"#DejaVuSans-48\"/>\n",
              "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\n",
              "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-54\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "    </g>\n",
              "    <g id=\"text_16\">\n",
              "     <!-- validation loss -->\n",
              "     <defs>\n",
              "      <path d=\"M 2.984375 54.6875 \n",
              "L 12.5 54.6875 \n",
              "L 29.59375 8.796875 \n",
              "L 46.6875 54.6875 \n",
              "L 56.203125 54.6875 \n",
              "L 35.6875 0 \n",
              "L 23.484375 0 \n",
              "z\n",
              "\" id=\"DejaVuSans-118\"/>\n",
              "      <path d=\"M 9.421875 75.984375 \n",
              "L 18.40625 75.984375 \n",
              "L 18.40625 0 \n",
              "L 9.421875 0 \n",
              "z\n",
              "\" id=\"DejaVuSans-108\"/>\n",
              "      <path d=\"M 45.40625 46.390625 \n",
              "L 45.40625 75.984375 \n",
              "L 54.390625 75.984375 \n",
              "L 54.390625 0 \n",
              "L 45.40625 0 \n",
              "L 45.40625 8.203125 \n",
              "Q 42.578125 3.328125 38.25 0.953125 \n",
              "Q 33.9375 -1.421875 27.875 -1.421875 \n",
              "Q 17.96875 -1.421875 11.734375 6.484375 \n",
              "Q 5.515625 14.40625 5.515625 27.296875 \n",
              "Q 5.515625 40.1875 11.734375 48.09375 \n",
              "Q 17.96875 56 27.875 56 \n",
              "Q 33.9375 56 38.25 53.625 \n",
              "Q 42.578125 51.265625 45.40625 46.390625 \n",
              "z\n",
              "M 14.796875 27.296875 \n",
              "Q 14.796875 17.390625 18.875 11.75 \n",
              "Q 22.953125 6.109375 30.078125 6.109375 \n",
              "Q 37.203125 6.109375 41.296875 11.75 \n",
              "Q 45.40625 17.390625 45.40625 27.296875 \n",
              "Q 45.40625 37.203125 41.296875 42.84375 \n",
              "Q 37.203125 48.484375 30.078125 48.484375 \n",
              "Q 22.953125 48.484375 18.875 42.84375 \n",
              "Q 14.796875 37.203125 14.796875 27.296875 \n",
              "z\n",
              "\" id=\"DejaVuSans-100\"/>\n",
              "      <path d=\"M 30.609375 48.390625 \n",
              "Q 23.390625 48.390625 19.1875 42.75 \n",
              "Q 14.984375 37.109375 14.984375 27.296875 \n",
              "Q 14.984375 17.484375 19.15625 11.84375 \n",
              "Q 23.34375 6.203125 30.609375 6.203125 \n",
              "Q 37.796875 6.203125 41.984375 11.859375 \n",
              "Q 46.1875 17.53125 46.1875 27.296875 \n",
              "Q 46.1875 37.015625 41.984375 42.703125 \n",
              "Q 37.796875 48.390625 30.609375 48.390625 \n",
              "z\n",
              "M 30.609375 56 \n",
              "Q 42.328125 56 49.015625 48.375 \n",
              "Q 55.71875 40.765625 55.71875 27.296875 \n",
              "Q 55.71875 13.875 49.015625 6.21875 \n",
              "Q 42.328125 -1.421875 30.609375 -1.421875 \n",
              "Q 18.84375 -1.421875 12.171875 6.21875 \n",
              "Q 5.515625 13.875 5.515625 27.296875 \n",
              "Q 5.515625 40.765625 12.171875 48.375 \n",
              "Q 18.84375 56 30.609375 56 \n",
              "z\n",
              "\" id=\"DejaVuSans-111\"/>\n",
              "      <path id=\"DejaVuSans-32\"/>\n",
              "      <path d=\"M 44.28125 53.078125 \n",
              "L 44.28125 44.578125 \n",
              "Q 40.484375 46.53125 36.375 47.5 \n",
              "Q 32.28125 48.484375 27.875 48.484375 \n",
              "Q 21.1875 48.484375 17.84375 46.4375 \n",
              "Q 14.5 44.390625 14.5 40.28125 \n",
              "Q 14.5 37.15625 16.890625 35.375 \n",
              "Q 19.28125 33.59375 26.515625 31.984375 \n",
              "L 29.59375 31.296875 \n",
              "Q 39.15625 29.25 43.1875 25.515625 \n",
              "Q 47.21875 21.78125 47.21875 15.09375 \n",
              "Q 47.21875 7.46875 41.1875 3.015625 \n",
              "Q 35.15625 -1.421875 24.609375 -1.421875 \n",
              "Q 20.21875 -1.421875 15.453125 -0.5625 \n",
              "Q 10.6875 0.296875 5.421875 2 \n",
              "L 5.421875 11.28125 \n",
              "Q 10.40625 8.6875 15.234375 7.390625 \n",
              "Q 20.0625 6.109375 24.8125 6.109375 \n",
              "Q 31.15625 6.109375 34.5625 8.28125 \n",
              "Q 37.984375 10.453125 37.984375 14.40625 \n",
              "Q 37.984375 18.0625 35.515625 20.015625 \n",
              "Q 33.0625 21.96875 24.703125 23.78125 \n",
              "L 21.578125 24.515625 \n",
              "Q 13.234375 26.265625 9.515625 29.90625 \n",
              "Q 5.8125 33.546875 5.8125 39.890625 \n",
              "Q 5.8125 47.609375 11.28125 51.796875 \n",
              "Q 16.75 56 26.8125 56 \n",
              "Q 31.78125 56 36.171875 55.265625 \n",
              "Q 40.578125 54.546875 44.28125 53.078125 \n",
              "z\n",
              "\" id=\"DejaVuSans-115\"/>\n",
              "     </defs>\n",
              "     <g transform=\"translate(28.617187 210.392063)rotate(-90)scale(0.1 -0.1)\">\n",
              "      <use xlink:href=\"#DejaVuSans-118\"/>\n",
              "      <use x=\"59.179688\" xlink:href=\"#DejaVuSans-97\"/>\n",
              "      <use x=\"120.458984\" xlink:href=\"#DejaVuSans-108\"/>\n",
              "      <use x=\"148.242188\" xlink:href=\"#DejaVuSans-105\"/>\n",
              "      <use x=\"176.025391\" xlink:href=\"#DejaVuSans-100\"/>\n",
              "      <use x=\"239.501953\" xlink:href=\"#DejaVuSans-97\"/>\n",
              "      <use x=\"300.78125\" xlink:href=\"#DejaVuSans-116\"/>\n",
              "      <use x=\"339.990234\" xlink:href=\"#DejaVuSans-105\"/>\n",
              "      <use x=\"367.773438\" xlink:href=\"#DejaVuSans-111\"/>\n",
              "      <use x=\"428.955078\" xlink:href=\"#DejaVuSans-110\"/>\n",
              "      <use x=\"492.333984\" xlink:href=\"#DejaVuSans-32\"/>\n",
              "      <use x=\"524.121094\" xlink:href=\"#DejaVuSans-108\"/>\n",
              "      <use x=\"551.904297\" xlink:href=\"#DejaVuSans-111\"/>\n",
              "      <use x=\"613.085938\" xlink:href=\"#DejaVuSans-115\"/>\n",
              "      <use x=\"665.185547\" xlink:href=\"#DejaVuSans-115\"/>\n",
              "     </g>\n",
              "    </g>\n",
              "   </g>\n",
              "   <g id=\"line2d_29\">\n",
              "    <path clip-path=\"url(#pdbb40425d4)\" d=\"M 73.832727 115.243673 \n",
              "L 74.646398 127.894105 \n",
              "L 75.460068 82.584105 \n",
              "L 76.273739 115.419783 \n",
              "L 77.087409 79.861322 \n",
              "L 77.90108 105.645069 \n",
              "L 78.714751 87.081945 \n",
              "L 80.342092 161.45845 \n",
              "L 81.155762 161.09504 \n",
              "L 81.969433 113.557271 \n",
              "L 82.783103 148.503511 \n",
              "L 83.596774 153.49426 \n",
              "L 84.410444 114.505678 \n",
              "L 85.224115 117.177446 \n",
              "L 86.037785 66.859627 \n",
              "L 86.851456 99.42565 \n",
              "L 87.665126 95.376878 \n",
              "L 88.478797 129.972616 \n",
              "L 89.292468 101.248127 \n",
              "L 90.106138 142.206257 \n",
              "L 90.919809 122.095428 \n",
              "L 91.733479 146.255466 \n",
              "L 92.54715 53.568 \n",
              "L 93.36082 106.382514 \n",
              "L 94.174491 121.929813 \n",
              "L 94.988161 54.495936 \n",
              "L 95.801832 145.915102 \n",
              "L 96.615502 133.193621 \n",
              "L 97.429173 107.052391 \n",
              "L 98.242843 65.694297 \n",
              "L 99.056514 113.061949 \n",
              "L 99.870185 86.312239 \n",
              "L 100.683855 94.414155 \n",
              "L 101.497526 155.217588 \n",
              "L 102.311196 251.149154 \n",
              "L 103.124867 123.803047 \n",
              "L 103.938537 116.822603 \n",
              "L 104.752208 115.005665 \n",
              "L 105.565878 59.626403 \n",
              "L 106.379549 151.211864 \n",
              "L 107.193219 100.540255 \n",
              "L 108.00689 190.650373 \n",
              "L 108.82056 147.716298 \n",
              "L 109.634231 156.889723 \n",
              "L 110.447902 125.00284 \n",
              "L 112.075243 205.636078 \n",
              "L 112.888913 168.317962 \n",
              "L 113.702584 138.335376 \n",
              "L 114.516254 124.456567 \n",
              "L 115.329925 153.348096 \n",
              "L 116.143595 169.872015 \n",
              "L 116.957266 196.131586 \n",
              "L 117.770936 126.09529 \n",
              "L 118.584607 104.123115 \n",
              "L 119.398278 108.308544 \n",
              "L 120.211948 145.978426 \n",
              "L 121.025619 150.887582 \n",
              "L 121.839289 144.054161 \n",
              "L 122.65296 190.497083 \n",
              "L 123.46663 144.472943 \n",
              "L 124.280301 143.142663 \n",
              "L 125.093971 161.64141 \n",
              "L 125.907642 137.167602 \n",
              "L 126.721312 176.410566 \n",
              "L 127.534983 156.475297 \n",
              "L 128.348653 153.711539 \n",
              "L 129.162324 99.4606 \n",
              "L 129.975995 155.837794 \n",
              "L 130.789665 133.824969 \n",
              "L 131.603336 180.87412 \n",
              "L 132.417006 137.906391 \n",
              "L 133.230677 281.220539 \n",
              "L 134.044347 91.118116 \n",
              "L 134.858018 196.942477 \n",
              "L 135.671688 184.585313 \n",
              "L 136.485359 123.064112 \n",
              "L 137.299029 163.011807 \n",
              "L 138.1127 162.107143 \n",
              "L 138.92637 163.396757 \n",
              "L 139.740041 170.371047 \n",
              "L 140.553712 135.924421 \n",
              "L 141.367382 172.049351 \n",
              "L 142.181053 145.982459 \n",
              "L 142.994723 177.642556 \n",
              "L 143.808394 137.67235 \n",
              "L 144.622064 143.439753 \n",
              "L 145.435735 178.815027 \n",
              "L 146.249405 204.693793 \n",
              "L 147.063076 129.708468 \n",
              "L 147.876746 179.499626 \n",
              "L 148.690417 188.217051 \n",
              "L 149.504087 164.086814 \n",
              "L 150.317758 111.997874 \n",
              "L 151.131429 206.302603 \n",
              "L 151.945099 186.840128 \n",
              "L 152.75877 155.135461 \n",
              "L 153.57244 170.449676 \n",
              "L 154.386111 122.48399 \n",
              "L 155.199781 176.014214 \n",
              "L 156.013452 283.050094 \n",
              "L 156.827122 152.70269 \n",
              "L 157.640793 119.932199 \n",
              "L 158.454463 178.294796 \n",
              "L 159.268134 204.503626 \n",
              "L 160.081805 195.786039 \n",
              "L 160.895475 170.694989 \n",
              "L 161.709146 214.423387 \n",
              "L 162.522816 115.023609 \n",
              "L 163.336487 159.748677 \n",
              "L 164.150157 155.040799 \n",
              "L 164.963828 186.464701 \n",
              "L 165.777498 144.740379 \n",
              "L 166.591169 168.505376 \n",
              "L 167.404839 221.114402 \n",
              "L 168.21851 148.756242 \n",
              "L 169.03218 184.015232 \n",
              "L 169.845851 203.454289 \n",
              "L 170.659522 156.836391 \n",
              "L 171.473192 190.277602 \n",
              "L 172.286863 190.02424 \n",
              "L 173.100533 192.097941 \n",
              "L 173.914204 132.016404 \n",
              "L 174.727874 158.476134 \n",
              "L 175.541545 154.788149 \n",
              "L 176.355215 193.151877 \n",
              "L 177.168886 161.61932 \n",
              "L 177.982556 292.996472 \n",
              "L 178.796227 147.305402 \n",
              "L 179.609897 209.29028 \n",
              "L 180.423568 124.117757 \n",
              "L 181.237239 161.35326 \n",
              "L 182.050909 157.231512 \n",
              "L 182.86458 182.928856 \n",
              "L 183.67825 182.576345 \n",
              "L 184.491921 128.811692 \n",
              "L 185.305591 142.970197 \n",
              "L 186.119262 184.312371 \n",
              "L 186.932932 176.756372 \n",
              "L 187.746603 199.119473 \n",
              "L 188.560273 151.810481 \n",
              "L 189.373944 174.630408 \n",
              "L 190.187614 225.355446 \n",
              "L 191.001285 140.986365 \n",
              "L 191.814956 171.425842 \n",
              "L 192.628626 180.631463 \n",
              "L 193.442297 212.94521 \n",
              "L 194.255967 228.423225 \n",
              "L 195.069638 211.273399 \n",
              "L 195.883308 144.067911 \n",
              "L 196.696979 188.311973 \n",
              "L 197.510649 183.645927 \n",
              "L 198.32432 187.330381 \n",
              "L 199.13799 194.647481 \n",
              "L 199.951661 167.670856 \n",
              "L 200.765332 215.223379 \n",
              "L 201.579002 170.214874 \n",
              "L 202.392673 196.790466 \n",
              "L 203.206343 165.796554 \n",
              "L 204.833684 202.246981 \n",
              "L 205.647355 142.424863 \n",
              "L 206.461025 287.168635 \n",
              "L 207.274696 180.451451 \n",
              "L 208.088366 158.915874 \n",
              "L 208.902037 144.641085 \n",
              "L 209.715707 198.172102 \n",
              "L 210.529378 208.058144 \n",
              "L 211.343049 214.315412 \n",
              "L 212.156719 170.551351 \n",
              "L 212.97039 169.387123 \n",
              "L 213.78406 131.359872 \n",
              "L 214.597731 194.375348 \n",
              "L 215.411401 192.300497 \n",
              "L 216.225072 217.641039 \n",
              "L 217.038742 163.806729 \n",
              "L 217.852413 186.374298 \n",
              "L 218.666083 202.734724 \n",
              "L 219.479754 208.32626 \n",
              "L 220.293424 156.368034 \n",
              "L 221.107095 172.717301 \n",
              "L 221.920766 159.076387 \n",
              "L 222.734436 136.786279 \n",
              "L 223.548107 178.540109 \n",
              "L 224.361777 164.607304 \n",
              "L 225.175448 237.044563 \n",
              "L 225.989118 196.130954 \n",
              "L 226.802789 192.741597 \n",
              "L 227.616459 177.160643 \n",
              "L 228.43013 220.854691 \n",
              "L 229.2438 234.694826 \n",
              "L 230.057471 180.551409 \n",
              "L 230.871141 179.490897 \n",
              "L 231.684812 169.522938 \n",
              "L 232.498483 192.934388 \n",
              "L 233.312153 183.311393 \n",
              "L 234.125824 224.422214 \n",
              "L 234.939494 199.210799 \n",
              "L 235.753165 200.62915 \n",
              "L 236.566835 197.008425 \n",
              "L 237.380506 149.535001 \n",
              "L 238.194176 200.801438 \n",
              "L 239.007847 166.831768 \n",
              "L 239.821517 173.753488 \n",
              "L 240.635188 246.07618 \n",
              "L 241.448859 244.122309 \n",
              "L 242.262529 170.032302 \n",
              "L 243.0762 149.345465 \n",
              "L 243.88987 181.445529 \n",
              "L 244.703541 139.457771 \n",
              "L 245.517211 169.208778 \n",
              "L 246.330882 210.663316 \n",
              "L 247.144552 169.67537 \n",
              "L 247.958223 177.05283 \n",
              "L 248.771893 230.534273 \n",
              "L 249.585564 203.035571 \n",
              "L 250.399234 186.370605 \n",
              "L 251.212905 177.725784 \n",
              "L 252.026576 167.689821 \n",
              "L 252.840246 197.64068 \n",
              "L 253.653917 281.346621 \n",
              "L 254.467587 197.553225 \n",
              "L 255.281258 210.995258 \n",
              "L 256.094928 216.783149 \n",
              "L 256.908599 183.950337 \n",
              "L 257.722269 193.360329 \n",
              "L 258.53594 196.44913 \n",
              "L 259.34961 226.637998 \n",
              "L 260.163281 204.836799 \n",
              "L 260.976951 154.493537 \n",
              "L 261.790622 207.161287 \n",
              "L 262.604293 228.530618 \n",
              "L 263.417963 227.283323 \n",
              "L 264.231634 192.217528 \n",
              "L 265.045304 185.841758 \n",
              "L 265.858975 171.820914 \n",
              "L 266.672645 209.448024 \n",
              "L 267.486316 184.608392 \n",
              "L 268.299986 210.845499 \n",
              "L 269.113657 184.637657 \n",
              "L 269.927327 174.690056 \n",
              "L 270.740998 237.099563 \n",
              "L 271.554668 152.200064 \n",
              "L 272.368339 252.400562 \n",
              "L 273.18201 203.000702 \n",
              "L 273.99568 214.248265 \n",
              "L 274.809351 171.690006 \n",
              "L 275.623021 212.684625 \n",
              "L 276.436692 188.492698 \n",
              "L 278.064033 227.951419 \n",
              "L 278.877703 235.90296 \n",
              "L 279.691374 151.010781 \n",
              "L 280.505044 199.132785 \n",
              "L 281.318715 204.59492 \n",
              "L 282.132386 172.089273 \n",
              "L 282.946056 285.056081 \n",
              "L 283.759727 248.530118 \n",
              "L 284.573397 175.424602 \n",
              "L 285.387068 169.527198 \n",
              "L 286.200738 189.962405 \n",
              "L 287.014409 216.673036 \n",
              "L 287.828079 207.19418 \n",
              "L 288.64175 174.60043 \n",
              "L 289.45542 206.879972 \n",
              "L 290.269091 214.967523 \n",
              "L 291.082761 205.241702 \n",
              "L 291.896432 183.978971 \n",
              "L 292.710103 174.204451 \n",
              "L 293.523773 177.224534 \n",
              "L 294.337444 144.286841 \n",
              "L 295.151114 208.165067 \n",
              "L 295.964785 195.668347 \n",
              "L 296.778455 186.12411 \n",
              "L 297.592126 196.651541 \n",
              "L 298.405796 232.651945 \n",
              "L 299.219467 211.144354 \n",
              "L 300.033137 186.212375 \n",
              "L 300.846808 156.005871 \n",
              "L 301.660478 189.165086 \n",
              "L 302.474149 203.967993 \n",
              "L 303.28782 157.823991 \n",
              "L 304.10149 254.179554 \n",
              "L 305.728831 220.817636 \n",
              "L 306.542502 210.46842 \n",
              "L 307.356172 180.772526 \n",
              "L 308.169843 160.138276 \n",
              "L 308.983513 196.078934 \n",
              "L 309.797184 216.323796 \n",
              "L 310.610854 219.670753 \n",
              "L 311.424525 180.037494 \n",
              "L 312.238195 205.001394 \n",
              "L 313.051866 203.960867 \n",
              "L 313.865537 205.870783 \n",
              "L 314.679207 176.364911 \n",
              "L 315.492878 236.796821 \n",
              "L 316.306548 232.339648 \n",
              "L 317.120219 215.629367 \n",
              "L 317.933889 236.678254 \n",
              "L 318.74756 213.791585 \n",
              "L 319.56123 206.139078 \n",
              "L 320.374901 216.343021 \n",
              "L 321.188571 188.482787 \n",
              "L 322.002242 214.315881 \n",
              "L 322.815913 193.748843 \n",
              "L 323.629583 181.241417 \n",
              "L 324.443254 185.083065 \n",
              "L 325.256924 214.381959 \n",
              "L 326.070595 150.367999 \n",
              "L 326.884265 176.293052 \n",
              "L 327.697936 251.788308 \n",
              "L 328.511606 191.638815 \n",
              "L 329.325277 189.645557 \n",
              "L 330.138947 206.988514 \n",
              "L 330.952618 285.475382 \n",
              "L 331.766288 160.209779 \n",
              "L 332.579959 185.51048 \n",
              "L 333.39363 179.721342 \n",
              "L 334.2073 217.052188 \n",
              "L 335.020971 217.731507 \n",
              "L 335.834641 182.37821 \n",
              "L 336.648312 244.99144 \n",
              "L 337.461982 192.94119 \n",
              "L 338.275653 221.311857 \n",
              "L 339.089323 184.586949 \n",
              "L 339.902994 182.140574 \n",
              "L 340.716664 184.965923 \n",
              "L 341.530335 195.791416 \n",
              "L 342.344005 159.065406 \n",
              "L 343.157676 199.943045 \n",
              "L 343.971347 183.39195 \n",
              "L 344.785017 179.900464 \n",
              "L 345.598688 261.325904 \n",
              "L 346.412358 186.165635 \n",
              "L 347.226029 237.277551 \n",
              "L 348.039699 207.669161 \n",
              "L 348.85337 213.493443 \n",
              "L 349.66704 207.364929 \n",
              "L 350.480711 234.741939 \n",
              "L 351.294381 220.149233 \n",
              "L 352.108052 197.981643 \n",
              "L 352.921722 206.156601 \n",
              "L 353.735393 198.800098 \n",
              "L 354.549064 161.848809 \n",
              "L 355.362734 255.447578 \n",
              "L 356.176405 210.452062 \n",
              "L 356.990075 182.371732 \n",
              "L 357.803746 205.57554 \n",
              "L 358.617416 153.006226 \n",
              "L 359.431087 186.292122 \n",
              "L 360.244757 208.168484 \n",
              "L 361.058428 160.246866 \n",
              "L 362.685769 295.488 \n",
              "L 363.49944 209.892557 \n",
              "L 364.31311 219.619203 \n",
              "L 365.126781 214.471747 \n",
              "L 365.940451 218.886892 \n",
              "L 366.754122 182.113139 \n",
              "L 367.567792 174.254641 \n",
              "L 368.381463 221.75103 \n",
              "L 369.195133 214.869329 \n",
              "L 370.008804 214.171304 \n",
              "L 370.822474 224.854472 \n",
              "L 371.636145 226.2083 \n",
              "L 372.449815 277.363393 \n",
              "L 373.263486 186.22138 \n",
              "L 374.077157 213.487564 \n",
              "L 374.890827 246.734866 \n",
              "L 375.704498 257.380816 \n",
              "L 376.518168 198.465159 \n",
              "L 377.331839 171.072732 \n",
              "L 378.145509 234.318119 \n",
              "L 378.95918 184.247314 \n",
              "L 379.77285 187.150336 \n",
              "L 380.586521 212.881691 \n",
              "L 381.400191 191.503291 \n",
              "L 382.213862 195.877835 \n",
              "L 383.027532 217.956414 \n",
              "L 383.841203 198.601169 \n",
              "L 384.654874 186.007681 \n",
              "L 385.468544 213.242526 \n",
              "L 386.282215 215.558285 \n",
              "L 387.095885 191.002867 \n",
              "L 387.909556 211.137196 \n",
              "L 388.723226 218.871086 \n",
              "L 389.536897 165.339615 \n",
              "L 390.350567 233.30655 \n",
              "L 391.164238 163.776136 \n",
              "L 391.977908 220.737031 \n",
              "L 392.791579 156.475329 \n",
              "L 393.605249 207.627474 \n",
              "L 394.41892 187.093409 \n",
              "L 395.232591 258.255631 \n",
              "L 396.046261 189.194367 \n",
              "L 396.859932 240.285342 \n",
              "L 397.673602 197.130847 \n",
              "L 398.487273 215.550171 \n",
              "L 398.487273 215.550171 \n",
              "\" style=\"fill:none;stroke:#0000ff;stroke-linecap:square;stroke-width:1.5;\"/>\n",
              "   </g>\n",
              "   <g id=\"line2d_30\">\n",
              "    <path clip-path=\"url(#pdbb40425d4)\" d=\"M 73.832727 115.243673 \n",
              "L 74.646398 127.894105 \n",
              "L 75.460068 82.584105 \n",
              "L 76.273739 115.419783 \n",
              "L 77.087409 79.861322 \n",
              "L 77.90108 105.645069 \n",
              "L 78.714751 87.081945 \n",
              "L 80.342092 161.45845 \n",
              "L 81.155762 161.09504 \n",
              "L 81.969433 113.557271 \n",
              "L 82.783103 148.503511 \n",
              "L 83.596774 153.49426 \n",
              "L 84.410444 114.505678 \n",
              "L 85.224115 117.177446 \n",
              "L 86.037785 66.859627 \n",
              "L 86.851456 99.42565 \n",
              "L 87.665126 95.376878 \n",
              "L 88.478797 129.972616 \n",
              "L 89.292468 101.248127 \n",
              "L 90.106138 142.206257 \n",
              "L 90.919809 122.095428 \n",
              "L 91.733479 146.255466 \n",
              "L 92.54715 53.568 \n",
              "L 93.36082 106.382514 \n",
              "L 94.174491 121.929813 \n",
              "L 94.988161 54.495936 \n",
              "L 95.801832 145.915102 \n",
              "L 96.615502 133.193621 \n",
              "L 97.429173 107.052391 \n",
              "L 98.242843 65.694297 \n",
              "L 99.056514 113.061949 \n",
              "L 99.870185 86.312239 \n",
              "L 100.683855 94.414155 \n",
              "L 101.497526 155.217588 \n",
              "L 102.311196 251.149154 \n",
              "L 103.124867 123.803047 \n",
              "L 103.938537 116.822603 \n",
              "L 104.752208 115.005665 \n",
              "L 105.565878 59.626403 \n",
              "L 106.379549 151.211864 \n",
              "L 107.193219 100.540255 \n",
              "L 108.00689 190.650373 \n",
              "L 108.82056 147.716298 \n",
              "L 109.634231 156.889723 \n",
              "L 110.447902 125.00284 \n",
              "L 112.075243 205.636078 \n",
              "L 112.888913 168.317962 \n",
              "L 113.702584 138.335376 \n",
              "L 114.516254 124.456567 \n",
              "L 115.329925 153.348096 \n",
              "L 116.143595 169.872015 \n",
              "L 116.957266 196.131586 \n",
              "L 117.770936 126.09529 \n",
              "L 118.584607 104.123115 \n",
              "L 119.398278 108.308544 \n",
              "L 120.211948 145.978426 \n",
              "L 121.025619 150.887582 \n",
              "L 121.839289 144.054161 \n",
              "L 122.65296 190.497083 \n",
              "L 123.46663 144.472943 \n",
              "L 124.280301 143.142663 \n",
              "L 125.093971 161.64141 \n",
              "L 125.907642 137.167602 \n",
              "L 126.721312 176.410566 \n",
              "L 127.534983 156.475297 \n",
              "L 128.348653 153.711539 \n",
              "L 129.162324 99.4606 \n",
              "L 129.975995 155.837794 \n",
              "L 130.789665 133.824969 \n",
              "L 131.603336 180.87412 \n",
              "L 132.417006 137.906391 \n",
              "L 133.230677 281.220539 \n",
              "L 134.044347 91.118116 \n",
              "L 134.858018 196.942477 \n",
              "L 135.671688 184.585313 \n",
              "L 136.485359 123.064112 \n",
              "L 137.299029 163.011807 \n",
              "L 138.1127 162.107143 \n",
              "L 138.92637 163.396757 \n",
              "L 139.740041 170.371047 \n",
              "L 140.553712 135.924421 \n",
              "L 141.367382 172.049351 \n",
              "L 142.181053 145.982459 \n",
              "L 142.994723 177.642556 \n",
              "L 143.808394 137.67235 \n",
              "L 144.622064 143.439753 \n",
              "L 145.435735 178.815027 \n",
              "L 146.249405 204.693793 \n",
              "L 147.063076 129.708468 \n",
              "L 147.876746 179.499626 \n",
              "L 148.690417 188.217051 \n",
              "L 149.504087 164.086814 \n",
              "L 150.317758 111.997874 \n",
              "L 151.131429 206.302603 \n",
              "L 151.945099 186.840128 \n",
              "L 152.75877 155.135461 \n",
              "L 153.57244 170.449676 \n",
              "L 154.386111 122.48399 \n",
              "L 155.199781 176.014214 \n",
              "L 156.013452 283.050094 \n",
              "L 156.827122 152.70269 \n",
              "L 157.640793 119.932199 \n",
              "L 158.454463 178.294796 \n",
              "L 159.268134 204.503626 \n",
              "L 160.081805 195.786039 \n",
              "L 160.895475 170.694989 \n",
              "L 161.709146 214.423387 \n",
              "L 162.522816 115.023609 \n",
              "L 163.336487 159.748677 \n",
              "L 164.150157 155.040799 \n",
              "L 164.963828 186.464701 \n",
              "L 165.777498 144.740379 \n",
              "L 166.591169 168.505376 \n",
              "L 167.404839 221.114402 \n",
              "L 168.21851 148.756242 \n",
              "L 169.03218 184.015232 \n",
              "L 169.845851 203.454289 \n",
              "L 170.659522 156.836391 \n",
              "L 171.473192 190.277602 \n",
              "L 172.286863 190.02424 \n",
              "L 173.100533 192.097941 \n",
              "L 173.914204 132.016404 \n",
              "L 174.727874 158.476134 \n",
              "L 175.541545 154.788149 \n",
              "L 176.355215 193.151877 \n",
              "L 177.168886 161.61932 \n",
              "L 177.982556 292.996472 \n",
              "L 178.796227 147.305402 \n",
              "L 179.609897 209.29028 \n",
              "L 180.423568 124.117757 \n",
              "L 181.237239 161.35326 \n",
              "L 182.050909 157.231512 \n",
              "L 182.86458 182.928856 \n",
              "L 183.67825 182.576345 \n",
              "L 184.491921 128.811692 \n",
              "L 185.305591 142.970197 \n",
              "L 186.119262 184.312371 \n",
              "L 186.932932 176.756372 \n",
              "L 187.746603 199.119473 \n",
              "L 188.560273 151.810481 \n",
              "L 189.373944 174.630408 \n",
              "L 190.187614 225.355446 \n",
              "L 191.001285 140.986365 \n",
              "L 191.814956 171.425842 \n",
              "L 192.628626 180.631463 \n",
              "L 193.442297 212.94521 \n",
              "L 194.255967 228.423225 \n",
              "L 195.069638 211.273399 \n",
              "L 195.883308 144.067911 \n",
              "L 196.696979 188.311973 \n",
              "L 197.510649 183.645927 \n",
              "L 198.32432 187.330381 \n",
              "L 199.13799 194.647481 \n",
              "L 199.951661 167.670856 \n",
              "L 200.765332 215.223379 \n",
              "L 201.579002 170.214874 \n",
              "L 202.392673 196.790466 \n",
              "L 203.206343 165.796554 \n",
              "L 204.833684 202.246981 \n",
              "L 205.647355 142.424863 \n",
              "L 206.461025 287.168635 \n",
              "L 207.274696 180.451451 \n",
              "L 208.088366 158.915874 \n",
              "L 208.902037 144.641085 \n",
              "L 209.715707 198.172102 \n",
              "L 210.529378 208.058144 \n",
              "L 211.343049 214.315412 \n",
              "L 212.156719 170.551351 \n",
              "L 212.97039 169.387123 \n",
              "L 213.78406 131.359872 \n",
              "L 214.597731 194.375348 \n",
              "L 215.411401 192.300497 \n",
              "L 216.225072 217.641039 \n",
              "L 217.038742 163.806729 \n",
              "L 217.852413 186.374298 \n",
              "L 218.666083 202.734724 \n",
              "L 219.479754 208.32626 \n",
              "L 220.293424 156.368034 \n",
              "L 221.107095 172.717301 \n",
              "L 221.920766 159.076387 \n",
              "L 222.734436 136.786279 \n",
              "L 223.548107 178.540109 \n",
              "L 224.361777 164.607304 \n",
              "L 225.175448 237.044563 \n",
              "L 225.989118 196.130954 \n",
              "L 226.802789 192.741597 \n",
              "L 227.616459 177.160643 \n",
              "L 228.43013 220.854691 \n",
              "L 229.2438 234.694826 \n",
              "L 230.057471 180.551409 \n",
              "L 230.871141 179.490897 \n",
              "L 231.684812 169.522938 \n",
              "L 232.498483 192.934388 \n",
              "L 233.312153 183.311393 \n",
              "L 234.125824 224.422214 \n",
              "L 234.939494 199.210799 \n",
              "L 235.753165 200.62915 \n",
              "L 236.566835 197.008425 \n",
              "L 237.380506 149.535001 \n",
              "L 238.194176 200.801438 \n",
              "L 239.007847 166.831768 \n",
              "L 239.821517 173.753488 \n",
              "L 240.635188 246.07618 \n",
              "L 241.448859 244.122309 \n",
              "L 242.262529 170.032302 \n",
              "L 243.0762 149.345465 \n",
              "L 243.88987 181.445529 \n",
              "L 244.703541 139.457771 \n",
              "L 245.517211 169.208778 \n",
              "L 246.330882 210.663316 \n",
              "L 247.144552 169.67537 \n",
              "L 247.958223 177.05283 \n",
              "L 248.771893 230.534273 \n",
              "L 249.585564 203.035571 \n",
              "L 250.399234 186.370605 \n",
              "L 251.212905 177.725784 \n",
              "L 252.026576 167.689821 \n",
              "L 252.840246 197.64068 \n",
              "L 253.653917 281.346621 \n",
              "L 254.467587 197.553225 \n",
              "L 255.281258 210.995258 \n",
              "L 256.094928 216.783149 \n",
              "L 256.908599 183.950337 \n",
              "L 257.722269 193.360329 \n",
              "L 258.53594 196.44913 \n",
              "L 259.34961 226.637998 \n",
              "L 260.163281 204.836799 \n",
              "L 260.976951 154.493537 \n",
              "L 261.790622 207.161287 \n",
              "L 262.604293 228.530618 \n",
              "L 263.417963 227.283323 \n",
              "L 264.231634 192.217528 \n",
              "L 265.045304 185.841758 \n",
              "L 265.858975 171.820914 \n",
              "L 266.672645 209.448024 \n",
              "L 267.486316 184.608392 \n",
              "L 268.299986 210.845499 \n",
              "L 269.113657 184.637657 \n",
              "L 269.927327 174.690056 \n",
              "L 270.740998 237.099563 \n",
              "L 271.554668 152.200064 \n",
              "L 272.368339 252.400562 \n",
              "L 273.18201 203.000702 \n",
              "L 273.99568 214.248265 \n",
              "L 274.809351 171.690006 \n",
              "L 275.623021 212.684625 \n",
              "L 276.436692 188.492698 \n",
              "L 278.064033 227.951419 \n",
              "L 278.877703 235.90296 \n",
              "L 279.691374 151.010781 \n",
              "L 280.505044 199.132785 \n",
              "L 281.318715 204.59492 \n",
              "L 282.132386 172.089273 \n",
              "L 282.946056 285.056081 \n",
              "L 283.759727 248.530118 \n",
              "L 284.573397 175.424602 \n",
              "L 285.387068 169.527198 \n",
              "L 286.200738 189.962405 \n",
              "L 287.014409 216.673036 \n",
              "L 287.828079 207.19418 \n",
              "L 288.64175 174.60043 \n",
              "L 289.45542 206.879972 \n",
              "L 290.269091 214.967523 \n",
              "L 291.082761 205.241702 \n",
              "L 291.896432 183.978971 \n",
              "L 292.710103 174.204451 \n",
              "L 293.523773 177.224534 \n",
              "L 294.337444 144.286841 \n",
              "L 295.151114 208.165067 \n",
              "L 295.964785 195.668347 \n",
              "L 296.778455 186.12411 \n",
              "L 297.592126 196.651541 \n",
              "L 298.405796 232.651945 \n",
              "L 299.219467 211.144354 \n",
              "L 300.033137 186.212375 \n",
              "L 300.846808 156.005871 \n",
              "L 301.660478 189.165086 \n",
              "L 302.474149 203.967993 \n",
              "L 303.28782 157.823991 \n",
              "L 304.10149 254.179554 \n",
              "L 305.728831 220.817636 \n",
              "L 306.542502 210.46842 \n",
              "L 307.356172 180.772526 \n",
              "L 308.169843 160.138276 \n",
              "L 308.983513 196.078934 \n",
              "L 309.797184 216.323796 \n",
              "L 310.610854 219.670753 \n",
              "L 311.424525 180.037494 \n",
              "L 312.238195 205.001394 \n",
              "L 313.051866 203.960867 \n",
              "L 313.865537 205.870783 \n",
              "L 314.679207 176.364911 \n",
              "L 315.492878 236.796821 \n",
              "L 316.306548 232.339648 \n",
              "L 317.120219 215.629367 \n",
              "L 317.933889 236.678254 \n",
              "L 318.74756 213.791585 \n",
              "L 319.56123 206.139078 \n",
              "L 320.374901 216.343021 \n",
              "L 321.188571 188.482787 \n",
              "L 322.002242 214.315881 \n",
              "L 322.815913 193.748843 \n",
              "L 323.629583 181.241417 \n",
              "L 324.443254 185.083065 \n",
              "L 325.256924 214.381959 \n",
              "L 326.070595 150.367999 \n",
              "L 326.884265 176.293052 \n",
              "L 327.697936 251.788308 \n",
              "L 328.511606 191.638815 \n",
              "L 329.325277 189.645557 \n",
              "L 330.138947 206.988514 \n",
              "L 330.952618 285.475382 \n",
              "L 331.766288 160.209779 \n",
              "L 332.579959 185.51048 \n",
              "L 333.39363 179.721342 \n",
              "L 334.2073 217.052188 \n",
              "L 335.020971 217.731507 \n",
              "L 335.834641 182.37821 \n",
              "L 336.648312 244.99144 \n",
              "L 337.461982 192.94119 \n",
              "L 338.275653 221.311857 \n",
              "L 339.089323 184.586949 \n",
              "L 339.902994 182.140574 \n",
              "L 340.716664 184.965923 \n",
              "L 341.530335 195.791416 \n",
              "L 342.344005 159.065406 \n",
              "L 343.157676 199.943045 \n",
              "L 343.971347 183.39195 \n",
              "L 344.785017 179.900464 \n",
              "L 345.598688 261.325904 \n",
              "L 346.412358 186.165635 \n",
              "L 347.226029 237.277551 \n",
              "L 348.039699 207.669161 \n",
              "L 348.85337 213.493443 \n",
              "L 349.66704 207.364929 \n",
              "L 350.480711 234.741939 \n",
              "L 351.294381 220.149233 \n",
              "L 352.108052 197.981643 \n",
              "L 352.921722 206.156601 \n",
              "L 353.735393 198.800098 \n",
              "L 354.549064 161.848809 \n",
              "L 355.362734 255.447578 \n",
              "L 356.176405 210.452062 \n",
              "L 356.990075 182.371732 \n",
              "L 357.803746 205.57554 \n",
              "L 358.617416 153.006226 \n",
              "L 359.431087 186.292122 \n",
              "L 360.244757 208.168484 \n",
              "L 361.058428 160.246866 \n",
              "L 362.685769 295.488 \n",
              "L 363.49944 209.892557 \n",
              "L 364.31311 219.619203 \n",
              "L 365.126781 214.471747 \n",
              "L 365.940451 218.886892 \n",
              "L 366.754122 182.113139 \n",
              "L 367.567792 174.254641 \n",
              "L 368.381463 221.75103 \n",
              "L 369.195133 214.869329 \n",
              "L 370.008804 214.171304 \n",
              "L 370.822474 224.854472 \n",
              "L 371.636145 226.2083 \n",
              "L 372.449815 277.363393 \n",
              "L 373.263486 186.22138 \n",
              "L 374.077157 213.487564 \n",
              "L 374.890827 246.734866 \n",
              "L 375.704498 257.380816 \n",
              "L 376.518168 198.465159 \n",
              "L 377.331839 171.072732 \n",
              "L 378.145509 234.318119 \n",
              "L 378.95918 184.247314 \n",
              "L 379.77285 187.150336 \n",
              "L 380.586521 212.881691 \n",
              "L 381.400191 191.503291 \n",
              "L 382.213862 195.877835 \n",
              "L 383.027532 217.956414 \n",
              "L 383.841203 198.601169 \n",
              "L 384.654874 186.007681 \n",
              "L 385.468544 213.242526 \n",
              "L 386.282215 215.558285 \n",
              "L 387.095885 191.002867 \n",
              "L 387.909556 211.137196 \n",
              "L 388.723226 218.871086 \n",
              "L 389.536897 165.339615 \n",
              "L 390.350567 233.30655 \n",
              "L 391.164238 163.776136 \n",
              "L 391.977908 220.737031 \n",
              "L 392.791579 156.475329 \n",
              "L 393.605249 207.627474 \n",
              "L 394.41892 187.093409 \n",
              "L 395.232591 258.255631 \n",
              "L 396.046261 189.194367 \n",
              "L 396.859932 240.285342 \n",
              "L 397.673602 197.130847 \n",
              "L 398.487273 215.550171 \n",
              "L 398.487273 215.550171 \n",
              "\" style=\"fill:none;stroke:#1f77b4;stroke-linecap:square;stroke-width:1.5;\"/>\n",
              "   </g>\n",
              "   <g id=\"patch_3\">\n",
              "    <path d=\"M 57.6 307.584 \n",
              "L 57.6 41.472 \n",
              "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n",
              "   </g>\n",
              "   <g id=\"patch_4\">\n",
              "    <path d=\"M 414.72 307.584 \n",
              "L 414.72 41.472 \n",
              "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n",
              "   </g>\n",
              "   <g id=\"patch_5\">\n",
              "    <path d=\"M 57.6 307.584 \n",
              "L 414.72 307.584 \n",
              "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n",
              "   </g>\n",
              "   <g id=\"patch_6\">\n",
              "    <path d=\"M 57.6 41.472 \n",
              "L 414.72 41.472 \n",
              "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n",
              "   </g>\n",
              "   <g id=\"text_17\">\n",
              "    <!-- validation loss -->\n",
              "    <g transform=\"translate(193.123125 35.472)scale(0.12 -0.12)\">\n",
