diff --git a/.DS_Store b/.DS_Store new file mode 100644 index 0000000..2070e21 Binary files /dev/null and b/.DS_Store differ diff --git a/DQN_Agent_2048.ipynb b/DQN_Agent_2048.ipynb index b496f13..65699d9 100644 --- a/DQN_Agent_2048.ipynb +++ b/DQN_Agent_2048.ipynb @@ -18,20 +18,20 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 7, "metadata": {}, "outputs": [], "source": [ - "import keras\n", - "from keras.models import Sequential\n", - "from keras.layers import Dense,Dropout,Flatten\n", - "from keras.optimizers import Adam\n", - "from keras import layers" + "from tensorflow import keras\n", + "from tensorflow.keras.models import Sequential\n", + "from tensorflow.keras.layers import Dense,Dropout,Flatten\n", + "from tensorflow.keras.optimizers import Adam\n", + "from tensorflow.keras import layers" ] }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 8, "metadata": {}, "outputs": [], "source": [ @@ -42,7 +42,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 9, "metadata": {}, "outputs": [], "source": [ @@ -56,7 +56,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 10, "metadata": {}, "outputs": [], "source": [ @@ -82,7 +82,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 11, "metadata": {}, "outputs": [], "source": [ @@ -184,5141 +184,160 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Model: \"sequential_3\"\n", + "Model: \"sequential\"\n", "_________________________________________________________________\n", "Layer (type) Output Shape Param # \n", "=================================================================\n", - "flatten_3 (Flatten) (None, 16) 0 \n", + "flatten (Flatten) (None, 16) 0 \n", "_________________________________________________________________\n", - "dense_9 (Dense) (None, 1024) 17408 \n", + "dense (Dense) (None, 1024) 17408 \n", "_________________________________________________________________\n", - "dense_10 (Dense) (None, 512) 524800 \n", + "dense_1 (Dense) (None, 512) 524800 \n", "_________________________________________________________________\n", - "dense_11 (Dense) (None, 256) 131328 \n", + "dense_2 (Dense) (None, 256) 131328 \n", "_________________________________________________________________\n", - "dense_12 (Dense) (None, 4) 1028 \n", + "dense_3 (Dense) (None, 4) 1028 \n", "=================================================================\n", "Total params: 674,564\n", "Trainable params: 674,564\n", "Non-trainable params: 0\n", "_________________________________________________________________\n", "None\n", - "Model: \"sequential_4\"\n", + "Model: \"sequential_1\"\n", "_________________________________________________________________\n", "Layer (type) Output Shape Param # \n", "=================================================================\n", - "flatten_4 (Flatten) (None, 16) 0 \n", + "flatten_1 (Flatten) (None, 16) 0 \n", "_________________________________________________________________\n", - "dense_13 (Dense) (None, 1024) 17408 \n", + "dense_4 (Dense) (None, 1024) 17408 \n", "_________________________________________________________________\n", - "dense_14 (Dense) (None, 512) 524800 \n", + "dense_5 (Dense) (None, 512) 524800 \n", "_________________________________________________________________\n", - "dense_15 (Dense) (None, 256) 131328 \n", + "dense_6 (Dense) (None, 256) 131328 \n", "_________________________________________________________________\n", - "dense_16 (Dense) (None, 4) 1028 \n", + "dense_7 (Dense) (None, 4) 1028 \n", "=================================================================\n", "Total params: 674,564\n", "Trainable params: 674,564\n", "Non-trainable params: 0\n", "_________________________________________________________________\n", "None\n", - "Trial number 0 Failed to complete in 500 steps\n", - "[[ 4 2 32 2]\n", - " [ 2 8 64 8]\n", - " [16 64 8 4]\n", - " [ 2 4 32 8]]\n", - "Trial number 1 Failed to complete in 500 steps\n", - "[[64 2 8 2]\n", - " [ 2 8 16 64]\n", - " [32 16 2 8]\n", - " [ 2 8 4 2]]\n", - "Trial number 2 Failed to complete in 500 steps\n", - "[[16 8 2 4]\n", - " [64 32 8 2]\n", - " [ 2 64 32 16]\n", - " [32 8 4 2]]\n", - "Trial number 3 Failed to complete in 500 steps\n", - "[[ 4 2 8 4]\n", - " [16 8 4 2]\n", - " [ 2 64 16 4]\n", - " [16 4 2 8]]\n", - "Trial number 4 Failed to complete in 500 steps\n", - "[[16 8 2 4]\n", - " [64 16 8 2]\n", - " [ 2 4 64 4]\n", - " [64 32 8 16]]\n", - "Trial number 5 Failed to complete in 500 steps\n", - "[[ 2 16 4 2]\n", - " [16 32 16 4]\n", - " [32 2 64 16]\n", - " [ 4 16 8 4]]\n", - "Trial number 6 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [16 4 2 4]\n", - " [ 2 16 4 8]\n", - " [16 2 8 2]]\n", - "Trial number 7 Failed to complete in 500 steps\n", - "[[ 4 8 4 2]\n", - " [ 32 2 8 4]\n", - " [ 64 32 16 8]\n", - " [128 64 32 4]]\n", - "Trial number 8 Failed to complete in 500 steps\n", - "[[ 2 4 16 8]\n", - " [ 8 2 8 4]\n", - " [ 64 4 16 8]\n", - " [128 2 32 16]]\n", - "Trial number 9 Failed to complete in 500 steps\n", - "[[ 16 2 4 2]\n", - " [ 2 16 2 4]\n", - " [ 32 64 16 8]\n", - " [256 2 32 2]]\n", - "Trial number 10 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [ 4 32 16 8]\n", - " [128 2 32 2]]\n", - "Trial number 11 Failed to complete in 500 steps\n", - "[[ 4 2 4 2]\n", - " [ 16 4 2 4]\n", - " [ 32 8 4 8]\n", - " [256 64 16 2]]\n", - "Trial number 12 Failed to complete in 500 steps\n", - "[[ 32 8 2 4]\n", - " [ 64 32 4 2]\n", - " [128 64 32 8]\n", - " [ 32 16 4 2]]\n", - "Trial number 13 Failed to complete in 500 steps\n", - "[[16 8 4 2]\n", - " [32 16 8 4]\n", - " [ 2 64 16 8]\n", - " [64 16 2 16]]\n", - "Trial number 14 Failed to complete in 500 steps\n", - "[[16 2 4 2]\n", - " [ 4 32 8 4]\n", - " [16 4 2 8]\n", - " [ 4 32 16 2]]\n", - "Trial number 15 Failed to complete in 500 steps\n", - "[[ 8 2 8 4]\n", - " [ 16 8 16 2]\n", - " [ 2 64 32 8]\n", - " [128 4 2 16]]\n", - "Trial number 16 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 64 16 8 4]\n", - " [ 2 64 32 16]\n", - " [256 8 4 2]]\n", - "Trial number 17 Failed to complete in 500 steps\n", - "[[ 32 8 4 2]\n", - " [ 4 32 8 4]\n", - " [ 8 64 32 8]\n", - " [128 4 8 4]]\n", - "Trial number 18 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [ 2 64 32 16]\n", - " [256 2 64 2]]\n", - "Trial number 19 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 2 16 4]\n", - " [128 8 32 16]\n", - " [ 2 32 64 32]]\n", - "Trial number 20 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [128 32 4 8]\n", - " [256 64 32 2]]\n", - "Trial number 21 Failed to complete in 500 steps\n", - "[[16 2 4 2]\n", - " [64 16 8 4]\n", - " [ 2 64 32 8]\n", - " [64 8 4 2]]\n", - "Trial number 22 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 2 4]\n", - " [ 4 32 8 2]\n", - " [128 2 32 8]]\n", - "Trial number 23 Failed to complete in 500 steps\n", - "[[ 32 8 4 2]\n", - " [ 64 32 8 4]\n", - " [ 2 64 16 8]\n", - " [256 128 64 2]]\n", - "Trial number 24 Failed to complete in 500 steps\n", - "[[ 32 8 4 2]\n", - " [ 64 32 8 4]\n", - " [ 4 64 32 16]\n", - " [128 32 4 2]]\n", - "Trial number 25 Failed to complete in 500 steps\n", - "[[ 2 4 2 4]\n", - " [ 64 2 8 2]\n", - " [ 2 32 16 4]\n", - " [128 4 32 8]]\n", - "Trial number 26 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 4 32 16 4]\n", - " [ 2 16 4 32]\n", - " [256 4 64 4]]\n", - "Trial number 27 Failed to complete in 500 steps\n", - "[[ 32 8 4 2]\n", - " [ 64 16 8 4]\n", - " [128 32 16 8]\n", - " [ 2 128 2 4]]\n", - "Trial number 28 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [128 64 2 8]\n", - " [512 2 16 2]]\n", - "Trial number 29 Failed to complete in 500 steps\n", - "[[ 32 8 4 2]\n", - " [ 64 128 8 4]\n", - " [ 4 32 16 8]\n", - " [ 64 2 32 2]]\n", - "Trial number 30 Failed to complete in 500 steps\n", - "[[ 16 4 2 4]\n", - " [ 32 16 4 8]\n", - " [128 64 8 2]\n", - " [256 8 32 8]]\n", - "Trial number 31 Failed to complete in 500 steps\n", - "[[ 16 8 2 4]\n", - " [ 4 32 8 2]\n", - " [ 32 8 2 4]\n", - " [512 2 32 2]]\n", - "Trial number 32 Failed to complete in 500 steps\n", - "[[ 8 4 2 4]\n", - " [ 32 16 4 2]\n", - " [128 64 16 8]\n", - " [512 8 2 16]]\n", - "Trial number 33 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [128 64 16 8]\n", - " [256 8 64 16]]\n", - "Trial number 34 Failed to complete in 500 steps\n", - "[[ 16 8 2 4]\n", - " [ 32 16 4 2]\n", - " [ 2 64 32 8]\n", - " [128 2 64 2]]\n", - "Trial number 35 Failed to complete in 500 steps\n", - "[[ 16 8 2 4]\n", - " [ 32 16 8 2]\n", - " [128 32 4 8]\n", - " [ 4 64 16 2]]\n", - "Trial number 36 Failed to complete in 500 steps\n", - "[[ 8 2 4 2]\n", - " [ 32 4 2 4]\n", - " [ 64 32 16 8]\n", - " [128 8 4 2]]\n", - "Trial number 37 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 64 32 8 4]\n", - " [ 8 64 16 8]\n", - " [256 128 2 16]]\n", - "Trial number 38 Failed to complete in 500 steps\n", - "[[ 32 8 4 2]\n", - " [ 64 16 2 4]\n", - " [ 2 64 8 2]\n", - " [256 128 64 4]]\n", - "Trial number 39 Failed to complete in 500 steps\n", - "[[ 2 8 2 4]\n", - " [ 4 16 8 2]\n", - " [16 2 16 8]\n", - " [64 4 2 4]]\n", - "Trial number 40 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 4 16 8]\n", - " [ 64 16 32 2]\n", - " [128 64 8 4]]\n", - "Trial number 41 Failed to complete in 500 steps\n", - "[[ 32 8 4 2]\n", - " [ 2 16 8 4]\n", - " [ 4 64 16 8]\n", - " [256 128 4 16]]\n", - "Trial number 42 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [128 64 2 16]\n", - " [ 8 2 32 2]]\n", - "Trial number 43 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 4 16 32 4]\n", - " [ 32 2 4 8]\n", - " [256 64 8 2]]\n", - "Trial number 44 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [128 4 2 8]\n", - " [ 16 8 4 16]]\n", - "Trial number 45 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [128 64 16 8]\n", - " [256 16 8 2]]\n", - "Trial number 46 Failed to complete in 500 steps\n", - "[[16 4 2 4]\n", - " [32 2 16 2]\n", - " [64 4 32 4]\n", - " [ 2 32 8 2]]\n", - "Trial number 47 Failed to complete in 500 steps\n", - "[[ 16 8 2 4]\n", - " [ 64 32 8 16]\n", - " [128 2 32 4]\n", - " [256 8 64 2]]\n", - "Trial number 48 Failed to complete in 500 steps\n", - "[[ 16 8 2 4]\n", - " [ 64 16 8 2]\n", - " [ 2 64 32 8]\n", - " [128 16 4 2]]\n", - "Trial number 49 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 4 16 8 4]\n", - " [ 2 64 16 8]\n", - " [128 2 32 2]]\n", - "Trial number 50 Failed to complete in 500 steps\n", - "[[ 8 2 4 2]\n", - " [ 32 8 2 4]\n", - " [ 64 32 4 8]\n", - " [128 4 16 2]]\n" + "WARNING:tensorflow:AutoGraph could not transform .predict_function at 0x17ec41550> and will run it as-is.\n", + "Please report this to the TensorFlow team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output.\n", + "Cause: unsupported operand type(s) for -: 'NoneType' and 'int'\n", + "To silence this warning, decorate the function with @tf.autograph.experimental.do_not_convert\n" ] }, { - "name": "stdout", + "name": "stderr", "output_type": "stream", "text": [ - "Trial number 51 Failed to complete in 500 steps\n", - "[[ 8 2 4 2]\n", - " [ 32 16 8 4]\n", - " [ 64 32 16 8]\n", - " [128 2 8 2]]\n", - "Trial number 52 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [128 32 16 8]\n", - " [256 8 32 16]]\n", - "Trial number 53 Failed to complete in 500 steps\n", - "[[ 8 2 4 2]\n", - " [ 16 8 2 4]\n", - " [ 32 16 8 16]\n", - " [128 2 32 2]]\n", - "Trial number 54 Failed to complete in 500 steps\n", - "[[ 32 16 4 2]\n", - " [ 64 32 8 4]\n", - " [ 4 64 32 8]\n", - " [128 2 64 16]]\n", - "Trial number 55 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 64 32 8 4]\n", - " [128 64 32 16]\n", - " [256 128 4 2]]\n", - "Trial number 56 Failed to complete in 500 steps\n", - "[[ 4 2 8 2]\n", - " [ 16 4 2 4]\n", - " [ 32 16 4 8]\n", - " [128 32 16 4]]\n", - "Trial number 57 Failed to complete in 500 steps\n", - "[[ 32 8 4 2]\n", - " [ 64 32 8 4]\n", - " [256 64 16 8]\n", - " [ 32 2 32 16]]\n", - "Trial number 58 Failed to complete in 500 steps\n", - "[[16 8 4 2]\n", - " [32 16 8 4]\n", - " [64 32 16 8]\n", - " [ 2 4 64 2]]\n", - "Trial number 59 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 64 16 8 4]\n", - " [128 64 4 8]\n", - " [ 4 2 64 2]]\n", - "Trial number 60 Failed to complete in 500 steps\n", - "[[ 32 8 4 2]\n", - " [ 2 32 8 4]\n", - " [128 4 32 8]\n", - " [256 16 4 16]]\n", - "Trial number 61 Failed to complete in 500 steps\n", - "[[ 64 8 4 2]\n", - " [128 32 8 4]\n", - " [ 32 4 2 8]\n", - " [ 2 128 16 2]]\n", - "Trial number 62 Failed to complete in 500 steps\n", - "[[ 8 2 4 2]\n", - " [ 16 4 16 4]\n", - " [ 2 16 32 16]\n", - " [256 4 8 2]]\n", - "Trial number 63 Failed to complete in 500 steps\n", - "[[ 32 16 4 2]\n", - " [ 64 128 8 4]\n", - " [ 2 32 64 8]\n", - " [256 4 32 2]]\n", - "Trial number 64 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 2 16 8 4]\n", - " [ 8 64 16 2]\n", - " [128 32 2 4]]\n", - "Trial number 65 Failed to complete in 500 steps\n", - "[[ 32 8 2 4]\n", - " [ 64 16 8 2]\n", - " [128 64 32 4]\n", - " [ 32 128 8 2]]\n", - "Trial number 66 Failed to complete in 500 steps\n", - "[[16 8 2 4]\n", - " [64 32 16 8]\n", - " [ 2 16 4 2]\n", - " [16 2 64 4]]\n", - "Trial number 67 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 4 64 8 4]\n", - " [ 8 128 16 2]\n", - " [128 32 8 4]]\n", - "Trial number 68 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [128 32 16 8]\n", - " [ 4 64 32 2]]\n", - "Trial number 69 Failed to complete in 500 steps\n", - "[[ 2 16 2 4]\n", - " [ 16 64 4 2]\n", - " [128 16 8 32]\n", - " [ 2 32 16 2]]\n", - "Trial number 70 Failed to complete in 500 steps\n", - "[[ 32 16 4 2]\n", - " [ 64 32 8 16]\n", - " [ 2 64 16 2]\n", - " [128 16 32 4]]\n", - "Trial number 71 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [ 64 32 16 2]\n", - " [128 64 4 8]]\n", - "Trial number 72 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 32 2 8 4]\n", - " [128 64 16 8]\n", - " [ 64 16 4 2]]\n", - "Trial number 73 Failed to complete in 500 steps\n", - "[[ 32 2 8 2]\n", - " [ 64 4 2 8]\n", - " [128 64 8 16]\n", - " [ 8 128 32 2]]\n", - "Trial number 74 Failed to complete in 500 steps\n", - "[[ 4 8 2 16]\n", - " [ 8 16 32 8]\n", - " [128 64 2 16]\n", - " [ 4 256 8 2]]\n", - "Trial number 75 Failed to complete in 500 steps\n", - "[[ 8 2 4 2]\n", - " [ 32 4 2 4]\n", - " [ 64 2 16 8]\n", - " [128 4 2 16]]\n", - "Trial number 76 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 64 32 8 4]\n", - " [ 2 128 32 8]\n", - " [ 32 16 4 2]]\n", - "Trial number 77 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 8 2 8 4]\n", - " [ 64 4 16 8]\n", - " [128 32 4 32]]\n", - "Trial number 78 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 64 32 8 4]\n", - " [ 2 128 16 8]\n", - " [ 64 8 2 4]]\n", - "Trial number 79 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [128 32 16 8]\n", - " [ 16 4 64 2]]\n", - "Trial number 80 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 4 16 8 4]\n", - " [128 8 16 8]\n", - " [256 4 2 16]]\n", - "Trial number 81 Failed to complete in 500 steps\n", - "[[ 16 8 2 4]\n", - " [ 32 16 8 2]\n", - " [ 64 2 32 8]\n", - " [128 64 4 2]]\n", - "Trial number 82 Failed to complete in 500 steps\n", - "[[32 8 4 2]\n", - " [ 2 32 8 4]\n", - " [ 4 64 16 8]\n", - " [64 4 32 16]]\n", - "Trial number 83 Failed to complete in 500 steps\n", - "[[ 4 8 4 2]\n", - " [ 64 4 2 8]\n", - " [128 32 4 16]\n", - " [256 128 8 4]]\n", - "Trial number 84 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 64 32 8 4]\n", - " [128 64 16 8]\n", - " [ 64 2 32 2]]\n", - "Trial number 85 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 4 2 8 4]\n", - " [ 64 16 32 16]\n", - " [128 64 16 2]]\n", - "Trial number 86 Failed to complete in 500 steps\n", - "[[16 2 4 2]\n", - " [32 16 2 4]\n", - " [ 2 64 16 8]\n", - " [64 8 4 2]]\n", - "Trial number 87 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 2 32 8 4]\n", - " [ 32 64 32 8]\n", - " [256 4 64 4]]\n", - "Trial number 88 Failed to complete in 500 steps\n", - "[[ 32 8 2 4]\n", - " [ 64 16 8 2]\n", - " [128 64 16 8]\n", - " [ 4 256 2 16]]\n", - "Trial number 89 Failed to complete in 500 steps\n", - "[[ 32 8 4 2]\n", - " [ 64 32 8 4]\n", - " [128 8 32 8]\n", - " [512 128 16 4]]\n", - "Trial number 90 Failed to complete in 500 steps\n", - "[[ 16 4 2 8]\n", - " [ 2 16 4 2]\n", - " [ 32 64 32 8]\n", - " [128 2 64 2]]\n", - "Trial number 91 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [ 64 32 16 8]\n", - " [128 4 64 2]]\n", - "Trial number 92 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 4 32 8 4]\n", - " [32 4 16 8]\n", - " [ 4 2 32 2]]\n", - "Trial number 93 Failed to complete in 500 steps\n", - "[[ 8 4 2 4]\n", - " [16 8 4 8]\n", - " [64 32 8 2]\n", - " [ 2 64 16 4]]\n", - "Trial number 94 Failed to complete in 500 steps\n", - "[[ 8 2 4 2]\n", - " [ 32 8 2 4]\n", - " [128 32 16 8]\n", - " [256 2 64 4]]\n", - "Trial number 95 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [128 4 32 8]\n", - " [256 16 64 4]]\n", - "Trial number 96 Failed to complete in 500 steps\n", - "[[16 8 4 2]\n", - " [32 16 8 4]\n", - " [ 2 32 2 16]\n", - " [ 4 64 32 2]]\n", - "Trial number 97 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 8 2 8 4]\n", - " [32 8 4 2]\n", - " [64 32 16 4]]\n", - "Trial number 98 Failed to complete in 500 steps\n", - "[[16 8 4 2]\n", - " [ 4 2 8 4]\n", - " [32 16 2 16]\n", - " [64 2 4 2]]\n", - "Trial number 99 Failed to complete in 500 steps\n", - "[[ 8 2 4 2]\n", - " [ 32 4 2 4]\n", - " [ 64 16 8 2]\n", - " [128 2 32 8]]\n", - "Trial number 100 Failed to complete in 500 steps\n", - "[[32 2 4 2]\n", - " [ 2 32 8 4]\n", - " [ 4 2 16 8]\n", - " [ 2 4 32 2]]\n", - "Trial number 101 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [128 32 16 4]\n", - " [ 2 128 32 8]\n", - " [256 4 2 16]]\n", - "Trial number 102 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 64 32 2 4]\n", - " [ 4 64 8 16]\n", - " [256 2 16 8]]\n", - "Trial number 103 Failed to complete in 500 steps\n", - "[[ 2 16 8 4]\n", - " [ 4 32 16 2]\n", - " [ 2 128 8 16]\n", - " [ 32 16 32 2]]\n", - "Trial number 104 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 16 2 8 4]\n", - " [ 32 16 2 8]\n", - " [128 64 16 4]]\n", - "Trial number 105 Failed to complete in 500 steps\n", - "[[ 8 2 8 2]\n", - " [ 16 8 2 8]\n", - " [ 64 32 8 16]\n", - " [256 64 32 4]]\n", - "Trial number 106 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [128 8 2 16]\n", - " [ 2 128 64 2]]\n", - "Trial number 107 Failed to complete in 500 steps\n", - "[[ 16 4 2 4]\n", - " [ 32 16 8 2]\n", - " [128 32 16 8]\n", - " [256 128 32 16]]\n", - "Trial number 108 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [128 32 16 8]\n", - " [256 2 4 2]]\n", - "Trial number 109 Failed to complete in 500 steps\n", - "[[ 32 2 4 2]\n", - " [ 64 16 2 4]\n", - " [128 64 8 2]\n", - " [ 8 2 32 4]]\n", - "Trial number 110 Failed to complete in 500 steps\n", - "[[ 32 16 4 2]\n", - " [ 64 32 8 4]\n", - " [ 2 64 16 8]\n", - " [ 8 256 64 2]]\n", - "Trial number 111 Failed to complete in 500 steps\n", - "[[ 4 16 4 2]\n", - " [128 64 8 4]\n", - " [ 4 8 16 8]\n", - " [ 16 2 32 2]]\n", - "Trial number 112 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [ 64 8 4 2]\n", - " [256 32 16 4]]\n", - "Trial number 113 Failed to complete in 500 steps\n", - "[[ 4 2 4 2]\n", - " [ 32 16 2 4]\n", - " [ 64 32 4 2]\n", - " [128 4 8 4]]\n", - "Trial number 114 Failed to complete in 500 steps\n", - "[[ 8 2 4 2]\n", - " [16 4 2 4]\n", - " [32 16 8 2]\n", - " [64 32 4 16]]\n", - "Trial number 115 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 2 16 8 4]\n", - " [ 8 32 16 8]\n", - " [256 16 64 16]]\n", - "Trial number 116 Failed to complete in 500 steps\n", - "[[ 32 8 4 2]\n", - " [ 64 16 8 4]\n", - " [128 32 64 8]\n", - " [ 16 128 2 4]]\n", - "Trial number 117 Failed to complete in 500 steps\n", - "[[ 32 16 2 4]\n", - " [ 64 32 16 8]\n", - " [ 2 64 32 16]\n", - " [128 8 64 2]]\n" + "2021-10-03 14:51:59.293743: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2)\n", + "2021-10-03 14:51:59.294251: W tensorflow/core/platform/profile_utils/cpu_utils.cc:126] Failed to get CPU frequency: 0 Hz\n", + "WARNING:tensorflow:AutoGraph could not transform .predict_function at 0x17ec41550> and will run it as-is.