{ "cells": [ { "attachments": {}, "cell_type": "markdown", "metadata": { "id": "iLnG0-_UC6ig" }, "source": [ "# Example: Conditional Parameter Grids\n", "\n", "This example shows the usage of `PyExperimenter` with a conditional parameter grid. We will programmatically define the parameter combinations of a support vector machine, instead of generating the entire cartesian product from the parameters defined in the config file. \n", "\n", "To execute this notebook you need to install:\n", "```\n", "pip install py_experimenter\n", "pip install scikit-learn\n", "```" ] }, { "cell_type": "markdown", "metadata": { "id": "qkmxwSl8DW-V" }, "source": [ "## Experiment Configuration File\n", "This notebook shows an example execution of `PyExperimenter` based on an experiment configuration file. Further explanation about the usage of `PyExperimenter` can be found in the [documentation](https://tornede.github.io/py_experimenter/usage.html). Here, we only define keyfields and resultfields and do not set the parameter values in the experiment configuration file as we will create the parameter grid programmatically." ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "id": "fmyy_sAuBCaG" }, "outputs": [], "source": [ "import os\n", "\n", "content = \"\"\"\n", "PY_EXPERIMENTER:\n", " n_jobs: 1\n", "\n", " Database:\n", " provider: sqlite\n", " database: py_experimenter\n", " table: \n", " name: example_conditional_grid\n", " keyfields:\n", " dataset:\n", " type: VARCHAR(50)\n", " cross_validation_splits:\n", " type: int\n", " seed: \n", " type: int\n", " kernel: \n", " type: VARCHAR(50)\n", " gamma: \n", " type: VARCHAR(50)\n", " degree: \n", " type: VARCHAR(50)\n", " coef0: \n", " type: VARCHAR(50)\n", " result_timestamps: false\n", " resultfields:\n", " train_f1: DECIMAL\n", " train_accuracy: DECIMAL\n", " test_f1: DECIMAL\n", " test_accuracy: DECIMAL\n", "\n", " CUSTOM:\n", " path: sample_data\n", "\"\"\"\n", "\n", "# Create config directory if it does not exist\n", "if not os.path.exists('config'):\n", " os.mkdir('config')\n", " \n", "# Create config file\n", "experiment_configuration_file_path = os.path.join('config', 'example_conditional_grid.yml')\n", "with open(experiment_configuration_file_path, \"w\") as f: \n", " f.write(content)" ] }, { "cell_type": "markdown", "metadata": { "id": "b5pjc0TMBjnr" }, "source": [ "## Defining the execution function\n", "\n", "Next, the execution of a single experiment has to be defined. Note that this is a dummy example, which contains limited reasonable code. It is meant to show the core functionality of the PyExperimenter. \n", "\n", "The method is called with the parameters, i.e. `keyfields`, of a database entry. The results are meant to be processed to be written into the database, i.e. as `resultfields`. " ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "id": "gHr-IN2gBe8V" }, "outputs": [], "source": [ "import random\n", "\n", "import numpy as np\n", "from sklearn.datasets import load_iris\n", "from sklearn.model_selection import cross_validate\n", "from sklearn.pipeline import make_pipeline\n", "from sklearn.preprocessing import StandardScaler\n", "from sklearn.svm import SVC\n", "\n", "from py_experimenter.experimenter import PyExperimenter\n", "from py_experimenter.result_processor import ResultProcessor\n", "\n", "from time import sleep\n", "from random import randint\n", "\n", "def run_svm(parameters: dict, result_processor: ResultProcessor, custom_config: dict):\n", " sleep(randint(0,5))\n", " seed = parameters['seed']\n", " random.seed(seed)\n", " np.random.seed(seed)\n", "\n", " data = load_iris()\n", "\n", " X = data.data\n", " y = data.target\n", "\n", " # Create Support Vector Machine with parameters dependent on the kernel\n", " kernel = parameters['kernel']\n", " if kernel == 'linear':\n", " svc = SVC(kernel=parameters['kernel'])\n", " elif kernel == 'poly':\n", " svc = SVC(kernel=parameters['kernel'], gamma=parameters['gamma'], coef0=parameters['coef0'], degree=parameters['degree'])\n", " elif kernel == 'rbf':\n", " svc = SVC(kernel=parameters['kernel'], gamma=parameters['gamma'])\n", "\n", " svc = SVC()\n", "\n", " model = make_pipeline(StandardScaler(), svc) \n", "\n", " if parameters['dataset'] != 'iris':\n", " raise ValueError(\"Example error\")\n", "\n", " scores = cross_validate(model, X, y, \n", " cv=parameters['cross_validation_splits'],\n", " scoring=('accuracy', 'f1_micro'),\n", " return_train_score=True\n", " )\n", " \n", " result_processor.process_results({\n", " 'train_f1': np.mean(scores['train_f1_micro']),\n", " 'train_accuracy': np.mean(scores['train_accuracy'])\n", " })\n", "\n", " result_processor.process_results({\n", " 'test_f1': np.mean(scores['test_f1_micro']),\n", " 'test_accuracy': np.mean(scores['test_accuracy'])})" ] }, { "cell_type": "markdown", "metadata": { "id": "Sa6mN98NBua-" }, "source": [ "## Executing PyExperimenter\n", "\n", "The actual execution of the PyExperimenter is done in multiple steps. \n", "\n", "### Initialize PyExperimenter\n", "The PyExperimenter is initialized with the previously created configuration file. Additionally, `PyExperimenter` is given a `name`, i.e. job id, which is especially useful for parallel executions of multiple experiments on HPC. " ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "id": "EFdaTyYQ-yqa" }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2024-03-11 08:04:22,464 | py-experimenter - WARNING | No values given for keyfield dataset\n", "2024-03-11 08:04:22,465 | py-experimenter - WARNING | No values given for keyfield cross_validation_splits\n", "2024-03-11 08:04:22,466 | py-experimenter - WARNING | No values given for keyfield seed\n", "2024-03-11 08:04:22,466 | py-experimenter - WARNING | No values given for keyfield kernel\n", "2024-03-11 08:04:22,467 | py-experimenter - WARNING | No values given for keyfield gamma\n", "2024-03-11 08:04:22,468 | py-experimenter - WARNING | No values given for keyfield degree\n", "2024-03-11 08:04:22,468 | py-experimenter - WARNING | No values given for keyfield coef0\n", "2024-03-11 08:04:22,469 | py-experimenter - INFO | Found 7 keyfields\n", "2024-03-11 08:04:22,470 | py-experimenter - INFO | Found 4 resultfields\n", "2024-03-11 08:04:22,470 | py-experimenter - WARNING | No logtables given\n", "2024-03-11 08:04:22,471 | py-experimenter - WARNING | No custom section defined in config\n", "2024-03-11 08:04:22,471 | py-experimenter - WARNING | No codecarbon section defined in config\n", "2024-03-11 08:04:22,473 | py-experimenter - INFO | Initialized and connected to database\n" ] } ], "source": [ "from py_experimenter.experimenter import PyExperimenter\n", "\n", "experimenter = PyExperimenter(experiment_configuration_file_path=experiment_configuration_file_path, name=\"SVM_experimenter_01\")" ] }, { "cell_type": "markdown", "metadata": { "id": "tdLXOI7eFhBh" }, "source": [ "### Fill Table\n", "\n", "The table is filled programmatically using the `fill_table_from_combination()` method. We first generate the fixed parameter combinations for each kernel of the SVM in the first three lines.\n", "* For the `rbf` kernel, we need to set values for the `gamma` parameter. The degree and `coef0` parameter are not present in this kernel, so we set these to `'nan'`.\n", "* For the `poly` kernel, we need to set the `gamma`, the degree as well as the `coef0` parameter.\n", "* For the `linear` kernel, we do not need to set any parameters, so all of them are set to `'nan'`.\n", "\n", "Afterwards, we combine these with the seed, the dataset and the cross_validation_splits parameters, which are present for all experiment runs. Thus, these are not set unconditionally." ] }, { "cell_type": "markdown", "metadata": { "id": "tdLXOI7eFhBh" }, "source": [ " \n", "\n", "Note that the table can easily be obtained as `pandas.Dataframe` via `experimenter.get_table()`." ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 457 }, "id": "5DJlSHO3-2-v", "outputId": "447580e6-6a16-42ca-c44b-48a12829af91" }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2024-03-11 08:04:22,555 | py-experimenter - INFO | 55 rows successfully added to database. 0 rows were skipped.\n" ] }, { "data": { "text/html": [ "
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IDdatasetcross_validation_splitsseedkernelgammadegreecoef0creation_datestatusstart_datenamemachinetrain_f1train_accuracytest_f1test_accuracyend_dateerror
01iris51rbf0.1NoneNone2024-03-11 08:04:22createdNoneNoneNoneNoneNoneNoneNoneNoneNone
12iris51rbf0.3NoneNone2024-03-11 08:04:22createdNoneNoneNoneNoneNoneNoneNoneNoneNone
23iris51poly0.130.02024-03-11 08:04:22createdNoneNoneNoneNoneNoneNoneNoneNoneNone
34iris51poly0.130.12024-03-11 08:04:22createdNoneNoneNoneNoneNoneNoneNoneNoneNone
45iris51poly0.140.02024-03-11 08:04:22createdNoneNoneNoneNoneNoneNoneNoneNoneNone
56iris51poly0.140.12024-03-11 08:04:22createdNoneNoneNoneNoneNoneNoneNoneNoneNone
67iris51poly0.330.02024-03-11 08:04:22createdNoneNoneNoneNoneNoneNoneNoneNoneNone
78iris51poly0.330.12024-03-11 08:04:22createdNoneNoneNoneNoneNoneNoneNoneNoneNone
89iris51poly0.340.02024-03-11 08:04:22createdNoneNoneNoneNoneNoneNoneNoneNoneNone
910iris51poly0.340.12024-03-11 08:04:22createdNoneNoneNoneNoneNoneNoneNoneNoneNone
1011iris51linearNoneNoneNone2024-03-11 08:04:22createdNoneNoneNoneNoneNoneNoneNoneNoneNone
1112iris52rbf0.1NoneNone2024-03-11 08:04:22createdNoneNoneNoneNoneNoneNoneNoneNoneNone
1213iris52rbf0.3NoneNone2024-03-11 08:04:22createdNoneNoneNoneNoneNoneNoneNoneNoneNone
1314iris52poly0.130.02024-03-11 08:04:22createdNoneNoneNoneNoneNoneNoneNoneNoneNone
1415iris52poly0.130.12024-03-11 08:04:22createdNoneNoneNoneNoneNoneNoneNoneNoneNone
1516iris52poly0.140.02024-03-11 08:04:22createdNoneNoneNoneNoneNoneNoneNoneNoneNone
1617iris52poly0.140.12024-03-11 08:04:22createdNoneNoneNoneNoneNoneNoneNoneNoneNone
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1819iris52poly0.330.12024-03-11 08:04:22createdNoneNoneNoneNoneNoneNoneNoneNoneNone
1920iris52poly0.340.02024-03-11 08:04:22createdNoneNoneNoneNoneNoneNoneNoneNoneNone
2021iris52poly0.340.12024-03-11 08:04:22createdNoneNoneNoneNoneNoneNoneNoneNoneNone
2122iris52linearNoneNoneNone2024-03-11 08:04:22createdNoneNoneNoneNoneNoneNoneNoneNoneNone
2223iris53rbf0.1NoneNone2024-03-11 08:04:22createdNoneNoneNoneNoneNoneNoneNoneNoneNone
2324iris53rbf0.3NoneNone2024-03-11 08:04:22createdNoneNoneNoneNoneNoneNoneNoneNoneNone
2425iris53poly0.130.02024-03-11 08:04:22createdNoneNoneNoneNoneNoneNoneNoneNoneNone
2526iris53poly0.130.12024-03-11 08:04:22createdNoneNoneNoneNoneNoneNoneNoneNoneNone
2627iris53poly0.140.02024-03-11 08:04:22createdNoneNoneNoneNoneNoneNoneNoneNoneNone
2728iris53poly0.140.12024-03-11 08:04:22createdNoneNoneNoneNoneNoneNoneNoneNoneNone
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2930iris53poly0.330.12024-03-11 08:04:22createdNoneNoneNoneNoneNoneNoneNoneNoneNone
3031iris53poly0.340.02024-03-11 08:04:22createdNoneNoneNoneNoneNoneNoneNoneNoneNone
3132iris53poly0.340.12024-03-11 08:04:22createdNoneNoneNoneNoneNoneNoneNoneNoneNone
3233iris53linearNoneNoneNone2024-03-11 08:04:22createdNoneNoneNoneNoneNoneNoneNoneNoneNone
3334iris54rbf0.1NoneNone2024-03-11 08:04:22createdNoneNoneNoneNoneNoneNoneNoneNoneNone
3435iris54rbf0.3NoneNone2024-03-11 08:04:22createdNoneNoneNoneNoneNoneNoneNoneNoneNone
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3738iris54poly0.140.02024-03-11 08:04:22createdNoneNoneNoneNoneNoneNoneNoneNoneNone
3839iris54poly0.140.12024-03-11 08:04:22createdNoneNoneNoneNoneNoneNoneNoneNoneNone
3940iris54poly0.330.02024-03-11 08:04:22createdNoneNoneNoneNoneNoneNoneNoneNoneNone
4041iris54poly0.330.12024-03-11 08:04:22createdNoneNoneNoneNoneNoneNoneNoneNoneNone
4142iris54poly0.340.02024-03-11 08:04:22createdNoneNoneNoneNoneNoneNoneNoneNoneNone
4243iris54poly0.340.12024-03-11 08:04:22createdNoneNoneNoneNoneNoneNoneNoneNoneNone
4344iris54linearNoneNoneNone2024-03-11 08:04:22createdNoneNoneNoneNoneNoneNoneNoneNoneNone
