4. Sequences and Prediction/Week 2.2 - Predict synthetic data with Linear Regression.ipynb

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  "metadata": {
    "colab": {
      "name": "S+P Week 2 Lesson 2.ipynb",
      "version": "0.3.2",
      "provenance": []
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        "colab_type": "code",
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          "base_uri": "https://localhost:8080/",
          "height": 374
        },
        "outputId": "b99b41a2-dc43-40f2-82d2-03b53b9f4a9e"
      },
      "source": [
        "!pip install tf-nightly-2.0-preview"
      ],
      "execution_count": 1,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Requirement already satisfied: tf-nightly-2.0-preview in /usr/local/lib/python3.6/dist-packages (2.0.0.dev20190805)\n",
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            "Requirement already satisfied: astor>=0.6.0 in /usr/local/lib/python3.6/dist-packages (from tf-nightly-2.0-preview) (0.8.0)\n",
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            "Requirement already satisfied: markdown>=2.6.8 in /usr/local/lib/python3.6/dist-packages (from tb-nightly<1.16.0a0,>=1.15.0a0->tf-nightly-2.0-preview) (3.1.1)\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "BOjujz601HcS",
        "colab_type": "code",
        "outputId": "cf8ea84f-cf2e-4c02-a7c8-206ae7106eae",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 34
        }
      },
      "source": [
        "import tensorflow as tf\n",
        "import numpy as np\n",
        "import matplotlib.pyplot as plt\n",
        "print(tf.__version__)"
      ],
      "execution_count": 2,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "2.0.0-dev20190805\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab_type": "code",
        "id": "Zswl7jRtGzkk",
        "colab": {}
      },
      "source": [
        "def plot_series(time, series, format=\"-\", start=0, end=None):\n",
        "    plt.plot(time[start:end], series[start:end], format)\n",
        "    plt.xlabel(\"Time\")\n",
        "    plt.ylabel(\"Value\")\n",
        "    plt.grid(True)\n",
        "\n",
        "def trend(time, slope=0):\n",
        "    return slope * time\n",
        "\n",
        "def seasonal_pattern(season_time):\n",
        "    \"\"\"Just an arbitrary pattern\"\"\"\n",
        "    return np.where(season_time < 0.4,\n",
        "                    np.cos(season_time * 2 * np.pi),\n",
        "                    1 / np.exp(3 * season_time))\n",
        "\n",
        "def seasonality(time, period, amplitude=1, phase=0):\n",
        "    \"\"\"Repeats the same pattern at each period\"\"\"\n",
        "    season_time = ((time + phase) % period) / period\n",
        "    return amplitude * seasonal_pattern(season_time)\n",
        "\n",
        "def noise(time, noise_level=1, seed=None):\n",
        "    rnd = np.random.RandomState(seed)\n",
        "    return rnd.randn(len(time)) * noise_level\n",
        "\n",
        "time = np.arange(4 * 365 + 1, dtype=\"float32\")\n",
        "baseline = 10\n",
        "series = trend(time, 0.1)  \n",
        "baseline = 10\n",
        "amplitude = 40\n",
        "slope = 0.05\n",
        "noise_level = 5\n",
        "\n",
        "# Create the series\n",
        "series = baseline + trend(time, slope) + seasonality(time, period=365, amplitude=amplitude)\n",
        "# Update with noise\n",
        "series += noise(time, noise_level, seed=42)\n",
        "\n",
        "split_time = 1000\n",
        "time_train = time[:split_time]\n",
        "x_train = series[:split_time]\n",
        "time_valid = time[split_time:]\n",
        "x_valid = series[split_time:]\n",
        "\n",
        "window_size = 20\n",
        "batch_size = 32\n",
        "shuffle_buffer_size = 1000"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "4sTTIOCbyShY",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "def windowed_dataset(series, window_size, batch_size, shuffle_buffer):\n",
        "  dataset = tf.data.Dataset.from_tensor_slices(series)\n",
        "  dataset = dataset.window(window_size + 1, shift=1, drop_remainder=True)\n",
        "  dataset = dataset.flat_map(lambda window: window.batch(window_size + 1))\n",
        "  dataset = dataset.shuffle(shuffle_buffer).map(lambda window: (window[:-1], window[-1]))\n",
        "  dataset = dataset.batch(batch_size).prefetch(1)\n",
        "  return dataset"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "ou-WmE2AXu6B",
        "colab_type": "code",
        "outputId": "ec7eae21-012e-4b35-9126-9f4a1a745595",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 462
        }
      },
      "source": [
        "dataset = windowed_dataset(x_train, window_size, batch_size, shuffle_buffer_size)\n",
        "print(dataset)\n",
        "l0 = tf.keras.layers.Dense(1, input_shape=[window_size])\n",
        "model = tf.keras.models.Sequential([l0])\n",
        "\n",
        "\n",
        "model.compile(loss=\"mse\", optimizer=tf.keras.optimizers.SGD(lr=1e-6, momentum=0.9))\n",
        "model.fit(dataset,epochs=100,verbose=0)\n",
        "\n",
        "print(\"Layer weights {}\".format(l0.get_weights()))\n",
        "\n"
      ],
      "execution_count": 5,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "<PrefetchDataset shapes: ((None, None), (None,)), types: (tf.float32, tf.float32)>"
          ],
          "name": "stdout"
        },
        {
          "output_type": "stream",
          "text": [
            "WARNING: Logging before flag parsing goes to stderr.\n",
            "W0805 15:02:06.023546 140419129137024 deprecation.py:323] From /usr/local/lib/python3.6/dist-packages/tensorflow_core/python/keras/optimizer_v2/optimizer_v2.py:468: BaseResourceVariable.constraint (from tensorflow.python.ops.resource_variable_ops) is deprecated and will be removed in a future version.\n",
            "Instructions for updating:\n",
            "Apply a constraint manually following the optimizer update step.\n"
          ],
          "name": "stderr"
        },
        {
          "output_type": "stream",
          "text": [
            "\n",
            "Layer weights [array([[-0.00884118],\n",
            "       [-0.07074365],\n",
            "       [ 0.11749747],\n",
            "       [-0.04624387],\n",
            "       [-0.04870361],\n",
            "       [ 0.07750612],\n",
            "       [-0.03088856],\n",
            "       [ 0.03992792],\n",
            "       [-0.09176214],\n",
            "       [ 0.05608802],\n",
            "       [-0.00740686],\n",
            "       [ 0.0395592 ],\n",
            "       [-0.0728991 ],\n",
            "       [ 0.01690704],\n",
            "       [ 0.08424075],\n",
            "       [ 0.01703088],\n",
            "       [ 0.06601216],\n",
            "       [ 0.0816599 ],\n",
            "       [ 0.2894815 ],\n",
            "       [ 0.4769525 ]], dtype=float32), array([0.01362538], dtype=float32)]\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "-gtVJuLVxR-M",
        "colab_type": "code",
        "outputId": "3d80a1db-12e4-491d-c766-39599436186d",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        }
      },
      "source": [
        "forecast = []\n",
        "\n",
        "for time in range(len(series) - window_size):\n",
        "  forecast.append(model.predict(series[time:time + window_size][np.newaxis]))\n",
        "\n",
        "forecast = forecast[split_time-window_size:]\n",
        "results = np.array(forecast)[:, 0, 0]"
      ],
      "execution_count": 6,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "W0805 15:02:20.021316 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.055673 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.063903 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.073286 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.080899 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.089571 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.097942 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.107601 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.116933 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.127244 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.135743 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.144862 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.152463 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.161059 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.168499 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.176725 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.184310 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.192449 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.199689 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.208051 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.215532 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.226037 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.234829 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.244672 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.252694 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.261714 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.270142 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.279134 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.288206 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.298501 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.308918 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.319880 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.329108 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.338456 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.346634 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.356008 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.363161 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.371551 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.378589 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.386754 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.393990 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.402877 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.410166 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.419705 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.428641 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.437921 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.445667 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.458524 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.467270 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.475825 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.483309 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.491443 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.498431 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.506670 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.514094 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.522020 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.529565 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.538711 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.550500 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.558248 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.566814 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.574655 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.582917 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.590304 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.598666 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.606429 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.614757 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.622368 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.630665 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.637951 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.646884 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.656158 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.663380 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.671693 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.678992 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.687423 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.694608 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.703009 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.710176 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.718552 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.726029 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.734086 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.742653 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.752289 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.760717 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.772675 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.783305 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.792667 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.801476 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.811207 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.820372 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.830598 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.842335 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.851886 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.860481 