\n", + "Please report this to the TensorFlow team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output.\n", + "Cause: unsupported operand type(s) for -: 'NoneType' and 'int'\n", + "To silence this warning, decorate the function with @tf.autograph.experimental.do_not_convert\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "Trial number 118 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 4 64 8 4]\n", - " [128 32 16 8]\n", - " [ 2 256 8 16]]\n", - "Trial number 119 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 2 32 8 4]\n", - " [ 32 64 16 8]\n", - " [ 4 128 8 2]]\n", - "Trial number 120 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 64 32 8 4]\n", - " [ 4 64 32 8]\n", - " [ 2 256 64 2]]\n", - "Trial number 121 Failed to complete in 500 steps\n", - "[[ 8 4 2 4]\n", - " [32 8 4 2]\n", - " [64 32 16 4]\n", - " [ 8 4 32 2]]\n", - "Trial number 122 Failed to complete in 500 steps\n", - "[[ 16 4 2 4]\n", - " [ 32 8 4 2]\n", - " [ 64 16 8 4]\n", - " [256 128 16 2]]\n", - "Trial number 123 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 64 16 8 4]\n", - " [128 64 32 8]\n", - " [256 128 4 2]]\n", - "Trial number 124 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [128 64 2 8]\n", - " [ 16 8 4 2]]\n", - "Trial number 125 Failed to complete in 500 steps\n", - "[[ 4 2 16 4]\n", - " [32 16 4 2]\n", - " [ 2 32 8 4]\n", - " [32 8 4 2]]\n", - "Trial number 126 Failed to complete in 500 steps\n", - "[[ 2 4 2 4]\n", - " [64 16 8 2]\n", - " [ 2 32 16 4]\n", - " [32 2 32 8]]\n", - "Trial number 127 Failed to complete in 500 steps\n", - "[[ 32 16 8 2]\n", - " [ 2 64 16 4]\n", - " [ 8 2 32 8]\n", - " [256 128 16 2]]\n", - "Trial number 128 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 64 16 8 4]\n", - " [256 64 32 8]\n", - " [ 2 128 8 2]]\n", - "Trial number 129 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 64 16 8 4]\n", - " [128 4 2 8]\n", - " [256 64 16 2]]\n", - "Trial number 130 Failed to complete in 500 steps\n", - "[[ 8 4 2 4]\n", - " [ 32 8 4 8]\n", - " [128 2 64 16]\n", - " [256 128 4 2]]\n", - "Trial number 131 Failed to complete in 500 steps\n", - "[[32 4 8 4]\n", - " [64 16 2 8]\n", - " [ 2 64 32 16]\n", - " [16 2 4 2]]\n", - "Trial number 132 Failed to complete in 500 steps\n", - "[[ 8 2 4 2]\n", - " [ 16 8 16 4]\n", - " [ 64 32 64 8]\n", - " [128 4 8 2]]\n", - "Trial number 133 Failed to complete in 500 steps\n", - "[[ 16 8 2 4]\n", - " [ 32 16 8 16]\n", - " [ 64 32 2 4]\n", - " [256 64 32 2]]\n", - "Trial number 134 Failed to complete in 500 steps\n", - "[[ 16 4 2 4]\n", - " [128 8 4 2]\n", - " [256 16 8 4]\n", - " [ 2 64 32 2]]\n", - "Trial number 135 Failed to complete in 500 steps\n", - "[[16 8 2 4]\n", - " [64 16 8 2]\n", - " [ 4 32 16 8]\n", - " [ 8 4 32 2]]\n", - "Trial number 136 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [ 2 32 16 8]\n", - " [128 64 32 4]]\n", - "Trial number 137 Failed to complete in 500 steps\n", - "[[32 8 4 2]\n", - " [ 4 2 16 4]\n", - " [16 8 4 16]\n", - " [32 2 64 4]]\n", - "Trial number 138 Failed to complete in 500 steps\n", - "[[ 32 2 4 2]\n", - " [ 64 8 32 4]\n", - " [128 32 4 2]\n", - " [ 16 8 2 4]]\n", - "Trial number 139 Failed to complete in 500 steps\n", - "[[ 32 8 4 2]\n", - " [128 32 8 4]\n", - " [ 4 128 32 8]\n", - " [256 64 16 2]]\n", - "Trial number 140 Failed to complete in 500 steps\n", - "[[ 16 8 2 4]\n", - " [ 32 16 8 2]\n", - " [128 32 2 16]\n", - " [256 8 16 2]]\n", - "Trial number 141 Failed to complete in 500 steps\n", - "[[ 16 4 2 8]\n", - " [ 64 16 4 2]\n", - " [128 32 16 8]\n", - " [256 64 32 2]]\n", - "Trial number 142 Failed to complete in 500 steps\n", - "[[ 8 4 2 4]\n", - " [ 4 16 8 2]\n", - " [128 2 16 8]\n", - " [ 16 8 4 2]]\n", - "Trial number 143 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 64 16 8 4]\n", - " [ 2 32 16 2]\n", - " [256 8 32 8]]\n", - "Trial number 144 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [128 64 32 8]\n", - " [512 128 4 16]]\n", - "Trial number 145 Failed to complete in 500 steps\n", - "[[16 8 4 2]\n", - " [32 16 8 4]\n", - " [64 32 16 8]\n", - " [ 2 64 32 4]]\n", - "Trial number 146 Failed to complete in 500 steps\n", - "[[ 16 2 4 2]\n", - " [ 32 8 2 4]\n", - " [ 4 16 8 16]\n", - " [256 128 2 4]]\n", - "Trial number 147 Failed to complete in 500 steps\n", - "[[32 8 4 2]\n", - " [64 32 8 4]\n", - " [ 2 64 16 2]\n", - " [32 4 64 8]]\n", - "Trial number 148 Failed to complete in 500 steps\n", - "[[32 8 4 2]\n", - " [64 32 8 4]\n", - " [ 4 64 32 16]\n", - " [32 8 4 2]]\n", - "Trial number 149 Failed to complete in 500 steps\n", - "[[16 2 4 2]\n", - " [32 8 2 4]\n", - " [64 32 4 8]\n", - " [ 4 64 16 4]]\n", - "Trial number 150 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 64 32 8 4]\n", - " [128 64 16 8]\n", - " [512 128 32 2]]\n", - "Trial number 151 Failed to complete in 500 steps\n", - "[[ 2 8 16 2]\n", - " [ 16 128 8 4]\n", - " [ 4 2 4 2]\n", - " [ 64 4 2 4]]\n", - "Trial number 152 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [ 64 32 16 8]\n", - " [ 8 128 32 4]]\n", - "Trial number 153 Failed to complete in 500 steps\n", - "[[ 8 2 4 2]\n", - " [16 4 2 8]\n", - " [64 16 8 2]\n", - " [ 4 64 2 16]]\n", - "Trial number 154 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 4 32 16 4]\n", - " [ 64 2 32 2]\n", - " [128 8 16 8]]\n", - "Trial number 155 Failed to complete in 500 steps\n", - "[[ 32 2 4 2]\n", - " [ 64 16 8 4]\n", - " [ 2 64 2 16]\n", - " [128 32 8 2]]\n", - "Trial number 156 Failed to complete in 500 steps\n", - "[[ 8 4 2 4]\n", - " [ 64 8 16 2]\n", - " [128 64 8 4]\n", - " [ 16 2 4 2]]\n", - "Trial number 157 Failed to complete in 500 steps\n", - "[[ 8 2 8 2]\n", - " [ 32 8 2 4]\n", - " [ 64 16 4 8]\n", - " [128 2 16 4]]\n", - "Trial number 158 Failed to complete in 500 steps\n", - "[[ 16 4 8 2]\n", - " [ 32 2 4 8]\n", - " [128 32 16 4]\n", - " [256 128 4 2]]\n", - "Trial number 159 Failed to complete in 500 steps\n", - "[[ 2 16 8 4]\n", - " [ 32 8 4 2]\n", - " [128 64 16 8]\n", - " [ 64 4 2 16]]\n", - "Trial number 160 Failed to complete in 500 steps\n", - "[[ 16 8 2 4]\n", - " [ 64 16 8 2]\n", - " [ 2 32 16 8]\n", - " [256 128 32 2]]\n", - "Trial number 161 Failed to complete in 500 steps\n", - "[[16 2 4 2]\n", - " [32 16 2 4]\n", - " [64 32 8 2]\n", - " [ 8 4 32 4]]\n", - "Trial number 162 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 8 32 8 4]\n", - " [ 2 8 2 8]\n", - " [256 2 16 2]]\n", - "Trial number 163 Failed to complete in 500 steps\n", - "[[ 4 2 4 2]\n", - " [ 64 8 16 4]\n", - " [ 2 128 4 2]\n", - " [128 32 2 32]]\n", - "Trial number 164 Failed to complete in 500 steps\n", - "[[ 16 8 2 4]\n", - " [ 32 16 4 2]\n", - " [128 32 16 4]\n", - " [ 32 8 64 8]]\n", - "Trial number 165 Failed to complete in 500 steps\n", - "[[ 16 8 2 4]\n", - " [ 32 16 8 2]\n", - " [ 64 32 16 8]\n", - " [256 64 8 2]]\n", - "Trial number 166 Failed to complete in 500 steps\n", - "[[ 8 4 2 4]\n", - " [ 16 8 4 2]\n", - " [ 64 32 2 4]\n", - " [128 64 16 2]]\n", - "Trial number 167 Failed to complete in 500 steps\n", - "[[ 4 2 8 4]\n", - " [ 32 8 4 2]\n", - " [ 64 16 8 4]\n", - " [128 64 16 2]]\n", - "Trial number 168 Failed to complete in 500 steps\n", - "[[ 4 8 2 4]\n", - " [ 64 16 4 8]\n", - " [ 2 32 64 2]\n", - " [128 4 16 4]]\n", - "Trial number 169 Failed to complete in 500 steps\n", - "[[ 4 8 4 2]\n", - " [ 64 32 8 4]\n", - " [128 64 32 8]\n", - " [ 8 256 4 2]]\n", - "Trial number 170 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [128 2 16 8]\n", - " [256 32 8 2]]\n", - "Trial number 171 Failed to complete in 500 steps\n", - "[[16 8 4 2]\n", - " [ 8 2 16 4]\n", - " [32 16 2 16]\n", - " [ 4 2 4 2]]\n", - "Trial number 172 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 64 16 8 4]\n", - " [ 4 64 16 2]\n", - " [256 128 4 8]]\n", - "Trial number 173 Failed to complete in 500 steps\n", - "[[ 32 8 2 4]\n", - " [ 64 32 8 16]\n", - " [256 64 32 2]\n", - " [ 8 16 8 4]]\n", - "Trial number 174 Failed to complete in 500 steps\n", - "[[ 2 16 8 4]\n", - " [ 32 2 4 2]\n", - " [ 64 32 16 8]\n", - " [128 2 32 16]]\n", - "Trial number 175 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 16]\n", - " [ 2 4 32 4]\n", - " [128 16 8 2]]\n", - "Trial number 176 Failed to complete in 500 steps\n", - "[[16 8 4 2]\n", - " [32 16 8 4]\n", - " [64 32 16 8]\n", - " [ 2 64 32 2]]\n", - "Trial number 177 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [ 64 32 16 8]\n", - " [128 64 4 2]]\n", - "Trial number 178 Failed to complete in 500 steps\n", - "[[ 4 2 4 2]\n", - " [ 32 16 32 4]\n", - " [ 64 8 16 8]\n", - " [128 32 4 2]]\n", - "Trial number 179 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 4 16 8 4]\n", - " [ 32 2 32 2]\n", - " [128 4 2 4]]\n", - "Trial number 180 Failed to complete in 500 steps\n", - "[[ 8 2 8 2]\n", - " [ 2 16 2 4]\n", - " [ 4 32 16 8]\n", - " [256 64 8 4]]\n", - "Trial number 181 Failed to complete in 500 steps\n", - "[[ 8 2 8 4]\n", - " [ 32 16 4 2]\n", - " [ 64 2 32 4]\n", - " [128 64 4 8]]\n", - "Trial number 182 Failed to complete in 500 steps\n", - "[[ 32 8 4 2]\n", - " [ 2 32 2 4]\n", - " [128 64 32 16]\n", - " [512 128 4 2]]\n", - "Trial number 183 Failed to complete in 500 steps\n", - "[[ 4 2 4 2]\n", - " [ 32 4 2 4]\n", - " [128 16 8 2]\n", - " [256 32 16 4]]\n", - "Trial number 184 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [32 16 32 4]\n", - " [64 2 8 2]\n", - " [16 4 2 16]]\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Trial number 185 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [128 32 16 8]\n", - " [256 2 32 2]]\n", - "Trial number 186 Failed to complete in 500 steps\n", - "[[16 8 4 2]\n", - " [ 4 16 2 4]\n", - " [ 8 2 16 8]\n", - " [64 16 32 4]]\n", - "Trial number 187 Failed to complete in 500 steps\n", - "[[ 16 8 2 4]\n", - " [ 32 16 8 2]\n", - " [128 32 4 8]\n", - " [ 4 64 16 2]]\n", - "Trial number 188 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 64 16 8 4]\n", - " [512 64 16 8]\n", - " [ 16 2 4 2]]\n", - "Trial number 189 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 2 16 4]\n", - " [256 16 64 2]\n", - " [ 2 64 32 4]]\n", - "Trial number 190 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [ 64 32 16 8]\n", - " [256 16 32 16]]\n", - "Trial number 191 Failed to complete in 500 steps\n", - "[[16 2 4 2]\n", - " [32 8 2 4]\n", - " [64 32 8 16]\n", - " [ 2 64 32 4]]\n", - "Trial number 192 Failed to complete in 500 steps\n", - "[[ 16 8 2 4]\n", - " [ 2 64 4 2]\n", - " [ 64 2 8 4]\n", - " [256 64 16 2]]\n", - "Trial number 193 Failed to complete in 500 steps\n", - "[[ 32 8 4 2]\n", - " [ 64 2 8 4]\n", - " [ 8 64 16 8]\n", - " [128 4 32 16]]\n", - "Trial number 194 Failed to complete in 500 steps\n", - "[[ 16 2 4 2]\n", - " [ 64 16 8 4]\n", - " [128 32 16 8]\n", - " [256 64 32 4]]\n", - "Trial number 195 Failed to complete in 500 steps\n", - "[[ 16 8 2 4]\n", - " [ 32 4 8 2]\n", - " [ 64 2 4 8]\n", - " [128 32 64 2]]\n", - "Trial number 196 Failed to complete in 500 steps\n", - "[[ 4 2 4 2]\n", - " [ 16 8 2 4]\n", - " [128 16 8 16]\n", - " [ 8 256 32 2]]\n", - "Trial number 197 Failed to complete in 500 steps\n", - "[[ 32 8 4 2]\n", - " [ 64 16 8 4]\n", - " [128 32 16 8]\n", - " [ 4 64 32 2]]\n", - "Trial number 198 Failed to complete in 500 steps\n", - "[[16 8 4 2]\n", - " [64 16 2 4]\n", - " [ 8 32 16 2]\n", - " [32 2 32 4]]\n", - "Trial number 199 Failed to complete in 500 steps\n", - "[[16 8 4 2]\n", - " [32 16 8 4]\n", - " [ 2 64 32 2]\n", - " [64 32 2 4]]\n", - "Trial number 200 Failed to complete in 500 steps\n", - "[[ 2 4 2 4]\n", - " [ 64 8 4 2]\n", - " [ 2 128 16 8]\n", - " [256 32 8 2]]\n", - "Trial number 201 Failed to complete in 500 steps\n", - "[[ 2 16 4 2]\n", - " [32 2 16 4]\n", - " [64 8 4 8]\n", - " [16 2 16 4]]\n", - "Trial number 202 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 4 16 2 4]\n", - " [ 16 2 16 8]\n", - " [128 64 32 16]]\n", - "Trial number 203 Failed to complete in 500 steps\n", - "[[ 16 8 2 4]\n", - " [ 64 32 16 2]\n", - " [128 64 32 16]\n", - " [256 128 8 4]]\n", - "Trial number 204 Failed to complete in 500 steps\n", - "[[ 32 8 4 2]\n", - " [ 64 16 8 4]\n", - " [128 32 16 8]\n", - " [256 128 4 2]]\n", - "Trial number 205 Failed to complete in 500 steps\n", - "[[16 2 4 2]\n", - " [ 2 32 16 4]\n", - " [ 4 2 32 16]\n", - " [64 16 4 2]]\n", - "Trial number 206 Failed to complete in 500 steps\n", - "[[ 32 16 4 2]\n", - " [ 16 8 2 4]\n", - " [128 64 16 8]\n", - " [ 32 4 64 16]]\n", - "Trial number 207 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 64 32 2 4]\n", - " [128 64 4 2]\n", - " [ 32 4 64 8]]\n", - "Trial number 208 Failed to complete in 500 steps\n", - "[[ 2 32 2 4]\n", - " [ 64 16 4 2]\n", - " [ 2 32 16 4]\n", - " [256 64 32 8]]\n", - "Trial number 209 Failed to complete in 500 steps\n", - "[[16 8 4 2]\n", - " [32 16 8 4]\n", - " [64 32 16 8]\n", - " [ 2 64 2 16]]\n", - "Trial number 210 Failed to complete in 500 steps\n", - "[[ 2 16 4 2]\n", - " [ 4 32 8 4]\n", - " [ 2 64 32 8]\n", - " [64 16 2 4]]\n", - "Trial number 211 Failed to complete in 500 steps\n", - "[[ 8 2 4 2]\n", - " [16 4 2 4]\n", - " [ 2 16 8 2]\n", - " [64 32 16 8]]\n", - "Trial number 212 Failed to complete in 500 steps\n", - "[[ 16 2 8 2]\n", - " [ 2 32 16 4]\n", - " [256 64 2 8]\n", - " [ 2 8 4 2]]\n", - "Trial number 213 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 4 2 8 4]\n", - " [ 32 16 32 8]\n", - " [128 8 4 16]]\n", - "Trial number 214 Failed to complete in 500 steps\n", - "[[ 4 16 2 4]\n", - " [64 32 16 8]\n", - " [ 4 2 32 16]\n", - " [ 2 8 4 2]]\n", - "Trial number 215 Failed to complete in 500 steps\n", - "[[16 8 4 2]\n", - " [32 16 2 4]\n", - " [ 8 32 8 2]\n", - " [ 2 64 32 4]]\n", - "Trial number 216 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 2 8 4]\n", - " [ 64 8 2 16]\n", - " [256 128 16 2]]\n", - "Trial number 217 Failed to complete in 500 steps\n", - "[[ 8 4 2 4]\n", - " [ 64 16 4 2]\n", - " [128 2 8 4]\n", - " [256 64 32 2]]\n", - "Trial number 218 Failed to complete in 500 steps\n", - "[[ 2 16 2 4]\n", - " [ 32 8 16 2]\n", - " [ 64 4 32 8]\n", - " [256 64 4 2]]\n", - "Trial number 219 Failed to complete in 500 steps\n", - "[[ 16 8 2 4]\n", - " [ 32 16 4 2]\n", - " [ 4 2 16 8]\n", - " [128 64 4 2]]\n", - "Trial number 220 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [128 32 16 8]\n", - " [ 32 16 4 2]]\n", - "Trial number 221 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 2 16 8 4]\n", - " [128 64 16 8]\n", - " [256 128 4 16]]\n", - "Trial number 222 Failed to complete in 500 steps\n", - "[[ 16 8 2 4]\n", - " [ 32 16 8 2]\n", - " [ 2 32 4 16]\n", - " [256 128 32 2]]\n", - "Trial number 223 Failed to complete in 500 steps\n", - "[[ 32 16 2 4]\n", - " [ 64 32 8 2]\n", - " [ 8 64 32 4]\n", - " [256 16 8 2]]\n", - "Trial number 224 Failed to complete in 500 steps\n", - "[[ 16 4 2 4]\n", - " [ 32 16 4 2]\n", - " [ 64 32 16 4]\n", - " [ 16 128 2 8]]\n", - "Trial number 225 Failed to complete in 500 steps\n", - "[[ 32 16 4 2]\n", - " [ 64 32 16 4]\n", - " [ 2 64 32 16]\n", - " [128 2 64 2]]\n", - "Trial number 226 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 4 32 8 4]\n", - " [128 2 16 8]\n", - " [512 64 32 2]]\n", - "Trial number 227 Failed to complete in 500 steps\n", - "[[ 8 2 8 2]\n", - " [ 32 4 32 4]\n", - " [ 64 2 4 8]\n", - " [128 64 2 4]]\n", - "Trial number 228 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [ 64 32 16 8]\n", - " [128 8 2 16]]\n", - "Trial number 229 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 64 16 8 4]\n", - " [128 32 16 2]\n", - " [ 2 128 32 8]]\n", - "Trial number 230 Failed to complete in 500 steps\n", - "[[ 8 4 2 4]\n", - " [32 16 8 2]\n", - " [ 2 32 16 4]\n", - " [64 8 4 2]]\n", - "Trial number 231 Failed to complete in 500 steps\n", - "[[ 2 16 8 4]\n", - " [ 4 32 4 8]\n", - " [32 64 8 16]\n", - " [ 4 32 16 2]]\n", - "Trial number 232 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 2 4]\n", - " [ 64 32 16 2]\n", - " [256 2 32 8]]\n", - "Trial number 233 Failed to complete in 500 steps\n", - "[[ 8 4 2 4]\n", - " [ 16 8 4 2]\n", - " [ 32 4 16 8]\n", - " [128 64 8 2]]\n", - "Trial number 234 Failed to complete in 500 steps\n", - "[[16 8 2 4]\n", - " [32 16 8 2]\n", - " [ 2 64 16 4]\n", - " [16 4 64 2]]\n", - "Trial number 235 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [ 64 32 16 8]\n", - " [ 8 128 4 32]]\n", - "Trial number 236 Failed to complete in 500 steps\n", - "[[ 4 2 4 2]\n", - " [ 8 4 2 8]\n", - " [64 8 4 16]\n", - " [ 4 16 8 4]]\n", - "Trial number 237 Failed to complete in 500 steps\n", - "[[ 8 4 2 4]\n", - " [ 16 8 32 2]\n", - " [ 64 4 16 8]\n", - " [256 16 4 2]]\n", - "Trial number 238 Failed to complete in 500 steps\n", - "[[ 16 8 2 4]\n", - " [ 32 16 8 2]\n", - " [128 2 32 16]\n", - " [256 128 8 4]]\n", - "Trial number 239 Failed to complete in 500 steps\n", - "[[ 8 4 2 4]\n", - " [64 16 4 8]\n", - " [ 2 64 8 4]\n", - " [64 2 64 2]]\n", - "Trial number 240 Failed to complete in 500 steps\n", - "[[ 2 4 2 4]\n", - " [ 64 8 4 2]\n", - " [256 32 16 8]\n", - " [ 2 64 8 2]]\n", - "Trial number 241 Failed to complete in 500 steps\n", - "[[ 16 8 2 4]\n", - " [ 64 16 4 2]\n", - " [128 64 16 4]\n", - " [256 128 32 8]]\n", - "Trial number 242 Failed to complete in 500 steps\n", - "[[ 32 8 4 2]\n", - " [ 64 4 2 4]\n", - " [ 2 64 8 2]\n", - " [ 4 128 32 8]]\n", - "Trial number 243 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 2 8 4]\n", - " [128 32 16 8]\n", - " [256 64 2 16]]\n", - "Trial number 244 Failed to complete in 500 steps\n", - "[[ 16 4 2 4]\n", - " [ 32 16 4 2]\n", - " [ 64 32 16 4]\n", - " [256 64 2 8]]\n", - "Trial number 245 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 2 8 4]\n", - " [128 4 32 2]\n", - " [ 8 128 64 4]]\n", - "Trial number 246 Failed to complete in 500 steps\n", - "[[ 16 8 2 4]\n", - " [ 64 4 8 2]\n", - " [ 4 2 32 4]\n", - " [128 4 64 2]]\n", - "Trial number 247 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 8 2 8 4]\n", - " [16 4 32 8]\n", - " [64 32 2 16]]\n", - "Trial number 248 Failed to complete in 500 steps\n", - "[[ 4 2 16 2]\n", - " [ 2 64 8 4]\n", - " [ 4 128 16 8]\n", - " [ 8 4 2 32]]\n", - "Trial number 249 Failed to complete in 500 steps\n", - "[[ 2 4 2 4]\n", - " [ 4 8 4 2]\n", - " [ 64 2 8 4]\n", - " [256 64 16 2]]\n", - "Trial number 250 Failed to complete in 500 steps\n", - "[[ 4 2 8 4]\n", - " [ 64 16 4 2]\n", - " [ 2 64 32 4]\n", - " [128 16 2 8]]\n", - "Trial number 251 Failed to complete in 500 steps\n", - "[[16 8 4 2]\n", - " [32 16 8 4]\n", - " [ 4 32 16 8]\n", - " [64 4 32 2]]\n", - "Trial number 252 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [128 32 16 8]\n", - " [256 64 4 2]]\n" + "WARNING: AutoGraph could not transform .predict_function at 0x17ec41550> and will run it as-is.