notebooks/UCF101Estimator.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/opt/conda/envs/riptide-py3.6/lib/python3.6/site-packages/h5py/__init__.py:36: FutureWarning: Conversion of the second argument of issubdtype from `float` to `np.floating` is deprecated. In future, it will be treated as `np.float64 == np.dtype(float).type`.\n",
      "  from ._conv import register_converters as _register_converters\n"
     ]
    }
   ],
   "source": [
    "import tensorflow as tf\n",
    "import tensorflow_hub as hub\n",
    "from riptide.data.UCF101.dataset import train_dataset, test_dataset\n",
    "#tf.logging.set_verbosity(tf.logging.ERROR)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "def model_fn(features, labels, mode):\n",
    "    i3d = hub.Module(\"https://tfhub.dev/deepmind/i3d-kinetics-400/1\")\n",
    "    logits = i3d(features)\n",
    "    \n",
    "    predictions = {\n",
    "        \"classes\": tf.argmax(input=logits, axis=1),\n",
    "        \"probabilities\": tf.nn.softmax(logits, name=\"softmax_tensor\")\n",
    "    }\n",
    "    \n",
    "    if mode == tf.estimator.ModeKeys.PREDICT:\n",
    "        return tf.estimator.EstimatorSpec(mode=mode, predictions=predictions)\n",
    "    # otherwise need to compute some more\n",
    "    loss = tf.losses.sparse_softmax_cross_entropy(labels=labels, logits=logits)\n",
    "    \n",
    "    # configure train op if we need to\n",
    "    if mode == tf.estimator.ModeKeys.TRAIN:\n",
    "        optimizer = tf.train.GradientDescentOptimizer(learning_rate=0.001)\n",
    "        #train_op = optimizer.minimize(loss=loss, global_step=tf.train.get_global_step())\n",
    "        train_op = tf.no_op()\n",
    "        return tf.estimator.EstimatorSpec(mode=mode, loss=loss, train_op=train_op)\n",
    "    \n",
    "    # otherwise we must be doing eval\n",
    "    eval_metric_ops = {\n",
    "        \"accuracy\": tf.metrics.accuracy(labels=labels, predictions=predictions[\"classes\"])\n",
    "    }\n",
    "    return tf.estimator.EstimatorSpec(mode=mode, loss=loss, eval_metric_ops=eval_metric_ops)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "def train_input_fn():\n",
    "    ds = train_dataset()\n",
    "    ds = ds.cache().shuffle(buffer_size=5000).batch(1)\n",
    "    ds = ds.prefetch(tf.contrib.data.AUTOTUNE)\n",
    "    ds = ds.repeat()\n",
    "    return ds\n",
    "\n",
    "def eval_input_fn():\n",
    "    ds = test_dataset()\n",
    "    ds = ds.batch(1)\n",
    "    return ds"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "INFO:tensorflow:Using default config.\n",
      "INFO:tensorflow:Using config: {'_model_dir': '/data/jwfromm/models/test', '_tf_random_seed': None, '_save_summary_steps': 100, '_save_checkpoints_steps': None, '_save_checkpoints_secs': 600, '_session_config': None, '_keep_checkpoint_max': 5, '_keep_checkpoint_every_n_hours': 10000, '_log_step_count_steps': 100, '_train_distribute': None, '_service': None, '_cluster_spec': <tensorflow.python.training.server_lib.ClusterSpec object at 0x7f2299478898>, '_task_type': 'worker', '_task_id': 0, '_global_id_in_cluster': 0, '_master': '', '_evaluation_master': '', '_is_chief': True, '_num_ps_replicas': 0, '_num_worker_replicas': 1}\n"
     ]
    }
   ],
   "source": [
    "testimator = tf.estimator.Estimator(model_fn=model_fn, model_dir=\"/data/jwfromm/models/test\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "INFO:tensorflow:Calling model_fn.\n",
      "INFO:tensorflow:Using /tmp/tfhub_modules to cache modules.\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Conv3d_1a_7x7/batch_norm/beta:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Conv3d_1a_7x7/batch_norm/beta\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Conv3d_1a_7x7/batch_norm/moving_mean:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Conv3d_1a_7x7/batch_norm/moving_mean\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Conv3d_1a_7x7/batch_norm/moving_variance:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Conv3d_1a_7x7/batch_norm/moving_variance\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Conv3d_1a_7x7/conv_3d/w:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Conv3d_1a_7x7/conv_3d/w\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Conv3d_2b_1x1/batch_norm/beta:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Conv3d_2b_1x1/batch_norm/beta\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Conv3d_2b_1x1/batch_norm/moving_mean:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Conv3d_2b_1x1/batch_norm/moving_mean\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Conv3d_2b_1x1/batch_norm/moving_variance:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Conv3d_2b_1x1/batch_norm/moving_variance\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Conv3d_2b_1x1/conv_3d/w:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Conv3d_2b_1x1/conv_3d/w\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Conv3d_2c_3x3/batch_norm/beta:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Conv3d_2c_3x3/batch_norm/beta\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Conv3d_2c_3x3/batch_norm/moving_mean:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Conv3d_2c_3x3/batch_norm/moving_mean\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Conv3d_2c_3x3/batch_norm/moving_variance:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Conv3d_2c_3x3/batch_norm/moving_variance\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Conv3d_2c_3x3/conv_3d/w:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Conv3d_2c_3x3/conv_3d/w\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Logits/Conv3d_0c_1x1/conv_3d/b:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Logits/Conv3d_0c_1x1/conv_3d/b\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Logits/Conv3d_0c_1x1/conv_3d/w:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Logits/Conv3d_0c_1x1/conv_3d/w\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_3b/Branch_0/Conv3d_0a_1x1/batch_norm/beta:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_3b/Branch_0/Conv3d_0a_1x1/batch_norm/beta\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_3b/Branch_0/Conv3d_0a_1x1/batch_norm/moving_mean:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_3b/Branch_0/Conv3d_0a_1x1/batch_norm/moving_mean\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_3b/Branch_0/Conv3d_0a_1x1/batch_norm/moving_variance:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_3b/Branch_0/Conv3d_0a_1x1/batch_norm/moving_variance\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_3b/Branch_0/Conv3d_0a_1x1/conv_3d/w:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_3b/Branch_0/Conv3d_0a_1x1/conv_3d/w\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_3b/Branch_1/Conv3d_0a_1x1/batch_norm/beta:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_3b/Branch_1/Conv3d_0a_1x1/batch_norm/beta\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_3b/Branch_1/Conv3d_0a_1x1/batch_norm/moving_mean:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_3b/Branch_1/Conv3d_0a_1x1/batch_norm/moving_mean\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_3b/Branch_1/Conv3d_0a_1x1/batch_norm/moving_variance:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_3b/Branch_1/Conv3d_0a_1x1/batch_norm/moving_variance\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_3b/Branch_1/Conv3d_0a_1x1/conv_3d/w:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_3b/Branch_1/Conv3d_0a_1x1/conv_3d/w\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_3b/Branch_1/Conv3d_0b_3x3/batch_norm/beta:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_3b/Branch_1/Conv3d_0b_3x3/batch_norm/beta\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_3b/Branch_1/Conv3d_0b_3x3/batch_norm/moving_mean:