diff --git a/1_to_1_multi_layer.ipynb b/1_to_1_multi_layer.ipynb index cffcf09..57f4160 100644 --- a/1_to_1_multi_layer.ipynb +++ b/1_to_1_multi_layer.ipynb @@ -627,7 +627,7 @@ }, { "cell_type": "code", - "execution_count": 66, + "execution_count": 16, "metadata": {}, "outputs": [], "source": [ @@ -742,7 +742,7 @@ }, { "cell_type": "code", - "execution_count": 42, + "execution_count": 17, "metadata": {}, "outputs": [], "source": [ @@ -759,9 +759,19 @@ }, { "cell_type": "code", - "execution_count": 50, + "execution_count": 18, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "WARNING:tensorflow:From c:\\users\\sa_li\\anaconda3\\envs\\rnn-tf-ker\\lib\\site-packages\\tensorflow\\contrib\\learn\\python\\learn\\datasets\\base.py:198: retry (from tensorflow.contrib.learn.python.learn.datasets.base) is deprecated and will be removed in a future version.\n", + "Instructions for updating:\n", + "Use the retry module or similar alternatives.\n" + ] + } + ], "source": [ "tf.reset_default_graph()\n", "rnn = RNNPlacePrediction(time_steps=timesteps, future_steps=future_steps, ninputs=ninputs, \n", @@ -770,7 +780,7 @@ }, { "cell_type": "code", - "execution_count": 51, + "execution_count": 19, "metadata": {}, "outputs": [], "source": [ @@ -786,7 +796,7 @@ }, { "cell_type": "code", - "execution_count": 43, + "execution_count": 20, "metadata": { "scrolled": true }, @@ -795,16 +805,16 @@ "name": "stdout", "output_type": "stream", "text": [ - "Epoch number 5\n", - "Cost: 138837.22811303238 e-6\n", + "Epoch number 0\n", + "Cost: 376274.61996484315 e-6\n", "Patience: 0 / 200\n", - "Last checkpoint at: Epoch 5 \n", + "Last checkpoint at: Epoch 0 \n", "\n", "\n", "\n", "Model saved in at: ./rnn_model_lstm_leaky_relu_[50,40,30,20,10]c/rnn_basic\n", - "Model saved at ./rnn_model_lstm_leaky_relu_[50,40,30,20,10]c/rnn_basic\n", - "Remaining data saved as rnn_model_lstm_leaky_relu_[50,40,30,20,10]c.pkl\n" + "Model saved at: ./rnn_model_lstm_leaky_relu_[50,40,30,20,10]c/rnn_basic\n", + "Remaining data saved as: rnn_model_lstm_leaky_relu_[50,40,30,20,10]c.pkl\n" ] } ], @@ -815,14 +825,14 @@ }, { "cell_type": "code", - "execution_count": 44, + "execution_count": 21, "metadata": { "scrolled": false }, "outputs": [ { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "
" ] @@ -844,45 +854,24 @@ }, { "cell_type": "code", - "execution_count": 74, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Model saved at: ./rnn_model_lstm_leaky_relu_[50,40,30,20,10]c/rnn_basic\n", - "Remaining data saved as: rnn_model_lstm_leaky_relu_[50,40,30,20,10]c.pkl\n" - ] - } - ], + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [], "source": [ - "full_save(rnn)" + "#folder = get_rnn_folder(ncells = ncells, cell_type = \"lstm\", activation = \"leaky_relu\")\n", + "#rnn, data = full_load(folder)" ] }, { "cell_type": "code", - "execution_count": 75, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "INFO:tensorflow:Restoring parameters from ./rnn_model_lstm_leaky_relu_[50,40,30,20,10]c/rnn_basic\n", - "Model succesfully loaded\n", - "Minibatches (=training data) and test_input and test_target in data loaded\n" - ] - } - ], - "source": [ - "folder = get_rnn_folder(ncells = ncells, cell_type = \"lstm\", activation = \"leaky_relu\")\n", - "rnn, data = full_load(folder)" - ] - }, - { - "cell_type": "code", - "execution_count": 76, + "execution_count": 23, "metadata": {}, "outputs": [], "source": [ @@ -894,7 +883,7 @@ " #Here i subtract a prediction (random particle) from the target to get an idea of the predictions\n", " #scaler_inv(test_input, scalerfunc = func)[0,:,:]\n", " diff = scaler_inv(test_pred, scalerfunc = func)-scaler_inv(test_target, scalerfunc = func )\n", - " print(diff[0,:,:])\n", + " print(diff[random.randint(0,test_pred.shape[0]),:,:])\n", " \n", " #Here I evaluate my model on the test set based on mean_squared_error\n", " loss = rnn.sess.run(rnn.cost, feed_dict={rnn.X:test_input, rnn.Y:test_target})\n", @@ -912,26 +901,26 @@ }, { "cell_type": "code", - "execution_count": 77, + "execution_count": 28, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "[[-14.1891082 5.49341339 -18.52827875]\n", - " [-13.87708179 14.74682446 -17.92266896]\n", - " [-27.59613792 41.24122176 -17.39950265]\n", - " [ 45.07231116 35.11842858 -14.05784146]\n", - " [ 51.55853583 26.47433645 -18.04338036]\n", - " [ 47.99403133 3.63808725 -18.35658836]\n", - " [ 20.2514592 0.82678895 -19.31475041]]\n", - "Loss on test set: 0.38916114\n" + "[[-12.40089102 11.3887205 14.85893158]\n", + " [ -2.58961379 15.07054156 13.61432775]\n", + " [ -0.97645625 9.64583194 6.30191887]\n", + " [ -0.18267044 -0.89442267 -5.31442916]\n", + " [ 1.98853966 9.28189136 -5.76572485]\n", + " [ -0.40098165 2.10118956 -3.39426367]\n", + " [ 2.50788286 -4.49019351 2.29174324]]\n", + "Loss on test set: 0.14005564\n" ] } ], "source": [ - "test_pred, test_loss = rnn_test()" + "test_pred, test_loss = rnn_test(rnn=rnn)" ] }, { diff --git a/requiremements.py b/requiremements.py index b7bc218..7741c59 100644 --- a/requiremements.py +++ b/requiremements.py @@ -635,7 +635,7 @@ #Here i subtract a prediction (random particle) from the target to get an idea of the predictions #scaler_inv(test_input, scalerfunc = func)[0,:,:] diff = scaler_inv(test_pred, scalerfunc = func)-scaler_inv(test_target, scalerfunc = func ) - print(diff[0,:,:]) + print(diff[random.randint(0,test_pred.shape[0]),:,:]) #Here I evaluate my model on the test set based on mean_squared_error loss = rnn.sess.run(rnn.cost, feed_dict={rnn.X:test_input, rnn.Y:test_target}) diff --git "a/rnn_model_GRU_leaky_relu_\13350,40,30,20,10\135c.pkl" "b/rnn_model_GRU_leaky_relu_\13350,40,30,20,10\135c.pkl" deleted file mode 100644 index 869c46c..0000000 --- "a/rnn_model_GRU_leaky_relu_\13350,40,30,20,10\135c.pkl" +++ /dev/null Binary files differ diff --git "a/rnn_model_GRU_leaky_relu_\13350,40,30,20,10\135c/checkpoint" "b/rnn_model_GRU_leaky_relu_\13350,40,30,20,10\135c/checkpoint" deleted file mode 100644 index 244346a..0000000 --- "a/rnn_model_GRU_leaky_relu_\13350,40,30,20,10\135c/checkpoint" +++ /dev/null @@ -1,3 +0,0 @@ -model_checkpoint_path: "rnn_basic" -all_model_checkpoint_paths: "../rnn_model_GRU_leaky_relu_[50,40,30,20,10]c_checkpoint/rnn_basic" -all_model_checkpoint_paths: "rnn_basic" diff --git "a/rnn_model_GRU_leaky_relu_\13350,40,30,20,10\135c/rnn_basic.data-00000-of-00001" "b/rnn_model_GRU_leaky_relu_\13350,40,30,20,10\135c/rnn_basic.data-00000-of-00001" deleted file mode 100644 index f7ed4e4..0000000 --- "a/rnn_model_GRU_leaky_relu_\13350,40,30,20,10\135c/rnn_basic.data-00000-of-00001" +++ /dev/null Binary files differ diff --git "a/rnn_model_GRU_leaky_relu_\13350,40,30,20,10\135c/rnn_basic.index" "b/rnn_model_GRU_leaky_relu_\13350,40,30,20,10\135c/rnn_basic.index" deleted file mode 100644 index b6d8a5e..0000000 --- "a/rnn_model_GRU_leaky_relu_\13350,40,30,20,10\135c/rnn_basic.index" +++ /dev/null Binary files differ diff --git "a/rnn_model_GRU_leaky_relu_\13350,40,30,20,10\135c/rnn_basic.meta" "b/rnn_model_GRU_leaky_relu_\13350,40,30,20,10\135c/rnn_basic.meta" deleted file mode 100644 index 4b3fb3d..0000000 --- "a/rnn_model_GRU_leaky_relu_\13350,40,30,20,10\135c/rnn_basic.meta" +++ /dev/null Binary files differ diff --git "a/rnn_model_lstm_leaky_relu_\13350,40,30,20,10\135c.pkl" "b/rnn_model_lstm_leaky_relu_\13350,40,30,20,10\135c.pkl" deleted file mode 100644 index fd65421..0000000 --- "a/rnn_model_lstm_leaky_relu_\13350,40,30,20,10\135c.pkl" +++ /dev/null Binary files differ diff --git "a/rnn_model_lstm_leaky_relu_\13350,40,30,20,10\135c/checkpoint" "b/rnn_model_lstm_leaky_relu_\13350,40,30,20,10\135c/checkpoint" deleted file mode 100644 index c69cc9c..0000000 --- "a/rnn_model_lstm_leaky_relu_\13350,40,30,20,10\135c/checkpoint" +++ /dev/null @@ -1,3 +0,0 @@ -model_checkpoint_path: "rnn_basic" -all_model_checkpoint_paths: "../rnn_model_lstm_leaky_relu_[50,40,30,20,10]c_checkpoint/rnn_basic" -all_model_checkpoint_paths: "rnn_basic" diff --git "a/rnn_model_lstm_leaky_relu_\13350,40,30,20,10\135c/rnn_basic.data-00000-of-00001" "b/rnn_model_lstm_leaky_relu_\13350,40,30,20,10\135c/rnn_basic.data-00000-of-00001" deleted file mode 100644 index c9ccb7e..0000000 --- "a/rnn_model_lstm_leaky_relu_\13350,40,30,20,10\135c/rnn_basic.data-00000-of-00001" +++ /dev/null Binary files differ diff --git "a/rnn_model_lstm_leaky_relu_\13350,40,30,20,10\135c/rnn_basic.index" "b/rnn_model_lstm_leaky_relu_\13350,40,30,20,10\135c/rnn_basic.index" deleted file mode 100644 index 6f922e1..0000000 --- "a/rnn_model_lstm_leaky_relu_\13350,40,30,20,10\135c/rnn_basic.index" +++ /dev/null Binary files differ diff --git "a/rnn_model_lstm_leaky_relu_\13350,40,30,20,10\135c/rnn_basic.meta" "b/rnn_model_lstm_leaky_relu_\13350,40,30,20,10\135c/rnn_basic.meta" deleted file mode 100644 index 87885a1..0000000 --- "a/rnn_model_lstm_leaky_relu_\13350,40,30,20,10\135c/rnn_basic.meta" +++ /dev/null Binary files differ diff --git "a/trained_models/rnn_model_GRU_leaky_relu_\13350,30,10\135c.pkl" "b/trained_models/rnn_model_GRU_leaky_relu_\13350,30,10\135c.pkl" new file mode 100644 index 0000000..ad4f185 --- /dev/null +++ "b/trained_models/rnn_model_GRU_leaky_relu_\13350,30,10\135c.pkl" Binary files differ diff --git "a/trained_models/rnn_model_GRU_leaky_relu_\13350,30,10\135c/checkpoint" "b/trained_models/rnn_model_GRU_leaky_relu_\13350,30,10\135c/checkpoint" new file mode 100644 index 0000000..22214f6 --- /dev/null +++ "b/trained_models/rnn_model_GRU_leaky_relu_\13350,30,10\135c/checkpoint" @@ -0,0 +1,3 @@ +model_checkpoint_path: "rnn_basic" +all_model_checkpoint_paths: "../rnn_model_GRU_leaky_relu_[50,30,10]c_checkpoint/rnn_basic" +all_model_checkpoint_paths: "rnn_basic" diff --git "a/trained_models/rnn_model_GRU_leaky_relu_\13350,30,10\135c/rnn_basic.data-00000-of-00001" "b/trained_models/rnn_model_GRU_leaky_relu_\13350,30,10\135c/rnn_basic.data-00000-of-00001" new file mode 100644 index 0000000..840e891 --- /dev/null +++ "b/trained_models/rnn_model_GRU_leaky_relu_\13350,30,10\135c/rnn_basic.data-00000-of-00001" Binary files differ diff --git "a/trained_models/rnn_model_GRU_leaky_relu_\13350,30,10\135c/rnn_basic.index" "b/trained_models/rnn_model_GRU_leaky_relu_\13350,30,10\135c/rnn_basic.index" new file mode 100644 index 0000000..b8a0a0b --- /dev/null +++ "b/trained_models/rnn_model_GRU_leaky_relu_\13350,30,10\135c/rnn_basic.index" Binary files differ diff --git "a/trained_models/rnn_model_GRU_leaky_relu_\13350,30,10\135c/rnn_basic.meta" "b/trained_models/rnn_model_GRU_leaky_relu_\13350,30,10\135c/rnn_basic.meta" new file mode 100644 index 0000000..1fe2734 --- /dev/null +++ "b/trained_models/rnn_model_GRU_leaky_relu_\13350,30,10\135c/rnn_basic.meta" Binary files differ diff --git "a/trained_models/rnn_model_GRU_leaky_relu_\13350,40,30,20,10,5\135c.pkl" "b/trained_models/rnn_model_GRU_leaky_relu_\13350,40,30,20,10,5\135c.pkl" new file mode 100644 index 0000000..06604bd --- /dev/null +++ "b/trained_models/rnn_model_GRU_leaky_relu_\13350,40,30,20,10,5\135c.pkl" Binary files differ diff --git "a/trained_models/rnn_model_GRU_leaky_relu_\13350,40,30,20,10,5\135c/checkpoint" "b/trained_models/rnn_model_GRU_leaky_relu_\13350,40,30,20,10,5\135c/checkpoint" new file mode 100644 index 0000000..49de70d --- /dev/null +++ "b/trained_models/rnn_model_GRU_leaky_relu_\13350,40,30,20,10,5\135c/checkpoint" @@ -0,0 +1,3 @@ +model_checkpoint_path: "rnn_basic" +all_model_checkpoint_paths: "../rnn_model_GRU_leaky_relu_[50,40,30,20,10,5]c_checkpoint/rnn_basic" +all_model_checkpoint_paths: "rnn_basic" diff --git "a/trained_models/rnn_model_GRU_leaky_relu_\13350,40,30,20,10,5\135c/rnn_basic.data-00000-of-00001" "b/trained_models/rnn_model_GRU_leaky_relu_\13350,40,30,20,10,5\135c/rnn_basic.data-00000-of-00001" new file mode 100644 index 0000000..c286bf6 --- /dev/null +++ "b/trained_models/rnn_model_GRU_leaky_relu_\13350,40,30,20,10,5\135c/rnn_basic.data-00000-of-00001" Binary files differ diff 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--git "a/trained_models/rnn_model_GRU_leaky_relu_\13350,40,30,20,10\135c.pkl" "b/trained_models/rnn_model_GRU_leaky_relu_\13350,40,30,20,10\135c.pkl" new file mode 100644 index 0000000..869c46c --- /dev/null +++ "b/trained_models/rnn_model_GRU_leaky_relu_\13350,40,30,20,10\135c.pkl" Binary files differ diff --git "a/trained_models/rnn_model_GRU_leaky_relu_\13350,40,30,20,10\135c/checkpoint" "b/trained_models/rnn_model_GRU_leaky_relu_\13350,40,30,20,10\135c/checkpoint" new file mode 100644 index 0000000..244346a --- /dev/null +++ "b/trained_models/rnn_model_GRU_leaky_relu_\13350,40,30,20,10\135c/checkpoint" @@ -0,0 +1,3 @@ +model_checkpoint_path: "rnn_basic" +all_model_checkpoint_paths: "../rnn_model_GRU_leaky_relu_[50,40,30,20,10]c_checkpoint/rnn_basic" +all_model_checkpoint_paths: "rnn_basic" diff --git "a/trained_models/rnn_model_GRU_leaky_relu_\13350,40,30,20,10\135c/rnn_basic.data-00000-of-00001" "b/trained_models/rnn_model_GRU_leaky_relu_\13350,40,30,20,10\135c/rnn_basic.data-00000-of-00001" new file mode 100644 index 0000000..f7ed4e4 --- /dev/null +++ "b/trained_models/rnn_model_GRU_leaky_relu_\13350,40,30,20,10\135c/rnn_basic.data-00000-of-00001" Binary files differ diff --git "a/trained_models/rnn_model_GRU_leaky_relu_\13350,40,30,20,10\135c/rnn_basic.index" "b/trained_models/rnn_model_GRU_leaky_relu_\13350,40,30,20,10\135c/rnn_basic.index" new file mode 100644 index 0000000..b6d8a5e --- /dev/null +++ "b/trained_models/rnn_model_GRU_leaky_relu_\13350,40,30,20,10\135c/rnn_basic.index" Binary files differ diff --git "a/trained_models/rnn_model_GRU_leaky_relu_\13350,40,30,20,10\135c/rnn_basic.meta" "b/trained_models/rnn_model_GRU_leaky_relu_\13350,40,30,20,10\135c/rnn_basic.meta" new file mode 100644 index 0000000..4b3fb3d --- /dev/null +++ "b/trained_models/rnn_model_GRU_leaky_relu_\13350,40,30,20,10\135c/rnn_basic.meta" Binary files differ diff --git "a/trained_models/rnn_model_basic_rnn_elu_\13350,40,30,20,10,5\135c.pkl" "b/trained_models/rnn_model_basic_rnn_elu_\13350,40,30,20,10,5\135c.pkl" new file mode 100644 index 0000000..c79dd15 --- /dev/null +++ "b/trained_models/rnn_model_basic_rnn_elu_\13350,40,30,20,10,5\135c.pkl" Binary files differ diff --git "a/trained_models/rnn_model_basic_rnn_elu_\13350,40,30,20,10,5\135c/checkpoint" "b/trained_models/rnn_model_basic_rnn_elu_\13350,40,30,20,10,5\135c/checkpoint" new file mode 100644 index 0000000..1dc4133 --- /dev/null +++ "b/trained_models/rnn_model_basic_rnn_elu_\13350,40,30,20,10,5\135c/checkpoint" @@ -0,0 +1,3 @@ +model_checkpoint_path: "rnn_basic" +all_model_checkpoint_paths: "../rnn_model_basic_rnn_elu_[50,40,30,20,10,5]c_checkpoint/rnn_basic" +all_model_checkpoint_paths: "rnn_basic" diff --git "a/trained_models/rnn_model_basic_rnn_elu_\13350,40,30,20,10,5\135c/rnn_basic.data-00000-of-00001" 