\n", + "Please report this to the TensorFlow team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output.\n", + "Cause: unsupported operand type(s) for -: 'NoneType' and 'int'\n", + "To silence this warning, decorate the function with @tf.autograph.experimental.do_not_convert\n", + "WARNING:tensorflow:AutoGraph could not transform .predict_function at 0x2934729d0> and will run it as-is.\n", + "Please report this to the TensorFlow team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output.\n", + "Cause: unsupported operand type(s) for -: 'NoneType' and 'int'\n", + "To silence this warning, decorate the function with @tf.autograph.experimental.do_not_convert\n" ] }, { - "name": "stdout", + "name": "stderr", "output_type": "stream", "text": [ - "Trial number 253 Failed to complete in 500 steps\n", - "[[ 2 16 2 4]\n", - " [ 64 32 16 2]\n", - " [ 2 64 32 8]\n", - " [128 32 4 2]]\n", - "Trial number 254 Failed to complete in 500 steps\n", - "[[16 8 4 2]\n", - " [ 2 16 8 4]\n", - " [64 8 4 8]\n", - " [ 4 32 16 2]]\n", - "Trial number 255 Failed to complete in 500 steps\n", - "[[ 8 4 2 4]\n", - " [32 16 4 2]\n", - " [ 4 2 8 16]\n", - " [64 32 4 2]]\n", - "Trial number 256 Failed to complete in 500 steps\n", - "[[ 8 4 2 4]\n", - " [ 64 16 8 2]\n", - " [128 32 16 8]\n", - " [ 8 2 32 2]]\n", - "Trial number 257 Failed to complete in 500 steps\n", - "[[ 16 2 8 4]\n", - " [128 32 16 2]\n", - " [ 2 64 32 8]\n", - " [256 128 16 2]]\n", - "Trial number 258 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 64 32 8 4]\n", - " [128 64 16 8]\n", - " [ 32 8 2 4]]\n", - "Trial number 259 Failed to complete in 500 steps\n", - "[[ 16 8 2 4]\n", - " [ 64 16 4 2]\n", - " [ 2 32 16 4]\n", - " [256 8 32 16]]\n", - "Trial number 260 Failed to complete in 500 steps\n", - "[[16 8 4 2]\n", - " [32 16 8 16]\n", - " [64 32 4 2]\n", - " [ 4 64 32 4]]\n", - "Trial number 261 Failed to complete in 500 steps\n", - "[[ 16 2 4 2]\n", - " [128 4 8 4]\n", - " [ 2 8 16 8]\n", - " [ 4 64 4 2]]\n", - "Trial number 262 Failed to complete in 500 steps\n", - "[[ 16 8 2 4]\n", - " [ 64 32 8 2]\n", - " [ 2 64 32 4]\n", - " [ 8 128 64 2]]\n", - "Trial number 263 Failed to complete in 500 steps\n", - "[[ 16 2 8 4]\n", - " [ 32 16 4 2]\n", - " [ 2 128 32 4]\n", - " [256 64 4 8]]\n", - "Trial number 264 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [128 32 16 8]\n", - " [256 128 32 2]]\n", - "Trial number 265 Failed to complete in 500 steps\n", - "[[16 8 2 4]\n", - " [32 16 64 8]\n", - " [ 2 32 8 32]\n", - " [64 8 2 4]]\n", - "Trial number 266 Failed to complete in 500 steps\n", - "[[ 16 8 2 4]\n", - " [ 64 16 8 2]\n", - " [ 4 64 16 4]\n", - " [256 4 32 2]]\n", - "Trial number 267 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [ 64 32 16 8]\n", - " [128 2 32 16]]\n", - "Trial number 268 Failed to complete in 500 steps\n", - "[[ 16 4 2 4]\n", - " [ 8 16 8 2]\n", - " [ 2 32 16 8]\n", - " [256 64 8 2]]\n", - "Trial number 269 Failed to complete in 500 steps\n", - "[[ 16 8 2 4]\n", - " [ 32 16 4 8]\n", - " [128 64 16 2]\n", - " [ 2 128 2 8]]\n", - "Trial number 270 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 64 32 8 16]\n", - " [128 64 32 4]\n", - " [ 32 16 8 2]]\n", - "Trial number 271 Failed to complete in 500 steps\n", - "[[ 8 2 4 2]\n", - " [ 16 8 16 4]\n", - " [ 2 32 2 8]\n", - " [128 8 4 2]]\n", - "Trial number 272 Failed to complete in 500 steps\n", - "[[16 8 4 2]\n", - " [64 32 16 4]\n", - " [16 4 32 8]\n", - " [32 16 4 32]]\n", - "Trial number 273 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 64 16 8 4]\n", - " [ 4 32 16 8]\n", - " [128 64 2 16]]\n", - "Trial number 274 Failed to complete in 500 steps\n", - "[[ 2 8 2 4]\n", - " [32 16 4 2]\n", - " [ 2 32 8 16]\n", - " [16 64 4 2]]\n", - "Trial number 275 Failed to complete in 500 steps\n", - "[[ 16 4 2 4]\n", - " [ 32 16 8 2]\n", - " [ 64 32 2 32]\n", - " [256 128 16 4]]\n", - "Trial number 276 Failed to complete in 500 steps\n", - "[[ 32 8 4 2]\n", - " [ 2 16 8 4]\n", - " [ 4 2 32 16]\n", - " [256 32 16 2]]\n", - "Trial number 277 Failed to complete in 500 steps\n", - "[[ 32 8 2 4]\n", - " [ 64 16 8 2]\n", - " [128 32 16 8]\n", - " [ 32 16 64 2]]\n", - "Trial number 278 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 2 4]\n", - " [ 2 64 16 2]\n", - " [ 4 128 64 8]]\n", - "Trial number 279 Failed to complete in 500 steps\n", - "[[ 16 8 2 4]\n", - " [ 32 16 8 2]\n", - " [ 64 32 16 4]\n", - " [128 2 32 2]]\n", - "Trial number 280 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 64 16 8 4]\n", - " [128 4 32 8]\n", - " [256 8 64 4]]\n", - "Trial number 281 Failed to complete in 500 steps\n", - "[[ 32 16 8 2]\n", - " [ 16 32 16 4]\n", - " [ 2 128 64 2]\n", - " [ 16 2 16 8]]\n", - "Trial number 282 Failed to complete in 500 steps\n", - "[[ 8 2 4 2]\n", - " [ 16 8 2 4]\n", - " [ 64 2 4 16]\n", - " [256 32 16 2]]\n", - "Trial number 283 Failed to complete in 500 steps\n", - "[[ 8 4 2 4]\n", - " [ 2 16 8 2]\n", - " [ 32 2 16 8]\n", - " [128 16 8 2]]\n", - "Trial number 284 Failed to complete in 500 steps\n", - "[[ 8 2 4 2]\n", - " [ 4 16 8 4]\n", - " [ 8 64 32 16]\n", - " [16 2 8 2]]\n", - "Trial number 285 Failed to complete in 500 steps\n", - "[[ 16 8 2 4]\n", - " [ 32 16 4 2]\n", - " [ 2 64 16 4]\n", - " [256 128 32 8]]\n", - "Trial number 286 Failed to complete in 500 steps\n", - "[[ 32 8 4 2]\n", - " [128 32 8 4]\n", - " [256 64 32 16]\n", - " [ 4 2 8 4]]\n", - "Trial number 287 Failed to complete in 500 steps\n", - "[[32 2 4 2]\n", - " [ 2 4 8 4]\n", - " [ 4 64 2 8]\n", - " [16 2 64 4]]\n", - "Trial number 288 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 4 32 2 4]\n", - " [ 8 2 64 8]\n", - " [32 8 4 2]]\n", - "Trial number 289 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [ 64 32 16 8]\n", - " [256 4 32 2]]\n", - "Trial number 290 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 64 32 2 4]\n", - " [ 2 128 16 8]\n", - " [ 16 8 64 32]]\n", - "Trial number 291 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 2 8 4]\n", - " [ 2 64 32 2]\n", - " [ 4 128 4 8]]\n", - "Trial number 292 Failed to complete in 500 steps\n", - "[[ 8 4 16 4]\n", - " [ 64 8 32 8]\n", - " [128 4 8 4]\n", - " [256 16 4 2]]\n", - "Trial number 293 Failed to complete in 500 steps\n", - "[[16 2 4 2]\n", - " [32 16 8 4]\n", - " [ 4 64 16 8]\n", - " [ 8 2 64 2]]\n", - "Trial number 294 Failed to complete in 500 steps\n", - "[[ 32 16 4 2]\n", - " [ 64 32 16 4]\n", - " [ 2 128 4 8]\n", - " [128 16 8 16]]\n", - "Trial number 295 Failed to complete in 500 steps\n", - "[[ 32 8 4 2]\n", - " [ 64 2 8 4]\n", - " [256 64 16 8]\n", - " [ 8 2 32 16]]\n", - "Trial number 296 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 4 2 8 4]\n", - " [ 16 4 16 8]\n", - " [128 64 32 2]]\n", - "Trial number 297 Failed to complete in 500 steps\n", - "[[ 32 16 4 2]\n", - " [128 32 8 4]\n", - " [ 16 4 32 8]\n", - " [128 16 4 2]]\n", - "Trial number 298 Failed to complete in 500 steps\n", - "[[ 8 4 2 4]\n", - " [ 4 32 4 8]\n", - " [ 64 16 8 2]\n", - " [128 32 16 4]]\n", - "Trial number 299 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 64 16 8 4]\n", - " [ 2 32 16 8]\n", - " [256 8 4 2]]\n", - "Trial number 300 Failed to complete in 500 steps\n", - "[[ 4 2 4 2]\n", - " [ 32 8 2 4]\n", - " [128 16 4 8]\n", - " [512 64 32 2]]\n", - "Trial number 301 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 2 16 8 4]\n", - " [128 4 32 8]\n", - " [256 128 2 16]]\n", - "Trial number 302 Failed to complete in 500 steps\n", - "[[ 8 4 2 4]\n", - " [ 32 16 4 8]\n", - " [ 64 32 8 2]\n", - " [128 4 64 4]]\n", - "Trial number 303 Failed to complete in 500 steps\n", - "[[ 4 2 4 2]\n", - " [32 16 8 4]\n", - " [ 2 64 16 8]\n", - " [64 32 4 2]]\n", - "Trial number 304 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 64 16 8 4]\n", - " [128 2 64 8]\n", - " [256 64 16 2]]\n", - "Trial number 305 Failed to complete in 500 steps\n", - "[[ 8 4 2 4]\n", - " [ 16 8 4 2]\n", - " [ 32 4 16 4]\n", - " [128 16 8 2]]\n", - "Trial number 306 Failed to complete in 500 steps\n", - "[[16 8 2 4]\n", - " [64 32 4 2]\n", - " [ 2 64 32 4]\n", - " [32 16 2 16]]\n", - "Trial number 307 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 64 16 8 4]\n", - " [ 32 2 16 8]\n", - " [256 64 32 16]]\n", - "Trial number 308 Failed to complete in 500 steps\n", - "[[ 32 8 4 2]\n", - " [ 64 16 8 4]\n", - " [256 64 16 8]\n", - " [512 4 32 4]]\n", - "Trial number 309 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 8 4 2 4]\n", - " [ 16 8 4 2]\n", - " [128 32 16 8]]\n", - "Trial number 310 Failed to complete in 500 steps\n", - "[[ 2 16 2 4]\n", - " [ 8 128 16 2]\n", - " [ 16 2 32 4]\n", - " [128 4 64 8]]\n", - "Trial number 311 Failed to complete in 500 steps\n", - "[[16 8 4 2]\n", - " [32 16 8 4]\n", - " [64 32 2 8]\n", - " [ 4 64 16 2]]\n", - "Trial number 312 Failed to complete in 500 steps\n", - "[[ 8 2 4 2]\n", - " [ 64 8 16 4]\n", - " [ 4 64 32 8]\n", - " [128 4 2 4]]\n", - "Trial number 313 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [ 64 32 16 8]\n", - " [128 64 8 4]]\n", - "Trial number 314 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [128 64 16 8]\n", - " [ 4 128 4 16]]\n", - "Trial number 315 Failed to complete in 500 steps\n", - "[[ 2 16 4 2]\n", - " [ 64 32 8 4]\n", - " [ 2 128 32 8]\n", - " [ 32 8 4 2]]\n", - "Trial number 316 Failed to complete in 500 steps\n", - "[[ 2 32 4 2]\n", - " [ 4 64 8 4]\n", - " [ 8 32 16 8]\n", - " [128 4 64 16]]\n", - "Trial number 317 Failed to complete in 500 steps\n", - "[[ 16 4 2 4]\n", - " [ 2 16 8 2]\n", - " [128 32 16 8]\n", - " [ 4 2 32 4]]\n", - "Trial number 318 Failed to complete in 500 steps\n", - "[[ 16 4 2 4]\n", - " [ 32 16 4 2]\n", - " [128 32 16 4]\n", - " [ 4 128 32 16]]\n", - "Trial number 319 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [128 32 16 8]\n", - " [256 2 32 4]]\n" + "WARNING:tensorflow:AutoGraph could not transform .predict_function at 0x2934729d0> and will run it as-is.\n", + "Please report this to the TensorFlow team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output.\n", + "Cause: unsupported operand type(s) for -: 'NoneType' and 'int'\n", + "To silence this warning, decorate the function with @tf.autograph.experimental.do_not_convert\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "Trial number 320 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 32 16 8 4]\n", - " [ 64 32 16 8]\n", - " [128 2 8 2]]\n", - "Trial number 321 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [32 16 8 4]\n", - " [ 2 32 64 16]\n", - " [32 8 4 2]]\n", - "Trial number 322 Failed to complete in 500 steps\n", - "[[ 8 4 2 4]\n", - " [ 16 8 4 8]\n", - " [ 64 32 16 4]\n", - " [128 4 32 2]]\n", - "Trial number 323 Failed to complete in 500 steps\n", - "[[ 8 2 4 2]\n", - " [ 32 16 8 4]\n", - " [ 64 32 16 8]\n", - " [256 64 4 2]]\n", - "Trial number 324 Failed to complete in 500 steps\n", - "[[ 16 4 8 2]\n", - " [ 64 16 32 8]\n", - " [128 4 8 16]\n", - " [ 2 64 4 2]]\n", - "Trial number 325 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 64 16 8 4]\n", - " [128 64 16 8]\n", - " [ 64 16 4 2]]\n", - "Trial number 326 Failed to complete in 500 steps\n", - "[[ 8 4 2 4]\n", - " [ 4 16 4 2]\n", - " [ 64 32 8 4]\n", - " [128 4 2 8]]\n", - "Trial number 327 Failed to complete in 500 steps\n", - "[[ 32 16 4 2]\n", - " [ 2 32 16 4]\n", - " [256 8 32 8]\n", - " [ 2 128 8 4]]\n", - "Trial number 328 Failed to complete in 500 steps\n", - "[[ 8 2 4 2]\n", - " [16 4 8 4]\n", - " [ 2 16 4 2]\n", - " [64 4 2 4]]\n", - "Trial number 329 Failed to complete in 500 steps\n", - "[[ 16 2 4 2]\n", - " [ 64 16 8 4]\n", - " [ 2 32 16 8]\n", - " [128 2 32 16]]\n", - "Trial number 330 Failed to complete in 500 steps\n", - "[[ 32 4 2 4]\n", - " [ 2 32 8 2]\n", - " [ 32 2 32 4]\n", - " [256 64 4 2]]\n", - "Trial number 331 Failed to complete in 500 steps\n", - "[[ 8 4 2 4]\n", - " [ 64 16 4 2]\n", - " [256 64 32 4]\n", - " [ 2 256 16 2]]\n", - "Trial number 332 Failed to complete in 500 steps\n", - "[[ 2 16 4 2]\n", - " [ 8 2 16 4]\n", - " [ 32 8 2 16]\n", - " [128 2 32 2]]\n", - "Trial number 333 Failed to complete in 500 steps\n", - "[[16 8 4 2]\n", - " [ 4 16 8 4]\n", - " [ 8 4 2 16]\n", - " [16 8 64 2]]\n", - "Trial number 334 Failed to complete in 500 steps\n", - "[[16 8 4 2]\n", - " [64 2 8 4]\n", - " [ 2 64 32 8]\n", - " [64 32 4 16]]\n", - "Trial number 335 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 32 8]\n", - " [128 64 2 16]\n", - " [ 2 128 8 2]]\n", - "Trial number 336 Failed to complete in 500 steps\n", - "[[ 4 2 4 2]\n", - " [ 16 8 2 4]\n", - " [ 64 4 32 8]\n", - " [256 64 4 2]]\n", - "Trial number 337 Failed to complete in 500 steps\n", - "[[ 4 2 4 2]\n", - " [16 4 8 4]\n", - " [32 8 4 16]\n", - " [ 2 16 8 2]]\n", - "Trial number 338 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [ 64 32 16 8]\n", - " [256 128 8 2]]\n", - "Trial number 339 Failed to complete in 500 steps\n", - "[[ 16 2 4 2]\n", - " [ 32 4 2 4]\n", - " [128 32 16 8]\n", - " [256 4 32 16]]\n", - "Trial number 340 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [128 64 16 8]\n", - " [ 2 4 64 2]]\n", - "Trial number 341 Failed to complete in 500 steps\n", - "[[ 32 4 2 4]\n", - " [ 64 32 16 2]\n", - " [ 8 2 32 8]\n", - " [128 16 8 2]]\n", - "Trial number 342 Failed to complete in 500 steps\n", - "[[ 32 2 4 2]\n", - " [128 32 8 4]\n", - " [ 2 128 16 8]\n", - " [ 8 4 2 16]]\n", - "Trial number 343 Failed to complete in 500 steps\n", - "[[ 32 2 4 2]\n", - " [ 64 8 2 4]\n", - " [ 8 64 16 2]\n", - " [128 256 32 8]]\n", - "Trial number 344 Failed to complete in 500 steps\n", - "[[ 32 8 4 2]\n", - " [ 64 32 8 4]\n", - " [128 64 32 8]\n", - " [ 4 128 8 2]]\n", - "Trial number 345 Failed to complete in 500 steps\n", - "[[ 8 4 2 4]\n", - " [32 8 4 2]\n", - " [64 16 8 16]\n", - " [ 2 64 32 2]]\n", - "Trial number 346 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [128 64 16 32]\n", - " [ 2 8 2 4]]\n", - "Trial number 347 Failed to complete in 500 steps\n", - "[[ 32 8 4 2]\n", - " [ 2 16 8 4]\n", - " [ 64 2 32 8]\n", - " [128 4 64 2]]\n", - "Trial number 348 Failed to complete in 500 steps\n", - "[[ 32 16 4 2]\n", - " [ 64 32 16 4]\n", - " [128 8 32 8]\n", - " [256 4 2 16]]\n", - "Trial number 349 Failed to complete in 500 steps\n", - "[[ 16 8 2 4]\n", - " [ 32 16 4 2]\n", - " [ 4 32 16 8]\n", - " [256 64 32 4]]\n", - "Trial number 350 Failed to complete in 500 steps\n", - "[[ 16 4 2 4]\n", - " [ 64 8 4 2]\n", - " [128 16 8 4]\n", - " [ 8 2 4 2]]\n", - "Trial number 351 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [ 8 4 2 16]\n", - " [256 32 16 4]]\n", - "Trial number 352 Failed to complete in 500 steps\n", - "[[ 8 4 2 4]\n", - " [ 2 8 16 2]\n", - " [64 16 8 16]\n", - " [ 4 32 2 4]]\n", - "Trial number 353 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 2 16 8 4]\n", - " [ 16 64 16 8]\n", - " [256 128 8 4]]\n", - "Trial number 354 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [ 64 32 16 8]\n", - " [128 8 32 2]]\n", - "Trial number 355 Failed to complete in 500 steps\n", - "[[ 32 8 4 2]\n", - " [ 4 16 8 4]\n", - " [128 2 16 8]\n", - " [ 4 128 32 4]]\n", - "Trial number 356 Failed to complete in 500 steps\n", - "[[ 2 16 4 2]\n", - " [ 16 32 8 4]\n", - " [ 4 128 32 8]\n", - " [128 4 64 4]]\n", - "Trial number 357 Failed to complete in 500 steps\n", - "[[ 2 32 4 2]\n", - " [ 32 16 8 4]\n", - " [ 8 64 16 8]\n", - " [256 4 32 16]]\n", - "Trial number 358 Failed to complete in 500 steps\n", - "[[16 