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.869240 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.876910 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.885837 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.892998 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.901454 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.908815 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.917117 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.924045 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.932676 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.940083 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.948609 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.955862 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.964245 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.971645 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.980120 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.987294 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:20.995877 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.003443 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.014205 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.022210 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.031712 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.045393 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.052877 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.061669 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.069698 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.080064 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.087290 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.096525 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.103955 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.112465 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.119825 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.129249 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.137895 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.147741 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.155084 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.163422 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.170335 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.178846 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.186192 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.194654 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.201900 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.210200 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.217578 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.226013 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.233164 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.241537 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.248600 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.256579 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.263853 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.272844 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.280167 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.290337 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.298266 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.307918 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.315356 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.330479 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.338804 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.349980 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.358704 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.368496 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.375582 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.384383 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.391595 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.399516 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.406527 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.416560 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.423984 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.433929 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.445144 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.455039 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.462919 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.472247 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.479490 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.491991 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.499577 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.507807 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.516001 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.526530 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.534052 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.542873 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.549895 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.558403 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.565907 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.574162 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.585928 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.594463 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.602205 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.611068 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.618459 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.626161 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.635048 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.644945 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.652442 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.661158 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.668763 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.678589 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.686484 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.695819 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.704141 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.713989 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.722268 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.731897 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.740029 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.749712 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.757956 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.767510 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.777084 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.787047 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.796283 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.806028 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.814927 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.824733 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.833724 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.843958 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.852829 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.865368 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.873126 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.882504 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.889825 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.898148 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.905638 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.914756 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.923090 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.935480 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.945018 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.955141 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.964020 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.974221 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.983568 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:21.993603 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.002741 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.012684 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.022074 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.032428 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.041494 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.051283 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.060254 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.069962 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.078317 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.087862 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.095887 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.105428 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.113615 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.123190 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.133133 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.142708 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.151819 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.160636 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.169334 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.179363 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.188493 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.198217 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.207320 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.216802 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.224755 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.233979 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.242032 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.251839 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.260126 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.270093 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.279407 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.290672 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.298573 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.308743 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.317006 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.326844 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.334971 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.344719 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.352519 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.362793 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.370347 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.379618 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.390765 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.400646 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.408137 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.418570 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.426563 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.439000 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.447462 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.457285 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.465286 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.474642 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.482314 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.490975 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.500112 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.509398 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.518748 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.528414 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.537261 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.546844 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.554656 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.563618 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.573511 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.583284 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.590938 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.600064 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.608018 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.616940 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.624428 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.633644 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.641646 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.650963 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.659465 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.669096 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.676841 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.685115 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.694483 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.703321 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.712717 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.723637 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.733011 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.742469 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.750244 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.759225 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.768402 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.777930 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.786323 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.795866 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.806502 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.816586 