4445iris55rbf0.1NoneNone2024-03-11 08:04:22createdNoneNoneNoneNoneNoneNoneNoneNoneNone
4546iris55rbf0.3NoneNone2024-03-11 08:04:22createdNoneNoneNoneNoneNoneNoneNoneNoneNone
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4849iris55poly0.140.02024-03-11 08:04:22createdNoneNoneNoneNoneNoneNoneNoneNoneNone
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5253iris55poly0.340.02024-03-11 08:04:22createdNoneNoneNoneNoneNoneNoneNoneNoneNone
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5455iris55linearNoneNoneNone2024-03-11 08:04:22createdNoneNoneNoneNoneNoneNoneNoneNoneNone
\n", "
" ], "text/plain": [ " ID dataset cross_validation_splits seed kernel gamma degree coef0 \\\n", "0 1 iris 5 1 rbf 0.1 None None \n", "1 2 iris 5 1 rbf 0.3 None None \n", "2 3 iris 5 1 poly 0.1 3 0.0 \n", "3 4 iris 5 1 poly 0.1 3 0.1 \n", "4 5 iris 5 1 poly 0.1 4 0.0 \n", "5 6 iris 5 1 poly 0.1 4 0.1 \n", "6 7 iris 5 1 poly 0.3 3 0.0 \n", "7 8 iris 5 1 poly 0.3 3 0.1 \n", "8 9 iris 5 1 poly 0.3 4 0.0 \n", "9 10 iris 5 1 poly 0.3 4 0.1 \n", "10 11 iris 5 1 linear None None None \n", "11 12 iris 5 2 rbf 0.1 None None \n", "12 13 iris 5 2 rbf 0.3 None None \n", "13 14 iris 5 2 poly 0.1 3 0.0 \n", "14 15 iris 5 2 poly 0.1 3 0.1 \n", "15 16 iris 5 2 poly 0.1 4 0.0 \n", "16 17 iris 5 2 poly 0.1 4 0.1 \n", "17 18 iris 5 2 poly 0.3 3 0.0 \n", "18 19 iris 5 2 poly 0.3 3 0.1 \n", "19 20 iris 5 2 poly 0.3 4 0.0 \n", "20 21 iris 5 2 poly 0.3 4 0.1 \n", "21 22 iris 5 2 linear None None None \n", "22 23 iris 5 3 rbf 0.1 None None \n", "23 24 iris 5 3 rbf 0.3 None None \n", "24 25 iris 5 3 poly 0.1 3 0.0 \n", "25 26 iris 5 3 poly 0.1 3 0.1 \n", "26 27 iris 5 3 poly 0.1 4 0.0 \n", "27 28 iris 5 3 poly 0.1 4 0.1 \n", "28 29 iris 5 3 poly 0.3 3 0.0 \n", "29 30 iris 5 3 poly 0.3 3 0.1 \n", "30 31 iris 5 3 poly 0.3 4 0.0 \n", "31 32 iris 5 3 poly 0.3 4 0.1 \n", "32 33 iris 5 3 linear None None None \n", "33 34 iris 5 4 rbf 0.1 None None \n", "34 35 iris 5 4 rbf 0.3 None None \n", "35 36 iris 5 4 poly 0.1 3 0.0 \n", "36 37 iris 5 4 poly 0.1 3 0.1 \n", "37 38 iris 5 4 poly 0.1 4 0.0 \n", "38 39 iris 5 4 poly 0.1 4 0.1 \n", "39 40 iris 5 4 poly 0.3 3 0.0 \n", "40 41 iris 5 4 poly 0.3 3 0.1 \n", "41 42 iris 5 4 poly 0.3 4 0.0 \n", "42 43 iris 5 4 poly 0.3 4 0.1 \n", "43 44 iris 5 4 linear None None None \n", "44 45 iris 5 5 rbf 0.1 None None \n", "45 46 iris 5 5 rbf 0.3 None None \n", "46 47 iris 5 5 poly 0.1 3 0.0 \n", "47 48 iris 5 5 poly 0.1 3 0.1 \n", "48 49 iris 5 5 poly 0.1 4 0.0 \n", "49 50 iris 5 5 poly 0.1 4 0.1 \n", "50 51 iris 5 5 poly 0.3 3 0.0 \n", "51 52 iris 5 5 poly 0.3 3 0.1 \n", "52 53 iris 5 5 poly 0.3 4 0.0 \n", "53 54 iris 5 5 poly 0.3 4 0.1 \n", "54 55 iris 5 5 linear None None None \n", "\n", " creation_date status start_date name machine train_f1 \\\n", "0 2024-03-11 08:04:22 created None None None None \n", "1 2024-03-11 08:04:22 created None None None None \n", "2 2024-03-11 08:04:22 created None None None None \n", "3 2024-03-11 08:04:22 created None None None None \n", "4 2024-03-11 08:04:22 created None None None None \n", "5 2024-03-11 08:04:22 created None None None None \n", "6 2024-03-11 08:04:22 created None None None None \n", "7 2024-03-11 08:04:22 created None None None None \n", "8 2024-03-11 08:04:22 created None None None None \n", "9 2024-03-11 08:04:22 created None None None None \n", "10 2024-03-11 08:04:22 created None None None None \n", "11 2024-03-11 08:04:22 created None None None None \n", "12 2024-03-11 08:04:22 created None None None None \n", "13 2024-03-11 08:04:22 created None None None None \n", "14 2024-03-11 08:04:22 created None None None None \n", "15 2024-03-11 08:04:22 created None None None None \n", "16 2024-03-11 08:04:22 created None None None None \n", "17 2024-03-11 08:04:22 created None None None None \n", "18 2024-03-11 08:04:22 created None None None None \n", "19 2024-03-11 08:04:22 created None None None None \n", "20 2024-03-11 08:04:22 created None None None None \n", "21 2024-03-11 08:04:22 created None None None None \n", "22 2024-03-11 08:04:22 created None None None None \n", "23 2024-03-11 08:04:22 created None None None None \n", "24 2024-03-11 08:04:22 created None None None None \n", "25 2024-03-11 08:04:22 created None None None None \n", "26 2024-03-11 08:04:22 created None None None None \n", "27 2024-03-11 08:04:22 created None None None None \n", "28 2024-03-11 08:04:22 created None None None None \n", "29 2024-03-11 08:04:22 created None None None None \n", "30 2024-03-11 08:04:22 created None None None None \n", "31 2024-03-11 08:04:22 created None None None None \n", "32 2024-03-11 08:04:22 created None None None None \n", "33 2024-03-11 08:04:22 created None None None None \n", "34 2024-03-11 08:04:22 created None None None None \n", "35 2024-03-11 08:04:22 created None None None None \n", "36 2024-03-11 08:04:22 created None None None None \n", "37 2024-03-11 08:04:22 created None None None None \n", "38 2024-03-11 08:04:22 created None None None None \n", "39 2024-03-11 08:04:22 created None None None None \n", "40 2024-03-11 08:04:22 created None None None None \n", "41 2024-03-11 08:04:22 created None None None None \n", "42 2024-03-11 08:04:22 created None None None None \n", "43 2024-03-11 08:04:22 created None None None None \n", "44 2024-03-11 08:04:22 created None None None None \n", "45 2024-03-11 08:04:22 created None None None None \n", "46 2024-03-11 08:04:22 created None None None None \n", "47 2024-03-11 08:04:22 created None None None None \n", "48 2024-03-11 08:04:22 created None None None None \n", "49 2024-03-11 08:04:22 created None None None None \n", "50 2024-03-11 08:04:22 created None None None None \n", "51 2024-03-11 08:04:22 created None None None None \n", "52 2024-03-11 08:04:22 created None None None None \n", "53 2024-03-11 08:04:22 created None None None None \n", "54 2024-03-11 08:04:22 created None None None None \n", "\n", " train_accuracy test_f1 test_accuracy end_date error \n", "0 None None None None None \n", "1 None None None None None \n", "2 None None None None None \n", "3 None None None None None \n", "4 None None None None None \n", "5 None None None None None \n", "6 None None None None None \n", "7 None None None None None \n", "8 None None None None None \n", "9 None None None None None \n", "10 None None None None None \n", "11 None None None None None \n", "12 None None None None None \n", "13 None None None None None \n", "14 None None None None None \n", "15 None None None None None \n", "16 None None None None None \n", "17 None None None None None \n", "18 None None None None None \n", "19 None None None None None \n", "20 None None None None None \n", "21 None None None None None \n", "22 None None None None None \n", "23 None None None None None \n", "24 None None None None None \n", "25 None None None None None \n", "26 None None None None None \n", "27 None None None None None \n", "28 None None None None None \n", "29 None None None None None \n", "30 None None None None None \n", "31 None None None None None \n", "32 None None None None None \n", "33 None None None None None \n", "34 None None None None None \n", "35 None None None None None \n", "36 None None None None None \n", "37 None None None None None \n", "38 None None None None None \n", "39 None None None None None \n", "40 None None None None None \n", "41 None None None None None \n", "42 None None None None None \n", "43 None None None None None \n", "44 None None None None None \n", "45 None None None None None \n", "46 None None None None None \n", "47 None None None None None \n", "48 None None None None None \n", "49 None None None None None \n", "50 None None None None None \n", "51 None None None None None \n", "52 None None None None None \n", "53 None None None None None \n", "54 None None None None None " ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Create parameter configurations for each kernel\n", "combinations = [{'kernel': 'rbf', 'gamma': gamma, 'degree':None, 'coef0':None} for gamma in ['0.1','0.3']]\n", "combinations += [{'kernel': 'poly', 'gamma': gamma, 'degree': degree, 'coef0': coef0} for gamma in ['0.1','0.3'] for degree in ['3','4'] for coef0 in ['0.0', '0.1']]\n", "combinations += [{'kernel': 'linear','gamma': None, 'degree':None, 'coef0':None}]\n", "\n", "# Fill experimenter\n", "experimenter.fill_table_from_combination(parameters={'seed': ['1', '2', '3', '4', '5'], \n", "'dataset': ['iris'],\n", "'cross_validation_splits': ['5'] },\n", "fixed_parameter_combinations=combinations)\n", "\n", "# showing database table\n", "experimenter.get_table()" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": { "id": "jMGyvpTqFklu" }, "source": [ "### Execute PyExperimenter\n", "All experiments are executed one after the other by the same `PyExperimenter` due to `max_experiments=-1`. If just a single one or a predifined number of experiments should be executed, the `-1` has to be replaced by the according amount.\n", "The first parameter, i.e. `run_svm`, relates to the actual method that should be executed with the given keyfields of the table. " ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 1000 }, "id": "cDsuIw4M_AyY", "outputId": "d242da6f-1c9e-421b-f916-694c1a98ba95" }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "[codecarbon INFO @ 08:04:22] [setup] RAM Tracking...\n", "[codecarbon INFO @ 08:04:22] [setup] GPU Tracking...\n", "[codecarbon INFO @ 08:04:22] No GPU found.\n", "[codecarbon INFO @ 08:04:22] [setup] CPU Tracking...\n", "[codecarbon WARNING @ 08:04:22] No CPU tracking mode found. Falling back on CPU constant mode.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "[codecarbon WARNING @ 08:04:23] We saw that you have a 12th Gen Intel(R) Core(TM) i7-1260P but we don't know it. Please contact us.\n", "[codecarbon INFO @ 08:04:23] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:04:23] >>> Tracker's metadata:\n", "[codecarbon INFO @ 08:04:23] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35\n", "[codecarbon INFO @ 08:04:23] Python version: 3.9.0\n", "[codecarbon INFO @ 08:04:23] CodeCarbon version: 2.3.4\n", "[codecarbon INFO @ 08:04:23] Available RAM : 15.475 GB\n", "[codecarbon INFO @ 08:04:23] CPU count: 16\n", "[codecarbon INFO @ 08:04:23] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:04:23] GPU count: None\n", "[codecarbon INFO @ 08:04:23] GPU model: None\n", "[codecarbon INFO @ 08:04:26] Energy consumed for RAM : 0.000000 kWh. RAM Power : 5.803128719329834 W\n", "[codecarbon INFO @ 08:04:26] Energy consumed for all CPUs : 0.000001 kWh. Total CPU Power : 42.5 W\n", "[codecarbon INFO @ 08:04:26] 0.000001 kWh of electricity used since the beginning.\n", "[codecarbon INFO @ 08:04:27] [setup] RAM Tracking...\n", "[codecarbon INFO @ 08:04:27] [setup] GPU Tracking...\n", "[codecarbon INFO @ 08:04:27] No GPU found.\n", "[codecarbon INFO @ 08:04:27] [setup] CPU Tracking...\n", "[codecarbon WARNING @ 08:04:27] No CPU tracking mode found. Falling back on CPU constant mode.\n", "[codecarbon WARNING @ 08:04:28] We saw that you have a 12th Gen Intel(R) Core(TM) i7-1260P but we don't know it. Please contact us.\n", "[codecarbon INFO @ 08:04:28] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:04:28] >>> Tracker's metadata:\n", "[codecarbon INFO @ 08:04:28] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35\n", "[codecarbon INFO @ 08:04:28] Python version: 3.9.0\n", "[codecarbon INFO @ 08:04:28] CodeCarbon version: 2.3.4\n", "[codecarbon INFO @ 08:04:28] Available RAM : 15.475 GB\n", "[codecarbon INFO @ 08:04:28] CPU count: 16\n", "[codecarbon INFO @ 08:04:28] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:04:28] GPU count: None\n", "[codecarbon INFO @ 08:04:28] GPU model: None\n", "[codecarbon INFO @ 08:04:32] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W\n", "[codecarbon INFO @ 08:04:32] Energy consumed for all CPUs : 0.000013 kWh. Total CPU Power : 42.5 W\n", "[codecarbon INFO @ 08:04:32] 0.000014 kWh of electricity used since the beginning.