8 4 2]\n", - " [32 16 8 4]\n", - " [64 2 32 8]\n", - " [ 4 16 64 4]]\n", - "Trial number 359 Failed to complete in 500 steps\n", - "[[16 8 2 4]\n", - " [ 4 32 8 2]\n", - " [ 8 2 64 4]\n", - " [16 8 16 2]]\n", - "Trial number 360 Failed to complete in 500 steps\n", - "[[ 32 16 8 2]\n", - " [ 64 32 16 8]\n", - " [256 64 32 16]\n", - " [ 16 2 8 2]]\n", - "Trial number 361 Failed to complete in 500 steps\n", - "[[32 16 4 2]\n", - " [ 8 32 8 4]\n", - " [32 16 2 8]\n", - " [ 4 2 32 2]]\n", - "Trial number 362 Failed to complete in 500 steps\n", - "[[16 8 4 2]\n", - " [64 16 2 4]\n", - " [ 4 64 32 8]\n", - " [ 8 4 64 4]]\n", - "Trial number 363 Failed to complete in 500 steps\n", - "[[ 16 2 8 2]\n", - " [ 2 4 16 4]\n", - " [ 64 16 2 8]\n", - " [256 2 32 16]]\n", - "Trial number 364 Failed to complete in 500 steps\n", - "[[ 16 4 2 4]\n", - " [ 32 8 4 8]\n", - " [ 2 32 8 16]\n", - " [128 2 16 8]]\n", - "Trial number 365 Failed to complete in 500 steps\n", - "[[ 8 16 4 2]\n", - " [ 32 64 8 4]\n", - " [128 32 16 8]\n", - " [256 4 32 2]]\n", - "Trial number 366 Failed to complete in 500 steps\n", - "[[ 16 8 2 4]\n", - " [ 8 32 8 2]\n", - " [ 32 4 2 4]\n", - " [256 128 16 8]]\n", - "Trial number 367 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [ 64 32 16 8]\n", - " [128 64 32 16]]\n", - "Trial number 368 Failed to complete in 500 steps\n", - "[[16 8 4 2]\n", - " [ 2 16 8 4]\n", - " [ 8 2 32 8]\n", - " [32 4 64 4]]\n", - "Trial number 369 Failed to complete in 500 steps\n", - "[[ 16 8 2 4]\n", - " [ 64 16 32 2]\n", - " [ 2 128 8 4]\n", - " [ 8 4 16 2]]\n", - "Trial number 370 Failed to complete in 500 steps\n", - "[[ 2 16 8 2]\n", - " [ 4 32 16 4]\n", - " [ 32 16 2 8]\n", - " [128 32 4 2]]\n", - "Trial number 371 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 64 16 8 4]\n", - " [ 2 256 16 32]\n", - " [ 64 2 4 2]]\n", - "Trial number 372 Failed to complete in 500 steps\n", - "[[ 4 2 16 4]\n", - " [ 32 16 4 2]\n", - " [128 32 8 4]\n", - " [ 8 128 32 16]]\n", - "Trial number 373 Failed to complete in 500 steps\n", - "[[16 8 4 2]\n", - " [32 16 8 4]\n", - " [64 32 16 8]\n", - " [ 2 8 4 2]]\n", - "Trial number 374 Failed to complete in 500 steps\n", - "[[ 2 4 2 4]\n", - " [64 32 8 2]\n", - " [ 2 64 16 8]\n", - " [64 2 32 16]]\n", - "Trial number 375 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 8 16 8 4]\n", - " [128 32 16 8]\n", - " [256 64 4 2]]\n", - "Trial number 376 Failed to complete in 500 steps\n", - "[[ 4 2 4 2]\n", - " [ 16 4 2 4]\n", - " [ 64 16 8 2]\n", - " [128 64 16 8]]\n", - "Trial number 377 Failed to complete in 500 steps\n", - "[[ 4 8 4 2]\n", - " [ 2 16 8 4]\n", - " [ 8 32 16 8]\n", - " [128 16 32 16]]\n", - "Trial number 378 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 8 32 16 4]\n", - " [16 64 32 2]\n", - " [64 4 64 4]]\n", - "Trial number 379 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 32 16 8 4]\n", - " [ 64 2 16 8]\n", - " [128 4 32 16]]\n", - "Trial number 380 Failed to complete in 500 steps\n", - "[[ 4 2 4 2]\n", - " [ 8 4 2 4]\n", - " [64 16 4 2]\n", - " [ 2 32 16 8]]\n", - "Trial number 381 Failed to complete in 500 steps\n", - "[[ 4 16 4 2]\n", - " [ 2 4 32 8]\n", - " [ 4 64 16 2]\n", - " [ 16 256 64 16]]\n", - "Trial number 382 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 4 16 2 4]\n", - " [ 8 2 4 2]\n", - " [32 4 2 4]]\n", - "Trial number 383 Failed to complete in 500 steps\n", - "[[ 4 8 4 2]\n", - " [ 16 32 16 4]\n", - " [ 32 2 32 2]\n", - " [128 32 64 32]]\n", - "Trial number 384 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 32 16 8 4]\n", - " [ 64 32 16 8]\n", - " [256 64 32 16]]\n", - "Trial number 385 Failed to complete in 500 steps\n", - "[[ 2 4 8 4]\n", - " [ 8 16 4 2]\n", - " [ 64 32 8 4]\n", - " [128 2 32 16]]\n", - "Trial number 386 Failed to complete in 500 steps\n", - "[[ 2 16 8 2]\n", - " [ 4 2 16 4]\n", - " [ 8 4 2 16]\n", - " [128 16 4 2]]\n", - "Trial number 387 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 32 4 2 4]\n", - " [128 32 16 8]\n", - " [256 128 64 4]]\n" + "WARNING: AutoGraph could not transform .predict_function at 0x2934729d0> and will run it as-is.\n", + "Please report this to the TensorFlow team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output.\n", + "Cause: unsupported operand type(s) for -: 'NoneType' and 'int'\n", + "To silence this warning, decorate the function with @tf.autograph.experimental.do_not_convert\n", + "WARNING:tensorflow:AutoGraph could not transform .train_function at 0x29371e820> and will run it as-is.\n", + "Please report this to the TensorFlow team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output.\n", + "Cause: unsupported operand type(s) for -: 'NoneType' and 'int'\n", + "To silence this warning, decorate the function with @tf.autograph.experimental.do_not_convert\n" ] }, { - "name": "stdout", + "name": "stderr", "output_type": "stream", "text": [ - "Trial number 388 Failed to complete in 500 steps\n", - "[[ 8 2 4 2]\n", - " [ 32 8 2 4]\n", - " [ 2 16 8 2]\n", - " [ 32 128 32 16]]\n", - "Trial number 389 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 4 64 8 4]\n", - " [ 16 128 64 16]\n", - " [256 8 2 32]]\n", - "Trial number 390 Failed to complete in 500 steps\n", - "[[ 2 16 2 4]\n", - " [ 64 8 4 2]\n", - " [128 32 8 4]\n", - " [ 2 128 16 8]]\n", - "Trial number 391 Failed to complete in 500 steps\n", - "[[ 8 2 4 2]\n", - " [ 16 4 8 4]\n", - " [128 64 16 2]\n", - " [ 2 128 64 8]]\n", - "Trial number 392 Failed to complete in 500 steps\n", - "[[ 8 2 8 4]\n", - " [ 64 32 4 2]\n", - " [ 2 64 16 4]\n", - " [256 128 32 8]]\n", - "Trial number 393 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 2 8 4]\n", - " [128 4 16 8]\n", - " [ 2 128 64 2]]\n", - "Trial number 394 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 16 64 8 4]\n", - " [128 32 16 8]\n", - " [256 128 4 2]]\n", - "Trial number 395 Failed to complete in 500 steps\n", - "[[ 16 4 2 4]\n", - " [ 32 2 4 8]\n", - " [ 2 32 8 2]\n", - " [128 4 16 8]]\n", - "Trial number 396 Failed to complete in 500 steps\n", - "[[ 4 2 4 2]\n", - " [ 8 64 8 4]\n", - " [ 32 16 32 16]\n", - " [256 128 8 2]]\n", - "Trial number 397 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 2 4 16 4]\n", - " [ 16 8 2 8]\n", - " [128 2 4 2]]\n", - "Trial number 398 Failed to complete in 500 steps\n", - "[[ 16 2 8 4]\n", - " [ 64 32 16 2]\n", - " [256 128 64 8]\n", - " [ 16 4 16 4]]\n", - "Trial number 399 Failed to complete in 500 steps\n", - "[[ 32 8 4 2]\n", - " [ 64 32 8 4]\n", - " [128 64 32 16]\n", - " [ 8 2 64 2]]\n", - "Trial number 400 Failed to complete in 500 steps\n", - "[[ 32 8 2 4]\n", - " [ 64 16 8 2]\n", - " [ 2 64 16 4]\n", - " [256 4 32 16]]\n", - "Trial number 401 Failed to complete in 500 steps\n", - "[[ 32 8 4 2]\n", - " [ 64 32 8 16]\n", - " [128 64 2 4]\n", - " [ 64 16 8 2]]\n", - "Trial number 402 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 8 2 8 4]\n", - " [ 32 8 2 8]\n", - " [128 2 16 2]]\n", - "Trial number 403 Failed to complete in 500 steps\n", - "[[ 8 4 2 4]\n", - " [ 32 2 8 2]\n", - " [ 2 32 4 16]\n", - " [128 256 32 4]]\n", - "Trial number 404 Failed to complete in 500 steps\n", - "[[ 2 4 2 4]\n", - " [16 8 4 2]\n", - " [64 16 64 8]\n", - " [ 2 32 2 32]]\n", - "Trial number 405 Failed to complete in 500 steps\n", - "[[ 8 4 2 4]\n", - " [32 16 4 32]\n", - " [ 2 32 16 4]\n", - " [ 8 64 8 2]]\n", - "Trial number 406 Failed to complete in 500 steps\n", - "[[ 2 4 2 8]\n", - " [ 8 16 4 2]\n", - " [ 64 2 32 16]\n", - " [128 64 8 2]]\n", - "Trial number 407 Failed to complete in 500 steps\n", - "[[ 4 2 4 2]\n", - " [ 16 8 2 4]\n", - " [ 64 16 8 2]\n", - " [128 64 32 16]]\n", - "Trial number 408 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [64 32 16 4]\n", - " [ 2 64 2 8]\n", - " [16 2 16 2]]\n", - "Trial number 409 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [64 16 8 4]\n", - " [ 8 64 32 16]\n", - " [64 16 2 4]]\n", - "Trial number 410 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [ 64 32 16 8]\n", - " [128 64 32 2]]\n", - "Trial number 411 Failed to complete in 500 steps\n", - "[[ 8 4 2 4]\n", - " [16 8 4 2]\n", - " [ 2 32 8 4]\n", - " [32 8 4 8]]\n", - "Trial number 412 Failed to complete in 500 steps\n", - "[[ 8 4 2 4]\n", - " [16 8 4 8]\n", - " [ 2 16 32 2]\n", - " [16 64 8 4]]\n", - "Trial number 413 Failed to complete in 500 steps\n", - "[[ 4 32 4 2]\n", - " [ 16 4 32 8]\n", - " [ 64 32 8 2]\n", - " [256 64 2 8]]\n", - "Trial number 414 Failed to complete in 500 steps\n", - "[[ 16 8 2 4]\n", - " [ 32 16 8 2]\n", - " [ 64 32 2 8]\n", - " [128 64 16 4]]\n", - "Trial number 415 Failed to complete in 500 steps\n", - "[[ 2 16 4 2]\n", - " [ 64 32 8 4]\n", - " [ 2 64 32 16]\n", - " [256 2 64 4]]\n", - "Trial number 416 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 16 64 8 4]\n", - " [128 2 16 8]\n", - " [256 128 64 16]]\n", - "Trial number 417 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 2 16 8 4]\n", - " [ 16 2 128 8]\n", - " [ 64 4 2 16]]\n", - "Trial number 418 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 64 16 8 4]\n", - " [128 32 16 8]\n", - " [ 8 2 32 16]]\n", - "Trial number 419 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [32 16 2 4]\n", - " [ 4 32 16 8]\n", - " [64 2 32 2]]\n", - "Trial number 420 Failed to complete in 500 steps\n", - "[[ 32 16 8 2]\n", - " [ 4 32 16 4]\n", - " [ 32 64 32 16]\n", - " [256 128 64 32]]\n", - "Trial number 421 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 2 64 16 8]\n", - " [ 8 4 32 2]\n", - " [128 32 4 8]]\n", - "Trial number 422 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 4 32 8 4]\n", - " [ 8 64 16 32]\n", - " [ 32 128 64 2]]\n", - "Trial number 423 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 8 32 8 4]\n", - " [16 8 4 16]\n", - " [32 16 8 2]]\n", - "Trial number 424 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 4 16 8 4]\n", - " [ 32 2 16 8]\n", - " [ 2 128 8 2]]\n", - "Trial number 425 Failed to complete in 500 steps\n", - "[[ 2 8 2 4]\n", - " [ 64 32 8 2]\n", - " [ 4 64 32 4]\n", - " [ 32 256 64 16]]\n", - "Trial number 426 Failed to complete in 500 steps\n", - "[[16 4 2 4]\n", - " [32 16 8 32]\n", - " [64 32 2 4]\n", - " [ 2 64 16 2]]\n", - "Trial number 427 Failed to complete in 500 steps\n", - "[[ 16 4 2 4]\n", - " [ 64 32 4 2]\n", - " [128 64 32 4]\n", - " [256 8 64 2]]\n", - "Trial number 428 Failed to complete in 500 steps\n", - "[[ 16 4 2 4]\n", - " [ 32 16 8 2]\n", - " [128 32 16 4]\n", - " [256 128 8 16]]\n", - "Trial number 429 Failed to complete in 500 steps\n", - "[[ 4 2 4 2]\n", - " [16 8 16 4]\n", - " [ 2 16 2 16]\n", - " [ 8 32 8 2]]\n", - "Trial number 430 Failed to complete in 500 steps\n", - "[[ 4 2 4 2]\n", - " [ 32 8 16 4]\n", - " [ 4 2 128 8]\n", - " [ 16 8 2 32]]\n", - "Trial number 431 Failed to complete in 500 steps\n", - "[[ 2 16 4 2]\n", - " [ 64 32 16 4]\n", - " [ 4 128 32 8]\n", - " [256 16 8 32]]\n", - "Trial number 432 Failed to complete in 500 steps\n", - "[[ 4 64 4 2]\n", - " [ 32 16 8 4]\n", - " [ 2 64 32 8]\n", - " [ 4 128 16 2]]\n", - "Trial number 433 Failed to complete in 500 steps\n", - "[[ 2 8 2 4]\n", - " [32 16 4 8]\n", - " [ 2 32 8 2]\n", - " [64 16 2 16]]\n", - "Trial number 434 Failed to complete in 500 steps\n", - "[[ 2 16 4 2]\n", - " [ 4 32 8 4]\n", - " [128 8 2 8]\n", - " [ 8 256 32 16]]\n", - "Trial number 435 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 64 32 8 4]\n", - " [ 2 64 32 16]\n", - " [ 16 128 8 4]]\n", - "Trial number 436 Failed to complete in 500 steps\n", - "[[ 8 2 8 2]\n", - " [16 4 2 4]\n", - " [ 2 8 4 2]\n", - " [64 32 8 4]]\n", - "Trial number 437 Failed to complete in 500 steps\n", - "[[16 8 4 2]\n", - " [ 4 32 8 4]\n", - " [32 8 2 8]\n", - " [ 2 64 8 16]]\n", - "Trial number 438 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 16 32 16 4]\n", - " [ 64 128 32 16]\n", - " [ 2 4 64 4]]\n", - "Trial number 439 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [256 32 16 8]\n", - " [ 64 4 32 2]]\n", - "Trial number 440 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 64 32 8 16]\n", - " [ 4 2 32 4]\n", - " [256 16 8 2]]\n", - "Trial number 441 Failed to complete in 500 steps\n", - "[[ 32 8 4 2]\n", - " [ 2 16 8 4]\n", - " [128 32 16 8]\n", - " [ 4 2 32 2]]\n", - "Trial number 442 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 2 16 8 4]\n", - " [128 32 4 8]\n", - " [256 2 64 16]]\n", - "Trial number 443 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 64 16 8 4]\n", - " [128 64 16 8]\n", - " [ 2 128 2 4]]\n", - "Trial number 444 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 8 2 8 4]\n", - " [16 4 2 8]\n", - " [64 32 8 2]]\n", - "Trial number 445 Failed to complete in 500 steps\n", - "[[ 16 8 2 16]\n", - " [ 32 16 8 2]\n", - " [ 64 32 16 4]\n", - " [256 2 32 2]]\n", - "Trial number 446 Failed to complete in 500 steps\n", - "[[16 8 4 2]\n", - " [ 4 16 8 4]\n", - " [32 2 32 16]\n", - " [64 32 4 2]]\n", - "Trial number 447 Failed to complete in 500 steps\n", - "[[ 16 4 2 4]\n", - " [ 32 16 4 2]\n", - " [ 2 64 32 4]\n", - " [128 4 16 2]]\n", - "Trial number 448 Failed to complete in 500 steps\n", - "[[ 16 2 4 2]\n", - " [ 2 4 32 8]\n", - " [256 32 4 2]\n", - " [ 32 8 2 8]]\n", - "Trial number 449 Failed to complete in 500 steps\n", - "[[ 16 8 2 4]\n", - " [ 4 32 16 8]\n", - " [128 64 32 4]\n", - " [ 4 2 64 2]]\n", - "Trial number 450 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 32 16 8 4]\n", - " [ 64 32 16 8]\n", - " [128 64 32 16]]\n", - "Trial number 451 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 64 16 8 4]\n", - " [ 2 32 2 8]\n", - " [ 16 128 16 2]]\n", - "Trial number 452 Failed to complete in 500 steps\n", - "[[ 8 2 4 2]\n", - " [ 2 16 8 4]\n", - " [ 64 2 64 16]\n", - " [256 16 4 2]]\n", - "Trial number 453 Failed to complete in 500 steps\n", - "[[ 4 16 4 2]\n", - " [16 32 16 8]\n", - " [ 4 64 32 16]\n", - " [ 8 2 64 4]]\n", - "Trial number 454 Failed to complete in 500 steps\n", - "[[16 8 4 16]\n", - " [32 16 8 4]\n", - " [ 8 64 32 2]\n", - " [64 16 8 4]]\n", - "Trial number 455 Failed to complete in 500 steps\n", - "[[ 2 16 4 2]\n", - " [ 64 32 8 4]\n", - " [ 4 64 32 8]\n", - " [128 2 8 2]]\n" + "WARNING:tensorflow:AutoGraph could not transform .train_function at 0x29371e820> and will run it as-is.\n", + "Please report this to the TensorFlow team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output.\n", + "Cause: unsupported operand type(s) for -: 'NoneType' and 'int'\n", + "To silence this warning, decorate the function with @tf.autograph.experimental.do_not_convert\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "Trial number 456 Failed to complete in 500 steps\n", - "[[ 2 32 2 4]\n", - " [ 4 16 8 2]\n", - " [ 8 2 16 4]\n", - " [128 16 2 16]]\n", - "Trial number 457 Failed to complete in 500 steps\n", - "[[ 4 8 4 2]\n", - " [ 2 16 8 4]\n", - " [ 4 32 16 2]\n", - " [ 8 64 32 16]]\n", - "Trial number 458 Failed to complete in 500 steps\n", - "[[ 4 8 4 2]\n", - " [ 32 16 8 4]\n", - " [ 4 32 16 8]\n", - " [256 4 32 16]]\n", - "Trial number 459 Failed to complete in 500 steps\n", - "[[ 4 8 2 8]\n", - " [ 32 16 4 2]\n", - " [ 4 2 16 8]\n", - " [ 32 128 2 16]]\n", - "Trial number 460 Failed to complete in 500 steps\n", - "[[ 16 2 8 4]\n", - " [ 32 8 4 2]\n", - " [256 64 16 4]\n", - " [ 2 128 64 32]]\n", - "Trial number 461 Failed to complete in 500 steps\n", - "[[ 2 8 2 4]\n", - " [16 2 4 2]\n", - " [ 2 32 8 4]\n", - " [64 16 4 2]]\n", - "Trial number 462 Failed to complete in 500 steps\n", - "[[ 4 8 4 2]\n", - " [ 2 16 8 4]\n", - " [ 4 128 2 8]\n", - " [ 8 256 32 16]]\n", - "Trial number 463 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 4 32 16 4]\n", - " [ 2 64 32 16]\n", - " [ 64 256 128 32]]\n", - "Trial number 464 Failed to complete in 500 steps\n", - "[[ 8 2 4 2]\n", - " [ 32 16 2 4]\n", - " [ 64 32 16 8]\n", - " [128 64 32 16]]\n", - "Trial number 465 Failed to complete in 500 steps\n", - "[[ 4 16 2 4]\n", - " [ 2 8 4 2]\n", - " [ 64 32 8 4]\n", - " [ 8 128 32 2]]\n", - "Trial number 466 Failed to complete in 500 steps\n", - "[[ 4 16 4 2]\n", - " [ 32 8 16 4]\n", - " [ 64 128 32 8]\n", - " [ 8 2 64 32]]\n", - "Trial number 467 Failed to complete in 500 steps\n", - "[[ 16 4 2 4]\n", - " [ 2 8 64 2]\n", - " [ 4 64 8 4]\n", - " [256 128 32 8]]\n", - "Trial number 468 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 32 16 8 4]\n", - " [ 2 64 16 8]\n", - " [512 8 64 16]]\n", - "Trial number 469 Failed to complete in 500 steps\n", - "[[ 8 2 4 2]\n", - " [ 4 8 16 8]\n", - " [ 32 16 4 2]\n", - " [256 128 32 16]]\n", - "Trial number 470 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 64 16 8 4]\n", - " [ 2 32 16 8]\n", - " [256 128 32 16]]\n", - "Trial number 471 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 4 16 2 4]\n", - " [64 32 16 2]\n", - " [ 4 64 32 8]]\n", - "Trial number 472 Failed to complete in 500 steps\n", - "[[ 4 2 4 2]\n", - " [ 32 16 8 4]\n", - " [ 64 32 16 2]\n", - " [128 64 32 16]]\n", - "Trial number 473 Failed to complete in 500 steps\n", - "[[ 2 16 4 2]\n", - " [ 4 32 8 4]\n", - " [ 8 64 16 8]\n", - " [128 4 32 16]]\n", - "Trial number 474 Failed to complete in 500 steps\n", - "[[ 32 8 2 4]\n", - " [ 8 32 16 8]\n", - " [128 64 2 16]\n", - " [ 2 32 4 2]]\n", - "Trial number 475 Failed to complete in 500 steps\n", - "[[ 4 8 2 4]\n", - " [32 16 8 2]\n", - " [ 4 32 16 8]\n", - " [ 8 2 64 2]]\n", - "Trial number 476 Failed to complete in 500 steps\n", - "[[ 2 4 2 4]\n", - " [ 32 16 4 2]\n", - " [ 64 32 8 4]\n", - " [ 4 128 64 8]]\n", - "Trial number 477 Failed to complete in 500 steps\n", - "[[ 8 4 2 4]\n", - " [ 2 16 8 2]\n", - " [ 8 32 16 4]\n", - " [32 2 64 8]]\n", - "Trial number 478 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 4 16 2 8]\n", - " [ 32 8 4 2]\n", - " [128 16 8 4]]\n", - "Trial number 479 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 64 16 8 4]\n", - " [ 2 32 16 8]\n", - " [128 2 32 16]]\n", - "Trial number 480 Failed to complete in 500 steps\n", - "[[ 4 8 4 2]\n", - " [ 32 16 8 4]\n", - " [ 2 32 16 8]\n", - " [256 128 32 16]]\n", - "Trial number 481 Failed to complete in 500 steps\n", - "[[ 4 8 4 2]\n", - " [ 32 256 16 8]\n", - " [ 8 2 128 16]\n", - " [ 32 8 32 2]]\n", - "Trial number 482 Failed to complete in 500 steps\n", + "WARNING: AutoGraph could not transform .train_function at 0x29371e820> and will run it as-is.