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.825207 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.836680 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.845406 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.855211 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.863554 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.874240 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.883685 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.894433 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.903656 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.918440 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.927325 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.937358 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.945700 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.955248 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.963267 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.972565 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.980570 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.990000 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:22.997847 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.006954 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.016458 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.026744 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.035579 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.045391 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.056656 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.067455 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.076050 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.085806 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.094817 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.105270 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.115051 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.124523 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.135030 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.143361 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.152644 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.160338 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.168992 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.176754 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.185162 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.192672 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.201292 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.208721 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.217485 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.225689 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.234999 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.242872 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.252367 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.260397 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.271631 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.280477 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.290287 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.298675 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.308857 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.317166 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.326137 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.336431 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.346642 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.354456 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.363317 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.370974 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.380932 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.388895 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.397820 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.405451 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.414270 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.422450 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.431503 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.439881 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.449014 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.456702 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.465372 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.473403 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.483372 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.496928 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.506054 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.516015 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.525042 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.534500 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.543910 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.551421 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.560289 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.568423 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.577313 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.586555 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.597034 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.604970 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.614100 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.621921 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.631825 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.640984 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.651613 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.659859 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.670152 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.678326 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.687763 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.695817 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.707244 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.716267 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.729395 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.738956 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.749412 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.758653 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.768826 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.779193 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.789828 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.798459 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.808915 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.818323 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.827754 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.835594 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.844802 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.852550 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.861283 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.869511 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.879124 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.887335 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.896374 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.905548 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.915611 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.924243 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.933988 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.942941 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.952436 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.961423 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.971658 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.980420 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.989724 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:23.997180 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.007496 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.015267 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.023574 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.031194 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.039885 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.047711 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.056734 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.064657 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.073544 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.081379 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.089657 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.097066 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.105580 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.113396 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.122466 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.130238 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.139101 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.147881 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.157886 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.165562 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.174451 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.182037 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.190730 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.199600 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.209821 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.218334 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.227375 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.235109 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.243710 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.251134 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.263387 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.271322 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.280012 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.288250 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.296949 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.304612 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.313226 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.320740 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.330924 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.340593 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.349686 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.357434 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.365982 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.376651 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.386431 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.394233 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.402118 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.409841 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.421713 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.430691 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.440395 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.448491 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.458007 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.466880 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.476720 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.484390 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.493480 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.500973 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.509695 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.517025 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.525206 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.532146 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.540604 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.547653 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.556069 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.563327 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.571332 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.578429 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.586659 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.595900 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.605261 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.613251 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.622259 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.630951 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.641149 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.648305 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.656830 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.664994 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.673693 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.680908 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.689103 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.696087 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.705419 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.712117 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.720189 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.727436 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.738204 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.745433 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.753711 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.760928 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.769001 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.775909 