\n", "[codecarbon INFO @ 08:04:32] [setup] RAM Tracking...\n", "[codecarbon INFO @ 08:04:32] [setup] GPU Tracking...\n", "[codecarbon INFO @ 08:04:32] No GPU found.\n", "[codecarbon INFO @ 08:04:32] [setup] CPU Tracking...\n", "[codecarbon WARNING @ 08:04:32] No CPU tracking mode found. Falling back on CPU constant mode.\n", "[codecarbon WARNING @ 08:04:33] We saw that you have a 12th Gen Intel(R) Core(TM) i7-1260P but we don't know it. Please contact us.\n", "[codecarbon INFO @ 08:04:33] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:04:33] >>> Tracker's metadata:\n", "[codecarbon INFO @ 08:04:33] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35\n", "[codecarbon INFO @ 08:04:33] Python version: 3.9.0\n", "[codecarbon INFO @ 08:04:33] CodeCarbon version: 2.3.4\n", "[codecarbon INFO @ 08:04:33] Available RAM : 15.475 GB\n", "[codecarbon INFO @ 08:04:33] CPU count: 16\n", "[codecarbon INFO @ 08:04:33] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:04:33] GPU count: None\n", "[codecarbon INFO @ 08:04:33] GPU model: None\n", "[codecarbon INFO @ 08:04:37] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W\n", "[codecarbon INFO @ 08:04:37] Energy consumed for all CPUs : 0.000012 kWh. Total CPU Power : 42.5 W\n", "[codecarbon INFO @ 08:04:37] 0.000014 kWh of electricity used since the beginning.\n", "[codecarbon INFO @ 08:04:37] [setup] RAM Tracking...\n", "[codecarbon INFO @ 08:04:37] [setup] GPU Tracking...\n", "[codecarbon INFO @ 08:04:37] No GPU found.\n", "[codecarbon INFO @ 08:04:37] [setup] CPU Tracking...\n", "[codecarbon WARNING @ 08:04:37] No CPU tracking mode found. Falling back on CPU constant mode.\n", "[codecarbon WARNING @ 08:04:39] We saw that you have a 12th Gen Intel(R) Core(TM) i7-1260P but we don't know it. Please contact us.\n", "[codecarbon INFO @ 08:04:39] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:04:39] >>> Tracker's metadata:\n", "[codecarbon INFO @ 08:04:39] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35\n", "[codecarbon INFO @ 08:04:39] Python version: 3.9.0\n", "[codecarbon INFO @ 08:04:39] CodeCarbon version: 2.3.4\n", "[codecarbon INFO @ 08:04:39] Available RAM : 15.475 GB\n", "[codecarbon INFO @ 08:04:39] CPU count: 16\n", "[codecarbon INFO @ 08:04:39] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:04:39] GPU count: None\n", "[codecarbon INFO @ 08:04:39] GPU model: None\n", "[codecarbon INFO @ 08:04:43] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W\n", "[codecarbon INFO @ 08:04:43] Energy consumed for all CPUs : 0.000013 kWh. Total CPU Power : 42.5 W\n", "[codecarbon INFO @ 08:04:43] 0.000015 kWh of electricity used since the beginning.\n", "[codecarbon INFO @ 08:04:43] [setup] RAM Tracking...\n", "[codecarbon INFO @ 08:04:43] [setup] GPU Tracking...\n", "[codecarbon INFO @ 08:04:43] No GPU found.\n", "[codecarbon INFO @ 08:04:43] [setup] CPU Tracking...\n", "[codecarbon WARNING @ 08:04:43] No CPU tracking mode found. Falling back on CPU constant mode.\n", "[codecarbon WARNING @ 08:04:44] We saw that you have a 12th Gen Intel(R) Core(TM) i7-1260P but we don't know it. Please contact us.\n", "[codecarbon INFO @ 08:04:44] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:04:44] >>> Tracker's metadata:\n", "[codecarbon INFO @ 08:04:44] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35\n", "[codecarbon INFO @ 08:04:44] Python version: 3.9.0\n", "[codecarbon INFO @ 08:04:44] CodeCarbon version: 2.3.4\n", "[codecarbon INFO @ 08:04:44] Available RAM : 15.475 GB\n", "[codecarbon INFO @ 08:04:44] CPU count: 16\n", "[codecarbon INFO @ 08:04:44] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:04:44] GPU count: None\n", "[codecarbon INFO @ 08:04:44] GPU model: None\n", "[codecarbon INFO @ 08:04:48] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W\n", "[codecarbon INFO @ 08:04:48] Energy consumed for all CPUs : 0.000013 kWh. Total CPU Power : 42.5 W\n", "[codecarbon INFO @ 08:04:48] 0.000014 kWh of electricity used since the beginning.\n", "[codecarbon INFO @ 08:04:48] [setup] RAM Tracking...\n", "[codecarbon INFO @ 08:04:48] [setup] GPU Tracking...\n", "[codecarbon INFO @ 08:04:48] No GPU found.\n", "[codecarbon INFO @ 08:04:48] [setup] CPU Tracking...\n", "[codecarbon WARNING @ 08:04:48] No CPU tracking mode found. Falling back on CPU constant mode.\n", "[codecarbon WARNING @ 08:04:49] We saw that you have a 12th Gen Intel(R) Core(TM) i7-1260P but we don't know it. Please contact us.\n", "[codecarbon INFO @ 08:04:49] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:04:49] >>> Tracker's metadata:\n", "[codecarbon INFO @ 08:04:49] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35\n", "[codecarbon INFO @ 08:04:49] Python version: 3.9.0\n", "[codecarbon INFO @ 08:04:49] CodeCarbon version: 2.3.4\n", "[codecarbon INFO @ 08:04:49] Available RAM : 15.475 GB\n", "[codecarbon INFO @ 08:04:49] CPU count: 16\n", "[codecarbon INFO @ 08:04:49] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:04:49] GPU count: None\n", "[codecarbon INFO @ 08:04:49] GPU model: None\n", "[codecarbon INFO @ 08:04:53] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W\n", "[codecarbon INFO @ 08:04:53] Energy consumed for all CPUs : 0.000013 kWh. Total CPU Power : 42.5 W\n", "[codecarbon INFO @ 08:04:53] 0.000014 kWh of electricity used since the beginning.\n", "[codecarbon INFO @ 08:04:54] [setup] RAM Tracking...\n", "[codecarbon INFO @ 08:04:54] [setup] GPU Tracking...\n", "[codecarbon INFO @ 08:04:54] No GPU found.\n", "[codecarbon INFO @ 08:04:54] [setup] CPU Tracking...\n", "[codecarbon WARNING @ 08:04:54] No CPU tracking mode found. Falling back on CPU constant mode.\n", "[codecarbon WARNING @ 08:04:55] We saw that you have a 12th Gen Intel(R) Core(TM) i7-1260P but we don't know it. Please contact us.\n", "[codecarbon INFO @ 08:04:55] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:04:55] >>> Tracker's metadata:\n", "[codecarbon INFO @ 08:04:55] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35\n", "[codecarbon INFO @ 08:04:55] Python version: 3.9.0\n", "[codecarbon INFO @ 08:04:55] CodeCarbon version: 2.3.4\n", "[codecarbon INFO @ 08:04:55] Available RAM : 15.475 GB\n", "[codecarbon INFO @ 08:04:55] CPU count: 16\n", "[codecarbon INFO @ 08:04:55] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:04:55] GPU count: None\n", "[codecarbon INFO @ 08:04:55] GPU model: None\n", "[codecarbon INFO @ 08:04:59] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W\n", "[codecarbon INFO @ 08:04:59] Energy consumed for all CPUs : 0.000013 kWh. Total CPU Power : 42.5 W\n", "[codecarbon INFO @ 08:04:59] 0.000014 kWh of electricity used since the beginning.\n", "[codecarbon INFO @ 08:04:59] [setup] RAM Tracking...\n", "[codecarbon INFO @ 08:04:59] [setup] GPU Tracking...\n", "[codecarbon INFO @ 08:04:59] No GPU found.\n", "[codecarbon INFO @ 08:04:59] [setup] CPU Tracking...\n", "[codecarbon WARNING @ 08:04:59] No CPU tracking mode found. Falling back on CPU constant mode.\n", "[codecarbon WARNING @ 08:05:00] We saw that you have a 12th Gen Intel(R) Core(TM) i7-1260P but we don't know it. Please contact us.\n", "[codecarbon INFO @ 08:05:00] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:05:00] >>> Tracker's metadata:\n", "[codecarbon INFO @ 08:05:00] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35\n", "[codecarbon INFO @ 08:05:00] Python version: 3.9.0\n", "[codecarbon INFO @ 08:05:00] CodeCarbon version: 2.3.4\n", "[codecarbon INFO @ 08:05:00] Available RAM : 15.475 GB\n", "[codecarbon INFO @ 08:05:00] CPU count: 16\n", "[codecarbon INFO @ 08:05:00] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:05:00] GPU count: None\n", "[codecarbon INFO @ 08:05:00] GPU model: None\n", "[codecarbon INFO @ 08:05:04] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W\n", "[codecarbon INFO @ 08:05:04] Energy consumed for all CPUs : 0.000013 kWh. Total CPU Power : 42.5 W\n", "[codecarbon INFO @ 08:05:04] 0.000014 kWh of electricity used since the beginning.\n", "[codecarbon INFO @ 08:05:04] [setup] RAM Tracking...\n", "[codecarbon INFO @ 08:05:04] [setup] GPU Tracking...\n", "[codecarbon INFO @ 08:05:04] No GPU found.\n", "[codecarbon INFO @ 08:05:04] [setup] CPU Tracking...\n", "[codecarbon WARNING @ 08:05:04] No CPU tracking mode found. Falling back on CPU constant mode.\n", "[codecarbon WARNING @ 08:05:06] We saw that you have a 12th Gen Intel(R) Core(TM) i7-1260P but we don't know it. Please contact us.\n", "[codecarbon INFO @ 08:05:06] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:05:06] >>> Tracker's metadata:\n", "[codecarbon INFO @ 08:05:06] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35\n", "[codecarbon INFO @ 08:05:06] Python version: 3.9.0\n", "[codecarbon INFO @ 08:05:06] CodeCarbon version: 2.3.4\n", "[codecarbon INFO @ 08:05:06] Available RAM : 15.475 GB\n", "[codecarbon INFO @ 08:05:06] CPU count: 16\n", "[codecarbon INFO @ 08:05:06] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:05:06] GPU count: None\n", "[codecarbon INFO @ 08:05:06] GPU model: None\n", "[codecarbon INFO @ 08:05:10] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W\n", "[codecarbon INFO @ 08:05:10] Energy consumed for all CPUs : 0.000013 kWh. Total CPU Power : 42.5 W\n", "[codecarbon INFO @ 08:05:10] 0.000015 kWh of electricity used since the beginning.\n", "[codecarbon INFO @ 08:05:10] [setup] RAM Tracking...\n", "[codecarbon INFO @ 08:05:10] [setup] GPU Tracking...\n", "[codecarbon INFO @ 08:05:10] No GPU found.\n", "[codecarbon INFO @ 08:05:10] [setup] CPU Tracking...\n", "[codecarbon WARNING @ 08:05:10] No CPU tracking mode found. Falling back on CPU constant mode.\n", "[codecarbon WARNING @ 08:05:11] We saw that you have a 12th Gen Intel(R) Core(TM) i7-1260P but we don't know it. Please contact us.\n", "[codecarbon INFO @ 08:05:11] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:05:11] >>> Tracker's metadata:\n", "[codecarbon INFO @ 08:05:11] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35\n", "[codecarbon INFO @ 08:05:11] Python version: 3.9.0\n", "[codecarbon INFO @ 08:05:11] CodeCarbon version: 2.3.4\n", "[codecarbon INFO @ 08:05:11] Available RAM : 15.475 GB\n", "[codecarbon INFO @ 08:05:11] CPU count: 16\n", "[codecarbon INFO @ 08:05:11] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:05:11] GPU count: None\n", "[codecarbon INFO @ 08:05:11] GPU model: None\n", "[codecarbon INFO @ 08:05:15] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W\n", "[codecarbon INFO @ 08:05:15] Energy consumed for all CPUs : 0.000013 kWh. Total CPU Power : 42.5 W\n", "[codecarbon INFO @ 08:05:15] 0.000015 kWh of electricity used since the beginning.\n", "[codecarbon INFO @ 08:05:15] [setup] RAM Tracking...\n", "[codecarbon INFO @ 08:05:15] [setup] GPU Tracking...\n", "[codecarbon INFO @ 08:05:15] No GPU found.\n", "[codecarbon INFO @ 08:05:15] [setup] CPU Tracking...\n", "[codecarbon WARNING @ 08:05:15] No CPU tracking mode found. Falling back on CPU constant mode.\n", "[codecarbon WARNING @ 08:05:17] We saw that you have a 12th Gen Intel(R) Core(TM) i7-1260P but we don't know it. Please contact us.\n", "[codecarbon INFO @ 08:05:17] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:05:17] >>> Tracker's metadata:\n", "[codecarbon INFO @ 08:05:17] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35\n", "[codecarbon INFO @ 08:05:17] Python version: 3.9.0\n", "[codecarbon INFO @ 08:05:17] CodeCarbon version: 2.3.4\n", "[codecarbon INFO @ 08:05:17] Available RAM : 15.475 GB\n", "[codecarbon INFO @ 08:05:17] CPU count: 16\n", "[codecarbon INFO @ 08:05:17] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:05:17] GPU count: None\n", "[codecarbon INFO @ 08:05:17] GPU model: None\n", "[codecarbon INFO @ 08:05:21] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W\n", "[codecarbon INFO @ 08:05:21] Energy consumed for all CPUs : 0.000012 kWh. Total CPU Power : 42.5 W\n", "[codecarbon INFO @ 08:05:21] 0.000014 kWh of electricity used since the beginning.