\n", + "Please report this to the TensorFlow team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output.\n", + "Cause: unsupported operand type(s) for -: 'NoneType' and 'int'\n", + "To silence this warning, decorate the function with @tf.autograph.experimental.do_not_convert\n", + "Trial number 0 Failed to complete in 500 steps\n", "[[ 2 4 16 4]\n", - " [ 16 2 8 2]\n", - " [ 64 32 16 4]\n", - " [ 4 256 32 16]]\n", - "Trial number 483 Failed to complete in 500 steps\n", - "[[ 8 2 4 2]\n", - " [ 32 16 8 4]\n", - " [ 64 32 16 8]\n", - " [ 4 128 32 16]]\n", - "Trial number 484 Failed to complete in 500 steps\n", - "[[ 2 8 2 4]\n", - " [ 4 16 8 2]\n", - " [ 16 2 16 4]\n", - " [ 2 128 32 8]]\n", - "Trial number 485 Failed to complete in 500 steps\n", - "[[ 4 8 4 2]\n", - " [ 2 4 16 8]\n", - " [ 64 16 4 2]\n", - " [128 2 8 4]]\n", - "Trial number 486 Failed to complete in 500 steps\n", - "[[ 2 8 2 4]\n", - " [ 16 4 8 2]\n", - " [ 4 2 16 8]\n", - " [256 128 64 4]]\n", - "Trial number 487 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 64 16 8 4]\n", - " [ 2 64 16 8]\n", - " [ 32 128 32 16]]\n", - "Trial number 488 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 32 16 8 4]\n", - " [ 8 32 16 8]\n", - " [256 128 32 16]]\n", - "Trial number 489 Failed to complete in 500 steps\n", - "[[ 2 16 4 2]\n", - " [ 4 8 2 4]\n", - " [ 8 32 16 8]\n", - " [32 64 32 16]]\n", - "Trial number 490 Failed to complete in 500 steps\n", - "[[ 32 8 4 2]\n", - " [ 4 64 16 4]\n", - " [ 64 32 2 8]\n", - " [256 128 4 2]]\n", - "Trial number 491 Failed to complete in 500 steps\n", - "[[ 4 2 4 2]\n", - " [ 2 16 8 4]\n", - " [ 16 64 16 8]\n", - " [128 2 32 16]]\n", - "Trial number 492 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 16 64 8 4]\n", - " [ 8 32 16 8]\n", - " [ 32 128 64 32]]\n", - "Trial number 493 Failed to complete in 500 steps\n", - "[[ 2 4 2 4]\n", - " [ 8 16 4 2]\n", - " [16 4 8 4]\n", - " [64 8 64 16]]\n", - "Trial number 494 Failed to complete in 500 steps\n", - "[[ 2 4 2 4]\n", - " [ 32 16 4 2]\n", - " [ 8 64 8 4]\n", - " [ 2 128 64 32]]\n", - "Trial number 495 Failed to complete in 500 steps\n", - "[[32 2 4 2]\n", - " [ 2 16 8 4]\n", - " [ 4 2 16 8]\n", - " [64 4 32 16]]\n", - "Trial number 496 Failed to complete in 500 steps\n", - "[[ 8 2 8 2]\n", - " [ 2 8 16 8]\n", - " [64 32 8 2]\n", - " [16 64 16 8]]\n", - "Trial number 497 Failed to complete in 500 steps\n", - "[[ 8 4 2 4]\n", - " [ 4 8 4 2]\n", - " [16 4 2 4]\n", - " [32 16 4 2]]\n", - "Trial number 498 Failed to complete in 500 steps\n", - "[[ 4 8 4 2]\n", - " [ 32 2 8 4]\n", - " [ 2 16 32 8]\n", - " [128 32 8 4]]\n", - "Trial number 499 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 64 16 8 4]\n", - " [ 2 64 16 8]\n", - " [256 128 2 32]]\n", - "Trial number 500 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 32 16 8 4]\n", - " [ 64 32 16 8]\n", - " [128 2 64 32]]\n", - "Trial number 501 Failed to complete in 500 steps\n", - "[[ 2 32 16 2]\n", - " [ 4 16 8 4]\n", - " [ 8 64 16 2]\n", - " [16 4 2 8]]\n", - "Trial number 502 Failed to complete in 500 steps\n", - "[[ 16 4 2 4]\n", - " [ 8 32 4 2]\n", - " [ 32 2 16 4]\n", - " [256 4 32 8]]\n", - "Trial number 503 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 4 32 16 8]\n", - " [ 8 64 128 64]\n", - " [ 64 8 2 8]]\n", - "Trial number 504 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 32 16 8 4]\n", - " [ 4 64 32 16]\n", - " [ 32 128 64 32]]\n", - "Trial number 505 Failed to complete in 500 steps\n", - "[[ 4 8 2 4]\n", - " [ 32 16 8 2]\n", - " [ 64 32 16 8]\n", - " [128 8 32 16]]\n", - "Trial number 506 Failed to complete in 500 steps\n", - "[[ 4 2 4 2]\n", - " [ 8 4 8 4]\n", - " [ 16 128 16 8]\n", - " [ 32 4 128 16]]\n", - "Trial number 507 Failed to complete in 500 steps\n", - "[[ 32 8 4 2]\n", - " [ 2 512 16 4]\n", - " [ 16 2 128 8]\n", - " [ 32 8 32 16]]\n", - "Trial number 508 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 4 32 16 4]\n", - " [128 64 2 8]\n", - " [ 4 128 64 32]]\n", - "Trial number 509 Failed to complete in 500 steps\n", - "[[ 2 16 4 2]\n", - " [ 4 2 8 4]\n", - " [ 16 4 2 8]\n", - " [128 64 16 2]]\n", - "Trial number 510 Failed to complete in 500 steps\n", - "[[ 2 16 4 2]\n", - " [32 2 8 4]\n", - " [ 4 32 16 8]\n", - " [32 2 32 16]]\n", - "Trial number 511 Failed to complete in 500 steps\n", - "[[ 32 8 4 2]\n", - " [ 64 16 8 4]\n", - " [128 32 2 16]\n", - " [256 128 32 4]]\n", - "Trial number 512 Failed to complete in 500 steps\n", - "[[ 2 4 2 4]\n", - " [ 8 2 4 2]\n", - " [ 32 16 8 4]\n", - " [128 8 4 2]]\n", - "Trial number 513 Failed to complete in 500 steps\n", - "[[ 4 2 8 2]\n", - " [64 8 2 4]\n", - " [ 4 32 64 8]\n", - " [16 4 2 16]]\n", - "Trial number 514 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 64 16 8 4]\n", - " [ 4 128 16 8]\n", - " [ 32 8 4 16]]\n", - "Trial number 515 Failed to complete in 500 steps\n", - "[[ 32 16 8 2]\n", - " [ 64 32 16 4]\n", - " [ 2 128 32 2]\n", - " [256 32 2 16]]\n", - "Trial number 516 Failed to complete in 500 steps\n", - "[[ 32 16 2 4]\n", - " [ 64 8 4 8]\n", - " [128 16 8 32]\n", - " [ 2 256 16 2]]\n", - "Trial number 517 Failed to complete in 500 steps\n", - "[[ 4 8 4 2]\n", - " [ 16 64 32 4]\n", - " [ 2 128 64 8]\n", - " [ 32 16 4 2]]\n", - "Trial number 518 Failed to complete in 500 steps\n", - "[[16 8 4 2]\n", - " [32 16 8 4]\n", - " [64 32 16 2]\n", - " [16 8 2 16]]\n", - "Trial number 519 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [ 64 32 16 8]\n", - " [256 128 64 2]]\n", - "Trial number 520 Failed to complete in 500 steps\n", - "[[ 16 2 4 2]\n", - " [ 32 16 2 4]\n", - " [ 2 32 4 2]\n", - " [256 64 32 8]]\n", - "Trial number 521 Failed to complete in 500 steps\n", - "[[16 8 4 2]\n", - " [32 16 8 4]\n", - " [ 8 2 32 8]\n", - " [64 16 8 2]]\n", - "Trial number 522 Failed to complete in 500 steps\n", - "[[ 32 8 2 4]\n", - " [ 64 32 16 2]\n", - " [128 64 4 16]\n", - " [256 2 64 2]]\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Trial number 523 Failed to complete in 500 steps\n", - "[[ 2 16 2 4]\n", - " [ 32 2 8 2]\n", - " [128 32 16 4]\n", - " [ 2 64 8 2]]\n", - "Trial number 524 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 2 16 8 4]\n", - " [128 64 4 8]\n", - " [ 8 128 64 4]]\n", - "Trial number 525 Failed to complete in 500 steps\n", - "[[ 16 4 2 4]\n", - " [ 32 16 4 2]\n", - " [ 64 32 8 4]\n", - " [256 64 32 8]]\n", - "Trial number 526 Failed to complete in 500 steps\n", - "[[ 8 2 4 2]\n", - " [16 8 16 4]\n", - " [64 2 32 8]\n", - " [ 4 64 4 16]]\n", - "Trial number 527 Failed to complete in 500 steps\n", - "[[ 4 2 8 4]\n", - " [ 32 16 2 8]\n", - " [128 32 16 2]\n", - " [ 4 64 32 8]]\n", - "Trial number 528 Failed to complete in 500 steps\n", - "[[ 8 4 2 4]\n", - " [32 16 4 2]\n", - " [ 4 64 2 8]\n", - " [32 4 8 4]]\n", - "Trial number 529 Failed to complete in 500 steps\n", - "[[16 8 2 4]\n", - " [32 16 4 2]\n", - " [64 32 8 4]\n", - " [ 4 2 16 2]]\n", - "Trial number 530 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [ 4 64 32 16]\n", - " [128 16 4 2]]\n", - "Trial number 531 Failed to complete in 500 steps\n", - "[[ 16 2 4 2]\n", - " [ 32 16 2 4]\n", - " [ 8 4 16 8]\n", - " [128 32 8 4]]\n", - "Trial number 532 Failed to complete in 500 steps\n", - "[[ 32 8 4 2]\n", - " [128 32 2 4]\n", - " [ 8 2 16 2]\n", - " [128 64 8 4]]\n", - "Trial number 533 Failed to complete in 500 steps\n", - "[[ 16 4 2 4]\n", - " [ 2 16 8 2]\n", - " [128 64 16 8]\n", - " [256 8 64 32]]\n", - "Trial number 534 Failed to complete in 500 steps\n", - "[[ 8 2 4 2]\n", - " [ 32 16 8 4]\n", - " [ 64 32 16 8]\n", - " [ 4 128 64 2]]\n", - "Trial number 535 Failed to complete in 500 steps\n", - "[[ 8 4 2 4]\n", - " [32 16 8 32]\n", - " [ 4 64 16 4]\n", - " [64 4 32 2]]\n", - "Trial number 536 Failed to complete in 500 steps\n", - "[[16 8 4 2]\n", - " [ 2 16 8 4]\n", - " [ 4 2 32 2]\n", - " [32 16 64 4]]\n", - "Trial number 537 Failed to complete in 500 steps\n", - "[[32 8 4 2]\n", - " [64 16 8 4]\n", - " [ 4 64 32 8]\n", - " [64 16 8 2]]\n", - "Trial number 538 Failed to complete in 500 steps\n", - "[[16 4 2 4]\n", - " [32 2 16 2]\n", - " [ 2 32 2 4]\n", - " [32 2 8 2]]\n", - "Trial number 539 Failed to complete in 500 steps\n", - "[[16 8 2 4]\n", - " [ 2 16 8 2]\n", - " [64 32 16 4]\n", - " [32 2 32 8]]\n", - "Trial number 540 Failed to complete in 500 steps\n", - "[[16 8 4 2]\n", - " [64 16 8 4]\n", - " [ 4 32 16 8]\n", - " [32 16 8 4]]\n", - "Trial number 541 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 64 32 8 4]\n", - " [ 4 64 32 8]\n", - " [256 128 64 4]]\n", - "Trial number 542 Failed to complete in 500 steps\n", - "[[16 8 4 2]\n", - " [ 4 32 8 4]\n", - " [ 8 2 32 8]\n", - " [64 4 2 4]]\n", - "Trial number 543 Failed to complete in 500 steps\n", - "[[ 4 8 4 2]\n", - " [32 2 8 4]\n", - " [ 2 64 32 8]\n", - " [16 4 16 2]]\n", - "Trial number 544 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 2 16 8 4]\n", - " [128 32 2 16]\n", - " [ 32 8 4 2]]\n", - "Trial number 545 Failed to complete in 500 steps\n", - "[[ 2 4 8 2]\n", - " [ 4 32 2 4]\n", - " [ 64 4 8 2]\n", - " [256 2 32 4]]\n", - "Trial number 546 Failed to complete in 500 steps\n", - "[[16 8 4 2]\n", - " [64 16 8 4]\n", - " [ 4 64 16 8]\n", - " [32 8 2 4]]\n", - "Trial number 547 Failed to complete in 500 steps\n", - "[[ 4 2 8 4]\n", - " [ 2 16 32 2]\n", - " [ 4 2 64 8]\n", - " [128 8 32 2]]\n", - "Trial number 548 Failed to complete in 500 steps\n", - "[[ 4 8 4 2]\n", - " [ 8 4 2 4]\n", - " [16 8 16 2]\n", - " [64 32 2 16]]\n", - "Trial number 549 Failed to complete in 500 steps\n", - "[[ 2 4 2 4]\n", - " [ 32 8 4 2]\n", - " [ 16 32 16 4]\n", - " [ 2 256 64 16]]\n", - "Trial number 550 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 64 16 8 4]\n", - " [ 2 32 16 8]\n", - " [256 64 4 32]]\n", - "Trial number 551 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 4 32 16 4]\n", - " [32 8 2 16]\n", - " [64 32 8 2]]\n", - "Trial number 552 Failed to complete in 500 steps\n", - "[[16 8 4 2]\n", - " [ 2 32 16 4]\n", - " [64 16 8 2]\n", - " [ 2 32 16 4]]\n", - "Trial number 553 Failed to complete in 500 steps\n", - "[[16 8 4 2]\n", - " [32 16 8 4]\n", - " [ 2 32 16 8]\n", - " [64 16 8 2]]\n", - "Trial number 554 Failed to complete in 500 steps\n", - "[[ 8 2 4 2]\n", - " [ 32 8 16 4]\n", - " [128 4 64 16]\n", - " [256 128 4 2]]\n", - "Trial number 555 Failed to complete in 500 steps\n", - "[[ 2 16 4 2]\n", - " [128 32 2 4]\n", - " [256 64 16 2]\n", - " [ 4 2 32 8]]\n", - "Trial number 556 Failed to complete in 500 steps\n", - "[[ 4 8 4 2]\n", - " [ 64 32 16 4]\n", - " [ 4 2 32 16]\n", - " [512 64 4 2]]\n", - "Trial number 557 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 32 16 8 4]\n", - " [128 32 16 8]\n", - " [256 128 64 32]]\n", - "Trial number 558 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 4 32 16 8]\n", - " [ 64 128 32 16]\n", - " [256 16 8 2]]\n", - "Trial number 559 Failed to complete in 500 steps\n", - "[[ 2 4 2 4]\n", - " [ 4 8 4 2]\n", - " [ 2 128 8 4]\n", - " [256 4 32 8]]\n", - "Trial number 560 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 32 4 2 4]\n", - " [ 64 16 4 2]\n", - " [128 64 32 16]]\n", - "Trial number 561 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [128 32 16 8]\n", - " [ 64 128 64 16]]\n", - "Trial number 562 Failed to complete in 500 steps\n", - "[[ 4 16 8 2]\n", - " [ 2 4 32 8]\n", - " [ 4 16 4 2]\n", - " [256 64 32 4]]\n", - "Trial number 563 Failed to complete in 500 steps\n", - "[[ 4 2 4 2]\n", - " [ 64 16 8 4]\n", - " [128 32 16 8]\n", - " [256 128 64 16]]\n", - "Trial number 564 Failed to complete in 500 steps\n", - "[[ 2 4 2 4]\n", - " [ 16 8 4 2]\n", - " [ 8 32 8 4]\n", - " [128 4 32 16]]\n", - "Trial number 565 Failed to complete in 500 steps\n", - "[[ 2 16 8 4]\n", - " [ 16 8 4 2]\n", - " [128 16 2 8]\n", - " [256 64 32 2]]\n", - "Trial number 566 Failed to complete in 500 steps\n", - "[[ 4 8 4 2]\n", - " [64 16 8 4]\n", - " [ 2 32 16 8]\n", - " [16 64 32 16]]\n", - "Trial number 567 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 4 16 8 4]\n", - " [ 8 32 16 2]\n", - " [128 64 32 16]]\n", - "Trial number 568 Failed to complete in 500 steps\n", - "[[ 32 8 4 2]\n", - " [ 2 4 2 32]\n", - " [ 64 16 8 4]\n", - " [128 64 32 8]]\n", - "Trial number 569 Failed to complete in 500 steps\n", - "[[ 4 16 4 2]\n", - " [ 8 2 8 4]\n", - " [ 32 64 16 8]\n", - " [ 64 128 64 16]]\n", - "Trial number 570 Failed to complete in 500 steps\n", - "[[ 4 2 4 2]\n", - " [16 8 2 4]\n", - " [64 32 16 2]\n", - " [ 2 8 64 16]]\n", - "Trial number 571 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 32 16 8 4]\n", - " [128 64 16 8]\n", - " [ 2 128 2 32]]\n", - "Trial number 572 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [ 64 32 16 2]\n", - " [256 128 64 32]]\n", - "Trial number 573 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 4 16 8 4]\n", - " [16 64 16 8]\n", - " [64 2 32 16]]\n", - "Trial number 574 Failed to complete in 500 steps\n", - "[[ 2 16 2 4]\n", - " [ 4 2 8 2]\n", - " [ 32 4 32 4]\n", - " [128 32 2 8]]\n", - "Trial number 575 Failed to complete in 500 steps\n", - "[[ 8 2 4 2]\n", - " [ 2 32 8 4]\n", - " [ 4 64 16 8]\n", - " [256 4 2 16]]\n", - "Trial number 576 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 8 32 8 4]\n", - " [ 32 128 32 16]\n", - " [ 64 4 64 32]]\n", - "Trial number 577 Failed to complete in 500 steps\n", - "[[ 2 4 2 8]\n", - " [ 64 2 32 2]\n", - " [128 16 2 8]\n", - " [ 4 128 64 16]]\n", - "Trial number 578 Failed to complete in 500 steps\n", - "[[ 2 4 2 4]\n", - " [ 8 16 8 2]\n", - " [ 16 32 16 8]\n", - " [256 4 64 16]]\n", - "Trial number 579 Failed to complete in 500 steps\n", - "[[ 2 16 4 2]\n", - " [ 4 32 16 4]\n", - " [128 2 8 2]\n", - " [256 128 16 4]]\n", - "Trial number 580 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 32 16 8 4]\n", - " [128 64 16 8]\n", - " [ 2 128 32 16]]\n", - "Trial number 581 Failed to complete in 500 steps\n", - "[[ 2 4 2 4]\n", - " [ 4 2 4 2]\n", - " [ 64 16 8 4]\n", - " [128 64 32 2]]\n", - "Trial number 582 Failed to complete in 500 steps\n", - "[[ 4 16 8 4]\n", - " [64 32 4 2]\n", - " [ 2 4 32 4]\n", - " [64 16 4 16]]\n", - "Trial number 583 Failed to complete in 500 steps\n", - "[[ 32 8 4 2]\n", - " [ 8 4 2 4]\n", - " [128 32 4 2]\n", - " [ 4 2 16 4]]\n", - "Trial number 584 Failed to complete in 500 steps\n", - "[[ 2 16 4 2]\n", - " [ 4 2 16 4]\n", - " [ 64 16 2 8]\n", - " [512 128 64 2]]\n", - "Trial number 585 Failed to complete in 500 steps\n", - "[[ 4 8 4 2]\n", - " [ 64 16 8 4]\n", - " [ 2 64 16 8]\n", - " [ 4 128 4 32]]\n", - "Trial number 586 Failed to complete in 500 steps\n", - "[[ 32 4 2 4]\n", - " [ 64 16 8 2]\n", - " [256 32 16 8]\n", - " [ 2 128 32 2]]\n", - "Trial number 587 Failed to complete in 500 steps\n", - "[[ 16 2 4 2]\n", - " [ 32 16 2 4]\n", - " [ 64 32 16 8]\n", - " [128 64 32 16]]\n", - "Trial number 588 Failed to complete in 500 steps\n", - "[[ 16 4 2 4]\n", - " [128 32 4 2]\n", - " [256 128 8 4]\n", - " [ 2 64 32 8]]\n", - "Trial number 589 Failed to complete in 500 steps\n", - "[[ 2 16 4 2]\n", - " [ 4 32 8 4]\n", - " [64 4 16 8]\n", - " [ 4 8 4 16]]\n", - "Trial number 590 Failed to complete in 500 steps\n", - "[[ 16 8 2 4]\n", - " [ 32 16 4 2]\n", - " [ 4 32 16 4]\n", - " [128 64 32 8]]\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Trial number 591 Failed to complete in 500 steps\n", - "[[ 4 16 8 4]\n", - " [ 8 64 16 2]\n", - " [ 2 32 8 4]\n", - " [ 8 64 2 16]]\n", - "Trial number 592 Failed to complete in 500 steps\n", - "[[32 2 4 2]\n", - " [ 4 16 8 4]\n", - " [32 2 16 8]\n", - " [64 32 2 16]]\n", - "Trial number 593 Failed to complete in 500 steps\n", - "[[ 2 16 4 2]\n", - " [ 4 32 8 4]\n", - " [ 8 64 16 2]\n", - " [64 16 64 16]]\n", - "Trial number 594 Failed to complete in 500 steps\n", - "[[ 2 4 8 2]\n", - " [32 16 2 4]\n", - " [ 8 2 8 2]\n", - " [32 4 32 16]]\n", - "Trial number 595 Failed to complete in 500 steps\n", - "[[32 2 4 2]\n", - " [ 4 32 8 4]\n", - " [ 8 4 16 8]\n", - " [32 8 2 16]]\n", - "Trial number 596 Failed to complete in 500 steps\n", - "[[ 2 16 4 2]\n", - " [ 4 8 32 4]\n", - " [ 64 32 16 8]\n", - " [128 64 32 16]]\n", - "Trial number 597 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 16 32 8 4]\n", - " [ 32 4 32 8]\n", - " [128 8 2 16]]\n", - "Trial number 598 Failed to complete in 500 steps\n", - "[[ 2 4 64 8]\n", - " [256 16 4 2]\n", - " [ 4 2 16 8]\n", - " [ 64 8 2 32]]\n", - "Trial number 599 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [16 32 8 4]\n", - " [ 2 64 16 8]\n", - " [64 4 64 16]]\n", - "Trial number 600 Failed to complete in 500 steps\n", - "[[ 8 2 4 2]\n", - " [ 2 32 8 4]\n", - " [ 16 64 16 8]\n", - " [512 128 64 2]]\n", - "Trial number 601 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 4 32 8 4]\n", - " [ 8 2 16 8]\n", - " [64 16 2 16]]\n", - "Trial number 602 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 32 16 8 4]\n", - " [128 32 16 8]\n", - " [256 128 32 16]]\n", - "Trial number 603 Failed to complete in 500 steps\n", - "[[ 2 4 2 4]\n", - " [32 8 4 2]\n", - " [ 2 32 8 4]\n", - " [64 2 32 8]]\n", - "Trial number 604 Failed to complete in 500 steps\n", - "[[ 2 16 8 2]\n", - " [128 32 16 4]\n", - " [ 4 64 32 16]\n", - " [128 2 64 2]]\n", - "Trial number 605 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 64 2 8 4]\n", - " [ 2 128 32 8]\n", - " [ 16 8 4 32]]\n", - "Trial number 606 Failed to complete in 500 steps\n", - "[[ 32 8 4 2]\n", - " [ 4 32 8 4]\n", - " [ 8 128 16 8]\n", - " [ 64 8 4 16]]\n", - "Trial number 607 Failed to complete in 500 steps\n", - "[[16 8 4 2]\n", - " [32 16 8 4]\n", - " [ 2 32 16 2]\n", - " [16 2 32 4]]\n", - "Trial number 608 Failed to complete in 500 steps\n", - "[[ 16 4 2 4]\n", - " [ 32 2 4 2]\n", - " [ 64 32 2 8]\n", - " [ 2 128 32 4]]\n", - "Trial number 609 Failed to complete in 500 steps\n", - "[[ 16 8 2 4]\n", - " [ 2 32 4 2]\n", - " [256 64 16 