              "     <use xlink:href=\"#DejaVuSans-118\"/>\n",
              "     <use x=\"59.179688\" xlink:href=\"#DejaVuSans-97\"/>\n",
              "     <use x=\"120.458984\" xlink:href=\"#DejaVuSans-108\"/>\n",
              "     <use x=\"148.242188\" xlink:href=\"#DejaVuSans-105\"/>\n",
              "     <use x=\"176.025391\" xlink:href=\"#DejaVuSans-100\"/>\n",
              "     <use x=\"239.501953\" xlink:href=\"#DejaVuSans-97\"/>\n",
              "     <use x=\"300.78125\" xlink:href=\"#DejaVuSans-116\"/>\n",
              "     <use x=\"339.990234\" xlink:href=\"#DejaVuSans-105\"/>\n",
              "     <use x=\"367.773438\" xlink:href=\"#DejaVuSans-111\"/>\n",
              "     <use x=\"428.955078\" xlink:href=\"#DejaVuSans-110\"/>\n",
              "     <use x=\"492.333984\" xlink:href=\"#DejaVuSans-32\"/>\n",
              "     <use x=\"524.121094\" xlink:href=\"#DejaVuSans-108\"/>\n",
              "     <use x=\"551.904297\" xlink:href=\"#DejaVuSans-111\"/>\n",
              "     <use x=\"613.085938\" xlink:href=\"#DejaVuSans-115\"/>\n",
              "     <use x=\"665.185547\" xlink:href=\"#DejaVuSans-115\"/>\n",
              "    </g>\n",
              "   </g>\n",
              "  </g>\n",
              " </g>\n",
              " <defs>\n",
              "  <clipPath id=\"pdbb40425d4\">\n",
              "   <rect height=\"266.112\" width=\"357.12\" x=\"57.6\" y=\"41.472\"/>\n",
              "  </clipPath>\n",
              " </defs>\n",
              "</svg>\n",
              "</div>"
            ]
          },
          "metadata": {},
          "output_type" : "display_data"
        },
        {
          "data" : {
            "text/html" : [
              "<div style='width:600px'><?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\n",
              "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n",
              "  \"https://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n",
              "<!-- Created with matplotlib (https://matplotlib.org/) -->\n",
              "<svg height=\"345.6pt\" version=\"1.1\" viewBox=\"0 0 460.8 345.6\" width=\"460.8pt\" xmlns=\"https://www.w3.org/2000/svg\" xmlns:xlink=\"https://www.w3.org/1999/xlink\">\n",
              " <defs>\n",
              "  <style type=\"text/css\">\n",
              "*{stroke-linecap:butt;stroke-linejoin:round;}\n",
              "  </style>\n",
              " </defs>\n",
              " <g id=\"figure_1\">\n",
              "  <g id=\"patch_1\">\n",
              "   <path d=\"M 0 345.6 \n",
              "L 460.8 345.6 \n",
              "L 460.8 0 \n",
              "L 0 0 \n",
              "z\n",
              "\" style=\"fill:#ffffff;\"/>\n",
              "  </g>\n",
              "  <g id=\"axes_1\">\n",
              "   <g id=\"patch_2\">\n",
              "    <path d=\"M 57.6 307.584 \n",
              "L 414.72 307.584 \n",
              "L 414.72 41.472 \n",
              "L 57.6 41.472 \n",
              "z\n",
              "\" style=\"fill:#ffffff;\"/>\n",
              "   </g>\n",
              "   <g id=\"matplotlib.axis_1\">\n",
              "    <g id=\"xtick_1\">\n",
              "     <g id=\"line2d_1\">\n",
              "      <path clip-path=\"url(#p3a007499c4)\" d=\"M 73.832727 307.584 \n",
              "L 73.832727 41.472 \n",
              "\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n",
              "     </g>\n",
              "     <g id=\"line2d_2\">\n",
              "      <defs>\n",
              "       <path d=\"M 0 0 \n",
              "L 0 3.5 \n",
              "\" id=\"me863717866\" style=\"stroke:#000000;stroke-width:0.8;\"/>\n",
              "      </defs>\n",
              "      <g>\n",
              "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"73.832727\" xlink:href=\"#me863717866\" y=\"307.584\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "     <g id=\"text_1\">\n",
              "      <!-- 0 -->\n",
              "      <defs>\n",
              "       <path d=\"M 31.78125 66.40625 \n",
              "Q 24.171875 66.40625 20.328125 58.90625 \n",
              "Q 16.5 51.421875 16.5 36.375 \n",
              "Q 16.5 21.390625 20.328125 13.890625 \n",
              "Q 24.171875 6.390625 31.78125 6.390625 \n",
              "Q 39.453125 6.390625 43.28125 13.890625 \n",
              "Q 47.125 21.390625 47.125 36.375 \n",
              "Q 47.125 51.421875 43.28125 58.90625 \n",
              "Q 39.453125 66.40625 31.78125 66.40625 \n",
              "z\n",
              "M 31.78125 74.21875 \n",
              "Q 44.046875 74.21875 50.515625 64.515625 \n",
              "Q 56.984375 54.828125 56.984375 36.375 \n",
              "Q 56.984375 17.96875 50.515625 8.265625 \n",
              "Q 44.046875 -1.421875 31.78125 -1.421875 \n",
              "Q 19.53125 -1.421875 13.0625 8.265625 \n",
              "Q 6.59375 17.96875 6.59375 36.375 \n",
              "Q 6.59375 54.828125 13.0625 64.515625 \n",
              "Q 19.53125 74.21875 31.78125 74.21875 \n",
              "z\n",
              "\" id=\"DejaVuSans-48\"/>\n",
              "      </defs>\n",
              "      <g transform=\"translate(70.651477 322.182437)scale(0.1 -0.1)\">\n",
              "       <use xlink:href=\"#DejaVuSans-48\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "    </g>\n",
              "    <g id=\"xtick_2\">\n",
              "     <g id=\"line2d_3\">\n",
              "      <path clip-path=\"url(#p3a007499c4)\" d=\"M 142.937569 307.584 \n",
              "L 142.937569 41.472 \n",
              "\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n",
              "     </g>\n",
              "     <g id=\"line2d_4\">\n",
              "      <g>\n",
              "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"142.937569\" xlink:href=\"#me863717866\" y=\"307.584\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "     <g id=\"text_2\">\n",
              "      <!-- 500 -->\n",
              "      <defs>\n",
              "       <path d=\"M 10.796875 72.90625 \n",
              "L 49.515625 72.90625 \n",
              "L 49.515625 64.59375 \n",
              "L 19.828125 64.59375 \n",
              "L 19.828125 46.734375 \n",
              "Q 21.96875 47.46875 24.109375 47.828125 \n",
              "Q 26.265625 48.1875 28.421875 48.1875 \n",
              "Q 40.625 48.1875 47.75 41.5 \n",
              "Q 54.890625 34.8125 54.890625 23.390625 \n",
              "Q 54.890625 11.625 47.5625 5.09375 \n",
              "Q 40.234375 -1.421875 26.90625 -1.421875 \n",
              "Q 22.3125 -1.421875 17.546875 -0.640625 \n",
              "Q 12.796875 0.140625 7.71875 1.703125 \n",
              "L 7.71875 11.625 \n",
              "Q 12.109375 9.234375 16.796875 8.0625 \n",
              "Q 21.484375 6.890625 26.703125 6.890625 \n",
              "Q 35.15625 6.890625 40.078125 11.328125 \n",
              "Q 45.015625 15.765625 45.015625 23.390625 \n",
              "Q 45.015625 31 40.078125 35.4375 \n",
              "Q 35.15625 39.890625 26.703125 39.890625 \n",
              "Q 22.75 39.890625 18.8125 39.015625 \n",
              "Q 14.890625 38.140625 10.796875 36.28125 \n",
              "z\n",
              "\" id=\"DejaVuSans-53\"/>\n",
              "      </defs>\n",
              "      <g transform=\"translate(133.393819 322.182437)scale(0.1 -0.1)\">\n",
              "       <use xlink:href=\"#DejaVuSans-53\"/>\n",
              "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n",
              "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "    </g>\n",
              "    <g id=\"xtick_3\">\n",
              "     <g id=\"line2d_5\">\n",
              "      <path clip-path=\"url(#p3a007499c4)\" d=\"M 212.04241 307.584 \n",
              "L 212.04241 41.472 \n",
              "\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n",
              "     </g>\n",
              "     <g id=\"line2d_6\">\n",
              "      <g>\n",
              "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"212.04241\" xlink:href=\"#me863717866\" y=\"307.584\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "     <g id=\"text_3\">\n",
              "      <!-- 1000 -->\n",
              "      <defs>\n",
              "       <path d=\"M 12.40625 8.296875 \n",
              "L 28.515625 8.296875 \n",
              "L 28.515625 63.921875 \n",
              "L 10.984375 60.40625 \n",
              "L 10.984375 69.390625 \n",
              "L 28.421875 72.90625 \n",
              "L 38.28125 72.90625 \n",
              "L 38.28125 8.296875 \n",
              "L 54.390625 8.296875 \n",
              "L 54.390625 0 \n",
              "L 12.40625 0 \n",
              "z\n",
              "\" id=\"DejaVuSans-49\"/>\n",
              "      </defs>\n",
              "      <g transform=\"translate(199.31741 322.182437)scale(0.1 -0.1)\">\n",
              "       <use xlink:href=\"#DejaVuSans-49\"/>\n",
              "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n",
              "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n",
              "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "    </g>\n",
              "    <g id=\"xtick_4\">\n",
              "     <g id=\"line2d_7\">\n",
              "      <path clip-path=\"url(#p3a007499c4)\" d=\"M 281.147252 307.584 \n",
              "L 281.147252 41.472 \n",
              "\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n",
              "     </g>\n",
              "     <g id=\"line2d_8\">\n",
              "      <g>\n",
              "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"281.147252\" xlink:href=\"#me863717866\" y=\"307.584\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "     <g id=\"text_4\">\n",
              "      <!-- 1500 -->\n",
              "      <g transform=\"translate(268.422252 322.182437)scale(0.1 -0.1)\">\n",
              "       <use xlink:href=\"#DejaVuSans-49\"/>\n",
              "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\n",
              "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n",
              "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "    </g>\n",
              "    <g id=\"xtick_5\">\n",
              "     <g id=\"line2d_9\">\n",
              "      <path clip-path=\"url(#p3a007499c4)\" d=\"M 350.252093 307.584 \n",
              "L 350.252093 41.472 \n",
              "\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n",
              "     </g>\n",
              "     <g id=\"line2d_10\">\n",
              "      <g>\n",
              "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"350.252093\" xlink:href=\"#me863717866\" y=\"307.584\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "     <g id=\"text_5\">\n",
              "      <!-- 2000 -->\n",
              "      <defs>\n",
              "       <path d=\"M 19.1875 8.296875 \n",
              "L 53.609375 8.296875 \n",
              "L 53.609375 0 \n",
              "L 7.328125 0 \n",
              "L 7.328125 8.296875 \n",
              "Q 12.9375 14.109375 22.625 23.890625 \n",
              "Q 32.328125 33.6875 34.8125 36.53125 \n",
              "Q 39.546875 41.84375 41.421875 45.53125 \n",
              "Q 43.3125 49.21875 43.3125 52.78125 \n",
              "Q 43.3125 58.59375 39.234375 62.25 \n",
              "Q 35.15625 65.921875 28.609375 65.921875 \n",
              "Q 23.96875 65.921875 18.8125 64.3125 \n",
              "Q 13.671875 62.703125 7.8125 59.421875 \n",
              "L 7.8125 69.390625 \n",
              "Q 13.765625 71.78125 18.9375 73 \n",
              "Q 24.125 74.21875 28.421875 74.21875 \n",
              "Q 39.75 74.21875 46.484375 68.546875 \n",
              "Q 53.21875 62.890625 53.21875 53.421875 \n",
              "Q 53.21875 48.921875 51.53125 44.890625 \n",
              "Q 49.859375 40.875 45.40625 35.40625 \n",
              "Q 44.1875 33.984375 37.640625 27.21875 \n",
              "Q 31.109375 20.453125 19.1875 8.296875 \n",
              "z\n",
              "\" id=\"DejaVuSans-50\"/>\n",
              "      </defs>\n",
              "      <g transform=\"translate(337.527093 322.182437)scale(0.1 -0.1)\">\n",
              "       <use xlink:href=\"#DejaVuSans-50\"/>\n",
              "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n",
              "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n",
              "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-48\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "    </g>\n",
              "    <g id=\"text_6\">\n",
              "     <!-- minibatch -->\n",
              "     <defs>\n",
              "      <path d=\"M 52 44.1875 \n",
              "Q 55.375 50.25 60.0625 53.125 \n",
              "Q 64.75 56 71.09375 56 \n",
              "Q 79.640625 56 84.28125 50.015625 \n",
              "Q 88.921875 44.046875 88.921875 33.015625 \n",
              "L 88.921875 0 \n",
              "L 79.890625 0 \n",
              "L 79.890625 32.71875 \n",
              "Q 79.890625 40.578125 77.09375 44.375 \n",
              "Q 74.3125 48.1875 68.609375 48.1875 \n",
              "Q 61.625 48.1875 57.5625 43.546875 \n",
              "Q 53.515625 38.921875 53.515625 30.90625 \n",
              "L 53.515625 0 \n",
              "L 44.484375 0 \n",
              "L 44.484375 32.71875 \n",
              "Q 44.484375 40.625 41.703125 44.40625 \n",
              "Q 38.921875 48.1875 33.109375 48.1875 \n",
              "Q 26.21875 48.1875 22.15625 43.53125 \n",
              "Q 18.109375 38.875 18.109375 30.90625 \n",
              "L 18.109375 0 \n",
              "L 9.078125 0 \n",
              "L 9.078125 54.6875 \n",
              "L 18.109375 54.6875 \n",
              "L 18.109375 46.1875 \n",
              "Q 21.1875 51.21875 25.484375 53.609375 \n",
              "Q 29.78125 56 35.6875 56 \n",
              "Q 41.65625 56 45.828125 52.96875 \n",
              "Q 50 49.953125 52 44.1875 \n",
              "z\n",
              "\" id=\"DejaVuSans-109\"/>\n",
              "      <path d=\"M 9.421875 54.6875 \n",
              "L 18.40625 54.6875 \n",
              "L 18.40625 0 \n",
              "L 9.421875 0 \n",
              "z\n",
              "M 9.421875 75.984375 \n",
              "L 18.40625 75.984375 \n",
              "L 18.40625 64.59375 \n",
              "L 9.421875 64.59375 \n",
              "z\n",
              "\" id=\"DejaVuSans-105\"/>\n",
              "      <path d=\"M 54.890625 33.015625 \n",
              "L 54.890625 0 \n",
              "L 45.90625 0 \n",
              "L 45.90625 32.71875 \n",
              "Q 45.90625 40.484375 42.875 44.328125 \n",
              "Q 39.84375 48.1875 33.796875 48.1875 \n",
              "Q 26.515625 48.1875 22.3125 43.546875 \n",
              "Q 18.109375 38.921875 18.109375 30.90625 \n",
              "L 18.109375 0 \n",
              "L 9.078125 0 \n",
              "L 9.078125 54.6875 \n",
              "L 18.109375 54.6875 \n",
              "L 18.109375 46.1875 \n",
              "Q 21.34375 51.125 25.703125 53.5625 \n",
              "Q 30.078125 56 35.796875 56 \n",
              "Q 45.21875 56 50.046875 50.171875 \n",
              "Q 54.890625 44.34375 54.890625 33.015625 \n",
              "z\n",
              "\" id=\"DejaVuSans-110\"/>\n",
              "      <path d=\"M 48.6875 27.296875 \n",
              "Q 48.6875 37.203125 44.609375 42.84375 \n",
              "Q 40.53125 48.484375 33.40625 48.484375 \n",
              "Q 26.265625 48.484375 22.1875 42.84375 \n",
              "Q 18.109375 37.203125 18.109375 27.296875 \n",
              "Q 18.109375 17.390625 22.1875 11.75 \n",
              "Q 26.265625 6.109375 33.40625 6.109375 \n",
              "Q 40.53125 6.109375 44.609375 11.75 \n",
              "Q 48.6875 17.390625 48.6875 27.296875 \n",
              "z\n",
              "M 18.109375 46.390625 \n",
              "Q 20.953125 51.265625 25.265625 53.625 \n",
              "Q 29.59375 56 35.59375 56 \n",
              "Q 45.5625 56 51.78125 48.09375 \n",
              "Q 58.015625 40.1875 58.015625 27.296875 \n",
              "Q 58.015625 14.40625 51.78125 6.484375 \n",
              "Q 45.5625 -1.421875 35.59375 -1.421875 \n",
              "Q 29.59375 -1.421875 25.265625 0.953125 \n",
              "Q 20.953125 3.328125 18.109375 8.203125 \n",
              "L 18.109375 0 \n",
              "L 9.078125 0 \n",
              "L 9.078125 75.984375 \n",
              "L 18.109375 75.984375 \n",
              "z\n",
              "\" id=\"DejaVuSans-98\"/>\n",
              "      <path d=\"M 34.28125 27.484375 \n",
              "Q 23.390625 27.484375 19.1875 25 \n",
              "Q 14.984375 22.515625 14.984375 16.5 \n",
              "Q 14.984375 11.71875 18.140625 8.90625 \n",
              "Q 21.296875 6.109375 26.703125 6.109375 \n",
              "Q 34.1875 6.109375 38.703125 11.40625 \n",
              "Q 43.21875 16.703125 43.21875 25.484375 \n",
              "L 43.21875 27.484375 \n",
              "z\n",
              "M 52.203125 31.203125 \n",
              "L 52.203125 0 \n",
              "L 43.21875 0 \n",
              "L 43.21875 8.296875 \n",
              "Q 40.140625 3.328125 35.546875 0.953125 \n",
              "Q 30.953125 -1.421875 24.3125 -1.421875 \n",
              "Q 15.921875 -1.421875 10.953125 3.296875 \n",
              "Q 6 8.015625 6 15.921875 \n",
              "Q 6 25.140625 12.171875 29.828125 \n",
              "Q 18.359375 34.515625 30.609375 34.515625 \n",
              "L 43.21875 34.515625 \n",
              "L 43.21875 35.40625 \n",
              "Q 43.21875 41.609375 39.140625 45 \n",
              "Q 35.0625 48.390625 27.6875 48.390625 \n",
              "Q 23 48.390625 18.546875 47.265625 \n",
              "Q 14.109375 46.140625 10.015625 43.890625 \n",
              "L 10.015625 52.203125 \n",
              "Q 14.9375 54.109375 19.578125 55.046875 \n",
              "Q 24.21875 56 28.609375 56 \n",
              "Q 40.484375 56 46.34375 49.84375 \n",
              "Q 52.203125 43.703125 52.203125 31.203125 \n",
              "z\n",
              "\" id=\"DejaVuSans-97\"/>\n",
              "      <path d=\"M 18.3125 70.21875 \n",
              "L 18.3125 54.6875 \n",
              "L 36.8125 54.6875 \n",
              "L 36.8125 47.703125 \n",
              "L 18.3125 47.703125 \n",
              "L 18.3125 18.015625 \n",
              "Q 18.3125 11.328125 20.140625 9.421875 \n",
              "Q 21.96875 7.515625 27.59375 7.515625 \n",
              "L 36.8125 7.515625 \n",
              "L 36.8125 0 \n",
              "L 27.59375 0 \n",
              "Q 17.1875 0 13.234375 3.875 \n",
              "Q 9.28125 7.765625 9.28125 18.015625 \n",
              "L 9.28125 47.703125 \n",
              "L 2.6875 47.703125 \n",
              "L 2.6875 54.6875 \n",
              "L 9.28125 54.6875 \n",
              "L 9.28125 70.21875 \n",
              "z\n",
              "\" id=\"DejaVuSans-116\"/>\n",
              "      <path d=\"M 48.78125 52.59375 \n",
              "L 48.78125 44.1875 \n",
              "Q 44.96875 46.296875 41.140625 47.34375 \n",
              "Q 37.3125 48.390625 33.40625 48.390625 \n",
              "Q 24.65625 48.390625 19.8125 42.84375 \n",
              "Q 14.984375 37.3125 14.984375 27.296875 \n",
              "Q 14.984375 17.28125 19.8125 11.734375 \n",
              "Q 24.65625 6.203125 33.40625 6.203125 \n",
              "Q 37.3125 6.203125 41.140625 7.25 \n",
              "Q 44.96875 8.296875 48.78125 10.40625 \n",
              "L 48.78125 2.09375 \n",
              "Q 45.015625 0.34375 40.984375 -0.53125 \n",
              "Q 36.96875 -1.421875 32.421875 -1.421875 \n",
              "Q 20.0625 -1.421875 12.78125 6.34375 \n",
              "Q 5.515625 14.109375 5.515625 27.296875 \n",
              "Q 5.515625 40.671875 12.859375 48.328125 \n",
              "Q 20.21875 56 33.015625 56 \n",
              "Q 37.15625 56 41.109375 55.140625 \n",
              "Q 45.0625 54.296875 48.78125 52.59375 \n",
              "z\n",
              "\" id=\"DejaVuSans-99\"/>\n",
              "      <path d=\"M 54.890625 33.015625 \n",
              "L 54.890625 0 \n",
              "L 45.90625 0 \n",
              "L 45.90625 32.71875 \n",
              "Q 45.90625 40.484375 42.875 44.328125 \n",
              "Q 39.84375 48.1875 33.796875 48.1875 \n",
              "Q 26.515625 48.1875 22.3125 43.546875 \n",
              "Q 18.109375 38.921875 18.109375 30.90625 \n",
              "L 18.109375 0 \n",
              "L 9.078125 0 \n",
              "L 9.078125 75.984375 \n",
              "L 18.109375 75.984375 \n",
              "L 18.109375 46.1875 \n",
              "Q 21.34375 51.125 25.703125 53.5625 \n",
              "Q 30.078125 56 35.796875 56 \n",
              "Q 45.21875 56 50.046875 50.171875 \n",
              "Q 54.890625 44.34375 54.890625 33.015625 \n",
              "z\n",
              "\" id=\"DejaVuSans-104\"/>\n",
              "     </defs>\n",
              "     <g transform=\"translate(211.226406 335.860562)scale(0.1 -0.1)\">\n",
              "      <use xlink:href=\"#DejaVuSans-109\"/>\n",
              "      <use x=\"97.412109\" xlink:href=\"#DejaVuSans-105\"/>\n",
              "      <use x=\"125.195312\" xlink:href=\"#DejaVuSans-110\"/>\n",
              "      <use x=\"188.574219\" xlink:href=\"#DejaVuSans-105\"/>\n",
              "      <use x=\"216.357422\" xlink:href=\"#DejaVuSans-98\"/>\n",
              "      <use x=\"279.833984\" xlink:href=\"#DejaVuSans-97\"/>\n",
              "      <use x=\"341.113281\" xlink:href=\"#DejaVuSans-116\"/>\n",
              "      <use x=\"380.322266\" xlink:href=\"#DejaVuSans-99\"/>\n",
              "      <use x=\"435.302734\" xlink:href=\"#DejaVuSans-104\"/>\n",
              "     </g>\n",
              "    </g>\n",
              "   </g>\n",
              "   <g id=\"matplotlib.axis_2\">\n",
              "    <g id=\"ytick_1\">\n",
              "     <g id=\"line2d_11\">\n",
              "      <path clip-path=\"url(#p3a007499c4)\" d=\"M 57.6 281.257412 \n",
              "L 414.72 281.257412 \n",
              "\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n",
              "     </g>\n",
              "     <g id=\"line2d_12\">\n",
              "      <defs>\n",
              "       <path d=\"M 0 0 \n",
              "L -3.5 0 \n",
              "\" id=\"m36f8d7963b\" style=\"stroke:#000000;stroke-width:0.8;\"/>\n",
              "      </defs>\n",
              "      <g>\n",
              "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"57.6\" xlink:href=\"#m36f8d7963b\" y=\"281.257412\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "     <g id=\"text_7\">\n",
              "      <!-- 0.750 -->\n",
              "      <defs>\n",
              "       <path d=\"M 10.6875 12.40625 \n",
              "L 21 12.40625 \n",
              "L 21 0 \n",
              "L 10.6875 0 \n",
              "z\n",
              "\" id=\"DejaVuSans-46\"/>\n",
              "       <path d=\"M 8.203125 72.90625 \n",
              "L 55.078125 72.90625 \n",
              "L 55.078125 68.703125 \n",
              "L 28.609375 0 \n",
              "L 18.3125 0 \n",
              "L 43.21875 64.59375 \n",
              "L 8.203125 64.59375 \n",
              "z\n",
              "\" id=\"DejaVuSans-55\"/>\n",
              "      </defs>\n",
              "      <g transform=\"translate(21.971875 285.056631)scale(0.1 -0.1)\">\n",
              "       <use xlink:href=\"#DejaVuSans-48\"/>\n",
              "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\n",
              "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-55\"/>\n",
              "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-53\"/>\n",
              "       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-48\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "    </g>\n",
              "    <g id=\"ytick_2\">\n",
              "     <g id=\"line2d_13\">\n",
              "      <path clip-path=\"url(#p3a007499c4)\" d=\"M 57.6 250.898824 \n",
              "L 414.72 250.898824 \n",
              "\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n",
              "     </g>\n",
              "     <g id=\"line2d_14\">\n",
              "      <g>\n",
              "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"57.6\" xlink:href=\"#m36f8d7963b\" y=\"250.898824\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "     <g id=\"text_8\">\n",
              "      <!-- 0.775 -->\n",
              "      <g transform=\"translate(21.971875 254.698042)scale(0.1 -0.1)\">\n",
              "       <use xlink:href=\"#DejaVuSans-48\"/>\n",
              "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\n",
              "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-55\"/>\n",
              "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-55\"/>\n",
              "       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-53\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "    </g>\n",
              "    <g id=\"ytick_3\">\n",
              "     <g id=\"line2d_15\">\n",
              "      <path clip-path=\"url(#p3a007499c4)\" d=\"M 57.6 220.540235 \n",
              "L 414.72 220.540235 \n",
              "\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n",
              "     </g>\n",
              "     <g id=\"line2d_16\">\n",
              "      <g>\n",
              "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"57.6\" xlink:href=\"#m36f8d7963b\" y=\"220.540235\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "     <g id=\"text_9\">\n",
              "      <!-- 0.800 -->\n",
              "      <defs>\n",
              "       <path d=\"M 31.78125 34.625 \n",
              "Q 24.75 34.625 20.71875 30.859375 \n",
              "Q 16.703125 27.09375 16.703125 20.515625 \n",
              "Q 16.703125 13.921875 20.71875 10.15625 \n",
              "Q 24.75 6.390625 31.78125 6.390625 \n",
              "Q 38.8125 6.390625 42.859375 10.171875 \n",
              "Q 46.921875 13.96875 46.921875 20.515625 \n",
              "Q 46.921875 27.09375 42.890625 30.859375 \n",
              "Q 38.875 34.625 31.78125 34.625 \n",
              "z\n",
              "M 21.921875 38.8125 \n",
              "Q 15.578125 40.375 12.03125 44.71875 \n",
              "Q 8.5 49.078125 8.5 55.328125 \n",
              "Q 8.5 64.0625 14.71875 69.140625 \n",
              "Q 20.953125 74.21875 31.78125 74.21875 \n",
              "Q 42.671875 74.21875 48.875 69.140625 \n",
              "Q 55.078125 64.0625 55.078125 55.328125 \n",
              "Q 55.078125 49.078125 51.53125 44.71875 \n",
              "Q 48 40.375 41.703125 38.8125 \n",
              "Q 48.828125 37.15625 52.796875 32.3125 \n",
              "Q 56.78125 27.484375 56.78125 20.515625 \n",
              "Q 56.78125 9.90625 50.3125 4.234375 \n",
              "Q 43.84375 -1.421875 31.78125 -1.421875 \n",
              "Q 19.734375 -1.421875 13.25 4.234375 \n",
              "Q 6.78125 9.90625 6.78125 20.515625 \n",
              "Q 6.78125 27.484375 10.78125 32.3125 \n",
              "Q 14.796875 37.15625 21.921875 38.8125 \n",
              "z\n",
              "M 18.3125 54.390625 \n",
              "Q 18.3125 48.734375 21.84375 45.5625 \n",
              "Q 25.390625 42.390625 31.78125 42.390625 \n",
              "Q 38.140625 42.390625 41.71875 45.5625 \n",
              "Q 45.3125 48.734375 45.3125 54.390625 \n",
              "Q 45.3125 60.0625 41.71875 63.234375 \n",
              "Q 38.140625 66.40625 31.78125 66.40625 \n",
              "Q 25.390625 66.40625 21.84375 63.234375 \n",
              "Q 18.3125 60.0625 18.3125 54.390625 \n",
              "z\n",
              "\" id=\"DejaVuSans-56\"/>\n",
              "      </defs>\n",
              "      <g transform=\"translate(21.971875 224.339454)scale(0.1 -0.1)\">\n",
              "       <use xlink:href=\"#DejaVuSans-48\"/>\n",
              "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\n",
              "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-56\"/>\n",
              "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\n",
              "       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-48\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "    </g>\n",
              "    <g id=\"ytick_4\">\n",
              "     <g id=\"line2d_17\">\n",
              "      <path clip-path=\"url(#p3a007499c4)\" d=\"M 57.6 190.181647 \n",
              "L 414.72 190.181647 \n",
              "\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n",
              "     </g>\n",
              "     <g id=\"line2d_18\">\n",
              "      <g>\n",
              "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"57.6\" xlink:href=\"#m36f8d7963b\" y=\"190.181647\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "     <g id=\"text_10\">\n",
              "      <!-- 0.825 -->\n",
              "      <g transform=\"translate(21.971875 193.980866)scale(0.1 -0.1)\">\n",
              "       <use xlink:href=\"#DejaVuSans-48\"/>\n",
              "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\n",
              "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-56\"/>\n",
              "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-50\"/>\n",
              "       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-53\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "    </g>\n",
              "    <g id=\"ytick_5\">\n",
              "     <g id=\"line2d_19\">\n",
              "      <path clip-path=\"url(#p3a007499c4)\" d=\"M 57.6 159.823059 \n",
              "L 414.72 159.823059 \n",
              "\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n",
              "     </g>\n",
              "     <g id=\"line2d_20\">\n",
              "      <g>\n",
              "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"57.6\" xlink:href=\"#m36f8d7963b\" y=\"159.823059\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "     <g id=\"text_11\">\n",
              "      <!-- 0.850 -->\n",
              "      <g transform=\"translate(21.971875 163.622278)scale(0.1 -0.1)\">\n",
              "       <use xlink:href=\"#DejaVuSans-48\"/>\n",
              "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\n",
              "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-56\"/>\n",
              "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-53\"/>\n",
              "       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-48\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "    </g>\n",
              "    <g id=\"ytick_6\">\n",
              "     <g id=\"line2d_21\">\n",
              "      <path clip-path=\"url(#p3a007499c4)\" d=\"M 57.6 129.464471 \n",
              "L 414.72 129.464471 \n",
              "\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n",
              "     </g>\n",
              "     <g id=\"line2d_22\">\n",
              "      <g>\n",
              "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"57.6\" xlink:href=\"#m36f8d7963b\" y=\"129.464471\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "     <g id=\"text_12\">\n",
              "      <!-- 0.875 -->\n",
              "      <g transform=\"translate(21.971875 133.263689)scale(0.1 -0.1)\">\n",
              "       <use xlink:href=\"#DejaVuSans-48\"/>\n",
              "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\n",
              "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-56\"/>\n",
              "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-55\"/>\n",
              "       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-53\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "    </g>\n",
              "    <g id=\"ytick_7\">\n",
              "     <g id=\"line2d_23\">\n",
              "      <path clip-path=\"url(#p3a007499c4)\" d=\"M 57.6 99.105882 \n",
              "L 414.72 99.105882 \n",
              "\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n",
              "     </g>\n",
              "     <g id=\"line2d_24\">\n",
              "      <g>\n",
              "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"57.6\" xlink:href=\"#m36f8d7963b\" y=\"99.105882\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "     <g id=\"text_13\">\n",
              "      <!-- 0.900 -->\n",
              "      <defs>\n",
              "       <path d=\"M 10.984375 1.515625 \n",
              "L 10.984375 10.5 \n",
              "Q 14.703125 8.734375 18.5 7.8125 \n",
              "Q 22.3125 6.890625 25.984375 6.890625 \n",
              "Q 35.75 6.890625 40.890625 13.453125 \n",
              "Q 46.046875 20.015625 46.78125 33.40625 \n",
              "Q 43.953125 29.203125 39.59375 26.953125 \n",
              "Q 35.25 24.703125 29.984375 24.703125 \n",
              "Q 19.046875 24.703125 12.671875 31.3125 \n",
              "Q 6.296875 37.9375 6.296875 49.421875 \n",
              "Q 6.296875 60.640625 12.9375 67.421875 \n",
              "Q 19.578125 74.21875 30.609375 74.21875 \n",
              "Q 43.265625 74.21875 49.921875 64.515625 \n",
              "Q 56.59375 54.828125 56.59375 36.375 \n",
              "Q 56.59375 19.140625 48.40625 8.859375 \n",
              "Q 40.234375 -1.421875 26.421875 -1.421875 \n",
              "Q 22.703125 -1.421875 18.890625 -0.6875 \n",
              "Q 15.09375 0.046875 10.984375 1.515625 \n",
              "z\n",
              "M 30.609375 32.421875 \n",
              "Q 37.25 32.421875 41.125 36.953125 \n",
              "Q 45.015625 41.5 45.015625 49.421875 \n",
              "Q 45.015625 57.28125 41.125 61.84375 \n",
              "Q 37.25 66.40625 30.609375 66.40625 \n",
              "Q 23.96875 66.40625 20.09375 61.84375 \n",
              "Q 16.21875 57.28125 16.21875 49.421875 \n",
              "Q 16.21875 41.5 20.09375 36.953125 \n",
              "Q 23.96875 32.421875 30.609375 32.421875 \n",
              "z\n",
              "\" id=\"DejaVuSans-57\"/>\n",
              "      </defs>\n",
              "      <g transform=\"translate(21.971875 102.905101)scale(0.1 -0.1)\">\n",
              "       <use xlink:href=\"#DejaVuSans-48\"/>\n",
              "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\n",
              "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-57\"/>\n",
              "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\n",
              "       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-48\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "    </g>\n",
              "    <g id=\"ytick_8\">\n",
              "     <g id=\"line2d_25\">\n",
              "      <path clip-path=\"url(#p3a007499c4)\" d=\"M 57.6 68.747294 \n",
              "L 414.72 68.747294 \n",
              "\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n",
              "     </g>\n",
              "     <g id=\"line2d_26\">\n",
              "      <g>\n",
              "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"57.6\" xlink:href=\"#m36f8d7963b\" y=\"68.747294\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "     <g id=\"text_14\">\n",
              "      <!-- 0.925 -->\n",
              "      <g transform=\"translate(21.971875 72.546513)scale(0.1 -0.1)\">\n",
              "       <use xlink:href=\"#DejaVuSans-48\"/>\n",
              "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\n",
              "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-57\"/>\n",
              "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-50\"/>\n",
              "       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-53\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "    </g>\n",
              "    <g id=\"text_15\">\n",
              "     <!-- training accuracy -->\n",
              "     <defs>\n",
              "      <path d=\"M 41.109375 46.296875 \n",
              "Q 39.59375 47.171875 37.8125 47.578125 \n",
              "Q 36.03125 48 33.890625 48 \n",
              "Q 26.265625 48 22.1875 43.046875 \n",
              "Q 18.109375 38.09375 18.109375 28.8125 \n",
              "L 18.109375 0 \n",
              "L 9.078125 0 \n",
              "L 9.078125 54.6875 \n",
              "L 18.109375 54.6875 \n",
              "L 18.109375 46.1875 \n",
              "Q 20.953125 51.171875 25.484375 53.578125 \n",
              "Q 30.03125 56 36.53125 56 \n",
              "Q 37.453125 56 38.578125 55.875 \n",
              "Q 39.703125 55.765625 41.0625 55.515625 \n",
              "z\n",
              "\" id=\"DejaVuSans-114\"/>\n",
              "      <path d=\"M 45.40625 27.984375 \n",
              "Q 45.40625 37.75 41.375 43.109375 \n",
              "Q 37.359375 48.484375 30.078125 48.484375 \n",
              "Q 22.859375 48.484375 18.828125 43.109375 \n",
              "Q 14.796875 37.75 14.796875 27.984375 \n",
              "Q 14.796875 18.265625 18.828125 12.890625 \n",
              "Q 22.859375 7.515625 30.078125 7.515625 \n",
              "Q 37.359375 7.515625 41.375 12.890625 \n",
              "Q 45.40625 18.265625 45.40625 27.984375 \n",
              "z\n",
              "M 54.390625 6.78125 \n",
              "Q 54.390625 -7.171875 48.1875 -13.984375 \n",
              "Q 42 -20.796875 29.203125 -20.796875 \n",
              "Q 24.46875 -20.796875 20.265625 -20.09375 \n",
              "Q 16.0625 -19.390625 12.109375 -17.921875 \n",
              "L 12.109375 -9.1875 \n",
              "Q 16.0625 -11.328125 19.921875 -12.34375 \n",
              "Q 23.78125 -13.375 27.78125 -13.375 \n",
              "Q 36.625 -13.375 41.015625 -8.765625 \n",
              "Q 45.40625 -4.15625 45.40625 5.171875 \n",
              "L 45.40625 9.625 \n",
              "Q 42.625 4.78125 38.28125 2.390625 \n",
              "Q 33.9375 0 27.875 0 \n",
              "Q 17.828125 0 11.671875 7.65625 \n",
              "Q 5.515625 15.328125 5.515625 27.984375 \n",
              "Q 5.515625 40.671875 11.671875 48.328125 \n",
              "Q 17.828125 56 27.875 56 \n",
              "Q 33.9375 56 38.28125 53.609375 \n",
              "Q 42.625 51.21875 45.40625 46.390625 \n",
              "L 45.40625 54.6875 \n",
              "L 54.390625 54.6875 \n",
              "z\n",
              "\" id=\"DejaVuSans-103\"/>\n",
              "      <path id=\"DejaVuSans-32\"/>\n",
              "      <path d=\"M 8.5 21.578125 \n",
              "L 8.5 54.6875 \n",
              "L 17.484375 54.6875 \n",
              "L 17.484375 21.921875 \n",
              "Q 17.484375 14.15625 20.5 10.265625 \n",
              "Q 23.53125 6.390625 29.59375 6.390625 \n",
              "Q 36.859375 6.390625 41.078125 11.03125 \n",
              "Q 45.3125 15.671875 45.3125 23.6875 \n",
              "L 45.3125 54.6875 \n",
              "L 54.296875 54.6875 \n",
              "L 54.296875 0 \n",
              "L 45.3125 0 \n",
              "L 45.3125 8.40625 \n",
              "Q 42.046875 3.421875 37.71875 1 \n",
              "Q 33.40625 -1.421875 27.6875 -1.421875 \n",
              "Q 18.265625 -1.421875 13.375 4.4375 \n",
              "Q 8.5 10.296875 8.5 21.578125 \n",
              "z\n",
              "M 31.109375 56 \n",
              "z\n",
              "\" id=\"DejaVuSans-117\"/>\n",
              "      <path d=\"M 32.171875 -5.078125 \n",
              "Q 28.375 -14.84375 24.75 -17.8125 \n",
              "Q 21.140625 -20.796875 15.09375 -20.796875 \n",
              "L 7.90625 -20.796875 \n",
              "L 7.90625 -13.28125 \n",
              "L 13.1875 -13.28125 \n",
              "Q 16.890625 -13.28125 18.9375 -11.515625 \n",
              "Q 21 -9.765625 23.484375 -3.21875 \n",
              "L 25.09375 0.875 \n",
              "L 2.984375 54.6875 \n",
              "L 12.5 54.6875 \n",
              "L 29.59375 11.921875 \n",
              "L 46.6875 54.6875 \n",
              "L 56.203125 54.6875 \n",
              "z\n",
              "\" id=\"DejaVuSans-121\"/>\n",
              "     </defs>\n",
              "     <g transform=\"translate(15.892187 218.045969)rotate(-90)scale(0.1 -0.1)\">\n",
              "      <use xlink:href=\"#DejaVuSans-116\"/>\n",
              "      <use x=\"39.208984\" xlink:href=\"#DejaVuSans-114\"/>\n",
              "      <use x=\"80.322266\" xlink:href=\"#DejaVuSans-97\"/>\n",
              "      <use x=\"141.601562\" xlink:href=\"#DejaVuSans-105\"/>\n",
              "      <use x=\"169.384766\" xlink:href=\"#DejaVuSans-110\"/>\n",
              "      <use x=\"232.763672\" xlink:href=\"#DejaVuSans-105\"/>\n",
              "      <use x=\"260.546875\" xlink:href=\"#DejaVuSans-110\"/>\n",
              "      <use x=\"323.925781\" xlink:href=\"#DejaVuSans-103\"/>\n",
              "      <use x=\"387.402344\" xlink:href=\"#DejaVuSans-32\"/>\n",
              "      <use x=\"419.189453\" xlink:href=\"#DejaVuSans-97\"/>\n",
              "      <use x=\"480.46875\" xlink:href=\"#DejaVuSans-99\"/>\n",
              "      <use x=\"535.449219\" xlink:href=\"#DejaVuSans-99\"/>\n",
              "      <use x=\"590.429688\" xlink:href=\"#DejaVuSans-117\"/>\n",
              "      <use x=\"653.808594\" xlink:href=\"#DejaVuSans-114\"/>\n",
              "      <use x=\"694.921875\" xlink:href=\"#DejaVuSans-97\"/>\n",
              "      <use x=\"756.201172\" xlink:href=\"#DejaVuSans-99\"/>\n",
              "      <use x=\"811.181641\" xlink:href=\"#DejaVuSans-121\"/>\n",
              "     </g>\n",
              "    </g>\n",
              "   </g>\n",
              "   <g id=\"line2d_27\">\n",
              "    <path clip-path=\"url(#p3a007499c4)\" d=\"M 73.832727 210.104471 \n",
              "L 73.970937 243.309176 \n",
              "L 74.247356 181.643294 \n",
              "L 74.385566 195.873882 \n",
              "L 74.523776 176.899765 \n",
              "L 74.661985 219.591529 \n",
              "L 74.800195 214.848 \n",
              "L 75.076614 167.412706 \n",
              "L 75.214824 172.156235 \n",
              "L 75.353034 219.591529 \n",
              "L 75.491243 162.669176 \n",
              "L 75.629453 214.848 \n",