\n", "[codecarbon INFO @ 08:05:21] [setup] RAM Tracking...\n", "[codecarbon INFO @ 08:05:21] [setup] GPU Tracking...\n", "[codecarbon INFO @ 08:05:21] No GPU found.\n", "[codecarbon INFO @ 08:05:21] [setup] CPU Tracking...\n", "[codecarbon WARNING @ 08:05:21] No CPU tracking mode found. Falling back on CPU constant mode.\n", "[codecarbon WARNING @ 08:05:22] We saw that you have a 12th Gen Intel(R) Core(TM) i7-1260P but we don't know it. Please contact us.\n", "[codecarbon INFO @ 08:05:22] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:05:22] >>> Tracker's metadata:\n", "[codecarbon INFO @ 08:05:22] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35\n", "[codecarbon INFO @ 08:05:22] Python version: 3.9.0\n", "[codecarbon INFO @ 08:05:22] CodeCarbon version: 2.3.4\n", "[codecarbon INFO @ 08:05:22] Available RAM : 15.475 GB\n", "[codecarbon INFO @ 08:05:22] CPU count: 16\n", "[codecarbon INFO @ 08:05:22] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:05:22] GPU count: None\n", "[codecarbon INFO @ 08:05:22] GPU model: None\n", "[codecarbon INFO @ 08:05:26] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W\n", "[codecarbon INFO @ 08:05:26] Energy consumed for all CPUs : 0.000012 kWh. Total CPU Power : 42.5 W\n", "[codecarbon INFO @ 08:05:26] 0.000014 kWh of electricity used since the beginning.\n", "[codecarbon INFO @ 08:05:26] [setup] RAM Tracking...\n", "[codecarbon INFO @ 08:05:26] [setup] GPU Tracking...\n", "[codecarbon INFO @ 08:05:26] No GPU found.\n", "[codecarbon INFO @ 08:05:26] [setup] CPU Tracking...\n", "[codecarbon WARNING @ 08:05:26] No CPU tracking mode found. Falling back on CPU constant mode.\n", "[codecarbon WARNING @ 08:05:27] We saw that you have a 12th Gen Intel(R) Core(TM) i7-1260P but we don't know it. Please contact us.\n", "[codecarbon INFO @ 08:05:27] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:05:27] >>> Tracker's metadata:\n", "[codecarbon INFO @ 08:05:27] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35\n", "[codecarbon INFO @ 08:05:27] Python version: 3.9.0\n", "[codecarbon INFO @ 08:05:27] CodeCarbon version: 2.3.4\n", "[codecarbon INFO @ 08:05:27] Available RAM : 15.475 GB\n", "[codecarbon INFO @ 08:05:27] CPU count: 16\n", "[codecarbon INFO @ 08:05:27] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:05:27] GPU count: None\n", "[codecarbon INFO @ 08:05:27] GPU model: None\n", "[codecarbon INFO @ 08:05:31] Energy consumed for RAM : 0.000000 kWh. RAM Power : 5.803128719329834 W\n", "[codecarbon INFO @ 08:05:31] Energy consumed for all CPUs : 0.000001 kWh. Total CPU Power : 42.5 W\n", "[codecarbon INFO @ 08:05:31] 0.000001 kWh of electricity used since the beginning.\n", "[codecarbon INFO @ 08:05:31] [setup] RAM Tracking...\n", "[codecarbon INFO @ 08:05:31] [setup] GPU Tracking...\n", "[codecarbon INFO @ 08:05:31] No GPU found.\n", "[codecarbon INFO @ 08:05:31] [setup] CPU Tracking...\n", "[codecarbon WARNING @ 08:05:31] No CPU tracking mode found. Falling back on CPU constant mode.\n", "[codecarbon WARNING @ 08:05:32] We saw that you have a 12th Gen Intel(R) Core(TM) i7-1260P but we don't know it. Please contact us.\n", "[codecarbon INFO @ 08:05:32] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:05:32] >>> Tracker's metadata:\n", "[codecarbon INFO @ 08:05:32] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35\n", "[codecarbon INFO @ 08:05:32] Python version: 3.9.0\n", "[codecarbon INFO @ 08:05:32] CodeCarbon version: 2.3.4\n", "[codecarbon INFO @ 08:05:32] Available RAM : 15.475 GB\n", "[codecarbon INFO @ 08:05:32] CPU count: 16\n", "[codecarbon INFO @ 08:05:32] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:05:32] GPU count: None\n", "[codecarbon INFO @ 08:05:32] GPU model: None\n", "[codecarbon INFO @ 08:05:35] Energy consumed for RAM : 0.000000 kWh. RAM Power : 5.803128719329834 W\n", "[codecarbon INFO @ 08:05:35] Energy consumed for all CPUs : 0.000001 kWh. Total CPU Power : 42.5 W\n", "[codecarbon INFO @ 08:05:35] 0.000001 kWh of electricity used since the beginning.\n", "[codecarbon INFO @ 08:05:35] [setup] RAM Tracking...\n", "[codecarbon INFO @ 08:05:35] [setup] GPU Tracking...\n", "[codecarbon INFO @ 08:05:35] No GPU found.\n", "[codecarbon INFO @ 08:05:35] [setup] CPU Tracking...\n", "[codecarbon WARNING @ 08:05:35] No CPU tracking mode found. Falling back on CPU constant mode.\n", "[codecarbon WARNING @ 08:05:36] We saw that you have a 12th Gen Intel(R) Core(TM) i7-1260P but we don't know it. Please contact us.\n", "[codecarbon INFO @ 08:05:36] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:05:36] >>> Tracker's metadata:\n", "[codecarbon INFO @ 08:05:36] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35\n", "[codecarbon INFO @ 08:05:36] Python version: 3.9.0\n", "[codecarbon INFO @ 08:05:36] CodeCarbon version: 2.3.4\n", "[codecarbon INFO @ 08:05:36] Available RAM : 15.475 GB\n", "[codecarbon INFO @ 08:05:36] CPU count: 16\n", "[codecarbon INFO @ 08:05:36] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:05:36] GPU count: None\n", "[codecarbon INFO @ 08:05:36] GPU model: None\n", "[codecarbon INFO @ 08:05:39] Energy consumed for RAM : 0.000000 kWh. RAM Power : 5.803128719329834 W\n", "[codecarbon INFO @ 08:05:39] Energy consumed for all CPUs : 0.000001 kWh. Total CPU Power : 42.5 W\n", "[codecarbon INFO @ 08:05:39] 0.000001 kWh of electricity used since the beginning.\n", "[codecarbon INFO @ 08:05:39] [setup] RAM Tracking...\n", "[codecarbon INFO @ 08:05:39] [setup] GPU Tracking...\n", "[codecarbon INFO @ 08:05:39] No GPU found.\n", "[codecarbon INFO @ 08:05:39] [setup] CPU Tracking...\n", "[codecarbon WARNING @ 08:05:39] No CPU tracking mode found. Falling back on CPU constant mode.\n", "[codecarbon WARNING @ 08:05:41] We saw that you have a 12th Gen Intel(R) Core(TM) i7-1260P but we don't know it. Please contact us.\n", "[codecarbon INFO @ 08:05:41] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:05:41] >>> Tracker's metadata:\n", "[codecarbon INFO @ 08:05:41] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35\n", "[codecarbon INFO @ 08:05:41] Python version: 3.9.0\n", "[codecarbon INFO @ 08:05:41] CodeCarbon version: 2.3.4\n", "[codecarbon INFO @ 08:05:41] Available RAM : 15.475 GB\n", "[codecarbon INFO @ 08:05:41] CPU count: 16\n", "[codecarbon INFO @ 08:05:41] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:05:41] GPU count: None\n", "[codecarbon INFO @ 08:05:41] GPU model: None\n", "[codecarbon INFO @ 08:05:44] Energy consumed for RAM : 0.000000 kWh. RAM Power : 5.803128719329834 W\n", "[codecarbon INFO @ 08:05:44] Energy consumed for all CPUs : 0.000001 kWh. Total CPU Power : 42.5 W\n", "[codecarbon INFO @ 08:05:44] 0.000001 kWh of electricity used since the beginning.\n", "[codecarbon INFO @ 08:05:44] [setup] RAM Tracking...\n", "[codecarbon INFO @ 08:05:44] [setup] GPU Tracking...\n", "[codecarbon INFO @ 08:05:44] No GPU found.\n", "[codecarbon INFO @ 08:05:44] [setup] CPU Tracking...\n", "[codecarbon WARNING @ 08:05:44] No CPU tracking mode found. Falling back on CPU constant mode.\n", "[codecarbon WARNING @ 08:05:45] We saw that you have a 12th Gen Intel(R) Core(TM) i7-1260P but we don't know it. Please contact us.\n", "[codecarbon INFO @ 08:05:45] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:05:45] >>> Tracker's metadata:\n", "[codecarbon INFO @ 08:05:45] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35\n", "[codecarbon INFO @ 08:05:45] Python version: 3.9.0\n", "[codecarbon INFO @ 08:05:45] CodeCarbon version: 2.3.4\n", "[codecarbon INFO @ 08:05:45] Available RAM : 15.475 GB\n", "[codecarbon INFO @ 08:05:45] CPU count: 16\n", "[codecarbon INFO @ 08:05:45] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:05:45] GPU count: None\n", "[codecarbon INFO @ 08:05:45] GPU model: None\n", "[codecarbon INFO @ 08:05:48] Energy consumed for RAM : 0.000000 kWh. RAM Power : 5.803128719329834 W\n", "[codecarbon INFO @ 08:05:48] Energy consumed for all CPUs : 0.000001 kWh. Total CPU Power : 42.5 W\n", "[codecarbon INFO @ 08:05:48] 0.000001 kWh of electricity used since the beginning.\n", "[codecarbon INFO @ 08:05:48] [setup] RAM Tracking...\n", "[codecarbon INFO @ 08:05:48] [setup] GPU Tracking...\n", "[codecarbon INFO @ 08:05:48] No GPU found.\n", "[codecarbon INFO @ 08:05:48] [setup] CPU Tracking...\n", "[codecarbon WARNING @ 08:05:48] No CPU tracking mode found. Falling back on CPU constant mode.\n", "[codecarbon WARNING @ 08:05:49] We saw that you have a 12th Gen Intel(R) Core(TM) i7-1260P but we don't know it. Please contact us.\n", "[codecarbon INFO @ 08:05:49] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:05:49] >>> Tracker's metadata:\n", "[codecarbon INFO @ 08:05:49] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35\n", "[codecarbon INFO @ 08:05:49] Python version: 3.9.0\n", "[codecarbon INFO @ 08:05:49] CodeCarbon version: 2.3.4\n", "[codecarbon INFO @ 08:05:49] Available RAM : 15.475 GB\n", "[codecarbon INFO @ 08:05:49] CPU count: 16\n", "[codecarbon INFO @ 08:05:49] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:05:49] GPU count: None\n", "[codecarbon INFO @ 08:05:49] GPU model: None\n", "[codecarbon INFO @ 08:05:53] Energy consumed for RAM : 0.000000 kWh. RAM Power : 5.803128719329834 W\n", "[codecarbon INFO @ 08:05:53] Energy consumed for all CPUs : 0.000001 kWh. Total CPU Power : 42.5 W\n", "[codecarbon INFO @ 08:05:53] 0.000001 kWh of electricity used since the beginning.\n", "[codecarbon INFO @ 08:05:53] [setup] RAM Tracking...\n", "[codecarbon INFO @ 08:05:53] [setup] GPU Tracking...\n", "[codecarbon INFO @ 08:05:53] No GPU found.\n", "[codecarbon INFO @ 08:05:53] [setup] CPU Tracking...\n", "[codecarbon WARNING @ 08:05:53] No CPU tracking mode found. Falling back on CPU constant mode.\n", "[codecarbon WARNING @ 08:05:54] We saw that you have a 12th Gen Intel(R) Core(TM) i7-1260P but we don't know it. Please contact us.\n", "[codecarbon INFO @ 08:05:54] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:05:54] >>> Tracker's metadata:\n", "[codecarbon INFO @ 08:05:54] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35\n", "[codecarbon INFO @ 08:05:54] Python version: 3.9.0\n", "[codecarbon INFO @ 08:05:54] CodeCarbon version: 2.3.4\n", "[codecarbon INFO @ 08:05:54] Available RAM : 15.475 GB\n", "[codecarbon INFO @ 08:05:54] CPU count: 16\n", "[codecarbon INFO @ 08:05:54] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:05:54] GPU count: None\n", "[codecarbon INFO @ 08:05:54] GPU model: None\n", "[codecarbon INFO @ 08:05:57] Energy consumed for RAM : 0.000000 kWh. RAM Power : 5.803128719329834 W\n", "[codecarbon INFO @ 08:05:57] Energy consumed for all CPUs : 0.000001 kWh. Total CPU Power : 42.5 W\n", "[codecarbon INFO @ 08:05:57] 0.000001 kWh of electricity used since the beginning.\n", "[codecarbon INFO @ 08:05:57] [setup] RAM Tracking...\n", "[codecarbon INFO @ 08:05:57] [setup] GPU Tracking...\n", "[codecarbon INFO @ 08:05:57] No GPU found.\n", "[codecarbon INFO @ 08:05:57] [setup] CPU Tracking...\n", "[codecarbon WARNING @ 08:05:57] No CPU tracking mode found. Falling back on CPU constant mode.\n", "[codecarbon WARNING @ 08:05:58] We saw that you have a 12th Gen Intel(R) Core(TM) i7-1260P but we don't know it. Please contact us.\n", "[codecarbon INFO @ 08:05:58] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:05:58] >>> Tracker's metadata:\n", "[codecarbon INFO @ 08:05:58] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35\n", "[codecarbon INFO @ 08:05:58] Python version: 3.9.0\n", "[codecarbon INFO @ 08:05:58] CodeCarbon version: 2.3.4\n", "[codecarbon INFO @ 08:05:58] Available RAM : 15.475 GB\n", "[codecarbon INFO @ 08:05:58] CPU count: 16\n", "[codecarbon INFO @ 08:05:58] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:05:58] GPU count: None\n", "[codecarbon INFO @ 08:05:58] GPU model: None\n", "[codecarbon INFO @ 08:06:01] Energy consumed for RAM : 0.000000 kWh. RAM Power : 5.803128719329834 W\n", "[codecarbon INFO @ 08:06:01] Energy consumed for all CPUs : 0.000001 kWh. Total CPU Power : 42.5 W\n", "[codecarbon INFO @ 08:06:01] 0.000001 kWh of electricity used since the beginning.