diff --git "a/experiments/boost_training_9_m3_analysis.ipynb" "b/experiments/boost_training_9_m3_analysis.ipynb" new file mode 100644--- /dev/null +++ "b/experiments/boost_training_9_m3_analysis.ipynb" @@ -0,0 +1,121108 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "a7fbf1c4", + "metadata": { + "execution": { + "iopub.execute_input": "2023-09-28T08:39:13.719301Z", + "iopub.status.busy": "2023-09-28T08:39:13.719012Z", + "iopub.status.idle": "2023-09-28T08:39:13.726493Z", + "shell.execute_reply": "2023-09-28T08:39:13.725899Z" + }, + "papermill": { + "duration": 0.027442, + "end_time": "2023-09-28T08:39:13.727559", + "exception": false, + "start_time": "2023-09-28T08:39:13.700117", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "/home/seb/Perso/git/sudoku/sudoku_clean_v2\n" + ] + } + ], + "source": [ + "%cd .." + ] + }, + { + "cell_type": "markdown", + "id": "beea5374", + "metadata": {}, + "source": [ + "### Roadmap\n", + "- on definit le process de prediction \n", + "- on en deduit le process d'entrainement\n", + "- definit un systeme de buffer pour enregistrer X,Y,profondeur\n", + "- on code le buffer\n", + "- on code l'entrainement pour iterer sur le buffer\n", + "- \n", + "\n", + "## Chose envisager\n", + "- on garde les meme buffer/dataloader mais, on en a autant que de profondeurs\n", + "- c'est au moment de l'entrainement qu'on choisi sur quel dataloader tapé en fonction de leur profondeur.\n", + "- lorsque le niveau 0 est vide on tape sur le plus haut niveau non vide -> non on tape sur le plus peuplé ou on s'en fout\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "bd548105", + "metadata": { + "execution": { + "iopub.execute_input": "2023-09-28T08:39:13.758903Z", + "iopub.status.busy": "2023-09-28T08:39:13.758694Z", + "iopub.status.idle": "2023-09-28T08:39:18.006183Z", + "shell.execute_reply": "2023-09-28T08:39:18.005526Z" + }, + "papermill": { + "duration": 4.25573, + "end_time": "2023-09-28T08:39:18.007539", + "exception": false, + "start_time": "2023-09-28T08:39:13.751809", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "import torch\n", + "import pytorch_lightning as pl\n", + "from torch import nn\n", + "import torch.nn.functional as F\n", + "import pandas as pd\n", + "import seaborn as sn\n", + "import matplotlib.pyplot as plt\n", + "\n", + "from sudoku.models import SmallNetBis, SymPreprocess\n", + "from sudoku.loader import DataIterBuffer, train_dataset, test_dataset, data_loader, get_datasets\n", + "from sudoku.helper import display_as_dataframe, get_grid_number_soluce\n", + "from sudoku.train import SudokuLightning, SudokuTrialErrorLightning\n", + "\n", + "from collections import deque\n", + "from typing import Tuple\n", + "\n", + "\n", + "from torchmetrics import AUROC\n", + "from torch.utils.data.dataset import IterableDataset\n", + "from torch.utils.data import DataLoader\n", + "\n", + "from pytorch_lightning.callbacks import ModelCheckpoint\n", + "from lightning_lite.utilities.seed import seed_everything\n", + "\n", + "import numpy as np\n", + "\n", + "\n", + "import math\n", + "def sigmoid(x):\n", + " return 1 / (1 + math.exp(-x))\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "01e09cf3", + "metadata": {}, + "outputs": [], + "source": [ + "BATCH_SIZE=32" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "9b9b155b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'2.1.3'" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import lightning.