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"a/trained_models/rnn_model_basic_rnn_tanh_\13350,40,30,20,10,5\135c.pkl" "b/trained_models/rnn_model_basic_rnn_tanh_\13350,40,30,20,10,5\135c.pkl" new file mode 100644 index 0000000..895ea15 --- /dev/null +++ "b/trained_models/rnn_model_basic_rnn_tanh_\13350,40,30,20,10,5\135c.pkl" Binary files differ diff --git "a/trained_models/rnn_model_basic_rnn_tanh_\13350,40,30,20,10,5\135c/checkpoint" "b/trained_models/rnn_model_basic_rnn_tanh_\13350,40,30,20,10,5\135c/checkpoint" new file mode 100644 index 0000000..f1ea1fa --- /dev/null +++ "b/trained_models/rnn_model_basic_rnn_tanh_\13350,40,30,20,10,5\135c/checkpoint" @@ -0,0 +1,3 @@ +model_checkpoint_path: "rnn_basic" +all_model_checkpoint_paths: "../rnn_model_basic_rnn_tanh_[50,40,30,20,10,5]c_checkpoint/rnn_basic" +all_model_checkpoint_paths: "rnn_basic" diff --git "a/trained_models/rnn_model_basic_rnn_tanh_\13350,40,30,20,10,5\135c/rnn_basic.data-00000-of-00001" "b/trained_models/rnn_model_basic_rnn_tanh_\13350,40,30,20,10,5\135c/rnn_basic.data-00000-of-00001" new file mode 100644 index 0000000..85acc90 --- /dev/null +++ "b/trained_models/rnn_model_basic_rnn_tanh_\13350,40,30,20,10,5\135c/rnn_basic.data-00000-of-00001" Binary files differ diff --git "a/trained_models/rnn_model_basic_rnn_tanh_\13350,40,30,20,10,5\135c/rnn_basic.index" "b/trained_models/rnn_model_basic_rnn_tanh_\13350,40,30,20,10,5\135c/rnn_basic.index" new file mode 100644 index 0000000..f5d8928 --- /dev/null +++ "b/trained_models/rnn_model_basic_rnn_tanh_\13350,40,30,20,10,5\135c/rnn_basic.index" Binary files differ diff --git "a/trained_models/rnn_model_basic_rnn_tanh_\13350,40,30,20,10,5\135c/rnn_basic.meta" "b/trained_models/rnn_model_basic_rnn_tanh_\13350,40,30,20,10,5\135c/rnn_basic.meta" new file mode 100644 index 0000000..1d3d55b --- /dev/null +++ "b/trained_models/rnn_model_basic_rnn_tanh_\13350,40,30,20,10,5\135c/rnn_basic.meta" Binary files differ diff --git "a/trained_models/rnn_model_lstm_elu_\13350,40,30,10\135c.pkl" "b/trained_models/rnn_model_lstm_elu_\13350,40,30,10\135c.pkl" new file mode 100644 index 0000000..2af84df --- /dev/null +++ "b/trained_models/rnn_model_lstm_elu_\13350,40,30,10\135c.pkl" Binary files differ diff --git "a/trained_models/rnn_model_lstm_elu_\13350,40,30,10\135c/checkpoint" "b/trained_models/rnn_model_lstm_elu_\13350,40,30,10\135c/checkpoint" new file mode 100644 index 0000000..bc11feb --- /dev/null +++ "b/trained_models/rnn_model_lstm_elu_\13350,40,30,10\135c/checkpoint" @@ -0,0 +1,3 @@ +model_checkpoint_path: "rnn_basic" +all_model_checkpoint_paths: "../rnn_model_lstm_elu_[50,40,30,10]c_checkpoint/rnn_basic" +all_model_checkpoint_paths: "rnn_basic" diff --git "a/trained_models/rnn_model_lstm_elu_\13350,40,30,10\135c/rnn_basic.data-00000-of-00001" "b/trained_models/rnn_model_lstm_elu_\13350,40,30,10\135c/rnn_basic.data-00000-of-00001" new file mode 100644 index 0000000..8145414 --- /dev/null +++ "b/trained_models/rnn_model_lstm_elu_\13350,40,30,10\135c/rnn_basic.data-00000-of-00001" Binary files differ diff --git "a/trained_models/rnn_model_lstm_elu_\13350,40,30,10\135c/rnn_basic.index" "b/trained_models/rnn_model_lstm_elu_\13350,40,30,10\135c/rnn_basic.index" new file mode 100644 index 0000000..a6a390d --- /dev/null +++ "b/trained_models/rnn_model_lstm_elu_\13350,40,30,10\135c/rnn_basic.index" Binary files differ diff --git "a/trained_models/rnn_model_lstm_elu_\13350,40,30,10\135c/rnn_basic.meta" "b/trained_models/rnn_model_lstm_elu_\13350,40,30,10\135c/rnn_basic.meta" new file mode 100644 index 0000000..9cc49fa --- /dev/null +++ "b/trained_models/rnn_model_lstm_elu_\13350,40,30,10\135c/rnn_basic.meta" Binary files differ diff --git "a/trained_models/rnn_model_lstm_leaky_relu_\13350,30,10\135c.pkl" "b/trained_models/rnn_model_lstm_leaky_relu_\13350,30,10\135c.pkl" new file mode 100644 index 0000000..54c812d --- /dev/null +++ "b/trained_models/rnn_model_lstm_leaky_relu_\13350,30,10\135c.pkl" Binary files differ diff --git "a/trained_models/rnn_model_lstm_leaky_relu_\13350,30,10\135c/checkpoint" "b/trained_models/rnn_model_lstm_leaky_relu_\13350,30,10\135c/checkpoint" new file mode 100644 index 0000000..edbb4df --- /dev/null +++ "b/trained_models/rnn_model_lstm_leaky_relu_\13350,30,10\135c/checkpoint" @@ -0,0 +1,3 @@ +model_checkpoint_path: "rnn_basic" +all_model_checkpoint_paths: "../rnn_model_lstm_leaky_relu_[50,30,10]c_checkpoint/rnn_basic" +all_model_checkpoint_paths: "rnn_basic" diff --git "a/trained_models/rnn_model_lstm_leaky_relu_\13350,30,10\135c/rnn_basic.data-00000-of-00001" "b/trained_models/rnn_model_lstm_leaky_relu_\13350,30,10\135c/rnn_basic.data-00000-of-00001" new file mode 100644 index 0000000..cc1e640 --- /dev/null +++ "b/trained_models/rnn_model_lstm_leaky_relu_\13350,30,10\135c/rnn_basic.data-00000-of-00001" Binary files differ diff --git "a/trained_models/rnn_model_lstm_leaky_relu_\13350,30,10\135c/rnn_basic.index" "b/trained_models/rnn_model_lstm_leaky_relu_\13350,30,10\135c/rnn_basic.index" new file mode 100644 index 0000000..76e8780 --- /dev/null +++ "b/trained_models/rnn_model_lstm_leaky_relu_\13350,30,10\135c/rnn_basic.index" Binary files differ diff --git "a/trained_models/rnn_model_lstm_leaky_relu_\13350,30,10\135c/rnn_basic.meta" "b/trained_models/rnn_model_lstm_leaky_relu_\13350,30,10\135c/rnn_basic.meta" new file mode 100644 index 0000000..367cd6c --- /dev/null +++ "b/trained_models/rnn_model_lstm_leaky_relu_\13350,30,10\135c/rnn_basic.meta" Binary files differ diff --git "a/trained_models/rnn_model_lstm_leaky_relu_\13350,30,10\135c/rnn_model_lstm_leaky_relu_\13350,30,10\135c/checkpoint" "b/trained_models/rnn_model_lstm_leaky_relu_\13350,30,10\135c/rnn_model_lstm_leaky_relu_\13350,30,10\135c/checkpoint" new file mode 100644 index 0000000..edbb4df --- /dev/null +++ "b/trained_models/rnn_model_lstm_leaky_relu_\13350,30,10\135c/rnn_model_lstm_leaky_relu_\13350,30,10\135c/checkpoint" @@ -0,0 +1,3 @@ +model_checkpoint_path: "rnn_basic" +all_model_checkpoint_paths: "../rnn_model_lstm_leaky_relu_[50,30,10]c_checkpoint/rnn_basic" +all_model_checkpoint_paths: "rnn_basic" diff --git "a/trained_models/rnn_model_lstm_leaky_relu_\13350,30,10\135c/rnn_model_lstm_leaky_relu_\13350,30,10\135c/rnn_basic.data-00000-of-00001" "b/trained_models/rnn_model_lstm_leaky_relu_\13350,30,10\135c/rnn_model_lstm_leaky_relu_\13350,30,10\135c/rnn_basic.data-00000-of-00001" new file mode 100644 index 0000000..df88f77 --- /dev/null +++ "b/trained_models/rnn_model_lstm_leaky_relu_\13350,30,10\135c/rnn_model_lstm_leaky_relu_\13350,30,10\135c/rnn_basic.data-00000-of-00001" Binary files differ diff --git "a/trained_models/rnn_model_lstm_leaky_relu_\13350,30,10\135c/rnn_model_lstm_leaky_relu_\13350,30,10\135c/rnn_basic.index" "b/trained_models/rnn_model_lstm_leaky_relu_\13350,30,10\135c/rnn_model_lstm_leaky_relu_\13350,30,10\135c/rnn_basic.index" new file mode 100644 index 0000000..22fd6d4 --- /dev/null +++ "b/trained_models/rnn_model_lstm_leaky_relu_\13350,30,10\135c/rnn_model_lstm_leaky_relu_\13350,30,10\135c/rnn_basic.index" Binary files differ diff --git "a/trained_models/rnn_model_lstm_leaky_relu_\13350,30,10\135c/rnn_model_lstm_leaky_relu_\13350,30,10\135c/rnn_basic.meta" "b/trained_models/rnn_model_lstm_leaky_relu_\13350,30,10\135c/rnn_model_lstm_leaky_relu_\13350,30,10\135c/rnn_basic.meta" new file mode 100644 index 0000000..95e8672 --- /dev/null +++ "b/trained_models/rnn_model_lstm_leaky_relu_\13350,30,10\135c/rnn_model_lstm_leaky_relu_\13350,30,10\135c/rnn_basic.meta" Binary files differ diff --git "a/trained_models/rnn_model_lstm_leaky_relu_\13350,40,30,10\135c.pkl" "b/trained_models/rnn_model_lstm_leaky_relu_\13350,40,30,10\135c.pkl" new file mode 100644 index 0000000..de2ab59 --- /dev/null +++ "b/trained_models/rnn_model_lstm_leaky_relu_\13350,40,30,10\135c.pkl" Binary files differ diff --git "a/trained_models/rnn_model_lstm_leaky_relu_\13350,40,30,10\135c/checkpoint" "b/trained_models/rnn_model_lstm_leaky_relu_\13350,40,30,10\135c/checkpoint" new file mode 100644 index 0000000..2e4ecda --- /dev/null +++ "b/trained_models/rnn_model_lstm_leaky_relu_\13350,40,30,10\135c/checkpoint" @@ -0,0 +1,3 @@ +model_checkpoint_path: "rnn_basic" +all_model_checkpoint_paths: "../rnn_model_lstm_leaky_relu_[50,40,30,10]c_checkpoint/rnn_basic" +all_model_checkpoint_paths: "rnn_basic" diff --git "a/trained_models/rnn_model_lstm_leaky_relu_\13350,40,30,10\135c/rnn_basic.data-00000-of-00001" "b/trained_models/rnn_model_lstm_leaky_relu_\13350,40,30,10\135c/rnn_basic.data-00000-of-00001" new file mode 100644 index 0000000..efd8aa5 --- /dev/null +++ "b/trained_models/rnn_model_lstm_leaky_relu_\13350,40,30,10\135c/rnn_basic.data-00000-of-00001" Binary files differ diff --git "a/trained_models/rnn_model_lstm_leaky_relu_\13350,40,30,10\135c/rnn_basic.index" "b/trained_models/rnn_model_lstm_leaky_relu_\13350,40,30,10\135c/rnn_basic.index" new file mode 100644 index 0000000..bbbfe93 --- /dev/null +++ "b/trained_models/rnn_model_lstm_leaky_relu_\13350,40,30,10\135c/rnn_basic.index" Binary files differ diff --git "a/trained_models/rnn_model_lstm_leaky_relu_\13350,40,30,10\135c/rnn_basic.meta" "b/trained_models/rnn_model_lstm_leaky_relu_\13350,40,30,10\135c/rnn_basic.meta" new file mode 100644 index 0000000..4162368 --- /dev/null +++ "b/trained_models/rnn_model_lstm_leaky_relu_\13350,40,30,10\135c/rnn_basic.meta" Binary files differ diff --git "a/trained_models/rnn_model_lstm_leaky_relu_\13350,40,30,20,10\135c.pkl" "b/trained_models/rnn_model_lstm_leaky_relu_\13350,40,30,20,10\135c.pkl" new file mode 100644 index 0000000..fd65421 --- /dev/null +++ "b/trained_models/rnn_model_lstm_leaky_relu_\13350,40,30,20,10\135c.pkl" Binary files differ diff --git "a/trained_models/rnn_model_lstm_leaky_relu_\13350,40,30,20,10\135c/checkpoint" "b/trained_models/rnn_model_lstm_leaky_relu_\13350,40,30,20,10\135c/checkpoint" new file mode 100644 index 0000000..c69cc9c --- /dev/null +++ "b/trained_models/rnn_model_lstm_leaky_relu_\13350,40,30,20,10\135c/checkpoint" @@ -0,0 +1,3 @@ +model_checkpoint_path: "rnn_basic" +all_model_checkpoint_paths: "../rnn_model_lstm_leaky_relu_[50,40,30,20,10]c_checkpoint/rnn_basic" +all_model_checkpoint_paths: "rnn_basic" diff --git "a/trained_models/rnn_model_lstm_leaky_relu_\13350,40,30,20,10\135c/rnn_basic.data-00000-of-00001" "b/trained_models/rnn_model_lstm_leaky_relu_\13350,40,30,20,10\135c/rnn_basic.data-00000-of-00001" new file mode 100644 index 0000000..c9ccb7e --- /dev/null +++ "b/trained_models/rnn_model_lstm_leaky_relu_\13350,40,30,20,10\135c/rnn_basic.data-00000-of-00001" Binary files differ diff --git "a/trained_models/rnn_model_lstm_leaky_relu_\13350,40,30,20,10\135c/rnn_basic.index" "b/trained_models/rnn_model_lstm_leaky_relu_\13350,40,30,20,10\135c/rnn_basic.index" new file mode 100644 index 0000000..6f922e1 --- /dev/null +++ "b/trained_models/rnn_model_lstm_leaky_relu_\13350,40,30,20,10\135c/rnn_basic.index" Binary files differ diff --git "a/trained_models/rnn_model_lstm_leaky_relu_\13350,40,30,20,10\135c/rnn_basic.meta" "b/trained_models/rnn_model_lstm_leaky_relu_\13350,40,30,20,10\135c/rnn_basic.meta" new