              "L 75.767663 214.848 \n",
              "L 75.905873 195.873882 \n",
              "L 76.044082 205.360941 \n",
              "L 76.182292 205.360941 \n",
              "L 76.320502 219.591529 \n",
              "L 76.458711 252.796235 \n",
              "L 76.596921 186.386824 \n",
              "L 76.735131 191.130353 \n",
              "L 76.87334 157.925647 \n",
              "L 77.01155 243.309176 \n",
              "L 77.702598 134.208 \n",
              "L 77.840808 162.669176 \n",
              "L 77.979018 267.026824 \n",
              "L 78.117227 248.052706 \n",
              "L 78.255437 157.925647 \n",
              "L 78.393647 238.565647 \n",
              "L 78.670066 172.156235 \n",
              "L 78.946486 224.335059 \n",
              "L 79.084695 248.052706 \n",
              "L 79.222905 195.873882 \n",
              "L 79.499324 219.591529 \n",
              "L 79.637534 195.873882 \n",
              "L 79.775744 243.309176 \n",
              "L 79.913953 176.899765 \n",
              "L 80.052163 210.104471 \n",
              "L 80.190373 205.360941 \n",
              "L 80.328582 210.104471 \n",
              "L 80.466792 172.156235 \n",
              "L 80.605002 238.565647 \n",
              "L 80.743211 224.335059 \n",
              "L 80.881421 262.283294 \n",
              "L 81.019631 172.156235 \n",
              "L 81.15784 191.130353 \n",
              "L 81.29605 162.669176 \n",
              "L 81.43426 233.822118 \n",
              "L 81.57247 181.643294 \n",
              "L 81.710679 238.565647 \n",
              "L 81.848889 172.156235 \n",
              "L 81.987099 176.899765 \n",
              "L 82.125308 191.130353 \n",
              "L 82.263518 238.565647 \n",
              "L 82.401728 143.695059 \n",
              "L 82.539937 210.104471 \n",
              "L 82.678147 214.848 \n",
              "L 82.816357 186.386824 \n",
              "L 82.954566 205.360941 \n",
              "L 83.092776 195.873882 \n",
              "L 83.230986 262.283294 \n",
              "L 83.369195 162.669176 \n",
              "L 83.507405 195.873882 \n",
              "L 83.645615 200.617412 \n",
              "L 83.783824 172.156235 \n",
              "L 84.060244 276.513882 \n",
              "L 84.198454 167.412706 \n",
              "L 84.474873 200.617412 \n",
              "L 84.613083 186.386824 \n",
              "L 84.751292 238.565647 \n",
              "L 84.889502 172.156235 \n",
              "L 85.027712 243.309176 \n",
              "L 85.165921 181.643294 \n",
              "L 85.304131 181.643294 \n",
              "L 85.442341 224.335059 \n",
              "L 85.58055 229.078588 \n",
              "L 85.85697 191.130353 \n",
              "L 85.995179 243.309176 \n",
              "L 86.133389 148.438588 \n",
              "L 86.548018 210.104471 \n",
              "L 86.686228 181.643294 \n",
              "L 86.824437 210.104471 \n",
              "L 86.962647 162.669176 \n",
              "L 87.100857 214.848 \n",
              "L 87.239067 200.617412 \n",
              "L 87.377276 167.412706 \n",
              "L 87.515486 205.360941 \n",
              "L 87.791905 214.848 \n",
              "L 87.930115 210.104471 \n",
              "L 88.068325 181.643294 \n",
              "L 88.206534 229.078588 \n",
              "L 88.344744 148.438588 \n",
              "L 88.482954 176.899765 \n",
              "L 88.621163 252.796235 \n",
              "L 88.759373 243.309176 \n",
              "L 88.897583 205.360941 \n",
              "L 89.035792 200.617412 \n",
              "L 89.450421 129.464471 \n",
              "L 89.588631 210.104471 \n",
              "L 89.726841 224.335059 \n",
              "L 89.865051 205.360941 \n",
              "L 90.14147 229.078588 \n",
              "L 90.27968 219.591529 \n",
              "L 90.417889 176.899765 \n",
              "L 90.556099 176.899765 \n",
              "L 90.832518 214.848 \n",
              "L 91.108938 162.669176 \n",
              "L 91.247147 219.591529 \n",
              "L 91.385357 172.156235 \n",
              "L 91.523567 210.104471 \n",
              "L 91.661776 176.899765 \n",
              "L 91.799986 200.617412 \n",
              "L 91.938196 176.899765 \n",
              "L 92.076405 229.078588 \n",
              "L 92.214615 181.643294 \n",
              "L 92.352825 214.848 \n",
              "L 92.767454 172.156235 \n",
              "L 92.905664 229.078588 \n",
              "L 93.043873 157.925647 \n",
              "L 93.182083 153.182118 \n",
              "L 93.320293 153.182118 \n",
              "L 93.458502 214.848 \n",
              "L 93.596712 210.104471 \n",
              "L 93.734922 162.669176 \n",
              "L 94.011341 229.078588 \n",
              "L 94.28776 172.156235 \n",
              "L 94.42597 238.565647 \n",
              "L 94.56418 167.412706 \n",
              "L 94.702389 181.643294 \n",
              "L 94.840599 176.899765 \n",
              "L 95.117018 248.052706 \n",
              "L 95.255228 229.078588 \n",
              "L 95.393438 176.899765 \n",
              "L 95.669857 176.899765 \n",
              "L 95.808067 138.951529 \n",
              "L 95.946277 191.130353 \n",
              "L 96.222696 143.695059 \n",
              "L 96.360906 238.565647 \n",
              "L 96.499115 252.796235 \n",
              "L 96.637325 248.052706 \n",
              "L 96.775535 186.386824 \n",
              "L 96.913744 200.617412 \n",
              "L 97.051954 186.386824 \n",
              "L 97.190164 195.873882 \n",
              "L 97.604793 243.309176 \n",
              "L 97.743002 210.104471 \n",
              "L 97.881212 219.591529 \n",
              "L 98.019422 210.104471 \n",
              "L 98.157631 262.283294 \n",
              "L 98.295841 186.386824 \n",
              "L 98.434051 224.335059 \n",
              "L 98.572261 200.617412 \n",
              "L 98.71047 214.848 \n",
              "L 98.84868 167.412706 \n",
              "L 98.98689 167.412706 \n",
              "L 99.125099 233.822118 \n",
              "L 99.263309 148.438588 \n",
              "L 99.539728 229.078588 \n",
              "L 99.677938 162.669176 \n",
              "L 99.816148 224.335059 \n",
              "L 99.954357 167.412706 \n",
              "L 100.092567 210.104471 \n",
              "L 100.368986 172.156235 \n",
              "L 100.507196 200.617412 \n",
              "L 100.645406 295.488 \n",
              "L 100.783615 224.335059 \n",
              "L 100.921825 238.565647 \n",
              "L 101.060035 224.335059 \n",
              "L 101.198245 181.643294 \n",
              "L 101.336454 262.283294 \n",
              "L 101.474664 191.130353 \n",
              "L 101.612874 191.130353 \n",
              "L 101.751083 243.309176 \n",
              "L 102.027503 138.951529 \n",
              "L 102.165712 181.643294 \n",
              "L 102.303922 186.386824 \n",
              "L 102.442132 229.078588 \n",
              "L 102.580341 224.335059 \n",
              "L 102.856761 148.438588 \n",
              "L 102.99497 248.052706 \n",
              "L 103.27139 162.669176 \n",
              "L 103.409599 191.130353 \n",
              "L 103.686019 157.925647 \n",
              "L 103.824228 195.873882 \n",
              "L 104.100648 176.899765 \n",
              "L 104.238858 176.899765 \n",
              "L 104.377067 200.617412 \n",
              "L 104.515277 191.130353 \n",
              "L 104.653487 124.720941 \n",
              "L 104.791696 257.539765 \n",
              "L 104.929906 214.848 \n",
              "L 105.068116 257.539765 \n",
              "L 105.206325 229.078588 \n",
              "L 105.482745 219.591529 \n",
              "L 105.620954 186.386824 \n",
              "L 105.759164 181.643294 \n",
              "L 105.897374 205.360941 \n",
              "L 106.035583 200.617412 \n",
              "L 106.450212 119.977412 \n",
              "L 106.588422 172.156235 \n",
              "L 106.726632 176.899765 \n",
              "L 106.864842 138.951529 \n",
              "L 107.003051 186.386824 \n",
              "L 107.141261 134.208 \n",
              "L 107.279471 176.899765 \n",
              "L 107.41768 167.412706 \n",
              "L 107.55589 205.360941 \n",
              "L 107.6941 138.951529 \n",
              "L 107.832309 214.848 \n",
              "L 107.970519 138.951529 \n",
              "L 108.108729 153.182118 \n",
              "L 108.246938 153.182118 \n",
              "L 108.385148 191.130353 \n",
              "L 108.661567 153.182118 \n",
              "L 108.799777 257.539765 \n",
              "L 108.937987 219.591529 \n",
              "L 109.076196 138.951529 \n",
              "L 109.214406 181.643294 \n",
              "L 109.352616 172.156235 \n",
              "L 109.629035 105.746824 \n",
              "L 109.767245 186.386824 \n",
              "L 109.905455 143.695059 \n",
              "L 110.043664 176.899765 \n",
              "L 110.181874 138.951529 \n",
              "L 110.458293 229.078588 \n",
              "L 110.596503 157.925647 \n",
              "L 110.734713 157.925647 \n",
              "L 111.011132 214.848 \n",
              "L 111.287551 157.925647 \n",
              "L 111.425761 162.669176 \n",
              "L 111.70218 238.565647 \n",
              "L 111.84039 148.438588 \n",
              "L 111.9786 186.386824 \n",
              "L 112.116809 124.720941 \n",
              "L 112.393229 210.104471 \n",
              "L 112.531439 167.412706 \n",
              "L 112.807858 200.617412 \n",
              "L 112.946068 167.412706 \n",
              "L 113.222487 214.848 \n",
              "L 113.360697 181.643294 \n",
              "L 113.637116 205.360941 \n",
              "L 113.913535 167.412706 \n",
              "L 114.051745 224.335059 \n",
              "L 114.604584 143.695059 \n",
              "L 114.742793 195.873882 \n",
              "L 114.881003 157.925647 \n",
              "L 115.019213 186.386824 \n",
              "L 115.157423 162.669176 \n",
              "L 115.295632 172.156235 \n",
              "L 115.433842 167.412706 \n",
              "L 115.572052 153.182118 \n",
              "L 115.710261 176.899765 \n",
              "L 115.848471 162.669176 \n",
              "L 116.12489 162.669176 \n",
              "L 116.2631 172.156235 \n",
              "L 116.40131 104.165671 \n",
              "L 116.539519 134.208 \n",
              "L 116.677729 191.130353 \n",
              "L 116.815939 181.643294 \n",
              "L 116.954148 191.130353 \n",
              "L 117.092358 191.130353 \n",
              "L 117.230568 195.873882 \n",
              "L 117.368777 148.438588 \n",
              "L 117.645197 243.309176 \n",
              "L 117.783406 148.438588 \n",
              "L 117.921616 191.130353 \n",
              "L 118.059826 148.438588 \n",
              "L 118.198036 143.695059 \n",
              "L 118.474455 186.386824 \n",
              "L 118.612665 191.130353 \n",
              "L 118.889084 157.925647 \n",
              "L 119.027294 210.104471 \n",
              "L 119.165503 205.360941 \n",
              "L 119.303713 119.977412 \n",
              "L 119.441923 148.438588 \n",
              "L 119.580132 214.848 \n",
              "L 119.718342 134.208 \n",
              "L 120.271181 200.617412 \n",
              "L 120.5476 157.925647 \n",
              "L 120.82402 181.643294 \n",
              "L 121.100439 134.208 \n",
              "L 121.376858 252.796235 \n",
              "L 121.515068 143.695059 \n",
              "L 121.653278 200.617412 \n",
              "L 121.791487 172.156235 \n",
              "L 122.067907 195.873882 \n",
              "L 122.206116 138.951529 \n",
              "L 122.344326 181.643294 \n",
              "L 122.482536 143.695059 \n",
              "L 122.620745 148.438588 \n",
              "L 122.758955 162.669176 \n",
              "L 122.897165 129.464471 \n",
              "L 123.035374 129.464471 \n",
              "L 123.173584 167.412706 \n",
              "L 123.311794 148.438588 \n",
              "L 123.450003 195.873882 \n",
              "L 123.588213 195.873882 \n",
              "L 123.726423 172.156235 \n",
              "L 123.864633 172.156235 \n",
              "L 124.002842 167.412706 \n",
              "L 124.141052 148.438588 \n",
              "L 124.279262 181.643294 \n",
              "L 124.417471 181.643294 \n",
              "L 124.555681 157.925647 \n",
              "L 124.693891 157.925647 \n",
              "L 124.8321 143.695059 \n",
              "L 124.97031 101.003294 \n",
              "L 125.10852 129.464471 \n",
              "L 125.246729 124.720941 \n",
              "L 125.384939 186.386824 \n",
              "L 125.523149 195.873882 \n",
              "L 125.661358 143.695059 \n",
              "L 125.937778 153.182118 \n",
              "L 126.214197 219.591529 \n",
              "L 126.352407 129.464471 \n",
              "L 126.490617 148.438588 \n",
              "L 126.767036 148.438588 \n",
              "L 126.905246 162.669176 \n",
              "L 127.043455 143.695059 \n",
              "L 127.181665 195.873882 \n",
              "L 127.319875 186.386824 \n",
              "L 127.458084 191.130353 \n",
              "L 127.596294 124.720941 \n",
              "L 127.734504 119.977412 \n",
              "L 127.872713 205.360941 \n",
              "L 128.010923 162.669176 \n",
              "L 128.149133 186.386824 \n",
              "L 128.287342 124.720941 \n",
              "L 128.425552 157.925647 \n",
              "L 128.563762 153.182118 \n",
              "L 128.701971 172.156235 \n",
              "L 128.840181 153.182118 \n",
              "L 128.978391 224.335059 \n",
              "L 129.25481 153.182118 \n",
              "L 129.39302 186.386824 \n",
              "L 129.53123 157.925647 \n",
              "L 129.945859 143.695059 \n",
              "L 130.084068 176.899765 \n",
              "L 130.222278 238.565647 \n",
              "L 130.360488 153.182118 \n",
              "L 130.636907 214.848 \n",
              "L 130.775117 200.617412 \n",
              "L 130.913326 162.669176 \n",
              "L 131.189746 210.104471 \n",
              "L 131.327955 162.669176 \n",
              "L 131.466165 176.899765 \n",
              "L 131.604375 119.977412 \n",
              "L 131.880794 162.669176 \n",
              "L 132.019004 148.438588 \n",
              "L 132.157214 115.233882 \n",
              "L 132.433633 191.130353 \n",
              "L 132.571843 186.386824 \n",
              "L 132.710052 191.130353 \n",
              "L 132.848262 172.156235 \n",
              "L 132.986472 214.848 \n",
              "L 133.124681 153.182118 \n",
              "L 133.262891 176.899765 \n",
              "L 133.401101 167.412706 \n",
              "L 133.53931 210.104471 \n",
              "L 133.81573 191.130353 \n",
              "L 133.953939 148.438588 \n",
              "L 134.092149 162.669176 \n",
              "L 134.230359 143.695059 \n",
              "L 134.368568 162.669176 \n",
              "L 134.506778 162.669176 \n",
              "L 134.644988 153.182118 \n",
              "L 134.783197 181.643294 \n",
              "L 134.921407 167.412706 \n",
              "L 135.059617 167.412706 \n",
              "L 135.197827 110.490353 \n",
              "L 135.612456 195.873882 \n",
              "L 135.750665 148.438588 \n",
              "L 136.027085 191.130353 \n",
              "L 136.303504 157.925647 \n",
              "L 136.441714 162.669176 \n",
              "L 136.579923 186.386824 \n",
              "L 136.718133 148.438588 \n",
              "L 136.856343 157.925647 \n",
              "L 136.994552 119.977412 \n",
              "L 137.132762 176.899765 \n",
              "L 137.547391 129.464471 \n",
              "L 137.685601 214.848 \n",
              "L 137.823811 153.182118 \n",
              "L 138.10023 210.104471 \n",
              "L 138.23844 176.899765 \n",
              "L 138.376649 205.360941 \n",
              "L 138.514859 143.695059 \n",
              "L 138.653069 210.104471 \n",
              "L 138.929488 157.925647 \n",
              "L 139.067698 153.182118 \n",
              "L 139.205907 110.490353 \n",
              "L 139.344117 195.873882 \n",
              "L 139.482327 186.386824 \n",
              "L 139.620536 224.335059 \n",
              "L 139.758746 138.951529 \n",
              "L 139.896956 134.208 \n",
              "L 140.035165 167.412706 \n",
              "L 140.173375 148.438588 \n",
              "L 140.311585 105.746824 \n",
              "L 140.588004 167.412706 \n",
              "L 140.726214 153.182118 \n",
              "L 140.864424 191.130353 \n",
              "L 141.002633 167.412706 \n",
              "L 141.140843 200.617412 \n",
              "L 141.279053 153.182118 \n",
              "L 141.417262 162.669176 \n",
              "L 141.555472 162.669176 \n",
              "L 141.693682 172.156235 \n",
              "L 141.831891 191.130353 \n",
              "L 142.24652 167.412706 \n",
              "L 142.38473 176.899765 \n",
              "L 142.661149 124.720941 \n",
              "L 142.799359 138.951529 \n",
              "L 142.937569 205.360941 \n",
              "L 143.075778 138.951529 \n",
              "L 143.352198 176.899765 \n",
              "L 143.628617 134.208 \n",
              "L 143.766827 238.565647 \n",
              "L 144.043246 148.438588 \n",
              "L 144.181456 162.669176 \n",
              "L 144.319666 124.720941 \n",
              "L 144.457875 167.412706 \n",
              "L 144.596085 148.438588 \n",
              "L 144.734295 157.925647 \n",
              "L 144.872504 148.438588 \n",
              "L 145.010714 157.925647 \n",
              "L 145.148924 115.233882 \n",
              "L 145.287133 148.438588 \n",
              "L 145.425343 143.695059 \n",
              "L 145.563553 172.156235 \n",
              "L 145.839972 138.951529 \n",
              "L 145.978182 143.695059 \n",
              "L 146.116392 167.412706 \n",
              "L 146.392811 124.720941 \n",
              "L 146.531021 148.438588 \n",
              "L 146.66923 124.720941 \n",
              "L 146.94565 176.899765 \n",
              "L 147.083859 124.720941 \n",
              "L 147.222069 167.412706 \n",
              "L 147.498488 115.233882 \n",
              "L 147.636698 148.438588 \n",
              "L 147.774908 115.233882 \n",
              "L 147.913117 110.490353 \n",
              "L 148.189537 167.412706 \n",
              "L 148.327746 162.669176 \n",
              "L 148.465956 191.130353 \n",
              "L 148.604166 129.464471 \n",
              "L 148.880585 172.156235 \n",
              "L 149.018795 138.951529 \n",
              "L 149.157005 153.182118 \n",
              "L 149.295214 134.208 \n",
              "L 149.433424 191.130353 \n",
              "L 149.571634 148.438588 \n",
              "L 149.709843 200.617412 \n",
              "L 149.848053 195.873882 \n",
              "L 150.262682 119.977412 \n",
              "L 150.400892 205.360941 \n",
              "L 150.539101 153.182118 \n",
              "L 150.677311 153.182118 \n",
              "L 150.815521 167.412706 \n",
              "L 151.09194 101.003294 \n",
              "L 151.23015 138.951529 \n",
              "L 151.368359 143.695059 \n",
              "L 151.506569 153.182118 \n",
              "L 151.644779 172.156235 \n",
              "L 151.782989 210.104471 \n",
              "L 151.921198 143.695059 \n",
              "L 152.059408 162.669176 \n",
              "L 152.197618 162.669176 \n",
              "L 152.335827 138.951529 \n",
              "L 152.612247 167.412706 \n",
              "L 152.750456 172.156235 \n",
              "L 152.888666 148.438588 \n",
              "L 153.026876 86.772706 \n",
              "L 153.165085 157.925647 \n",
              "L 153.303295 167.412706 \n",
              "L 153.441505 191.130353 \n",
              "L 153.579714 153.182118 \n",
              "L 153.717924 181.643294 \n",
              "L 153.994343 124.720941 \n",
              "L 154.132553 138.951529 \n",
              "L 154.547182 124.720941 \n",
              "L 154.685392 186.386824 \n",
              "L 154.961811 129.464471 \n",
              "L 155.100021 167.412706 \n",
              "L 155.238231 172.156235 \n",
              "L 155.37644 195.873882 \n",
              "L 155.65286 153.182118 \n",
              "L 155.791069 176.899765 \n",
              "L 155.929279 119.977412 \n",
              "L 156.067489 167.412706 \n",
              "L 156.205698 53.568 \n",
              "L 156.343908 195.873882 \n",
              "L 156.482118 167.412706 \n",
              "L 156.620327 219.591529 \n",
              "L 156.758537 105.746824 \n",
              "L 157.034956 214.848 \n",
              "L 157.173166 143.695059 \n",
              "L 157.311376 162.669176 \n",
              "L 157.449586 162.669176 \n",
              "L 157.587795 205.360941 \n",
              "L 157.726005 119.977412 \n",
              "L 158.002424 200.617412 \n",
              "L 158.140634 191.130353 \n",
              "L 158.417053 105.746824 \n",
              "L 158.555263 148.438588 \n",
              "L 158.693473 129.464471 \n",
              "L 158.969892 148.438588 \n",
              "L 159.108102 195.873882 \n",
              "L 159.384521 101.003294 \n",
              "L 159.522731 124.720941 \n",
              "L 159.66094 191.130353 \n",
              "L 159.79915 134.208 \n",
              "L 159.93736 148.438588 \n",
              "L 160.075569 129.464471 \n",
              "L 160.213779 191.130353 \n",
              "L 160.351989 153.182118 \n",
              "L 160.628408 191.130353 \n",
              "L 160.766618 172.156235 \n",
              "L 160.904828 96.259765 \n",
              "L 161.043037 148.438588 \n",
              "L 161.181247 119.977412 \n",
              "L 161.319457 176.899765 \n",
              "L 161.457666 148.438588 \n",
              "L 161.595876 181.643294 \n",
              "L 161.734086 172.156235 \n",
              "L 162.010505 143.695059 \n",
              "L 162.148715 205.360941 \n",
              "L 162.286924 148.438588 \n",
              "L 162.425134 138.951529 \n",
              "L 162.563344 162.669176 \n",
              "L 162.701553 143.695059 \n",
              "L 162.839763 167.412706 \n",
              "L 162.977973 224.335059 \n",
              "L 163.116183 162.669176 \n",
              "L 163.254392 167.412706 \n",
              "L 163.392602 124.720941 \n",
              "L 163.530812 167.412706 \n",
              "L 163.669021 162.669176 \n",
              "L 163.807231 115.233882 \n",
              "L 163.945441 153.182118 \n",
              "L 164.08365 143.695059 \n",
              "L 164.36007 181.643294 \n",
              "L 164.498279 162.669176 \n",
              "L 164.636489 115.233882 \n",
              "L 164.774699 167.412706 \n",
              "L 164.912908 115.233882 \n",
              "L 165.051118 148.438588 \n",
              "L 165.189328 138.951529 \n",
              "L 165.327537 219.591529 \n",
              "L 165.465747 124.720941 \n",
              "L 165.603957 153.182118 \n",
              "L 165.742166 205.360941 \n",
              "L 165.880376 110.490353 \n",
              "L 166.018586 181.643294 \n",
              "L 166.156796 143.695059 \n",
              "L 166.295005 176.899765 \n",
              "L 166.433215 172.156235 \n",
              "L 166.571425 157.925647 \n",
              "L 166.709634 124.720941 \n",
              "L 166.847844 138.951529 \n",
              "L 167.124263 191.130353 \n",
              "L 167.262473 105.746824 \n",
              "L 167.400683 186.386824 \n",
              "L 167.677102 138.951529 \n",
              "L 167.815312 119.977412 \n",
              "L 167.953521 172.156235 \n",
              "L 168.091731 181.643294 \n",
              "L 168.229941 238.565647 \n",
              "L 168.36815 124.720941 \n",
              "L 168.50636 148.438588 \n",
              "L 168.64457 148.438588 \n",
              "L 168.78278 186.386824 \n",
              "L 168.920989 138.951529 \n",
              "L 169.059199 214.848 \n",
              "L 169.197409 153.182118 \n",
              "L 169.335618 167.412706 \n",
              "L 169.473828 138.951529 \n",
              "L 169.612038 172.156235 \n",
              "L 169.750247 167.412706 \n",
              "L 169.888457 153.182118 \n",
              "L 170.026667 186.386824 \n",
              "L 170.164876 134.208 \n",
              "L 170.303086 181.643294 \n",
              "L 170.441296 110.490353 \n",
              "L 170.579505 124.720941 \n",
              "L 170.717715 172.156235 \n",
              "L 170.994134 148.438588 \n",
              "L 171.270554 191.130353 \n",
              "L 171.546973 138.951529 \n",
              "L 171.685183 129.464471 \n",
              "L 171.823393 129.464471 \n",
              "L 171.961602 138.951529 \n",
              "L 172.099812 172.156235 \n",
              "L 172.238022 172.156235 \n",
              "L 172.376231 200.617412 \n",
              "L 172.514441 186.386824 \n",
              "L 172.652651 119.977412 \n",
              "L 172.79086 124.720941 \n",
              "L 173.06728 176.899765 \n",
              "L 173.620118 105.746824 \n",
              "L 173.758328 115.233882 \n",
              "L 173.896538 115.233882 \n",
              "L 174.034747 148.438588 \n",
              "L 174.172957 124.720941 \n",
              "L 174.311167 134.208 \n",
              "L 174.449377 66.217436 \n",
              "L 174.587586 172.156235 \n",
              "L 174.725796 172.156235 \n",
              "L 174.864006 162.669176 \n",
              "L 175.140425 134.208 \n",
              "L 175.278635 138.951529 \n",
              "L 175.416844 115.233882 \n",
              "L 175.555054 200.617412 \n",
              "L 175.693264 119.977412 \n",
              "L 176.107893 191.130353 \n",
              "L 176.246102 119.977412 \n",
              "L 176.384312 181.643294 \n",
              "L 176.522522 86.772706 \n",
              "L 176.798941 205.360941 \n",
              "L 176.937151 143.695059 \n",
              "L 177.075361 143.695059 \n",
              "L 177.21357 167.412706 \n",
              "L 177.35178 115.233882 \n",
              "L 177.48999 138.951529 \n",
              "L 177.628199 138.951529 \n",
              "L 177.766409 205.360941 \n",
              "L 177.904619 105.746824 \n",
              "L 178.042828 167.412706 \n",
              "L 178.181038 162.669176 \n",
              "L 178.319248 124.720941 \n",
              "L 178.457457 148.438588 \n",
              "L 178.595667 105.746824 \n",
              "L 178.733877 181.643294 \n",
              "L 178.872086 124.720941 \n",
              "L 179.010296 181.643294 \n",
              "L 179.148506 153.182118 \n",
              "L 179.286715 176.899765 \n",
              "L 179.424925 110.490353 \n",
              "L 179.563135 134.208 \n",
              "L 179.701344 134.208 \n",
              "L 179.839554 148.438588 \n",
              "L 179.977764 134.208 \n",
              "L 180.115974 167.412706 \n",
              "L 180.392393 124.720941 \n",
              "L 180.530603 138.951529 \n",
              "L 180.668812 119.977412 \n",
              "L 180.807022 157.925647 \n",
              "L 180.945232 143.695059 \n",
              "L 181.083441 91.516235 \n",
              "L 181.221651 176.899765 \n",
              "L 181.359861 129.464471 \n",
              "L 181.49807 167.412706 \n",
              "L 181.77449 138.951529 \n",
              "L 181.912699 143.695059 \n",
              "L 182.050909 96.259765 \n",
              "L 182.189119 176.899765 \n",
              "L 182.465538 134.208 \n",
              "L 182.603748 143.695059 \n",
              "L 182.741958 181.643294 \n",
              "L 182.880167 129.464471 \n",
              "L 183.018377 176.899765 \n",
              "L 183.156587 119.977412 \n",
              "L 183.294796 110.490353 \n",
              "L 183.433006 91.516235 \n",
              "L 183.847635 172.156235 \n",
              "L 183.985845 86.772706 \n",
              "L 184.124054 195.873882 \n",
              "L 184.262264 105.746824 \n",
              "L 184.400474 143.695059 \n",
              "L 184.538683 138.951529 \n",
              "L 184.676893 143.695059 \n",
              "L 184.815103 181.643294 \n",
              "L 184.953312 176.899765 \n",
              "L 185.091522 243.309176 \n",
              "L 185.229732 134.208 \n",
              "L 185.367941 143.695059 \n",
              "L 185.644361 186.386824 \n",
              "L 185.782571 124.720941 \n",
              "L 185.92078 143.695059 \n",
              "L 186.05899 143.695059 \n",
              "L 186.335409 134.208 \n",
              "L 186.473619 105.746824 \n",
              "L 186.611829 200.617412 \n",
              "L 186.750038 162.669176 \n",
              "L 186.888248 162.669176 \n",
              "L 187.164667 138.951529 \n",
              "L 187.302877 224.335059 \n",
              "L 187.441087 162.669176 \n",
              "L 187.579296 167.412706 \n",
              "L 187.717506 119.977412 \n",
              "L 187.855716 176.899765 \n",
              "L 187.993925 138.951529 \n",
              "L 188.270345 181.643294 \n",
              "L 188.408555 143.695059 \n",
              "L 188.546764 167.412706 \n",
              "L 188.684974 167.412706 \n",
              "L 188.961393 124.720941 \n",
              "L 189.099603 181.643294 \n",
              "L 189.237813 115.233882 \n",
              "L 189.376022 181.643294 \n",
              "L 189.514232 191.130353 \n",
              "L 189.790651 105.746824 \n",
              "L 189.928861 153.182118 \n",
              "L 190.067071 138.951529 \n",
              "L 190.34349 176.899765 \n",
              "L 190.619909 143.695059 \n",
              "L 190.758119 167.412706 \n",
              "L 191.034538 134.208 \n",
              "L 191.172748 157.925647 \n",
              "L 191.310958 119.977412 \n",
              "L 191.449168 153.182118 \n",
              "L 191.587377 129.464471 \n",
              "L 191.725587 138.951529 \n",
              "L 191.863797 138.951529 \n",
              "L 192.002006 205.360941 \n",
              "L 192.140216 143.695059 \n",
              "L 192.278426 181.643294 \n",
              "L 192.416635 138.951529 \n",
              "L 192.554845 176.899765 \n",
              "L 192.831264 110.490353 \n",
              "L 192.969474 148.438588 \n",
              "L 193.107684 134.208 \n",
              "L 193.245893 143.695059 \n",
              "L 193.384103 110.490353 \n",
              "L 193.522313 153.182118 \n",
              "L 193.660522 148.438588 \n",
              "L 193.936942 181.643294 \n",
              "L 194.075152 162.669176 \n",
              "L 194.213361 205.360941 \n",
              "L 194.489781 134.208 \n",
              "L 194.62799 186.386824 \n",
              "L 194.7662 195.873882 \n",
              "L 194.90441 148.438588 \n",
              "L 195.042619 176.899765 \n",
              "L 195.180829 176.899765 \n",
              "L 195.457248 110.490353 \n",
              "L 195.595458 162.669176 \n",
              "L 195.733668 148.438588 \n",
              "L 195.871877 162.669176 \n",
              "L 196.010087 124.720941 \n",
              "L 196.148297 172.156235 \n",
              "L 196.286506 176.899765 \n",
              "L 196.424716 153.182118 \n",
              "L 196.562926 157.925647 \n",
              "L 196.701135 124.720941 \n",
              "L 196.839345 186.386824 \n",
              "L 196.977555 153.182118 \n",
              "L 197.115765 162.669176 \n",
              "L 197.253974 195.873882 \n",
              "L 197.392184 96.259765 \n",
              "L 197.668603 167.412706 \n",
              "L 197.806813 138.951529 \n",
              "L 197.945023 186.386824 \n",
              "L 198.083232 91.516235 \n",
              "L 198.221442 134.208 \n",
              "L 198.359652 124.720941 \n",
              "L 198.497861 105.746824 \n",
              "L 198.636071 119.977412 \n",
              "L 198.91249 157.925647 \n",
              "L 199.0507 176.899765 \n",
              "L 199.465329 124.720941 \n",
              "L 199.603539 138.951529 \n",
              "L 199.741749 124.720941 \n",
              "L 200.018168 186.386824 \n",
              "L 200.294587 124.720941 \n",
              "L 200.709216 167.412706 \n",
              "L 200.847426 110.490353 \n",
              "L 201.123845 167.412706 \n",
              "L 201.400265 124.720941 \n",
              "L 201.538474 172.156235 \n",
              "L 201.676684 148.438588 \n",
              "L 201.814894 96.259765 \n",
              "L 201.953103 148.438588 \n",
              "L 202.091313 157.925647 \n",
              "L 202.229523 124.720941 \n",
              "L 202.367732 162.669176 \n",
              "L 202.505942 153.182118 \n",
              "L 202.644152 105.746824 \n",
              "L 202.782362 157.925647 \n",
              "L 202.920571 124.720941 \n",
              "L 203.058781 134.208 \n",
              "L 203.196991 191.130353 \n",
              "L 203.47341 115.233882 \n",
              "L 203.61162 124.720941 \n",
              "L 203.749829 110.490353 \n",
              "L 203.888039 148.438588 \n",
              "L 204.164458 105.746824 \n",
              "L 204.302668 143.695059 \n",
              "L 204.440878 148.438588 \n",
              "L 204.717297 105.746824 \n",
              "L 204.993716 153.182118 \n",
              "L 205.270136 181.643294 \n",
              "L 205.684765 124.720941 \n",
              "L 205.822975 143.695059 \n",
              "L 205.961184 129.464471 \n",
              "L 206.099394 157.925647 \n",
              "L 206.375813 157.925647 \n",
              "L 206.514023 119.977412 \n",
              "L 206.652233 229.078588 \n",
              "L 206.928652 101.003294 \n",
              "L 207.205071 138.951529 \n",
              "L 207.343281 115.233882 \n",
              "L 207.481491 119.977412 \n",
              "L 207.75791 119.977412 \n",
              "L 208.03433 143.695059 \n",
              "L 208.172539 115.233882 \n",
              "L 208.310749 138.951529 \n",
              "L 208.448959 115.233882 \n",
              "L 208.587168 148.438588 \n",
              "L 208.863588 119.977412 \n",
              "L 209.001797 124.720941 \n",
              "L 209.140007 176.899765 \n",
              "L 209.278217 143.695059 \n",
              "L 209.416426 143.695059 \n",
              "L 209.554636 148.438588 \n",
              "L 209.692846 143.695059 \n",
              "L 209.831055 86.772706 \n",
              "L 209.969265 153.182118 \n",
              "L 210.107475 143.695059 \n",
              "L 210.245684 143.695059 \n",
              "L 210.383894 172.156235 \n",
              "L 210.798523 105.746824 \n",
              "L 210.936733 115.233882 \n",
              "L 211.074943 153.182118 \n",
              "L 211.213152 153.182118 \n",
              "L 211.627781 105.746824 \n",
              "L 211.765991 176.899765 \n",
              "L 212.04241 119.977412 \n",
              "L 212.31883 143.695059 \n",
              "L 212.457039 105.746824 \n",
              "L 212.733459 148.438588 \n",
              "L 212.871668 148.438588 \n",
              "L 213.009878 181.643294 \n",
              "L 213.286297 78.866799 \n",
              "L 213.424507 167.412706 \n",
              "L 213.562717 172.156235 \n",
              "L 213.700927 138.951529 \n",
              "L 213.839136 172.156235 \n",
              "L 213.977346 110.490353 \n",
              "L 214.115556 162.669176 \n",
              "L 214.253765 101.003294 \n",
              "L 214.530185 153.182118 \n",
              "L 214.668394 148.438588 \n",
              "L 215.083023 110.490353 \n",
              "L 215.359443 191.130353 \n",
              "L 215.635862 138.951529 \n",
              "L 215.774072 191.130353 \n",
              "L 215.912281 143.695059 \n",
              "L 216.050491 143.695059 \n",
              "L 216.188701 101.003294 \n",
              "L 216.32691 134.208 \n",
              "L 216.46512 115.233882 \n",
              "L 216.60333 119.977412 \n",
              "L 216.74154 148.438588 \n",
              "L 216.879749 138.951529 \n",
              "L 217.156169 210.104471 \n",
              "L 217.294378 105.746824 \n",
              "L 217.432588 101.003294 \n",
              "L 217.570798 110.490353 \n",
              "L 217.709007 96.259765 \n",
              "L 217.847217 186.386824 \n",
              "L 217.985427 176.899765 \n",
              "L 218.123636 176.899765 \n",
              "L 218.261846 153.182118 \n",
              "L 218.400056 167.412706 \n",
              "L 218.538265 143.695059 \n",
              "L 218.676475 162.669176 \n",
              "L 218.814685 138.951529 \n",
              "L 219.091104 77.285647 \n",
              "L 219.229314 124.720941 \n",
              "L 219.367524 115.233882 \n",
              "L 219.505733 157.925647 \n",
              "L 219.643943 134.208 \n",
              "L 219.782153 157.925647 \n",
              "L 219.920362 91.516235 \n",
              "L 220.058572 105.746824 \n",
              "L 220.334991 176.899765 \n",
              "L 220.611411 119.977412 \n",
              "L 220.74962 115.233882 \n",
              "L 220.88783 119.977412 \n",
              "L 221.02604 157.925647 \n",
              "L 221.164249 134.208 \n",
              "L 221.302459 176.899765 \n",
              "L 221.440669 115.233882 \n",
              "L 221.578878 143.695059 \n",
              "L 221.717088 205.360941 \n",
              "L 221.855298 186.386824 \n",
              "L 222.131717 119.977412 \n",
              "L 222.269927 167.412706 \n",
              "L 222.546346 82.029176 \n",
              "L 222.822766 167.412706 \n",
              "L 223.099185 115.233882 \n",
              "L 223.237395 129.464471 \n",
              "L 223.375604 129.464471 \n",
              "L 223.513814 153.182118 \n",
              "L 223.652024 105.746824 \n",
              "L 223.790233 176.899765 \n",
              "L 223.928443 96.259765 \n",
              "L 224.066653 176.899765 \n",
              "L 224.343072 129.464471 \n",
              "L 224.481282 157.925647 \n",
              "L 224.619491 124.720941 \n",
              "L 224.757701 124.720941 \n",
              "L 224.895911 167.412706 \n",
              "L 225.17233 138.951529 \n",
              "L 225.31054 153.182118 \n",
              "L 225.586959 86.772706 \n",
              "L 225.725169 148.438588 \n",
              "L 226.001588 124.720941 \n",
              "L 226.139798 119.977412 \n",
              "L 226.278008 105.746824 \n",
              "L 226.554427 167.412706 \n",
              "L 226.692637 143.695059 \n",
              "L 226.969056 162.669176 \n",
              "L 227.107266 167.412706 \n",
              "L 227.245475 148.438588 \n",
              "L 227.383685 148.438588 \n",
              "L 227.521895 172.156235 \n",
              "L 227.936524 124.720941 \n",
              "L 228.212943 148.438588 \n",
              "L 228.351153 181.643294 \n",
              "L 228.489363 129.464471 \n",
              "L 228.627572 129.464471 \n",
              "L 228.765782 124.720941 \n",
              "L 229.042201 186.386824 \n",
              "L 229.180411 129.464471 \n",
              "L 229.318621 148.438588 \n",
              "L 229.45683 138.951529 \n",
              "L 229.59504 110.490353 \n",
              "L 229.73325 134.208 \n",
              "L 229.871459 96.259765 \n",
              "L 230.009669 101.003294 \n",
              "L 230.147879 167.412706 \n",
              "L 230.286088 153.182118 \n",
              "L 230.424298 191.130353 \n",
              "L 230.700718 124.720941 \n",
              "L 230.838927 124.720941 \n",
              "L 231.115347 176.899765 \n",
              "L 231.253556 214.848 \n",
              "L 231.529976 129.464471 \n",
              "L 231.668185 176.899765 \n",
              "L 231.944605 96.259765 \n",
              "L 232.082814 134.208 \n",
              "L 232.221024 124.720941 \n",
              "L 232.359234 124.720941 \n",
              "L 232.497443 82.029176 \n",
              "L 232.635653 129.464471 \n",
              "L 232.773863 96.259765 \n",
              "L 232.912072 157.925647 \n",
              "L 233.050282 115.233882 \n",
              "L 233.188492 143.695059 \n",
              "L 233.326701 115.233882 \n",
              "L 233.603121 157.925647 \n",
              "L 233.741331 157.925647 \n",
              "L 233.87954 91.516235 \n",
              "L 234.01775 162.669176 \n",
              "L 234.15596 148.438588 \n",
              "L 234.294169 119.977412 \n",
              "L 234.432379 115.233882 \n",
              "L 234.570589 176.899765 \n",
              "L 234.708798 148.438588 \n",
              "L 234.847008 153.182118 \n",
              "L 234.985218 205.360941 \n",
              "L 235.123427 186.386824 \n",
              "L 235.261637 148.438588 \n",
              "L 235.399847 143.695059 \n",
              "L 235.538056 167.412706 \n",
              "L 235.676266 129.464471 \n",
              "L 235.814476 162.669176 \n",
              "L 235.952685 138.951529 \n",
              "L 236.090895 172.156235 \n",
              "L 236.229105 91.516235 \n",
              "L 236.643734 167.412706 \n",
              "L 236.781944 157.925647 \n",
              "L 236.920153 72.542118 \n",
              "L 237.196573 153.182118 \n",
              "L 237.334782 115.233882 \n",
              "L 237.749411 157.925647 \n",
              "L 237.887621 124.720941 \n",
              "L 238.30225 176.899765 \n",
              "L 238.44046 138.951529 \n",
              "L 238.578669 153.182118 \n",
              "L 238.716879 138.951529 \n",
              "L 238.855089 101.003294 \n",
              "L 239.131508 143.695059 \n",