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.783825 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.792098 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.799912 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.807014 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.814965 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.822890 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.832596 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.840080 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.849123 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.856336 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.864379 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.871705 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.881165 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.889505 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.898680 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.905942 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.915885 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.923645 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.932611 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.940703 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.951092 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.958698 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.967191 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.974436 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.983154 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.991016 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:24.999890 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.010166 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.019000 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.026007 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.034221 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.041139 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.049089 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.056165 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.064014 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.071170 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.079325 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.086258 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.096210 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.103363 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.111528 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.118279 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.125854 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.133908 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.142131 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.149072 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.156851 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.163764 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.172315 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.181025 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.192685 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.201396 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.211582 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.218962 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.227187 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.237140 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.245856 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.253222 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.261555 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.271323 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.284361 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.292532 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.301918 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.309562 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.322993 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.330885 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.339171 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.347696 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.356378 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.363404 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.372893 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.381417 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.389913 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.396682 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.404510 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.411951 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.423353 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.431986 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.443033 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.452035 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.462382 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.470822 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.479743 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.491755 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.501523 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.509225 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.518100 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.525828 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.535212 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.543301 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.552470 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.560267 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.569510 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.577324 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.585486 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.593140 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.602110 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.610254 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.618798 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.626199 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.634505 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.641509 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.649618 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.656579 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.664693 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.672059 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.680726 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.690400 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.699433 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.707203 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.716869 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.725235 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.736297 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.744861 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.753796 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.762345 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.771264 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.779084 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.788058 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.796174 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.804706 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.812614 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.821042 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.827966 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.836218 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.843664 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.852432 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.860110 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.868676 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.875618 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.889665 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.897716 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.905565 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.912605 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.920584 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.927412 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.936247 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.944095 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.953151 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.961407 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.970947 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.979872 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.991540 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:25.998708 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.007119 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.013902 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.021807 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.032800 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.043102 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.050534 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.058458 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.067054 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.076295 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.084395 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.093868 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.101642 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.110690 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.119185 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.128169 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.138128 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.147195 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.153915 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.161872 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.169855 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.178658 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.185524 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.193108 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.199507 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.207528 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.217025 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.226029 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.233146 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.242703 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.249651 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.258130 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.265408 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.273661 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.281054 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.289684 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.297460 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.306459 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.314028 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.323076 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.331148 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.339614 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.347047 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.355181 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.365487 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.373891 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.380849 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.388942 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.396144 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.404069 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.411442 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.420286 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.427582 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.436684 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.443947 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.454670 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.462008 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.470708 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.478337 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.486688 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.493699 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.502042 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.509110 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.517121 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.524232 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.532751 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.540092 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.548561 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.555591 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.563987 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.571614 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.579896 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.586808 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.595268 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.603579 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.612932 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.620882 