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_3b/Branch_1/Conv3d_0b_3x3/batch_norm/moving_mean\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_3b/Branch_1/Conv3d_0b_3x3/batch_norm/moving_variance:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_3b/Branch_1/Conv3d_0b_3x3/batch_norm/moving_variance\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_3b/Branch_1/Conv3d_0b_3x3/conv_3d/w:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_3b/Branch_1/Conv3d_0b_3x3/conv_3d/w\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_3b/Branch_2/Conv3d_0a_1x1/batch_norm/beta:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_3b/Branch_2/Conv3d_0a_1x1/batch_norm/beta\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_3b/Branch_2/Conv3d_0a_1x1/batch_norm/moving_mean:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_3b/Branch_2/Conv3d_0a_1x1/batch_norm/moving_mean\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_3b/Branch_2/Conv3d_0a_1x1/batch_norm/moving_variance:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_3b/Branch_2/Conv3d_0a_1x1/batch_norm/moving_variance\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_3b/Branch_2/Conv3d_0a_1x1/conv_3d/w:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_3b/Branch_2/Conv3d_0a_1x1/conv_3d/w\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_3b/Branch_2/Conv3d_0b_3x3/batch_norm/beta:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_3b/Branch_2/Conv3d_0b_3x3/batch_norm/beta\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_3b/Branch_2/Conv3d_0b_3x3/batch_norm/moving_mean:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_3b/Branch_2/Conv3d_0b_3x3/batch_norm/moving_mean\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_3b/Branch_2/Conv3d_0b_3x3/batch_norm/moving_variance:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_3b/Branch_2/Conv3d_0b_3x3/batch_norm/moving_variance\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_3b/Branch_2/Conv3d_0b_3x3/conv_3d/w:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_3b/Branch_2/Conv3d_0b_3x3/conv_3d/w\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_3b/Branch_3/Conv3d_0b_1x1/batch_norm/beta:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_3b/Branch_3/Conv3d_0b_1x1/batch_norm/beta\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_3b/Branch_3/Conv3d_0b_1x1/batch_norm/moving_mean:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_3b/Branch_3/Conv3d_0b_1x1/batch_norm/moving_mean\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_3b/Branch_3/Conv3d_0b_1x1/batch_norm/moving_variance:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_3b/Branch_3/Conv3d_0b_1x1/batch_norm/moving_variance\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_3b/Branch_3/Conv3d_0b_1x1/conv_3d/w:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_3b/Branch_3/Conv3d_0b_1x1/conv_3d/w\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_3c/Branch_0/Conv3d_0a_1x1/batch_norm/beta:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_3c/Branch_0/Conv3d_0a_1x1/batch_norm/beta\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_3c/Branch_0/Conv3d_0a_1x1/batch_norm/moving_mean:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_3c/Branch_0/Conv3d_0a_1x1/batch_norm/moving_mean\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_3c/Branch_0/Conv3d_0a_1x1/batch_norm/moving_variance:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_3c/Branch_0/Conv3d_0a_1x1/batch_norm/moving_variance\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_3c/Branch_0/Conv3d_0a_1x1/conv_3d/w:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_3c/Branch_0/Conv3d_0a_1x1/conv_3d/w\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_3c/Branch_1/Conv3d_0a_1x1/batch_norm/beta:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_3c/Branch_1/Conv3d_0a_1x1/batch_norm/beta\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_3c/Branch_1/Conv3d_0a_1x1/batch_norm/moving_mean:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_3c/Branch_1/Conv3d_0a_1x1/batch_norm/moving_mean\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_3c/Branch_1/Conv3d_0a_1x1/batch_norm/moving_variance:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_3c/Branch_1/Conv3d_0a_1x1/batch_norm/moving_variance\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_3c/Branch_1/Conv3d_0a_1x1/conv_3d/w:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_3c/Branch_1/Conv3d_0a_1x1/conv_3d/w\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_3c/Branch_1/Conv3d_0b_3x3/batch_norm/beta:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_3c/Branch_1/Conv3d_0b_3x3/batch_norm/beta\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_3c/Branch_1/Conv3d_0b_3x3/batch_norm/moving_mean:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_3c/Branch_1/Conv3d_0b_3x3/batch_norm/moving_mean\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_3c/Branch_1/Conv3d_0b_3x3/batch_norm/moving_variance:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_3c/Branch_1/Conv3d_0b_3x3/batch_norm/moving_variance\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_3c/Branch_1/Conv3d_0b_3x3/conv_3d/w:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_3c/Branch_1/Conv3d_0b_3x3/conv_3d/w\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_3c/Branch_2/Conv3d_0a_1x1/batch_norm/beta:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_3c/Branch_2/Conv3d_0a_1x1/batch_norm/beta\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_3c/Branch_2/Conv3d_0a_1x1/batch_norm/moving_mean:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_3c/Branch_2/Conv3d_0a_1x1/batch_norm/moving_mean\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_3c/Branch_2/Conv3d_0a_1x1/batch_norm/moving_variance:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_3c/Branch_2/Conv3d_0a_1x1/batch_norm/moving_variance\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_3c/Branch_2/Conv3d_0a_1x1/conv_3d/w:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_3c/Branch_2/Conv3d_0a_1x1/conv_3d/w\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_3c/Branch_2/Conv3d_0b_3x3/batch_norm/beta:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_3c/Branch_2/Conv3d_0b_3x3/batch_norm/beta\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_3c/Branch_2/Conv3d_0b_3x3/batch_norm/moving_mean:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_3c/Branch_2/Conv3d_0b_3x3/batch_norm/moving_mean\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_3c/Branch_2/Conv3d_0b_3x3/batch_norm/moving_variance:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_3c/Branch_2/Conv3d_0b_3x3/batch_norm/moving_variance\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_3c/Branch_2/Conv3d_0b_3x3/conv_3d/w:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_3c/Branch_2/Conv3d_0b_3x3/conv_3d/w\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_3c/Branch_3/Conv3d_0b_1x1/batch_norm/beta:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_3c/Branch_3/Conv3d_0b_1x1/batch_norm/beta\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_3c/Branch_3/Conv3d_0b_1x1/batch_norm/moving_mean:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_3c/Branch_3/Conv3d_0b_1x1/batch_norm/moving_mean\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_3c/Branch_3/Conv3d_0b_1x1/batch_norm/moving_variance:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_3c/Branch_3/Conv3d_0b_1x1/batch_norm/moving_variance\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_3c/Branch_3/Conv3d_0b_1x1/conv_3d/w:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_3c/Branch_3/Conv3d_0b_1x1/conv_3d/w\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4b/Branch_0/Conv3d_0a_1x1/batch_norm/beta:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4b/Branch_0/Conv3d_0a_1x1/batch_norm/beta\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