              "L 239.269718 229.078588 \n",
              "L 239.546137 115.233882 \n",
              "L 239.684347 200.617412 \n",
              "L 239.960766 157.925647 \n",
              "L 240.098976 195.873882 \n",
              "L 240.237186 110.490353 \n",
              "L 240.375395 143.695059 \n",
              "L 240.651815 119.977412 \n",
              "L 240.790024 119.977412 \n",
              "L 241.066444 134.208 \n",
              "L 241.204653 129.464471 \n",
              "L 241.342863 134.208 \n",
              "L 241.481073 101.003294 \n",
              "L 241.757492 124.720941 \n",
              "L 242.033912 148.438588 \n",
              "L 242.172121 119.977412 \n",
              "L 242.310331 115.233882 \n",
              "L 242.448541 119.977412 \n",
              "L 242.58675 91.516235 \n",
              "L 242.72496 153.182118 \n",
              "L 242.86317 143.695059 \n",
              "L 243.001379 105.746824 \n",
              "L 243.139589 200.617412 \n",
              "L 243.277799 134.208 \n",
              "L 243.416008 134.208 \n",
              "L 243.554218 157.925647 \n",
              "L 243.692428 134.208 \n",
              "L 243.830637 138.951529 \n",
              "L 243.968847 105.746824 \n",
              "L 244.245266 138.951529 \n",
              "L 244.383476 124.720941 \n",
              "L 244.521686 195.873882 \n",
              "L 244.659896 105.746824 \n",
              "L 244.798105 162.669176 \n",
              "L 244.936315 119.977412 \n",
              "L 245.074525 205.360941 \n",
              "L 245.212734 129.464471 \n",
              "L 245.350944 148.438588 \n",
              "L 245.489154 129.464471 \n",
              "L 245.627363 181.643294 \n",
              "L 245.765573 110.490353 \n",
              "L 245.903783 143.695059 \n",
              "L 246.041992 119.977412 \n",
              "L 246.180202 134.208 \n",
              "L 246.318412 96.259765 \n",
              "L 246.456621 157.925647 \n",
              "L 246.594831 129.464471 \n",
              "L 246.733041 157.925647 \n",
              "L 246.87125 153.182118 \n",
              "L 247.00946 153.182118 \n",
              "L 247.14767 138.951529 \n",
              "L 247.285879 138.951529 \n",
              "L 247.424089 134.208 \n",
              "L 247.562299 172.156235 \n",
              "L 247.700509 78.866799 \n",
              "L 247.838718 96.259765 \n",
              "L 247.976928 129.464471 \n",
              "L 248.115138 110.490353 \n",
              "L 248.253347 115.233882 \n",
              "L 248.391557 110.490353 \n",
              "L 248.529767 134.208 \n",
              "L 248.667976 129.464471 \n",
              "L 248.806186 129.464471 \n",
              "L 248.944396 124.720941 \n",
              "L 249.082605 162.669176 \n",
              "L 249.359025 115.233882 \n",
              "L 249.497234 138.951529 \n",
              "L 249.635444 129.464471 \n",
              "L 249.773654 167.412706 \n",
              "L 249.911863 134.208 \n",
              "L 250.050073 148.438588 \n",
              "L 250.188283 115.233882 \n",
              "L 250.326493 172.156235 \n",
              "L 250.741122 129.464471 \n",
              "L 250.879331 153.182118 \n",
              "L 251.017541 119.977412 \n",
              "L 251.155751 119.977412 \n",
              "L 251.29396 172.156235 \n",
              "L 251.43217 124.720941 \n",
              "L 251.57038 148.438588 \n",
              "L 251.708589 134.208 \n",
              "L 251.846799 162.669176 \n",
              "L 251.985009 157.925647 \n",
              "L 252.123218 119.977412 \n",
              "L 252.261428 138.951529 \n",
              "L 252.399638 86.772706 \n",
              "L 252.537847 138.951529 \n",
              "L 252.676057 96.259765 \n",
              "L 252.814267 143.695059 \n",
              "L 252.952476 96.259765 \n",
              "L 253.090686 143.695059 \n",
              "L 253.228896 124.720941 \n",
              "L 253.367106 138.951529 \n",
              "L 253.505315 181.643294 \n",
              "L 253.643525 115.233882 \n",
              "L 253.781735 153.182118 \n",
              "L 253.919944 96.259765 \n",
              "L 254.058154 167.412706 \n",
              "L 254.196364 129.464471 \n",
              "L 254.334573 181.643294 \n",
              "L 254.472783 172.156235 \n",
              "L 254.610993 124.720941 \n",
              "L 255.025622 138.951529 \n",
              "L 255.163831 101.003294 \n",
              "L 255.302041 157.925647 \n",
              "L 255.440251 153.182118 \n",
              "L 255.57846 138.951529 \n",
              "L 255.71667 138.951529 \n",
              "L 255.85488 191.130353 \n",
              "L 255.99309 101.003294 \n",
              "L 256.131299 138.951529 \n",
              "L 256.269509 96.259765 \n",
              "L 256.545928 119.977412 \n",
              "L 256.684138 124.720941 \n",
              "L 256.822348 96.259765 \n",
              "L 256.960557 91.516235 \n",
              "L 257.098767 138.951529 \n",
              "L 257.236977 129.464471 \n",
              "L 257.375186 143.695059 \n",
              "L 257.513396 129.464471 \n",
              "L 257.789815 167.412706 \n",
              "L 257.928025 96.259765 \n",
              "L 258.204444 148.438588 \n",
              "L 258.480864 115.233882 \n",
              "L 258.757283 129.464471 \n",
              "L 258.895493 181.643294 \n",
              "L 259.033703 129.464471 \n",
              "L 259.171912 162.669176 \n",
              "L 259.310122 134.208 \n",
              "L 259.448332 162.669176 \n",
              "L 259.586541 124.720941 \n",
              "L 259.724751 162.669176 \n",
              "L 260.00117 124.720941 \n",
              "L 260.13938 67.798588 \n",
              "L 260.415799 148.438588 \n",
              "L 260.692219 110.490353 \n",
              "L 260.830428 119.977412 \n",
              "L 260.968638 157.925647 \n",
              "L 261.106848 115.233882 \n",
              "L 261.245057 167.412706 \n",
              "L 261.383267 162.669176 \n",
              "L 261.521477 110.490353 \n",
              "L 261.659687 110.490353 \n",
              "L 261.797896 82.029176 \n",
              "L 262.074316 167.412706 \n",
              "L 262.212525 91.516235 \n",
              "L 262.350735 105.746824 \n",
              "L 262.488945 148.438588 \n",
              "L 262.627154 124.720941 \n",
              "L 262.765364 124.720941 \n",
              "L 262.903574 115.233882 \n",
              "L 263.041783 124.720941 \n",
              "L 263.179993 96.259765 \n",
              "L 263.318203 143.695059 \n",
              "L 263.456412 110.490353 \n",
              "L 263.594622 129.464471 \n",
              "L 263.871041 86.772706 \n",
              "L 264.009251 148.438588 \n",
              "L 264.28567 129.464471 \n",
              "L 264.42388 138.951529 \n",
              "L 264.56209 181.643294 \n",
              "L 264.7003 138.951529 \n",
              "L 264.976719 186.386824 \n",
              "L 265.114929 86.772706 \n",
              "L 265.253138 119.977412 \n",
              "L 265.391348 119.977412 \n",
              "L 265.529558 176.899765 \n",
              "L 265.667767 105.746824 \n",
              "L 265.944187 129.464471 \n",
              "L 266.220606 157.925647 \n",
              "L 266.497025 134.208 \n",
              "L 266.635235 138.951529 \n",
              "L 266.773445 105.746824 \n",
              "L 267.049864 153.182118 \n",
              "L 267.188074 176.899765 \n",
              "L 267.326284 138.951529 \n",
              "L 267.464493 138.951529 \n",
              "L 267.602703 105.746824 \n",
              "L 267.740913 162.669176 \n",
              "L 267.879122 153.182118 \n",
              "L 268.017332 162.669176 \n",
              "L 268.155542 143.695059 \n",
              "L 268.293751 176.899765 \n",
              "L 268.570171 119.977412 \n",
              "L 268.84659 153.182118 \n",
              "L 268.9848 91.516235 \n",
              "L 269.261219 148.438588 \n",
              "L 269.675848 82.029176 \n",
              "L 269.814058 119.977412 \n",
              "L 269.952268 124.720941 \n",
              "L 270.090477 115.233882 \n",
              "L 270.228687 143.695059 \n",
              "L 270.366897 124.720941 \n",
              "L 270.643316 195.873882 \n",
              "L 270.781526 124.720941 \n",
              "L 270.919735 162.669176 \n",
              "L 271.196155 96.259765 \n",
              "L 271.334364 96.259765 \n",
              "L 271.472574 115.233882 \n",
              "L 271.610784 105.746824 \n",
              "L 271.748993 115.233882 \n",
              "L 271.887203 134.208 \n",
              "L 272.025413 115.233882 \n",
              "L 272.163622 181.643294 \n",
              "L 272.301832 119.977412 \n",
              "L 272.440042 143.695059 \n",
              "L 272.578251 143.695059 \n",
              "L 272.716461 96.259765 \n",
              "L 273.2693 176.899765 \n",
              "L 273.545719 129.464471 \n",
              "L 273.683929 134.208 \n",
              "L 273.822139 186.386824 \n",
              "L 273.960348 110.490353 \n",
              "L 274.098558 96.259765 \n",
              "L 274.236768 138.951529 \n",
              "L 274.374977 129.464471 \n",
              "L 274.513187 101.003294 \n",
              "L 274.651397 172.156235 \n",
              "L 274.789606 124.720941 \n",
              "L 274.927816 143.695059 \n",
              "L 275.066026 119.977412 \n",
              "L 275.342445 157.925647 \n",
              "L 275.480655 86.772706 \n",
              "L 275.895284 148.438588 \n",
              "L 276.171703 96.259765 \n",
              "L 276.586332 153.182118 \n",
              "L 276.724542 110.490353 \n",
              "L 276.862752 124.720941 \n",
              "L 277.000961 157.925647 \n",
              "L 277.139171 119.977412 \n",
              "L 277.41559 138.951529 \n",
              "L 277.5538 176.899765 \n",
              "L 277.69201 148.438588 \n",
              "L 277.830219 91.516235 \n",
              "L 277.968429 101.003294 \n",
              "L 278.106639 205.360941 \n",
              "L 278.244848 129.464471 \n",
              "L 278.383058 148.438588 \n",
              "L 278.659478 82.029176 \n",
              "L 278.797687 115.233882 \n",
              "L 278.935897 181.643294 \n",
              "L 279.212316 110.490353 \n",
              "L 279.488736 186.386824 \n",
              "L 279.626945 86.772706 \n",
              "L 279.765155 134.208 \n",
              "L 279.903365 119.977412 \n",
              "L 280.041574 119.977412 \n",
              "L 280.317994 153.182118 \n",
              "L 280.456203 148.438588 \n",
              "L 280.594413 153.182118 \n",
              "L 280.732623 119.977412 \n",
              "L 280.870832 153.182118 \n",
              "L 281.009042 148.438588 \n",
              "L 281.147252 124.720941 \n",
              "L 281.285462 148.438588 \n",
              "L 281.423671 124.720941 \n",
              "L 281.561881 124.720941 \n",
              "L 281.700091 148.438588 \n",
              "L 281.8383 148.438588 \n",
              "L 281.97651 157.925647 \n",
              "L 282.252929 134.208 \n",
              "L 282.391139 77.285647 \n",
              "L 282.529349 129.464471 \n",
              "L 282.805768 110.490353 \n",
              "L 282.943978 186.386824 \n",
              "L 283.082187 138.951529 \n",
              "L 283.220397 157.925647 \n",
              "L 283.496816 105.746824 \n",
              "L 283.635026 153.182118 \n",
              "L 283.911445 101.003294 \n",
              "L 284.049655 119.977412 \n",
              "L 284.187865 119.977412 \n",
              "L 284.326075 72.542118 \n",
              "L 284.464284 105.746824 \n",
              "L 284.602494 105.746824 \n",
              "L 284.740704 129.464471 \n",
              "L 284.878913 129.464471 \n",
              "L 285.017123 143.695059 \n",
              "L 285.155333 119.977412 \n",
              "L 285.293542 153.182118 \n",
              "L 285.569962 91.516235 \n",
              "L 285.708171 186.386824 \n",
              "L 285.846381 115.233882 \n",
              "L 286.1228 143.695059 \n",
              "L 286.26101 124.720941 \n",
              "L 286.39922 195.873882 \n",
              "L 286.537429 162.669176 \n",
              "L 286.675639 162.669176 \n",
              "L 286.813849 124.720941 \n",
              "L 286.952059 138.951529 \n",
              "L 287.090268 105.746824 \n",
              "L 287.228478 138.951529 \n",
              "L 287.504897 110.490353 \n",
              "L 287.643107 115.233882 \n",
              "L 287.781317 157.925647 \n",
              "L 287.919526 66.217436 \n",
              "L 288.195946 148.438588 \n",
              "L 288.472365 148.438588 \n",
              "L 288.610575 129.464471 \n",
              "L 288.748784 162.669176 \n",
              "L 288.886994 153.182118 \n",
              "L 289.163413 110.490353 \n",
              "L 289.301623 162.669176 \n",
              "L 289.439833 105.746824 \n",
              "L 289.578042 162.669176 \n",
              "L 289.854462 129.464471 \n",
              "L 289.992672 115.233882 \n",
              "L 290.130881 143.695059 \n",
              "L 290.269091 210.104471 \n",
              "L 290.54551 67.798588 \n",
              "L 290.68372 115.233882 \n",
              "L 290.82193 101.003294 \n",
              "L 290.960139 157.925647 \n",
              "L 291.098349 153.182118 \n",
              "L 291.236559 129.464471 \n",
              "L 291.374768 129.464471 \n",
              "L 291.512978 157.925647 \n",
              "L 291.651188 91.516235 \n",
              "L 291.789397 143.695059 \n",
              "L 292.065817 101.003294 \n",
              "L 292.342236 129.464471 \n",
              "L 292.480446 138.951529 \n",
              "L 292.618656 96.259765 \n",
              "L 292.895075 162.669176 \n",
              "L 293.033285 101.003294 \n",
              "L 293.171494 110.490353 \n",
              "L 293.309704 176.899765 \n",
              "L 293.447914 110.490353 \n",
              "L 293.586123 134.208 \n",
              "L 293.724333 105.746824 \n",
              "L 294.000752 153.182118 \n",
              "L 294.138962 134.208 \n",
              "L 294.277172 148.438588 \n",
              "L 294.415381 134.208 \n",
              "L 294.553591 148.438588 \n",
              "L 294.691801 105.746824 \n",
              "L 294.96822 134.208 \n",
              "L 295.10643 91.516235 \n",
              "L 295.244639 86.772706 \n",
              "L 295.382849 143.695059 \n",
              "L 295.521059 82.029176 \n",
              "L 295.659269 134.208 \n",
              "L 295.797478 105.746824 \n",
              "L 295.935688 172.156235 \n",
              "L 296.073898 138.951529 \n",
              "L 296.212107 162.669176 \n",
              "L 296.350317 134.208 \n",
              "L 296.488527 129.464471 \n",
              "L 296.626736 82.029176 \n",
              "L 296.764946 115.233882 \n",
              "L 296.903156 105.746824 \n",
              "L 297.041365 105.746824 \n",
              "L 297.317785 176.899765 \n",
              "L 297.594204 82.029176 \n",
              "L 297.732414 91.516235 \n",
              "L 298.008833 157.925647 \n",
              "L 298.147043 110.490353 \n",
              "L 298.285253 153.182118 \n",
              "L 298.423462 105.746824 \n",
              "L 298.561672 148.438588 \n",
              "L 298.699882 115.233882 \n",
              "L 298.838091 134.208 \n",
              "L 298.976301 124.720941 \n",
              "L 299.114511 138.951529 \n",
              "L 299.25272 134.208 \n",
              "L 299.39093 172.156235 \n",
              "L 299.667349 91.516235 \n",
              "L 299.805559 162.669176 \n",
              "L 299.943769 129.464471 \n",
              "L 300.081978 124.720941 \n",
              "L 300.220188 129.464471 \n",
              "L 300.358398 124.720941 \n",
              "L 300.496607 110.490353 \n",
              "L 300.634817 143.695059 \n",
              "L 300.773027 138.951529 \n",
              "L 300.911237 110.490353 \n",
              "L 301.049446 167.412706 \n",
              "L 301.187656 138.951529 \n",
              "L 301.325866 138.951529 \n",
              "L 301.464075 119.977412 \n",
              "L 301.740495 143.695059 \n",
              "L 301.878704 119.977412 \n",
              "L 302.016914 134.208 \n",
              "L 302.155124 124.720941 \n",
              "L 302.293333 138.951529 \n",
              "L 302.431543 86.772706 \n",
              "L 302.569753 148.438588 \n",
              "L 302.707962 148.438588 \n",
              "L 302.846172 167.412706 \n",
              "L 302.984382 129.464471 \n",
              "L 303.260801 143.695059 \n",
              "L 303.399011 105.746824 \n",
              "L 303.53722 110.490353 \n",
              "L 303.67543 134.208 \n",
              "L 303.81364 96.259765 \n",
              "L 303.95185 96.259765 \n",
              "L 304.090059 101.003294 \n",
              "L 304.228269 96.259765 \n",
              "L 304.504688 157.925647 \n",
              "L 304.642898 110.490353 \n",
              "L 304.781108 129.464471 \n",
              "L 304.919317 119.977412 \n",
              "L 305.057527 138.951529 \n",
              "L 305.333946 110.490353 \n",
              "L 305.610366 134.208 \n",
              "L 305.748575 82.029176 \n",
              "L 306.024995 167.412706 \n",
              "L 306.301414 86.772706 \n",
              "L 306.439624 110.490353 \n",
              "L 306.577834 86.772706 \n",
              "L 306.716043 134.208 \n",
              "L 306.854253 119.977412 \n",
              "L 306.992463 153.182118 \n",
              "L 307.130672 101.003294 \n",
              "L 307.268882 101.003294 \n",
              "L 307.545301 119.977412 \n",
              "L 307.683511 129.464471 \n",
              "L 307.821721 101.003294 \n",
              "L 307.95993 129.464471 \n",
              "L 308.09814 129.464471 \n",
              "L 308.23635 119.977412 \n",
              "L 308.374559 129.464471 \n",
              "L 308.512769 119.977412 \n",
              "L 308.650979 119.977412 \n",
              "L 308.927398 186.386824 \n",
              "L 309.065608 124.720941 \n",
              "L 309.203817 134.208 \n",
              "L 309.342027 134.208 \n",
              "L 309.480237 110.490353 \n",
              "L 309.618447 115.233882 \n",
              "L 309.756656 91.516235 \n",
              "L 310.033076 157.925647 \n",
              "L 310.309495 115.233882 \n",
              "L 310.447705 172.156235 \n",
              "L 310.724124 110.490353 \n",
              "L 310.862334 153.182118 \n",
              "L 311.000543 129.464471 \n",
              "L 311.138753 153.182118 \n",
              "L 311.415172 82.029176 \n",
              "L 311.553382 77.285647 \n",
              "L 311.691592 138.951529 \n",
              "L 311.829801 110.490353 \n",
              "L 311.968011 119.977412 \n",
              "L 312.106221 105.746824 \n",
              "L 312.244431 119.977412 \n",
              "L 312.38264 167.412706 \n",
              "L 312.52085 153.182118 \n",
              "L 312.65906 115.233882 \n",
              "L 312.797269 153.182118 \n",
              "L 312.935479 115.233882 \n",
              "L 313.073689 115.233882 \n",
              "L 313.211898 143.695059 \n",
              "L 313.350108 115.233882 \n",
              "L 313.488318 138.951529 \n",
              "L 313.626527 129.464471 \n",
              "L 313.764737 67.798588 \n",
              "L 313.902947 124.720941 \n",
              "L 314.041156 119.977412 \n",
              "L 314.179366 143.695059 \n",
              "L 314.317576 115.233882 \n",
              "L 314.455785 119.977412 \n",
              "L 314.593995 157.925647 \n",
              "L 314.732205 115.233882 \n",
              "L 314.870414 148.438588 \n",
              "L 315.008624 148.438588 \n",
              "L 315.146834 119.977412 \n",
              "L 315.285044 124.720941 \n",
              "L 315.423253 115.233882 \n",
              "L 315.699673 167.412706 \n",
              "L 315.976092 96.259765 \n",
              "L 316.114302 101.003294 \n",
              "L 316.390721 148.438588 \n",
              "L 316.528931 115.233882 \n",
              "L 316.66714 119.977412 \n",
              "L 316.80535 138.951529 \n",
              "L 316.94356 115.233882 \n",
              "L 317.081769 176.899765 \n",
              "L 317.219979 129.464471 \n",
              "L 317.358189 143.695059 \n",
              "L 317.496398 134.208 \n",
              "L 317.634608 176.899765 \n",
              "L 317.911028 96.259765 \n",
              "L 318.049237 115.233882 \n",
              "L 318.187447 110.490353 \n",
              "L 318.325657 96.259765 \n",
              "L 318.463866 172.156235 \n",
              "L 318.740286 82.029176 \n",
              "L 319.016705 134.208 \n",
              "L 319.154915 138.951529 \n",
              "L 319.293124 129.464471 \n",
              "L 319.431334 53.568 \n",
              "L 319.569544 129.464471 \n",
              "L 319.845963 91.516235 \n",
              "L 319.984173 148.438588 \n",
              "L 320.122382 101.003294 \n",
              "L 320.260592 105.746824 \n",
              "L 320.398802 143.695059 \n",
              "L 320.537011 72.542118 \n",
              "L 320.675221 186.386824 \n",
              "L 320.813431 119.977412 \n",
              "L 320.951641 157.925647 \n",
              "L 321.08985 96.259765 \n",
              "L 321.36627 110.490353 \n",
              "L 321.504479 91.516235 \n",
              "L 321.642689 124.720941 \n",
              "L 321.780899 101.003294 \n",
              "L 322.057318 148.438588 \n",
              "L 322.195528 148.438588 \n",
              "L 322.333737 119.977412 \n",
              "L 322.471947 119.977412 \n",
              "L 322.610157 124.720941 \n",
              "L 322.748366 148.438588 \n",
              "L 323.024786 91.516235 \n",
              "L 323.162995 110.490353 \n",
              "L 323.301205 105.746824 \n",
              "L 323.439415 115.233882 \n",
              "L 323.577625 110.490353 \n",
              "L 323.715834 129.464471 \n",
              "L 323.854044 167.412706 \n",
              "L 323.992254 91.516235 \n",
              "L 324.130463 191.130353 \n",
              "L 324.268673 115.233882 \n",
              "L 324.406883 157.925647 \n",
              "L 324.683302 119.977412 \n",
              "L 324.821512 148.438588 \n",
              "L 324.959721 105.746824 \n",
              "L 325.097931 138.951529 \n",
              "L 325.236141 82.029176 \n",
              "L 325.51256 143.695059 \n",
              "L 325.65077 91.516235 \n",
              "L 325.788979 143.695059 \n",
              "L 325.927189 119.977412 \n",
              "L 326.065399 129.464471 \n",
              "L 326.203608 115.233882 \n",
              "L 326.341818 172.156235 \n",
              "L 326.480028 115.233882 \n",
              "L 326.756447 105.746824 \n",
              "L 327.032867 129.464471 \n",
              "L 327.171076 63.055059 \n",
              "L 327.447496 157.925647 \n",
              "L 327.585705 176.899765 \n",
              "L 327.723915 67.798588 \n",
              "L 327.862125 129.464471 \n",
              "L 328.000334 129.464471 \n",
              "L 328.138544 86.772706 \n",
              "L 328.276754 176.899765 \n",
              "L 328.414963 129.464471 \n",
              "L 328.553173 138.951529 \n",
              "L 328.691383 210.104471 \n",
              "L 328.829592 148.438588 \n",
              "L 328.967802 172.156235 \n",
              "L 329.106012 91.516235 \n",
              "L 329.382431 157.925647 \n",
              "L 329.520641 129.464471 \n",
              "L 329.658851 148.438588 \n",
              "L 329.79706 105.746824 \n",
              "L 329.93527 115.233882 \n",
              "L 330.07348 167.412706 \n",
              "L 330.211689 119.977412 \n",
              "L 330.349899 153.182118 \n",
              "L 330.626318 91.516235 \n",
              "L 330.764528 91.516235 \n",
              "L 331.040947 124.720941 \n",
              "L 331.179157 119.977412 \n",
              "L 331.317367 134.208 \n",
              "L 331.455576 200.617412 \n",
              "L 331.593786 129.464471 \n",
              "L 331.870206 129.464471 \n",
              "L 332.008415 153.182118 \n",
              "L 332.146625 138.951529 \n",
              "L 332.284835 138.951529 \n",
              "L 332.561254 96.259765 \n",
              "L 332.699464 153.182118 \n",
              "L 332.975883 96.259765 \n",
              "L 333.114093 110.490353 \n",
              "L 333.252302 153.182118 \n",
              "L 333.390512 153.182118 \n",
              "L 333.528722 105.746824 \n",
              "L 333.666931 162.669176 \n",
              "L 333.805141 119.977412 \n",
              "L 333.943351 148.438588 \n",
              "L 334.08156 124.720941 \n",
              "L 334.21977 63.055059 \n",
              "L 334.35798 143.695059 \n",
              "L 334.496189 105.746824 \n",
              "L 334.634399 129.464471 \n",
              "L 334.772609 124.720941 \n",
              "L 335.049028 82.029176 \n",
              "L 335.187238 143.695059 \n",
              "L 335.463657 129.464471 \n",
              "L 335.601867 91.516235 \n",
              "L 335.740077 101.003294 \n",
              "L 336.016496 134.208 \n",
              "L 336.292915 110.490353 \n",
              "L 336.431125 186.386824 \n",
              "L 336.707544 105.746824 \n",
              "L 337.122173 191.130353 \n",
              "L 337.260383 77.285647 \n",
              "L 337.398593 148.438588 \n",
              "L 337.536803 157.925647 \n",
              "L 337.675012 143.695059 \n",
              "L 337.813222 153.182118 \n",
              "L 337.951432 148.438588 \n",
              "L 338.089641 138.951529 \n",
              "L 338.227851 105.746824 \n",
              "L 338.366061 129.464471 \n",
              "L 338.50427 191.130353 \n",
              "L 338.78069 67.798588 \n",
              "L 339.057109 138.951529 \n",
              "L 339.333528 129.464471 \n",
              "L 339.471738 129.464471 \n",
              "L 339.609948 134.208 \n",
              "L 339.748157 153.182118 \n",
              "L 339.886367 110.490353 \n",
              "L 340.024577 148.438588 \n",
              "L 340.300996 124.720941 \n",
              "L 340.439206 105.746824 \n",
              "L 340.577416 129.464471 \n",
              "L 340.715625 124.720941 \n",
              "L 340.853835 143.695059 \n",
              "L 340.992045 129.464471 \n",
              "L 341.130254 134.208 \n",
              "L 341.268464 134.208 \n",
              "L 341.406674 157.925647 \n",
              "L 341.544883 148.438588 \n",
              "L 341.683093 115.233882 \n",
              "L 341.959512 157.925647 \n",
              "L 342.097722 143.695059 \n",
              "L 342.235932 110.490353 \n",
              "L 342.374141 129.464471 \n",
              "L 342.512351 67.798588 \n",
              "L 342.78877 162.669176 \n",
              "L 343.06519 115.233882 \n",
              "L 343.2034 134.208 \n",
              "L 343.341609 101.003294 \n",
              "L 343.618029 148.438588 \n",
              "L 343.894448 96.259765 \n",
              "L 344.032658 172.156235 \n",
              "L 344.309077 119.977412 \n",
              "L 344.447287 186.386824 \n",
              "L 344.585496 181.643294 \n",
              "L 344.861916 153.182118 \n",
              "L 345.000125 157.925647 \n",
              "L 345.138335 181.643294 \n",
              "L 345.276545 78.866799 \n",
              "L 345.552964 138.951529 \n",
              "L 345.691174 82.029176 \n",
              "L 345.829383 143.695059 \n",
              "L 345.967593 129.464471 \n",
              "L 346.105803 67.798588 \n",
              "L 346.244013 110.490353 \n",
              "L 346.382222 110.490353 \n",
              "L 346.520432 82.029176 \n",
              "L 346.796851 153.182118 \n",
              "L 346.935061 143.695059 \n",
              "L 347.073271 115.233882 \n",
              "L 347.21148 148.438588 \n",
              "L 347.34969 91.516235 \n",
              "L 347.4879 91.516235 \n",
              "L 347.626109 176.899765 \n",
              "L 347.902529 119.977412 \n",
              "L 348.178948 153.182118 \n",
              "L 348.317158 124.720941 \n",
              "L 348.455367 134.208 \n",
              "L 348.593577 129.464471 \n",
              "L 348.731787 143.695059 \n",
              "L 348.869997 143.695059 \n",
              "L 349.008206 124.720941 \n",
              "L 349.146416 143.695059 \n",
              "L 349.284626 129.464471 \n",
              "L 349.422835 101.003294 \n",
              "L 349.561045 138.951529 \n",
              "L 349.975674 82.029176 \n",
              "L 350.113884 134.208 \n",
              "L 350.252093 101.003294 \n",
              "L 350.390303 153.182118 \n",
              "L 350.666722 101.003294 \n",
              "L 350.804932 101.003294 \n",
              "L 351.081351 153.182118 \n",
              "L 351.219561 167.412706 \n",
              "L 351.357771 119.977412 \n",
              "L 351.49598 138.951529 \n",
              "L 351.7724 91.516235 \n",
              "L 351.91061 96.259765 \n",
              "L 352.187029 153.182118 \n",
              "L 352.325239 96.259765 \n",
              "L 352.463448 129.464471 \n",
              "L 352.601658 124.720941 \n",
              "L 352.739868 115.233882 \n",
              "L 352.878077 143.695059 \n",
              "L 353.016287 129.464471 \n",
              "L 353.154497 101.003294 \n",
              "L 353.569126 153.182118 \n",
              "L 353.707335 110.490353 \n",
              "L 353.983755 143.695059 \n",
              "L 354.121964 105.746824 \n",
              "L 354.260174 162.669176 \n",
              "L 354.398384 172.156235 \n",
              "L 354.813013 67.798588 \n",
              "L 354.951223 124.720941 \n",
              "L 355.089432 91.516235 \n",
              "L 355.227642 105.746824 \n",
              "L 355.365852 157.925647 \n",
              "L 355.642271 115.233882 \n",
              "L 355.780481 138.951529 \n",
              "L 355.91869 110.490353 \n",
              "L 356.0569 124.720941 \n",
              "L 356.19511 67.798588 \n",
              "L 356.333319 101.003294 \n",
              "L 356.471529 176.899765 \n",
              "L 356.609739 77.285647 \n",
              "L 356.747948 124.720941 \n",
              "L 356.886158 115.233882 \n",
              "L 357.024368 63.055059 \n",
              "L 357.162577 129.464471 \n",
              "L 357.300787 110.490353 \n",
              "L 357.577207 148.438588 \n",
              "L 357.715416 96.259765 \n",
              "L 357.853626 124.720941 \n",
              "L 357.991836 101.003294 \n",
              "L 358.130045 129.464471 \n",
              "L 358.268255 119.977412 \n",
              "L 358.406465 119.977412 \n",
              "L 358.544674 138.951529 \n",
              "L 358.682884 119.977412 \n",
              "L 358.821094 134.208 \n",
              "L 358.959303 119.977412 \n",
              "L 359.097513 134.208 \n",
              "L 359.235723 86.772706 \n",
              "L 359.512142 101.003294 \n",
              "L 359.650352 129.464471 \n",
              "L 360.064981 77.285647 \n",
              "L 360.3414 124.720941 \n",
              "L 360.61782 105.746824 \n",
              "L 360.894239 124.720941 \n",
              "L 361.032449 153.182118 \n",
              "L 361.170658 143.695059 \n",
              "L 361.308868 124.720941 \n",
              "L 361.447078 124.720941 \n",
              "L 361.585287 86.772706 \n",
              "L 361.723497 101.003294 \n",
              "L 361.861707 129.464471 \n",
              "L 361.999916 115.233882 \n",
              "L 362.138126 119.977412 \n",
              "L 362.276336 101.003294 \n",
              "L 362.414545 134.208 \n",
              "L 362.552755 134.208 \n",
              "L 362.690965 129.464471 \n",
              "L 362.829175 134.208 \n",
              "L 362.967384 124.720941 \n",
              "L 363.243804 96.259765 \n",
              "L 363.520223 134.208 \n",
              "L 363.658433 101.003294 \n",
              "L 363.796642 143.695059 \n",
              "L 364.073062 115.233882 \n",
              "L 364.211271 96.259765 \n",
              "L 364.487691 176.899765 \n",
              "L 364.76411 124.720941 \n",
              "L 365.040529 101.003294 \n",
              "L 365.178739 138.951529 \n",
              "L 365.316949 91.516235 \n",
              "L 365.593368 138.951529 \n",
              "L 365.731578 115.233882 \n",
              "L 365.869788 124.720941 \n",
              "L 366.007997 115.233882 \n",
              "L 366.146207 115.233882 \n",
              "L 366.284417 129.464471 \n",
              "L 366.422626 67.798588 \n",
              "L 366.560836 105.746824 \n",
              "L 366.699046 105.746824 \n",
              "L 366.837255 138.951529 \n",
              "L 366.975465 96.259765 \n",
              "L 367.113675 172.156235 \n",
              "L 367.390094 96.259765 \n",
              "L 367.666513 148.438588 \n",
              "L 367.804723 129.464471 \n",
              "L 367.942933 134.208 \n",
              "L 368.081142 143.695059 \n",
              "L 368.357562 105.746824 \n",
              "L 368.495772 138.951529 \n",
              "L 368.633981 124.720941 \n",
              "L 368.910401 77.285647 \n",
              "L 369.18682 105.746824 \n",
              "L 369.32503 101.003294 \n",
              "L 369.463239 148.438588 \n",
              "L 369.601449 105.746824 \n",
              "L 369.739659 129.464471 \n",
              "L 369.877868 115.233882 \n",
              "L 370.016078 143.695059 \n",
              "L 370.292497 110.490353 \n",
              "L 370.430707 124.720941 \n",
              "L 370.568917 124.720941 \n",
              "L 370.707126 143.695059 \n",
              "L 370.845336 138.951529 \n",
              "L 371.121755 96.259765 \n",
              "L 371.259965 129.464471 \n",
              "L 371.398175 101.003294 \n",
              "L 371.536385 157.925647 \n",
              "L 371.674594 119.977412 \n",
              "L 371.812804 143.695059 \n",
              "L 371.951014 110.490353 \n",
              "L 372.227433 148.438588 \n",
              "L 372.365643 110.490353 \n",
              "L 372.503852 134.208 \n",
              "L 372.642062 115.233882 \n",
              "L 372.780272 172.156235 \n",
              "L 372.918481 124.720941 \n",
              "L 373.056691 119.977412 \n",
              "L 373.194901 105.746824 \n",
              "L 373.60953 153.182118 \n",
              "L 373.885949 91.516235 \n",
              "L 374.162369 167.412706 \n",
              "L 374.300578 157.925647 \n",
              "L 374.438788 119.977412 \n",
              "L 374.576998 115.233882 \n",
              "L 374.715207 119.977412 \n",
              "L 374.853417 110.490353 \n",
              "L 374.991627 143.695059 \n",
              "L 375.406256 119.977412 \n",
              "L 375.544465 153.182118 \n",
              "L 375.820885 96.259765 \n",
              "L 376.097304 119.977412 \n",
              "L 376.373723 101.003294 \n",
              "L 376.511933 63.055059 \n",
              "L 376.788352 129.464471 \n",
              "L 376.926562 143.695059 \n",
              "L 377.202982 110.490353 \n",
              "L 377.341191 138.951529 \n",
              "L 377.479401 105.746824 \n",
              "L 377.617611 129.464471 \n",
              "L 377.75582 124.720941 \n",
              "L 377.89403 96.259765 \n",
              "L 378.170449 129.464471 \n",
              "L 378.308659 66.217436 \n",
              "L 378.446869 115.233882 \n",
              "L 378.585078 91.516235 \n",
              "L 378.723288 138.951529 \n",
              "L 378.861498 67.798588 \n",
              "L 378.999707 105.746824 \n",
              "L 379.137917 86.772706 \n",
              "L 379.276127 162.669176 \n",
              "L 379.552546 138.951529 \n",
              "L 379.690756 148.438588 \n",
              "L 379.828966 86.772706 \n",
              "L 379.967175 162.669176 \n",
              "L 380.243595 91.516235 \n",
              "L 380.381804 105.746824 \n",
              "L 380.520014 157.925647 \n",
              "L 380.658224 101.003294 \n",
              "L 380.934643 143.695059 \n",
              "L 381.211062 115.233882 \n",
              "L 381.349272 148.438588 \n",
              "L 381.487482 110.490353 \n",
              "L 381.625691 143.695059 \n",
              "L 381.763901 96.259765 \n",
              "L 381.902111 148.438588 \n",
              "L 382.04032 119.977412 \n",
              "L 382.17853 115.233882 \n",
              "L 382.31674 134.208 \n",
              "L 382.593159 82.029176 \n",
              "L 382.731369 162.669176 \n",
              "L 383.007788 101.003294 \n",
              "L 383.145998 72.542118 \n",
              "L 383.284208 148.438588 \n",
              "L 383.422417 115.233882 \n",
              "L 383.560627 119.977412 \n",
              "L 383.698837 176.899765 \n",
              "L 383.975256 86.772706 \n",
              "L 384.113466 115.233882 \n",
              "L 384.251675 110.490353 \n",
              "L 384.389885 96.259765 \n",
              "L 384.528095 195.873882 \n",
              "L 384.666304 82.029176 \n",
              "L 384.804514 115.233882 \n",
              "L 384.942724 67.798588 \n",
              "L 385.080933 86.772706 \n",
              "L 385.219143 138.951529 \n",
              "L 385.357353 138.951529 \n",
              "L 385.495563 101.003294 \n",
              "L 385.633772 101.003294 \n",
              "L 385.771982 110.490353 \n",
              "L 385.910192 148.438588 \n",
              "L 386.048401 153.182118 \n",
              "L 386.324821 101.003294 \n",
              "L 386.46303 110.490353 \n",
              "L 386.73945 148.438588 \n",
              "L 386.877659 119.977412 \n",
              "L 387.015869 115.233882 \n",
              "L 387.154079 115.233882 \n",
              "L 387.292288 82.029176 \n",
              "L 387.430498 205.360941 \n",
              "L 387.568708 119.977412 \n",
              "L 387.706917 129.464471 \n",
              "L 387.845127 119.977412 \n",
              "L 387.983337 186.386824 \n",
              "L 388.121546 124.720941 \n",
              "L 388.259756 124.720941 \n",
              "L 388.397966 143.695059 \n",
              "L 388.536176 82.029176 \n",
              "L 388.674385 129.464471 \n",
              "L 388.812595 105.746824 \n",
              "L 388.950805 115.233882 \n",
              "L 389.089014 67.798588 \n",
              "L 389.227224 134.208 \n",
              "L 389.365434 138.951529 \n",
              "L 389.503643 148.438588 \n",
              "L 389.641853 138.951529 \n",
              "L 389.780063 115.233882 \n",
              "L 390.056482 143.695059 \n",
              "L 390.332901 105.746824 \n",
              "L 390.609321 129.464471 \n",
              "L 390.74753 115.233882 \n",
              "L 390.88574 134.208 \n",
              "L 391.02395 101.003294 \n",
              "L 391.16216 119.977412 \n",
              "L 391.300369 110.490353 \n",
              "L 391.438579 115.233882 \n",
              "L 391.576789 138.951529 \n",
              "L 391.714998 138.951529 \n",
              "L 391.853208 63.055059 \n",
              "L 391.991418 157.925647 \n",
              "L 392.129627 115.233882 \n",
              "L 392.267837 119.977412 \n",
              "L 392.406047 96.259765 \n",
              "L 392.544256 110.490353 \n",
              "L 392.682466 96.259765 \n",
              "L 392.820676 110.490353 \n",
              "L 392.958885 138.951529 \n",
              "L 393.097095 138.951529 \n",
              "L 393.235305 77.285647 \n",
              "L 393.373514 86.772706 \n",
              "L 393.649934 119.977412 \n",
              "L 393.788144 63.055059 \n",
              "L 394.064563 129.464471 \n",
              "L 394.202773 82.029176 \n",
              "L 394.340982 167.412706 \n",
              "L 394.479192 86.772706 \n",
              "L 394.617402 162.669176 \n",
              "L 394.755611 101.003294 \n",
              "L 394.893821 96.259765 \n",
              "L 395.032031 134.208 \n",
              "L 395.30845 96.259765 \n",
              "L 395.44666 124.720941 \n",
              "L 395.584869 110.490353 \n",
              "L 395.723079 153.182118 \n",
              "L 395.861289 105.746824 \n",
              "L 395.999498 129.464471 \n",
              "L 396.137708 82.029176 \n",
              "L 396.275918 77.285647 \n",
              "L 396.414127 143.695059 \n",
              "L 396.552337 82.029176 \n",
              "L 396.690547 115.233882 \n",
              "L 396.828757 119.977412 \n",
              "L 396.966966 82.029176 \n",
              "L 397.105176 77.285647 \n",
              "L 397.243386 101.003294 \n",
              "L 397.381595 82.029176 \n",
              "L 397.519805 115.233882 \n",
              "L 397.658015 86.772706 \n",
              "L 397.796224 148.438588 \n",
              "L 397.934434 115.233882 \n",
              "L 398.072644 157.925647 \n",
              "L 398.210853 77.285647 \n",
              "L 398.349063 176.899765 \n",
              "L 398.487273 129.464471 \n",
              "L 398.487273 129.464471 \n",
              "\" style=\"fill:none;stroke:#0000ff;stroke-linecap:square;stroke-width:1.5;\"/>\n",
              "   </g>\n",
              "   <g id=\"line2d_28\">\n",
              "    <path clip-path=\"url(#p3a007499c4)\" d=\"M 73.832727 210.104471 \n",
              "L 73.970937 243.309176 \n",