\n", "[codecarbon INFO @ 08:06:01] [setup] RAM Tracking...\n", "[codecarbon INFO @ 08:06:01] [setup] GPU Tracking...\n", "[codecarbon INFO @ 08:06:01] No GPU found.\n", "[codecarbon INFO @ 08:06:01] [setup] CPU Tracking...\n", "[codecarbon WARNING @ 08:06:01] No CPU tracking mode found. Falling back on CPU constant mode.\n", "[codecarbon WARNING @ 08:06:03] We saw that you have a 12th Gen Intel(R) Core(TM) i7-1260P but we don't know it. Please contact us.\n", "[codecarbon INFO @ 08:06:03] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:06:03] >>> Tracker's metadata:\n", "[codecarbon INFO @ 08:06:03] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35\n", "[codecarbon INFO @ 08:06:03] Python version: 3.9.0\n", "[codecarbon INFO @ 08:06:03] CodeCarbon version: 2.3.4\n", "[codecarbon INFO @ 08:06:03] Available RAM : 15.475 GB\n", "[codecarbon INFO @ 08:06:03] CPU count: 16\n", "[codecarbon INFO @ 08:06:03] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:06:03] GPU count: None\n", "[codecarbon INFO @ 08:06:03] GPU model: None\n", "[codecarbon INFO @ 08:06:06] Energy consumed for RAM : 0.000000 kWh. RAM Power : 5.803128719329834 W\n", "[codecarbon INFO @ 08:06:06] Energy consumed for all CPUs : 0.000001 kWh. Total CPU Power : 42.5 W\n", "[codecarbon INFO @ 08:06:06] 0.000001 kWh of electricity used since the beginning.\n", "[codecarbon INFO @ 08:06:06] [setup] RAM Tracking...\n", "[codecarbon INFO @ 08:06:06] [setup] GPU Tracking...\n", "[codecarbon INFO @ 08:06:06] No GPU found.\n", "[codecarbon INFO @ 08:06:06] [setup] CPU Tracking...\n", "[codecarbon WARNING @ 08:06:06] No CPU tracking mode found. Falling back on CPU constant mode.\n", "[codecarbon WARNING @ 08:06:07] We saw that you have a 12th Gen Intel(R) Core(TM) i7-1260P but we don't know it. Please contact us.\n", "[codecarbon INFO @ 08:06:07] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:06:07] >>> Tracker's metadata:\n", "[codecarbon INFO @ 08:06:07] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35\n", "[codecarbon INFO @ 08:06:07] Python version: 3.9.0\n", "[codecarbon INFO @ 08:06:07] CodeCarbon version: 2.3.4\n", "[codecarbon INFO @ 08:06:07] Available RAM : 15.475 GB\n", "[codecarbon INFO @ 08:06:07] CPU count: 16\n", "[codecarbon INFO @ 08:06:07] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:06:07] GPU count: None\n", "[codecarbon INFO @ 08:06:07] GPU model: None\n", "[codecarbon INFO @ 08:06:10] Energy consumed for RAM : 0.000000 kWh. RAM Power : 5.803128719329834 W\n", "[codecarbon INFO @ 08:06:10] Energy consumed for all CPUs : 0.000001 kWh. Total CPU Power : 42.5 W\n", "[codecarbon INFO @ 08:06:10] 0.000001 kWh of electricity used since the beginning.\n", "[codecarbon INFO @ 08:06:10] [setup] RAM Tracking...\n", "[codecarbon INFO @ 08:06:10] [setup] GPU Tracking...\n", "[codecarbon INFO @ 08:06:10] No GPU found.\n", "[codecarbon INFO @ 08:06:10] [setup] CPU Tracking...\n", "[codecarbon WARNING @ 08:06:10] No CPU tracking mode found. Falling back on CPU constant mode.\n", "[codecarbon WARNING @ 08:06:11] We saw that you have a 12th Gen Intel(R) Core(TM) i7-1260P but we don't know it. Please contact us.\n", "[codecarbon INFO @ 08:06:11] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:06:11] >>> Tracker's metadata:\n", "[codecarbon INFO @ 08:06:11] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35\n", "[codecarbon INFO @ 08:06:11] Python version: 3.9.0\n", "[codecarbon INFO @ 08:06:11] CodeCarbon version: 2.3.4\n", "[codecarbon INFO @ 08:06:11] Available RAM : 15.475 GB\n", "[codecarbon INFO @ 08:06:11] CPU count: 16\n", "[codecarbon INFO @ 08:06:11] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:06:11] GPU count: None\n", "[codecarbon INFO @ 08:06:11] GPU model: None\n", "[codecarbon INFO @ 08:06:14] Energy consumed for RAM : 0.000000 kWh. RAM Power : 5.803128719329834 W\n", "[codecarbon INFO @ 08:06:14] Energy consumed for all CPUs : 0.000001 kWh. Total CPU Power : 42.5 W\n", "[codecarbon INFO @ 08:06:14] 0.000001 kWh of electricity used since the beginning.\n", "[codecarbon INFO @ 08:06:15] [setup] RAM Tracking...\n", "[codecarbon INFO @ 08:06:15] [setup] GPU Tracking...\n", "[codecarbon INFO @ 08:06:15] No GPU found.\n", "[codecarbon INFO @ 08:06:15] [setup] CPU Tracking...\n", "[codecarbon WARNING @ 08:06:15] No CPU tracking mode found. Falling back on CPU constant mode.\n", "[codecarbon WARNING @ 08:06:16] We saw that you have a 12th Gen Intel(R) Core(TM) i7-1260P but we don't know it. Please contact us.\n", "[codecarbon INFO @ 08:06:16] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:06:16] >>> Tracker's metadata:\n", "[codecarbon INFO @ 08:06:16] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35\n", "[codecarbon INFO @ 08:06:16] Python version: 3.9.0\n", "[codecarbon INFO @ 08:06:16] CodeCarbon version: 2.3.4\n", "[codecarbon INFO @ 08:06:16] Available RAM : 15.475 GB\n", "[codecarbon INFO @ 08:06:16] CPU count: 16\n", "[codecarbon INFO @ 08:06:16] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:06:16] GPU count: None\n", "[codecarbon INFO @ 08:06:16] GPU model: None\n", "[codecarbon INFO @ 08:06:20] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W\n", "[codecarbon INFO @ 08:06:20] Energy consumed for all CPUs : 0.000013 kWh. Total CPU Power : 42.5 W\n", "[codecarbon INFO @ 08:06:20] 0.000014 kWh of electricity used since the beginning.\n", "[codecarbon INFO @ 08:06:20] [setup] RAM Tracking...\n", "[codecarbon INFO @ 08:06:20] [setup] GPU Tracking...\n", "[codecarbon INFO @ 08:06:20] No GPU found.\n", "[codecarbon INFO @ 08:06:20] [setup] CPU Tracking...\n", "[codecarbon WARNING @ 08:06:20] No CPU tracking mode found. Falling back on CPU constant mode.\n", "[codecarbon WARNING @ 08:06:21] We saw that you have a 12th Gen Intel(R) Core(TM) i7-1260P but we don't know it. Please contact us.\n", "[codecarbon INFO @ 08:06:21] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:06:21] >>> Tracker's metadata:\n", "[codecarbon INFO @ 08:06:21] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35\n", "[codecarbon INFO @ 08:06:21] Python version: 3.9.0\n", "[codecarbon INFO @ 08:06:21] CodeCarbon version: 2.3.4\n", "[codecarbon INFO @ 08:06:21] Available RAM : 15.475 GB\n", "[codecarbon INFO @ 08:06:21] CPU count: 16\n", "[codecarbon INFO @ 08:06:21] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:06:21] GPU count: None\n", "[codecarbon INFO @ 08:06:21] GPU model: None\n", "[codecarbon INFO @ 08:06:25] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W\n", "[codecarbon INFO @ 08:06:25] Energy consumed for all CPUs : 0.000013 kWh. Total CPU Power : 42.5 W\n", "[codecarbon INFO @ 08:06:25] 0.000014 kWh of electricity used since the beginning.\n", "[codecarbon INFO @ 08:06:25] [setup] RAM Tracking...\n", "[codecarbon INFO @ 08:06:25] [setup] GPU Tracking...\n", "[codecarbon INFO @ 08:06:25] No GPU found.\n", "[codecarbon INFO @ 08:06:25] [setup] CPU Tracking...\n", "[codecarbon WARNING @ 08:06:25] No CPU tracking mode found. Falling back on CPU constant mode.\n", "[codecarbon WARNING @ 08:06:26] We saw that you have a 12th Gen Intel(R) Core(TM) i7-1260P but we don't know it. Please contact us.\n", "[codecarbon INFO @ 08:06:26] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:06:26] >>> Tracker's metadata:\n", "[codecarbon INFO @ 08:06:26] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35\n", "[codecarbon INFO @ 08:06:26] Python version: 3.9.0\n", "[codecarbon INFO @ 08:06:26] CodeCarbon version: 2.3.4\n", "[codecarbon INFO @ 08:06:26] Available RAM : 15.475 GB\n", "[codecarbon INFO @ 08:06:26] CPU count: 16\n", "[codecarbon INFO @ 08:06:26] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:06:26] GPU count: None\n", "[codecarbon INFO @ 08:06:26] GPU model: None\n", "[codecarbon INFO @ 08:06:31] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W\n", "[codecarbon INFO @ 08:06:31] Energy consumed for all CPUs : 0.000013 kWh. Total CPU Power : 42.5 W\n", "[codecarbon INFO @ 08:06:31] 0.000014 kWh of electricity used since the beginning.\n", "[codecarbon INFO @ 08:06:31] [setup] RAM Tracking...\n", "[codecarbon INFO @ 08:06:31] [setup] GPU Tracking...\n", "[codecarbon INFO @ 08:06:31] No GPU found.\n", "[codecarbon INFO @ 08:06:31] [setup] CPU Tracking...\n", "[codecarbon WARNING @ 08:06:31] No CPU tracking mode found. Falling back on CPU constant mode.\n", "[codecarbon WARNING @ 08:06:32] We saw that you have a 12th Gen Intel(R) Core(TM) i7-1260P but we don't know it. Please contact us.\n", "[codecarbon INFO @ 08:06:32] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:06:32] >>> Tracker's metadata:\n", "[codecarbon INFO @ 08:06:32] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35\n", "[codecarbon INFO @ 08:06:32] Python version: 3.9.0\n", "[codecarbon INFO @ 08:06:32] CodeCarbon version: 2.3.4\n", "[codecarbon INFO @ 08:06:32] Available RAM : 15.475 GB\n", "[codecarbon INFO @ 08:06:32] CPU count: 16\n", "[codecarbon INFO @ 08:06:32] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:06:32] GPU count: None\n", "[codecarbon INFO @ 08:06:32] GPU model: None\n", "[codecarbon INFO @ 08:06:36] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W\n", "[codecarbon INFO @ 08:06:36] Energy consumed for all CPUs : 0.000013 kWh. Total CPU Power : 42.5 W\n", "[codecarbon INFO @ 08:06:36] 0.000014 kWh of electricity used since the beginning.\n", "[codecarbon INFO @ 08:06:36] [setup] RAM Tracking...\n", "[codecarbon INFO @ 08:06:36] [setup] GPU Tracking...\n", "[codecarbon INFO @ 08:06:36] No GPU found.\n", "[codecarbon INFO @ 08:06:36] [setup] CPU Tracking...\n", "[codecarbon WARNING @ 08:06:36] No CPU tracking mode found. Falling back on CPU constant mode.\n", "[codecarbon WARNING @ 08:06:37] We saw that you have a 12th Gen Intel(R) Core(TM) i7-1260P but we don't know it. Please contact us.\n", "[codecarbon INFO @ 08:06:37] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:06:37] >>> Tracker's metadata:\n", "[codecarbon INFO @ 08:06:37] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35\n", "[codecarbon INFO @ 08:06:37] Python version: 3.9.0\n", "[codecarbon INFO @ 08:06:37] CodeCarbon version: 2.3.4\n", "[codecarbon INFO @ 08:06:37] Available RAM : 15.475 GB\n", "[codecarbon INFO @ 08:06:37] CPU count: 16\n", "[codecarbon INFO @ 08:06:37] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:06:37] GPU count: None\n", "[codecarbon INFO @ 08:06:37] GPU model: None\n", "[codecarbon INFO @ 08:06:41] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W\n", "[codecarbon INFO @ 08:06:41] Energy consumed for all CPUs : 0.000013 kWh. Total CPU Power : 42.5 W\n", "[codecarbon INFO @ 08:06:41] 0.000014 kWh of electricity used since the beginning.\n", "[codecarbon INFO @ 08:06:41] [setup] RAM Tracking...\n", "[codecarbon INFO @ 08:06:41] [setup] GPU Tracking...\n", "[codecarbon INFO @ 08:06:41] No GPU found.\n", "[codecarbon INFO @ 08:06:41] [setup] CPU Tracking...\n", "[codecarbon WARNING @ 08:06:41] No CPU tracking mode found. Falling back on CPU constant mode.\n", "[codecarbon WARNING @ 08:06:43] We saw that you have a 12th Gen Intel(R) Core(TM) i7-1260P but we don't know it. Please contact us.