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.629815 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.637714 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.646399 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.653748 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.662041 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.669674 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.678188 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.686302 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.694887 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.701461 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.708995 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.716052 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.724069 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.731126 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.741187 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.749553 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.760597 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.768084 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.776978 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.785891 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.797849 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.805490 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.814072 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.822157 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.831116 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.839415 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.848174 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.856464 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.864728 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.871934 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.880495 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.887330 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.896425 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.903521 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.911586 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.918479 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.926249 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.933091 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.940461 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.948142 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.956990 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.963812 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.971492 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.978009 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.985729 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:26.992339 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.000949 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.008634 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.017705 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.025423 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.034488 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.042584 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.051496 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.059520 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.067747 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.074651 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.083908 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.091184 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.098982 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.106251 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.114260 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.121244 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.130992 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.140927 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.150460 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.157473 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.166318 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.173374 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.181511 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.188471 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.197726 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.206024 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.215177 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.223261 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.232658 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.240591 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.249543 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.257523 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.266921 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.275991 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.288599 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.297303 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.307056 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.314239 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.328654 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.335867 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.346603 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.354539 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.363392 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.371510 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.380554 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.388023 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.396659 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.403455 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.411112 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.417890 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.425946 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.432642 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.440463 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.447491 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.455452 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.462804 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.470944 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.477955 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.490131 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.497972 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.506303 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.512737 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.521975 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.529965 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.540591 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.548443 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.557664 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.565659 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.575729 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.583310 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.590856 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.598206 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.605909 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.612590 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.620062 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.626680 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.635241 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.641626 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.649054 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.656998 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.664437 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.673201 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.682380 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.689167 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.697145 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.704225 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.712108 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.720570 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.731010 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.740382 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.750995 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.758677 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.767200 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.774593 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.784118 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.793241 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.802167 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.809592 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.817765 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.825347 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.834018 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.841497 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.849685 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.857162 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.866646 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.874109 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.882913 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.891206 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.899445 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.906801 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.914714 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.922693 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.931890 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.943038 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.951810 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.959939 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.971329 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.979104 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.988377 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:27.995924 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.004468 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.012157 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.022558 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.031708 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.041296 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.049257 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.058260 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.066827 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.080163 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.090178 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.099646 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.109005 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.118308 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.126156 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.138650 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.147103 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.154725 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.163566 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.172013 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.180275 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.189658 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.197911 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.207355 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.214798 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.223243 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.231804 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.241818 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.251956 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.259542 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.268004 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.276094 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.284380 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.291226 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.299614 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.307874 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.317038 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.325417 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.334669 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.343571 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.353211 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.362069 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.371705 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.380652 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.393889 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.401707 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.411581 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.422018 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.432377 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.441639 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.451157 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.460112 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.471788 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.480537 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.489886 