              "L 74.247356 181.643294 \n",
              "L 74.385566 195.873882 \n",
              "L 74.523776 176.899765 \n",
              "L 74.661985 219.591529 \n",
              "L 74.800195 214.848 \n",
              "L 75.076614 167.412706 \n",
              "L 75.214824 172.156235 \n",
              "L 75.353034 219.591529 \n",
              "L 75.491243 162.669176 \n",
              "L 75.629453 214.848 \n",
              "L 75.767663 214.848 \n",
              "L 75.905873 195.873882 \n",
              "L 76.044082 205.360941 \n",
              "L 76.182292 205.360941 \n",
              "L 76.320502 219.591529 \n",
              "L 76.458711 252.796235 \n",
              "L 76.596921 186.386824 \n",
              "L 76.735131 191.130353 \n",
              "L 76.87334 157.925647 \n",
              "L 77.01155 243.309176 \n",
              "L 77.702598 134.208 \n",
              "L 77.840808 162.669176 \n",
              "L 77.979018 267.026824 \n",
              "L 78.117227 248.052706 \n",
              "L 78.255437 157.925647 \n",
              "L 78.393647 238.565647 \n",
              "L 78.670066 172.156235 \n",
              "L 78.946486 224.335059 \n",
              "L 79.084695 248.052706 \n",
              "L 79.222905 195.873882 \n",
              "L 79.499324 219.591529 \n",
              "L 79.637534 195.873882 \n",
              "L 79.775744 243.309176 \n",
              "L 79.913953 176.899765 \n",
              "L 80.052163 210.104471 \n",
              "L 80.190373 205.360941 \n",
              "L 80.328582 210.104471 \n",
              "L 80.466792 172.156235 \n",
              "L 80.605002 238.565647 \n",
              "L 80.743211 224.335059 \n",
              "L 80.881421 262.283294 \n",
              "L 81.019631 172.156235 \n",
              "L 81.15784 191.130353 \n",
              "L 81.29605 162.669176 \n",
              "L 81.43426 233.822118 \n",
              "L 81.57247 181.643294 \n",
              "L 81.710679 238.565647 \n",
              "L 81.848889 172.156235 \n",
              "L 81.987099 176.899765 \n",
              "L 82.125308 191.130353 \n",
              "L 82.263518 238.565647 \n",
              "L 82.401728 143.695059 \n",
              "L 82.539937 210.104471 \n",
              "L 82.678147 214.848 \n",
              "L 82.816357 186.386824 \n",
              "L 82.954566 205.360941 \n",
              "L 83.092776 195.873882 \n",
              "L 83.230986 262.283294 \n",
              "L 83.369195 162.669176 \n",
              "L 83.507405 195.873882 \n",
              "L 83.645615 200.617412 \n",
              "L 83.783824 172.156235 \n",
              "L 84.060244 276.513882 \n",
              "L 84.198454 167.412706 \n",
              "L 84.474873 200.617412 \n",
              "L 84.613083 186.386824 \n",
              "L 84.751292 238.565647 \n",
              "L 84.889502 172.156235 \n",
              "L 85.027712 243.309176 \n",
              "L 85.165921 181.643294 \n",
              "L 85.304131 181.643294 \n",
              "L 85.442341 224.335059 \n",
              "L 85.58055 229.078588 \n",
              "L 85.85697 191.130353 \n",
              "L 85.995179 243.309176 \n",
              "L 86.133389 148.438588 \n",
              "L 86.548018 210.104471 \n",
              "L 86.686228 181.643294 \n",
              "L 86.824437 210.104471 \n",
              "L 86.962647 162.669176 \n",
              "L 87.100857 214.848 \n",
              "L 87.239067 200.617412 \n",
              "L 87.377276 167.412706 \n",
              "L 87.515486 205.360941 \n",
              "L 87.791905 214.848 \n",
              "L 87.930115 210.104471 \n",
              "L 88.068325 181.643294 \n",
              "L 88.206534 229.078588 \n",
              "L 88.344744 148.438588 \n",
              "L 88.482954 176.899765 \n",
              "L 88.621163 252.796235 \n",
              "L 88.759373 243.309176 \n",
              "L 88.897583 205.360941 \n",
              "L 89.035792 200.617412 \n",
              "L 89.450421 129.464471 \n",
              "L 89.588631 210.104471 \n",
              "L 89.726841 224.335059 \n",
              "L 89.865051 205.360941 \n",
              "L 90.14147 229.078588 \n",
              "L 90.27968 219.591529 \n",
              "L 90.417889 176.899765 \n",
              "L 90.556099 176.899765 \n",
              "L 90.832518 214.848 \n",
              "L 91.108938 162.669176 \n",
              "L 91.247147 219.591529 \n",
              "L 91.385357 172.156235 \n",
              "L 91.523567 210.104471 \n",
              "L 91.661776 176.899765 \n",
              "L 91.799986 200.617412 \n",
              "L 91.938196 176.899765 \n",
              "L 92.076405 229.078588 \n",
              "L 92.214615 181.643294 \n",
              "L 92.352825 214.848 \n",
              "L 92.767454 172.156235 \n",
              "L 92.905664 229.078588 \n",
              "L 93.043873 157.925647 \n",
              "L 93.182083 153.182118 \n",
              "L 93.320293 153.182118 \n",
              "L 93.458502 214.848 \n",
              "L 93.596712 210.104471 \n",
              "L 93.734922 162.669176 \n",
              "L 94.011341 229.078588 \n",
              "L 94.28776 172.156235 \n",
              "L 94.42597 238.565647 \n",
              "L 94.56418 167.412706 \n",
              "L 94.702389 181.643294 \n",
              "L 94.840599 176.899765 \n",
              "L 95.117018 248.052706 \n",
              "L 95.255228 229.078588 \n",
              "L 95.393438 176.899765 \n",
              "L 95.669857 176.899765 \n",
              "L 95.808067 138.951529 \n",
              "L 95.946277 191.130353 \n",
              "L 96.222696 143.695059 \n",
              "L 96.360906 238.565647 \n",
              "L 96.499115 252.796235 \n",
              "L 96.637325 248.052706 \n",
              "L 96.775535 186.386824 \n",
              "L 96.913744 200.617412 \n",
              "L 97.051954 186.386824 \n",
              "L 97.190164 195.873882 \n",
              "L 97.604793 243.309176 \n",
              "L 97.743002 210.104471 \n",
              "L 97.881212 219.591529 \n",
              "L 98.019422 210.104471 \n",
              "L 98.157631 262.283294 \n",
              "L 98.295841 186.386824 \n",
              "L 98.434051 224.335059 \n",
              "L 98.572261 200.617412 \n",
              "L 98.71047 214.848 \n",
              "L 98.84868 167.412706 \n",
              "L 98.98689 167.412706 \n",
              "L 99.125099 233.822118 \n",
              "L 99.263309 148.438588 \n",
              "L 99.539728 229.078588 \n",
              "L 99.677938 162.669176 \n",
              "L 99.816148 224.335059 \n",
              "L 99.954357 167.412706 \n",
              "L 100.092567 210.104471 \n",
              "L 100.368986 172.156235 \n",
              "L 100.507196 200.617412 \n",
              "L 100.645406 295.488 \n",
              "L 100.783615 224.335059 \n",
              "L 100.921825 238.565647 \n",
              "L 101.060035 224.335059 \n",
              "L 101.198245 181.643294 \n",
              "L 101.336454 262.283294 \n",
              "L 101.474664 191.130353 \n",
              "L 101.612874 191.130353 \n",
              "L 101.751083 243.309176 \n",
              "L 102.027503 138.951529 \n",
              "L 102.165712 181.643294 \n",
              "L 102.303922 186.386824 \n",
              "L 102.442132 229.078588 \n",
              "L 102.580341 224.335059 \n",
              "L 102.856761 148.438588 \n",
              "L 102.99497 248.052706 \n",
              "L 103.27139 162.669176 \n",
              "L 103.409599 191.130353 \n",
              "L 103.686019 157.925647 \n",
              "L 103.824228 195.873882 \n",
              "L 104.100648 176.899765 \n",
              "L 104.238858 176.899765 \n",
              "L 104.377067 200.617412 \n",
              "L 104.515277 191.130353 \n",
              "L 104.653487 124.720941 \n",
              "L 104.791696 257.539765 \n",
              "L 104.929906 214.848 \n",
              "L 105.068116 257.539765 \n",
              "L 105.206325 229.078588 \n",
              "L 105.482745 219.591529 \n",
              "L 105.620954 186.386824 \n",
              "L 105.759164 181.643294 \n",
              "L 105.897374 205.360941 \n",
              "L 106.035583 200.617412 \n",
              "L 106.450212 119.977412 \n",
              "L 106.588422 172.156235 \n",
              "L 106.726632 176.899765 \n",
              "L 106.864842 138.951529 \n",
              "L 107.003051 186.386824 \n",
              "L 107.141261 134.208 \n",
              "L 107.279471 176.899765 \n",
              "L 107.41768 167.412706 \n",
              "L 107.55589 205.360941 \n",
              "L 107.6941 138.951529 \n",
              "L 107.832309 214.848 \n",
              "L 107.970519 138.951529 \n",
              "L 108.108729 153.182118 \n",
              "L 108.246938 153.182118 \n",
              "L 108.385148 191.130353 \n",
              "L 108.661567 153.182118 \n",
              "L 108.799777 257.539765 \n",
              "L 108.937987 219.591529 \n",
              "L 109.076196 138.951529 \n",
              "L 109.214406 181.643294 \n",
              "L 109.352616 172.156235 \n",
              "L 109.629035 105.746824 \n",
              "L 109.767245 186.386824 \n",
              "L 109.905455 143.695059 \n",
              "L 110.043664 176.899765 \n",
              "L 110.181874 138.951529 \n",
              "L 110.458293 229.078588 \n",
              "L 110.596503 157.925647 \n",
              "L 110.734713 157.925647 \n",
              "L 111.011132 214.848 \n",
              "L 111.287551 157.925647 \n",
              "L 111.425761 162.669176 \n",
              "L 111.70218 238.565647 \n",
              "L 111.84039 148.438588 \n",
              "L 111.9786 186.386824 \n",
              "L 112.116809 124.720941 \n",
              "L 112.393229 210.104471 \n",
              "L 112.531439 167.412706 \n",
              "L 112.807858 200.617412 \n",
              "L 112.946068 167.412706 \n",
              "L 113.222487 214.848 \n",
              "L 113.360697 181.643294 \n",
              "L 113.637116 205.360941 \n",
              "L 113.913535 167.412706 \n",
              "L 114.051745 224.335059 \n",
              "L 114.604584 143.695059 \n",
              "L 114.742793 195.873882 \n",
              "L 114.881003 157.925647 \n",
              "L 115.019213 186.386824 \n",
              "L 115.157423 162.669176 \n",
              "L 115.295632 172.156235 \n",
              "L 115.433842 167.412706 \n",
              "L 115.572052 153.182118 \n",
              "L 115.710261 176.899765 \n",
              "L 115.848471 162.669176 \n",
              "L 116.12489 162.669176 \n",
              "L 116.2631 172.156235 \n",
              "L 116.40131 104.165671 \n",
              "L 116.539519 134.208 \n",
              "L 116.677729 191.130353 \n",
              "L 116.815939 181.643294 \n",
              "L 116.954148 191.130353 \n",
              "L 117.092358 191.130353 \n",
              "L 117.230568 195.873882 \n",
              "L 117.368777 148.438588 \n",
              "L 117.645197 243.309176 \n",
              "L 117.783406 148.438588 \n",
              "L 117.921616 191.130353 \n",
              "L 118.059826 148.438588 \n",
              "L 118.198036 143.695059 \n",
              "L 118.474455 186.386824 \n",
              "L 118.612665 191.130353 \n",
              "L 118.889084 157.925647 \n",
              "L 119.027294 210.104471 \n",
              "L 119.165503 205.360941 \n",
              "L 119.303713 119.977412 \n",
              "L 119.441923 148.438588 \n",
              "L 119.580132 214.848 \n",
              "L 119.718342 134.208 \n",
              "L 120.271181 200.617412 \n",
              "L 120.5476 157.925647 \n",
              "L 120.82402 181.643294 \n",
              "L 121.100439 134.208 \n",
              "L 121.376858 252.796235 \n",
              "L 121.515068 143.695059 \n",
              "L 121.653278 200.617412 \n",
              "L 121.791487 172.156235 \n",
              "L 122.067907 195.873882 \n",
              "L 122.206116 138.951529 \n",
              "L 122.344326 181.643294 \n",
              "L 122.482536 143.695059 \n",
              "L 122.620745 148.438588 \n",
              "L 122.758955 162.669176 \n",
              "L 122.897165 129.464471 \n",
              "L 123.035374 129.464471 \n",
              "L 123.173584 167.412706 \n",
              "L 123.311794 148.438588 \n",
              "L 123.450003 195.873882 \n",
              "L 123.588213 195.873882 \n",
              "L 123.726423 172.156235 \n",
              "L 123.864633 172.156235 \n",
              "L 124.002842 167.412706 \n",
              "L 124.141052 148.438588 \n",
              "L 124.279262 181.643294 \n",
              "L 124.417471 181.643294 \n",
              "L 124.555681 157.925647 \n",
              "L 124.693891 157.925647 \n",
              "L 124.8321 143.695059 \n",
              "L 124.97031 101.003294 \n",
              "L 125.10852 129.464471 \n",
              "L 125.246729 124.720941 \n",
              "L 125.384939 186.386824 \n",
              "L 125.523149 195.873882 \n",
              "L 125.661358 143.695059 \n",
              "L 125.937778 153.182118 \n",
              "L 126.214197 219.591529 \n",
              "L 126.352407 129.464471 \n",
              "L 126.490617 148.438588 \n",
              "L 126.767036 148.438588 \n",
              "L 126.905246 162.669176 \n",
              "L 127.043455 143.695059 \n",
              "L 127.181665 195.873882 \n",
              "L 127.319875 186.386824 \n",
              "L 127.458084 191.130353 \n",
              "L 127.596294 124.720941 \n",
              "L 127.734504 119.977412 \n",
              "L 127.872713 205.360941 \n",
              "L 128.010923 162.669176 \n",
              "L 128.149133 186.386824 \n",
              "L 128.287342 124.720941 \n",
              "L 128.425552 157.925647 \n",
              "L 128.563762 153.182118 \n",
              "L 128.701971 172.156235 \n",
              "L 128.840181 153.182118 \n",
              "L 128.978391 224.335059 \n",
              "L 129.25481 153.182118 \n",
              "L 129.39302 186.386824 \n",
              "L 129.53123 157.925647 \n",
              "L 129.945859 143.695059 \n",
              "L 130.084068 176.899765 \n",
              "L 130.222278 238.565647 \n",
              "L 130.360488 153.182118 \n",
              "L 130.636907 214.848 \n",
              "L 130.775117 200.617412 \n",
              "L 130.913326 162.669176 \n",
              "L 131.189746 210.104471 \n",
              "L 131.327955 162.669176 \n",
              "L 131.466165 176.899765 \n",
              "L 131.604375 119.977412 \n",
              "L 131.880794 162.669176 \n",
              "L 132.019004 148.438588 \n",
              "L 132.157214 115.233882 \n",
              "L 132.433633 191.130353 \n",
              "L 132.571843 186.386824 \n",
              "L 132.710052 191.130353 \n",
              "L 132.848262 172.156235 \n",
              "L 132.986472 214.848 \n",
              "L 133.124681 153.182118 \n",
              "L 133.262891 176.899765 \n",
              "L 133.401101 167.412706 \n",
              "L 133.53931 210.104471 \n",
              "L 133.81573 191.130353 \n",
              "L 133.953939 148.438588 \n",
              "L 134.092149 162.669176 \n",
              "L 134.230359 143.695059 \n",
              "L 134.368568 162.669176 \n",
              "L 134.506778 162.669176 \n",
              "L 134.644988 153.182118 \n",
              "L 134.783197 181.643294 \n",
              "L 134.921407 167.412706 \n",
              "L 135.059617 167.412706 \n",
              "L 135.197827 110.490353 \n",
              "L 135.612456 195.873882 \n",
              "L 135.750665 148.438588 \n",
              "L 136.027085 191.130353 \n",
              "L 136.303504 157.925647 \n",
              "L 136.441714 162.669176 \n",
              "L 136.579923 186.386824 \n",
              "L 136.718133 148.438588 \n",
              "L 136.856343 157.925647 \n",
              "L 136.994552 119.977412 \n",
              "L 137.132762 176.899765 \n",
              "L 137.547391 129.464471 \n",
              "L 137.685601 214.848 \n",
              "L 137.823811 153.182118 \n",
              "L 138.10023 210.104471 \n",
              "L 138.23844 176.899765 \n",
              "L 138.376649 205.360941 \n",
              "L 138.514859 143.695059 \n",
              "L 138.653069 210.104471 \n",
              "L 138.929488 157.925647 \n",
              "L 139.067698 153.182118 \n",
              "L 139.205907 110.490353 \n",
              "L 139.344117 195.873882 \n",
              "L 139.482327 186.386824 \n",
              "L 139.620536 224.335059 \n",
              "L 139.758746 138.951529 \n",
              "L 139.896956 134.208 \n",
              "L 140.035165 167.412706 \n",
              "L 140.173375 148.438588 \n",
              "L 140.311585 105.746824 \n",
              "L 140.588004 167.412706 \n",
              "L 140.726214 153.182118 \n",
              "L 140.864424 191.130353 \n",
              "L 141.002633 167.412706 \n",
              "L 141.140843 200.617412 \n",
              "L 141.279053 153.182118 \n",
              "L 141.417262 162.669176 \n",
              "L 141.555472 162.669176 \n",
              "L 141.693682 172.156235 \n",
              "L 141.831891 191.130353 \n",
              "L 142.24652 167.412706 \n",
              "L 142.38473 176.899765 \n",
              "L 142.661149 124.720941 \n",
              "L 142.799359 138.951529 \n",
              "L 142.937569 205.360941 \n",
              "L 143.075778 138.951529 \n",
              "L 143.352198 176.899765 \n",
              "L 143.628617 134.208 \n",
              "L 143.766827 238.565647 \n",
              "L 144.043246 148.438588 \n",
              "L 144.181456 162.669176 \n",
              "L 144.319666 124.720941 \n",
              "L 144.457875 167.412706 \n",
              "L 144.596085 148.438588 \n",
              "L 144.734295 157.925647 \n",
              "L 144.872504 148.438588 \n",
              "L 145.010714 157.925647 \n",
              "L 145.148924 115.233882 \n",
              "L 145.287133 148.438588 \n",
              "L 145.425343 143.695059 \n",
              "L 145.563553 172.156235 \n",
              "L 145.839972 138.951529 \n",
              "L 145.978182 143.695059 \n",
              "L 146.116392 167.412706 \n",
              "L 146.392811 124.720941 \n",
              "L 146.531021 148.438588 \n",
              "L 146.66923 124.720941 \n",
              "L 146.94565 176.899765 \n",
              "L 147.083859 124.720941 \n",
              "L 147.222069 167.412706 \n",
              "L 147.498488 115.233882 \n",
              "L 147.636698 148.438588 \n",
              "L 147.774908 115.233882 \n",
              "L 147.913117 110.490353 \n",
              "L 148.189537 167.412706 \n",
              "L 148.327746 162.669176 \n",
              "L 148.465956 191.130353 \n",
              "L 148.604166 129.464471 \n",
              "L 148.880585 172.156235 \n",
              "L 149.018795 138.951529 \n",
              "L 149.157005 153.182118 \n",
              "L 149.295214 134.208 \n",
              "L 149.433424 191.130353 \n",
              "L 149.571634 148.438588 \n",
              "L 149.709843 200.617412 \n",
              "L 149.848053 195.873882 \n",
              "L 150.262682 119.977412 \n",
              "L 150.400892 205.360941 \n",
              "L 150.539101 153.182118 \n",
              "L 150.677311 153.182118 \n",
              "L 150.815521 167.412706 \n",
              "L 151.09194 101.003294 \n",
              "L 151.23015 138.951529 \n",
              "L 151.368359 143.695059 \n",
              "L 151.506569 153.182118 \n",
              "L 151.644779 172.156235 \n",
              "L 151.782989 210.104471 \n",
              "L 151.921198 143.695059 \n",
              "L 152.059408 162.669176 \n",
              "L 152.197618 162.669176 \n",
              "L 152.335827 138.951529 \n",
              "L 152.612247 167.412706 \n",
              "L 152.750456 172.156235 \n",
              "L 152.888666 148.438588 \n",
              "L 153.026876 86.772706 \n",
              "L 153.165085 157.925647 \n",
              "L 153.303295 167.412706 \n",
              "L 153.441505 191.130353 \n",
              "L 153.579714 153.182118 \n",
              "L 153.717924 181.643294 \n",
              "L 153.994343 124.720941 \n",
              "L 154.132553 138.951529 \n",
              "L 154.547182 124.720941 \n",
              "L 154.685392 186.386824 \n",
              "L 154.961811 129.464471 \n",
              "L 155.100021 167.412706 \n",
              "L 155.238231 172.156235 \n",
              "L 155.37644 195.873882 \n",
              "L 155.65286 153.182118 \n",
              "L 155.791069 176.899765 \n",
              "L 155.929279 119.977412 \n",
              "L 156.067489 167.412706 \n",
              "L 156.205698 53.568 \n",
              "L 156.343908 195.873882 \n",
              "L 156.482118 167.412706 \n",
              "L 156.620327 219.591529 \n",
              "L 156.758537 105.746824 \n",
              "L 157.034956 214.848 \n",
              "L 157.173166 143.695059 \n",
              "L 157.311376 162.669176 \n",
              "L 157.449586 162.669176 \n",
              "L 157.587795 205.360941 \n",
              "L 157.726005 119.977412 \n",
              "L 158.002424 200.617412 \n",
              "L 158.140634 191.130353 \n",
              "L 158.417053 105.746824 \n",
              "L 158.555263 148.438588 \n",
              "L 158.693473 129.464471 \n",
              "L 158.969892 148.438588 \n",
              "L 159.108102 195.873882 \n",
              "L 159.384521 101.003294 \n",
              "L 159.522731 124.720941 \n",
              "L 159.66094 191.130353 \n",
              "L 159.79915 134.208 \n",
              "L 159.93736 148.438588 \n",
              "L 160.075569 129.464471 \n",
              "L 160.213779 191.130353 \n",
              "L 160.351989 153.182118 \n",
              "L 160.628408 191.130353 \n",
              "L 160.766618 172.156235 \n",
              "L 160.904828 96.259765 \n",
              "L 161.043037 148.438588 \n",
              "L 161.181247 119.977412 \n",
              "L 161.319457 176.899765 \n",
              "L 161.457666 148.438588 \n",
              "L 161.595876 181.643294 \n",
              "L 161.734086 172.156235 \n",
              "L 162.010505 143.695059 \n",
              "L 162.148715 205.360941 \n",
              "L 162.286924 148.438588 \n",
              "L 162.425134 138.951529 \n",
              "L 162.563344 162.669176 \n",
              "L 162.701553 143.695059 \n",
              "L 162.839763 167.412706 \n",
              "L 162.977973 224.335059 \n",
              "L 163.116183 162.669176 \n",
              "L 163.254392 167.412706 \n",
              "L 163.392602 124.720941 \n",
              "L 163.530812 167.412706 \n",
              "L 163.669021 162.669176 \n",
              "L 163.807231 115.233882 \n",
              "L 163.945441 153.182118 \n",
              "L 164.08365 143.695059 \n",
              "L 164.36007 181.643294 \n",
              "L 164.498279 162.669176 \n",
              "L 164.636489 115.233882 \n",
              "L 164.774699 167.412706 \n",
              "L 164.912908 115.233882 \n",
              "L 165.051118 148.438588 \n",
              "L 165.189328 138.951529 \n",
              "L 165.327537 219.591529 \n",
              "L 165.465747 124.720941 \n",
              "L 165.603957 153.182118 \n",
              "L 165.742166 205.360941 \n",
              "L 165.880376 110.490353 \n",
              "L 166.018586 181.643294 \n",
              "L 166.156796 143.695059 \n",
              "L 166.295005 176.899765 \n",
              "L 166.433215 172.156235 \n",
              "L 166.571425 157.925647 \n",
              "L 166.709634 124.720941 \n",
              "L 166.847844 138.951529 \n",
              "L 167.124263 191.130353 \n",
              "L 167.262473 105.746824 \n",
              "L 167.400683 186.386824 \n",
              "L 167.677102 138.951529 \n",
              "L 167.815312 119.977412 \n",
              "L 167.953521 172.156235 \n",
              "L 168.091731 181.643294 \n",
              "L 168.229941 238.565647 \n",
              "L 168.36815 124.720941 \n",
              "L 168.50636 148.438588 \n",
              "L 168.64457 148.438588 \n",
              "L 168.78278 186.386824 \n",
              "L 168.920989 138.951529 \n",
              "L 169.059199 214.848 \n",
              "L 169.197409 153.182118 \n",
              "L 169.335618 167.412706 \n",
              "L 169.473828 138.951529 \n",
              "L 169.612038 172.156235 \n",
              "L 169.750247 167.412706 \n",
              "L 169.888457 153.182118 \n",
              "L 170.026667 186.386824 \n",
              "L 170.164876 134.208 \n",
              "L 170.303086 181.643294 \n",
              "L 170.441296 110.490353 \n",
              "L 170.579505 124.720941 \n",
              "L 170.717715 172.156235 \n",
              "L 170.994134 148.438588 \n",
              "L 171.270554 191.130353 \n",
              "L 171.546973 138.951529 \n",
              "L 171.685183 129.464471 \n",
              "L 171.823393 129.464471 \n",
              "L 171.961602 138.951529 \n",
              "L 172.099812 172.156235 \n",
              "L 172.238022 172.156235 \n",
              "L 172.376231 200.617412 \n",
              "L 172.514441 186.386824 \n",
              "L 172.652651 119.977412 \n",
              "L 172.79086 124.720941 \n",
              "L 173.06728 176.899765 \n",
              "L 173.620118 105.746824 \n",
              "L 173.758328 115.233882 \n",
              "L 173.896538 115.233882 \n",
              "L 174.034747 148.438588 \n",
              "L 174.172957 124.720941 \n",
              "L 174.311167 134.208 \n",
              "L 174.449377 66.217436 \n",
              "L 174.587586 172.156235 \n",
              "L 174.725796 172.156235 \n",
              "L 174.864006 162.669176 \n",
              "L 175.140425 134.208 \n",
              "L 175.278635 138.951529 \n",
              "L 175.416844 115.233882 \n",
              "L 175.555054 200.617412 \n",
              "L 175.693264 119.977412 \n",
              "L 176.107893 191.130353 \n",
              "L 176.246102 119.977412 \n",
              "L 176.384312 181.643294 \n",
              "L 176.522522 86.772706 \n",
              "L 176.798941 205.360941 \n",
              "L 176.937151 143.695059 \n",
              "L 177.075361 143.695059 \n",
              "L 177.21357 167.412706 \n",
              "L 177.35178 115.233882 \n",
              "L 177.48999 138.951529 \n",
              "L 177.628199 138.951529 \n",
              "L 177.766409 205.360941 \n",
              "L 177.904619 105.746824 \n",
              "L 178.042828 167.412706 \n",
              "L 178.181038 162.669176 \n",
              "L 178.319248 124.720941 \n",
              "L 178.457457 148.438588 \n",
              "L 178.595667 105.746824 \n",
              "L 178.733877 181.643294 \n",
              "L 178.872086 124.720941 \n",
              "L 179.010296 181.643294 \n",
              "L 179.148506 153.182118 \n",
              "L 179.286715 176.899765 \n",
              "L 179.424925 110.490353 \n",
              "L 179.563135 134.208 \n",
              "L 179.701344 134.208 \n",
              "L 179.839554 148.438588 \n",
              "L 179.977764 134.208 \n",
              "L 180.115974 167.412706 \n",
              "L 180.392393 124.720941 \n",
              "L 180.530603 138.951529 \n",
              "L 180.668812 119.977412 \n",
              "L 180.807022 157.925647 \n",
              "L 180.945232 143.695059 \n",
              "L 181.083441 91.516235 \n",
              "L 181.221651 176.899765 \n",
              "L 181.359861 129.464471 \n",
              "L 181.49807 167.412706 \n",
              "L 181.77449 138.951529 \n",
              "L 181.912699 143.695059 \n",
              "L 182.050909 96.259765 \n",
              "L 182.189119 176.899765 \n",
              "L 182.465538 134.208 \n",
              "L 182.603748 143.695059 \n",
              "L 182.741958 181.643294 \n",
              "L 182.880167 129.464471 \n",
              "L 183.018377 176.899765 \n",
              "L 183.156587 119.977412 \n",
              "L 183.294796 110.490353 \n",
              "L 183.433006 91.516235 \n",
              "L 183.847635 172.156235 \n",
              "L 183.985845 86.772706 \n",
              "L 184.124054 195.873882 \n",
              "L 184.262264 105.746824 \n",
              "L 184.400474 143.695059 \n",
              "L 184.538683 138.951529 \n",
              "L 184.676893 143.695059 \n",
              "L 184.815103 181.643294 \n",
              "L 184.953312 176.899765 \n",
              "L 185.091522 243.309176 \n",
              "L 185.229732 134.208 \n",
              "L 185.367941 143.695059 \n",
              "L 185.644361 186.386824 \n",
              "L 185.782571 124.720941 \n",
              "L 185.92078 143.695059 \n",
              "L 186.05899 143.695059 \n",
              "L 186.335409 134.208 \n",
              "L 186.473619 105.746824 \n",
              "L 186.611829 200.617412 \n",
              "L 186.750038 162.669176 \n",
              "L 186.888248 162.669176 \n",
              "L 187.164667 138.951529 \n",
              "L 187.302877 224.335059 \n",
              "L 187.441087 162.669176 \n",
              "L 187.579296 167.412706 \n",
              "L 187.717506 119.977412 \n",
              "L 187.855716 176.899765 \n",
              "L 187.993925 138.951529 \n",
              "L 188.270345 181.643294 \n",
              "L 188.408555 143.695059 \n",
              "L 188.546764 167.412706 \n",
              "L 188.684974 167.412706 \n",
              "L 188.961393 124.720941 \n",
              "L 189.099603 181.643294 \n",
              "L 189.237813 115.233882 \n",
              "L 189.376022 181.643294 \n",
              "L 189.514232 191.130353 \n",
              "L 189.790651 105.746824 \n",
              "L 189.928861 153.182118 \n",
              "L 190.067071 138.951529 \n",
              "L 190.34349 176.899765 \n",
              "L 190.619909 143.695059 \n",
              "L 190.758119 167.412706 \n",
              "L 191.034538 134.208 \n",
              "L 191.172748 157.925647 \n",
              "L 191.310958 119.977412 \n",
              "L 191.449168 153.182118 \n",
              "L 191.587377 129.464471 \n",
              "L 191.725587 138.951529 \n",
              "L 191.863797 138.951529 \n",
              "L 192.002006 205.360941 \n",
              "L 192.140216 143.695059 \n",
              "L 192.278426 181.643294 \n",
              "L 192.416635 138.951529 \n",
              "L 192.554845 176.899765 \n",
              "L 192.831264 110.490353 \n",
              "L 192.969474 148.438588 \n",
              "L 193.107684 134.208 \n",
              "L 193.245893 143.695059 \n",
              "L 193.384103 110.490353 \n",
              "L 193.522313 153.182118 \n",
              "L 193.660522 148.438588 \n",
              "L 193.936942 181.643294 \n",
              "L 194.075152 162.669176 \n",
              "L 194.213361 205.360941 \n",
              "L 194.489781 134.208 \n",
              "L 194.62799 186.386824 \n",
              "L 194.7662 195.873882 \n",
              "L 194.90441 148.438588 \n",
              "L 195.042619 176.899765 \n",
              "L 195.180829 176.899765 \n",
              "L 195.457248 110.490353 \n",
              "L 195.595458 162.669176 \n",
              "L 195.733668 148.438588 \n",
              "L 195.871877 162.669176 \n",
              "L 196.010087 124.720941 \n",
              "L 196.148297 172.156235 \n",
              "L 196.286506 176.899765 \n",
              "L 196.424716 153.182118 \n",
              "L 196.562926 157.925647 \n",
              "L 196.701135 124.720941 \n",
              "L 196.839345 186.386824 \n",
              "L 196.977555 153.182118 \n",
              "L 197.115765 162.669176 \n",
              "L 197.253974 195.873882 \n",
              "L 197.392184 96.259765 \n",
              "L 197.668603 167.412706 \n",
              "L 197.806813 138.951529 \n",
              "L 197.945023 186.386824 \n",
              "L 198.083232 91.516235 \n",
              "L 198.221442 134.208 \n",
              "L 198.359652 124.720941 \n",
              "L 198.497861 105.746824 \n",
              "L 198.636071 119.977412 \n",
              "L 198.91249 157.925647 \n",
              "L 199.0507 176.899765 \n",
              "L 199.465329 124.720941 \n",
              "L 199.603539 138.951529 \n",
              "L 199.741749 124.720941 \n",
              "L 200.018168 186.386824 \n",
              "L 200.294587 124.720941 \n",
              "L 200.709216 167.412706 \n",
              "L 200.847426 110.490353 \n",
              "L 201.123845 167.412706 \n",
              "L 201.400265 124.720941 \n",
              "L 201.538474 172.156235 \n",
              "L 201.676684 148.438588 \n",
              "L 201.814894 96.259765 \n",
              "L 201.953103 148.438588 \n",
              "L 202.091313 157.925647 \n",
              "L 202.229523 124.720941 \n",
              "L 202.367732 162.669176 \n",
              "L 202.505942 153.182118 \n",
              "L 202.644152 105.746824 \n",
              "L 202.782362 157.925647 \n",
              "L 202.920571 124.720941 \n",
              "L 203.058781 134.208 \n",
              "L 203.196991 191.130353 \n",
              "L 203.47341 115.233882 \n",
              "L 203.61162 124.720941 \n",
              "L 203.749829 110.490353 \n",
              "L 203.888039 148.438588 \n",
              "L 204.164458 105.746824 \n",
              "L 204.302668 143.695059 \n",
              "L 204.440878 148.438588 \n",
              "L 204.717297 105.746824 \n",
              "L 204.993716 153.182118 \n",
              "L 205.270136 181.643294 \n",
              "L 205.684765 124.720941 \n",
              "L 205.822975 143.695059 \n",
              "L 205.961184 129.464471 \n",
              "L 206.099394 157.925647 \n",
              "L 206.375813 157.925647 \n",
              "L 206.514023 119.977412 \n",
              "L 206.652233 229.078588 \n",
              "L 206.928652 101.003294 \n",
              "L 207.205071 138.951529 \n",
              "L 207.343281 115.233882 \n",
              "L 207.481491 119.977412 \n",
              "L 207.75791 119.977412 \n",
              "L 208.03433 143.695059 \n",
              "L 208.172539 115.233882 \n",
              "L 208.310749 138.951529 \n",
              "L 208.448959 115.233882 \n",
              "L 208.587168 148.438588 \n",
              "L 208.863588 119.977412 \n",
              "L 209.001797 124.720941 \n",
              "L 209.140007 176.899765 \n",
              "L 209.278217 143.695059 \n",
              "L 209.416426 143.695059 \n",
              "L 209.554636 148.438588 \n",
              "L 209.692846 143.695059 \n",
              "L 209.831055 86.772706 \n",
              "L 209.969265 153.182118 \n",
              "L 210.107475 143.695059 \n",
              "L 210.245684 143.695059 \n",
              "L 210.383894 172.156235 \n",
              "L 210.798523 105.746824 \n",
              "L 210.936733 115.233882 \n",
              "L 211.074943 153.182118 \n",
              "L 211.213152 153.182118 \n",
              "L 211.627781 105.746824 \n",
              "L 211.765991 176.899765 \n",
              "L 212.04241 119.977412 \n",
              "L 212.31883 143.695059 \n",
              "L 212.457039 105.746824 \n",
              "L 212.733459 148.438588 \n",
              "L 212.871668 148.438588 \n",
              "L 213.009878 181.643294 \n",
              "L 213.286297 78.866799 \n",
              "L 213.424507 167.412706 \n",
              "L 213.562717 172.156235 \n",
              "L 213.700927 138.951529 \n",
              "L 213.839136 172.156235 \n",
              "L 213.977346 110.490353 \n",
              "L 214.115556 162.669176 \n",
              "L 214.253765 101.003294 \n",
              "L 214.530185 153.182118 \n",
              "L 214.668394 148.438588 \n",
              "L 215.083023 110.490353 \n",
              "L 215.359443 191.130353 \n",
              "L 215.635862 138.951529 \n",
              "L 215.774072 191.130353 \n",
              "L 215.912281 143.695059 \n",
              "L 216.050491 143.695059 \n",
              "L 216.188701 101.003294 \n",
              "L 216.32691 134.208 \n",
              "L 216.46512 115.233882 \n",
              "L 216.60333 119.977412 \n",
              "L 216.74154 148.438588 \n",
              "L 216.879749 138.951529 \n",
              "L 217.156169 210.104471 \n",
              "L 217.294378 105.746824 \n",
              "L 217.432588 101.003294 \n",
              "L 217.570798 110.490353 \n",
              "L 217.709007 96.259765 \n",
              "L 217.847217 186.386824 \n",
              "L 217.985427 176.899765 \n",
              "L 218.123636 176.899765 \n",
              "L 218.261846 153.182118 \n",
              "L 218.400056 167.412706 \n",
              "L 218.538265 143.695059 \n",
              "L 218.676475 162.669176 \n",
              "L 218.814685 138.951529 \n",
              "L 219.091104 77.285647 \n",
              "L 219.229314 124.720941 \n",
              "L 219.367524 115.233882 \n",
              "L 219.505733 157.925647 \n",
              "L 219.643943 134.208 \n",
              "L 219.782153 157.925647 \n",
              "L 219.920362 91.516235 \n",
              "L 220.058572 105.746824 \n",
              "L 220.334991 176.899765 \n",
              "L 220.611411 119.977412 \n",
              "L 220.74962 115.233882 \n",
              "L 220.88783 119.977412 \n",
              "L 221.02604 157.925647 \n",
              "L 221.164249 134.208 \n",
              "L 221.302459 176.899765 \n",
              "L 221.440669 115.233882 \n",
              "L 221.578878 143.695059 \n",
              "L 221.717088 205.360941 \n",
              "L 221.855298 186.386824 \n",
              "L 222.131717 119.977412 \n",
              "L 222.269927 167.412706 \n",
              "L 222.546346 82.029176 \n",
              "L 222.822766 167.412706 \n",
              "L 223.099185 115.233882 \n",
              "L 223.237395 129.464471 \n",
              "L 223.375604 129.464471 \n",
              "L 223.513814 153.182118 \n",
              "L 223.652024 105.746824 \n",
              "L 223.790233 176.899765 \n",
              "L 223.928443 96.259765 \n",
              "L 224.066653 176.899765 \n",
              "L 224.343072 129.464471 \n",
              "L 224.481282 157.925647 \n",
              "L 224.619491 124.720941 \n",
              "L 224.757701 124.720941 \n",
              "L 224.895911 167.412706 \n",
              "L 225.17233 138.951529 \n",
              "L 225.31054 153.182118 \n",
              "L 225.586959 86.772706 \n",
              "L 225.725169 148.438588 \n",
              "L 226.001588 124.720941 \n",
              "L 226.139798 119.977412 \n",
              "L 226.278008 105.746824 \n",
              "L 226.554427 167.412706 \n",
              "L 226.692637 143.695059 \n",
              "L 226.969056 162.669176 \n",
              "L 227.107266 167.412706 \n",
              "L 227.245475 148.438588 \n",
              "L 227.383685 148.438588 \n",
              "L 227.521895 172.156235 \n",
              "L 227.936524 124.720941 \n",
              "L 228.212943 148.438588 \n",
              "L 228.351153 181.643294 \n",
              "L 228.489363 129.464471 \n",
              "L 228.627572 129.464471 \n",
              "L 228.765782 124.720941 \n",
              "L 229.042201 186.386824 \n",
              "L 229.180411 129.464471 \n",
              "L 229.318621 148.438588 \n",
              "L 229.45683 138.951529 \n",
              "L 229.59504 110.490353 \n",
              "L 229.73325 134.208 \n",
              "L 229.871459 96.259765 \n",
              "L 230.009669 101.003294 \n",
              "L 230.147879 167.412706 \n",
              "L 230.286088 153.182118 \n",
              "L 230.424298 191.130353 \n",
              "L 230.700718 124.720941 \n",
              "L 230.838927 124.720941 \n",
              "L 231.115347 176.899765 \n",
              "L 231.253556 214.848 \n",
              "L 231.529976 129.464471 \n",
              "L 231.668185 176.899765 \n",
              "L 231.944605 96.259765 \n",
              "L 232.082814 134.208 \n",
              "L 232.221024 124.720941 \n",
              "L 232.359234 124.720941 \n",
              "L 232.497443 82.029176 \n",
              "L 232.635653 129.464471 \n",
              "L 232.773863 96.259765 \n",
              "L 232.912072 157.925647 \n",
              "L 233.050282 115.233882 \n",
              "L 233.188492 143.695059 \n",
              "L 233.326701 115.233882 \n",
              "L 233.603121 157.925647 \n",
              "L 233.741331 157.925647 \n",
              "L 233.87954 91.516235 \n",
              "L 234.01775 162.669176 \n",
              "L 234.15596 148.438588 \n",
              "L 234.294169 119.977412 \n",
              "L 234.432379 115.233882 \n",
              "L 234.570589 176.899765 \n",
              "L 234.708798 148.438588 \n",
              "L 234.847008 153.182118 \n",
              "L 234.985218 205.360941 \n",
              "L 235.123427 186.386824 \n",
              "L 235.261637 148.438588 \n",
              "L 235.399847 143.695059 \n",
              "L 235.538056 167.412706 \n",
              "L 235.676266 129.464471 \n",
              "L 235.814476 162.669176 \n",
              "L 235.952685 138.951529 \n",
              "L 236.090895 172.156235 \n",
              "L 236.229105 91.516235 \n",
              "L 236.643734 167.412706 \n",
              "L 236.781944 157.925647 \n",
              "L 236.920153 72.542118 \n",
              "L 237.196573 153.182118 \n",