\n", "[codecarbon INFO @ 08:06:43] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:06:43] >>> Tracker's metadata:\n", "[codecarbon INFO @ 08:06:43] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35\n", "[codecarbon INFO @ 08:06:43] Python version: 3.9.0\n", "[codecarbon INFO @ 08:06:43] CodeCarbon version: 2.3.4\n", "[codecarbon INFO @ 08:06:43] Available RAM : 15.475 GB\n", "[codecarbon INFO @ 08:06:43] CPU count: 16\n", "[codecarbon INFO @ 08:06:43] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:06:43] GPU count: None\n", "[codecarbon INFO @ 08:06:43] GPU model: None\n", "[codecarbon INFO @ 08:06:47] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W\n", "[codecarbon INFO @ 08:06:47] Energy consumed for all CPUs : 0.000013 kWh. Total CPU Power : 42.5 W\n", "[codecarbon INFO @ 08:06:47] 0.000014 kWh of electricity used since the beginning.\n", "[codecarbon INFO @ 08:06:47] [setup] RAM Tracking...\n", "[codecarbon INFO @ 08:06:47] [setup] GPU Tracking...\n", "[codecarbon INFO @ 08:06:47] No GPU found.\n", "[codecarbon INFO @ 08:06:47] [setup] CPU Tracking...\n", "[codecarbon WARNING @ 08:06:47] No CPU tracking mode found. Falling back on CPU constant mode.\n", "[codecarbon WARNING @ 08:06:48] We saw that you have a 12th Gen Intel(R) Core(TM) i7-1260P but we don't know it. Please contact us.\n", "[codecarbon INFO @ 08:06:48] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:06:48] >>> Tracker's metadata:\n", "[codecarbon INFO @ 08:06:48] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35\n", "[codecarbon INFO @ 08:06:48] Python version: 3.9.0\n", "[codecarbon INFO @ 08:06:48] CodeCarbon version: 2.3.4\n", "[codecarbon INFO @ 08:06:48] Available RAM : 15.475 GB\n", "[codecarbon INFO @ 08:06:48] CPU count: 16\n", "[codecarbon INFO @ 08:06:48] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:06:48] GPU count: None\n", "[codecarbon INFO @ 08:06:48] GPU model: None\n", "[codecarbon INFO @ 08:06:52] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W\n", "[codecarbon INFO @ 08:06:52] Energy consumed for all CPUs : 0.000013 kWh. Total CPU Power : 42.5 W\n", "[codecarbon INFO @ 08:06:52] 0.000014 kWh of electricity used since the beginning.\n", "[codecarbon INFO @ 08:06:52] [setup] RAM Tracking...\n", "[codecarbon INFO @ 08:06:52] [setup] GPU Tracking...\n", "[codecarbon INFO @ 08:06:52] No GPU found.\n", "[codecarbon INFO @ 08:06:52] [setup] CPU Tracking...\n", "[codecarbon WARNING @ 08:06:52] No CPU tracking mode found. Falling back on CPU constant mode.\n", "[codecarbon WARNING @ 08:06:53] We saw that you have a 12th Gen Intel(R) Core(TM) i7-1260P but we don't know it. Please contact us.\n", "[codecarbon INFO @ 08:06:53] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:06:53] >>> Tracker's metadata:\n", "[codecarbon INFO @ 08:06:53] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35\n", "[codecarbon INFO @ 08:06:53] Python version: 3.9.0\n", "[codecarbon INFO @ 08:06:53] CodeCarbon version: 2.3.4\n", "[codecarbon INFO @ 08:06:53] Available RAM : 15.475 GB\n", "[codecarbon INFO @ 08:06:53] CPU count: 16\n", "[codecarbon INFO @ 08:06:53] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:06:53] GPU count: None\n", "[codecarbon INFO @ 08:06:53] GPU model: None\n", "[codecarbon INFO @ 08:06:57] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W\n", "[codecarbon INFO @ 08:06:57] Energy consumed for all CPUs : 0.000013 kWh. Total CPU Power : 42.5 W\n", "[codecarbon INFO @ 08:06:57] 0.000014 kWh of electricity used since the beginning.\n", "[codecarbon INFO @ 08:06:58] [setup] RAM Tracking...\n", "[codecarbon INFO @ 08:06:58] [setup] GPU Tracking...\n", "[codecarbon INFO @ 08:06:58] No GPU found.\n", "[codecarbon INFO @ 08:06:58] [setup] CPU Tracking...\n", "[codecarbon WARNING @ 08:06:58] No CPU tracking mode found. Falling back on CPU constant mode.\n", "[codecarbon WARNING @ 08:06:59] We saw that you have a 12th Gen Intel(R) Core(TM) i7-1260P but we don't know it. Please contact us.\n", "[codecarbon INFO @ 08:06:59] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:06:59] >>> Tracker's metadata:\n", "[codecarbon INFO @ 08:06:59] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35\n", "[codecarbon INFO @ 08:06:59] Python version: 3.9.0\n", "[codecarbon INFO @ 08:06:59] CodeCarbon version: 2.3.4\n", "[codecarbon INFO @ 08:06:59] Available RAM : 15.475 GB\n", "[codecarbon INFO @ 08:06:59] CPU count: 16\n", "[codecarbon INFO @ 08:06:59] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:06:59] GPU count: None\n", "[codecarbon INFO @ 08:06:59] GPU model: None\n", "[codecarbon INFO @ 08:07:03] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W\n", "[codecarbon INFO @ 08:07:03] Energy consumed for all CPUs : 0.000013 kWh. Total CPU Power : 42.5 W\n", "[codecarbon INFO @ 08:07:03] 0.000014 kWh of electricity used since the beginning.\n", "[codecarbon INFO @ 08:07:03] [setup] RAM Tracking...\n", "[codecarbon INFO @ 08:07:03] [setup] GPU Tracking...\n", "[codecarbon INFO @ 08:07:03] No GPU found.\n", "[codecarbon INFO @ 08:07:03] [setup] CPU Tracking...\n", "[codecarbon WARNING @ 08:07:03] No CPU tracking mode found. Falling back on CPU constant mode.\n", "[codecarbon WARNING @ 08:07:04] We saw that you have a 12th Gen Intel(R) Core(TM) i7-1260P but we don't know it. Please contact us.\n", "[codecarbon INFO @ 08:07:04] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:07:04] >>> Tracker's metadata:\n", "[codecarbon INFO @ 08:07:04] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35\n", "[codecarbon INFO @ 08:07:04] Python version: 3.9.0\n", "[codecarbon INFO @ 08:07:04] CodeCarbon version: 2.3.4\n", "[codecarbon INFO @ 08:07:04] Available RAM : 15.475 GB\n", "[codecarbon INFO @ 08:07:04] CPU count: 16\n", "[codecarbon INFO @ 08:07:04] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:07:04] GPU count: None\n", "[codecarbon INFO @ 08:07:04] GPU model: None\n", "[codecarbon INFO @ 08:07:08] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W\n", "[codecarbon INFO @ 08:07:08] Energy consumed for all CPUs : 0.000012 kWh. Total CPU Power : 42.5 W\n", "[codecarbon INFO @ 08:07:08] 0.000014 kWh of electricity used since the beginning.\n", "[codecarbon INFO @ 08:07:08] [setup] RAM Tracking...\n", "[codecarbon INFO @ 08:07:08] [setup] GPU Tracking...\n", "[codecarbon INFO @ 08:07:08] No GPU found.\n", "[codecarbon INFO @ 08:07:08] [setup] CPU Tracking...\n", "[codecarbon WARNING @ 08:07:08] No CPU tracking mode found. Falling back on CPU constant mode.\n", "[codecarbon WARNING @ 08:07:10] We saw that you have a 12th Gen Intel(R) Core(TM) i7-1260P but we don't know it. Please contact us.\n", "[codecarbon INFO @ 08:07:10] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:07:10] >>> Tracker's metadata:\n", "[codecarbon INFO @ 08:07:10] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35\n", "[codecarbon INFO @ 08:07:10] Python version: 3.9.0\n", "[codecarbon INFO @ 08:07:10] CodeCarbon version: 2.3.4\n", "[codecarbon INFO @ 08:07:10] Available RAM : 15.475 GB\n", "[codecarbon INFO @ 08:07:10] CPU count: 16\n", "[codecarbon INFO @ 08:07:10] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:07:10] GPU count: None\n", "[codecarbon INFO @ 08:07:10] GPU model: None\n", "[codecarbon INFO @ 08:07:14] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W\n", "[codecarbon INFO @ 08:07:14] Energy consumed for all CPUs : 0.000013 kWh. Total CPU Power : 42.5 W\n", "[codecarbon INFO @ 08:07:14] 0.000014 kWh of electricity used since the beginning.\n", "[codecarbon INFO @ 08:07:14] [setup] RAM Tracking...\n", "[codecarbon INFO @ 08:07:14] [setup] GPU Tracking...\n", "[codecarbon INFO @ 08:07:14] No GPU found.\n", "[codecarbon INFO @ 08:07:14] [setup] CPU Tracking...\n", "[codecarbon WARNING @ 08:07:14] No CPU tracking mode found. Falling back on CPU constant mode.\n", "[codecarbon WARNING @ 08:07:15] We saw that you have a 12th Gen Intel(R) Core(TM) i7-1260P but we don't know it. Please contact us.\n", "[codecarbon INFO @ 08:07:15] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:07:15] >>> Tracker's metadata:\n", "[codecarbon INFO @ 08:07:15] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35\n", "[codecarbon INFO @ 08:07:15] Python version: 3.9.0\n", "[codecarbon INFO @ 08:07:15] CodeCarbon version: 2.3.4\n", "[codecarbon INFO @ 08:07:15] Available RAM : 15.475 GB\n", "[codecarbon INFO @ 08:07:15] CPU count: 16\n", "[codecarbon INFO @ 08:07:15] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:07:15] GPU count: None\n", "[codecarbon INFO @ 08:07:15] GPU model: None\n", "[codecarbon INFO @ 08:07:19] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W\n", "[codecarbon INFO @ 08:07:19] Energy consumed for all CPUs : 0.000013 kWh. Total CPU Power : 42.5 W\n", "[codecarbon INFO @ 08:07:19] 0.000014 kWh of electricity used since the beginning.\n", "[codecarbon INFO @ 08:07:19] [setup] RAM Tracking...\n", "[codecarbon INFO @ 08:07:19] [setup] GPU Tracking...\n", "[codecarbon INFO @ 08:07:19] No GPU found.\n", "[codecarbon INFO @ 08:07:19] [setup] CPU Tracking...\n", "[codecarbon WARNING @ 08:07:19] No CPU tracking mode found. Falling back on CPU constant mode.\n", "[codecarbon WARNING @ 08:07:20] We saw that you have a 12th Gen Intel(R) Core(TM) i7-1260P but we don't know it. Please contact us.\n", "[codecarbon INFO @ 08:07:20] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:07:20] >>> Tracker's metadata:\n", "[codecarbon INFO @ 08:07:20] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35\n", "[codecarbon INFO @ 08:07:20] Python version: 3.9.0\n", "[codecarbon INFO @ 08:07:20] CodeCarbon version: 2.3.4\n", "[codecarbon INFO @ 08:07:20] Available RAM : 15.475 GB\n", "[codecarbon INFO @ 08:07:20] CPU count: 16\n", "[codecarbon INFO @ 08:07:20] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:07:20] GPU count: None\n", "[codecarbon INFO @ 08:07:20] GPU model: None\n", "[codecarbon INFO @ 08:07:24] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W\n", "[codecarbon INFO @ 08:07:24] Energy consumed for all CPUs : 0.000012 kWh. Total CPU Power : 42.5 W\n", "[codecarbon INFO @ 08:07:24] 0.000014 kWh of electricity used since the beginning.\n", "[codecarbon INFO @ 08:07:25] [setup] RAM Tracking...\n", "[codecarbon INFO @ 08:07:25] [setup] GPU Tracking...\n", "[codecarbon INFO @ 08:07:25] No GPU found.\n", "[codecarbon INFO @ 08:07:25] [setup] CPU Tracking...\n", "[codecarbon WARNING @ 08:07:25] No CPU tracking mode found. Falling back on CPU constant mode.\n", "[codecarbon WARNING @ 08:07:26] We saw that you have a 12th Gen Intel(R) Core(TM) i7-1260P but we don't know it. Please contact us.\n", "[codecarbon INFO @ 08:07:26] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:07:26] >>> Tracker's metadata:\n", "[codecarbon INFO @ 08:07:26] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35\n", "[codecarbon INFO @ 08:07:26] Python version: 3.9.0\n", "[codecarbon INFO @ 08:07:26] CodeCarbon version: 2.3.4\n", "[codecarbon INFO @ 08:07:26] Available RAM : 15.475 GB\n", "[codecarbon INFO @ 08:07:26] CPU count: 16\n", "[codecarbon INFO @ 08:07:26] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:07:26] GPU count: None\n", "[codecarbon INFO @ 08:07:26] GPU model: None\n", "[codecarbon INFO @ 08:07:30] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W\n", "[codecarbon INFO @ 08:07:30] Energy consumed for all CPUs : 0.000013 kWh. Total CPU Power : 42.5 W\n", "[codecarbon INFO @ 08:07:30] 0.000014 kWh of electricity used since the beginning.\n", "[codecarbon INFO @ 08:07:30] [setup] RAM Tracking...\n", "[codecarbon INFO @ 08:07:30] [setup] GPU Tracking...\n", "[codecarbon INFO @ 08:07:30] No GPU found.\n", "[codecarbon INFO @ 08:07:30] [setup] CPU Tracking...\n", "[codecarbon WARNING @ 08:07:30] No CPU tracking mode found. Falling back on CPU constant mode.\n", "[codecarbon WARNING @ 08:07:31] We saw that you have a 12th Gen Intel(R) Core(TM) i7-1260P but we don't know it. Please contact us.