__version__ as v\n", + "v" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "86b17dcb", + "metadata": { + "execution": { + "iopub.execute_input": "2023-09-28T08:39:18.020745Z", + "iopub.status.busy": "2023-09-28T08:39:18.020351Z", + "iopub.status.idle": "2023-09-28T08:39:18.049122Z", + "shell.execute_reply": "2023-09-28T08:39:18.048654Z" + }, + "papermill": { + "duration": 0.036699, + "end_time": "2023-09-28T08:39:18.050352", + "exception": false, + "start_time": "2023-09-28T08:39:18.013653", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/seb/Perso/git/sudoku/sudoku_clean_v2/venv/lib/python3.10/site-packages/torch/cuda/__init__.py:83: UserWarning: CUDA initialization: CUDA unknown error - this may be due to an incorrectly set up environment, e.g. changing env variable CUDA_VISIBLE_DEVICES after program start. Setting the available devices to be zero. (Triggered internally at ../c10/cuda/CUDAFunctions.cpp:109.)\n", + " return torch._C._cuda_getDeviceCount() > 0\n" + ] + }, + { + "data": { + "text/plain": [ + "False" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tensorboard = pl.loggers.TensorBoardLogger(save_dir=\"\")\n", + "torch.cuda.is_available()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "653cf7e6", + "metadata": { + "execution": { + "iopub.execute_input": "2023-09-28T08:39:18.063615Z", + "iopub.status.busy": "2023-09-28T08:39:18.063434Z", + "iopub.status.idle": "2023-09-28T08:39:18.068289Z", + "shell.execute_reply": "2023-09-28T08:39:18.067724Z" + }, + "papermill": { + "duration": 0.012524, + "end_time": "2023-09-28T08:39:18.069552", + "exception": false, + "start_time": "2023-09-28T08:39:18.057028", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Global seed set to 1\n" + ] + }, + { + "data": { + "text/plain": [ + "1" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "seed_everything(seed=1)" + ] + }, + { + "cell_type": "markdown", + "id": "4f73130f", + "metadata": {}, + "source": [] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "086c69b9", + "metadata": { + "execution": { + "iopub.execute_input": "2023-09-28T08:39:18.082413Z", + "iopub.status.busy": "2023-09-28T08:39:18.082249Z", + "iopub.status.idle": "2023-09-28T08:39:20.421092Z", + "shell.execute_reply": "2023-09-28T08:39:20.420559Z" + }, + "papermill": { + "duration": 2.346925, + "end_time": "2023-09-28T08:39:20.422607", + "exception": false, + "start_time": "2023-09-28T08:39:18.075682", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "# train_dataset, val_dataset = get_datasets(train_size=1280, test_size=1280)\n", + "# train_dataloader = DataLoader(train_dataset, batch_size=32)\n", + "# val_dataloader = DataLoader(val_dataset, batch_size=32)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "bffbf02f", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/seb/Perso/git/sudoku/sudoku_clean_v2/venv/lib/python3.10/site-packages/torch/nn/_reduction.py:42: UserWarning: size_average and reduce args will be deprecated, please use reduction='none' instead.\n", + " warnings.warn(warning.format(ret))\n" + ] + } + ], + "source": [ + "# model = SudokuLightning.load_from_checkpoint(checkpoint_path=\"/home/seb/Perso/git/sudoku/sudoku_clean_v2/checkpoints/epoch=9-step=4961.ckpt\")\n", + "model = SudokuTrialErrorLightning.load_from_checkpoint(checkpoint_path=\"model_9_m3_5epoch.ckpt\")\n", + "# model = SudokuLightning.load_from_checkpoint(checkpoint_path=\"/home/seb/Perso/git/sudoku/sudoku_clean_v2/lightning_logs/version_21/checkpoints/epoch=99-step=105059.ckpt\")#\"model_8_m3_100epoch.ckpt\")\n", + "# /home/seb/Perso/git/sudoku/sudoku_clean_v2/lightning_logs/version_21/checkpoints/epoch=99-step=105059.ckpt" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "44e78fde", + "metadata": {}, + "outputs": [], + "source": [ + "# test_x, test_y = tuple(next(iter(test_dataset)))\n", + "# test_x = test_x.reshape(1,2,729)\n", + "# test_y = test_y.reshape(1,2,729)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [], + "source": [ + "def str_to_row_col_grid(su_str):\n", + " su_str = su_str.replace('.','0')\n", + " assert len(su_str)==81\n", + " return [[int(su_str[j*9+i]) for i in range(9)] for j in range(9)]" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "8aca6197", + "metadata": {}, + "outputs": [], + "source": [ + "grid_17 = [\n", + " [1,0,0, 0,0,0, 5,2,0],\n", + " [0,0,0, 0,7,8, 0,0,0],\n", + " [0,0,0, 0,0,0, 6,0,0],\n", + "\n", + " [0,9,0, 0,4,0, 0,0,0],\n", + " [0,0,0, 5,0,0, 1,0,0],\n", + " [0,7,0, 0,0,0, 0,0,0],\n", + "\n", + " [0,0,6, 2,0,0, 0,0,0],\n", + " [0,4,0, 0,0,0, 0,7,8],\n", + " [0,0,0, 0,0,0, 0,0,3],\n", + "\n", + "]" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "0297302f", + "metadata": {}, + "outputs": [], + "source": [ + "grid_evil_0 = [\n", + " [0,0,0, 1,6,0, 2,0,0],\n", + " [0,3,0, 0,0,5, 0,0,4],\n", + " [0,0,7, 0,0,0, 0,9,0],\n", + "\n", + " [0,0,1, 0,0,0, 0,8,2],\n", + " [3,0,0, 7,0,4, 0,0,5],\n", + " [4,2,0, 0,0,0, 6,0,0],\n", + "\n", + " [0,8,0, 0,0,0, 5,0,0],\n", + " [7,0,0, 8,0,0, 0,2,0],\n", + " [0,0,6, 0,5,1, 0,0,0],\n", + "\n", + "]\n", + "grid_evil_1 = [\n", + " [0,0,0, 2,0,0, 0,0,0],\n", + " [0,0,9, 7,0,0, 3,8,0],\n", + " [3,6,0, 0,0,0, 0,7,0],\n", + "\n", + " [1,0,6, 8,0,0, 0,0,0],\n", + " [0,0,0, 3,5,9, 0,0,0],\n", + " [0,0,0, 0,0,2, 8,0,5],\n", + "\n", + " [0,4,0, 0,0,0, 0,9,1],\n", + " [0,2,5, 0,0,8, 7,0,0],\n", + " [0,0,0, 0,0,6, 0,0,0],\n", + "]\n", + "grid_evil_2 = [\n", + " [0,2,0, 1,0,0, 0,7,0],\n", + " [0,0,0, 3,0,2, 0,0,0],\n", + " [0,0,1, 0,8,0, 0,4,0],\n", + "\n", + " [9,0,0, 0,1,0, 0,0,7],\n", + " [0,0,8, 0,6,0, 0,5,0],\n", + " [0,0,0, 0,0,0, 0,0,0],\n", + "\n", + " [0,8,0, 0,3,6, 0,0,9],\n", + " [0,0,5, 0,7,0, 0,0,6],\n", + " [0,0,2, 0,0,0, 0,0,3],\n", + "]" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "4765e6ea", + "metadata": {}, + "outputs": [], + "source": [ + "# get_grid_number_soluce(grid_17)\n", + "# it took 8min39s to return 1" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "65f79a3e", + "metadata": {}, + "outputs": [], + "source": [ + "def build_tensor_out_of_grid(grid):\n", + " np_grid = np.asarray(grid) \n", + " big_grid = np.zeros((1,2,9,9,9), dtype=np.float32)\n", + " for i in range(9):\n", + " big_grid[0,1,:,:,i] = (np_grid==i+1)\n", + " big_grid[0,0,:,:,i] = ((np_grid!=i+1) & (np_grid!=0))\n", + " return torch.from_numpy(big_grid).view(1,2,729)\n", + " " + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "8e43ea77", + "metadata": {}, + "outputs": [], + "source": [ + "def solve_from_grid(grid, display_grids=True):\n", + " test_x = build_tensor_out_of_grid(grid)\n", + " i = 0\n", + "\n", + " print(i, test_x.sum())\n", + " if display_grids:\n", + " display(display_as_dataframe(test_x))\n", + " new_X = model.predict(test_x)\n", + " print(i, new_X.sum())\n", + " if display_grids:\n", + " display(display(display_as_dataframe(new_X)))\n", + " while new_X.sum()<729:\n", + " new_X = model.predict(new_X)\n", + " print(i, new_X.sum())\n", + " i+=1\n", + " if display_grids:\n", + " display(display_as_dataframe(new_X))\n", + " return new_X" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "bf112c8e", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": 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