              "L 237.334782 115.233882 \n",
              "L 237.749411 157.925647 \n",
              "L 237.887621 124.720941 \n",
              "L 238.30225 176.899765 \n",
              "L 238.44046 138.951529 \n",
              "L 238.578669 153.182118 \n",
              "L 238.716879 138.951529 \n",
              "L 238.855089 101.003294 \n",
              "L 239.131508 143.695059 \n",
              "L 239.269718 229.078588 \n",
              "L 239.546137 115.233882 \n",
              "L 239.684347 200.617412 \n",
              "L 239.960766 157.925647 \n",
              "L 240.098976 195.873882 \n",
              "L 240.237186 110.490353 \n",
              "L 240.375395 143.695059 \n",
              "L 240.651815 119.977412 \n",
              "L 240.790024 119.977412 \n",
              "L 241.066444 134.208 \n",
              "L 241.204653 129.464471 \n",
              "L 241.342863 134.208 \n",
              "L 241.481073 101.003294 \n",
              "L 241.757492 124.720941 \n",
              "L 242.033912 148.438588 \n",
              "L 242.172121 119.977412 \n",
              "L 242.310331 115.233882 \n",
              "L 242.448541 119.977412 \n",
              "L 242.58675 91.516235 \n",
              "L 242.72496 153.182118 \n",
              "L 242.86317 143.695059 \n",
              "L 243.001379 105.746824 \n",
              "L 243.139589 200.617412 \n",
              "L 243.277799 134.208 \n",
              "L 243.416008 134.208 \n",
              "L 243.554218 157.925647 \n",
              "L 243.692428 134.208 \n",
              "L 243.830637 138.951529 \n",
              "L 243.968847 105.746824 \n",
              "L 244.245266 138.951529 \n",
              "L 244.383476 124.720941 \n",
              "L 244.521686 195.873882 \n",
              "L 244.659896 105.746824 \n",
              "L 244.798105 162.669176 \n",
              "L 244.936315 119.977412 \n",
              "L 245.074525 205.360941 \n",
              "L 245.212734 129.464471 \n",
              "L 245.350944 148.438588 \n",
              "L 245.489154 129.464471 \n",
              "L 245.627363 181.643294 \n",
              "L 245.765573 110.490353 \n",
              "L 245.903783 143.695059 \n",
              "L 246.041992 119.977412 \n",
              "L 246.180202 134.208 \n",
              "L 246.318412 96.259765 \n",
              "L 246.456621 157.925647 \n",
              "L 246.594831 129.464471 \n",
              "L 246.733041 157.925647 \n",
              "L 246.87125 153.182118 \n",
              "L 247.00946 153.182118 \n",
              "L 247.14767 138.951529 \n",
              "L 247.285879 138.951529 \n",
              "L 247.424089 134.208 \n",
              "L 247.562299 172.156235 \n",
              "L 247.700509 78.866799 \n",
              "L 247.838718 96.259765 \n",
              "L 247.976928 129.464471 \n",
              "L 248.115138 110.490353 \n",
              "L 248.253347 115.233882 \n",
              "L 248.391557 110.490353 \n",
              "L 248.529767 134.208 \n",
              "L 248.667976 129.464471 \n",
              "L 248.806186 129.464471 \n",
              "L 248.944396 124.720941 \n",
              "L 249.082605 162.669176 \n",
              "L 249.359025 115.233882 \n",
              "L 249.497234 138.951529 \n",
              "L 249.635444 129.464471 \n",
              "L 249.773654 167.412706 \n",
              "L 249.911863 134.208 \n",
              "L 250.050073 148.438588 \n",
              "L 250.188283 115.233882 \n",
              "L 250.326493 172.156235 \n",
              "L 250.741122 129.464471 \n",
              "L 250.879331 153.182118 \n",
              "L 251.017541 119.977412 \n",
              "L 251.155751 119.977412 \n",
              "L 251.29396 172.156235 \n",
              "L 251.43217 124.720941 \n",
              "L 251.57038 148.438588 \n",
              "L 251.708589 134.208 \n",
              "L 251.846799 162.669176 \n",
              "L 251.985009 157.925647 \n",
              "L 252.123218 119.977412 \n",
              "L 252.261428 138.951529 \n",
              "L 252.399638 86.772706 \n",
              "L 252.537847 138.951529 \n",
              "L 252.676057 96.259765 \n",
              "L 252.814267 143.695059 \n",
              "L 252.952476 96.259765 \n",
              "L 253.090686 143.695059 \n",
              "L 253.228896 124.720941 \n",
              "L 253.367106 138.951529 \n",
              "L 253.505315 181.643294 \n",
              "L 253.643525 115.233882 \n",
              "L 253.781735 153.182118 \n",
              "L 253.919944 96.259765 \n",
              "L 254.058154 167.412706 \n",
              "L 254.196364 129.464471 \n",
              "L 254.334573 181.643294 \n",
              "L 254.472783 172.156235 \n",
              "L 254.610993 124.720941 \n",
              "L 255.025622 138.951529 \n",
              "L 255.163831 101.003294 \n",
              "L 255.302041 157.925647 \n",
              "L 255.440251 153.182118 \n",
              "L 255.57846 138.951529 \n",
              "L 255.71667 138.951529 \n",
              "L 255.85488 191.130353 \n",
              "L 255.99309 101.003294 \n",
              "L 256.131299 138.951529 \n",
              "L 256.269509 96.259765 \n",
              "L 256.545928 119.977412 \n",
              "L 256.684138 124.720941 \n",
              "L 256.822348 96.259765 \n",
              "L 256.960557 91.516235 \n",
              "L 257.098767 138.951529 \n",
              "L 257.236977 129.464471 \n",
              "L 257.375186 143.695059 \n",
              "L 257.513396 129.464471 \n",
              "L 257.789815 167.412706 \n",
              "L 257.928025 96.259765 \n",
              "L 258.204444 148.438588 \n",
              "L 258.480864 115.233882 \n",
              "L 258.757283 129.464471 \n",
              "L 258.895493 181.643294 \n",
              "L 259.033703 129.464471 \n",
              "L 259.171912 162.669176 \n",
              "L 259.310122 134.208 \n",
              "L 259.448332 162.669176 \n",
              "L 259.586541 124.720941 \n",
              "L 259.724751 162.669176 \n",
              "L 260.00117 124.720941 \n",
              "L 260.13938 67.798588 \n",
              "L 260.415799 148.438588 \n",
              "L 260.692219 110.490353 \n",
              "L 260.830428 119.977412 \n",
              "L 260.968638 157.925647 \n",
              "L 261.106848 115.233882 \n",
              "L 261.245057 167.412706 \n",
              "L 261.383267 162.669176 \n",
              "L 261.521477 110.490353 \n",
              "L 261.659687 110.490353 \n",
              "L 261.797896 82.029176 \n",
              "L 262.074316 167.412706 \n",
              "L 262.212525 91.516235 \n",
              "L 262.350735 105.746824 \n",
              "L 262.488945 148.438588 \n",
              "L 262.627154 124.720941 \n",
              "L 262.765364 124.720941 \n",
              "L 262.903574 115.233882 \n",
              "L 263.041783 124.720941 \n",
              "L 263.179993 96.259765 \n",
              "L 263.318203 143.695059 \n",
              "L 263.456412 110.490353 \n",
              "L 263.594622 129.464471 \n",
              "L 263.871041 86.772706 \n",
              "L 264.009251 148.438588 \n",
              "L 264.28567 129.464471 \n",
              "L 264.42388 138.951529 \n",
              "L 264.56209 181.643294 \n",
              "L 264.7003 138.951529 \n",
              "L 264.976719 186.386824 \n",
              "L 265.114929 86.772706 \n",
              "L 265.253138 119.977412 \n",
              "L 265.391348 119.977412 \n",
              "L 265.529558 176.899765 \n",
              "L 265.667767 105.746824 \n",
              "L 265.944187 129.464471 \n",
              "L 266.220606 157.925647 \n",
              "L 266.497025 134.208 \n",
              "L 266.635235 138.951529 \n",
              "L 266.773445 105.746824 \n",
              "L 267.049864 153.182118 \n",
              "L 267.188074 176.899765 \n",
              "L 267.326284 138.951529 \n",
              "L 267.464493 138.951529 \n",
              "L 267.602703 105.746824 \n",
              "L 267.740913 162.669176 \n",
              "L 267.879122 153.182118 \n",
              "L 268.017332 162.669176 \n",
              "L 268.155542 143.695059 \n",
              "L 268.293751 176.899765 \n",
              "L 268.570171 119.977412 \n",
              "L 268.84659 153.182118 \n",
              "L 268.9848 91.516235 \n",
              "L 269.261219 148.438588 \n",
              "L 269.675848 82.029176 \n",
              "L 269.814058 119.977412 \n",
              "L 269.952268 124.720941 \n",
              "L 270.090477 115.233882 \n",
              "L 270.228687 143.695059 \n",
              "L 270.366897 124.720941 \n",
              "L 270.643316 195.873882 \n",
              "L 270.781526 124.720941 \n",
              "L 270.919735 162.669176 \n",
              "L 271.196155 96.259765 \n",
              "L 271.334364 96.259765 \n",
              "L 271.472574 115.233882 \n",
              "L 271.610784 105.746824 \n",
              "L 271.748993 115.233882 \n",
              "L 271.887203 134.208 \n",
              "L 272.025413 115.233882 \n",
              "L 272.163622 181.643294 \n",
              "L 272.301832 119.977412 \n",
              "L 272.440042 143.695059 \n",
              "L 272.578251 143.695059 \n",
              "L 272.716461 96.259765 \n",
              "L 273.2693 176.899765 \n",
              "L 273.545719 129.464471 \n",
              "L 273.683929 134.208 \n",
              "L 273.822139 186.386824 \n",
              "L 273.960348 110.490353 \n",
              "L 274.098558 96.259765 \n",
              "L 274.236768 138.951529 \n",
              "L 274.374977 129.464471 \n",
              "L 274.513187 101.003294 \n",
              "L 274.651397 172.156235 \n",
              "L 274.789606 124.720941 \n",
              "L 274.927816 143.695059 \n",
              "L 275.066026 119.977412 \n",
              "L 275.342445 157.925647 \n",
              "L 275.480655 86.772706 \n",
              "L 275.895284 148.438588 \n",
              "L 276.171703 96.259765 \n",
              "L 276.586332 153.182118 \n",
              "L 276.724542 110.490353 \n",
              "L 276.862752 124.720941 \n",
              "L 277.000961 157.925647 \n",
              "L 277.139171 119.977412 \n",
              "L 277.41559 138.951529 \n",
              "L 277.5538 176.899765 \n",
              "L 277.69201 148.438588 \n",
              "L 277.830219 91.516235 \n",
              "L 277.968429 101.003294 \n",
              "L 278.106639 205.360941 \n",
              "L 278.244848 129.464471 \n",
              "L 278.383058 148.438588 \n",
              "L 278.659478 82.029176 \n",
              "L 278.797687 115.233882 \n",
              "L 278.935897 181.643294 \n",
              "L 279.212316 110.490353 \n",
              "L 279.488736 186.386824 \n",
              "L 279.626945 86.772706 \n",
              "L 279.765155 134.208 \n",
              "L 279.903365 119.977412 \n",
              "L 280.041574 119.977412 \n",
              "L 280.317994 153.182118 \n",
              "L 280.456203 148.438588 \n",
              "L 280.594413 153.182118 \n",
              "L 280.732623 119.977412 \n",
              "L 280.870832 153.182118 \n",
              "L 281.009042 148.438588 \n",
              "L 281.147252 124.720941 \n",
              "L 281.285462 148.438588 \n",
              "L 281.423671 124.720941 \n",
              "L 281.561881 124.720941 \n",
              "L 281.700091 148.438588 \n",
              "L 281.8383 148.438588 \n",
              "L 281.97651 157.925647 \n",
              "L 282.252929 134.208 \n",
              "L 282.391139 77.285647 \n",
              "L 282.529349 129.464471 \n",
              "L 282.805768 110.490353 \n",
              "L 282.943978 186.386824 \n",
              "L 283.082187 138.951529 \n",
              "L 283.220397 157.925647 \n",
              "L 283.496816 105.746824 \n",
              "L 283.635026 153.182118 \n",
              "L 283.911445 101.003294 \n",
              "L 284.049655 119.977412 \n",
              "L 284.187865 119.977412 \n",
              "L 284.326075 72.542118 \n",
              "L 284.464284 105.746824 \n",
              "L 284.602494 105.746824 \n",
              "L 284.740704 129.464471 \n",
              "L 284.878913 129.464471 \n",
              "L 285.017123 143.695059 \n",
              "L 285.155333 119.977412 \n",
              "L 285.293542 153.182118 \n",
              "L 285.569962 91.516235 \n",
              "L 285.708171 186.386824 \n",
              "L 285.846381 115.233882 \n",
              "L 286.1228 143.695059 \n",
              "L 286.26101 124.720941 \n",
              "L 286.39922 195.873882 \n",
              "L 286.537429 162.669176 \n",
              "L 286.675639 162.669176 \n",
              "L 286.813849 124.720941 \n",
              "L 286.952059 138.951529 \n",
              "L 287.090268 105.746824 \n",
              "L 287.228478 138.951529 \n",
              "L 287.504897 110.490353 \n",
              "L 287.643107 115.233882 \n",
              "L 287.781317 157.925647 \n",
              "L 287.919526 66.217436 \n",
              "L 288.195946 148.438588 \n",
              "L 288.472365 148.438588 \n",
              "L 288.610575 129.464471 \n",
              "L 288.748784 162.669176 \n",
              "L 288.886994 153.182118 \n",
              "L 289.163413 110.490353 \n",
              "L 289.301623 162.669176 \n",
              "L 289.439833 105.746824 \n",
              "L 289.578042 162.669176 \n",
              "L 289.854462 129.464471 \n",
              "L 289.992672 115.233882 \n",
              "L 290.130881 143.695059 \n",
              "L 290.269091 210.104471 \n",
              "L 290.54551 67.798588 \n",
              "L 290.68372 115.233882 \n",
              "L 290.82193 101.003294 \n",
              "L 290.960139 157.925647 \n",
              "L 291.098349 153.182118 \n",
              "L 291.236559 129.464471 \n",
              "L 291.374768 129.464471 \n",
              "L 291.512978 157.925647 \n",
              "L 291.651188 91.516235 \n",
              "L 291.789397 143.695059 \n",
              "L 292.065817 101.003294 \n",
              "L 292.342236 129.464471 \n",
              "L 292.480446 138.951529 \n",
              "L 292.618656 96.259765 \n",
              "L 292.895075 162.669176 \n",
              "L 293.033285 101.003294 \n",
              "L 293.171494 110.490353 \n",
              "L 293.309704 176.899765 \n",
              "L 293.447914 110.490353 \n",
              "L 293.586123 134.208 \n",
              "L 293.724333 105.746824 \n",
              "L 294.000752 153.182118 \n",
              "L 294.138962 134.208 \n",
              "L 294.277172 148.438588 \n",
              "L 294.415381 134.208 \n",
              "L 294.553591 148.438588 \n",
              "L 294.691801 105.746824 \n",
              "L 294.96822 134.208 \n",
              "L 295.10643 91.516235 \n",
              "L 295.244639 86.772706 \n",
              "L 295.382849 143.695059 \n",
              "L 295.521059 82.029176 \n",
              "L 295.659269 134.208 \n",
              "L 295.797478 105.746824 \n",
              "L 295.935688 172.156235 \n",
              "L 296.073898 138.951529 \n",
              "L 296.212107 162.669176 \n",
              "L 296.350317 134.208 \n",
              "L 296.488527 129.464471 \n",
              "L 296.626736 82.029176 \n",
              "L 296.764946 115.233882 \n",
              "L 296.903156 105.746824 \n",
              "L 297.041365 105.746824 \n",
              "L 297.317785 176.899765 \n",
              "L 297.594204 82.029176 \n",
              "L 297.732414 91.516235 \n",
              "L 298.008833 157.925647 \n",
              "L 298.147043 110.490353 \n",
              "L 298.285253 153.182118 \n",
              "L 298.423462 105.746824 \n",
              "L 298.561672 148.438588 \n",
              "L 298.699882 115.233882 \n",
              "L 298.838091 134.208 \n",
              "L 298.976301 124.720941 \n",
              "L 299.114511 138.951529 \n",
              "L 299.25272 134.208 \n",
              "L 299.39093 172.156235 \n",
              "L 299.667349 91.516235 \n",
              "L 299.805559 162.669176 \n",
              "L 299.943769 129.464471 \n",
              "L 300.081978 124.720941 \n",
              "L 300.220188 129.464471 \n",
              "L 300.358398 124.720941 \n",
              "L 300.496607 110.490353 \n",
              "L 300.634817 143.695059 \n",
              "L 300.773027 138.951529 \n",
              "L 300.911237 110.490353 \n",
              "L 301.049446 167.412706 \n",
              "L 301.187656 138.951529 \n",
              "L 301.325866 138.951529 \n",
              "L 301.464075 119.977412 \n",
              "L 301.740495 143.695059 \n",
              "L 301.878704 119.977412 \n",
              "L 302.016914 134.208 \n",
              "L 302.155124 124.720941 \n",
              "L 302.293333 138.951529 \n",
              "L 302.431543 86.772706 \n",
              "L 302.569753 148.438588 \n",
              "L 302.707962 148.438588 \n",
              "L 302.846172 167.412706 \n",
              "L 302.984382 129.464471 \n",
              "L 303.260801 143.695059 \n",
              "L 303.399011 105.746824 \n",
              "L 303.53722 110.490353 \n",
              "L 303.67543 134.208 \n",
              "L 303.81364 96.259765 \n",
              "L 303.95185 96.259765 \n",
              "L 304.090059 101.003294 \n",
              "L 304.228269 96.259765 \n",
              "L 304.504688 157.925647 \n",
              "L 304.642898 110.490353 \n",
              "L 304.781108 129.464471 \n",
              "L 304.919317 119.977412 \n",
              "L 305.057527 138.951529 \n",
              "L 305.333946 110.490353 \n",
              "L 305.610366 134.208 \n",
              "L 305.748575 82.029176 \n",
              "L 306.024995 167.412706 \n",
              "L 306.301414 86.772706 \n",
              "L 306.439624 110.490353 \n",
              "L 306.577834 86.772706 \n",
              "L 306.716043 134.208 \n",
              "L 306.854253 119.977412 \n",
              "L 306.992463 153.182118 \n",
              "L 307.130672 101.003294 \n",
              "L 307.268882 101.003294 \n",
              "L 307.545301 119.977412 \n",
              "L 307.683511 129.464471 \n",
              "L 307.821721 101.003294 \n",
              "L 307.95993 129.464471 \n",
              "L 308.09814 129.464471 \n",
              "L 308.23635 119.977412 \n",
              "L 308.374559 129.464471 \n",
              "L 308.512769 119.977412 \n",
              "L 308.650979 119.977412 \n",
              "L 308.927398 186.386824 \n",
              "L 309.065608 124.720941 \n",
              "L 309.203817 134.208 \n",
              "L 309.342027 134.208 \n",
              "L 309.480237 110.490353 \n",
              "L 309.618447 115.233882 \n",
              "L 309.756656 91.516235 \n",
              "L 310.033076 157.925647 \n",
              "L 310.309495 115.233882 \n",
              "L 310.447705 172.156235 \n",
              "L 310.724124 110.490353 \n",
              "L 310.862334 153.182118 \n",
              "L 311.000543 129.464471 \n",
              "L 311.138753 153.182118 \n",
              "L 311.415172 82.029176 \n",
              "L 311.553382 77.285647 \n",
              "L 311.691592 138.951529 \n",
              "L 311.829801 110.490353 \n",
              "L 311.968011 119.977412 \n",
              "L 312.106221 105.746824 \n",
              "L 312.244431 119.977412 \n",
              "L 312.38264 167.412706 \n",
              "L 312.52085 153.182118 \n",
              "L 312.65906 115.233882 \n",
              "L 312.797269 153.182118 \n",
              "L 312.935479 115.233882 \n",
              "L 313.073689 115.233882 \n",
              "L 313.211898 143.695059 \n",
              "L 313.350108 115.233882 \n",
              "L 313.488318 138.951529 \n",
              "L 313.626527 129.464471 \n",
              "L 313.764737 67.798588 \n",
              "L 313.902947 124.720941 \n",
              "L 314.041156 119.977412 \n",
              "L 314.179366 143.695059 \n",
              "L 314.317576 115.233882 \n",
              "L 314.455785 119.977412 \n",
              "L 314.593995 157.925647 \n",
              "L 314.732205 115.233882 \n",
              "L 314.870414 148.438588 \n",
              "L 315.008624 148.438588 \n",
              "L 315.146834 119.977412 \n",
              "L 315.285044 124.720941 \n",
              "L 315.423253 115.233882 \n",
              "L 315.699673 167.412706 \n",
              "L 315.976092 96.259765 \n",
              "L 316.114302 101.003294 \n",
              "L 316.390721 148.438588 \n",
              "L 316.528931 115.233882 \n",
              "L 316.66714 119.977412 \n",
              "L 316.80535 138.951529 \n",
              "L 316.94356 115.233882 \n",
              "L 317.081769 176.899765 \n",
              "L 317.219979 129.464471 \n",
              "L 317.358189 143.695059 \n",
              "L 317.496398 134.208 \n",
              "L 317.634608 176.899765 \n",
              "L 317.911028 96.259765 \n",
              "L 318.049237 115.233882 \n",
              "L 318.187447 110.490353 \n",
              "L 318.325657 96.259765 \n",
              "L 318.463866 172.156235 \n",
              "L 318.740286 82.029176 \n",
              "L 319.016705 134.208 \n",
              "L 319.154915 138.951529 \n",
              "L 319.293124 129.464471 \n",
              "L 319.431334 53.568 \n",
              "L 319.569544 129.464471 \n",
              "L 319.845963 91.516235 \n",
              "L 319.984173 148.438588 \n",
              "L 320.122382 101.003294 \n",
              "L 320.260592 105.746824 \n",
              "L 320.398802 143.695059 \n",
              "L 320.537011 72.542118 \n",
              "L 320.675221 186.386824 \n",
              "L 320.813431 119.977412 \n",
              "L 320.951641 157.925647 \n",
              "L 321.08985 96.259765 \n",
              "L 321.36627 110.490353 \n",
              "L 321.504479 91.516235 \n",
              "L 321.642689 124.720941 \n",
              "L 321.780899 101.003294 \n",
              "L 322.057318 148.438588 \n",
              "L 322.195528 148.438588 \n",
              "L 322.333737 119.977412 \n",
              "L 322.471947 119.977412 \n",
              "L 322.610157 124.720941 \n",
              "L 322.748366 148.438588 \n",
              "L 323.024786 91.516235 \n",
              "L 323.162995 110.490353 \n",
              "L 323.301205 105.746824 \n",
              "L 323.439415 115.233882 \n",
              "L 323.577625 110.490353 \n",
              "L 323.715834 129.464471 \n",
              "L 323.854044 167.412706 \n",
              "L 323.992254 91.516235 \n",
              "L 324.130463 191.130353 \n",
              "L 324.268673 115.233882 \n",
              "L 324.406883 157.925647 \n",
              "L 324.683302 119.977412 \n",
              "L 324.821512 148.438588 \n",
              "L 324.959721 105.746824 \n",
              "L 325.097931 138.951529 \n",
              "L 325.236141 82.029176 \n",
              "L 325.51256 143.695059 \n",
              "L 325.65077 91.516235 \n",
              "L 325.788979 143.695059 \n",
              "L 325.927189 119.977412 \n",
              "L 326.065399 129.464471 \n",
              "L 326.203608 115.233882 \n",
              "L 326.341818 172.156235 \n",
              "L 326.480028 115.233882 \n",
              "L 326.756447 105.746824 \n",
              "L 327.032867 129.464471 \n",
              "L 327.171076 63.055059 \n",
              "L 327.447496 157.925647 \n",
              "L 327.585705 176.899765 \n",
              "L 327.723915 67.798588 \n",
              "L 327.862125 129.464471 \n",
              "L 328.000334 129.464471 \n",
              "L 328.138544 86.772706 \n",
              "L 328.276754 176.899765 \n",
              "L 328.414963 129.464471 \n",
              "L 328.553173 138.951529 \n",
              "L 328.691383 210.104471 \n",
              "L 328.829592 148.438588 \n",
              "L 328.967802 172.156235 \n",
              "L 329.106012 91.516235 \n",
              "L 329.382431 157.925647 \n",
              "L 329.520641 129.464471 \n",
              "L 329.658851 148.438588 \n",
              "L 329.79706 105.746824 \n",
              "L 329.93527 115.233882 \n",
              "L 330.07348 167.412706 \n",
              "L 330.211689 119.977412 \n",
              "L 330.349899 153.182118 \n",
              "L 330.626318 91.516235 \n",
              "L 330.764528 91.516235 \n",
              "L 331.040947 124.720941 \n",
              "L 331.179157 119.977412 \n",
              "L 331.317367 134.208 \n",
              "L 331.455576 200.617412 \n",
              "L 331.593786 129.464471 \n",
              "L 331.870206 129.464471 \n",
              "L 332.008415 153.182118 \n",
              "L 332.146625 138.951529 \n",
              "L 332.284835 138.951529 \n",
              "L 332.561254 96.259765 \n",
              "L 332.699464 153.182118 \n",
              "L 332.975883 96.259765 \n",
              "L 333.114093 110.490353 \n",
              "L 333.252302 153.182118 \n",
              "L 333.390512 153.182118 \n",
              "L 333.528722 105.746824 \n",
              "L 333.666931 162.669176 \n",
              "L 333.805141 119.977412 \n",
              "L 333.943351 148.438588 \n",
              "L 334.08156 124.720941 \n",
              "L 334.21977 63.055059 \n",
              "L 334.35798 143.695059 \n",
              "L 334.496189 105.746824 \n",
              "L 334.634399 129.464471 \n",
              "L 334.772609 124.720941 \n",
              "L 335.049028 82.029176 \n",
              "L 335.187238 143.695059 \n",
              "L 335.463657 129.464471 \n",
              "L 335.601867 91.516235 \n",
              "L 335.740077 101.003294 \n",
              "L 336.016496 134.208 \n",
              "L 336.292915 110.490353 \n",
              "L 336.431125 186.386824 \n",
              "L 336.707544 105.746824 \n",
              "L 337.122173 191.130353 \n",
              "L 337.260383 77.285647 \n",
              "L 337.398593 148.438588 \n",
              "L 337.536803 157.925647 \n",
              "L 337.675012 143.695059 \n",
              "L 337.813222 153.182118 \n",
              "L 337.951432 148.438588 \n",
              "L 338.089641 138.951529 \n",
              "L 338.227851 105.746824 \n",
              "L 338.366061 129.464471 \n",
              "L 338.50427 191.130353 \n",
              "L 338.78069 67.798588 \n",
              "L 339.057109 138.951529 \n",
              "L 339.333528 129.464471 \n",
              "L 339.471738 129.464471 \n",
              "L 339.609948 134.208 \n",
              "L 339.748157 153.182118 \n",
              "L 339.886367 110.490353 \n",
              "L 340.024577 148.438588 \n",
              "L 340.300996 124.720941 \n",
              "L 340.439206 105.746824 \n",
              "L 340.577416 129.464471 \n",
              "L 340.715625 124.720941 \n",
              "L 340.853835 143.695059 \n",
              "L 340.992045 129.464471 \n",
              "L 341.130254 134.208 \n",
              "L 341.268464 134.208 \n",
              "L 341.406674 157.925647 \n",
              "L 341.544883 148.438588 \n",
              "L 341.683093 115.233882 \n",
              "L 341.959512 157.925647 \n",
              "L 342.097722 143.695059 \n",
              "L 342.235932 110.490353 \n",
              "L 342.374141 129.464471 \n",
              "L 342.512351 67.798588 \n",
              "L 342.78877 162.669176 \n",
              "L 343.06519 115.233882 \n",
              "L 343.2034 134.208 \n",
              "L 343.341609 101.003294 \n",
              "L 343.618029 148.438588 \n",
              "L 343.894448 96.259765 \n",
              "L 344.032658 172.156235 \n",
              "L 344.309077 119.977412 \n",
              "L 344.447287 186.386824 \n",
              "L 344.585496 181.643294 \n",
              "L 344.861916 153.182118 \n",
              "L 345.000125 157.925647 \n",
              "L 345.138335 181.643294 \n",
              "L 345.276545 78.866799 \n",
              "L 345.552964 138.951529 \n",
              "L 345.691174 82.029176 \n",
              "L 345.829383 143.695059 \n",
              "L 345.967593 129.464471 \n",
              "L 346.105803 67.798588 \n",
              "L 346.244013 110.490353 \n",
              "L 346.382222 110.490353 \n",
              "L 346.520432 82.029176 \n",
              "L 346.796851 153.182118 \n",
              "L 346.935061 143.695059 \n",
              "L 347.073271 115.233882 \n",
              "L 347.21148 148.438588 \n",
              "L 347.34969 91.516235 \n",
              "L 347.4879 91.516235 \n",
              "L 347.626109 176.899765 \n",
              "L 347.902529 119.977412 \n",
              "L 348.178948 153.182118 \n",
              "L 348.317158 124.720941 \n",
              "L 348.455367 134.208 \n",
              "L 348.593577 129.464471 \n",
              "L 348.731787 143.695059 \n",
              "L 348.869997 143.695059 \n",
              "L 349.008206 124.720941 \n",
              "L 349.146416 143.695059 \n",
              "L 349.284626 129.464471 \n",
              "L 349.422835 101.003294 \n",
              "L 349.561045 138.951529 \n",
              "L 349.975674 82.029176 \n",
              "L 350.113884 134.208 \n",
              "L 350.252093 101.003294 \n",
              "L 350.390303 153.182118 \n",
              "L 350.666722 101.003294 \n",
              "L 350.804932 101.003294 \n",
              "L 351.081351 153.182118 \n",
              "L 351.219561 167.412706 \n",
              "L 351.357771 119.977412 \n",
              "L 351.49598 138.951529 \n",
              "L 351.7724 91.516235 \n",
              "L 351.91061 96.259765 \n",
              "L 352.187029 153.182118 \n",
              "L 352.325239 96.259765 \n",
              "L 352.463448 129.464471 \n",
              "L 352.601658 124.720941 \n",
              "L 352.739868 115.233882 \n",
              "L 352.878077 143.695059 \n",
              "L 353.016287 129.464471 \n",
              "L 353.154497 101.003294 \n",
              "L 353.569126 153.182118 \n",
              "L 353.707335 110.490353 \n",
              "L 353.983755 143.695059 \n",
              "L 354.121964 105.746824 \n",
              "L 354.260174 162.669176 \n",
              "L 354.398384 172.156235 \n",
              "L 354.813013 67.798588 \n",
              "L 354.951223 124.720941 \n",
              "L 355.089432 91.516235 \n",
              "L 355.227642 105.746824 \n",
              "L 355.365852 157.925647 \n",
              "L 355.642271 115.233882 \n",
              "L 355.780481 138.951529 \n",
              "L 355.91869 110.490353 \n",
              "L 356.0569 124.720941 \n",
              "L 356.19511 67.798588 \n",
              "L 356.333319 101.003294 \n",
              "L 356.471529 176.899765 \n",
              "L 356.609739 77.285647 \n",
              "L 356.747948 124.720941 \n",
              "L 356.886158 115.233882 \n",
              "L 357.024368 63.055059 \n",
              "L 357.162577 129.464471 \n",
              "L 357.300787 110.490353 \n",
              "L 357.577207 148.438588 \n",
              "L 357.715416 96.259765 \n",
              "L 357.853626 124.720941 \n",
              "L 357.991836 101.003294 \n",
              "L 358.130045 129.464471 \n",
              "L 358.268255 119.977412 \n",
              "L 358.406465 119.977412 \n",
              "L 358.544674 138.951529 \n",
              "L 358.682884 119.977412 \n",
              "L 358.821094 134.208 \n",
              "L 358.959303 119.977412 \n",
              "L 359.097513 134.208 \n",
              "L 359.235723 86.772706 \n",
              "L 359.512142 101.003294 \n",
              "L 359.650352 129.464471 \n",
              "L 360.064981 77.285647 \n",
              "L 360.3414 124.720941 \n",
              "L 360.61782 105.746824 \n",
              "L 360.894239 124.720941 \n",
              "L 361.032449 153.182118 \n",
              "L 361.170658 143.695059 \n",
              "L 361.308868 124.720941 \n",
              "L 361.447078 124.720941 \n",
              "L 361.585287 86.772706 \n",
              "L 361.723497 101.003294 \n",
              "L 361.861707 129.464471 \n",
              "L 361.999916 115.233882 \n",
              "L 362.138126 119.977412 \n",
              "L 362.276336 101.003294 \n",
              "L 362.414545 134.208 \n",
              "L 362.552755 134.208 \n",
              "L 362.690965 129.464471 \n",
              "L 362.829175 134.208 \n",
              "L 362.967384 124.720941 \n",
              "L 363.243804 96.259765 \n",
              "L 363.520223 134.208 \n",
              "L 363.658433 101.003294 \n",
              "L 363.796642 143.695059 \n",
              "L 364.073062 115.233882 \n",
              "L 364.211271 96.259765 \n",
              "L 364.487691 176.899765 \n",
              "L 364.76411 124.720941 \n",
              "L 365.040529 101.003294 \n",
              "L 365.178739 138.951529 \n",
              "L 365.316949 91.516235 \n",
              "L 365.593368 138.951529 \n",
              "L 365.731578 115.233882 \n",
              "L 365.869788 124.720941 \n",
              "L 366.007997 115.233882 \n",
              "L 366.146207 115.233882 \n",
              "L 366.284417 129.464471 \n",
              "L 366.422626 67.798588 \n",
              "L 366.560836 105.746824 \n",
              "L 366.699046 105.746824 \n",
              "L 366.837255 138.951529 \n",
              "L 366.975465 96.259765 \n",
              "L 367.113675 172.156235 \n",
              "L 367.390094 96.259765 \n",
              "L 367.666513 148.438588 \n",
              "L 367.804723 129.464471 \n",
              "L 367.942933 134.208 \n",
              "L 368.081142 143.695059 \n",
              "L 368.357562 105.746824 \n",
              "L 368.495772 138.951529 \n",
              "L 368.633981 124.720941 \n",
              "L 368.910401 77.285647 \n",
              "L 369.18682 105.746824 \n",
              "L 369.32503 101.003294 \n",
              "L 369.463239 148.438588 \n",
              "L 369.601449 105.746824 \n",
              "L 369.739659 129.464471 \n",
              "L 369.877868 115.233882 \n",
              "L 370.016078 143.695059 \n",
              "L 370.292497 110.490353 \n",
              "L 370.430707 124.720941 \n",
              "L 370.568917 124.720941 \n",
              "L 370.707126 143.695059 \n",
              "L 370.845336 138.951529 \n",
              "L 371.121755 96.259765 \n",
              "L 371.259965 129.464471 \n",
              "L 371.398175 101.003294 \n",
              "L 371.536385 157.925647 \n",
              "L 371.674594 119.977412 \n",
              "L 371.812804 143.695059 \n",
              "L 371.951014 110.490353 \n",
              "L 372.227433 148.438588 \n",
              "L 372.365643 110.490353 \n",
              "L 372.503852 134.208 \n",
              "L 372.642062 115.233882 \n",
              "L 372.780272 172.156235 \n",
              "L 372.918481 124.720941 \n",
              "L 373.056691 119.977412 \n",
              "L 373.194901 105.746824 \n",
              "L 373.60953 153.182118 \n",
              "L 373.885949 91.516235 \n",
              "L 374.162369 167.412706 \n",
              "L 374.300578 157.925647 \n",
              "L 374.438788 119.977412 \n",
              "L 374.576998 115.233882 \n",
              "L 374.715207 119.977412 \n",
              "L 374.853417 110.490353 \n",
              "L 374.991627 143.695059 \n",
              "L 375.406256 119.977412 \n",
              "L 375.544465 153.182118 \n",
              "L 375.820885 96.259765 \n",
              "L 376.097304 119.977412 \n",
              "L 376.373723 101.003294 \n",
              "L 376.511933 63.055059 \n",
              "L 376.788352 129.464471 \n",
              "L 376.926562 143.695059 \n",
              "L 377.202982 110.490353 \n",
              "L 377.341191 138.951529 \n",
              "L 377.479401 105.746824 \n",
              "L 377.617611 129.464471 \n",
              "L 377.75582 124.720941 \n",
              "L 377.89403 96.259765 \n",
              "L 378.170449 129.464471 \n",
              "L 378.308659 66.217436 \n",
              "L 378.446869 115.233882 \n",
              "L 378.585078 91.516235 \n",
              "L 378.723288 138.951529 \n",
              "L 378.861498 67.798588 \n",
              "L 378.999707 105.746824 \n",
              "L 379.137917 86.772706 \n",
              "L 379.276127 162.669176 \n",
              "L 379.552546 138.951529 \n",
              "L 379.690756 148.438588 \n",
              "L 379.828966 86.772706 \n",
              "L 379.967175 162.669176 \n",
              "L 380.243595 91.516235 \n",
              "L 380.381804 105.746824 \n",
              "L 380.520014 157.925647 \n",
              "L 380.658224 101.003294 \n",
              "L 380.934643 143.695059 \n",
              "L 381.211062 115.233882 \n",
              "L 381.349272 148.438588 \n",
              "L 381.487482 110.490353 \n",
              "L 381.625691 143.695059 \n",
              "L 381.763901 96.259765 \n",
              "L 381.902111 148.438588 \n",
              "L 382.04032 119.977412 \n",
              "L 382.17853 115.233882 \n",
              "L 382.31674 134.208 \n",
              "L 382.593159 82.029176 \n",
              "L 382.731369 162.669176 \n",
              "L 383.007788 101.003294 \n",
              "L 383.145998 72.542118 \n",
              "L 383.284208 148.438588 \n",
              "L 383.422417 115.233882 \n",
              "L 383.560627 119.977412 \n",
              "L 383.698837 176.899765 \n",
              "L 383.975256 86.772706 \n",
              "L 384.113466 115.233882 \n",
              "L 384.251675 110.490353 \n",
              "L 384.389885 96.259765 \n",
              "L 384.528095 195.873882 \n",
              "L 384.666304 82.029176 \n",
              "L 384.804514 115.233882 \n",
              "L 384.942724 67.798588 \n",
              "L 385.080933 86.772706 \n",
              "L 385.219143 138.951529 \n",
              "L 385.357353 138.951529 \n",
              "L 385.495563 101.003294 \n",
              "L 385.633772 101.003294 \n",
              "L 385.771982 110.490353 \n",
              "L 385.910192 148.438588 \n",
              "L 386.048401 153.182118 \n",
              "L 386.324821 101.003294 \n",
              "L 386.46303 110.490353 \n",
              "L 386.73945 148.438588 \n",
              "L 386.877659 119.977412 \n",
              "L 387.015869 115.233882 \n",
              "L 387.154079 115.233882 \n",
              "L 387.292288 82.029176 \n",
              "L 387.430498 205.360941 \n",
              "L 387.568708 119.977412 \n",
              "L 387.706917 129.464471 \n",
              "L 387.845127 119.977412 \n",
              "L 387.983337 186.386824 \n",
              "L 388.121546 124.720941 \n",
              "L 388.259756 124.720941 \n",
              "L 388.397966 143.695059 \n",
              "L 388.536176 82.029176 \n",
              "L 388.674385 129.464471 \n",
              "L 388.812595 105.746824 \n",
              "L 388.950805 115.233882 \n",
              "L 389.089014 67.798588 \n",
              "L 389.227224 134.208 \n",
              "L 389.365434 138.951529 \n",
              "L 389.503643 148.438588 \n",
              "L 389.641853 138.951529 \n",
              "L 389.780063 115.233882 \n",
              "L 390.056482 143.695059 \n",
              "L 390.332901 105.746824 \n",
              "L 390.609321 129.464471 \n",
              "L 390.74753 115.233882 \n",
              "L 390.88574 134.208 \n",
              "L 391.02395 101.003294 \n",
              "L 391.16216 119.977412 \n",
              "L 391.300369 110.490353 \n",
              "L 391.438579 115.233882 \n",
              "L 391.576789 138.951529 \n",
              "L 391.714998 138.951529 \n",
              "L 391.853208 63.055059 \n",
              "L 391.991418 157.925647 \n",
              "L 392.129627 115.233882 \n",
              "L 392.267837 119.977412 \n",
              "L 392.406047 96.259765 \n",
              "L 392.544256 110.490353 \n",
              "L 392.682466 96.259765 \n",
              "L 392.820676 110.490353 \n",
              "L 392.958885 138.951529 \n",
              "L 393.097095 138.951529 \n",
              "L 393.235305 77.285647 \n",
              "L 393.373514 86.772706 \n",
              "L 393.649934 119.977412 \n",
              "L 393.788144 63.055059 \n",
              "L 394.064563 129.464471 \n",
              "L 394.202773 82.029176 \n",
              "L 394.340982 167.412706 \n",
              "L 394.479192 86.772706 \n",
              "L 394.617402 162.669176 \n",
              "L 394.755611 101.003294 \n",
              "L 394.893821 96.259765 \n",
              "L 395.032031 134.208 \n",
              "L 395.30845 96.259765 \n",
              "L 395.44666 124.720941 \n",
              "L 395.584869 110.490353 \n",
              "L 395.723079 153.182118 \n",
              "L 395.861289 105.746824 \n",
              "L 395.999498 129.464471 \n",
              "L 396.137708 82.029176 \n",
              "L 396.275918 77.285647 \n",
              "L 396.414127 143.695059 \n",
              "L 396.552337 82.029176 \n",
              "L 396.690547 115.233882 \n",
              "L 396.828757 119.977412 \n",
              "L 396.966966 82.029176 \n",
              "L 397.105176 77.285647 \n",
              "L 397.243386 101.003294 \n",
              "L 397.381595 82.029176 \n",
              "L 397.519805 115.233882 \n",
              "L 397.658015 86.772706 \n",
              "L 397.796224 148.438588 \n",
              "L 397.934434 115.233882 \n",
              "L 398.072644 157.925647 \n",
              "L 398.210853 77.285647 \n",
              "L 398.349063 176.899765 \n",
