|
|
@@ -2,39 +2,67 @@
|
|
|
"cells": [
|
|
|
{
|
|
|
"cell_type": "code",
|
|
|
- "execution_count": null,
|
|
|
- "id": "d12db561",
|
|
|
+ "execution_count": 1,
|
|
|
+ "id": "b9b5254c",
|
|
|
"metadata": {},
|
|
|
- "outputs": [],
|
|
|
+ "outputs": [
|
|
|
+ {
|
|
|
+ "name": "stderr",
|
|
|
+ "output_type": "stream",
|
|
|
+ "text": [
|
|
|
+ "2022-06-13 18:29:33.355426: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcudart.so.11.0'; dlerror: libcudart.so.11.0: cannot open shared object file: No such file or directory\n",
|
|
|
+ "2022-06-13 18:29:33.355447: I tensorflow/stream_executor/cuda/cudart_stub.cc:29] Ignore above cudart dlerror if you do not have a GPU set up on your machine.\n"
|
|
|
+ ]
|
|
|
+ }
|
|
|
+ ],
|
|
|
"source": [
|
|
|
"from library.analysis import loadDataset, testSets\n",
|
|
|
- "from library.generators.convGeN import ConvGeN"
|
|
|
+ "from library.generators.ConvGeN import ConvGeN"
|
|
|
]
|
|
|
},
|
|
|
{
|
|
|
"cell_type": "code",
|
|
|
- "execution_count": null,
|
|
|
- "id": "63b800ff",
|
|
|
+ "execution_count": 2,
|
|
|
+ "id": "e2dd116d",
|
|
|
"metadata": {},
|
|
|
- "outputs": [],
|
|
|
+ "outputs": [
|
|
|
+ {
|
|
|
+ "name": "stdout",
|
|
|
+ "output_type": "stream",
|
|
|
+ "text": [
|
|
|
+ "Load 'data_input/folding_flare-F'\n",
|
|
|
+ "from pickle file\n",
|
|
|
+ "non empty cut in data_input/folding_flare-F! (23 points)\n",
|
|
|
+ "Data loaded.\n"
|
|
|
+ ]
|
|
|
+ }
|
|
|
+ ],
|
|
|
"source": [
|
|
|
"data = loadDataset(\"data_input/\" + testSets[4])"
|
|
|
]
|
|
|
},
|
|
|
{
|
|
|
"cell_type": "code",
|
|
|
- "execution_count": null,
|
|
|
- "id": "2b0329e5",
|
|
|
+ "execution_count": 3,
|
|
|
+ "id": "6d686da5",
|
|
|
"metadata": {},
|
|
|
- "outputs": [],
|
|
|
+ "outputs": [
|
|
|
+ {
|
|
|
+ "name": "stdout",
|
|
|
+ "output_type": "stream",
|
|
|
+ "text": [
|
|
|
+ "(1066, 1023, 43)\n"
|
|
|
+ ]
|
|
|
+ }
|
|
|
+ ],
|
|
|
"source": [
|
|
|
"print((len(data.data), len(data.data0), len(data.data1)))"
|
|
|
]
|
|
|
},
|
|
|
{
|
|
|
"cell_type": "code",
|
|
|
- "execution_count": null,
|
|
|
- "id": "a4853614",
|
|
|
+ "execution_count": 4,
|
|
|
+ "id": "01d71d6a",
|
|
|
"metadata": {},
|
|
|
"outputs": [],
|
|
|
"source": [
|
|
|
@@ -43,18 +71,30 @@
|
|
|
},
|
|
|
{
|
|
|
"cell_type": "code",
|
|
|
- "execution_count": null,
|
|
|
- "id": "842f6772",
|
|
|
+ "execution_count": 5,
|
|
|
+ "id": "ad01be2b",
|
|
|
"metadata": {},
|
|
|
- "outputs": [],
|
|
|
+ "outputs": [
|
|
|
+ {
|
|
|
+ "name": "stderr",
|
|
|
+ "output_type": "stream",
|
|
|
+ "text": [
|
|
|
+ "2022-06-13 18:29:35.134261: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcuda.so.1'; dlerror: libcuda.so.1: cannot open shared object file: No such file or directory\n",
|
|
|
+ "2022-06-13 18:29:35.134290: W tensorflow/stream_executor/cuda/cuda_driver.cc:269] failed call to cuInit: UNKNOWN ERROR (303)\n",
|
|
|