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.498442 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.507731 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.515960 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.525121 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.532681 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.541611 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.549387 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.558264 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.567145 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.576670 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.585121 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.594554 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.603277 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.612266 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.620889 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.630031 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.637286 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.645572 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.652513 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.660481 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.668315 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.676625 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.683746 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.692505 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.700623 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.709950 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.717924 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.726522 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.734189 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.742792 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.750358 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.759022 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.766704 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.775538 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.782648 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.791023 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.798429 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.810367 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.817587 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.825670 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.833988 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.843564 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.850566 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.859056 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.866300 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.874599 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.882110 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.890671 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.898999 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.908189 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.916938 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.927271 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.937792 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.949558 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.961484 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.971216 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.980547 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.988359 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:28.995985 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.003472 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.012331 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.019165 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.026737 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.037274 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.052596 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.063202 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.073385 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.081962 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.089983 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.100459 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.108410 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.119391 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.127125 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.137421 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.144559 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.152594 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.160196 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.168203 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.175221 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.184715 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.192618 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.200747 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.207857 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.217450 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.225717 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.234888 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.242624 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.251692 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.259556 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.267213 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.273979 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.282340 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.291641 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.300450 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.308705 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.321060 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.330464 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.338495 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.347039 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.354577 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.363595 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.371163 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.378723 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.386983 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.395828 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.404483 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.412480 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.420411 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.429316 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.438309 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.446695 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.454736 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.465237 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.473961 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.481906 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.489182 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.497644 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.505915 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.513686 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.521486 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.529640 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.539535 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.547508 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.556550 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.566095 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.575631 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.584007 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.591544 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.600743 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.609918 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.623798 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.633077 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.642324 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.651218 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.660043 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.667688 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.676417 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.684414 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.692389 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.699416 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.707677 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.716026 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.724296 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.732689 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.741796 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.750216 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.758723 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.766858 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.776199 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.785636 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.793765 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.801377 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.808625 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.816731 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.824500 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.832623 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.839972 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.848614 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.856743 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.864657 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.872102 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.881053 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.889305 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.897049 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.904178 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.912364 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.920331 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.929140 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.937559 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.948541 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.957337 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.965246 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.972209 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.981597 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.989660 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:29.997936 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.006344 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.015043 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.023815 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.036828 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.044847 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.053577 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.061149 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.068362 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.075144 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.083294 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.091908 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.099377 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.106472 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.114826 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.123285 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.131543 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.138336 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.146503 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.154279 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.161879 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.168804 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.177686 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.185958 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.193240 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.199654 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.208365 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.216050 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.224975 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.237237 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.249505 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.258268 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.266364 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.274739 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.284338 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.295722 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.305154 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.313170 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.320513 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.329433 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.337339 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.345620 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.352614 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.360426 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.369026 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.379755 