              "L 398.487273 129.464471 \n",
              "L 398.487273 129.464471 \n",
              "\" style=\"fill:none;stroke:#1f77b4;stroke-linecap:square;stroke-width:1.5;\"/>\n",
              "   </g>\n",
              "   <g id=\"patch_3\">\n",
              "    <path d=\"M 57.6 307.584 \n",
              "L 57.6 41.472 \n",
              "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n",
              "   </g>\n",
              "   <g id=\"patch_4\">\n",
              "    <path d=\"M 414.72 307.584 \n",
              "L 414.72 41.472 \n",
              "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n",
              "   </g>\n",
              "   <g id=\"patch_5\">\n",
              "    <path d=\"M 57.6 307.584 \n",
              "L 414.72 307.584 \n",
              "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n",
              "   </g>\n",
              "   <g id=\"patch_6\">\n",
              "    <path d=\"M 57.6 41.472 \n",
              "L 414.72 41.472 \n",
              "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n",
              "   </g>\n",
              "   <g id=\"text_16\">\n",
              "    <!-- training accuracy -->\n",
              "    <g transform=\"translate(183.938437 35.472)scale(0.12 -0.12)\">\n",
              "     <use xlink:href=\"#DejaVuSans-116\"/>\n",
              "     <use x=\"39.208984\" xlink:href=\"#DejaVuSans-114\"/>\n",
              "     <use x=\"80.322266\" xlink:href=\"#DejaVuSans-97\"/>\n",
              "     <use x=\"141.601562\" xlink:href=\"#DejaVuSans-105\"/>\n",
              "     <use x=\"169.384766\" xlink:href=\"#DejaVuSans-110\"/>\n",
              "     <use x=\"232.763672\" xlink:href=\"#DejaVuSans-105\"/>\n",
              "     <use x=\"260.546875\" xlink:href=\"#DejaVuSans-110\"/>\n",
              "     <use x=\"323.925781\" xlink:href=\"#DejaVuSans-103\"/>\n",
              "     <use x=\"387.402344\" xlink:href=\"#DejaVuSans-32\"/>\n",
              "     <use x=\"419.189453\" xlink:href=\"#DejaVuSans-97\"/>\n",
              "     <use x=\"480.46875\" xlink:href=\"#DejaVuSans-99\"/>\n",
              "     <use x=\"535.449219\" xlink:href=\"#DejaVuSans-99\"/>\n",
              "     <use x=\"590.429688\" xlink:href=\"#DejaVuSans-117\"/>\n",
              "     <use x=\"653.808594\" xlink:href=\"#DejaVuSans-114\"/>\n",
              "     <use x=\"694.921875\" xlink:href=\"#DejaVuSans-97\"/>\n",
              "     <use x=\"756.201172\" xlink:href=\"#DejaVuSans-99\"/>\n",
              "     <use x=\"811.181641\" xlink:href=\"#DejaVuSans-121\"/>\n",
              "    </g>\n",
              "   </g>\n",
              "  </g>\n",
              " </g>\n",
              " <defs>\n",
              "  <clipPath id=\"p3a007499c4\">\n",
              "   <rect height=\"266.112\" width=\"357.12\" x=\"57.6\" y=\"41.472\"/>\n",
              "  </clipPath>\n",
              " </defs>\n",
              "</svg>\n",
              "</div>"
            ]
          },
          "metadata": {},
          "output_type" : "display_data"
        },
        {
          "data" : {
            "text/html" : [
              "<div style='width:600px'><?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\n",
              "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n",
              "  \"https://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n",
              "<!-- Created with matplotlib (https://matplotlib.org/) -->\n",
              "<svg height=\"345.6pt\" version=\"1.1\" viewBox=\"0 0 460.8 345.6\" width=\"460.8pt\" xmlns=\"https://www.w3.org/2000/svg\" xmlns:xlink=\"https://www.w3.org/1999/xlink\">\n",
              " <defs>\n",
              "  <style type=\"text/css\">\n",
              "*{stroke-linecap:butt;stroke-linejoin:round;}\n",
              "  </style>\n",
              " </defs>\n",
              " <g id=\"figure_1\">\n",
              "  <g id=\"patch_1\">\n",
              "   <path d=\"M 0 345.6 \n",
              "L 460.8 345.6 \n",
              "L 460.8 0 \n",
              "L 0 0 \n",
              "z\n",
              "\" style=\"fill:#ffffff;\"/>\n",
              "  </g>\n",
              "  <g id=\"axes_1\">\n",
              "   <g id=\"patch_2\">\n",
              "    <path d=\"M 57.6 307.584 \n",
              "L 414.72 307.584 \n",
              "L 414.72 41.472 \n",
              "L 57.6 41.472 \n",
              "z\n",
              "\" style=\"fill:#ffffff;\"/>\n",
              "   </g>\n",
              "   <g id=\"matplotlib.axis_1\">\n",
              "    <g id=\"xtick_1\">\n",
              "     <g id=\"line2d_1\">\n",
              "      <path clip-path=\"url(#p33d72d1af1)\" d=\"M 73.832727 307.584 \n",
              "L 73.832727 41.472 \n",
              "\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n",
              "     </g>\n",
              "     <g id=\"line2d_2\">\n",
              "      <defs>\n",
              "       <path d=\"M 0 0 \n",
              "L 0 3.5 \n",
              "\" id=\"m6b75c68ba7\" style=\"stroke:#000000;stroke-width:0.8;\"/>\n",
              "      </defs>\n",
              "      <g>\n",
              "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"73.832727\" xlink:href=\"#m6b75c68ba7\" y=\"307.584\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "     <g id=\"text_1\">\n",
              "      <!-- 0 -->\n",
              "      <defs>\n",
              "       <path d=\"M 31.78125 66.40625 \n",
              "Q 24.171875 66.40625 20.328125 58.90625 \n",
              "Q 16.5 51.421875 16.5 36.375 \n",
              "Q 16.5 21.390625 20.328125 13.890625 \n",
              "Q 24.171875 6.390625 31.78125 6.390625 \n",
              "Q 39.453125 6.390625 43.28125 13.890625 \n",
              "Q 47.125 21.390625 47.125 36.375 \n",
              "Q 47.125 51.421875 43.28125 58.90625 \n",
              "Q 39.453125 66.40625 31.78125 66.40625 \n",
              "z\n",
              "M 31.78125 74.21875 \n",
              "Q 44.046875 74.21875 50.515625 64.515625 \n",
              "Q 56.984375 54.828125 56.984375 36.375 \n",
              "Q 56.984375 17.96875 50.515625 8.265625 \n",
              "Q 44.046875 -1.421875 31.78125 -1.421875 \n",
              "Q 19.53125 -1.421875 13.0625 8.265625 \n",
              "Q 6.59375 17.96875 6.59375 36.375 \n",
              "Q 6.59375 54.828125 13.0625 64.515625 \n",
              "Q 19.53125 74.21875 31.78125 74.21875 \n",
              "z\n",
              "\" id=\"DejaVuSans-48\"/>\n",
              "      </defs>\n",
              "      <g transform=\"translate(70.651477 322.182437)scale(0.1 -0.1)\">\n",
              "       <use xlink:href=\"#DejaVuSans-48\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "    </g>\n",
              "    <g id=\"xtick_2\">\n",
              "     <g id=\"line2d_3\">\n",
              "      <path clip-path=\"url(#p33d72d1af1)\" d=\"M 114.516254 307.584 \n",
              "L 114.516254 41.472 \n",
              "\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n",
              "     </g>\n",
              "     <g id=\"line2d_4\">\n",
              "      <g>\n",
              "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"114.516254\" xlink:href=\"#m6b75c68ba7\" y=\"307.584\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "     <g id=\"text_2\">\n",
              "      <!-- 50 -->\n",
              "      <defs>\n",
              "       <path d=\"M 10.796875 72.90625 \n",
              "L 49.515625 72.90625 \n",
              "L 49.515625 64.59375 \n",
              "L 19.828125 64.59375 \n",
              "L 19.828125 46.734375 \n",
              "Q 21.96875 47.46875 24.109375 47.828125 \n",
              "Q 26.265625 48.1875 28.421875 48.1875 \n",
              "Q 40.625 48.1875 47.75 41.5 \n",
              "Q 54.890625 34.8125 54.890625 23.390625 \n",
              "Q 54.890625 11.625 47.5625 5.09375 \n",
              "Q 40.234375 -1.421875 26.90625 -1.421875 \n",
              "Q 22.3125 -1.421875 17.546875 -0.640625 \n",
              "Q 12.796875 0.140625 7.71875 1.703125 \n",
              "L 7.71875 11.625 \n",
              "Q 12.109375 9.234375 16.796875 8.0625 \n",
              "Q 21.484375 6.890625 26.703125 6.890625 \n",
              "Q 35.15625 6.890625 40.078125 11.328125 \n",
              "Q 45.015625 15.765625 45.015625 23.390625 \n",
              "Q 45.015625 31 40.078125 35.4375 \n",
              "Q 35.15625 39.890625 26.703125 39.890625 \n",
              "Q 22.75 39.890625 18.8125 39.015625 \n",
              "Q 14.890625 38.140625 10.796875 36.28125 \n",
              "z\n",
              "\" id=\"DejaVuSans-53\"/>\n",
              "      </defs>\n",
              "      <g transform=\"translate(108.153754 322.182437)scale(0.1 -0.1)\">\n",
              "       <use xlink:href=\"#DejaVuSans-53\"/>\n",
              "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "    </g>\n",
              "    <g id=\"xtick_3\">\n",
              "     <g id=\"line2d_5\">\n",
              "      <path clip-path=\"url(#p33d72d1af1)\" d=\"M 155.199781 307.584 \n",
              "L 155.199781 41.472 \n",
              "\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n",
              "     </g>\n",
              "     <g id=\"line2d_6\">\n",
              "      <g>\n",
              "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"155.199781\" xlink:href=\"#m6b75c68ba7\" y=\"307.584\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "     <g id=\"text_3\">\n",
              "      <!-- 100 -->\n",
              "      <defs>\n",
              "       <path d=\"M 12.40625 8.296875 \n",
              "L 28.515625 8.296875 \n",
              "L 28.515625 63.921875 \n",
              "L 10.984375 60.40625 \n",
              "L 10.984375 69.390625 \n",
              "L 28.421875 72.90625 \n",
              "L 38.28125 72.90625 \n",
              "L 38.28125 8.296875 \n",
              "L 54.390625 8.296875 \n",
              "L 54.390625 0 \n",
              "L 12.40625 0 \n",
              "z\n",
              "\" id=\"DejaVuSans-49\"/>\n",
              "      </defs>\n",
              "      <g transform=\"translate(145.656031 322.182437)scale(0.1 -0.1)\">\n",
              "       <use xlink:href=\"#DejaVuSans-49\"/>\n",
              "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n",
              "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "    </g>\n",
              "    <g id=\"xtick_4\">\n",
              "     <g id=\"line2d_7\">\n",
              "      <path clip-path=\"url(#p33d72d1af1)\" d=\"M 195.883308 307.584 \n",
              "L 195.883308 41.472 \n",
              "\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n",
              "     </g>\n",
              "     <g id=\"line2d_8\">\n",
              "      <g>\n",
              "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"195.883308\" xlink:href=\"#m6b75c68ba7\" y=\"307.584\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "     <g id=\"text_4\">\n",
              "      <!-- 150 -->\n",
              "      <g transform=\"translate(186.339558 322.182437)scale(0.1 -0.1)\">\n",
              "       <use xlink:href=\"#DejaVuSans-49\"/>\n",
              "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\n",
              "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "    </g>\n",
              "    <g id=\"xtick_5\">\n",
              "     <g id=\"line2d_9\">\n",
              "      <path clip-path=\"url(#p33d72d1af1)\" d=\"M 236.566835 307.584 \n",
              "L 236.566835 41.472 \n",
              "\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n",
              "     </g>\n",
              "     <g id=\"line2d_10\">\n",
              "      <g>\n",
              "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"236.566835\" xlink:href=\"#m6b75c68ba7\" y=\"307.584\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "     <g id=\"text_5\">\n",
              "      <!-- 200 -->\n",
              "      <defs>\n",
              "       <path d=\"M 19.1875 8.296875 \n",
              "L 53.609375 8.296875 \n",
              "L 53.609375 0 \n",
              "L 7.328125 0 \n",
              "L 7.328125 8.296875 \n",
              "Q 12.9375 14.109375 22.625 23.890625 \n",
              "Q 32.328125 33.6875 34.8125 36.53125 \n",
              "Q 39.546875 41.84375 41.421875 45.53125 \n",
              "Q 43.3125 49.21875 43.3125 52.78125 \n",
              "Q 43.3125 58.59375 39.234375 62.25 \n",
              "Q 35.15625 65.921875 28.609375 65.921875 \n",
              "Q 23.96875 65.921875 18.8125 64.3125 \n",
              "Q 13.671875 62.703125 7.8125 59.421875 \n",
              "L 7.8125 69.390625 \n",
              "Q 13.765625 71.78125 18.9375 73 \n",
              "Q 24.125 74.21875 28.421875 74.21875 \n",
              "Q 39.75 74.21875 46.484375 68.546875 \n",
              "Q 53.21875 62.890625 53.21875 53.421875 \n",
              "Q 53.21875 48.921875 51.53125 44.890625 \n",
              "Q 49.859375 40.875 45.40625 35.40625 \n",
              "Q 44.1875 33.984375 37.640625 27.21875 \n",
              "Q 31.109375 20.453125 19.1875 8.296875 \n",
              "z\n",
              "\" id=\"DejaVuSans-50\"/>\n",
              "      </defs>\n",
              "      <g transform=\"translate(227.023085 322.182437)scale(0.1 -0.1)\">\n",
              "       <use xlink:href=\"#DejaVuSans-50\"/>\n",
              "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n",
              "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "    </g>\n",
              "    <g id=\"xtick_6\">\n",
              "     <g id=\"line2d_11\">\n",
              "      <path clip-path=\"url(#p33d72d1af1)\" d=\"M 277.250362 307.584 \n",
              "L 277.250362 41.472 \n",
              "\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n",
              "     </g>\n",
              "     <g id=\"line2d_12\">\n",
              "      <g>\n",
              "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"277.250362\" xlink:href=\"#m6b75c68ba7\" y=\"307.584\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "     <g id=\"text_6\">\n",
              "      <!-- 250 -->\n",
              "      <g transform=\"translate(267.706612 322.182437)scale(0.1 -0.1)\">\n",
              "       <use xlink:href=\"#DejaVuSans-50\"/>\n",
              "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\n",
              "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "    </g>\n",
              "    <g id=\"xtick_7\">\n",
              "     <g id=\"line2d_13\">\n",
              "      <path clip-path=\"url(#p33d72d1af1)\" d=\"M 317.933889 307.584 \n",
              "L 317.933889 41.472 \n",
              "\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n",
              "     </g>\n",
              "     <g id=\"line2d_14\">\n",
              "      <g>\n",
              "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"317.933889\" xlink:href=\"#m6b75c68ba7\" y=\"307.584\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "     <g id=\"text_7\">\n",
              "      <!-- 300 -->\n",
              "      <defs>\n",
              "       <path d=\"M 40.578125 39.3125 \n",
              "Q 47.65625 37.796875 51.625 33 \n",
              "Q 55.609375 28.21875 55.609375 21.1875 \n",
              "Q 55.609375 10.40625 48.1875 4.484375 \n",
              "Q 40.765625 -1.421875 27.09375 -1.421875 \n",
              "Q 22.515625 -1.421875 17.65625 -0.515625 \n",
              "Q 12.796875 0.390625 7.625 2.203125 \n",
              "L 7.625 11.71875 \n",
              "Q 11.71875 9.328125 16.59375 8.109375 \n",
              "Q 21.484375 6.890625 26.8125 6.890625 \n",
              "Q 36.078125 6.890625 40.9375 10.546875 \n",
              "Q 45.796875 14.203125 45.796875 21.1875 \n",
              "Q 45.796875 27.640625 41.28125 31.265625 \n",
              "Q 36.765625 34.90625 28.71875 34.90625 \n",
              "L 20.21875 34.90625 \n",
              "L 20.21875 43.015625 \n",
              "L 29.109375 43.015625 \n",
              "Q 36.375 43.015625 40.234375 45.921875 \n",
              "Q 44.09375 48.828125 44.09375 54.296875 \n",
              "Q 44.09375 59.90625 40.109375 62.90625 \n",
              "Q 36.140625 65.921875 28.71875 65.921875 \n",
              "Q 24.65625 65.921875 20.015625 65.03125 \n",
              "Q 15.375 64.15625 9.8125 62.3125 \n",
              "L 9.8125 71.09375 \n",
              "Q 15.4375 72.65625 20.34375 73.4375 \n",
              "Q 25.25 74.21875 29.59375 74.21875 \n",
              "Q 40.828125 74.21875 47.359375 69.109375 \n",
              "Q 53.90625 64.015625 53.90625 55.328125 \n",
              "Q 53.90625 49.265625 50.4375 45.09375 \n",
              "Q 46.96875 40.921875 40.578125 39.3125 \n",
              "z\n",
              "\" id=\"DejaVuSans-51\"/>\n",
              "      </defs>\n",
              "      <g transform=\"translate(308.390139 322.182437)scale(0.1 -0.1)\">\n",
              "       <use xlink:href=\"#DejaVuSans-51\"/>\n",
              "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n",
              "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "    </g>\n",
              "    <g id=\"xtick_8\">\n",
              "     <g id=\"line2d_15\">\n",
              "      <path clip-path=\"url(#p33d72d1af1)\" d=\"M 358.617416 307.584 \n",
              "L 358.617416 41.472 \n",
              "\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n",
              "     </g>\n",
              "     <g id=\"line2d_16\">\n",
              "      <g>\n",
              "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"358.617416\" xlink:href=\"#m6b75c68ba7\" y=\"307.584\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "     <g id=\"text_8\">\n",
              "      <!-- 350 -->\n",
              "      <g transform=\"translate(349.073666 322.182437)scale(0.1 -0.1)\">\n",
              "       <use xlink:href=\"#DejaVuSans-51\"/>\n",
              "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\n",
              "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "    </g>\n",
              "    <g id=\"xtick_9\">\n",
              "     <g id=\"line2d_17\">\n",
              "      <path clip-path=\"url(#p33d72d1af1)\" d=\"M 399.300943 307.584 \n",
              "L 399.300943 41.472 \n",
              "\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n",
              "     </g>\n",
              "     <g id=\"line2d_18\">\n",
              "      <g>\n",
              "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"399.300943\" xlink:href=\"#m6b75c68ba7\" y=\"307.584\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "     <g id=\"text_9\">\n",
              "      <!-- 400 -->\n",
              "      <defs>\n",
              "       <path d=\"M 37.796875 64.3125 \n",
              "L 12.890625 25.390625 \n",
              "L 37.796875 25.390625 \n",
              "z\n",
              "M 35.203125 72.90625 \n",
              "L 47.609375 72.90625 \n",
              "L 47.609375 25.390625 \n",
              "L 58.015625 25.390625 \n",
              "L 58.015625 17.1875 \n",
              "L 47.609375 17.1875 \n",
              "L 47.609375 0 \n",
              "L 37.796875 0 \n",
              "L 37.796875 17.1875 \n",
              "L 4.890625 17.1875 \n",
              "L 4.890625 26.703125 \n",
              "z\n",
              "\" id=\"DejaVuSans-52\"/>\n",
              "      </defs>\n",
              "      <g transform=\"translate(389.757193 322.182437)scale(0.1 -0.1)\">\n",
              "       <use xlink:href=\"#DejaVuSans-52\"/>\n",
              "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n",
              "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-48\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "    </g>\n",
              "    <g id=\"text_10\">\n",
              "     <!-- minibatch -->\n",
              "     <defs>\n",
              "      <path d=\"M 52 44.1875 \n",
              "Q 55.375 50.25 60.0625 53.125 \n",
              "Q 64.75 56 71.09375 56 \n",
              "Q 79.640625 56 84.28125 50.015625 \n",
              "Q 88.921875 44.046875 88.921875 33.015625 \n",
              "L 88.921875 0 \n",
              "L 79.890625 0 \n",
              "L 79.890625 32.71875 \n",
              "Q 79.890625 40.578125 77.09375 44.375 \n",
              "Q 74.3125 48.1875 68.609375 48.1875 \n",
              "Q 61.625 48.1875 57.5625 43.546875 \n",
              "Q 53.515625 38.921875 53.515625 30.90625 \n",
              "L 53.515625 0 \n",
              "L 44.484375 0 \n",
              "L 44.484375 32.71875 \n",
              "Q 44.484375 40.625 41.703125 44.40625 \n",
              "Q 38.921875 48.1875 33.109375 48.1875 \n",
              "Q 26.21875 48.1875 22.15625 43.53125 \n",
              "Q 18.109375 38.875 18.109375 30.90625 \n",
              "L 18.109375 0 \n",
              "L 9.078125 0 \n",
              "L 9.078125 54.6875 \n",
              "L 18.109375 54.6875 \n",
              "L 18.109375 46.1875 \n",
              "Q 21.1875 51.21875 25.484375 53.609375 \n",
              "Q 29.78125 56 35.6875 56 \n",
              "Q 41.65625 56 45.828125 52.96875 \n",
              "Q 50 49.953125 52 44.1875 \n",
              "z\n",
              "\" id=\"DejaVuSans-109\"/>\n",
              "      <path d=\"M 9.421875 54.6875 \n",
              "L 18.40625 54.6875 \n",
              "L 18.40625 0 \n",
              "L 9.421875 0 \n",
              "z\n",
              "M 9.421875 75.984375 \n",
              "L 18.40625 75.984375 \n",
              "L 18.40625 64.59375 \n",
              "L 9.421875 64.59375 \n",
              "z\n",
              "\" id=\"DejaVuSans-105\"/>\n",
              "      <path d=\"M 54.890625 33.015625 \n",
              "L 54.890625 0 \n",
              "L 45.90625 0 \n",
              "L 45.90625 32.71875 \n",
              "Q 45.90625 40.484375 42.875 44.328125 \n",
              "Q 39.84375 48.1875 33.796875 48.1875 \n",
              "Q 26.515625 48.1875 22.3125 43.546875 \n",
              "Q 18.109375 38.921875 18.109375 30.90625 \n",
              "L 18.109375 0 \n",
              "L 9.078125 0 \n",
              "L 9.078125 54.6875 \n",
              "L 18.109375 54.6875 \n",
              "L 18.109375 46.1875 \n",
              "Q 21.34375 51.125 25.703125 53.5625 \n",
              "Q 30.078125 56 35.796875 56 \n",
              "Q 45.21875 56 50.046875 50.171875 \n",
              "Q 54.890625 44.34375 54.890625 33.015625 \n",
              "z\n",
              "\" id=\"DejaVuSans-110\"/>\n",
              "      <path d=\"M 48.6875 27.296875 \n",
              "Q 48.6875 37.203125 44.609375 42.84375 \n",
              "Q 40.53125 48.484375 33.40625 48.484375 \n",
              "Q 26.265625 48.484375 22.1875 42.84375 \n",
              "Q 18.109375 37.203125 18.109375 27.296875 \n",
              "Q 18.109375 17.390625 22.1875 11.75 \n",
              "Q 26.265625 6.109375 33.40625 6.109375 \n",
              "Q 40.53125 6.109375 44.609375 11.75 \n",
              "Q 48.6875 17.390625 48.6875 27.296875 \n",
              "z\n",
              "M 18.109375 46.390625 \n",
              "Q 20.953125 51.265625 25.265625 53.625 \n",
              "Q 29.59375 56 35.59375 56 \n",
              "Q 45.5625 56 51.78125 48.09375 \n",
              "Q 58.015625 40.1875 58.015625 27.296875 \n",
              "Q 58.015625 14.40625 51.78125 6.484375 \n",
              "Q 45.5625 -1.421875 35.59375 -1.421875 \n",
              "Q 29.59375 -1.421875 25.265625 0.953125 \n",
              "Q 20.953125 3.328125 18.109375 8.203125 \n",
              "L 18.109375 0 \n",
              "L 9.078125 0 \n",
              "L 9.078125 75.984375 \n",
              "L 18.109375 75.984375 \n",
              "z\n",
              "\" id=\"DejaVuSans-98\"/>\n",
              "      <path d=\"M 34.28125 27.484375 \n",
              "Q 23.390625 27.484375 19.1875 25 \n",
              "Q 14.984375 22.515625 14.984375 16.5 \n",
              "Q 14.984375 11.71875 18.140625 8.90625 \n",
              "Q 21.296875 6.109375 26.703125 6.109375 \n",
              "Q 34.1875 6.109375 38.703125 11.40625 \n",
              "Q 43.21875 16.703125 43.21875 25.484375 \n",
              "L 43.21875 27.484375 \n",
              "z\n",
              "M 52.203125 31.203125 \n",
              "L 52.203125 0 \n",
              "L 43.21875 0 \n",
              "L 43.21875 8.296875 \n",
              "Q 40.140625 3.328125 35.546875 0.953125 \n",
              "Q 30.953125 -1.421875 24.3125 -1.421875 \n",
              "Q 15.921875 -1.421875 10.953125 3.296875 \n",
              "Q 6 8.015625 6 15.921875 \n",
              "Q 6 25.140625 12.171875 29.828125 \n",
              "Q 18.359375 34.515625 30.609375 34.515625 \n",
              "L 43.21875 34.515625 \n",
              "L 43.21875 35.40625 \n",
              "Q 43.21875 41.609375 39.140625 45 \n",
              "Q 35.0625 48.390625 27.6875 48.390625 \n",
              "Q 23 48.390625 18.546875 47.265625 \n",
              "Q 14.109375 46.140625 10.015625 43.890625 \n",
              "L 10.015625 52.203125 \n",
              "Q 14.9375 54.109375 19.578125 55.046875 \n",
              "Q 24.21875 56 28.609375 56 \n",
              "Q 40.484375 56 46.34375 49.84375 \n",
              "Q 52.203125 43.703125 52.203125 31.203125 \n",
              "z\n",
              "\" id=\"DejaVuSans-97\"/>\n",
              "      <path d=\"M 18.3125 70.21875 \n",
              "L 18.3125 54.6875 \n",
              "L 36.8125 54.6875 \n",
              "L 36.8125 47.703125 \n",
              "L 18.3125 47.703125 \n",
              "L 18.3125 18.015625 \n",
              "Q 18.3125 11.328125 20.140625 9.421875 \n",
              "Q 21.96875 7.515625 27.59375 7.515625 \n",
              "L 36.8125 7.515625 \n",
              "L 36.8125 0 \n",
              "L 27.59375 0 \n",
              "Q 17.1875 0 13.234375 3.875 \n",
              "Q 9.28125 7.765625 9.28125 18.015625 \n",
              "L 9.28125 47.703125 \n",
              "L 2.6875 47.703125 \n",
              "L 2.6875 54.6875 \n",
              "L 9.28125 54.6875 \n",
              "L 9.28125 70.21875 \n",
              "z\n",
              "\" id=\"DejaVuSans-116\"/>\n",
              "      <path d=\"M 48.78125 52.59375 \n",
              "L 48.78125 44.1875 \n",
              "Q 44.96875 46.296875 41.140625 47.34375 \n",
              "Q 37.3125 48.390625 33.40625 48.390625 \n",
              "Q 24.65625 48.390625 19.8125 42.84375 \n",
              "Q 14.984375 37.3125 14.984375 27.296875 \n",
              "Q 14.984375 17.28125 19.8125 11.734375 \n",
              "Q 24.65625 6.203125 33.40625 6.203125 \n",
              "Q 37.3125 6.203125 41.140625 7.25 \n",
              "Q 44.96875 8.296875 48.78125 10.40625 \n",
              "L 48.78125 2.09375 \n",
              "Q 45.015625 0.34375 40.984375 -0.53125 \n",
              "Q 36.96875 -1.421875 32.421875 -1.421875 \n",
              "Q 20.0625 -1.421875 12.78125 6.34375 \n",
              "Q 5.515625 14.109375 5.515625 27.296875 \n",
              "Q 5.515625 40.671875 12.859375 48.328125 \n",
              "Q 20.21875 56 33.015625 56 \n",
              "Q 37.15625 56 41.109375 55.140625 \n",
              "Q 45.0625 54.296875 48.78125 52.59375 \n",
              "z\n",
              "\" id=\"DejaVuSans-99\"/>\n",
              "      <path d=\"M 54.890625 33.015625 \n",
              "L 54.890625 0 \n",
              "L 45.90625 0 \n",
              "L 45.90625 32.71875 \n",
              "Q 45.90625 40.484375 42.875 44.328125 \n",
              "Q 39.84375 48.1875 33.796875 48.1875 \n",
              "Q 26.515625 48.1875 22.3125 43.546875 \n",
              "Q 18.109375 38.921875 18.109375 30.90625 \n",
              "L 18.109375 0 \n",
              "L 9.078125 0 \n",
              "L 9.078125 75.984375 \n",
              "L 18.109375 75.984375 \n",
              "L 18.109375 46.1875 \n",
              "Q 21.34375 51.125 25.703125 53.5625 \n",
              "Q 30.078125 56 35.796875 56 \n",
              "Q 45.21875 56 50.046875 50.171875 \n",
              "Q 54.890625 44.34375 54.890625 33.015625 \n",
              "z\n",
              "\" id=\"DejaVuSans-104\"/>\n",
              "     </defs>\n",
              "     <g transform=\"translate(211.226406 335.860562)scale(0.1 -0.1)\">\n",
              "      <use xlink:href=\"#DejaVuSans-109\"/>\n",
              "      <use x=\"97.412109\" xlink:href=\"#DejaVuSans-105\"/>\n",
              "      <use x=\"125.195312\" xlink:href=\"#DejaVuSans-110\"/>\n",
              "      <use x=\"188.574219\" xlink:href=\"#DejaVuSans-105\"/>\n",
              "      <use x=\"216.357422\" xlink:href=\"#DejaVuSans-98\"/>\n",
              "      <use x=\"279.833984\" xlink:href=\"#DejaVuSans-97\"/>\n",
              "      <use x=\"341.113281\" xlink:href=\"#DejaVuSans-116\"/>\n",
              "      <use x=\"380.322266\" xlink:href=\"#DejaVuSans-99\"/>\n",
              "      <use x=\"435.302734\" xlink:href=\"#DejaVuSans-104\"/>\n",
              "     </g>\n",
              "    </g>\n",
              "   </g>\n",
              "   <g id=\"matplotlib.axis_2\">\n",
              "    <g id=\"ytick_1\">\n",
              "     <g id=\"line2d_19\">\n",
              "      <path clip-path=\"url(#p33d72d1af1)\" d=\"M 57.6 277.2096 \n",
              "L 414.72 277.2096 \n",
              "\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n",
              "     </g>\n",
              "     <g id=\"line2d_20\">\n",
              "      <defs>\n",
              "       <path d=\"M 0 0 \n",
              "L -3.5 0 \n",
              "\" id=\"mf1c09da041\" style=\"stroke:#000000;stroke-width:0.8;\"/>\n",
              "      </defs>\n",
              "      <g>\n",
              "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"57.6\" xlink:href=\"#mf1c09da041\" y=\"277.2096\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "     <g id=\"text_11\">\n",
              "      <!-- 0.775 -->\n",
              "      <defs>\n",
              "       <path d=\"M 10.6875 12.40625 \n",
              "L 21 12.40625 \n",
              "L 21 0 \n",
              "L 10.6875 0 \n",
              "z\n",
              "\" id=\"DejaVuSans-46\"/>\n",
              "       <path d=\"M 8.203125 72.90625 \n",
              "L 55.078125 72.90625 \n",
              "L 55.078125 68.703125 \n",
              "L 28.609375 0 \n",
              "L 18.3125 0 \n",
              "L 43.21875 64.59375 \n",
              "L 8.203125 64.59375 \n",
              "z\n",
              "\" id=\"DejaVuSans-55\"/>\n",
              "      </defs>\n",
              "      <g transform=\"translate(21.971875 281.008819)scale(0.1 -0.1)\">\n",
              "       <use xlink:href=\"#DejaVuSans-48\"/>\n",
              "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\n",
              "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-55\"/>\n",
              "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-55\"/>\n",
              "       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-53\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "    </g>\n",
              "    <g id=\"ytick_2\">\n",
              "     <g id=\"line2d_21\">\n",
              "      <path clip-path=\"url(#p33d72d1af1)\" d=\"M 57.6 242.8032 \n",
              "L 414.72 242.8032 \n",
              "\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n",
              "     </g>\n",
              "     <g id=\"line2d_22\">\n",
              "      <g>\n",
              "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"57.6\" xlink:href=\"#mf1c09da041\" y=\"242.8032\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "     <g id=\"text_12\">\n",
              "      <!-- 0.800 -->\n",
              "      <defs>\n",
              "       <path d=\"M 31.78125 34.625 \n",
              "Q 24.75 34.625 20.71875 30.859375 \n",
              "Q 16.703125 27.09375 16.703125 20.515625 \n",
              "Q 16.703125 13.921875 20.71875 10.15625 \n",
              "Q 24.75 6.390625 31.78125 6.390625 \n",
              "Q 38.8125 6.390625 42.859375 10.171875 \n",
              "Q 46.921875 13.96875 46.921875 20.515625 \n",
              "Q 46.921875 27.09375 42.890625 30.859375 \n",
              "Q 38.875 34.625 31.78125 34.625 \n",
              "z\n",
              "M 21.921875 38.8125 \n",
              "Q 15.578125 40.375 12.03125 44.71875 \n",
              "Q 8.5 49.078125 8.5 55.328125 \n",
              "Q 8.5 64.0625 14.71875 69.140625 \n",
              "Q 20.953125 74.21875 31.78125 74.21875 \n",
              "Q 42.671875 74.21875 48.875 69.140625 \n",
              "Q 55.078125 64.0625 55.078125 55.328125 \n",
              "Q 55.078125 49.078125 51.53125 44.71875 \n",
              "Q 48 40.375 41.703125 38.8125 \n",
              "Q 48.828125 37.15625 52.796875 32.3125 \n",
              "Q 56.78125 27.484375 56.78125 20.515625 \n",
              "Q 56.78125 9.90625 50.3125 4.234375 \n",
              "Q 43.84375 -1.421875 31.78125 -1.421875 \n",
              "Q 19.734375 -1.421875 13.25 4.234375 \n",
              "Q 6.78125 9.90625 6.78125 20.515625 \n",
              "Q 6.78125 27.484375 10.78125 32.3125 \n",
              "Q 14.796875 37.15625 21.921875 38.8125 \n",
              "z\n",
              "M 18.3125 54.390625 \n",
              "Q 18.3125 48.734375 21.84375 45.5625 \n",
              "Q 25.390625 42.390625 31.78125 42.390625 \n",
              "Q 38.140625 42.390625 41.71875 45.5625 \n",
              "Q 45.3125 48.734375 45.3125 54.390625 \n",
              "Q 45.3125 60.0625 41.71875 63.234375 \n",
              "Q 38.140625 66.40625 31.78125 66.40625 \n",
              "Q 25.390625 66.40625 21.84375 63.234375 \n",
              "Q 18.3125 60.0625 18.3125 54.390625 \n",
              "z\n",
              "\" id=\"DejaVuSans-56\"/>\n",
              "      </defs>\n",
              "      <g transform=\"translate(21.971875 246.602419)scale(0.1 -0.1)\">\n",
              "       <use xlink:href=\"#DejaVuSans-48\"/>\n",
              "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\n",
              "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-56\"/>\n",
              "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\n",
              "       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-48\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "    </g>\n",
              "    <g id=\"ytick_3\">\n",
              "     <g id=\"line2d_23\">\n",
              "      <path clip-path=\"url(#p33d72d1af1)\" d=\"M 57.6 208.3968 \n",
              "L 414.72 208.3968 \n",
              "\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n",
              "     </g>\n",
              "     <g id=\"line2d_24\">\n",
              "      <g>\n",
              "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"57.6\" xlink:href=\"#mf1c09da041\" y=\"208.3968\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "     <g id=\"text_13\">\n",
              "      <!-- 0.825 -->\n",
              "      <g transform=\"translate(21.971875 212.196019)scale(0.1 -0.1)\">\n",
              "       <use xlink:href=\"#DejaVuSans-48\"/>\n",
              "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\n",
              "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-56\"/>\n",
              "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-50\"/>\n",
              "       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-53\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "    </g>\n",
              "    <g id=\"ytick_4\">\n",
              "     <g id=\"line2d_25\">\n",
              "      <path clip-path=\"url(#p33d72d1af1)\" d=\"M 57.6 173.9904 \n",
              "L 414.72 173.9904 \n",
              "\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n",
              "     </g>\n",
              "     <g id=\"line2d_26\">\n",
              "      <g>\n",
              "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"57.6\" xlink:href=\"#mf1c09da041\" y=\"173.9904\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "     <g id=\"text_14\">\n",
              "      <!-- 0.850 -->\n",
              "      <g transform=\"translate(21.971875 177.789619)scale(0.1 -0.1)\">\n",
              "       <use xlink:href=\"#DejaVuSans-48\"/>\n",
              "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\n",
              "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-56\"/>\n",
              "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-53\"/>\n",
              "       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-48\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "    </g>\n",
              "    <g id=\"ytick_5\">\n",
              "     <g id=\"line2d_27\">\n",
              "      <path clip-path=\"url(#p33d72d1af1)\" d=\"M 57.6 139.584 \n",
              "L 414.72 139.584 \n",
              "\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n",
              "     </g>\n",
              "     <g id=\"line2d_28\">\n",
              "      <g>\n",
              "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"57.6\" xlink:href=\"#mf1c09da041\" y=\"139.584\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "     <g id=\"text_15\">\n",
              "      <!-- 0.875 -->\n",
              "      <g transform=\"translate(21.971875 143.383219)scale(0.1 -0.1)\">\n",
              "       <use xlink:href=\"#DejaVuSans-48\"/>\n",
              "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\n",
              "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-56\"/>\n",
              "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-55\"/>\n",
              "       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-53\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "    </g>\n",
              "    <g id=\"ytick_6\">\n",
              "     <g id=\"line2d_29\">\n",
              "      <path clip-path=\"url(#p33d72d1af1)\" d=\"M 57.6 105.1776 \n",
              "L 414.72 105.1776 \n",
              "\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n",
              "     </g>\n",
              "     <g id=\"line2d_30\">\n",
              "      <g>\n",
              "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"57.6\" xlink:href=\"#mf1c09da041\" y=\"105.1776\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "     <g id=\"text_16\">\n",
              "      <!-- 0.900 -->\n",
              "      <defs>\n",
              "       <path d=\"M 10.984375 1.515625 \n",
              "L 10.984375 10.5 \n",
              "Q 14.703125 8.734375 18.5 7.8125 \n",
              "Q 22.3125 6.890625 25.984375 6.890625 \n",
              "Q 35.75 6.890625 40.890625 13.453125 \n",
              "Q 46.046875 20.015625 46.78125 33.40625 \n",
              "Q 43.953125 29.203125 39.59375 26.953125 \n",
              "Q 35.25 24.703125 29.984375 24.703125 \n",
              "Q 19.046875 24.703125 12.671875 31.3125 \n",
              "Q 6.296875 37.9375 6.296875 49.421875 \n",
              "Q 6.296875 60.640625 12.9375 67.421875 \n",
              "Q 19.578125 74.21875 30.609375 74.21875 \n",
              "Q 43.265625 74.21875 49.921875 64.515625 \n",
              "Q 56.59375 54.828125 56.59375 36.375 \n",
              "Q 56.59375 19.140625 48.40625 8.859375 \n",
              "Q 40.234375 -1.421875 26.421875 -1.421875 \n",
              "Q 22.703125 -1.421875 18.890625 -0.6875 \n",
              "Q 15.09375 0.046875 10.984375 1.515625 \n",
              "z\n",
              "M 30.609375 32.421875 \n",
              "Q 37.25 32.421875 41.125 36.953125 \n",
              "Q 45.015625 41.5 45.015625 49.421875 \n",
              "Q 45.015625 57.28125 41.125 61.84375 \n",
              "Q 37.25 66.40625 30.609375 66.40625 \n",
              "Q 23.96875 66.40625 20.09375 61.84375 \n",
              "Q 16.21875 57.28125 16.21875 49.421875 \n",
              "Q 16.21875 41.5 20.09375 36.953125 \n",
              "Q 23.96875 32.421875 30.609375 32.421875 \n",
              "z\n",
              "\" id=\"DejaVuSans-57\"/>\n",
              "      </defs>\n",
              "      <g transform=\"translate(21.971875 108.976819)scale(0.1 -0.1)\">\n",
              "       <use xlink:href=\"#DejaVuSans-48\"/>\n",
              "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\n",
              "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-57\"/>\n",
              "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\n",
              "       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-48\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "    </g>\n",
              "    <g id=\"ytick_7\">\n",
              "     <g id=\"line2d_31\">\n",
              "      <path clip-path=\"url(#p33d72d1af1)\" d=\"M 57.6 70.7712 \n",
              "L 414.72 70.7712 \n",
              "\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\n",
              "     </g>\n",
              "     <g id=\"line2d_32\">\n",
              "      <g>\n",
              "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"57.6\" xlink:href=\"#mf1c09da041\" y=\"70.7712\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "     <g id=\"text_17\">\n",
              "      <!-- 0.925 -->\n",
              "      <g transform=\"translate(21.971875 74.570419)scale(0.1 -0.1)\">\n",
              "       <use xlink:href=\"#DejaVuSans-48\"/>\n",
              "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\n",
              "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-57\"/>\n",
              "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-50\"/>\n",
              "       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-53\"/>\n",
              "      </g>\n",
              "     </g>\n",
              "    </g>\n",
              "    <g id=\"text_18\">\n",
              "     <!-- validation accuracy -->\n",
              "     <defs>\n",