4b/Branch_0/Conv3d_0a_1x1/batch_norm/moving_mean:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4b/Branch_0/Conv3d_0a_1x1/batch_norm/moving_mean\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4b/Branch_0/Conv3d_0a_1x1/batch_norm/moving_variance:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4b/Branch_0/Conv3d_0a_1x1/batch_norm/moving_variance\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4b/Branch_0/Conv3d_0a_1x1/conv_3d/w:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4b/Branch_0/Conv3d_0a_1x1/conv_3d/w\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4b/Branch_1/Conv3d_0a_1x1/batch_norm/beta:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4b/Branch_1/Conv3d_0a_1x1/batch_norm/beta\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4b/Branch_1/Conv3d_0a_1x1/batch_norm/moving_mean:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4b/Branch_1/Conv3d_0a_1x1/batch_norm/moving_mean\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4b/Branch_1/Conv3d_0a_1x1/batch_norm/moving_variance:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4b/Branch_1/Conv3d_0a_1x1/batch_norm/moving_variance\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4b/Branch_1/Conv3d_0a_1x1/conv_3d/w:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4b/Branch_1/Conv3d_0a_1x1/conv_3d/w\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4b/Branch_1/Conv3d_0b_3x3/batch_norm/beta:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4b/Branch_1/Conv3d_0b_3x3/batch_norm/beta\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4b/Branch_1/Conv3d_0b_3x3/batch_norm/moving_mean:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4b/Branch_1/Conv3d_0b_3x3/batch_norm/moving_mean\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4b/Branch_1/Conv3d_0b_3x3/batch_norm/moving_variance:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4b/Branch_1/Conv3d_0b_3x3/batch_norm/moving_variance\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4b/Branch_1/Conv3d_0b_3x3/conv_3d/w:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4b/Branch_1/Conv3d_0b_3x3/conv_3d/w\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4b/Branch_2/Conv3d_0a_1x1/batch_norm/beta:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4b/Branch_2/Conv3d_0a_1x1/batch_norm/beta\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4b/Branch_2/Conv3d_0a_1x1/batch_norm/moving_mean:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4b/Branch_2/Conv3d_0a_1x1/batch_norm/moving_mean\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4b/Branch_2/Conv3d_0a_1x1/batch_norm/moving_variance:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4b/Branch_2/Conv3d_0a_1x1/batch_norm/moving_variance\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4b/Branch_2/Conv3d_0a_1x1/conv_3d/w:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4b/Branch_2/Conv3d_0a_1x1/conv_3d/w\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4b/Branch_2/Conv3d_0b_3x3/batch_norm/beta:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4b/Branch_2/Conv3d_0b_3x3/batch_norm/beta\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4b/Branch_2/Conv3d_0b_3x3/batch_norm/moving_mean:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4b/Branch_2/Conv3d_0b_3x3/batch_norm/moving_mean\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4b/Branch_2/Conv3d_0b_3x3/batch_norm/moving_variance:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4b/Branch_2/Conv3d_0b_3x3/batch_norm/moving_variance\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4b/Branch_2/Conv3d_0b_3x3/conv_3d/w:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4b/Branch_2/Conv3d_0b_3x3/conv_3d/w\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4b/Branch_3/Conv3d_0b_1x1/batch_norm/beta:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4b/Branch_3/Conv3d_0b_1x1/batch_norm/beta\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4b/Branch_3/Conv3d_0b_1x1/batch_norm/moving_mean:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4b/Branch_3/Conv3d_0b_1x1/batch_norm/moving_mean\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4b/Branch_3/Conv3d_0b_1x1/batch_norm/moving_variance:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4b/Branch_3/Conv3d_0b_1x1/batch_norm/moving_variance\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4b/Branch_3/Conv3d_0b_1x1/conv_3d/w:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4b/Branch_3/Conv3d_0b_1x1/conv_3d/w\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4c/Branch_0/Conv3d_0a_1x1/batch_norm/beta:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4c/Branch_0/Conv3d_0a_1x1/batch_norm/beta\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4c/Branch_0/Conv3d_0a_1x1/batch_norm/moving_mean:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4c/Branch_0/Conv3d_0a_1x1/batch_norm/moving_mean\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4c/Branch_0/Conv3d_0a_1x1/batch_norm/moving_variance:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4c/Branch_0/Conv3d_0a_1x1/batch_norm/moving_variance\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4c/Branch_0/Conv3d_0a_1x1/conv_3d/w:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4c/Branch_0/Conv3d_0a_1x1/conv_3d/w\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4c/Branch_1/Conv3d_0a_1x1/batch_norm/beta:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4c/Branch_1/Conv3d_0a_1x1/batch_norm/beta\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4c/Branch_1/Conv3d_0a_1x1/batch_norm/moving_mean:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4c/Branch_1/Conv3d_0a_1x1/batch_norm/moving_mean\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4c/Branch_1/Conv3d_0a_1x1/batch_norm/moving_variance:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4c/Branch_1/Conv3d_0a_1x1/batch_norm/moving_variance\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4c/Branch_1/Conv3d_0a_1x1/conv_3d/w:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4c/Branch_1/Conv3d_0a_1x1/conv_3d/w\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4c/Branch_1/Conv3d_0b_3x3/batch_norm/beta:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4c/Branch_1/Conv3d_0b_3x3/batch_norm/beta\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4c/Branch_1/Conv3d_0b_3x3/batch_norm/moving_mean:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4c/Branch_1/Conv3d_0b_3x3/batch_norm/moving_mean\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4c/Branch_1/Conv3d_0b_3x3/batch_norm/moving_variance:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4c/Branch_1/Conv3d_0b_3x3/batch_norm/moving_variance\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4c/Branch_1/Conv3d_0b_3x3/conv_3d/w:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4c/Branch_1/Conv3d_0b_3x3/conv_3d/w\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4c/Branch_2/Conv3d_0a_1x1/batch_norm/beta:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4c/Branch_2/Conv3d_0a_1x1/batch_norm/beta\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4c/Branch_2/Conv3d_0a_1x1/batch_norm/moving_mean:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4c/Branch_2/Conv3d_0a_1x1/batch_norm/moving_mean\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4c/Branch_2/Conv3d_0a_1x1/batch_norm/moving_variance:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4c/Branch_2/Conv3d_0a_1x1/batch_norm/moving_variance\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4c/Branch_2/Conv3d_0a_1x1/conv_3d/w:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4c/Branch_2/Conv3d_0a_1x1/conv_3d/w\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4c/Branch_2/Conv3d_0b_3x3/batch_norm/beta:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4c/Branch_2/Conv3d_0b_3x3/batch_norm/beta\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