8]\n", - " [ 4 128 32 16]]\n", - "Trial number 610 Failed to complete in 500 steps\n", - "[[ 4 16 4 2]\n", - " [ 2 32 8 4]\n", - " [ 4 64 32 8]\n", - " [256 128 64 16]]\n", - "Trial number 611 Failed to complete in 500 steps\n", - "[[ 4 2 8 2]\n", - " [16 4 16 4]\n", - " [32 16 2 8]\n", - " [64 2 32 2]]\n", - "Trial number 612 Failed to complete in 500 steps\n", - "[[ 16 8 2 4]\n", - " [ 64 16 4 2]\n", - " [ 8 32 8 4]\n", - " [ 2 128 32 8]]\n", - "Trial number 613 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 8 4 2 4]\n", - " [ 32 8 16 8]\n", - " [128 32 2 16]]\n", - "Trial number 614 Failed to complete in 500 steps\n", - "[[ 16 2 4 2]\n", - " [ 32 16 8 4]\n", - " [ 64 32 4 2]\n", - " [256 8 32 4]]\n", - "Trial number 615 Failed to complete in 500 steps\n", - "[[16 8 4 2]\n", - " [ 2 16 8 4]\n", - " [32 4 16 8]\n", - " [64 8 64 4]]\n", - "Trial number 616 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [256 64 16 2]\n", - " [ 16 4 32 16]]\n", - "Trial number 617 Failed to complete in 500 steps\n", - "[[ 4 2 8 2]\n", - " [ 8 4 16 4]\n", - " [32 16 8 2]\n", - " [ 4 32 16 4]]\n", - "Trial number 618 Failed to complete in 500 steps\n", - "[[ 4 2 8 4]\n", - " [ 8 32 4 2]\n", - " [ 64 128 16 4]\n", - " [ 2 512 4 16]]\n", - "Trial number 619 Failed to complete in 500 steps\n", - "[[16 8 4 2]\n", - " [32 16 8 4]\n", - " [64 32 16 8]\n", - " [ 8 2 32 16]]\n", - "Trial number 620 Failed to complete in 500 steps\n", - "[[ 8 4 2 4]\n", - " [ 16 2 4 2]\n", - " [ 2 8 16 4]\n", - " [128 64 2 16]]\n", - "Trial number 621 Failed to complete in 500 steps\n", - "[[ 2 4 2 8]\n", - " [32 8 4 2]\n", - " [ 2 32 8 4]\n", - " [ 4 64 16 8]]\n", - "Trial number 622 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 2 4 32 4]\n", - " [ 64 8 2 8]\n", - " [256 32 8 2]]\n", - "Trial number 623 Failed to complete in 500 steps\n", - "[[ 4 16 4 2]\n", - " [ 32 2 8 4]\n", - " [ 8 32 16 8]\n", - " [256 64 32 4]]\n", - "Trial number 624 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [ 4 32 16 8]\n", - " [256 4 32 4]]\n", - "Trial number 625 Failed to complete in 500 steps\n", - "[[ 8 4 2 4]\n", - " [32 16 4 2]\n", - " [ 4 64 16 4]\n", - " [64 8 32 2]]\n", - "Trial number 626 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 8 4 2 4]\n", - " [ 2 16 4 2]\n", - " [ 8 4 32 8]]\n", - "Trial number 627 Failed to complete in 500 steps\n", - "[[ 32 8 4 2]\n", - " [ 64 32 16 4]\n", - " [128 64 32 8]\n", - " [256 32 8 2]]\n", - "Trial number 628 Failed to complete in 500 steps\n", - "[[ 16 2 4 2]\n", - " [ 64 32 8 4]\n", - " [128 64 32 8]\n", - " [256 16 4 2]]\n", - "Trial number 629 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 4 16 8 4]\n", - " [128 32 16 2]\n", - " [ 8 4 2 32]]\n", - "Trial number 630 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 2 32 8 4]\n", - " [128 64 2 16]\n", - " [256 128 64 4]]\n", - "Trial number 631 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 64 16 8 4]\n", - " [128 64 32 8]\n", - " [256 16 4 2]]\n", - "Trial number 632 Failed to complete in 500 steps\n", - "[[ 16 2 8 4]\n", - " [ 32 16 64 2]\n", - " [ 64 32 4 32]\n", - " [256 16 8 2]]\n", - "Trial number 633 Failed to complete in 500 steps\n", - "[[ 4 2 4 2]\n", - " [32 4 2 4]\n", - " [64 16 4 8]\n", - " [ 2 64 32 4]]\n", - "Trial number 634 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [128 32 16 8]\n", - " [ 2 128 32 16]]\n", - "Trial number 635 Failed to complete in 500 steps\n", - "[[ 32 8 2 4]\n", - " [ 4 64 8 2]\n", - " [ 2 32 16 8]\n", - " [512 128 32 2]]\n", - "Trial number 636 Failed to complete in 500 steps\n", - "[[ 16 2 4 2]\n", - " [ 64 16 8 4]\n", - " [128 32 16 8]\n", - " [ 32 2 32 2]]\n", - "Trial number 637 Failed to complete in 500 steps\n", - "[[ 32 16 4 2]\n", - " [ 64 32 8 4]\n", - " [128 64 16 8]\n", - " [ 2 128 32 4]]\n", - "Trial number 638 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 2 32 8 4]\n", - " [128 64 32 16]\n", - " [ 2 256 64 2]]\n", - "Trial number 639 Failed to complete in 500 steps\n", - "[[ 2 16 8 4]\n", - " [ 4 64 32 2]\n", - " [ 8 128 256 16]\n", - " [ 32 16 8 2]]\n", - "Trial number 640 Failed to complete in 500 steps\n", - "[[16 8 4 2]\n", - " [32 16 8 16]\n", - " [ 8 64 32 4]\n", - " [ 2 8 4 2]]\n", - "Trial number 641 Failed to complete in 500 steps\n", - "[[ 4 2 4 2]\n", - " [16 4 8 4]\n", - " [32 8 32 16]\n", - " [ 4 16 8 2]]\n", - "Trial number 642 Failed to complete in 500 steps\n", - "[[ 16 2 4 2]\n", - " [ 32 4 8 4]\n", - " [ 4 16 64 16]\n", - " [ 8 2 128 8]]\n", - "Trial number 643 Failed to complete in 500 steps\n", - "[[ 8 4 2 8]\n", - " [ 16 2 4 2]\n", - " [128 32 8 4]\n", - " [ 4 64 32 2]]\n", - "Trial number 644 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [ 64 32 16 8]\n", - " [ 2 128 32 16]]\n", - "Trial number 645 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [16 2 8 4]\n", - " [32 8 32 2]\n", - " [64 4 16 8]]\n", - "Trial number 646 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 8 2 16 8]\n", - " [32 8 4 16]\n", - " [64 32 8 4]]\n", - "Trial number 647 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 2 8 4]\n", - " [128 4 32 8]\n", - " [ 2 128 4 16]]\n", - "Trial number 648 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 64 16 8 4]\n", - " [128 64 16 8]\n", - " [ 2 128 2 4]]\n", - "Trial number 649 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 64 16 8 4]\n", - " [128 32 4 2]\n", - " [256 4 32 4]]\n", - "Trial number 650 Failed to complete in 500 steps\n", - "[[ 32 8 4 2]\n", - " [ 64 32 8 4]\n", - " [ 2 128 16 8]\n", - " [128 64 32 2]]\n", - "Trial number 651 Failed to complete in 500 steps\n", - "[[16 8 4 2]\n", - " [32 16 8 4]\n", - " [64 8 4 8]\n", - " [ 4 32 8 2]]\n", - "Trial number 652 Failed to complete in 500 steps\n", - "[[32 16 8 2]\n", - " [ 8 64 16 4]\n", - " [64 16 32 16]\n", - " [32 2 8 4]]\n", - "Trial number 653 Failed to complete in 500 steps\n", - "[[ 32 8 4 2]\n", - " [ 64 32 8 4]\n", - " [ 8 64 32 16]\n", - " [256 32 8 4]]\n", - "Trial number 654 Failed to complete in 500 steps\n", - "[[ 4 8 4 2]\n", - " [64 16 8 4]\n", - " [ 2 32 2 8]\n", - " [ 4 64 8 2]]\n", - "Trial number 655 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [ 2 32 4 2]\n", - " [128 64 32 8]]\n", - "Trial number 656 Failed to complete in 500 steps\n", - "[[ 4 8 2 4]\n", - " [ 16 64 16 2]\n", - " [ 8 4 2 4]\n", - " [ 32 128 16 2]]\n", - "Trial number 657 Failed to complete in 500 steps\n", - "[[16 2 4 2]\n", - " [ 2 4 32 8]\n", - " [32 64 16 4]\n", - " [64 2 64 16]]\n", - "Trial number 658 Failed to complete in 500 steps\n", - "[[ 4 8 4 2]\n", - " [ 64 16 8 4]\n", - " [ 2 64 32 8]\n", - " [ 4 256 128 32]]\n", - "Trial number 659 Failed to complete in 500 steps\n", - "[[ 8 4 2 4]\n", - " [ 4 16 4 2]\n", - " [ 16 64 16 4]\n", - " [512 128 64 32]]\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Trial number 660 Failed to complete in 500 steps\n", - "[[32 8 4 2]\n", - " [ 4 16 8 4]\n", - " [64 32 16 2]\n", - " [ 2 64 32 16]]\n", - "Trial number 661 Failed to complete in 500 steps\n", - "[[ 2 16 8 4]\n", - " [ 16 32 16 2]\n", - " [ 64 4 32 4]\n", - " [256 32 2 16]]\n", - "Trial number 662 Failed to complete in 500 steps\n", - "[[ 4 8 4 2]\n", - " [ 64 32 2 4]\n", - " [ 2 64 8 16]\n", - " [ 4 256 64 4]]\n", - "Trial number 663 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 64 16 8 4]\n", - " [128 64 16 2]\n", - " [ 16 4 32 16]]\n", - "Trial number 664 Failed to complete in 500 steps\n", - "[[ 8 2 4 2]\n", - " [64 32 2 4]\n", - " [ 2 64 4 2]\n", - " [32 2 32 8]]\n", - "Trial number 665 Failed to complete in 500 steps\n", - "[[ 32 8 4 2]\n", - " [ 2 64 8 4]\n", - " [128 32 16 8]\n", - " [512 128 32 2]]\n", - "Trial number 666 Failed to complete in 500 steps\n", - "[[ 4 32 4 2]\n", - " [64 4 2 4]\n", - " [ 2 32 16 2]\n", - " [ 4 64 32 4]]\n", - "Trial number 667 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 4 16 8 4]\n", - " [ 8 128 16 8]\n", - " [ 64 16 2 16]]\n", - "Trial number 668 Failed to complete in 500 steps\n", - "[[ 4 16 4 2]\n", - " [ 64 32 8 4]\n", - " [128 64 32 8]\n", - " [256 4 16 2]]\n", - "Trial number 669 Failed to complete in 500 steps\n", - "[[ 8 2 4 2]\n", - " [ 16 8 16 4]\n", - " [ 8 32 2 8]\n", - " [128 16 4 2]]\n", - "Trial number 670 Failed to complete in 500 steps\n", - "[[ 4 2 8 2]\n", - " [ 2 4 16 4]\n", - " [ 4 8 32 2]\n", - " [128 64 2 8]]\n", - "Trial number 671 Failed to complete in 500 steps\n", - "[[ 8 4 2 4]\n", - " [ 32 8 4 2]\n", - " [ 4 32 16 4]\n", - " [128 64 32 16]]\n", - "Trial number 672 Failed to complete in 500 steps\n", - "[[ 32 8 4 2]\n", - " [ 64 16 8 4]\n", - " [128 64 16 2]\n", - " [ 64 128 4 32]]\n", - "Trial number 673 Failed to complete in 500 steps\n", - "[[32 16 4 2]\n", - " [ 4 32 8 4]\n", - " [ 2 64 16 32]\n", - " [64 16 8 2]]\n", - "Trial number 674 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [ 4 64 4 8]\n", - " [256 128 2 32]]\n", - "Trial number 675 Failed to complete in 500 steps\n", - "[[ 8 4 2 4]\n", - " [ 32 16 8 2]\n", - " [128 32 16 4]\n", - " [ 2 128 64 8]]\n", - "Trial number 676 Failed to complete in 500 steps\n", - "[[16 4 2 4]\n", - " [32 16 8 2]\n", - " [64 32 16 8]\n", - " [ 2 64 4 32]]\n", - "Trial number 677 Failed to complete in 500 steps\n", - "[[ 8 4 2 4]\n", - " [16 8 4 2]\n", - " [ 2 64 8 4]\n", - " [ 8 4 16 8]]\n", - "Trial number 678 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 2 32]\n", - " [ 64 32 4 2]\n", - " [ 2 128 8 4]]\n", - "Trial number 679 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 2 8 4]\n", - " [128 32 16 8]\n", - " [256 16 4 2]]\n", - "Trial number 680 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 64 16 8 4]\n", - " [128 4 32 8]\n", - " [ 8 64 8 2]]\n", - "Trial number 681 Failed to complete in 500 steps\n", - "[[ 32 8 2 8]\n", - " [ 64 16 4 2]\n", - " [128 64 8 4]\n", - " [256 4 64 2]]\n", - "Trial number 682 Failed to complete in 500 steps\n", - "[[ 32 8 4 2]\n", - " [ 64 32 8 4]\n", - " [128 64 32 8]\n", - " [256 128 16 2]]\n", - "Trial number 683 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [ 16 32 2 8]\n", - " [128 64 32 4]]\n", - "Trial number 684 Failed to complete in 500 steps\n", - "[[32 8 4 2]\n", - " [ 2 32 8 4]\n", - " [16 4 32 16]\n", - " [32 16 2 4]]\n", - "Trial number 685 Failed to complete in 500 steps\n", - "[[ 4 2 4 2]\n", - " [ 32 4 2 16]\n", - " [ 64 16 8 2]\n", - " [128 64 32 4]]\n", - "Trial number 686 Failed to complete in 500 steps\n", - "[[16 8 2 4]\n", - " [32 16 4 2]\n", - " [ 4 32 8 4]\n", - " [16 8 16 2]]\n", - "Trial number 687 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [128 32 16 8]\n", - " [ 64 16 8 2]]\n", - "Trial number 688 Failed to complete in 500 steps\n", - "[[ 8 2 4 2]\n", - " [ 32 16 2 4]\n", - " [128 32 4 16]\n", - " [256 16 2 4]]\n", - "Trial number 689 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [ 64 32 16 8]\n", - " [256 4 32 2]]\n", - "Trial number 690 Failed to complete in 500 steps\n", - "[[ 2 4 2 8]\n", - " [ 16 8 4 2]\n", - " [ 64 32 16 8]\n", - " [256 64 32 16]]\n", - "Trial number 691 Failed to complete in 500 steps\n", - "[[ 2 4 2 4]\n", - " [ 8 16 4 8]\n", - " [ 2 32 16 2]\n", - " [128 4 64 4]]\n", - "Trial number 692 Failed to complete in 500 steps\n", - "[[ 16 8 2 4]\n", - " [ 32 16 4 2]\n", - " [ 16 8 16 4]\n", - " [256 64 32 2]]\n", - "Trial number 693 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 64 2 8 4]\n", - " [128 64 16 8]\n", - " [256 32 4 2]]\n", - "Trial number 694 Failed to complete in 500 steps\n", - "[[ 16 4 2 4]\n", - " [ 32 2 4 2]\n", - " [ 64 16 2 4]\n", - " [128 64 16 2]]\n", - "Trial number 695 Failed to complete in 500 steps\n", - "[[ 32 2 4 2]\n", - " [ 64 16 8 4]\n", - " [ 2 32 16 8]\n", - " [256 16 8 2]]\n", - "Trial number 696 Failed to complete in 500 steps\n", - "[[ 32 8 4 2]\n", - " [ 64 16 8 4]\n", - " [ 2 64 32 8]\n", - " [256 128 4 2]]\n", - "Trial number 697 Failed to complete in 500 steps\n", - "[[ 16 4 2 4]\n", - " [ 32 16 8 2]\n", - " [128 8 2 4]\n", - " [ 2 64 32 2]]\n", - "Trial number 698 Failed to complete in 500 steps\n", - "[[ 2 4 2 4]\n", - " [ 64 16 8 2]\n", - " [128 32 16 4]\n", - " [256 64 32 2]]\n", - "Trial number 699 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [128 4 2 8]\n", - " [ 2 128 32 4]]\n", - "Trial number 700 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [128 32 2 8]\n", - " [ 32 2 4 2]]\n", - "Trial number 701 Failed to complete in 500 steps\n", - "[[ 2 8 2 4]\n", - " [ 4 32 8 2]\n", - " [ 16 2 16 8]\n", - " [128 4 32 2]]\n", - "Trial number 702 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 4 16 8 4]\n", - " [ 8 32 16 8]\n", - " [256 64 32 2]]\n", - "Trial number 703 Failed to complete in 500 steps\n", - "[[16 8 4 2]\n", - " [ 2 32 8 4]\n", - " [16 4 64 8]\n", - " [ 4 32 8 4]]\n", - "Trial number 704 Failed to complete in 500 steps\n", - "[[ 16 4 2 4]\n", - " [ 64 32 4 2]\n", - " [ 4 64 32 16]\n", - " [256 128 8 4]]\n", - "Trial number 705 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 8 2 8 4]\n", - " [ 16 8 32 16]\n", - " [128 16 8 2]]\n", - "Trial number 706 Failed to complete in 500 steps\n", - "[[ 32 8 4 2]\n", - " [ 64 16 8 4]\n", - " [128 64 32 8]\n", - " [256 2 64 2]]\n", - "Trial number 707 Failed to complete in 500 steps\n", - "[[ 16 2 4 2]\n", - " [ 32 16 8 4]\n", - " [ 64 32 2 16]\n", - " [256 64 4 2]]\n", - "Trial number 708 Failed to complete in 500 steps\n", - "[[ 32 16 2 4]\n", - " [ 2 32 16 8]\n", - " [ 4 128 32 2]\n", - " [ 64 8 16 8]]\n", - "Trial number 709 Failed to complete in 500 steps\n", - "[[ 4 2 4 2]\n", - " [ 2 16 8 4]\n", - " [128 32 16 8]\n", - " [ 2 64 32 16]]\n", - "Trial number 710 Failed to complete in 500 steps\n", - "[[ 64 8 2 4]\n", - " [128 16 8 2]\n", - " [ 8 32 16 8]\n", - " [ 4 64 32 2]]\n", - "Trial number 711 Failed to complete in 500 steps\n", - "[[16 8 4 2]\n", - " [32 16 8 4]\n", - " [64 32 16 8]\n", - " [ 2 64 32 16]]\n", - "Trial number 712 Failed to complete in 500 steps\n", - "[[32 8 4 2]\n", - " [ 8 32 16 4]\n", - " [16 64 32 2]\n", - " [32 16 8 4]]\n", - "Trial number 713 Failed to complete in 500 steps\n", - "[[ 4 2 4 2]\n", - " [ 64 8 2 4]\n", - " [128 64 32 8]\n", - " [ 2 128 64 32]]\n", - "Trial number 714 Failed to complete in 500 steps\n", - "[[ 4 2 8 2]\n", - " [ 32 8 2 4]\n", - " [ 2 16 8 2]\n", - " [128 64 16 4]]\n", - "Trial number 715 Failed to complete in 500 steps\n", - "[[ 4 16 2 4]\n", - " [ 8 32 4 2]\n", - " [32 2 32 8]\n", - " [64 32 2 16]]\n", - "Trial number 716 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 4 16 8 4]\n", - " [ 8 32 16 8]\n", - " [64 4 32 16]]\n", - "Trial number 717 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 64 4 2 4]\n", - " [ 16 64 16 32]\n", - " [256 2 64 4]]\n", - "Trial number 718 Failed to complete in 500 steps\n", - "[[ 8 2 4 2]\n", - " [ 32 4 2 8]\n", - " [128 16 8 2]\n", - " [ 2 64 32 16]]\n", - "Trial number 719 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 32 16 8 4]\n", - " [ 2 64 32 8]\n", - " [128 16 2 16]]\n", - "Trial number 720 Failed to complete in 500 steps\n", - "[[ 2 16 4 2]\n", - " [ 8 4 2 4]\n", - " [128 8 32 8]\n", - " [ 8 128 2 16]]\n", - "Trial number 721 Failed to complete in 500 steps\n", - "[[ 8 2 8 2]\n", - " [ 32 4 2 4]\n", - " [128 32 8 32]\n", - " [256 128 64 2]]\n", - "Trial number 722 Failed to complete in 500 steps\n", - "[[ 2 16 2 4]\n", - " [ 4 8 4 2]\n", - " [32 2 8 4]\n", - " [ 2 16 4 2]]\n", - "Trial number 723 Failed to complete in 500 steps\n", - "[[ 8 2 4 2]\n", - " [ 64 16 8 4]\n", - " [128 32 16 8]\n", - " [ 2 128 2 16]]\n", - "Trial number 724 Failed to complete in 500 steps\n", - "[[ 8 4 2 4]\n", - " [64 32 16 2]\n", - " [ 4 2 32 16]\n", - " [32 8 4 2]]\n", - "Trial number 725 Failed to complete in 500 steps\n", - "[[ 16 8 2 4]\n", - " [ 32 16 4 2]\n", - " [ 64 32 16 8]\n", - " [256 16 4 2]]\n", - "Trial number 726 Failed to complete in 500 steps\n", - "[[ 16 8 2 4]\n", - " [ 64 32 8 2]\n", - " [ 16 2 16 4]\n", - " [128 16 2 16]]\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Trial number 727 Failed to complete in 500 steps\n", - "[[16 8 4 2]\n", - " [32 16 8 4]\n", - " [64 32 16 8]\n", - " [ 4 64 2 32]]\n", - "Trial number 728 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 64 2 8 4]\n", - " [128 32 16 8]\n", - " [ 2 64 32 2]]\n", - "Trial number 729 Failed to complete in 500 steps\n", - "[[ 16 8 2 4]\n", - " [ 64 32 8 16]\n", - " [ 4 64 2 4]\n", - " [256 128 32 2]]\n", - "Trial number 730 Failed to complete in 500 steps\n", - "[[ 16 2 8 4]\n", - " [ 32 16 4 2]\n", - " [ 2 32 16 4]\n", - " [128 64 32 2]]\n", - "Trial number 731 Failed to complete in 500 steps\n", - "[[ 4 16 4 2]\n", - " [64 32 8 4]\n", - " [ 4 64 16 8]\n", - " [64 2 32 2]]\n", - "Trial number 732 Failed to complete in 500 steps\n", - "[[ 16 2 8 4]\n", - " [ 32 8 4 2]\n", - " [ 4 32 8 4]\n", - " [128 4 32 8]]\n", - "Trial number 733 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [ 64 32 16 8]\n", - " [256 8 32 16]]\n", - "Trial number 734 Failed to complete in 500 steps\n", - "[[ 8 4 2 4]\n", - " [ 16 8 4 8]\n", - " [ 2 16 64 16]\n", - " [256 8 2 4]]\n", - "Trial number 735 Failed to complete in 500 steps\n", - "[[ 32 8 4 2]\n", - " [ 4 16 8 4]\n", - " [128 64 32 8]\n", - " [ 8 4 2 16]]\n", - "Trial number 736 Failed to complete in 500 steps\n", - "[[ 16 2 4 2]\n", - " [ 64 16 2 4]\n", - " [ 2 64 32 8]\n", - " [ 32 128 8 4]]\n", - "Trial number 737 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 16]\n", - " [ 2 32 16 4]\n", - " [128 64 32 2]]\n", - "Trial number 738 Failed to complete in 500 steps\n", - "[[16 2 8 4]\n", - " [64 8 4 2]\n", - " [ 4 32 8 4]\n", - " [ 2 16 4 2]]\n", - "Trial number 739 Failed to complete in 500 steps\n", - "[[16 8 4 2]\n", - " [32 16 8 4]\n", - " [ 2 32 16 8]\n", - " [ 8 2 32 2]]\n", - "Trial number 740 Failed to complete in 500 steps\n", - "[[ 8 4 8 4]\n", - " [ 64 16 32 2]\n", - " [128 64 2 8]\n", - " [ 32 16 4 2]]\n", - "Trial number 741 Failed to complete in 500 steps\n", - "[[ 16 2 4 2]\n", - " [ 64 16 2 4]\n", - " [128 32 16 2]\n", - " [ 8 128 64 8]]\n", - "Trial number 742 Failed to complete in 500 steps\n", - "[[ 16 4 2 4]\n", - " [ 32 16 8 2]\n", - " [128 32 16 4]\n", - " [ 