\n", "[codecarbon INFO @ 08:07:31] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:07:31] >>> Tracker's metadata:\n", "[codecarbon INFO @ 08:07:31] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35\n", "[codecarbon INFO @ 08:07:31] Python version: 3.9.0\n", "[codecarbon INFO @ 08:07:31] CodeCarbon version: 2.3.4\n", "[codecarbon INFO @ 08:07:31] Available RAM : 15.475 GB\n", "[codecarbon INFO @ 08:07:31] CPU count: 16\n", "[codecarbon INFO @ 08:07:31] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:07:31] GPU count: None\n", "[codecarbon INFO @ 08:07:31] GPU model: None\n", "[codecarbon INFO @ 08:07:35] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W\n", "[codecarbon INFO @ 08:07:35] Energy consumed for all CPUs : 0.000013 kWh. Total CPU Power : 42.5 W\n", "[codecarbon INFO @ 08:07:35] 0.000014 kWh of electricity used since the beginning.\n", "[codecarbon INFO @ 08:07:35] [setup] RAM Tracking...\n", "[codecarbon INFO @ 08:07:35] [setup] GPU Tracking...\n", "[codecarbon INFO @ 08:07:35] No GPU found.\n", "[codecarbon INFO @ 08:07:35] [setup] CPU Tracking...\n", "[codecarbon WARNING @ 08:07:35] No CPU tracking mode found. Falling back on CPU constant mode.\n", "[codecarbon WARNING @ 08:07:36] We saw that you have a 12th Gen Intel(R) Core(TM) i7-1260P but we don't know it. Please contact us.\n", "[codecarbon INFO @ 08:07:36] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:07:36] >>> Tracker's metadata:\n", "[codecarbon INFO @ 08:07:36] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35\n", "[codecarbon INFO @ 08:07:36] Python version: 3.9.0\n", "[codecarbon INFO @ 08:07:36] CodeCarbon version: 2.3.4\n", "[codecarbon INFO @ 08:07:36] Available RAM : 15.475 GB\n", "[codecarbon INFO @ 08:07:36] CPU count: 16\n", "[codecarbon INFO @ 08:07:36] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:07:36] GPU count: None\n", "[codecarbon INFO @ 08:07:36] GPU model: None\n", "[codecarbon INFO @ 08:07:41] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W\n", "[codecarbon INFO @ 08:07:41] Energy consumed for all CPUs : 0.000013 kWh. Total CPU Power : 42.5 W\n", "[codecarbon INFO @ 08:07:41] 0.000014 kWh of electricity used since the beginning.\n", "[codecarbon INFO @ 08:07:41] [setup] RAM Tracking...\n", "[codecarbon INFO @ 08:07:41] [setup] GPU Tracking...\n", "[codecarbon INFO @ 08:07:41] No GPU found.\n", "[codecarbon INFO @ 08:07:41] [setup] CPU Tracking...\n", "[codecarbon WARNING @ 08:07:41] No CPU tracking mode found. Falling back on CPU constant mode.\n", "[codecarbon WARNING @ 08:07:42] We saw that you have a 12th Gen Intel(R) Core(TM) i7-1260P but we don't know it. Please contact us.\n", "[codecarbon INFO @ 08:07:42] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:07:42] >>> Tracker's metadata:\n", "[codecarbon INFO @ 08:07:42] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35\n", "[codecarbon INFO @ 08:07:42] Python version: 3.9.0\n", "[codecarbon INFO @ 08:07:42] CodeCarbon version: 2.3.4\n", "[codecarbon INFO @ 08:07:42] Available RAM : 15.475 GB\n", "[codecarbon INFO @ 08:07:42] CPU count: 16\n", "[codecarbon INFO @ 08:07:42] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:07:42] GPU count: None\n", "[codecarbon INFO @ 08:07:42] GPU model: None\n", "[codecarbon INFO @ 08:07:46] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W\n", "[codecarbon INFO @ 08:07:46] Energy consumed for all CPUs : 0.000013 kWh. Total CPU Power : 42.5 W\n", "[codecarbon INFO @ 08:07:46] 0.000014 kWh of electricity used since the beginning.\n", "[codecarbon INFO @ 08:07:46] [setup] RAM Tracking...\n", "[codecarbon INFO @ 08:07:46] [setup] GPU Tracking...\n", "[codecarbon INFO @ 08:07:46] No GPU found.\n", "[codecarbon INFO @ 08:07:46] [setup] CPU Tracking...\n", "[codecarbon WARNING @ 08:07:46] No CPU tracking mode found. Falling back on CPU constant mode.\n", "[codecarbon WARNING @ 08:07:47] We saw that you have a 12th Gen Intel(R) Core(TM) i7-1260P but we don't know it. Please contact us.\n", "[codecarbon INFO @ 08:07:47] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:07:47] >>> Tracker's metadata:\n", "[codecarbon INFO @ 08:07:47] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35\n", "[codecarbon INFO @ 08:07:47] Python version: 3.9.0\n", "[codecarbon INFO @ 08:07:47] CodeCarbon version: 2.3.4\n", "[codecarbon INFO @ 08:07:47] Available RAM : 15.475 GB\n", "[codecarbon INFO @ 08:07:47] CPU count: 16\n", "[codecarbon INFO @ 08:07:47] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:07:47] GPU count: None\n", "[codecarbon INFO @ 08:07:47] GPU model: None\n", "[codecarbon INFO @ 08:07:51] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W\n", "[codecarbon INFO @ 08:07:51] Energy consumed for all CPUs : 0.000013 kWh. Total CPU Power : 42.5 W\n", "[codecarbon INFO @ 08:07:51] 0.000014 kWh of electricity used since the beginning.\n", "[codecarbon INFO @ 08:07:51] [setup] RAM Tracking...\n", "[codecarbon INFO @ 08:07:51] [setup] GPU Tracking...\n", "[codecarbon INFO @ 08:07:51] No GPU found.\n", "[codecarbon INFO @ 08:07:51] [setup] CPU Tracking...\n", "[codecarbon WARNING @ 08:07:51] No CPU tracking mode found. Falling back on CPU constant mode.\n", "[codecarbon WARNING @ 08:07:53] We saw that you have a 12th Gen Intel(R) Core(TM) i7-1260P but we don't know it. Please contact us.\n", "[codecarbon INFO @ 08:07:53] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:07:53] >>> Tracker's metadata:\n", "[codecarbon INFO @ 08:07:53] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35\n", "[codecarbon INFO @ 08:07:53] Python version: 3.9.0\n", "[codecarbon INFO @ 08:07:53] CodeCarbon version: 2.3.4\n", "[codecarbon INFO @ 08:07:53] Available RAM : 15.475 GB\n", "[codecarbon INFO @ 08:07:53] CPU count: 16\n", "[codecarbon INFO @ 08:07:53] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:07:53] GPU count: None\n", "[codecarbon INFO @ 08:07:53] GPU model: None\n", "[codecarbon INFO @ 08:07:57] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W\n", "[codecarbon INFO @ 08:07:57] Energy consumed for all CPUs : 0.000013 kWh. Total CPU Power : 42.5 W\n", "[codecarbon INFO @ 08:07:57] 0.000014 kWh of electricity used since the beginning.\n", "[codecarbon INFO @ 08:07:57] [setup] RAM Tracking...\n", "[codecarbon INFO @ 08:07:57] [setup] GPU Tracking...\n", "[codecarbon INFO @ 08:07:57] No GPU found.\n", "[codecarbon INFO @ 08:07:57] [setup] CPU Tracking...\n", "[codecarbon WARNING @ 08:07:57] No CPU tracking mode found. Falling back on CPU constant mode.\n", "[codecarbon WARNING @ 08:07:58] We saw that you have a 12th Gen Intel(R) Core(TM) i7-1260P but we don't know it. Please contact us.\n", "[codecarbon INFO @ 08:07:58] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:07:58] >>> Tracker's metadata:\n", "[codecarbon INFO @ 08:07:58] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35\n", "[codecarbon INFO @ 08:07:58] Python version: 3.9.0\n", "[codecarbon INFO @ 08:07:58] CodeCarbon version: 2.3.4\n", "[codecarbon INFO @ 08:07:58] Available RAM : 15.475 GB\n", "[codecarbon INFO @ 08:07:58] CPU count: 16\n", "[codecarbon INFO @ 08:07:58] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:07:58] GPU count: None\n", "[codecarbon INFO @ 08:07:58] GPU model: None\n", "[codecarbon INFO @ 08:08:02] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W\n", "[codecarbon INFO @ 08:08:02] Energy consumed for all CPUs : 0.000013 kWh. Total CPU Power : 42.5 W\n", "[codecarbon INFO @ 08:08:02] 0.000014 kWh of electricity used since the beginning.\n", "[codecarbon INFO @ 08:08:02] [setup] RAM Tracking...\n", "[codecarbon INFO @ 08:08:02] [setup] GPU Tracking...\n", "[codecarbon INFO @ 08:08:02] No GPU found.\n", "[codecarbon INFO @ 08:08:02] [setup] CPU Tracking...\n", "[codecarbon WARNING @ 08:08:02] No CPU tracking mode found. Falling back on CPU constant mode.\n", "[codecarbon WARNING @ 08:08:03] We saw that you have a 12th Gen Intel(R) Core(TM) i7-1260P but we don't know it. Please contact us.\n", "[codecarbon INFO @ 08:08:03] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:08:03] >>> Tracker's metadata:\n", "[codecarbon INFO @ 08:08:03] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35\n", "[codecarbon INFO @ 08:08:03] Python version: 3.9.0\n", "[codecarbon INFO @ 08:08:03] CodeCarbon version: 2.3.4\n", "[codecarbon INFO @ 08:08:03] Available RAM : 15.475 GB\n", "[codecarbon INFO @ 08:08:03] CPU count: 16\n", "[codecarbon INFO @ 08:08:03] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:08:03] GPU count: None\n", "[codecarbon INFO @ 08:08:03] GPU model: None\n", "[codecarbon INFO @ 08:08:08] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W\n", "[codecarbon INFO @ 08:08:08] Energy consumed for all CPUs : 0.000013 kWh. Total CPU Power : 42.5 W\n", "[codecarbon INFO @ 08:08:08] 0.000014 kWh of electricity used since the beginning.\n", "[codecarbon INFO @ 08:08:08] [setup] RAM Tracking...\n", "[codecarbon INFO @ 08:08:08] [setup] GPU Tracking...\n", "[codecarbon INFO @ 08:08:08] No GPU found.\n", "[codecarbon INFO @ 08:08:08] [setup] CPU Tracking...\n", "[codecarbon WARNING @ 08:08:08] No CPU tracking mode found. Falling back on CPU constant mode.\n", "[codecarbon WARNING @ 08:08:09] We saw that you have a 12th Gen Intel(R) Core(TM) i7-1260P but we don't know it. Please contact us.\n", "[codecarbon INFO @ 08:08:09] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:08:09] >>> Tracker's metadata:\n", "[codecarbon INFO @ 08:08:09] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35\n", "[codecarbon INFO @ 08:08:09] Python version: 3.9.0\n", "[codecarbon INFO @ 08:08:09] CodeCarbon version: 2.3.4\n", "[codecarbon INFO @ 08:08:09] Available RAM : 15.475 GB\n", "[codecarbon INFO @ 08:08:09] CPU count: 16\n", "[codecarbon INFO @ 08:08:09] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:08:09] GPU count: None\n", "[codecarbon INFO @ 08:08:09] GPU model: None\n", "[codecarbon INFO @ 08:08:13] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W\n", "[codecarbon INFO @ 08:08:13] Energy consumed for all CPUs : 0.000012 kWh. Total CPU Power : 42.5 W\n", "[codecarbon INFO @ 08:08:13] 0.000014 kWh of electricity used since the beginning.\n", "[codecarbon INFO @ 08:08:13] [setup] RAM Tracking...\n", "[codecarbon INFO @ 08:08:13] [setup] GPU Tracking...\n", "[codecarbon INFO @ 08:08:13] No GPU found.\n", "[codecarbon INFO @ 08:08:13] [setup] CPU Tracking...\n", "[codecarbon WARNING @ 08:08:13] No CPU tracking mode found. Falling back on CPU constant mode.\n", "[codecarbon WARNING @ 08:08:14] We saw that you have a 12th Gen Intel(R) Core(TM) i7-1260P but we don't know it. Please contact us.\n", "[codecarbon INFO @ 08:08:14] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:08:14] >>> Tracker's metadata:\n", "[codecarbon INFO @ 08:08:14] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35\n", "[codecarbon INFO @ 08:08:14] Python version: 3.9.0\n", "[codecarbon INFO @ 08:08:14] CodeCarbon version: 2.3.4\n", "[codecarbon INFO @ 08:08:14] Available RAM : 15.475 GB\n", "[codecarbon INFO @ 08:08:14] CPU count: 16\n", "[codecarbon INFO @ 08:08:14] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:08:14] GPU count: None\n", "[codecarbon INFO @ 08:08:14] GPU model: None\n", "[codecarbon INFO @ 08:08:21] Energy consumed for RAM : 0.000007 kWh. RAM Power : 5.803128719329834 W\n", "[codecarbon INFO @ 08:08:21] Energy consumed for all CPUs : 0.000048 kWh. Total CPU Power : 42.5 W\n", "[codecarbon INFO @ 08:08:21] 0.000055 kWh of electricity used since the beginning.\n", "[codecarbon INFO @ 08:08:21] [setup] RAM Tracking...\n", "[codecarbon INFO @ 08:08:21] [setup] GPU Tracking...\n", "[codecarbon INFO @ 08:08:21] No GPU found.\n", "[codecarbon INFO @ 08:08:21] [setup] CPU Tracking...\n", "[codecarbon WARNING @ 08:08:21] No CPU tracking mode found. Falling back on CPU constant mode.\n", "[codecarbon WARNING @ 08:08:23] We saw that you have a 12th Gen Intel(R) Core(TM) i7-1260P but we don't know it. Please contact us.