4c/Branch_2/Conv3d_0b_3x3/batch_norm/moving_mean:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4c/Branch_2/Conv3d_0b_3x3/batch_norm/moving_mean\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4c/Branch_2/Conv3d_0b_3x3/batch_norm/moving_variance:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4c/Branch_2/Conv3d_0b_3x3/batch_norm/moving_variance\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4c/Branch_2/Conv3d_0b_3x3/conv_3d/w:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4c/Branch_2/Conv3d_0b_3x3/conv_3d/w\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4c/Branch_3/Conv3d_0b_1x1/batch_norm/beta:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4c/Branch_3/Conv3d_0b_1x1/batch_norm/beta\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4c/Branch_3/Conv3d_0b_1x1/batch_norm/moving_mean:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4c/Branch_3/Conv3d_0b_1x1/batch_norm/moving_mean\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4c/Branch_3/Conv3d_0b_1x1/batch_norm/moving_variance:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4c/Branch_3/Conv3d_0b_1x1/batch_norm/moving_variance\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4c/Branch_3/Conv3d_0b_1x1/conv_3d/w:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4c/Branch_3/Conv3d_0b_1x1/conv_3d/w\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4d/Branch_0/Conv3d_0a_1x1/batch_norm/beta:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4d/Branch_0/Conv3d_0a_1x1/batch_norm/beta\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4d/Branch_0/Conv3d_0a_1x1/batch_norm/moving_mean:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4d/Branch_0/Conv3d_0a_1x1/batch_norm/moving_mean\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4d/Branch_0/Conv3d_0a_1x1/batch_norm/moving_variance:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4d/Branch_0/Conv3d_0a_1x1/batch_norm/moving_variance\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4d/Branch_0/Conv3d_0a_1x1/conv_3d/w:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4d/Branch_0/Conv3d_0a_1x1/conv_3d/w\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4d/Branch_1/Conv3d_0a_1x1/batch_norm/beta:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4d/Branch_1/Conv3d_0a_1x1/batch_norm/beta\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4d/Branch_1/Conv3d_0a_1x1/batch_norm/moving_mean:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4d/Branch_1/Conv3d_0a_1x1/batch_norm/moving_mean\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4d/Branch_1/Conv3d_0a_1x1/batch_norm/moving_variance:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4d/Branch_1/Conv3d_0a_1x1/batch_norm/moving_variance\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4d/Branch_1/Conv3d_0a_1x1/conv_3d/w:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4d/Branch_1/Conv3d_0a_1x1/conv_3d/w\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4d/Branch_1/Conv3d_0b_3x3/batch_norm/beta:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4d/Branch_1/Conv3d_0b_3x3/batch_norm/beta\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4d/Branch_1/Conv3d_0b_3x3/batch_norm/moving_mean:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4d/Branch_1/Conv3d_0b_3x3/batch_norm/moving_mean\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4d/Branch_1/Conv3d_0b_3x3/batch_norm/moving_variance:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4d/Branch_1/Conv3d_0b_3x3/batch_norm/moving_variance\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4d/Branch_1/Conv3d_0b_3x3/conv_3d/w:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4d/Branch_1/Conv3d_0b_3x3/conv_3d/w\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4d/Branch_2/Conv3d_0a_1x1/batch_norm/beta:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4d/Branch_2/Conv3d_0a_1x1/batch_norm/beta\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4d/Branch_2/Conv3d_0a_1x1/batch_norm/moving_mean:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4d/Branch_2/Conv3d_0a_1x1/batch_norm/moving_mean\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4d/Branch_2/Conv3d_0a_1x1/batch_norm/moving_variance:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4d/Branch_2/Conv3d_0a_1x1/batch_norm/moving_variance\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4d/Branch_2/Conv3d_0a_1x1/conv_3d/w:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4d/Branch_2/Conv3d_0a_1x1/conv_3d/w\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4d/Branch_2/Conv3d_0b_3x3/batch_norm/beta:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4d/Branch_2/Conv3d_0b_3x3/batch_norm/beta\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4d/Branch_2/Conv3d_0b_3x3/batch_norm/moving_mean:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4d/Branch_2/Conv3d_0b_3x3/batch_norm/moving_mean\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4d/Branch_2/Conv3d_0b_3x3/batch_norm/moving_variance:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4d/Branch_2/Conv3d_0b_3x3/batch_norm/moving_variance\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4d/Branch_2/Conv3d_0b_3x3/conv_3d/w:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4d/Branch_2/Conv3d_0b_3x3/conv_3d/w\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4d/Branch_3/Conv3d_0b_1x1/batch_norm/beta:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4d/Branch_3/Conv3d_0b_1x1/batch_norm/beta\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4d/Branch_3/Conv3d_0b_1x1/batch_norm/moving_mean:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4d/Branch_3/Conv3d_0b_1x1/batch_norm/moving_mean\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4d/Branch_3/Conv3d_0b_1x1/batch_norm/moving_variance:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4d/Branch_3/Conv3d_0b_1x1/batch_norm/moving_variance\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4d/Branch_3/Conv3d_0b_1x1/conv_3d/w:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4d/Branch_3/Conv3d_0b_1x1/conv_3d/w\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4e/Branch_0/Conv3d_0a_1x1/batch_norm/beta:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4e/Branch_0/Conv3d_0a_1x1/batch_norm/beta\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4e/Branch_0/Conv3d_0a_1x1/batch_norm/moving_mean:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4e/Branch_0/Conv3d_0a_1x1/batch_norm/moving_mean\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4e/Branch_0/Conv3d_0a_1x1/batch_norm/moving_variance:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4e/Branch_0/Conv3d_0a_1x1/batch_norm/moving_variance\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4e/Branch_0/Conv3d_0a_1x1/conv_3d/w:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4e/Branch_0/Conv3d_0a_1x1/conv_3d/w\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4e/Branch_1/Conv3d_0a_1x1/batch_norm/beta:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4e/Branch_1/Conv3d_0a_1x1/batch_norm/beta\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4e/Branch_1/Conv3d_0a_1x1/batch_norm/moving_mean:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4e/Branch_1/Conv3d_0a_1x1/batch_norm/moving_mean\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4e/Branch_1/Conv3d_0a_1x1/batch_norm/moving_variance:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4e/Branch_1/Conv3d_0a_1x1/batch_norm/moving_variance\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4e/Branch_1/Conv3d_0a_1x1/conv_3d/w:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4e/Branch_1/Conv3d_0a_1x1/conv_3d/w\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4e/Branch_1/Conv3d_0b_3x3/batch_norm/beta:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4e/Branch_1/Conv3d_0b_3x3/batch_norm/beta\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