2 64 32 8]]\n", - "Trial number 743 Failed to complete in 500 steps\n", - "[[ 2 4 16 2]\n", - " [ 32 16 8 4]\n", - " [256 32 16 8]\n", - " [ 32 128 64 16]]\n", - "Trial number 744 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 64 32 8 4]\n", - " [256 64 32 8]\n", - " [ 2 128 4 32]]\n", - "Trial number 745 Failed to complete in 500 steps\n", - "[[ 4 2 4 2]\n", - " [ 64 8 2 4]\n", - " [ 8 128 16 2]\n", - " [ 32 256 64 16]]\n", - "Trial number 746 Failed to complete in 500 steps\n", - "[[ 2 4 2 8]\n", - " [ 16 8 4 2]\n", - " [ 4 32 16 8]\n", - " [ 64 4 128 2]]\n", - "Trial number 747 Failed to complete in 500 steps\n", - "[[ 2 4 2 4]\n", - " [ 16 32 4 2]\n", - " [ 4 16 8 4]\n", - " [128 64 32 8]]\n", - "Trial number 748 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 4 32 8 4]\n", - " [ 16 64 16 8]\n", - " [ 32 128 4 32]]\n", - "Trial number 749 Failed to complete in 500 steps\n", - "[[ 32 16 4 2]\n", - " [ 64 32 8 4]\n", - " [128 64 32 8]\n", - " [ 4 32 16 2]]\n", - "Trial number 750 Failed to complete in 500 steps\n", - "[[16 8 2 4]\n", - " [64 32 16 2]\n", - " [ 2 64 32 16]\n", - " [ 8 2 8 4]]\n", - "Trial number 751 Failed to complete in 500 steps\n", - "[[ 16 2 4 2]\n", - " [ 8 4 8 4]\n", - " [ 32 8 32 16]\n", - " [128 16 4 2]]\n", - "Trial number 752 Failed to complete in 500 steps\n", - "[[16 8 2 4]\n", - " [32 16 8 2]\n", - " [ 2 64 32 4]\n", - " [32 16 8 2]]\n", - "Trial number 753 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 4 16 8 4]\n", - " [ 8 64 4 2]\n", - " [256 4 32 4]]\n", - "Trial number 754 Failed to complete in 500 steps\n", - "[[ 32 2 4 2]\n", - " [ 64 4 8 4]\n", - " [128 64 16 8]\n", - " [512 128 4 2]]\n", - "Trial number 755 Failed to complete in 500 steps\n", - "[[ 16 4 2 4]\n", - " [ 64 16 32 2]\n", - " [ 2 32 2 4]\n", - " [128 64 4 2]]\n", - "Trial number 756 Failed to complete in 500 steps\n", - "[[ 4 2 4 2]\n", - " [ 16 4 8 4]\n", - " [ 64 32 16 8]\n", - " [128 2 8 2]]\n", - "Trial number 757 Failed to complete in 500 steps\n", - "[[ 16 4 2 4]\n", - " [ 32 16 8 2]\n", - " [ 2 64 16 4]\n", - " [128 4 128 2]]\n", - "Trial number 758 Failed to complete in 500 steps\n", - "[[ 8 4 2 4]\n", - " [ 32 16 4 2]\n", - " [ 2 32 16 8]\n", - " [128 2 64 2]]\n", - "Trial number 759 Failed to complete in 500 steps\n", - "[[ 16 4 2 4]\n", - " [ 4 32 8 2]\n", - " [ 64 2 32 16]\n", - " [128 32 8 4]]\n", - "Trial number 760 Failed to complete in 500 steps\n", - "[[ 8 2 4 2]\n", - " [ 16 4 2 4]\n", - " [ 64 32 8 16]\n", - " [256 4 16 4]]\n", - "Trial number 761 Failed to complete in 500 steps\n", - "[[ 32 8 4 2]\n", - " [ 64 16 8 4]\n", - " [256 64 16 8]\n", - " [ 32 2 32 2]]\n", - "Trial number 762 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 32 16 8 4]\n", - " [ 64 2 32 2]\n", - " [256 8 64 4]]\n", - "Trial number 763 Failed to complete in 500 steps\n", - "[[ 2 16 8 2]\n", - " [ 16 32 16 4]\n", - " [128 64 32 8]\n", - " [ 2 4 64 2]]\n", - "Trial number 764 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [128 32 16 2]\n", - " [256 128 64 8]]\n", - "Trial number 765 Failed to complete in 500 steps\n", - "[[ 16 8 2 4]\n", - " [ 32 16 4 2]\n", - " [ 8 64 8 4]\n", - " [128 8 4 2]]\n", - "Trial number 766 Failed to complete in 500 steps\n", - "[[ 16 2 8 4]\n", - " [ 64 16 4 2]\n", - " [256 64 16 4]\n", - " [ 64 16 4 2]]\n", - "Trial number 767 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 8 16 2 4]\n", - " [16 4 8 2]\n", - " [64 8 2 4]]\n", - "Trial number 768 Failed to complete in 500 steps\n", - "[[ 32 8 4 2]\n", - " [ 64 16 8 4]\n", - " [128 32 16 8]\n", - " [ 2 64 32 2]]\n", - "Trial number 769 Failed to complete in 500 steps\n", - "[[ 32 8 4 2]\n", - " [ 64 32 8 4]\n", - " [128 64 16 8]\n", - " [ 64 16 4 2]]\n", - "Trial number 770 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [128 32 16 2]\n", - " [ 8 4 2 8]]\n", - "Trial number 771 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [ 4 64 4 2]\n", - " [ 64 128 8 4]]\n", - "Trial number 772 Failed to complete in 500 steps\n", - "[[ 4 2 8 4]\n", - " [ 16 4 16 8]\n", - " [ 32 16 4 2]\n", - " [256 4 2 32]]\n", - "Trial number 773 Failed to complete in 500 steps\n", - "[[ 8 4 2 4]\n", - " [ 16 2 8 16]\n", - " [ 32 4 2 4]\n", - " [128 64 16 2]]\n", - "Trial number 774 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [ 64 8 16 8]\n", - " [256 64 32 2]]\n", - "Trial number 775 Failed to complete in 500 steps\n", - "[[ 8 2 4 2]\n", - " [ 32 16 8 4]\n", - " [128 32 16 8]\n", - " [256 2 32 4]]\n", - "Trial number 776 Failed to complete in 500 steps\n", - "[[ 4 2 4 2]\n", - " [64 32 8 4]\n", - " [ 2 64 32 16]\n", - " [16 2 16 4]]\n", - "Trial number 777 Failed to complete in 500 steps\n", - "[[ 32 2 4 2]\n", - " [128 32 8 4]\n", - " [ 4 128 32 16]\n", - " [128 2 64 4]]\n", - "Trial number 778 Failed to complete in 500 steps\n", - "[[32 8 2 4]\n", - " [64 32 16 2]\n", - " [ 2 64 32 16]\n", - " [64 16 4 2]]\n", - "Trial number 779 Failed to complete in 500 steps\n", - "[[ 32 2 4 2]\n", - " [ 64 32 8 4]\n", - " [128 64 16 8]\n", - " [ 64 16 8 4]]\n", - "Trial number 780 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 64 32 8 4]\n", - " [128 64 16 8]\n", - " [256 128 64 4]]\n", - "Trial number 781 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 4 16 8 4]\n", - " [128 32 2 8]\n", - " [ 8 2 32 2]]\n", - "Trial number 782 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 4 32 8 4]\n", - " [128 64 32 8]\n", - " [256 32 16 2]]\n", - "Trial number 783 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 64 32 8 4]\n", - " [128 8 16 8]\n", - " [ 4 32 8 16]]\n", - "Trial number 784 Failed to complete in 500 steps\n", - "[[ 16 4 2 4]\n", - " [ 2 16 8 2]\n", - " [ 16 32 16 4]\n", - " [256 4 2 16]]\n", - "Trial number 785 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 64 16 8 4]\n", - " [ 2 32 16 8]\n", - " [128 64 4 2]]\n", - "Trial number 786 Failed to complete in 500 steps\n", - "[[ 8 4 2 4]\n", - " [32 8 4 2]\n", - " [ 4 32 8 4]\n", - " [16 2 32 8]]\n", - "Trial number 787 Failed to complete in 500 steps\n", - "[[ 4 2 4 2]\n", - " [ 16 4 2 4]\n", - " [ 32 16 4 8]\n", - " [128 64 16 2]]\n", - "Trial number 788 Failed to complete in 500 steps\n", - "[[ 16 2 4 2]\n", - " [ 64 8 2 8]\n", - " [128 16 4 16]\n", - " [ 2 128 8 2]]\n", - "Trial number 789 Failed to complete in 500 steps\n", - "[[ 4 8 4 2]\n", - " [ 64 2 8 4]\n", - " [128 64 32 8]\n", - " [ 32 8 4 2]]\n", - "Trial number 790 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [128 32 16 8]\n", - " [256 64 32 2]]\n", - "Trial number 791 Failed to complete in 500 steps\n", - "[[ 8 4 2 4]\n", - " [16 8 4 8]\n", - " [ 2 32 2 16]\n", - " [16 64 32 4]]\n", - "Trial number 792 Failed to complete in 500 steps\n", - "[[ 16 8 4 8]\n", - " [128 16 8 2]\n", - " [256 32 64 4]\n", - " [ 2 128 16 2]]\n", - "Trial number 793 Failed to complete in 500 steps\n", - "[[16 8 4 2]\n", - " [32 16 8 16]\n", - " [64 32 2 4]\n", - " [ 4 64 4 2]]\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Trial number 794 Failed to complete in 500 steps\n", - "[[ 8 4 2 4]\n", - " [16 8 4 2]\n", - " [32 16 8 16]\n", - " [ 8 32 4 2]]\n", - "Trial number 795 Failed to complete in 500 steps\n", - "[[ 16 2 4 2]\n", - " [ 32 16 8 4]\n", - " [ 16 2 16 8]\n", - " [128 64 4 16]]\n", - "Trial number 796 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [128 64 16 8]\n", - " [ 4 128 4 2]]\n", - "Trial number 797 Failed to complete in 500 steps\n", - "[[ 8 4 2 4]\n", - " [ 64 32 16 2]\n", - " [128 64 32 8]\n", - " [ 8 128 4 16]]\n", - "Trial number 798 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 2 32 8 4]\n", - " [128 2 32 16]\n", - " [ 64 16 4 2]]\n", - "Trial number 799 Failed to complete in 500 steps\n", - "[[ 8 2 8 2]\n", - " [32 8 32 4]\n", - " [64 32 16 8]\n", - " [32 8 2 16]]\n", - "Failed to complete in 500 steps\n", - "[[ 32 4 2 4]\n", - " [128 8 8 2]\n", - " [256 64 16 8]\n", - " [512 128 2 16]]\n", - "Trial number 801 Failed to complete in 500 steps\n", - "[[ 16 2 8 2]\n", - " [ 2 16 64 8]\n", - " [ 4 64 2 16]\n", - " [256 2 64 2]]\n", - "Trial number 802 Failed to complete in 500 steps\n", + " [ 4 8 64 8]\n", + " [ 8 64 128 16]\n", + " [ 16 4 8 2]]\n", + "Trial number 1 Failed to complete in 500 steps\n", + "[[ 2 4 16 2]\n", + " [ 8 16 4 16]\n", + " [16 32 8 2]\n", + " [ 2 8 32 16]]\n", + "Trial number 2 Failed to complete in 500 steps\n", "[[ 4 2 4 2]\n", - " [ 16 4 8 4]\n", - " [128 16 32 16]\n", - " [ 4 64 4 32]]\n", - "Trial number 803 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 32 2 16 4]\n", - " [ 2 4 64 16]\n", - " [ 8 128 4 2]]\n", - "Trial number 804 Failed to complete in 500 steps\n", - "[[ 8 2 4 2]\n", - " [ 16 8 2 4]\n", - " [ 64 16 4 8]\n", - " [128 32 16 4]]\n", - "Trial number 805 Failed to complete in 500 steps\n", - "[[16 8 4 2]\n", - " [ 2 16 8 4]\n", - " [16 2 16 32]\n", - " [ 4 32 8 2]]\n", - "Trial number 806 Failed to complete in 500 steps\n", - "[[ 16 2 4 2]\n", - " [ 32 16 8 4]\n", - " [ 64 32 16 2]\n", - " [256 8 2 8]]\n", - "Trial number 807 Failed to complete in 500 steps\n", - "[[ 2 4 2 4]\n", - " [ 4 16 8 2]\n", - " [ 64 32 4 8]\n", - " [ 8 128 16 2]]\n", - "Trial number 808 Failed to complete in 500 steps\n", - "[[ 4 8 4 2]\n", - " [ 64 16 8 4]\n", - " [ 2 32 16 8]\n", - " [ 4 128 64 16]]\n", - "Trial number 809 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 4 2 16 8]\n", - " [ 16 32 8 2]\n", - " [ 2 128 16 4]]\n", - "Trial number 810 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [ 64 32 16 8]\n", - " [128 64 32 2]]\n", - "Trial number 811 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 64 2 8 4]\n", - " [ 4 64 2 8]\n", - " [ 16 128 64 32]]\n", - "Trial number 812 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 8 4 16 8]\n", - " [32 16 8 2]\n", - " [64 32 16 8]]\n", - "Trial number 813 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [32 16 8 4]\n", - " [64 32 16 8]\n", - " [ 8 2 8 2]]\n", - "Trial number 814 Failed to complete in 500 steps\n", - "[[ 32 4 2 4]\n", - " [ 4 16 8 2]\n", - " [ 2 64 32 4]\n", - " [ 32 128 64 32]]\n", - "Trial number 815 Failed to complete in 500 steps\n", - "[[ 8 4 2 4]\n", - " [ 32 16 8 2]\n", - " [128 32 16 4]\n", - " [ 4 2 32 16]]\n", - "Trial number 816 Failed to complete in 500 steps\n", - "[[ 2 4 2 8]\n", - " [ 16 8 4 2]\n", - " [ 64 16 8 4]\n", - " [256 128 32 16]]\n", - "Trial number 817 Failed to complete in 500 steps\n", - "[[ 2 16 8 2]\n", - " [ 64 32 16 8]\n", - " [128 64 32 16]\n", - " [256 128 4 2]]\n", - "Trial number 818 Failed to complete in 500 steps\n", - "[[ 4 8 4 2]\n", - " [ 32 16 8 4]\n", - " [ 64 32 16 8]\n", - " [256 64 32 16]]\n", - "Trial number 819 Failed to complete in 500 steps\n", - "[[ 2 4 32 4]\n", - " [64 16 8 2]\n", - " [ 4 32 16 4]\n", - " [16 2 32 16]]\n", - "Trial number 820 Failed to complete in 500 steps\n", - "[[ 2 16 8 4]\n", - " [ 32 2 4 2]\n", - " [128 32 8 4]\n", - " [256 64 16 8]]\n", - "Trial number 821 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 8 16 2 8]\n", - " [32 8 32 2]\n", - " [ 8 64 2 4]]\n", - "Trial number 822 Failed to complete in 500 steps\n", + " [ 16 128 32 4]\n", + " [ 8 2 8 64]\n", + " [ 2 16 2 4]]\n", + "Trial number 3 Failed to complete in 500 steps\n", "[[ 2 8 4 2]\n", - " [ 32 16 8 4]\n", - " [ 8 32 16 8]\n", - " [512 128 32 16]]\n", - "Trial number 823 Failed to complete in 500 steps\n", - "[[ 4 2 16 2]\n", - " [ 32 8 2 4]\n", - " [ 8 16 8 2]\n", - " [256 64 16 4]]\n", - "Trial number 824 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [16 4 2 4]\n", - " [32 16 8 2]\n", - " [64 32 16 8]]\n", - "Trial number 825 Failed to complete in 500 steps\n", - "[[ 4 2 8 2]\n", - " [ 8 32 2 8]\n", - " [ 32 16 4 2]\n", - " [ 8 128 32 4]]\n", - "Trial number 826 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 2 4]\n", - " [ 2 32 16 2]\n", - " [256 64 32 8]]\n", - "Trial number 827 Failed to complete in 500 steps\n", - "[[ 4 8 2 4]\n", - " [ 64 16 8 2]\n", - " [ 2 64 16 4]\n", - " [ 4 256 64 8]]\n", - "Trial number 828 Failed to complete in 500 steps\n", - "[[ 16 2 4 2]\n", - " [ 2 4 8 4]\n", - " [ 8 32 4 2]\n", - " [128 64 8 4]]\n", - "Trial number 829 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 2 16 8 4]\n", - " [ 64 32 16 2]\n", - " [128 4 64 8]]\n", - "Trial number 830 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [128 64 16 8]\n", - " [ 2 128 4 16]]\n", - "Trial number 831 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 2 16 8 4]\n", - " [ 8 2 32 8]\n", - " [ 2 256 128 32]]\n", - "Trial number 832 Failed to complete in 500 steps\n", - "[[ 2 16 4 2]\n", - " [ 4 2 16 8]\n", - " [128 32 4 2]\n", - " [256 64 8 4]]\n", - "Trial number 833 Failed to complete in 500 steps\n", - "[[ 2 4 2 4]\n", - " [ 4 16 8 16]\n", - " [128 2 4 2]\n", - " [256 128 32 8]]\n", - "Trial number 834 Failed to complete in 500 steps\n", - "[[ 2 16 4 2]\n", - " [ 64 32 8 4]\n", - " [ 4 64 32 8]\n", - " [128 8 4 32]]\n", - "Trial number 835 Failed to complete in 500 steps\n", + " [ 8 2 16 4]\n", + " [ 16 32 64 32]\n", + " [ 2 64 128 4]]\n", + "Trial number 4 Failed to complete in 500 steps\n", + "[[ 2 8 2 8]\n", + " [ 8 16 8 16]\n", + " [ 2 4 16 32]\n", + " [ 8 32 64 2]]\n", + "Trial number 5 Failed to complete in 500 steps\n", "[[ 2 4 2 8]\n", - " [32 16 4 2]\n", - " [64 32 16 4]\n", - " [ 4 8 32 16]]\n", - "Trial number 836 Failed to complete in 500 steps\n", - "[[ 4 2 8 4]\n", - " [ 2 16 4 2]\n", - " [ 4 64 8 4]\n", - " [16 4 2 8]]\n", - "Trial number 837 Failed to complete in 500 steps\n", - "[[ 8 2 4 2]\n", - " [ 32 64 16 4]\n", - " [ 4 32 8 2]\n", - " [256 64 32 8]]\n", - "Trial number 838 Failed to complete in 500 steps\n", - "[[ 4 8 4 2]\n", - " [ 8 16 8 4]\n", - " [ 32 2 16 8]\n", - " [128 16 2 16]]\n", - "Trial number 839 Failed to complete in 500 steps\n", - "[[ 32 16 4 2]\n", - " [ 2 4 32 4]\n", - " [ 64 16 8 2]\n", - " [256 32 16 8]]\n", - "Trial number 840 Failed to complete in 500 steps\n", - "[[ 2 16 8 4]\n", - " [ 4 2 16 2]\n", - " [ 2 16 8 4]\n", - " [256 128 32 16]]\n", - "Trial number 841 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 4 16 8 4]\n", - " [ 16 32 16 8]\n", - " [256 128 64 32]]\n", - "Trial number 842 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 32 16 8 4]\n", - " [128 64 32 2]\n", - " [ 4 128 64 32]]\n", - "Trial number 843 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [128 64 2 8]\n", - " [ 4 128 64 32]]\n", - "Trial number 844 Failed to complete in 500 steps\n", - "[[ 2 8 2 4]\n", - " [ 64 16 4 2]\n", - " [ 4 32 16 8]\n", - " [ 16 128 32 16]]\n", - "Trial number 845 Failed to complete in 500 steps\n", - "[[ 8 4 2 4]\n", - " [32 16 4 2]\n", - " [64 32 8 4]\n", - " [ 4 64 32 8]]\n", - "Trial number 846 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 8 16 8 4]\n", - " [ 16 128 16 8]\n", - " [128 4 64 32]]\n", - "Trial number 847 Failed to complete in 500 steps\n", - "[[ 2 4 2 4]\n", - " [ 32 16 4 2]\n", - " [128 32 16 8]\n", - " [ 2 128 32 16]]\n", - "Trial number 848 Failed to complete in 500 steps\n", - "[[ 4 2 4 2]\n", - " [ 64 8 2 4]\n", - " [256 64 32 8]\n", - " [ 64 16 4 16]]\n", - "Trial number 849 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 4 32 8 4]\n", - " [ 64 2 32 8]\n", - " [ 4 128 8 16]]\n", - "Trial number 850 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 2 16 2 4]\n", - " [ 4 32 16 8]\n", - " [256 64 32 16]]\n", - "Trial number 851 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [64 32 8 4]\n", - " [16 2 64 8]\n", - " [64 4 2 16]]\n", - "Trial number 852 Failed to complete in 500 steps\n", - "[[16 4 2 4]\n", - " [32 8 4 2]\n", - " [ 2 64 16 4]\n", - " [ 8 2 32 16]]\n", - "Trial number 853 Failed to complete in 500 steps\n", - "[[ 2 4 16 2]\n", - " [ 64 16 8 4]\n", - " [ 8 32 16 8]\n", - " [ 16 512 32 16]]\n", - "Trial number 854 Failed to complete in 500 steps\n", - "[[ 2 16 4 2]\n", - " [ 4 32 16 8]\n", - " [128 4 32 16]\n", - " [ 8 128 64 32]]\n", - "Trial number 855 Failed to complete in 500 steps\n", - "[[ 32 8 4 2]\n", - " [ 4 32 8 4]\n", - " [ 32 128 32 2]\n", - " [ 64 2 64 32]]\n", - "Trial number 856 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 8 16 2 8]\n", - " [ 64 8 4 16]\n", - " [128 16 8 2]]\n", - "Trial number 857 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [128 2 32 16]\n", - " [ 2 32 64 2]]\n", - "Trial number 858 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [128 32 16 8]\n", - " [ 2 64 8 2]]\n", - "Trial number 859 Failed to complete in 500 steps\n", - "[[ 4 2 4 2]\n", - " [ 32 16 8 4]\n", - " [128 64 32 8]\n", - " [ 2 256 8 16]]\n", - "Trial number 860 Failed to complete in 500 steps\n", - "[[ 8 2 4 2]\n", - " [16 4 16 4]\n", - " [32 16 2 32]\n", - " [64 4 16 4]]\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Trial number 861 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 64 32 16 4]\n", - " [128 64 32 16]\n", - " [ 2 128 64 4]]\n", - "Trial number 862 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [32 16 8 4]\n", - " [ 4 64 32 8]\n", - " [64 32 4 2]]\n", - "Trial number 863 Failed to complete in 500 steps\n", - "[[ 32 8 2 4]\n", - " [128 16 8 2]\n", - " [ 64 32 16 4]\n", - " [256 2 64 2]]\n", - "Trial number 864 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [128 64 16 8]\n", - " [ 64 8 2 16]]\n", - "Trial number 865 Failed to complete in 500 steps\n", - "[[ 32 8 4 2]\n", - " [ 64 32 8 4]\n", - " [128 64 16 2]\n", - " [ 64 16 8 4]]\n", - "Trial number 866 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 2 32 16 4]\n", - " [ 4 2 32 8]\n", - " [128 64 2 16]]\n", - "Trial number 867 Failed to complete in 500 steps\n", - "[[ 16 8 2 4]\n", - " [ 32 2 8 2]\n", - " [ 64 32 4 8]\n", - " [128 64 16 2]]\n", - "Trial number 868 Failed to complete in 500 steps\n", - "[[32 8 4 2]\n", - " [64 16 2 4]\n", - " [ 2 32 16 2]\n", - " [ 4 64 32 8]]\n", - "Trial number 869 Failed to complete in 500 steps\n", - "[[ 8 2 4 2]\n", - " [ 64 8 2 4]\n", - " [ 4 64 16 8]\n", - " [ 16 128 32 16]]\n", - "Trial number 870 Failed to complete in 500 steps\n", - "[[ 2 8 2 4]\n", - " [ 32 16 8 2]\n", - " [128 64 16 4]\n", - " [ 32 16 4 16]]\n", - "Trial number 871 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 