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.388231 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.396332 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.403739 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.412322 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.421200 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.429382 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.436620 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.444561 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.452205 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.460097 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.467303 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.475294 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.482621 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.489860 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.496741 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.505629 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.513495 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.523139 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.531377 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.540043 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.548550 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.558357 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.567259 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.576127 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.584097 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.592380 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.599742 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.607386 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.614116 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.623186 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.630933 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.638735 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.645809 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.654070 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.662012 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.670533 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.681199 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.690277 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.698870 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.707729 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.716335 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.725750 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.734344 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.744297 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.755123 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.763741 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.772172 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.779721 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.787090 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.795055 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.803699 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.812021 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.819440 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.827924 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.836680 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.844799 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.853000 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.861146 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.870184 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.879349 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.887715 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.896969 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.905338 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.914057 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.922754 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.932103 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.940652 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.949931 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.957956 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.967244 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.975594 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.983556 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.990853 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:30.999239 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.008199 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.017031 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.025572 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.034549 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.043608 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.051827 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.059422 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.068094 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.076473 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.084336 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.091717 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.100630 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.108989 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.116965 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.124220 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.133035 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.141551 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.149722 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.157181 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.165726 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.174020 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.182195 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.189881 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.198620 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.206910 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.215039 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.222695 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.232207 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.239986 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.249582 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.259811 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.268839 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.277381 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.285442 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.293202 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.302675 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.312081 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.327280 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.337739 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.347893 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.356709 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.365027 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.372472 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.381179 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.389455 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.397629 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.405411 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.414510 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.423277 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.432433 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.442749 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.452667 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.461743 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.470081 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.477829 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.494099 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.503077 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.513328 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.521638 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.530254 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.538041 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.549431 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.557469 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.565257 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.574135 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.582609 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.592503 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.603109 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.611893 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.620549 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.631102 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.642421 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.650674 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.659537 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.667661 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.676084 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.684360 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.693989 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.702586 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.710989 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.718713 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.727756 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.736256 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.744651 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.752003 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.760678 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.768406 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.776304 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.784685 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.792677 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.802904 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.811360 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.819607 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.826925 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.834618 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.842974 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.855895 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.863706 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.871005 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.879163 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.887723 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.895292 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.904409 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.911888 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.922447 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.931126 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.939495 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.946853 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.955915 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.964494 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.973257 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.980966 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.989677 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:31.997687 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:32.005815 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:32.013330 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:32.021619 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:32.029536 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:32.037284 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:32.045520 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:32.055067 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:32.063075 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:32.072022 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:32.080956 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:32.089675 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:32.097640 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:32.105684 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:32.113130 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:32.121600 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:32.129550 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:32.137686 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:32.145467 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:32.154262 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:32.163151 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:32.171578 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:32.179225 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:32.187572 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:32.197376 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:32.205094 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:32.212728 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:32.222258 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:32.234405 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:32.245811 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:32.255699 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:32.264826 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:32.272665 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:32.283385 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:32.291400 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:32.300217 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:32.308631 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:32.317919 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:32.326924 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:32.336164 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:32.344480 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:32.353830 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:32.362743 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:32.371607 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:32.379156 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:32.388087 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:32.398484 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:32.407526 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:32.416721 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:32.425352 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:32.435594 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:32.448585 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:32.458083 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:32.467357 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:32.475458 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:32.484891 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:32.493854 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n",