4e/Branch_1/Conv3d_0b_3x3/batch_norm/moving_mean:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4e/Branch_1/Conv3d_0b_3x3/batch_norm/moving_mean\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4e/Branch_1/Conv3d_0b_3x3/batch_norm/moving_variance:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4e/Branch_1/Conv3d_0b_3x3/batch_norm/moving_variance\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4e/Branch_1/Conv3d_0b_3x3/conv_3d/w:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4e/Branch_1/Conv3d_0b_3x3/conv_3d/w\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4e/Branch_2/Conv3d_0a_1x1/batch_norm/beta:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4e/Branch_2/Conv3d_0a_1x1/batch_norm/beta\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4e/Branch_2/Conv3d_0a_1x1/batch_norm/moving_mean:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4e/Branch_2/Conv3d_0a_1x1/batch_norm/moving_mean\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4e/Branch_2/Conv3d_0a_1x1/batch_norm/moving_variance:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4e/Branch_2/Conv3d_0a_1x1/batch_norm/moving_variance\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4e/Branch_2/Conv3d_0a_1x1/conv_3d/w:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4e/Branch_2/Conv3d_0a_1x1/conv_3d/w\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4e/Branch_2/Conv3d_0b_3x3/batch_norm/beta:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4e/Branch_2/Conv3d_0b_3x3/batch_norm/beta\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4e/Branch_2/Conv3d_0b_3x3/batch_norm/moving_mean:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4e/Branch_2/Conv3d_0b_3x3/batch_norm/moving_mean\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4e/Branch_2/Conv3d_0b_3x3/batch_norm/moving_variance:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4e/Branch_2/Conv3d_0b_3x3/batch_norm/moving_variance\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4e/Branch_2/Conv3d_0b_3x3/conv_3d/w:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4e/Branch_2/Conv3d_0b_3x3/conv_3d/w\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4e/Branch_3/Conv3d_0b_1x1/batch_norm/beta:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4e/Branch_3/Conv3d_0b_1x1/batch_norm/beta\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4e/Branch_3/Conv3d_0b_1x1/batch_norm/moving_mean:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4e/Branch_3/Conv3d_0b_1x1/batch_norm/moving_mean\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4e/Branch_3/Conv3d_0b_1x1/batch_norm/moving_variance:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4e/Branch_3/Conv3d_0b_1x1/batch_norm/moving_variance\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4e/Branch_3/Conv3d_0b_1x1/conv_3d/w:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4e/Branch_3/Conv3d_0b_1x1/conv_3d/w\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4f/Branch_0/Conv3d_0a_1x1/batch_norm/beta:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4f/Branch_0/Conv3d_0a_1x1/batch_norm/beta\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4f/Branch_0/Conv3d_0a_1x1/batch_norm/moving_mean:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4f/Branch_0/Conv3d_0a_1x1/batch_norm/moving_mean\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4f/Branch_0/Conv3d_0a_1x1/batch_norm/moving_variance:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4f/Branch_0/Conv3d_0a_1x1/batch_norm/moving_variance\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4f/Branch_0/Conv3d_0a_1x1/conv_3d/w:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4f/Branch_0/Conv3d_0a_1x1/conv_3d/w\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4f/Branch_1/Conv3d_0a_1x1/batch_norm/beta:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4f/Branch_1/Conv3d_0a_1x1/batch_norm/beta\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4f/Branch_1/Conv3d_0a_1x1/batch_norm/moving_mean:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4f/Branch_1/Conv3d_0a_1x1/batch_norm/moving_mean\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4f/Branch_1/Conv3d_0a_1x1/batch_norm/moving_variance:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4f/Branch_1/Conv3d_0a_1x1/batch_norm/moving_variance\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4f/Branch_1/Conv3d_0a_1x1/conv_3d/w:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4f/Branch_1/Conv3d_0a_1x1/conv_3d/w\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4f/Branch_1/Conv3d_0b_3x3/batch_norm/beta:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4f/Branch_1/Conv3d_0b_3x3/batch_norm/beta\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4f/Branch_1/Conv3d_0b_3x3/batch_norm/moving_mean:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4f/Branch_1/Conv3d_0b_3x3/batch_norm/moving_mean\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4f/Branch_1/Conv3d_0b_3x3/batch_norm/moving_variance:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4f/Branch_1/Conv3d_0b_3x3/batch_norm/moving_variance\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4f/Branch_1/Conv3d_0b_3x3/conv_3d/w:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4f/Branch_1/Conv3d_0b_3x3/conv_3d/w\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4f/Branch_2/Conv3d_0a_1x1/batch_norm/beta:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4f/Branch_2/Conv3d_0a_1x1/batch_norm/beta\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4f/Branch_2/Conv3d_0a_1x1/batch_norm/moving_mean:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4f/Branch_2/Conv3d_0a_1x1/batch_norm/moving_mean\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4f/Branch_2/Conv3d_0a_1x1/batch_norm/moving_variance:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4f/Branch_2/Conv3d_0a_1x1/batch_norm/moving_variance\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4f/Branch_2/Conv3d_0a_1x1/conv_3d/w:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4f/Branch_2/Conv3d_0a_1x1/conv_3d/w\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4f/Branch_2/Conv3d_0b_3x3/batch_norm/beta:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4f/Branch_2/Conv3d_0b_3x3/batch_norm/beta\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4f/Branch_2/Conv3d_0b_3x3/batch_norm/moving_mean:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4f/Branch_2/Conv3d_0b_3x3/batch_norm/moving_mean\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4f/Branch_2/Conv3d_0b_3x3/batch_norm/moving_variance:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4f/Branch_2/Conv3d_0b_3x3/batch_norm/moving_variance\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4f/Branch_2/Conv3d_0b_3x3/conv_3d/w:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4f/Branch_2/Conv3d_0b_3x3/conv_3d/w\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4f/Branch_3/Conv3d_0b_1x1/batch_norm/beta:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4f/Branch_3/Conv3d_0b_1x1/batch_norm/beta\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4f/Branch_3/Conv3d_0b_1x1/batch_norm/moving_mean:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4f/Branch_3/Conv3d_0b_1x1/batch_norm/moving_mean\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4f/Branch_3/Conv3d_0b_1x1/batch_norm/moving_variance:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4f/Branch_3/Conv3d_0b_1x1/batch_norm/moving_variance\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_4f/Branch_3/Conv3d_0b_1x1/conv_3d/w:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_4f/Branch_3/Conv3d_0b_1x1/conv_3d/w\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_5b/Branch_0/Conv3d_0a_1x1/batch_norm/beta:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_5b/Branch_0/Conv3d_0a_1x1/batch_norm/beta\