+ "2022-06-13 18:29:35.134310: I tensorflow/stream_executor/cuda/cuda_diagnostics.cc:156] kernel driver does not appear to be running on this host (sbi-klabautermann): /proc/driver/nvidia/version does not exist\n",
|
|
|
+ "2022-06-13 18:29:35.134557: I tensorflow/core/platform/cpu_feature_guard.cc:151] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA\n",
|
|
|
+ "To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.\n"
|
|
|
+ ]
|
|
|
+ }
|
|
|
+ ],
|
|
|
"source": [
|
|
|
"gen.reset(data)"
|
|
|
]
|
|
|
},
|
|
|
{
|
|
|
"cell_type": "code",
|
|
|
- "execution_count": null,
|
|
|
- "id": "333d62b9",
|
|
|
+ "execution_count": 6,
|
|
|
+ "id": "4698522c",
|
|
|
"metadata": {},
|
|
|
"outputs": [],
|
|
|
"source": [
|
|
|
@@ -63,8 +103,8 @@
|
|
|
},
|
|
|
{
|
|
|
"cell_type": "code",
|
|
|
- "execution_count": null,
|
|
|
- "id": "f6f58a17",
|
|
|
+ "execution_count": 7,
|
|
|
+ "id": "cda17654",
|
|
|
"metadata": {},
|
|
|
"outputs": [],
|
|
|
"source": [
|
|
|
@@ -73,10 +113,50 @@
|
|
|
},
|
|
|
{
|
|
|
"cell_type": "code",
|
|
|
- "execution_count": null,
|
|
|
- "id": "82ae5f98",
|
|
|
+ "execution_count": 8,
|
|
|
+ "id": "41853bd3",
|
|
|
"metadata": {},
|
|
|
- "outputs": [],
|
|
|
+ "outputs": [
|
|
|
+ {
|
|
|
+ "data": {
|
|
|
+ "text/plain": [
|
|
|
+ "array([[1.9999962 , 0.8138561 , 0.18614197, 1.1861401 , 0. ,\n",
|
|
|
+ " 0.9999981 , 0.9999981 , 0.9999981 , 0. , 0. ,\n",
|
|
|
+ " 0. ],\n",
|
|
|
+ " [1.2640123 , 0.4237353 , 0.9442571 , 0.9999993 , 0. ,\n",
|
|
|
+ " 0.9999993 , 0.9999993 , 0. , 3.632004 , 0. ,\n",
|
|
|
+ " 0. ],\n",
|
|
|
+ " [0. , 0.123703 , 0.99999845, 0.99999845, 0. ,\n",
|
|
|
+ " 0.99999845, 0.99999845, 0. , 0.99999845, 0. ,\n",
|
|
|
+ " 0. ],\n",
|
|
|
+ " [0. , 0.9999981 , 0.958097 , 0.9999981 , 0. ,\n",
|
|
|
+ " 0.9999981 , 0.9999981 , 0. , 0. , 0. ,\n",
|
|
|
+ " 0. ],\n",
|
|
|
+ " [1.9999985 , 0.67955816, 0.9999992 , 1.3204403 , 1.1185625 ,\n",
|
|
|
+ " 0.9999992 , 0.9999992 , 0.6477282 , 0.5342972 , 0. ,\n",
|
|
|
+ " 0. ],\n",
|
|
|
+ " [2.9999838 , 0.99999464, 0. , 0.99999464, 0. ,\n",
|
|
|
+ " 0.99999464, 0.99999464, 0. , 0.99999464, 0. ,\n",
|
|
|
+ " 0. ],\n",
|
|
|
+ " [0. , 0.99999905, 0. , 0.99999905, 0. ,\n",
|
|
|
+ " 0.99999905, 0.99999905, 0. , 1.9999981 , 0. ,\n",
|
|
|
+ " 0. ],\n",
|
|
|
+ " [1.041093 , 0.85719097, 0.99999857, 0.99999857, 0. ,\n",
|
|
|
+ " 0.99999857, 0.99999857, 0.37773895, 2.3873253 , 0. ,\n",
|
|
|
+ " 0. ],\n",
|
|
|
+ " [3.999983 , 1.9004215 , 0.99999577, 0.99999577, 0. ,\n",
|
|
|
+ " 0.0995701 , 0.99999577, 0. , 0. , 0. ,\n",
|
|
|
+ " 0. ],\n",
|
|
|
+ " [0. , 0.9999983 , 0. , 0. , 0. ,\n",
|
|
|
+ " 0.9999983 , 0.9999983 , 0. , 0. , 0. ,\n",
|
|
|
+ " 0. ]], dtype=float32)"
|
|
|
+ ]
|
|
|
+ },
|
|
|
+ "execution_count": 8,
|
|
|
+ "metadata": {},
|
|
|
+ "output_type": "execute_result"
|
|
|
+ }
|
|
|
+ ],
|
|
|
"source": [
|
|
|
"syntheticPoints"
|
|
|
]
|