              "      <path d=\"M 2.984375 54.6875 \n",
              "L 12.5 54.6875 \n",
              "L 29.59375 8.796875 \n",
              "L 46.6875 54.6875 \n",
              "L 56.203125 54.6875 \n",
              "L 35.6875 0 \n",
              "L 23.484375 0 \n",
              "z\n",
              "\" id=\"DejaVuSans-118\"/>\n",
              "      <path d=\"M 9.421875 75.984375 \n",
              "L 18.40625 75.984375 \n",
              "L 18.40625 0 \n",
              "L 9.421875 0 \n",
              "z\n",
              "\" id=\"DejaVuSans-108\"/>\n",
              "      <path d=\"M 45.40625 46.390625 \n",
              "L 45.40625 75.984375 \n",
              "L 54.390625 75.984375 \n",
              "L 54.390625 0 \n",
              "L 45.40625 0 \n",
              "L 45.40625 8.203125 \n",
              "Q 42.578125 3.328125 38.25 0.953125 \n",
              "Q 33.9375 -1.421875 27.875 -1.421875 \n",
              "Q 17.96875 -1.421875 11.734375 6.484375 \n",
              "Q 5.515625 14.40625 5.515625 27.296875 \n",
              "Q 5.515625 40.1875 11.734375 48.09375 \n",
              "Q 17.96875 56 27.875 56 \n",
              "Q 33.9375 56 38.25 53.625 \n",
              "Q 42.578125 51.265625 45.40625 46.390625 \n",
              "z\n",
              "M 14.796875 27.296875 \n",
              "Q 14.796875 17.390625 18.875 11.75 \n",
              "Q 22.953125 6.109375 30.078125 6.109375 \n",
              "Q 37.203125 6.109375 41.296875 11.75 \n",
              "Q 45.40625 17.390625 45.40625 27.296875 \n",
              "Q 45.40625 37.203125 41.296875 42.84375 \n",
              "Q 37.203125 48.484375 30.078125 48.484375 \n",
              "Q 22.953125 48.484375 18.875 42.84375 \n",
              "Q 14.796875 37.203125 14.796875 27.296875 \n",
              "z\n",
              "\" id=\"DejaVuSans-100\"/>\n",
              "      <path d=\"M 30.609375 48.390625 \n",
              "Q 23.390625 48.390625 19.1875 42.75 \n",
              "Q 14.984375 37.109375 14.984375 27.296875 \n",
              "Q 14.984375 17.484375 19.15625 11.84375 \n",
              "Q 23.34375 6.203125 30.609375 6.203125 \n",
              "Q 37.796875 6.203125 41.984375 11.859375 \n",
              "Q 46.1875 17.53125 46.1875 27.296875 \n",
              "Q 46.1875 37.015625 41.984375 42.703125 \n",
              "Q 37.796875 48.390625 30.609375 48.390625 \n",
              "z\n",
              "M 30.609375 56 \n",
              "Q 42.328125 56 49.015625 48.375 \n",
              "Q 55.71875 40.765625 55.71875 27.296875 \n",
              "Q 55.71875 13.875 49.015625 6.21875 \n",
              "Q 42.328125 -1.421875 30.609375 -1.421875 \n",
              "Q 18.84375 -1.421875 12.171875 6.21875 \n",
              "Q 5.515625 13.875 5.515625 27.296875 \n",
              "Q 5.515625 40.765625 12.171875 48.375 \n",
              "Q 18.84375 56 30.609375 56 \n",
              "z\n",
              "\" id=\"DejaVuSans-111\"/>\n",
              "      <path id=\"DejaVuSans-32\"/>\n",
              "      <path d=\"M 8.5 21.578125 \n",
              "L 8.5 54.6875 \n",
              "L 17.484375 54.6875 \n",
              "L 17.484375 21.921875 \n",
              "Q 17.484375 14.15625 20.5 10.265625 \n",
              "Q 23.53125 6.390625 29.59375 6.390625 \n",
              "Q 36.859375 6.390625 41.078125 11.03125 \n",
              "Q 45.3125 15.671875 45.3125 23.6875 \n",
              "L 45.3125 54.6875 \n",
              "L 54.296875 54.6875 \n",
              "L 54.296875 0 \n",
              "L 45.3125 0 \n",
              "L 45.3125 8.40625 \n",
              "Q 42.046875 3.421875 37.71875 1 \n",
              "Q 33.40625 -1.421875 27.6875 -1.421875 \n",
              "Q 18.265625 -1.421875 13.375 4.4375 \n",
              "Q 8.5 10.296875 8.5 21.578125 \n",
              "z\n",
              "M 31.109375 56 \n",
              "z\n",
              "\" id=\"DejaVuSans-117\"/>\n",
              "      <path d=\"M 41.109375 46.296875 \n",
              "Q 39.59375 47.171875 37.8125 47.578125 \n",
              "Q 36.03125 48 33.890625 48 \n",
              "Q 26.265625 48 22.1875 43.046875 \n",
              "Q 18.109375 38.09375 18.109375 28.8125 \n",
              "L 18.109375 0 \n",
              "L 9.078125 0 \n",
              "L 9.078125 54.6875 \n",
              "L 18.109375 54.6875 \n",
              "L 18.109375 46.1875 \n",
              "Q 20.953125 51.171875 25.484375 53.578125 \n",
              "Q 30.03125 56 36.53125 56 \n",
              "Q 37.453125 56 38.578125 55.875 \n",
              "Q 39.703125 55.765625 41.0625 55.515625 \n",
              "z\n",
              "\" id=\"DejaVuSans-114\"/>\n",
              "      <path d=\"M 32.171875 -5.078125 \n",
              "Q 28.375 -14.84375 24.75 -17.8125 \n",
              "Q 21.140625 -20.796875 15.09375 -20.796875 \n",
              "L 7.90625 -20.796875 \n",
              "L 7.90625 -13.28125 \n",
              "L 13.1875 -13.28125 \n",
              "Q 16.890625 -13.28125 18.9375 -11.515625 \n",
              "Q 21 -9.765625 23.484375 -3.21875 \n",
              "L 25.09375 0.875 \n",
              "L 2.984375 54.6875 \n",
              "L 12.5 54.6875 \n",
              "L 29.59375 11.921875 \n",
              "L 46.6875 54.6875 \n",
              "L 56.203125 54.6875 \n",
              "z\n",
              "\" id=\"DejaVuSans-121\"/>\n",
              "     </defs>\n",
              "     <g transform=\"translate(15.892187 223.293625)rotate(-90)scale(0.1 -0.1)\">\n",
              "      <use xlink:href=\"#DejaVuSans-118\"/>\n",
              "      <use x=\"59.179688\" xlink:href=\"#DejaVuSans-97\"/>\n",
              "      <use x=\"120.458984\" xlink:href=\"#DejaVuSans-108\"/>\n",
              "      <use x=\"148.242188\" xlink:href=\"#DejaVuSans-105\"/>\n",
              "      <use x=\"176.025391\" xlink:href=\"#DejaVuSans-100\"/>\n",
              "      <use x=\"239.501953\" xlink:href=\"#DejaVuSans-97\"/>\n",
              "      <use x=\"300.78125\" xlink:href=\"#DejaVuSans-116\"/>\n",
              "      <use x=\"339.990234\" xlink:href=\"#DejaVuSans-105\"/>\n",
              "      <use x=\"367.773438\" xlink:href=\"#DejaVuSans-111\"/>\n",
              "      <use x=\"428.955078\" xlink:href=\"#DejaVuSans-110\"/>\n",
              "      <use x=\"492.333984\" xlink:href=\"#DejaVuSans-32\"/>\n",
              "      <use x=\"524.121094\" xlink:href=\"#DejaVuSans-97\"/>\n",
              "      <use x=\"585.400391\" xlink:href=\"#DejaVuSans-99\"/>\n",
              "      <use x=\"640.380859\" xlink:href=\"#DejaVuSans-99\"/>\n",
              "      <use x=\"695.361328\" xlink:href=\"#DejaVuSans-117\"/>\n",
              "      <use x=\"758.740234\" xlink:href=\"#DejaVuSans-114\"/>\n",
              "      <use x=\"799.853516\" xlink:href=\"#DejaVuSans-97\"/>\n",
              "      <use x=\"861.132812\" xlink:href=\"#DejaVuSans-99\"/>\n",
              "      <use x=\"916.113281\" xlink:href=\"#DejaVuSans-121\"/>\n",
              "     </g>\n",
              "    </g>\n",
              "   </g>\n",
              "   <g id=\"line2d_33\">\n",
              "    <path clip-path=\"url(#p33d72d1af1)\" d=\"M 73.832727 252.48 \n",
              "L 74.646398 209.472 \n",
              "L 75.460068 230.976 \n",
              "L 76.273739 187.968 \n",
              "L 77.087409 247.104 \n",
              "L 77.90108 252.48 \n",
              "L 78.714751 252.48 \n",
              "L 79.528421 220.224 \n",
              "L 80.342092 166.464 \n",
              "L 81.155762 150.336 \n",
              "L 81.969433 225.6 \n",
              "L 82.783103 209.472 \n",
              "L 83.596774 182.592 \n",
              "L 84.410444 214.848 \n",
              "L 85.224115 252.48 \n",
              "L 86.037785 230.976 \n",
              "L 86.851456 214.848 \n",
              "L 87.665126 241.728 \n",
              "L 88.478797 204.096 \n",
              "L 89.292468 295.488 \n",
              "L 90.106138 166.464 \n",
              "L 90.919809 214.848 \n",
              "L 91.733479 155.712 \n",
              "L 92.54715 257.856 \n",
              "L 93.36082 257.856 \n",
              "L 94.174491 214.848 \n",
              "L 94.988161 284.736 \n",
              "L 95.801832 171.84 \n",
              "L 96.615502 155.712 \n",
              "L 97.429173 247.104 \n",
              "L 98.242843 263.232 \n",
              "L 99.056514 198.72 \n",
              "L 99.870185 263.232 \n",
              "L 102.311196 139.584 \n",
              "L 103.124867 177.216 \n",
              "L 103.938537 198.72 \n",
              "L 104.752208 209.472 \n",
              "L 105.565878 236.352 \n",
              "L 106.379549 182.592 \n",
              "L 107.193219 220.224 \n",
              "L 108.00689 150.336 \n",
              "L 108.82056 182.592 \n",
              "L 109.634231 198.72 \n",
              "L 110.447902 193.344 \n",
              "L 111.261572 177.216 \n",
              "L 112.075243 123.456 \n",
              "L 112.888913 155.712 \n",
              "L 113.702584 182.592 \n",
              "L 114.516254 214.848 \n",
              "L 115.329925 182.592 \n",
              "L 116.143595 128.832 \n",
              "L 116.957266 128.832 \n",
              "L 117.770936 241.728 \n",
              "L 118.584607 252.48 \n",
              "L 119.398278 204.096 \n",
              "L 120.211948 193.344 \n",
              "L 121.025619 193.344 \n",
              "L 121.839289 220.224 \n",
              "L 122.65296 177.216 \n",
              "L 123.46663 177.216 \n",
              "L 124.280301 198.72 \n",
              "L 125.093971 177.216 \n",
              "L 125.907642 187.968 \n",
              "L 126.721312 150.336 \n",
              "L 127.534983 177.216 \n",
              "L 128.348653 177.216 \n",
              "L 129.162324 214.848 \n",
              "L 129.975995 214.848 \n",
              "L 130.789665 230.976 \n",
              "L 131.603336 150.336 \n",
              "L 132.417006 182.592 \n",
              "L 133.230677 53.568 \n",
              "L 134.044347 257.856 \n",
              "L 134.858018 139.584 \n",
              "L 135.671688 134.208 \n",
              "L 136.485359 187.968 \n",
              "L 137.299029 193.344 \n",
              "L 138.1127 161.088 \n",
              "L 138.92637 177.216 \n",
              "L 139.740041 166.464 \n",
              "L 140.553712 177.216 \n",
              "L 141.367382 171.84 \n",
              "L 142.181053 171.84 \n",
              "L 142.994723 166.464 \n",
              "L 143.808394 204.096 \n",
              "L 144.622064 182.592 \n",
              "L 145.435735 150.336 \n",
              "L 146.249405 161.088 \n",
              "L 147.063076 166.464 \n",
              "L 147.876746 144.96 \n",
              "L 148.690417 155.712 \n",
              "L 149.504087 182.592 \n",
              "L 150.317758 230.976 \n",
              "L 151.131429 134.208 \n",
              "L 151.945099 139.584 \n",
              "L 152.75877 209.472 \n",
              "L 153.57244 193.344 \n",
              "L 154.386111 204.096 \n",
              "L 155.199781 177.216 \n",
              "L 156.013452 139.584 \n",
              "L 156.827122 161.088 \n",
              "L 157.640793 204.096 \n",
              "L 159.268134 150.336 \n",
              "L 160.081805 139.584 \n",
              "L 160.895475 177.216 \n",
              "L 161.709146 123.456 \n",
              "L 162.522816 193.344 \n",
              "L 163.336487 150.336 \n",
              "L 164.150157 204.096 \n",
              "L 164.963828 118.08 \n",
              "L 165.777498 198.72 \n",
              "L 166.591169 187.968 \n",
              "L 167.404839 112.704 \n",
              "L 168.21851 187.968 \n",
              "L 169.03218 177.216 \n",
              "L 169.845851 134.208 \n",
              "L 170.659522 187.968 \n",
              "L 171.473192 155.712 \n",
              "L 172.286863 144.96 \n",
              "L 173.100533 118.08 \n",
              "L 173.914204 171.84 \n",
              "L 174.727874 150.336 \n",
              "L 175.541545 171.84 \n",
              "L 176.355215 155.712 \n",
              "L 177.168886 193.344 \n",
              "L 177.982556 139.584 \n",
              "L 178.796227 155.712 \n",
              "L 179.609897 128.832 \n",
              "L 180.423568 220.224 \n",
              "L 181.237239 193.344 \n",
              "L 182.050909 198.72 \n",
              "L 182.86458 155.712 \n",
              "L 184.491921 187.968 \n",
              "L 185.305591 177.216 \n",
              "L 186.119262 161.088 \n",
              "L 186.932932 177.216 \n",
              "L 187.746603 128.832 \n",
              "L 188.560273 171.84 \n",
              "L 189.373944 182.592 \n",
              "L 190.187614 112.704 \n",
              "L 191.001285 187.968 \n",
              "L 191.814956 166.464 \n",
              "L 192.628626 171.84 \n",
              "L 193.442297 171.84 \n",
              "L 194.255967 118.08 \n",
              "L 195.069638 139.584 \n",
              "L 195.883308 177.216 \n",
              "L 196.696979 134.208 \n",
              "L 197.510649 198.72 \n",
              "L 198.32432 161.088 \n",
              "L 199.13799 161.088 \n",
              "L 199.951661 182.592 \n",
              "L 200.765332 112.704 \n",
              "L 201.579002 155.712 \n",
              "L 202.392673 118.08 \n",
              "L 203.206343 182.592 \n",
              "L 204.020014 155.712 \n",
              "L 204.833684 107.328 \n",
              "L 205.647355 209.472 \n",
              "L 206.461025 139.584 \n",
              "L 207.274696 161.088 \n",
              "L 208.088366 150.336 \n",
              "L 208.902037 193.344 \n",
              "L 209.715707 177.216 \n",
              "L 210.529378 139.584 \n",
              "L 211.343049 123.456 \n",
              "L 212.156719 193.344 \n",
              "L 212.97039 193.344 \n",
              "L 213.78406 214.848 \n",
              "L 214.597731 187.968 \n",
              "L 215.411401 128.832 \n",
              "L 216.225072 139.584 \n",
              "L 217.038742 155.712 \n",
              "L 217.852413 150.336 \n",
              "L 219.479754 128.832 \n",
              "L 220.293424 144.96 \n",
              "L 221.107095 128.832 \n",
              "L 221.920766 161.088 \n",
              "L 222.734436 182.592 \n",
              "L 223.548107 150.336 \n",
              "L 224.361777 171.84 \n",
              "L 225.175448 96.576 \n",
              "L 225.989118 134.208 \n",
              "L 226.802789 139.584 \n",
              "L 227.616459 193.344 \n",
              "L 228.43013 118.08 \n",
              "L 229.2438 101.952 \n",
              "L 230.057471 187.968 \n",
              "L 230.871141 155.712 \n",
              "L 231.684812 171.84 \n",
              "L 232.498483 139.584 \n",
              "L 233.312153 182.592 \n",
              "L 234.125824 134.208 \n",
              "L 234.939494 171.84 \n",
              "L 235.753165 123.456 \n",
              "L 236.566835 150.336 \n",
              "L 237.380506 161.088 \n",
              "L 238.194176 144.96 \n",
              "L 239.007847 161.088 \n",
              "L 239.821517 166.464 \n",
              "L 240.635188 101.952 \n",
              "L 241.448859 107.328 \n",
              "L 242.262529 166.464 \n",
              "L 243.0762 171.84 \n",
              "L 243.88987 182.592 \n",
              "L 244.703541 209.472 \n",
              "L 245.517211 150.336 \n",
              "L 246.330882 118.08 \n",
              "L 247.144552 150.336 \n",
              "L 247.958223 171.84 \n",
              "L 248.771893 134.208 \n",
              "L 249.585564 166.464 \n",
              "L 250.399234 155.712 \n",
              "L 251.212905 182.592 \n",
              "L 252.840246 150.336 \n",
              "L 253.653917 139.584 \n",
              "L 254.467587 166.464 \n",
              "L 255.281258 123.456 \n",
              "L 256.094928 134.208 \n",
              "L 256.908599 177.216 \n",
              "L 257.722269 139.584 \n",
              "L 258.53594 134.208 \n",
              "L 259.34961 107.328 \n",
              "L 260.163281 139.584 \n",
              "L 260.976951 187.968 \n",
              "L 261.790622 171.84 \n",
              "L 262.604293 118.08 \n",
              "L 263.417963 150.336 \n",
              "L 264.231634 161.088 \n",
              "L 265.045304 155.712 \n",
              "L 265.858975 193.344 \n",
              "L 266.672645 91.2 \n",
              "L 267.486316 187.968 \n",
              "L 268.299986 101.952 \n",
              "L 269.113657 171.84 \n",
              "L 269.927327 161.088 \n",
              "L 270.740998 112.704 \n",
              "L 271.554668 198.72 \n",
              "L 272.368339 112.704 \n",
              "L 273.18201 177.216 \n",
              "L 273.99568 150.336 \n",
              "L 274.809351 139.584 \n",
              "L 275.623021 101.952 \n",
              "L 276.436692 139.584 \n",
              "L 277.250362 139.584 \n",
              "L 278.064033 107.328 \n",
              "L 278.877703 128.832 \n",
              "L 279.691374 166.464 \n",
              "L 280.505044 171.84 \n",
              "L 281.318715 128.832 \n",
              "L 282.132386 139.584 \n",
              "L 282.946056 139.584 \n",
              "L 283.759727 91.2 \n",
              "L 284.573397 182.592 \n",
              "L 285.387068 144.96 \n",
              "L 286.200738 155.712 \n",
              "L 287.014409 134.208 \n",
              "L 287.828079 139.584 \n",
              "L 288.64175 161.088 \n",
              "L 289.45542 171.84 \n",
              "L 290.269091 134.208 \n",
              "L 291.082761 155.712 \n",
              "L 291.896432 161.088 \n",
              "L 292.710103 182.592 \n",
              "L 293.523773 187.968 \n",
              "L 294.337444 214.848 \n",
              "L 295.151114 112.704 \n",
              "L 295.964785 150.336 \n",
              "L 296.778455 182.592 \n",
              "L 297.592126 144.96 \n",
              "L 298.405796 134.208 \n",
              "L 300.033137 177.216 \n",
              "L 300.846808 166.464 \n",
              "L 301.660478 182.592 \n",
              "L 302.474149 112.704 \n",
              "L 303.28782 177.216 \n",
              "L 304.10149 96.576 \n",
              "L 305.728831 139.584 \n",
              "L 306.542502 171.84 \n",
              "L 307.356172 177.216 \n",
              "L 308.169843 198.72 \n",
              "L 308.983513 139.584 \n",
              "L 309.797184 155.712 \n",
              "L 310.610854 112.704 \n",
              "L 311.424525 139.584 \n",
              "L 312.238195 134.208 \n",
              "L 313.051866 123.456 \n",
              "L 313.865537 123.456 \n",
              "L 315.492878 134.208 \n",
              "L 316.306548 101.952 \n",
              "L 317.120219 118.08 \n",
              "L 317.933889 144.96 \n",
              "L 318.74756 118.08 \n",
              "L 319.56123 150.336 \n",
              "L 320.374901 123.456 \n",
              "L 321.188571 155.712 \n",
              "L 322.002242 107.328 \n",
              "L 322.815913 166.464 \n",
              "L 323.629583 139.584 \n",
              "L 324.443254 187.968 \n",
              "L 325.256924 161.088 \n",
              "L 326.070595 198.72 \n",
              "L 327.697936 107.328 \n",
              "L 328.511606 155.712 \n",
              "L 329.325277 177.216 \n",
              "L 330.138947 150.336 \n",
              "L 330.952618 139.584 \n",
              "L 331.766288 166.464 \n",
              "L 332.579959 171.84 \n",
              "L 333.39363 161.088 \n",
              "L 334.2073 123.456 \n",
              "L 335.020971 123.456 \n",
              "L 335.834641 150.336 \n",
              "L 336.648312 118.08 \n",
              "L 337.461982 161.088 \n",
              "L 338.275653 139.584 \n",
              "L 339.902994 182.592 \n",
              "L 340.716664 166.464 \n",
              "L 341.530335 166.464 \n",
              "L 342.344005 193.344 \n",
              "L 343.157676 139.584 \n",
              "L 343.971347 161.088 \n",
              "L 344.785017 139.584 \n",
              "L 345.598688 91.2 \n",
              "L 346.412358 155.712 \n",
              "L 347.226029 112.704 \n",
              "L 348.039699 144.96 \n",
              "L 348.85337 171.84 \n",
              "L 349.66704 134.208 \n",
              "L 350.480711 150.336 \n",
              "L 351.294381 112.704 \n",
              "L 352.108052 134.208 \n",
              "L 352.921722 123.456 \n",
              "L 353.735393 161.088 \n",
              "L 354.549064 177.216 \n",
              "L 355.362734 101.952 \n",
              "L 356.176405 139.584 \n",
              "L 356.990075 150.336 \n",
              "L 357.803746 123.456 \n",
              "L 358.617416 209.472 \n",
              "L 359.431087 144.96 \n",
              "L 360.244757 128.832 \n",
              "L 361.058428 187.968 \n",
              "L 361.872098 91.2 \n",
              "L 362.685769 139.584 \n",
              "L 363.49944 101.952 \n",
              "L 364.31311 166.464 \n",
              "L 365.126781 144.96 \n",
              "L 365.940451 155.712 \n",
              "L 366.754122 161.088 \n",
              "L 367.567792 139.584 \n",
              "L 368.381463 112.704 \n",
              "L 369.195133 128.832 \n",
              "L 370.008804 123.456 \n",
              "L 370.822474 144.96 \n",
              "L 371.636145 139.584 \n",
              "L 372.449815 139.584 \n",
              "L 373.263486 171.84 \n",
              "L 374.077157 123.456 \n",
              "L 374.890827 107.328 \n",
              "L 375.704498 96.576 \n",
              "L 376.518168 166.464 \n",
              "L 377.331839 161.088 \n",
              "L 378.145509 118.08 \n",
              "L 378.95918 139.584 \n",
              "L 380.586521 161.088 \n",
              "L 381.400191 161.088 \n",
              "L 382.213862 139.584 \n",
              "L 383.027532 112.704 \n",
              "L 383.841203 150.336 \n",
              "L 384.654874 166.464 \n",
              "L 385.468544 112.704 \n",
              "L 386.282215 139.584 \n",
              "L 387.095885 177.216 \n",
              "L 387.909556 134.208 \n",
              "L 388.723226 123.456 \n",
              "L 389.536897 193.344 \n",
              "L 390.350567 134.208 \n",
              "L 391.164238 166.464 \n",
              "L 391.977908 139.584 \n",
              "L 392.791579 193.344 \n",
              "L 393.605249 123.456 \n",
              "L 394.41892 139.584 \n",
              "L 395.232591 85.824 \n",
              "L 396.046261 150.336 \n",
              "L 396.859932 123.456 \n",
              "L 397.673602 161.088 \n",
              "L 398.487273 123.456 \n",
              "L 398.487273 123.456 \n",
              "\" style=\"fill:none;stroke:#0000ff;stroke-linecap:square;stroke-width:1.5;\"/>\n",
              "   </g>\n",
              "   <g id=\"line2d_34\">\n",
              "    <path clip-path=\"url(#p33d72d1af1)\" d=\"M 73.832727 252.48 \n",
              "L 74.646398 209.472 \n",
              "L 75.460068 230.976 \n",
              "L 76.273739 187.968 \n",
              "L 77.087409 247.104 \n",
              "L 77.90108 252.48 \n",
              "L 78.714751 252.48 \n",
              "L 79.528421 220.224 \n",
              "L 80.342092 166.464 \n",
              "L 81.155762 150.336 \n",
              "L 81.969433 225.6 \n",
              "L 82.783103 209.472 \n",
              "L 83.596774 182.592 \n",
              "L 84.410444 214.848 \n",
              "L 85.224115 252.48 \n",
              "L 86.037785 230.976 \n",
              "L 86.851456 214.848 \n",
              "L 87.665126 241.728 \n",
              "L 88.478797 204.096 \n",
              "L 89.292468 295.488 \n",
              "L 90.106138 166.464 \n",
              "L 90.919809 214.848 \n",
              "L 91.733479 155.712 \n",
              "L 92.54715 257.856 \n",
              "L 93.36082 257.856 \n",
              "L 94.174491 214.848 \n",
              "L 94.988161 284.736 \n",
              "L 95.801832 171.84 \n",
              "L 96.615502 155.712 \n",
              "L 97.429173 247.104 \n",
              "L 98.242843 263.232 \n",
              "L 99.056514 198.72 \n",
              "L 99.870185 263.232 \n",
              "L 102.311196 139.584 \n",
              "L 103.124867 177.216 \n",
              "L 103.938537 198.72 \n",
              "L 104.752208 209.472 \n",
              "L 105.565878 236.352 \n",
              "L 106.379549 182.592 \n",
              "L 107.193219 220.224 \n",
              "L 108.00689 150.336 \n",
              "L 108.82056 182.592 \n",
              "L 109.634231 198.72 \n",
              "L 110.447902 193.344 \n",
              "L 111.261572 177.216 \n",
              "L 112.075243 123.456 \n",
              "L 112.888913 155.712 \n",
              "L 113.702584 182.592 \n",
              "L 114.516254 214.848 \n",
              "L 115.329925 182.592 \n",
              "L 116.143595 128.832 \n",
              "L 116.957266 128.832 \n",
              "L 117.770936 241.728 \n",
              "L 118.584607 252.48 \n",
              "L 119.398278 204.096 \n",
              "L 120.211948 193.344 \n",
              "L 121.025619 193.344 \n",
              "L 121.839289 220.224 \n",
              "L 122.65296 177.216 \n",
              "L 123.46663 177.216 \n",
              "L 124.280301 198.72 \n",
              "L 125.093971 177.216 \n",
              "L 125.907642 187.968 \n",
              "L 126.721312 150.336 \n",
              "L 127.534983 177.216 \n",
              "L 128.348653 177.216 \n",
              "L 129.162324 214.848 \n",
              "L 129.975995 214.848 \n",
              "L 130.789665 230.976 \n",
              "L 131.603336 150.336 \n",
              "L 132.417006 182.592 \n",
              "L 133.230677 53.568 \n",
              "L 134.044347 257.856 \n",
              "L 134.858018 139.584 \n",
              "L 135.671688 134.208 \n",
              "L 136.485359 187.968 \n",
              "L 137.299029 193.344 \n",
              "L 138.1127 161.088 \n",
              "L 138.92637 177.216 \n",
              "L 139.740041 166.464 \n",
              "L 140.553712 177.216 \n",
              "L 141.367382 171.84 \n",
              "L 142.181053 171.84 \n",
              "L 142.994723 166.464 \n",
              "L 143.808394 204.096 \n",
              "L 144.622064 182.592 \n",
              "L 145.435735 150.336 \n",
              "L 146.249405 161.088 \n",
              "L 147.063076 166.464 \n",
              "L 147.876746 144.96 \n",
              "L 148.690417 155.712 \n",
              "L 149.504087 182.592 \n",
              "L 150.317758 230.976 \n",
              "L 151.131429 134.208 \n",
              "L 151.945099 139.584 \n",
              "L 152.75877 209.472 \n",
              "L 153.57244 193.344 \n",
              "L 154.386111 204.096 \n",
              "L 155.199781 177.216 \n",
              "L 156.013452 139.584 \n",
              "L 156.827122 161.088 \n",
              "L 157.640793 204.096 \n",
              "L 159.268134 150.336 \n",
              "L 160.081805 139.584 \n",
              "L 160.895475 177.216 \n",
              "L 161.709146 123.456 \n",
              "L 162.522816 193.344 \n",
              "L 163.336487 150.336 \n",
              "L 164.150157 204.096 \n",
              "L 164.963828 118.08 \n",
              "L 165.777498 198.72 \n",
              "L 166.591169 187.968 \n",
              "L 167.404839 112.704 \n",
              "L 168.21851 187.968 \n",
              "L 169.03218 177.216 \n",
              "L 169.845851 134.208 \n",
              "L 170.659522 187.968 \n",
              "L 171.473192 155.712 \n",
              "L 172.286863 144.96 \n",
              "L 173.100533 118.08 \n",
              "L 173.914204 171.84 \n",
              "L 174.727874 150.336 \n",
              "L 175.541545 171.84 \n",
              "L 176.355215 155.712 \n",
              "L 177.168886 193.344 \n",
              "L 177.982556 139.584 \n",
              "L 178.796227 155.712 \n",
              "L 179.609897 128.832 \n",
              "L 180.423568 220.224 \n",
              "L 181.237239 193.344 \n",
              "L 182.050909 198.72 \n",
              "L 182.86458 155.712 \n",
              "L 184.491921 187.968 \n",
              "L 185.305591 177.216 \n",
              "L 186.119262 161.088 \n",
              "L 186.932932 177.216 \n",
              "L 187.746603 128.832 \n",
              "L 188.560273 171.84 \n",
              "L 189.373944 182.592 \n",
              "L 190.187614 112.704 \n",
              "L 191.001285 187.968 \n",
              "L 191.814956 166.464 \n",
              "L 192.628626 171.84 \n",
              "L 193.442297 171.84 \n",
              "L 194.255967 118.08 \n",
              "L 195.069638 139.584 \n",
              "L 195.883308 177.216 \n",
              "L 196.696979 134.208 \n",
              "L 197.510649 198.72 \n",
              "L 198.32432 161.088 \n",
              "L 199.13799 161.088 \n",
              "L 199.951661 182.592 \n",
              "L 200.765332 112.704 \n",
              "L 201.579002 155.712 \n",
              "L 202.392673 118.08 \n",
              "L 203.206343 182.592 \n",
              "L 204.020014 155.712 \n",
              "L 204.833684 107.328 \n",
              "L 205.647355 209.472 \n",
              "L 206.461025 139.584 \n",
              "L 207.274696 161.088 \n",
              "L 208.088366 150.336 \n",
              "L 208.902037 193.344 \n",
              "L 209.715707 177.216 \n",
              "L 210.529378 139.584 \n",
              "L 211.343049 123.456 \n",
              "L 212.156719 193.344 \n",
              "L 212.97039 193.344 \n",
              "L 213.78406 214.848 \n",
              "L 214.597731 187.968 \n",
              "L 215.411401 128.832 \n",
              "L 216.225072 139.584 \n",
              "L 217.038742 155.712 \n",
              "L 217.852413 150.336 \n",
              "L 219.479754 128.832 \n",
              "L 220.293424 144.96 \n",
              "L 221.107095 128.832 \n",
              "L 221.920766 161.088 \n",
              "L 222.734436 182.592 \n",
              "L 223.548107 150.336 \n",
              "L 224.361777 171.84 \n",
              "L 225.175448 96.576 \n",
              "L 225.989118 134.208 \n",
              "L 226.802789 139.584 \n",
              "L 227.616459 193.344 \n",
              "L 228.43013 118.08 \n",
              "L 229.2438 101.952 \n",
              "L 230.057471 187.968 \n",
              "L 230.871141 155.712 \n",
              "L 231.684812 171.84 \n",
              "L 232.498483 139.584 \n",
              "L 233.312153 182.592 \n",
              "L 234.125824 134.208 \n",
              "L 234.939494 171.84 \n",
              "L 235.753165 123.456 \n",
              "L 236.566835 150.336 \n",
              "L 237.380506 161.088 \n",
              "L 238.194176 144.96 \n",
              "L 239.007847 161.088 \n",
              "L 239.821517 166.464 \n",
              "L 240.635188 101.952 \n",
              "L 241.448859 107.328 \n",
              "L 242.262529 166.464 \n",
              "L 243.0762 171.84 \n",
              "L 243.88987 182.592 \n",
              "L 244.703541 209.472 \n",
              "L 245.517211 150.336 \n",
              "L 246.330882 118.08 \n",
              "L 247.144552 150.336 \n",
              "L 247.958223 171.84 \n",
              "L 248.771893 134.208 \n",
              "L 249.585564 166.464 \n",
              "L 250.399234 155.712 \n",
              "L 251.212905 182.592 \n",
              "L 252.840246 150.336 \n",
              "L 253.653917 139.584 \n",
              "L 254.467587 166.464 \n",
              "L 255.281258 123.456 \n",
              "L 256.094928 134.208 \n",
              "L 256.908599 177.216 \n",
              "L 257.722269 139.584 \n",
              "L 258.53594 134.208 \n",
              "L 259.34961 107.328 \n",
              "L 260.163281 139.584 \n",
              "L 260.976951 187.968 \n",
              "L 261.790622 171.84 \n",
              "L 262.604293 118.08 \n",
              "L 263.417963 150.336 \n",
              "L 264.231634 161.088 \n",
              "L 265.045304 155.712 \n",
              "L 265.858975 193.344 \n",
              "L 266.672645 91.2 \n",
              "L 267.486316 187.968 \n",
              "L 268.299986 101.952 \n",
              "L 269.113657 171.84 \n",
              "L 269.927327 161.088 \n",
              "L 270.740998 112.704 \n",
              "L 271.554668 198.72 \n",
              "L 272.368339 112.704 \n",
              "L 273.18201 177.216 \n",
              "L 273.99568 150.336 \n",
              "L 274.809351 139.584 \n",
              "L 275.623021 101.952 \n",
              "L 276.436692 139.584 \n",
              "L 277.250362 139.584 \n",
              "L 278.064033 107.328 \n",
              "L 278.877703 128.832 \n",
              "L 279.691374 166.464 \n",
              "L 280.505044 171.84 \n",
              "L 281.318715 128.832 \n",
              "L 282.132386 139.584 \n",
              "L 282.946056 139.584 \n",
              "L 283.759727 91.2 \n",
              "L 284.573397 182.592 \n",
              "L 285.387068 144.96 \n",
              "L 286.200738 155.712 \n",
              "L 287.014409 134.208 \n",
              "L 287.828079 139.584 \n",
              "L 288.64175 161.088 \n",
              "L 289.45542 171.84 \n",
              "L 290.269091 134.208 \n",
              "L 291.082761 155.712 \n",
              "L 291.896432 161.088 \n",
              "L 292.710103 182.592 \n",
              "L 293.523773 187.968 \n",
              "L 294.337444 214.848 \n",
              "L 295.151114 112.704 \n",
              "L 295.964785 150.336 \n",
              "L 296.778455 182.592 \n",
              "L 297.592126 144.96 \n",
              "L 298.405796 134.208 \n",
              "L 300.033137 177.216 \n",
              "L 300.846808 166.464 \n",
              "L 301.660478 182.592 \n",
              "L 302.474149 112.704 \n",
              "L 303.28782 177.216 \n",
              "L 304.10149 96.576 \n",
              "L 305.728831 139.584 \n",
              "L 306.542502 171.84 \n",
              "L 307.356172 177.216 \n",
              "L 308.169843 198.72 \n",
              "L 308.983513 139.584 \n",
              "L 309.797184 155.712 \n",
              "L 310.610854 112.704 \n",
              "L 311.424525 139.584 \n",
              "L 312.238195 134.208 \n",
              "L 313.051866 123.456 \n",
              "L 313.865537 123.456 \n",
              "L 315.492878 134.208 \n",
              "L 316.306548 101.952 \n",
              "L 317.120219 118.08 \n",
              "L 317.933889 144.96 \n",
              "L 318.74756 118.08 \n",
              "L 319.56123 150.336 \n",
              "L 320.374901 123.456 \n",
              "L 321.188571 155.712 \n",
              "L 322.002242 107.328 \n",
              "L 322.815913 166.464 \n",
              "L 323.629583 139.584 \n",
              "L 324.443254 187.968 \n",
              "L 325.256924 161.088 \n",
              "L 326.070595 198.72 \n",
              "L 327.697936 107.328 \n",
              "L 328.511606 155.712 \n",
              "L 329.325277 177.216 \n",
              "L 330.138947 150.336 \n",
              "L 330.952618 139.584 \n",
              "L 331.766288 166.464 \n",
              "L 332.579959 171.84 \n",
              "L 333.39363 161.088 \n",
              "L 334.2073 123.456 \n",
              "L 335.020971 123.456 \n",
              "L 335.834641 150.336 \n",
              "L 336.648312 118.08 \n",
              "L 337.461982 161.088 \n",
              "L 338.275653 139.584 \n",
              "L 339.902994 182.592 \n",
              "L 340.716664 166.464 \n",
              "L 341.530335 166.464 \n",
              "L 342.344005 193.344 \n",
              "L 343.157676 139.584 \n",
              "L 343.971347 161.088 \n",
              "L 344.785017 139.584 \n",
              "L 345.598688 91.2 \n",
              "L 346.412358 155.712 \n",
              "L 347.226029 112.704 \n",
              "L 348.039699 144.96 \n",
              "L 348.85337 171.84 \n",
              "L 349.66704 134.208 \n",
              "L 350.480711 150.336 \n",
              "L 351.294381 112.704 \n",
              "L 352.108052 134.208 \n",
              "L 352.921722 123.456 \n",
              "L 353.735393 161.088 \n",
              "L 354.549064 177.216 \n",
              "L 355.362734 101.952 \n",
              "L 356.176405 139.584 \n",
              "L 356.990075 150.336 \n",
              "L 357.803746 123.456 \n",
              "L 358.617416 209.472 \n",
              "L 359.431087 144.96 \n",
              "L 360.244757 128.832 \n",
              "L 361.058428 187.968 \n",
              "L 361.872098 91.2 \n",
              "L 362.685769 139.584 \n",
              "L 363.49944 101.952 \n",
              "L 364.31311 166.464 \n",
              "L 365.126781 144.96 \n",
              "L 365.940451 155.712 \n",
              "L 366.754122 161.088 \n",
              "L 367.567792 139.584 \n",
              "L 368.381463 112.704 \n",
              "L 369.195133 128.832 \n",
              "L 370.008804 123.456 \n",
              "L 370.822474 144.96 \n",
              "L 371.636145 139.584 \n",
              "L 372.449815 139.584 \n",
              "L 373.263486 171.84 \n",
              "L 374.077157 123.456 \n",
              "L 374.890827 107.328 \n",
              "L 375.704498 96.576 \n",
              "L 376.518168 166.464 \n",
              "L 377.331839 161.088 \n",
              "L 378.145509 118.08 \n",
              "L 378.95918 139.584 \n",
              "L 380.586521 161.088 \n",
              "L 381.400191 161.088 \n",
              "L 382.213862 139.584 \n",
              "L 383.027532 112.704 \n",
              "L 383.841203 150.336 \n",
              "L 384.654874 166.464 \n",
              "L 385.468544 112.704 \n",
              "L 386.282215 139.584 \n",
              "L 387.095885 177.216 \n",
              "L 387.909556 134.208 \n",
              "L 388.723226 123.456 \n",
              "L 389.536897 193.344 \n",
              "L 390.350567 134.208 \n",
              "L 391.164238 166.464 \n",
              "L 391.977908 139.584 \n",
              "L 392.791579 193.344 \n",
              "L 393.605249 123.456 \n",
              "L 394.41892 139.584 \n",
              "L 395.232591 85.824 \n",
              "L 396.046261 150.336 \n",
              "L 396.859932 123.456 \n",
              "L 397.673602 161.088 \n",
              "L 398.487273 123.456 \n",
              "L 398.487273 123.456 \n",
              "\" style=\"fill:none;stroke:#1f77b4;stroke-linecap:square;stroke-width:1.5;\"/>\n",
              "   </g>\n",
              "   <g id=\"patch_3\">\n",
              "    <path d=\"M 57.6 307.584 \n",
              "L 57.6 41.472 \n",
              "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n",
              "   </g>\n",
              "   <g id=\"patch_4\">\n",
              "    <path d=\"M 414.72 307.584 \n",
              "L 414.72 41.472 \n",
              "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n",
              "   </g>\n",
              "   <g id=\"patch_5\">\n",
              "    <path d=\"M 57.6 307.584 \n",
              "L 414.72 307.584 \n",
              "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n",
              "   </g>\n",
              "   <g id=\"patch_6\">\n",
              "    <path d=\"M 57.6 41.472 \n",
              "L 414.72 41.472 \n",
              "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n",
              "   </g>\n",
              "   <g id=\"text_19\">\n",
              "    <!-- validation accuracy -->\n",
              "    <g transform=\"translate(177.64125 35.472)scale(0.12 -0.12)\">\n",
              "     <use xlink:href=\"#DejaVuSans-118\"/>\n",
              "     <use x=\"59.179688\" xlink:href=\"#DejaVuSans-97\"/>\n",
              "     <use x=\"120.458984\" xlink:href=\"#DejaVuSans-108\"/>\n",
              "     <use x=\"148.242188\" xlink:href=\"#DejaVuSans-105\"/>\n",
              "     <use x=\"176.025391\" xlink:href=\"#DejaVuSans-100\"/>\n",
              "     <use x=\"239.501953\" xlink:href=\"#DejaVuSans-97\"/>\n",
              "     <use x=\"300.78125\" xlink:href=\"#DejaVuSans-116\"/>\n",
              "     <use x=\"339.990234\" xlink:href=\"#DejaVuSans-105\"/>\n",
              "     <use x=\"367.773438\" xlink:href=\"#DejaVuSans-111\"/>\n",
              "     <use x=\"428.955078\" xlink:href=\"#DejaVuSans-110\"/>\n",
              "     <use x=\"492.333984\" xlink:href=\"#DejaVuSans-32\"/>\n",
              "     <use x=\"524.121094\" xlink:href=\"#DejaVuSans-97\"/>\n",
              "     <use x=\"585.400391\" xlink:href=\"#DejaVuSans-99\"/>\n",
              "     <use x=\"640.380859\" xlink:href=\"#DejaVuSans-99\"/>\n",
              "     <use x=\"695.361328\" xlink:href=\"#DejaVuSans-117\"/>\n",
              "     <use x=\"758.740234\" xlink:href=\"#DejaVuSans-114\"/>\n",
              "     <use x=\"799.853516\" xlink:href=\"#DejaVuSans-97\"/>\n",
              "     <use x=\"861.132812\" xlink:href=\"#DejaVuSans-99\"/>\n",
              "     <use x=\"916.113281\" xlink:href=\"#DejaVuSans-121\"/>\n",
              "    </g>\n",
              "   </g>\n",
              "  </g>\n",
              " </g>\n",
              " <defs>\n",
              "  <clipPath id=\"p33d72d1af1\">\n",
              "   <rect height=\"266.112\" width=\"357.12\" x=\"57.6\" y=\"41.472\"/>\n",
              "  </clipPath>\n",
              " </defs>\n",
              "</svg>\n",
              "</div>"
            ]
          },
          "metadata": {},
          "output_type" : "display_data"
        }
      ]
    },
    {
      "cell_type" : "code",
      "execution_count" : 37,
      "metadata" : {
        "language" : "python"
      },
      "language" : "python",
      "source" : [
      ],
      "outputs" : [
      ]
    }
  ]
}