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_5b/Branch_0/Conv3d_0a_1x1/batch_norm/moving_mean:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_5b/Branch_0/Conv3d_0a_1x1/batch_norm/moving_mean\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_5b/Branch_0/Conv3d_0a_1x1/batch_norm/moving_variance:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_5b/Branch_0/Conv3d_0a_1x1/batch_norm/moving_variance\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_5b/Branch_0/Conv3d_0a_1x1/conv_3d/w:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_5b/Branch_0/Conv3d_0a_1x1/conv_3d/w\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_5b/Branch_1/Conv3d_0a_1x1/batch_norm/beta:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_5b/Branch_1/Conv3d_0a_1x1/batch_norm/beta\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_5b/Branch_1/Conv3d_0a_1x1/batch_norm/moving_mean:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_5b/Branch_1/Conv3d_0a_1x1/batch_norm/moving_mean\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_5b/Branch_1/Conv3d_0a_1x1/batch_norm/moving_variance:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_5b/Branch_1/Conv3d_0a_1x1/batch_norm/moving_variance\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_5b/Branch_1/Conv3d_0a_1x1/conv_3d/w:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_5b/Branch_1/Conv3d_0a_1x1/conv_3d/w\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_5b/Branch_1/Conv3d_0b_3x3/batch_norm/beta:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_5b/Branch_1/Conv3d_0b_3x3/batch_norm/beta\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_5b/Branch_1/Conv3d_0b_3x3/batch_norm/moving_mean:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_5b/Branch_1/Conv3d_0b_3x3/batch_norm/moving_mean\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_5b/Branch_1/Conv3d_0b_3x3/batch_norm/moving_variance:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_5b/Branch_1/Conv3d_0b_3x3/batch_norm/moving_variance\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_5b/Branch_1/Conv3d_0b_3x3/conv_3d/w:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_5b/Branch_1/Conv3d_0b_3x3/conv_3d/w\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_5b/Branch_2/Conv3d_0a_1x1/batch_norm/beta:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_5b/Branch_2/Conv3d_0a_1x1/batch_norm/beta\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_5b/Branch_2/Conv3d_0a_1x1/batch_norm/moving_mean:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_5b/Branch_2/Conv3d_0a_1x1/batch_norm/moving_mean\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_5b/Branch_2/Conv3d_0a_1x1/batch_norm/moving_variance:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_5b/Branch_2/Conv3d_0a_1x1/batch_norm/moving_variance\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_5b/Branch_2/Conv3d_0a_1x1/conv_3d/w:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_5b/Branch_2/Conv3d_0a_1x1/conv_3d/w\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_5b/Branch_2/Conv3d_0a_3x3/batch_norm/beta:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_5b/Branch_2/Conv3d_0a_3x3/batch_norm/beta\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_5b/Branch_2/Conv3d_0a_3x3/batch_norm/moving_mean:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_5b/Branch_2/Conv3d_0a_3x3/batch_norm/moving_mean\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_5b/Branch_2/Conv3d_0a_3x3/batch_norm/moving_variance:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_5b/Branch_2/Conv3d_0a_3x3/batch_norm/moving_variance\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_5b/Branch_2/Conv3d_0a_3x3/conv_3d/w:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_5b/Branch_2/Conv3d_0a_3x3/conv_3d/w\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_5b/Branch_3/Conv3d_0b_1x1/batch_norm/beta:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_5b/Branch_3/Conv3d_0b_1x1/batch_norm/beta\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_5b/Branch_3/Conv3d_0b_1x1/batch_norm/moving_mean:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_5b/Branch_3/Conv3d_0b_1x1/batch_norm/moving_mean\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_5b/Branch_3/Conv3d_0b_1x1/batch_norm/moving_variance:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_5b/Branch_3/Conv3d_0b_1x1/batch_norm/moving_variance\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_5b/Branch_3/Conv3d_0b_1x1/conv_3d/w:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_5b/Branch_3/Conv3d_0b_1x1/conv_3d/w\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_5c/Branch_0/Conv3d_0a_1x1/batch_norm/beta:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_5c/Branch_0/Conv3d_0a_1x1/batch_norm/beta\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_5c/Branch_0/Conv3d_0a_1x1/batch_norm/moving_mean:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_5c/Branch_0/Conv3d_0a_1x1/batch_norm/moving_mean\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_5c/Branch_0/Conv3d_0a_1x1/batch_norm/moving_variance:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_5c/Branch_0/Conv3d_0a_1x1/batch_norm/moving_variance\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_5c/Branch_0/Conv3d_0a_1x1/conv_3d/w:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_5c/Branch_0/Conv3d_0a_1x1/conv_3d/w\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_5c/Branch_1/Conv3d_0a_1x1/batch_norm/beta:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_5c/Branch_1/Conv3d_0a_1x1/batch_norm/beta\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_5c/Branch_1/Conv3d_0a_1x1/batch_norm/moving_mean:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_5c/Branch_1/Conv3d_0a_1x1/batch_norm/moving_mean\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_5c/Branch_1/Conv3d_0a_1x1/batch_norm/moving_variance:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_5c/Branch_1/Conv3d_0a_1x1/batch_norm/moving_variance\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_5c/Branch_1/Conv3d_0a_1x1/conv_3d/w:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_5c/Branch_1/Conv3d_0a_1x1/conv_3d/w\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_5c/Branch_1/Conv3d_0b_3x3/batch_norm/beta:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_5c/Branch_1/Conv3d_0b_3x3/batch_norm/beta\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_5c/Branch_1/Conv3d_0b_3x3/batch_norm/moving_mean:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_5c/Branch_1/Conv3d_0b_3x3/batch_norm/moving_mean\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_5c/Branch_1/Conv3d_0b_3x3/batch_norm/moving_variance:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_5c/Branch_1/Conv3d_0b_3x3/batch_norm/moving_variance\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_5c/Branch_1/Conv3d_0b_3x3/conv_3d/w:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_5c/Branch_1/Conv3d_0b_3x3/conv_3d/w\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_5c/Branch_2/Conv3d_0a_1x1/batch_norm/beta:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_5c/Branch_2/Conv3d_0a_1x1/batch_norm/beta\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_5c/Branch_2/Conv3d_0a_1x1/batch_norm/moving_mean:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_5c/Branch_2/Conv3d_0a_1x1/batch_norm/moving_mean\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_5c/Branch_2/Conv3d_0a_1x1/batch_norm/moving_variance:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_5c/Branch_2/Conv3d_0a_1x1/batch_norm/moving_variance\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_5c/Branch_2/Conv3d_0a_1x1/conv_3d/w:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_5c/Branch_2/Conv3d_0a_1x1/conv_3d/w\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_5c/Branch_2/Conv3d_0b_3x3/batch_norm/beta:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