64 16 8 4]\n", - " [ 2 32 16 8]\n", - " [ 4 128 32 16]]\n", - "Trial number 872 Failed to complete in 500 steps\n", - "[[ 4 8 4 2]\n", - " [ 32 16 8 4]\n", - " [ 64 2 16 8]\n", - " [256 64 32 16]]\n", - "Trial number 873 Failed to complete in 500 steps\n", - "[[ 16 8 2 4]\n", - " [ 32 16 8 2]\n", - " [256 64 16 4]\n", - " [ 16 8 4 2]]\n", - "Trial number 874 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 4 16 8 4]\n", - " [ 16 2 64 8]\n", - " [128 32 2 32]]\n", - "Trial number 875 Failed to complete in 500 steps\n", - "[[ 4 8 2 4]\n", - " [64 16 4 2]\n", - " [ 4 64 16 8]\n", - " [32 4 32 16]]\n", - "Trial number 876 Failed to complete in 500 steps\n", - "[[ 2 16 4 2]\n", - " [ 4 64 8 4]\n", - " [128 2 32 2]\n", - " [ 16 8 2 32]]\n", - "Trial number 877 Failed to complete in 500 steps\n", - "[[ 32 2 4 2]\n", - " [ 4 64 32 4]\n", - " [128 2 16 2]\n", - " [256 4 64 8]]\n", - "Trial number 878 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 64 16 8 4]\n", - " [128 64 16 8]\n", - " [512 16 8 2]]\n", - "Trial number 879 Failed to complete in 500 steps\n", - "[[16 8 4 2]\n", - " [ 2 16 8 4]\n", - " [ 8 2 16 8]\n", - " [32 16 4 16]]\n", - "Trial number 880 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 32 4 2 4]\n", - " [128 32 4 2]\n", - " [512 128 32 8]]\n", - "Trial number 881 Failed to complete in 500 steps\n", - "[[16 8 4 2]\n", - " [ 2 16 8 4]\n", - " [32 2 32 8]\n", - " [64 16 64 2]]\n", - "Trial number 882 Failed to complete in 500 steps\n", - "[[ 16 2 4 2]\n", - " [ 32 4 2 4]\n", - " [ 64 16 4 8]\n", - " [256 2 16 2]]\n", - "Trial number 883 Failed to complete in 500 steps\n", - "[[ 8 2 4 2]\n", - " [ 16 4 8 4]\n", - " [ 32 8 4 2]\n", - " [128 4 32 16]]\n", - "Trial number 884 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 2 4]\n", - " [ 64 32 16 2]\n", - " [256 8 2 4]]\n", - "Trial number 885 Failed to complete in 500 steps\n", - "[[ 16 4 2 4]\n", - " [ 32 16 4 2]\n", - " [ 64 32 16 4]\n", - " [256 64 32 2]]\n", - "Trial number 886 Failed to complete in 500 steps\n", - "[[ 2 16 4 2]\n", - " [ 4 32 8 4]\n", - " [32 2 16 8]\n", - " [16 4 2 4]]\n", - "Trial number 887 Failed to complete in 500 steps\n", - "[[ 16 8 2 4]\n", - " [ 64 16 8 2]\n", - " [128 32 16 8]\n", - " [256 128 32 2]]\n", - "Trial number 888 Failed to complete in 500 steps\n", - "[[ 16 4 8 2]\n", - " [ 64 32 16 4]\n", - " [ 4 128 2 8]\n", - " [256 16 8 2]]\n", - "Trial number 889 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 2 8]\n", - " [ 4 32 8 2]\n", - " [128 2 64 8]]\n", - "Trial number 890 Failed to complete in 500 steps\n", - "[[ 4 2 4 2]\n", - " [ 8 4 2 4]\n", - " [32 16 8 16]\n", - " [64 32 16 4]]\n", - "Trial number 891 Failed to complete in 500 steps\n", - "[[ 32 8 4 2]\n", - " [ 4 16 8 4]\n", - " [ 64 4 32 8]\n", - " [128 64 16 2]]\n", - "Trial number 892 Failed to complete in 500 steps\n", - "[[ 8 4 2 4]\n", - " [ 16 2 4 2]\n", - " [ 64 8 2 8]\n", - " [128 64 32 4]]\n", - "Trial number 893 Failed to complete in 500 steps\n", - "[[ 4 2 8 2]\n", - " [16 8 2 4]\n", - " [32 16 4 2]\n", - " [64 32 2 8]]\n", - "Trial number 894 Failed to complete in 500 steps\n", - "[[ 32 8 4 2]\n", - " [ 64 32 8 4]\n", - " [128 64 32 8]\n", - " [ 16 4 2 16]]\n", - "Trial number 895 Failed to complete in 500 steps\n", - "[[ 8 2 8 2]\n", - " [ 32 4 16 4]\n", - " [ 2 16 4 2]\n", - " [ 16 128 16 4]]\n", - "Trial number 896 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 4 2 8 4]\n", - " [ 32 4 32 8]\n", - " [128 2 8 4]]\n", - "Trial number 897 Failed to complete in 500 steps\n", - "[[16 8 4 2]\n", - " [ 2 32 16 8]\n", - " [ 8 4 32 2]\n", - " [32 8 4 16]]\n", - "Trial number 898 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 2 32 8 4]\n", - " [ 8 2 16 8]\n", - " [128 16 32 2]]\n", - "Trial number 899 Failed to complete in 500 steps\n", - "[[ 32 8 4 2]\n", - " [ 64 32 16 4]\n", - " [128 64 32 16]\n", - " [ 2 16 8 4]]\n", - "Trial number 900 Failed to complete in 500 steps\n", - "[[ 16 4 2 4]\n", - " [ 32 16 64 8]\n", - " [ 64 32 8 2]\n", - " [128 4 2 4]]\n", - "Trial number 901 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 64 16 8 4]\n", - " [128 8 32 2]\n", - " [ 2 128 64 4]]\n", - "Trial number 902 Failed to complete in 500 steps\n", - "[[ 2 16 4 2]\n", - " [ 4 2 16 4]\n", - " [ 2 8 2 16]\n", - " [64 16 8 2]]\n", - "Trial number 903 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 2 8 4]\n", - " [ 64 32 2 16]\n", - " [128 64 32 4]]\n", - "Trial number 904 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 2 4]\n", - " [ 16 32 8 16]\n", - " [256 64 32 2]]\n", - "Trial number 905 Failed to complete in 500 steps\n", - "[[ 16 2 4 2]\n", - " [128 4 2 4]\n", - " [ 64 8 32 8]\n", - " [ 8 128 8 2]]\n", - "Trial number 906 Failed to complete in 500 steps\n", - "[[ 32 8 4 2]\n", - " [ 64 32 8 4]\n", - " [ 2 64 32 16]\n", - " [128 8 64 2]]\n", - "Trial number 907 Failed to complete in 500 steps\n", - "[[ 16 8 2 4]\n", - " [ 32 16 8 2]\n", - " [ 2 32 16 8]\n", - " [128 4 64 2]]\n", - "Trial number 908 Failed to complete in 500 steps\n", - "[[ 16 4 8 2]\n", - " [ 64 16 32 4]\n", - " [ 2 64 4 8]\n", - " [128 8 2 16]]\n", - "Trial number 909 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 4 16 8 4]\n", - " [ 8 64 16 8]\n", - " [ 64 256 2 16]]\n", - "Trial number 910 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 4 16 8 4]\n", - " [ 64 32 16 8]\n", - " [ 4 128 32 16]]\n", - "Trial number 911 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 4 32 8 4]\n", - " [64 4 16 8]\n", - " [ 2 16 8 32]]\n", - "Trial number 912 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 16 64 16 4]\n", - " [128 2 64 8]\n", - " [ 2 128 2 16]]\n", - "Trial number 913 Failed to complete in 500 steps\n", - "[[ 8 2 4 2]\n", - " [ 2 8 16 4]\n", - " [ 16 4 32 8]\n", - " [ 2 128 2 16]]\n", - "Trial number 914 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 32 16 8 4]\n", - " [128 64 16 8]\n", - " [ 2 256 64 32]]\n", - "Trial number 915 Failed to complete in 500 steps\n", - "[[ 4 2 4 2]\n", - " [ 32 16 8 4]\n", - " [ 64 2 32 2]\n", - " [256 128 2 32]]\n", - "Trial number 916 Failed to complete in 500 steps\n", - "[[ 2 16 4 2]\n", - " [ 4 64 8 4]\n", - " [16 32 16 8]\n", - " [64 2 32 2]]\n", - "Trial number 917 Failed to complete in 500 steps\n", - "[[ 32 2 4 2]\n", - " [ 8 4 8 4]\n", - " [ 64 32 16 8]\n", - " [ 4 128 32 16]]\n", - "Trial number 918 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 32 16 8 4]\n", - " [ 64 32 16 2]\n", - " [128 64 32 16]]\n", - "Trial number 919 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 8 32 16 4]\n", - " [64 16 4 2]\n", - " [ 4 64 32 16]]\n", - "Trial number 920 Failed to complete in 500 steps\n", - "[[ 4 8 2 4]\n", - " [ 8 64 8 2]\n", - " [ 16 2 16 4]\n", - " [256 32 2 8]]\n", - "Trial number 921 Failed to complete in 500 steps\n", - "[[ 8 2 8 4]\n", - " [ 32 8 4 2]\n", - " [ 2 128 32 4]\n", - " [256 64 16 8]]\n", - "Trial number 922 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 32 16 8 4]\n", - " [ 2 32 16 8]\n", - " [ 8 128 32 16]]\n", - "Trial number 923 Failed to complete in 500 steps\n", - "[[ 4 8 4 2]\n", - " [ 32 16 8 4]\n", - " [128 32 16 8]\n", - " [ 8 128 64 16]]\n", - "Trial number 924 Failed to complete in 500 steps\n", - "[[ 4 2 4 2]\n", - " [ 2 4 16 4]\n", - " [ 8 32 8 2]\n", - " [128 2 32 16]]\n", - "Trial number 925 Failed to complete in 500 steps\n", - "[[ 2 4 2 8]\n", - " [ 32 8 4 2]\n", - " [ 4 16 8 4]\n", - " [128 32 16 8]]\n", - "Trial number 926 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 32 16 8 4]\n", - " [ 8 128 32 8]\n", - " [ 16 2 64 16]]\n", - "Trial number 927 Failed to complete in 500 steps\n", - "[[ 2 16 4 2]\n", - " [ 64 4 16 4]\n", - " [128 64 32 16]\n", - " [ 64 256 64 2]]\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Trial number 928 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 64 16 8 4]\n", - " [128 64 16 8]\n", - " [ 16 8 64 4]]\n", - "Trial number 929 Failed to complete in 500 steps\n", - "[[ 2 8 2 4]\n", - " [ 8 32 4 2]\n", - " [ 64 2 16 8]\n", - " [256 16 32 2]]\n", - "Trial number 930 Failed to complete in 500 steps\n", - "[[ 16 2 4 2]\n", - " [ 64 32 16 4]\n", - " [128 64 32 2]\n", - " [ 4 2 64 4]]\n", - "Trial number 931 Failed to complete in 500 steps\n", - "[[ 16 2 8 2]\n", - " [128 32 64 4]\n", - " [ 2 128 8 16]\n", - " [256 16 4 2]]\n", - "Trial number 932 Failed to complete in 500 steps\n", - "[[ 8 4 2 4]\n", - " [ 64 16 4 2]\n", - " [256 2 16 4]\n", - " [ 16 64 32 2]]\n", - "Trial number 933 Failed to complete in 500 steps\n", - "[[ 16 8 2 4]\n", - " [ 4 2 8 2]\n", - " [ 8 4 32 8]\n", - " [ 2 128 2 4]]\n", - "Trial number 934 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 4 32 16 4]\n", - " [ 32 128 64 16]\n", - " [256 16 4 2]]\n", - "Trial number 935 Failed to complete in 500 steps\n", - "[[ 8 4 2 4]\n", - " [32 8 4 2]\n", - " [64 16 8 4]\n", - " [ 4 64 16 8]]\n", - "Trial number 936 Failed to complete in 500 steps\n", - "[[16 2 4 2]\n", - " [32 16 8 4]\n", - " [64 32 4 16]\n", - " [ 2 64 8 2]]\n", - "Trial number 937 Failed to complete in 500 steps\n", - "[[16 8 2 4]\n", - " [ 4 16 8 2]\n", - " [16 32 16 4]\n", - " [64 16 2 16]]\n", - "Trial number 938 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 8 2 8 4]\n", - " [16 4 16 8]\n", - " [64 16 4 2]]\n", - "Trial number 939 Failed to complete in 500 steps\n", - "[[32 16 2 4]\n", - " [16 8 4 2]\n", - " [64 32 16 4]\n", - " [ 2 64 2 8]]\n", - "Trial number 940 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 16 32 8 4]\n", - " [128 4 16 8]\n", - " [ 32 8 64 2]]\n", - "Trial number 941 Failed to complete in 500 steps\n", - "[[ 16 2 4 2]\n", - " [ 32 8 2 4]\n", - " [128 16 8 2]\n", - " [ 4 64 16 8]]\n", - "Trial number 942 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 16 2 8 4]\n", - " [128 64 16 8]\n", - " [256 128 4 16]]\n", - "Trial number 943 Failed to complete in 500 steps\n", - "[[ 8 4 2 4]\n", - " [ 32 8 4 2]\n", - " [ 64 2 32 8]\n", - " [128 8 128 4]]\n", - "Trial number 944 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 4 16 8 4]\n", - " [ 8 2 16 32]\n", - " [128 32 8 4]]\n", - "Trial number 945 Failed to complete in 500 steps\n", - "[[ 32 8 4 2]\n", - " [ 2 16 8 4]\n", - " [128 32 16 2]\n", - " [256 64 32 4]]\n", - "Trial number 946 Failed to complete in 500 steps\n", - "[[ 4 2 8 2]\n", - " [ 8 4 16 4]\n", - " [32 16 8 2]\n", - " [64 32 16 4]]\n", - "Trial number 947 Failed to complete in 500 steps\n", - "[[ 32 8 2 4]\n", - " [ 64 16 4 2]\n", - " [128 32 8 16]\n", - " [256 128 2 4]]\n", - "Trial number 948 Failed to complete in 500 steps\n", - "[[ 2 16 8 2]\n", - " [ 4 64 16 4]\n", - " [ 8 2 64 8]\n", - " [128 16 8 4]]\n", - "Trial number 949 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 2 32 2 4]\n", - " [128 64 8 2]\n", - " [256 4 16 4]]\n", - "Trial number 950 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 2 4]\n", - " [128 64 8 2]\n", - " [ 8 128 64 4]]\n", - "Trial number 951 Failed to complete in 500 steps\n", - "[[ 8 4 2 4]\n", - " [ 64 8 4 2]\n", - " [128 2 32 4]\n", - " [ 64 16 4 2]]\n", - "Trial number 952 Failed to complete in 500 steps\n", - "[[ 16 8 2 4]\n", - " [ 2 64 4 2]\n", - " [128 2 64 4]\n", - " [ 8 4 2 32]]\n", - "Trial number 953 Failed to complete in 500 steps\n", - "[[ 8 2 4 2]\n", - " [32 16 8 4]\n", - " [ 2 32 64 8]\n", - " [64 16 8 4]]\n", - "Trial number 954 Failed to complete in 500 steps\n", + " [ 4 2 16 32]\n", + " [16 4 32 64]\n", + " [ 2 32 2 4]]\n", + "Trial number 6 Failed to complete in 500 steps\n", "[[ 2 4 2 4]\n", - " [ 4 16 8 2]\n", - " [ 16 2 16 8]\n", - " [256 64 4 2]]\n", - "Trial number 955 Failed to complete in 500 steps\n", - "[[ 16 2 4 2]\n", - " [ 64 4 8 4]\n", - " [ 4 8 16 8]\n", - " [256 128 8 2]]\n", - "Trial number 956 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 2 32 2 8]\n", - " [128 8 16 2]\n", - " [ 8 4 32 16]]\n", - "Trial number 957 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [ 64 32 16 8]\n", - " [256 2 32 16]]\n", - "Trial number 958 Failed to complete in 500 steps\n", - "[[ 8 4 2 4]\n", - " [32 2 4 2]\n", - " [ 4 32 8 4]\n", - " [16 8 4 2]]\n", - "Trial number 959 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [ 64 32 16 8]\n", - " [128 64 32 2]]\n", - "Trial number 960 Failed to complete in 500 steps\n", - "[[ 4 8 4 2]\n", - " [ 8 4 16 4]\n", - " [ 32 2 32 8]\n", - " [128 4 8 2]]\n", - "Trial number 961 Failed to complete in 500 steps\n", - "[[ 4 2 4 2]\n", - " [ 2 4 16 8]\n", - " [128 16 4 16]\n", - " [256 128 16 2]]\n", - "Trial number 962 Failed to complete in 500 steps\n", - "[[ 32 16 4 2]\n", - " [ 2 32 8 4]\n", - " [ 4 64 16 8]\n", - " [256 128 32 2]]\n", - "Trial number 963 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [ 64 32 16 8]\n", - " [256 64 8 4]]\n", - "Trial number 964 Failed to complete in 500 steps\n", - "[[ 32 8 4 2]\n", - " [ 64 16 8 4]\n", - " [128 32 16 2]\n", - " [ 4 64 32 4]]\n", - "Trial number 965 Failed to complete in 500 steps\n", - "[[ 32 16 4 2]\n", - " [ 64 32 8 4]\n", - " [128 64 16 8]\n", - " [ 2 32 4 2]]\n", - "Trial number 966 Failed to complete in 500 steps\n", - "[[16 8 4 2]\n", - " [32 16 2 4]\n", - " [64 32 8 2]\n", - " [ 8 2 16 4]]\n", - "Trial number 967 Failed to complete in 500 steps\n", - "[[16 2 8 4]\n", - " [32 8 4 2]\n", - " [64 32 16 4]\n", - " [16 2 32 8]]\n", - "Trial number 968 Failed to complete in 500 steps\n", - "[[ 32 16 4 2]\n", - " [ 64 2 32 4]\n", - " [ 4 32 4 16]\n", - " [ 8 256 8 4]]\n", - "Trial number 969 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 2 32 8 4]\n", - " [ 8 64 16 8]\n", - " [ 2 128 64 2]]\n", - "Trial number 970 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 32 16 8 4]\n", - " [ 64 32 16 8]\n", - " [128 64 32 16]]\n", - "Trial number 971 Failed to complete in 500 steps\n", - "[[ 16 8 4 2]\n", - " [ 64 16 8 4]\n", - " [ 2 64 32 8]\n", - " [ 4 512 64 32]]\n", - "Trial number 972 Failed to complete in 500 steps\n", - "[[ 2 8 2 4]\n", - " [ 4 32 8 2]\n", - " [ 16 128 16 4]\n", - " [ 32 4 64 8]]\n", - "Trial number 973 Failed to complete in 500 steps\n", - "[[ 4 8 4 2]\n", - " [ 2 16 8 4]\n", - " [ 16 32 16 8]\n", - " [128 4 32 16]]\n", - "Trial number 974 Failed to complete in 500 steps\n", - "[[ 4 2 4 2]\n", - " [ 16 8 2 8]\n", - " [ 2 32 8 2]\n", - " [ 32 128 2 4]]\n", - "Trial number 975 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 64 16 8 4]\n", - " [ 8 128 32 16]\n", - " [128 2 128 2]]\n", - "Trial number 976 Failed to complete in 500 steps\n", - "[[ 2 8 2 4]\n", - " [ 32 16 8 2]\n", - " [ 2 64 32 8]\n", - " [ 8 128 16 2]]\n", - "Trial number 977 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 4 16 2 4]\n", - " [128 32 8 2]\n", - " [256 128 32 16]]\n", - "Trial number 978 Failed to complete in 500 steps\n", - "[[16 8 4 2]\n", - " [ 2 16 8 4]\n", - " [ 8 4 16 8]\n", - " [ 4 16 2 16]]\n", - "Trial number 979 Failed to complete in 500 steps\n", - "[[ 4 2 8 4]\n", - " [ 32 8 4 2]\n", - " [ 64 32 16 4]\n", - " [256 64 32 16]]\n", - "Trial number 980 Failed to complete in 500 steps\n", - "[[ 4 16 4 2]\n", - " [16 2 8 4]\n", - " [32 8 4 2]\n", - " [64 16 8 4]]\n", - "Trial number 981 Failed to complete in 500 steps\n", - "[[ 4 8 4 2]\n", - " [ 2 32 8 4]\n", - " [ 8 16 4 2]\n", - " [128 64 16 4]]\n", - "Trial number 982 Failed to complete in 500 steps\n", - "[[ 2 16 4 2]\n", - " [ 64 32 8 4]\n", - " [128 2 32 8]\n", - " [ 4 128 64 16]]\n", - "Trial number 983 Failed to complete in 500 steps\n", - "[[ 16 2 4 2]\n", - " [ 2 4 16 8]\n", - " [ 8 128 32 16]\n", - " [ 16 4 2 4]]\n", - "Trial number 984 Failed to complete in 500 steps\n", - "[[ 8 2 4 2]\n", - " [ 32 16 8 4]\n", - " [ 4 2 16 2]\n", - " [256 128 64 4]]\n", - "Trial number 985 Failed to complete in 500 steps\n", - "[[ 4 2 8 2]\n", - " [32 4 2 4]\n", - " [ 4 64 16 8]\n", - " [64 2 64 16]]\n", - "Trial number 986 Failed to complete in 500 steps\n", - "[[ 8 2 4 2]\n", - " [16 8 2 4]\n", - " [64 16 32 8]\n", - " [ 4 64 4 16]]\n", - "Trial number 987 Failed to complete in 500 steps\n", - "[[ 2 4 2 8]\n", - " [ 16 8 4 2]\n", - " [ 4 32 16 8]\n", - " [128 2 32 16]]\n", - "Trial number 988 Failed to complete in 500 steps\n", - "[[ 4 32 4 2]\n", - " [ 16 2 8 4]\n", - " [128 32 16 8]\n", - " [ 4 128 32 16]]\n", - "Trial number 989 Failed to complete in 500 steps\n", - "[[ 2 4 2 8]\n", - " [ 64 16 4 2]\n", - " [128 32 16 4]\n", - " [256 128 64 16]]\n", - "Trial number 990 Failed to complete in 500 steps\n", - "[[ 32 4 2 4]\n", - " [ 4 16 4 2]\n", - " [ 16 32 8 4]\n", - " [256 64 32 8]]\n", - "Trial number 991 Failed to complete in 500 steps\n", - "[[16 8 4 2]\n", - " [ 4 64 8 4]\n", - " [ 8 4 32 2]\n", - " [32 16 2 16]]\n", - "Trial number 992 Failed to complete in 500 steps\n", - "[[ 4 2 4 2]\n", - " [ 2 32 16 8]\n", - " [ 8 128 32 16]\n", - " [ 64 4 2 32]]\n", - "Trial number 993 Failed to complete in 500 steps\n", - "[[ 2 8 4 2]\n", - " [ 64 32 8 4]\n", - " [ 2 64 32 8]\n", - " [256 16 2 16]]\n", - "Trial number 994 Failed to complete in 500 steps\n", - "[[16 2 4 2]\n", - " [32 16 8 4]\n", - " [ 4 64 16 8]\n", - " [16 2 32 16]]\n", - "Trial number 995 Failed to complete in 500 steps\n", - "[[ 2 16 4 2]\n", - " [ 8 2 16 4]\n", - " [ 64 32 8 2]\n", - " [128 64 32 4]]\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Trial number 996 Failed to complete in 500 steps\n", - "[[ 32 16 4 2]\n", - " [ 64 32 8 4]\n", - " [128 64 32 8]\n", - " [256 8 4 16]]\n", - "Trial number 997 Failed to complete in 500 steps\n", - "[[ 4 2 4 2]\n", - " [ 8 16 2 4]\n", - " [ 16 32 4 16]\n", - " [256 2 32 2]]\n", - "Trial number 998 Failed to complete in 500 steps\n", - "[[ 32 2 8 4]\n", - " [ 4 32 16 2]\n", - " [ 64 16 8 4]\n", - " [128 64 16 2]]\n", - "Trial number 999 Failed to complete in 500 steps\n", - "[[ 32 8 4 2]\n", - " [ 64 16 8 4]\n", - " [ 4 32 16 8]\n", - " [ 16 128 32 16]]\n" + " [ 4 8 32 16]\n", + " [ 8 16 64 2]\n", + " [ 32 64 128 256]]\n" ] } ], @@ -5391,7 +410,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -5435,7 +454,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -5449,7 +468,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.4" + "version": "3.8.12" } }, "nbformat": 4,