file mode 100644 index 0000000..87885a1 --- /dev/null +++ "b/trained_models/rnn_model_lstm_leaky_relu_\13350,40,30,20,10\135c/rnn_basic.meta" Binary files differ diff --git "a/trained_models/rnn_model_lstm_relu_\13350,40,30,10\135c.pkl" "b/trained_models/rnn_model_lstm_relu_\13350,40,30,10\135c.pkl" new file mode 100644 index 0000000..645b9a6 --- /dev/null +++ "b/trained_models/rnn_model_lstm_relu_\13350,40,30,10\135c.pkl" Binary files differ diff --git "a/trained_models/rnn_model_lstm_relu_\13350,40,30,10\135c/checkpoint" "b/trained_models/rnn_model_lstm_relu_\13350,40,30,10\135c/checkpoint" new file mode 100644 index 0000000..654b86f --- /dev/null +++ "b/trained_models/rnn_model_lstm_relu_\13350,40,30,10\135c/checkpoint" @@ -0,0 +1,3 @@ +model_checkpoint_path: "rnn_basic" +all_model_checkpoint_paths: "../rnn_model_lstm_relu_[50,40,30,10]c_checkpoint/rnn_basic" +all_model_checkpoint_paths: "rnn_basic" diff --git "a/trained_models/rnn_model_lstm_relu_\13350,40,30,10\135c/rnn_basic.data-00000-of-00001" "b/trained_models/rnn_model_lstm_relu_\13350,40,30,10\135c/rnn_basic.data-00000-of-00001" new file mode 100644 index 0000000..a7823c6 --- /dev/null +++ "b/trained_models/rnn_model_lstm_relu_\13350,40,30,10\135c/rnn_basic.data-00000-of-00001" Binary files differ diff --git "a/trained_models/rnn_model_lstm_relu_\13350,40,30,10\135c/rnn_basic.index" "b/trained_models/rnn_model_lstm_relu_\13350,40,30,10\135c/rnn_basic.index" new file mode 100644 index 0000000..6c96045 --- /dev/null +++ "b/trained_models/rnn_model_lstm_relu_\13350,40,30,10\135c/rnn_basic.index" Binary files differ diff --git "a/trained_models/rnn_model_lstm_relu_\13350,40,30,10\135c/rnn_basic.meta" "b/trained_models/rnn_model_lstm_relu_\13350,40,30,10\135c/rnn_basic.meta" new file mode 100644 index 0000000..e72017c --- /dev/null +++ "b/trained_models/rnn_model_lstm_relu_\13350,40,30,10\135c/rnn_basic.meta" Binary files differ diff --git "a/trained_models/rnn_model_lstm_tanh_\13350,40,30,10\135c.pkl" "b/trained_models/rnn_model_lstm_tanh_\13350,40,30,10\135c.pkl" new file mode 100644 index 0000000..433b213 --- /dev/null +++ "b/trained_models/rnn_model_lstm_tanh_\13350,40,30,10\135c.pkl" Binary files differ diff --git "a/trained_models/rnn_model_lstm_tanh_\13350,40,30,10\135c/checkpoint" "b/trained_models/rnn_model_lstm_tanh_\13350,40,30,10\135c/checkpoint" new file mode 100644 index 0000000..a61faa0 --- /dev/null +++ "b/trained_models/rnn_model_lstm_tanh_\13350,40,30,10\135c/checkpoint" @@ -0,0 +1,3 @@ +model_checkpoint_path: "rnn_basic" +all_model_checkpoint_paths: "../rnn_model_lstm_tanh_[50,40,30,10]c_checkpoint/rnn_basic" +all_model_checkpoint_paths: "rnn_basic" diff --git "a/trained_models/rnn_model_lstm_tanh_\13350,40,30,10\135c/rnn_basic.data-00000-of-00001" "b/trained_models/rnn_model_lstm_tanh_\13350,40,30,10\135c/rnn_basic.data-00000-of-00001" new file mode 100644 index 0000000..509f2a9 --- /dev/null +++ "b/trained_models/rnn_model_lstm_tanh_\13350,40,30,10\135c/rnn_basic.data-00000-of-00001" Binary files differ diff --git "a/trained_models/rnn_model_lstm_tanh_\13350,40,30,10\135c/rnn_basic.index" "b/trained_models/rnn_model_lstm_tanh_\13350,40,30,10\135c/rnn_basic.index" new file mode 100644 index 0000000..a6c3872 --- /dev/null +++ "b/trained_models/rnn_model_lstm_tanh_\13350,40,30,10\135c/rnn_basic.index" Binary files differ diff --git "a/trained_models/rnn_model_lstm_tanh_\13350,40,30,10\135c/rnn_basic.meta" "b/trained_models/rnn_model_lstm_tanh_\13350,40,30,10\135c/rnn_basic.meta" new file mode 100644 index 0000000..a8ec286 --- /dev/null +++ "b/trained_models/rnn_model_lstm_tanh_\13350,40,30,10\135c/rnn_basic.meta" Binary files differ