_5c/Branch_2/Conv3d_0b_3x3/batch_norm/beta\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_5c/Branch_2/Conv3d_0b_3x3/batch_norm/moving_mean:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_5c/Branch_2/Conv3d_0b_3x3/batch_norm/moving_mean\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_5c/Branch_2/Conv3d_0b_3x3/batch_norm/moving_variance:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_5c/Branch_2/Conv3d_0b_3x3/batch_norm/moving_variance\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_5c/Branch_2/Conv3d_0b_3x3/conv_3d/w:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_5c/Branch_2/Conv3d_0b_3x3/conv_3d/w\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_5c/Branch_3/Conv3d_0b_1x1/batch_norm/beta:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_5c/Branch_3/Conv3d_0b_1x1/batch_norm/beta\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_5c/Branch_3/Conv3d_0b_1x1/batch_norm/moving_mean:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_5c/Branch_3/Conv3d_0b_1x1/batch_norm/moving_mean\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_5c/Branch_3/Conv3d_0b_1x1/batch_norm/moving_variance:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_5c/Branch_3/Conv3d_0b_1x1/batch_norm/moving_variance\n",
      "INFO:tensorflow:Initialize variable module/RGB/inception_i3d/Mixed_5c/Branch_3/Conv3d_0b_1x1/conv_3d/w:0 from checkpoint b'/tmp/tfhub_modules/092225fb776e28d6d64ac605ab6be03f18dd2027/variables/variables' with RGB/inception_i3d/Mixed_5c/Branch_3/Conv3d_0b_1x1/conv_3d/w\n",
      "INFO:tensorflow:Done calling model_fn.\n",
      "INFO:tensorflow:Starting evaluation at 2018-05-10-04:31:32\n",
      "INFO:tensorflow:Graph was finalized.\n",
      "INFO:tensorflow:Restoring parameters from /data/jwfromm/models/test/model.ckpt-0\n",
      "INFO:tensorflow:Running local_init_op.\n",
      "INFO:tensorflow:Done running local_init_op.\n"
     ]
    },
    {
     "ename": "KeyboardInterrupt",
     "evalue": "",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mKeyboardInterrupt\u001b[0m                         Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-5-ae80ccfa6286>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mtestimator\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mevaluate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minput_fn\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0meval_input_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[0;32m/opt/conda/envs/riptide-py3.6/lib/python3.6/site-packages/tensorflow/python/estimator/estimator.py\u001b[0m in \u001b[0;36mevaluate\u001b[0;34m(self, input_fn, steps, hooks, checkpoint_path, name)\u001b[0m\n\u001b[1;32m    423\u001b[0m         \u001b[0mhooks\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mhooks\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    424\u001b[0m         \u001b[0mcheckpoint_path\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mcheckpoint_path\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 425\u001b[0;31m         name=name)\n\u001b[0m\u001b[1;32m    426\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    427\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0m_convert_eval_steps_to_hooks\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0msteps\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/conda/envs/riptide-py3.6/lib/python3.6/site-packages/tensorflow/python/estimator/estimator.py\u001b[0m in \u001b[0;36m_evaluate_model\u001b[0;34m(self, input_fn, hooks, checkpoint_path, name)\u001b[0m\n\u001b[1;32m   1115\u001b[0m           \u001b[0mfinal_ops\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0meval_dict\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1116\u001b[0m           \u001b[0mhooks\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mall_hooks\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1117\u001b[0;31m           config=self._session_config)\n\u001b[0m\u001b[1;32m   1118\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1119\u001b[0m       _write_dict_to_summary(\n",
      "\u001b[0;32m/opt/conda/envs/riptide-py3.6/lib/python3.6/site-packages/tensorflow/python/training/evaluation.py\u001b[0m in \u001b[0;36m_evaluate_once\u001b[0;34m(checkpoint_path, master, scaffold, eval_ops, feed_dict, final_ops, final_ops_feed_dict, hooks, config)\u001b[0m\n\u001b[1;32m    210\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0meval_ops\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    211\u001b[0m       \u001b[0;32mwhile\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0msession\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mshould_stop\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 212\u001b[0;31m         \u001b[0msession\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrun\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0meval_ops\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfeed_dict\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    213\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    214\u001b[0m   logging.info('Finished evaluation at ' + time.strftime('%Y-%m-%d-%H:%M:%S',\n",
      "\u001b[0;32m/opt/conda/envs/riptide-py3.6/lib/python3.6/site-packages/tensorflow/python/training/monitored_session.py\u001b[0m in \u001b[0;36mrun\u001b[0;34m(self, fetches, feed_dict, options, run_metadata)\u001b[0m\n\u001b[1;32m    565\u001b[0m                           \u001b[0mfeed_dict\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfeed_dict\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    566\u001b[0m                           \u001b[0moptions\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moptions\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 567\u001b[0;31m                           run_metadata=run_metadata)\n\u001b[0m\u001b[1;32m    568\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    569\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mrun_step_fn\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstep_fn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/conda/envs/riptide-py3.6/lib/python3.6/site-packages/tensorflow/python/training/monitored_session.py\u001b[0m in \u001b[0;36mrun\u001b[0;34m(self, fetches, feed_dict, options, run_metadata)\u001b[0m\n\u001b[1;32m   1041\u001b[0m                               \u001b[0mfeed_dict\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfeed_dict\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1042\u001b[0m                               \u001b[0moptions\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moptions\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1043\u001b[0;31m                               run_metadata=run_metadata)\n\u001b[0m\u001b[1;32m   1044\u001b[0m       \u001b[0;32mexcept\u001b[0m \u001b[0m_PREEMPTION_ERRORS\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0me\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1045\u001b[0m         logging.info('An error was raised. This may be due to a preemption in '\n",