            "W0805 15:02:32.501950 140419129137024 training_utils.py:1211] When passing input data as arrays, do not specify `steps_per_epoch`/`steps` argument. Please use `batch_size` instead.\n"
          ],
          "name": "stderr"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "PExJ7kZCTMv3",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 392
        },
        "outputId": "398255b0-1166-4661-b621-c96d4f22a896"
      },
      "source": [
        "plt.figure(figsize=(10, 6))\n",
        "\n",
        "plot_series(time_valid, x_valid)\n",
        "plot_series(time_valid, results)"
      ],
      "execution_count": 7,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": 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CMsdLqLOZelKcVWloU4xcKJsWGTOZIRpkOKSHWNU8gOP5FHWZki4woxPirGed+XnRCwCo\n6iyTYVgz12vWn7IYo4d+Sth48ztnybBm4KJtP1Lihg9/nz3Hymf47gVBEIQzxdO6o0KaIOJMWOb4\nCXHWcP0orJn1a0zQA0CufAByfah0EYA9ei1r3IM0XZ+8X+GCNWt4/xufF6/0V74Av/bvsOZ6AKrk\nqKb6zHOBOMulbUb1ALbSXKRGuW7kG602XsBMm4KAP/2PJxgrN3h4/+TCfAiCIAjCaaM12CLOBGHh\nmK2HUpb5k874NSaCPLF0YxK6VpJJmef26DWs84Zpeh55r0xX7yCDA3FBAD3r4MpXQq9x0Gpk+fkb\nrzbP5QLBl7YZ0aZw4K32rbzmwEdhdOuc/ZsJBFkhY1NpuExXHR47OBU8Jm0GBUEQzjaScyYIC4w3\na5h4KMAyXjUSZwAUhsgmxFmeOgPeGDmvbARXILoAsDPm58ClAHz6bT/Hy28IxVnonFmMBpWfN1o7\nAPjSnQ+25JhBnHP2jK46aycf4v49Y9FzTU9y0ARBEM42ntYd1YAWRJwJyxx/lnWWCm5/cm6JMXrj\nJwoDkXDbrdcCcIU6FIizXsgmhFwqa35e/BJ4y63kL7oBCma+ZiTOUrFzdrl1GIAt259m877WUGW5\n7lLI2LzT+wL/Y/g9WCOPA2Zm58/c/QY48GC07Kc27eZD333ydD8KQRAE4TTQGqwOs85EnAnLGt/X\nKEXkiqVtC+rTZL0ye/w18YLF2DnbaV/BjM7zu/Z3yLkl6F4N2YSQswNxppQpClAK8sYlIxuHNSfo\npqnt6GUr1FQUxgyZqbt051LkLeOSXbvtbwDNejVG38xOCMQawI93j3HvzrnzOwVBEITFw5OwpiAs\nLL4289BCVyydsmDqIGAS/yMKg9EyuWIP3/ReyPPtJ3GtHDz7TXFYU1lgt8kFS2VgzbNg9XUAZNMW\nGoujxA1rV6lJLtr6CaiM8c6vPMrnfrSXcsOlK5siE4iztZObWcUk/Zj+aDQr0etrTY+aI6FOQRCE\npcTvwLCmZCQLyxpfa2ylyKZsZnBJWwqmDgBwUK+godNklWNyzmaMy9VXSPNv0y/jTanv8/RF/4Vn\ndK00K0vl59uM4XfujX7Npcy6RvQA65XJI7vJ2sIlT99O9YlL+c6WVXxnyzBd2RTXrO2hZ3omeu1q\nNUG/Cv7vxA1vq02PuogzQRCEJcU/n8KaSqnPK6WOKqW2Jh4bUErdqZR6OvjZHzyulFIfV0rtUko9\nrpR6zmLtl3BuYfrTzAprBuLskF5BPRxiXhiMlhkoZtiuL+L1jb9k+vnvjVeW64nzzU5ALm3WFead\nAVxijQBw9KgZF5VNWdywoZ8Pvf5auv0Sh1kBwGX5Mv0q6HHmxGOm6o5HrSniTBAEYSk536o1vwC8\nctZj7wXu0lpfDtwV/B/g54HLg39vAz61iPslnEPoIKyZDcRSyjbOmWvnmaCbBkHlZSKs2Vcwjz2m\nL+OSNQPxyrLdpyDOjHMWVmweSszmHJ8wTtr9f/oyvvCWG7liVTcFb4Yd/gUAXJAutRVnNceENXWb\nfmmCIAjC4hBGYDqJRRNnWut7gYlZD78O+GLw+xeB1yce/5I2PAD0KaXWIAgnwPPN2I1sEGbM2BZM\n7aeSXwsoGjpwzoqD0TL9hXT0+hVdCTGW7YmLAU5AKAb36tU0dIrN/hXRc+Wpcdb25hgoZqA2CZVx\n8u40T/tr8bBYY08xZM0Na9YcD1/PP0RdEARBWHh83VlDz2Hpc85Waa2PBL+PAKuC39cBBxPLHQoe\nO4IgHAd/VlgzdM5qBdNAtt7inJmeY/2Bc5ayVOsXMtcDjdJJbTd0zr7mbeTH/jW82noAgsLNenmS\nay7shdEn4VPPh1XXYmuXcd3DOH2sYpKsapiFE85ZNQhp1pt+JCSTbD9SYl1/np5ces5zgiAIwunh\na43VYeWRZ60gQGutlVKnHL9RSr0NE/pk1apVbNq0aaF3bQ7lcnlJtiOcOgcPNvA9l1rZiKrJ8TGc\n8h4OF18EQCPIObv34e0cPGi+fWPDZtZmf5aW43pps5s8/Ww9iWPtBs1vm6Q5qNa29FSzGiUKjQlK\n//I7ZoBUMDlgii6O+H30NkfRgWk9NnKIH9x6N11pRdM1jtnd9/6Q/tzcM8Xvfb/CKzeked1lmZP8\ndJYn8n1bnshxW76c78fuyEidZt3vqM9gqcXZqFJqjdb6SBC2PBo8fhi4ILHc+uCxOWitPwN8BuCG\nG27QGzduXMTdNWzatIml2I5w6tw1tZXs+BFWDvXw1OQYG1b1k54q07X+Khg14kyn8rzkZa/gyEMH\n+LcdT/Csq6/iX7c/zqVr+tm48fnxyoJjvPEktqu1xrrze/gaunJpjtX7oue6VZUXXX8VPXe0Gr9T\nuoujup9r7ClsLwUaRmaavOcHNf7r8y4EDnC12scLe/pY+YLfmLO92m3fY3D1ejZuvPr0Pqxlgnzf\nlidy3JYv5/uxu3n4EY46pY76DJbayPs28FvB778FfCvx+G8GVZvPA6YT4U9BmBfTn4YoDNilTJjQ\ny5i+ZQ2dxg8ayL7qujV84tefw5WrzTSAV1yz+rS3q1Sc51bIpHjCv5jt/oVs9y+ghyrrsjVwKrDh\nxdFrJnUXo7qPXm+cvqDPmVM3fc52HTUFAm+2b2fgB++bsz3H08FPyUcTBEFYSM6rCQFKqa8A9wNX\nKqUOKaXeCvw18HNKqaeBnw3+D/A9YA+wC/gs8PbF2i/h3CJsHhgm6HdhEux1xgiwCXrwe9YD0J1L\n8+pnruFZF/Tx/T+8iTe/YMMZbTtsp1HM2owywM83/5on9UV0U2UtQaf/SzZGy0/Szajup+hOMaRN\nrUwOk3t2dMb87FNl7ObMnInuoSiTYgFBEISFJbzJ7yQWLayptf61eZ56WZtlNfD7i7UvwrmL7wet\nNIKCgGIgzvxAnH3Q+S1uev2LmJ1Cf9nKrjPetikKcChk4q/RjC7QbVVJe6bnGRe/JHquke5l1DN9\n0QrUg59GlB0rmZ89qorSnikUyBSj10bizD1xmuYjBya5anV3y34JgiAI7THjmzpLnXVYfYIgnBq+\nbm2lUdQmTKiDGZjj9GL1rJ339WdCWLFZyMSVlSUKdFOlUB02DwxdAT2mctQuDLDDv7BlHXnVBIhm\ncvYSjHOqt1aNhmHNEzln1abLr3z6fr6++dBpvCNBEITzj3AMYCch4kxY1syeEFDQQVgz2x0tYy+S\nXx1tc5ZzZiuNOrrdDFPP98HAJZDtpa8rz+P6Ump508KvRpYcDbqz8et7VCDOGvG4J4idM8c9vjir\nOz6ur5msNs/4/QmCIJwruJ4fVcTPphNbaXTY7gjCqTF7QkBem4IAKyHOFuuOKHTOilnzc6CYoUQQ\nihx5AvqCAuQNL4K1zzJNaYGdzzeplg/5V1Kgwa/n7uNZahcAPQR9z2b1W3NPsiAgfL4qY6AEQRAi\nPnrHU/zaZx9o+9x5NSFAEJaCaEKAHeSc+abqUed6omVSi+SchQUBYVhzZXeWGR0MTx99AvqCEObG\n98JvfYeBopk+4F50E2+98FYe8K4ipXz+sPFp3pH6JjYe3SqYGFCfbtlW8yQLAsI7w2rTPeP3JwiC\ncK5waLLGoclq2+c6cUKAiDNhWRNNCAhcrJzfxjlbtLBm3EoDYFVPLnbOAPovbll+sMs4Zz25FFYq\nQx0j1rI0uN7aRU+YbwZznTM/LAiYK87qjsft20wBQuScNcQ5EwRBCGm6Po35wprn2eBzQVh0tAY7\nUa2Z86tgZ7HSOWDx8s0g0UojcM5W9+Ri5wxaKjWBKKzZlUuRSVnUiDv9r1Alrrb2xwvPzjlz5y8I\n+N+37eB3vvwwD+2biCYXVMQ5EwRBiGi6Pg1n/pyzxbxWnA5Say8sa8IS6FCcZb0y5HrMjE1Y1DyC\nqFozSOi/eEWRR61Ei44NL2pZ/hXXrObYTINV3TkytkVVtw5Zv8l6PP7P7GrNwDlrl3M2VjbJ/4cn\na+SDfUrmnNWaHk3PpzcvMzkFQTg/Mc6Zh9Z6TgjT8+c+drYR50xY1sSDz40oyXoVyHZHeWaL6pyl\nbJSCXCAMLxwo8NU/eHm8QLa1l9rFQ0X+7DVXY1mKjG1FYc2Qm6wt8X9mhTXDKk2nTZ+z3rwRh6W6\n07Yg4H/ftoPf/PxPTvHdCYIgnDs0PR9fx3ORk4QRmE5CxJmwrIn6nAUhxkwkzsz/FzusmbYt0qm4\nMGBgKBgJ9aI/PO5rZ4c1D+khrrQSvcnqs3PO5g9r9uSMIzZddaJ+aJVGHNYcKzcYCyYQCIIgnI+E\n+brt8s46sZWGhDWFZU3YPDBjJ8KahR7sIKy5mGkEz71kkLFKk3RYKZpNgZ2GPxsHyz7ua9Ozwpr3\netfx66l7APCwsWflnEXVmm1OLF058zWerjm4wXI1J3bOPF/jtblbFARBOF8IowoNx6Mr2yp9PC0T\nAgRhQTF3PIpsSvFctZ20U4ZsTxTWTNmL9yceDlJPB0IwzPfCTsEJvujGOTPizM/187i+NHpuIrUC\nGq2tNNzjTAgIx3CW6k70fKXRKs7aWfmCIAjnC8d3zmRCgCAsKF5QAr1y/CH+Pfsheko7IdcThTOX\n4gt33bpennNhHxcNFk76NRlbUQ/Dml0redK/KHpuUvXj1WaPb5q/ICA86UzX4rBmLVGtacSZDEwX\nTp2G6/GF+/aK8yosexrHE2fSSkMQFpZwQkDOSrSOaCkIWPx9uGxlN//x9hfSnTv5ashMyqIWhDWt\nrpXstWNxNlzPsH3f4ZYQ5vHGN4XPTVSacUGA4+EHF1RPazwvvrhWmy4f/NZWSnXnpPdXOD/58e5x\n/uI7T7Ll0NTZ3hVBOCPCqELDndsDshNbaYg4E5Y1nm/Gblw8kIsfzHZH4cxOq8AJSdsW1bBas2sl\n2Vzsus2QJ+9XODARN6U93uDzMGQ5Xo7FmdZQD05Cs8Oajx2Y4ov37+ehvRML+6aEjmPTU0d57ODp\nC6t6UPU7X38o4fzlyeES24anT7xghxCFNdv8LcuEAEFYYMJWGrZbSzzoxc6Z3VlfuJBkzhldq+jO\npbm16/Xcmv5ZZnSBHlVh78HD0fJxWFOjdWuIKTzpjJUbkYiDuJ3G7LBmJXi83JBGtec6H7llO5+8\nZ9dpvz4MAZ1obJhw/vHhW57kQ9998pRf99TIDO/8yqNR8dJScdycMwlrCsLCEoY1cevxg9XxyKLu\nZOesQZrNqefAxS/hylXd3H/5H/EX6veokmWFKvHS774IjpjeZ8kT2ewLZSjcSnW3ZaZmOMLJneWc\nhW02RJyd+9Rdj/o8I2tOhqY7fzhdOL8pN1xqp+GoPrh3nO9sGY6aZy8VEtYUhCXEC79UTuCcPec3\n4WfeF4myxZqreaZkUhag+MjAh+HKn+fTb/op/vJ11/LPb76RZz93Iy4WDZWFW98LWtNMOGJJdwzi\nSk6AkelYpIYjnHxfozVRDlr4eLku4uxcp+n61J3Tn7MaXsjEOesc3vXVR/nWY4dPvOAiU3e80xLt\n4fmqXXHTYpFsJ9QurOm1mRpwtpE+Z8KyJgxrRs7Zz30I8n0Y6UMU3uw0wr5suVRrP7Sr1/bA2t/l\nLWPPYe2ur/CRA59nbPu9uN76aJmm65McLpA8yY2UYnGW3fFNaF6OF4RBXV+TsZQ4Z+cRjeMMez7Z\n18PSXkiF4/P9J0fpzqV43fXrTris6/lYSi3KTWrN8TidiXChSFqq9j6Hp2otIct23weZECAIC4zv\nz3LO0vHgcVt1Xu+akEw4qD3d/iu4ujfHLd5zAajs/EHLxXH2hTLpaiRDBZf84J3wz69MnAxbe6DN\niHN2zmOGPZ+JczZ/no5wdnA83eKWH483fPLH/MPdp59zeDzqjj/HxT8ZQlG2VDlnv/vlh/mLb2+L\n/j9fWLPT7uNFnAnLGr8l50yBHY9Esq3FHd90JoRTBfKZ9pMEXnTZCqboZqe/juLIT1pOgrOnBCTF\n2kzQHiNLLNJm36mGzllFnLNzHnHOzi201jQ9/6TDzAcnq+xPVH0vJPWm13ZiyYnw/KUtMhkrNziS\nSPdo930w/TI761oh4kxY1oRNaHFqxjVLfMEs1bniLHLOUu3F2auuW8133vEiHvKvonfsUVw37kk2\n+6TmejoK34Z5ZGvUePR8KM7CXmdSrXl+4Ho+nq/P0DkLcs7EOesIwhusk3WsnDMU58ej7nqnJdpj\n5+zkXbdkodOpUmm4TFbjm9Wu+QlCAAAgAElEQVR23wetOy8/WcSZsKzxw5lobh1SuZbn7A4WZ+HI\np2y6vThTSrGqN8tD/pWk3TL9ZROa6KKK26i2LNv0fLqD+ZphqHKdGoueD8WZE4U1JefsfCAU8WdS\nrRkmT4tz1hkcrxl1++XPTJzPh+uZkObp/F3MTrM4EduGp7nuL+5g79jpOYDVpsdUNb65nd85O63V\nLxoizoRlTdRKI3TOElhKdVySZ0g2cM7y84gzgO5smkf1ZQCsmNkOwNbcf+fCb7y2ZTnH86PpBDN1\nB6US4ixdiJ2z4Gd4Fyo5Z53Dg3vG2XeaF5/5iJtunv7FORR44pydPY5M19j40Xs4OFGNW5uchCgK\nQ6D1RWggHAr+U3G/Qk7V/Ts0WcPzNQcmqideeBZN18f1dcu5rv1sTQlrCsKC0tJKo41z1mlWdUjG\nNqJsvoKA8LnDrMRRWQZre6LH85M7WpZzPU1X1jhnlaZHVyYVi7NcX1ytGZwMy+KcdRzv+foW/vEM\nmsW2I7wILYRz1jyNi7CwMOw5VmHfeJWnRmZisXwS4iwUQe0S4M+UWvP0W6x4pxjWDFvBnE7rn3bh\n0PYFAZ13rRBxJixrWlppzHHOOreVRjpl9ut4zplSikI2w1juQoZq+4HEyWy6dXqACWtqfsn+AT0p\nl4usIOfMd6KTYOycnf7JTlgc6o5Hqbaws05Dl8Xz9WlXxknO2eLz7S3DjJcb8z4ffvblhhu5TSfj\nnIXLLIpzFgim2fsxVm7wxk/9mOGpWruXAYk+ZycZ1gxvMmZOYxZwmF/bsr7E51FpuLzyY/cyVm5I\nWFMQFhI/rLJpE9ZMdXC1ZtTn7DjiDKA7l+ZI+iJWNvaRJXFyOnB/9GvT03TnUlyuDvO36X/iZ9VP\nWG8Fzlmziq9bczzKUq3ZcTiejpoDLxRJh+B03TOp1lxcpmsOf/CVR/nmY8PzLhO6UzN1J8o1O5mQ\noOOaZc6kCXHd8bhr+2jbx8E4Tl6iX9n2IyUe3j/JE4fnn7kZVmuerHMWhuVPJw2j1tY5i/+WD03W\n2DEyA0ifM0FYUHwdCLA2BQFWB/c5S9vH73MWUszaHExdwIAzwgqVOOElxJnr+WRSFqtT5iTTb1VY\nG4Y1nWrkmoRhjnCsU7npRlMDhLOL4/mUGwsbfkpehE437yx0bcQ5WxzC8ODxQo/hZz/TcBMzdluP\nx907Rnnlx+5tOU7xuKLTP3Z3PjnKW7+4mYOz8r2SblxyX8IbvuO5wHHO2cntV7itmZO8mSzVHX7h\nH3/Ek8OlqKdjyLPV0/zynvfDHX8GWjOVqOLstAkBIs6EZU0U1mzjnHVyteaqnhwvvWolN2wYOO5y\nXdkUe9UFAFyn4rwzjsZ5Z47nk7YtVtomobyXCkN6InhWk/LNCSi8Uw1PoFpDdREquYRTx/H8BXcy\nW8TZaTtn7cNXwsIQOlDHc5GisGbdnbdA461f3MyOkRmOzsT9vOKw5ul/x+crHqol1tkqzszjpeO4\nXN4pi7PQOTu5sOauo2UePzTNE4en5rjRr7Pv45mlTfDjj0N1nKmEiOy0G3kRZ8Kyxve1saPbOGer\nixYXDxXP0p4dn0zK4vNv/mmesabnuMsVsyme9s2YlhtSCXFWm4x+dTxN2rYYsow4W8EkGVwm7CEA\n0r45Ybu+RmsTPhvqMs16Je/s7KO1NmHNBRZnyQv46V6gG+KcLSqNqOrR/Hzs4BSPHZxqWSYUMcmc\ns9mjj4LMhRYRvhDiLCwEqbseWmv+9van2H2s3LLOZIg1FEPHc86i93CyYc2EOA150+ce5O+//3Tb\n5Y+WTP7eTN2NnMmQQVWK/+PWmU602LA7TA112O4IwqkRTQho45y949k5/uw1V5+lPVsYunMp9rnG\nXbvMPgJANbcKahPRMsY5UwzZZQDWapMjMmYNApDRRpx5vimr9zWs7DZCttxY2CR04dQJL7QLXT27\nIM5ZVK3Z+eJs2/A0G957C08OmwvwjpES0wtcZLHQRIn1wd/AX9+6nb++dXvLMuFnX667bVtpjCWK\nCZJiJBJnZyCswxy3umN6hf3jPbu45fEj8zpn4d9w6TguV5RzdpIFAfVZOWe+r3lw7wRbh9vntR0L\n3MNKw5tTELDSnon/4zZa/j7EOROEBcTTGsuibSuNc4FiJsVEw6JJmnWYPLJyfu0s58yENQeUEWdr\n/BEARgmdM3PydhNJ56t6zOR06XV29ijVHTa89xa++tBBwISbtV64HMCFcM6WU5+ze3ea78e/P3QA\ngF/+9P187od7jveSs05UcBGJID+qpg5pm3OWOB4P7Y1v1JKiqRkUBDRd/7T/rkIB1XD8aN0TlWbL\n31PybyPOOZv/vHKqfc7qQWh9JriRHKs0aLr+vO7csRlzvis3HKqzbnhWzHLOpmpxzhmdpc1EnAnL\nG52cEDDLOTsX6MqlKDc8ylY3q/UxAGayq837DYa9h2HN/kCcrfCOAnBEG8ctGzlncehsdW/onIk4\nO1vsOWbC0KGA8PWptz04OlPnJ4mLc5Jkknkn5px5vuZvbtvBaKl+4oVPgnBKxv6JKl7QeHQikfDd\niUQ5Z4mu+bNDcS3OWdTnLBY2SQep2sY5g7nH3/V8vvXY4RbRds+Oo+wYKbUsFwqouuNF4mx8ljhr\nn3NmhNPIdH1OuD7uc3aSrTSc1rDmoUlz3pvPFT0aiTNvjtDtZ4Yxy9y04tZbJgcsdCubM0XEmbCs\naQlrnoPOWVc2RbnpMqO66cJczEvZNebJqrkoh85ZL8ayT2FOYod9I87CsKbj6+jkGYY1pZ3G2SP8\n7NOJZJdTbafxJzc/zq/80/1z+kr9xyOHWjqqn3bO2SKGNZ8+OsMnN+3mjm0jC7K+UBAcmKhG73d2\ntV6nMbtfmOvpFvcLZvU5axPWTAqMZOuI5DKzj/99u8d511cf4/FDsbD7o5sf5+N3teZxxaFRLxKN\nE5VGy01EMv+tPKta8w2fvG9Oc+VTd87CViLBeS0QZ/O5/rE4c1ua0Cp8enSJY5E4a7QUBISOW6cg\n4kxY1ni+JqV88B1IF8727iw4XdkUWsOU7ooem8oE4iwIbYY5Zz16puW1h9w+ALLanHQ8348u/qFz\ndryqKmFxCS9kmVRCnJ2iWA4vb//24IHosVrT4w+/toV/fSB+7HRbacRht4VvuXJkytw0TFYXxrEI\nnZQD49XootsJNx+lujOvQz27j5zTZtzSiZrQlupu0EBV45diods8jnNWndXr0PM145UG+8ZaW2aE\n20mGNcfLzVnh0zZhzbrLTN3hyHQ9StAPmT3r90SEwrJ0ks5ZKLIqDbfFOeujjI3PCCsAeHTvCNNV\nx5w7qXCsNH/j3LOBiDNhWeNrTToQH6TPPeesGIxlGvdj4TmRXmV+qU3i+RpfG/elx28NSewPxFmB\nOOcsvEis7TMh4E6z8s8nws8+mxBnpxpmXtFlcge/8pMD0YU0FODHgkTxv0p9lmt//AentY/RfM5F\ncM6OTIfibGFCj2HlnetrHj1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O/3Pgx1y4/2YAPvZ9U0n52MHW/K6QhuORTVnkgotgZmJn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\nLJ+M/jOOMPi+czkv0u+n2ytr7nYX85Bcx6qDqtT66MMPMrpbIwE8NQ5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8ZMqaoFSVlFsX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\nIYQQDUSCMyGEEEKIBvJ/AWayT+3H0cHTAAAAAElFTkSuQmCC\n",
            "text/plain": [
              "<Figure size 720x432 with 1 Axes>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab_type": "code",
        "outputId": "6b73b9e5-4bd9-4213-d1b9-fbe2c40804a5",
        "id": "hR2BO0Dai_ZT",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 34
        }
      },
      "source": [
        "tf.keras.metrics.mean_absolute_error(x_valid, results).numpy()"
      ],
      "execution_count": 8,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "5.110101"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 8
        }
      ]
    }
  ]
}