      "\u001b[0;32m/opt/conda/envs/riptide-py3.6/lib/python3.6/site-packages/tensorflow/python/training/monitored_session.py\u001b[0m in \u001b[0;36mrun\u001b[0;34m(self, *args, **kwargs)\u001b[0m\n\u001b[1;32m   1117\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mrun\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1118\u001b[0m     \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1119\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_sess\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrun\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1120\u001b[0m     \u001b[0;32mexcept\u001b[0m \u001b[0m_PREEMPTION_ERRORS\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1121\u001b[0m       \u001b[0;32mraise\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/conda/envs/riptide-py3.6/lib/python3.6/site-packages/tensorflow/python/training/monitored_session.py\u001b[0m in \u001b[0;36mrun\u001b[0;34m(self, fetches, feed_dict, options, run_metadata)\u001b[0m\n\u001b[1;32m   1189\u001b[0m                                   \u001b[0mfeed_dict\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfeed_dict\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1190\u001b[0m                                   \u001b[0moptions\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0moptions\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1191\u001b[0;31m                                   run_metadata=run_metadata)\n\u001b[0m\u001b[1;32m   1192\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1193\u001b[0m     \u001b[0;32mfor\u001b[0m \u001b[0mhook\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_hooks\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/conda/envs/riptide-py3.6/lib/python3.6/site-packages/tensorflow/python/training/monitored_session.py\u001b[0m in \u001b[0;36mrun\u001b[0;34m(self, *args, **kwargs)\u001b[0m\n\u001b[1;32m    969\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    970\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mrun\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 971\u001b[0;31m     \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_sess\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrun\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    972\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    973\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0mrun_step_fn\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstep_fn\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mraw_session\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrun_with_hooks\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/conda/envs/riptide-py3.6/lib/python3.6/site-packages/tensorflow/python/client/session.py\u001b[0m in \u001b[0;36mrun\u001b[0;34m(self, fetches, feed_dict, options, run_metadata)\u001b[0m\n\u001b[1;32m    898\u001b[0m     \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    899\u001b[0m       result = self._run(None, fetches, feed_dict, options_ptr,\n\u001b[0;32m--> 900\u001b[0;31m                          run_metadata_ptr)\n\u001b[0m\u001b[1;32m    901\u001b[0m       \u001b[0;32mif\u001b[0m \u001b[0mrun_metadata\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    902\u001b[0m         \u001b[0mproto_data\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mtf_session\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mTF_GetBuffer\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrun_metadata_ptr\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/conda/envs/riptide-py3.6/lib/python3.6/site-packages/tensorflow/python/client/session.py\u001b[0m in \u001b[0;36m_run\u001b[0;34m(self, handle, fetches, feed_dict, options, run_metadata)\u001b[0m\n\u001b[1;32m   1133\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0mfinal_fetches\u001b[0m \u001b[0;32mor\u001b[0m \u001b[0mfinal_targets\u001b[0m \u001b[0;32mor\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mhandle\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0mfeed_dict_tensor\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1134\u001b[0m       results = self._do_run(handle, final_targets, final_fetches,\n\u001b[0;32m-> 1135\u001b[0;31m                              feed_dict_tensor, options, run_metadata)\n\u001b[0m\u001b[1;32m   1136\u001b[0m     \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1137\u001b[0m       \u001b[0mresults\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/conda/envs/riptide-py3.6/lib/python3.6/site-packages/tensorflow/python/client/session.py\u001b[0m in \u001b[0;36m_do_run\u001b[0;34m(self, handle, target_list, fetch_list, feed_dict, options, run_metadata)\u001b[0m\n\u001b[1;32m   1314\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0mhandle\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1315\u001b[0m       return self._do_call(_run_fn, feeds, fetches, targets, options,\n\u001b[0;32m-> 1316\u001b[0;31m                            run_metadata)\n\u001b[0m\u001b[1;32m   1317\u001b[0m     \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1318\u001b[0m       \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_do_call\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0m_prun_fn\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mhandle\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfeeds\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfetches\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/conda/envs/riptide-py3.6/lib/python3.6/site-packages/tensorflow/python/client/session.py\u001b[0m in \u001b[0;36m_do_call\u001b[0;34m(self, fn, *args)\u001b[0m\n\u001b[1;32m   1320\u001b[0m   \u001b[0;32mdef\u001b[0m \u001b[0m_do_call\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1321\u001b[0m     \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1322\u001b[0;31m       \u001b[0;32mreturn\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1323\u001b[0m     \u001b[0;32mexcept\u001b[0m \u001b[0merrors\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mOpError\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0me\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1324\u001b[0m       \u001b[0mmessage\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcompat\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mas_text\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmessage\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/conda/envs/riptide-py3.6/lib/python3.6/site-packages/tensorflow/python/client/session.py\u001b[0m in \u001b[0;36m_run_fn\u001b[0;34m(feed_dict, fetch_list, target_list, options, run_metadata)\u001b[0m\n\u001b[1;32m   1305\u001b[0m       \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_extend_graph\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1306\u001b[0m       return self._call_tf_sessionrun(\n\u001b[0;32m-> 1307\u001b[0;31m           options, feed_dict, fetch_list, target_list, run_metadata)\n\u001b[0m\u001b[1;32m   1308\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1309\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0m_prun_fn\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mhandle\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfeed_dict\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfetch_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/conda/envs/riptide-py3.6/lib/python3.6/site-packages/tensorflow/python/client/session.py\u001b[0m in \u001b[0;36m_call_tf_sessionrun\u001b[0;34m(self, options, feed_dict, fetch_list, target_list, run_metadata)\u001b[0m\n\u001b[1;32m   1407\u001b[0m       return tf_session.TF_SessionRun_wrapper(\n\u001b[1;32m   1408\u001b[0m           \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_session\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moptions\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfeed_dict\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfetch_list\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtarget_list\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1409\u001b[0;31m           run_metadata)\n\u001b[0m\u001b[1;32m   1410\u001b[0m     \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1411\u001b[0m       \u001b[0;32mwith\u001b[0m \u001b[0merrors\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mraise_exception_on_not_ok_status\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0mstatus\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;31mKeyboardInterrupt\u001b[0m: "
     ]
    }
   ],
   "source": [
    "testimator.evaluate(input_fn=eval_input_fn)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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