\n", "[codecarbon INFO @ 08:08:23] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:08:23] >>> Tracker's metadata:\n", "[codecarbon INFO @ 08:08:23] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35\n", "[codecarbon INFO @ 08:08:23] Python version: 3.9.0\n", "[codecarbon INFO @ 08:08:23] CodeCarbon version: 2.3.4\n", "[codecarbon INFO @ 08:08:23] Available RAM : 15.475 GB\n", "[codecarbon INFO @ 08:08:23] CPU count: 16\n", "[codecarbon INFO @ 08:08:23] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:08:23] GPU count: None\n", "[codecarbon INFO @ 08:08:23] GPU model: None\n", "[codecarbon INFO @ 08:08:30] Energy consumed for RAM : 0.000007 kWh. RAM Power : 5.803128719329834 W\n", "[codecarbon INFO @ 08:08:30] Energy consumed for all CPUs : 0.000048 kWh. Total CPU Power : 42.5 W\n", "[codecarbon INFO @ 08:08:30] 0.000055 kWh of electricity used since the beginning.\n", "[codecarbon INFO @ 08:08:30] [setup] RAM Tracking...\n", "[codecarbon INFO @ 08:08:30] [setup] GPU Tracking...\n", "[codecarbon INFO @ 08:08:30] No GPU found.\n", "[codecarbon INFO @ 08:08:30] [setup] CPU Tracking...\n", "[codecarbon WARNING @ 08:08:30] No CPU tracking mode found. Falling back on CPU constant mode.\n", "[codecarbon WARNING @ 08:08:31] We saw that you have a 12th Gen Intel(R) Core(TM) i7-1260P but we don't know it. Please contact us.\n", "[codecarbon INFO @ 08:08:31] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:08:31] >>> Tracker's metadata:\n", "[codecarbon INFO @ 08:08:31] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35\n", "[codecarbon INFO @ 08:08:31] Python version: 3.9.0\n", "[codecarbon INFO @ 08:08:31] CodeCarbon version: 2.3.4\n", "[codecarbon INFO @ 08:08:31] Available RAM : 15.475 GB\n", "[codecarbon INFO @ 08:08:31] CPU count: 16\n", "[codecarbon INFO @ 08:08:31] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:08:31] GPU count: None\n", "[codecarbon INFO @ 08:08:31] GPU model: None\n", "[codecarbon INFO @ 08:08:38] Energy consumed for RAM : 0.000007 kWh. RAM Power : 5.803128719329834 W\n", "[codecarbon INFO @ 08:08:38] Energy consumed for all CPUs : 0.000048 kWh. Total CPU Power : 42.5 W\n", "[codecarbon INFO @ 08:08:38] 0.000055 kWh of electricity used since the beginning.\n", "[codecarbon INFO @ 08:08:38] [setup] RAM Tracking...\n", "[codecarbon INFO @ 08:08:38] [setup] GPU Tracking...\n", "[codecarbon INFO @ 08:08:38] No GPU found.\n", "[codecarbon INFO @ 08:08:38] [setup] CPU Tracking...\n", "[codecarbon WARNING @ 08:08:38] No CPU tracking mode found. Falling back on CPU constant mode.\n", "[codecarbon WARNING @ 08:08:39] We saw that you have a 12th Gen Intel(R) Core(TM) i7-1260P but we don't know it. Please contact us.\n", "[codecarbon INFO @ 08:08:39] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:08:39] >>> Tracker's metadata:\n", "[codecarbon INFO @ 08:08:39] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35\n", "[codecarbon INFO @ 08:08:39] Python version: 3.9.0\n", "[codecarbon INFO @ 08:08:39] CodeCarbon version: 2.3.4\n", "[codecarbon INFO @ 08:08:39] Available RAM : 15.475 GB\n", "[codecarbon INFO @ 08:08:39] CPU count: 16\n", "[codecarbon INFO @ 08:08:39] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:08:39] GPU count: None\n", "[codecarbon INFO @ 08:08:39] GPU model: None\n", "[codecarbon INFO @ 08:08:47] Energy consumed for RAM : 0.000007 kWh. RAM Power : 5.803128719329834 W\n", "[codecarbon INFO @ 08:08:47] Energy consumed for all CPUs : 0.000048 kWh. Total CPU Power : 42.5 W\n", "[codecarbon INFO @ 08:08:47] 0.000055 kWh of electricity used since the beginning.\n", "[codecarbon INFO @ 08:08:47] [setup] RAM Tracking...\n", "[codecarbon INFO @ 08:08:47] [setup] GPU Tracking...\n", "[codecarbon INFO @ 08:08:47] No GPU found.\n", "[codecarbon INFO @ 08:08:47] [setup] CPU Tracking...\n", "[codecarbon WARNING @ 08:08:47] No CPU tracking mode found. Falling back on CPU constant mode.\n", "[codecarbon WARNING @ 08:08:48] We saw that you have a 12th Gen Intel(R) Core(TM) i7-1260P but we don't know it. Please contact us.\n", "[codecarbon INFO @ 08:08:48] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:08:48] >>> Tracker's metadata:\n", "[codecarbon INFO @ 08:08:48] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35\n", "[codecarbon INFO @ 08:08:48] Python version: 3.9.0\n", "[codecarbon INFO @ 08:08:48] CodeCarbon version: 2.3.4\n", "[codecarbon INFO @ 08:08:48] Available RAM : 15.475 GB\n", "[codecarbon INFO @ 08:08:48] CPU count: 16\n", "[codecarbon INFO @ 08:08:48] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:08:48] GPU count: None\n", "[codecarbon INFO @ 08:08:48] GPU model: None\n", "[codecarbon INFO @ 08:08:55] Energy consumed for RAM : 0.000007 kWh. RAM Power : 5.803128719329834 W\n", "[codecarbon INFO @ 08:08:55] Energy consumed for all CPUs : 0.000048 kWh. Total CPU Power : 42.5 W\n", "[codecarbon INFO @ 08:08:55] 0.000055 kWh of electricity used since the beginning.\n", "[codecarbon INFO @ 08:08:55] [setup] RAM Tracking...\n", "[codecarbon INFO @ 08:08:55] [setup] GPU Tracking...\n", "[codecarbon INFO @ 08:08:55] No GPU found.\n", "[codecarbon INFO @ 08:08:55] [setup] CPU Tracking...\n", "[codecarbon WARNING @ 08:08:55] No CPU tracking mode found. Falling back on CPU constant mode.\n", "[codecarbon WARNING @ 08:08:56] We saw that you have a 12th Gen Intel(R) Core(TM) i7-1260P but we don't know it. Please contact us.\n", "[codecarbon INFO @ 08:08:56] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:08:56] >>> Tracker's metadata:\n", "[codecarbon INFO @ 08:08:56] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35\n", "[codecarbon INFO @ 08:08:56] Python version: 3.9.0\n", "[codecarbon INFO @ 08:08:56] CodeCarbon version: 2.3.4\n", "[codecarbon INFO @ 08:08:56] Available RAM : 15.475 GB\n", "[codecarbon INFO @ 08:08:56] CPU count: 16\n", "[codecarbon INFO @ 08:08:56] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:08:56] GPU count: None\n", "[codecarbon INFO @ 08:08:56] GPU model: None\n", "[codecarbon INFO @ 08:09:03] Energy consumed for RAM : 0.000007 kWh. RAM Power : 5.803128719329834 W\n", "[codecarbon INFO @ 08:09:03] Energy consumed for all CPUs : 0.000048 kWh. Total CPU Power : 42.5 W\n", "[codecarbon INFO @ 08:09:03] 0.000055 kWh of electricity used since the beginning.\n", "[codecarbon INFO @ 08:09:03] [setup] RAM Tracking...\n", "[codecarbon INFO @ 08:09:03] [setup] GPU Tracking...\n", "[codecarbon INFO @ 08:09:03] No GPU found.\n", "[codecarbon INFO @ 08:09:03] [setup] CPU Tracking...\n", "[codecarbon WARNING @ 08:09:03] No CPU tracking mode found. Falling back on CPU constant mode.\n", "[codecarbon WARNING @ 08:09:05] We saw that you have a 12th Gen Intel(R) Core(TM) i7-1260P but we don't know it. Please contact us.\n", "[codecarbon INFO @ 08:09:05] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:09:05] >>> Tracker's metadata:\n", "[codecarbon INFO @ 08:09:05] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35\n", "[codecarbon INFO @ 08:09:05] Python version: 3.9.0\n", "[codecarbon INFO @ 08:09:05] CodeCarbon version: 2.3.4\n", "[codecarbon INFO @ 08:09:05] Available RAM : 15.475 GB\n", "[codecarbon INFO @ 08:09:05] CPU count: 16\n", "[codecarbon INFO @ 08:09:05] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:09:05] GPU count: None\n", "[codecarbon INFO @ 08:09:05] GPU model: None\n", "[codecarbon INFO @ 08:09:12] Energy consumed for RAM : 0.000007 kWh. RAM Power : 5.803128719329834 W\n", "[codecarbon INFO @ 08:09:12] Energy consumed for all CPUs : 0.000048 kWh. Total CPU Power : 42.5 W\n", "[codecarbon INFO @ 08:09:12] 0.000055 kWh of electricity used since the beginning.\n", "[codecarbon INFO @ 08:09:12] [setup] RAM Tracking...\n", "[codecarbon INFO @ 08:09:12] [setup] GPU Tracking...\n", "[codecarbon INFO @ 08:09:12] No GPU found.\n", "[codecarbon INFO @ 08:09:12] [setup] CPU Tracking...\n", "[codecarbon WARNING @ 08:09:12] No CPU tracking mode found. Falling back on CPU constant mode.\n", "[codecarbon WARNING @ 08:09:13] We saw that you have a 12th Gen Intel(R) Core(TM) i7-1260P but we don't know it. Please contact us.\n", "[codecarbon INFO @ 08:09:13] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:09:13] >>> Tracker's metadata:\n", "[codecarbon INFO @ 08:09:13] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35\n", "[codecarbon INFO @ 08:09:13] Python version: 3.9.0\n", "[codecarbon INFO @ 08:09:13] CodeCarbon version: 2.3.4\n", "[codecarbon INFO @ 08:09:13] Available RAM : 15.475 GB\n", "[codecarbon INFO @ 08:09:13] CPU count: 16\n", "[codecarbon INFO @ 08:09:13] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:09:13] GPU count: None\n", "[codecarbon INFO @ 08:09:13] GPU model: None\n", "[codecarbon INFO @ 08:09:20] Energy consumed for RAM : 0.000007 kWh. RAM Power : 5.803128719329834 W\n", "[codecarbon INFO @ 08:09:20] Energy consumed for all CPUs : 0.000048 kWh. Total CPU Power : 42.5 W\n", "[codecarbon INFO @ 08:09:20] 0.000055 kWh of electricity used since the beginning.\n", "[codecarbon INFO @ 08:09:20] [setup] RAM Tracking...\n", "[codecarbon INFO @ 08:09:20] [setup] GPU Tracking...\n", "[codecarbon INFO @ 08:09:20] No GPU found.\n", "[codecarbon INFO @ 08:09:20] [setup] CPU Tracking...\n", "[codecarbon WARNING @ 08:09:20] No CPU tracking mode found. Falling back on CPU constant mode.\n", "[codecarbon WARNING @ 08:09:21] We saw that you have a 12th Gen Intel(R) Core(TM) i7-1260P but we don't know it. Please contact us.\n", "[codecarbon INFO @ 08:09:21] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:09:21] >>> Tracker's metadata:\n", "[codecarbon INFO @ 08:09:21] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35\n", "[codecarbon INFO @ 08:09:21] Python version: 3.9.0\n", "[codecarbon INFO @ 08:09:21] CodeCarbon version: 2.3.4\n", "[codecarbon INFO @ 08:09:21] Available RAM : 15.475 GB\n", "[codecarbon INFO @ 08:09:21] CPU count: 16\n", "[codecarbon INFO @ 08:09:21] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:09:21] GPU count: None\n", "[codecarbon INFO @ 08:09:21] GPU model: None\n", "[codecarbon INFO @ 08:09:29] Energy consumed for RAM : 0.000007 kWh. RAM Power : 5.803128719329834 W\n", "[codecarbon INFO @ 08:09:29] Energy consumed for all CPUs : 0.000048 kWh. Total CPU Power : 42.5 W\n", "[codecarbon INFO @ 08:09:29] 0.000055 kWh of electricity used since the beginning.\n", "[codecarbon INFO @ 08:09:29] [setup] RAM Tracking...\n", "[codecarbon INFO @ 08:09:29] [setup] GPU Tracking...\n", "[codecarbon INFO @ 08:09:29] No GPU found.\n", "[codecarbon INFO @ 08:09:29] [setup] CPU Tracking...\n", "[codecarbon WARNING @ 08:09:29] No CPU tracking mode found. Falling back on CPU constant mode.\n", "[codecarbon WARNING @ 08:09:30] We saw that you have a 12th Gen Intel(R) Core(TM) i7-1260P but we don't know it. Please contact us.\n", "[codecarbon INFO @ 08:09:30] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:09:30] >>> Tracker's metadata:\n", "[codecarbon INFO @ 08:09:30] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35\n", "[codecarbon INFO @ 08:09:30] Python version: 3.9.0\n", "[codecarbon INFO @ 08:09:30] CodeCarbon version: 2.3.4\n", "[codecarbon INFO @ 08:09:30] Available RAM : 15.475 GB\n", "[codecarbon INFO @ 08:09:30] CPU count: 16\n", "[codecarbon INFO @ 08:09:30] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P\n", "[codecarbon INFO @ 08:09:30] GPU count: None\n", "[codecarbon INFO @ 08:09:30] GPU model: None\n", "[codecarbon INFO @ 08:09:37] Energy consumed for RAM : 0.000007 kWh. RAM Power : 5.803128719329834 W\n", "[codecarbon INFO @ 08:09:37] Energy consumed for all CPUs : 0.000048 kWh. Total CPU Power : 42.5 W\n", "[codecarbon INFO @ 08:09:37] 0.000055 kWh of electricity used since the beginning.\n", "2024-03-11 08:09:37,575 | py-experimenter - INFO | All configured executions finished.\n" ] }, { "data": { "text/html": [ "
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IDdatasetcross_validation_splitsseedkernelgammadegreecoef0creation_datestatusstart_datenamemachinetrain_f1train_accuracytest_f1test_accuracyend_dateerror
01iris51rbf0.1NoneNone2024-03-11 08:04:22done2024-03-11 08:04:22SVM_experimenter_01Worklaptop0.9750.9750.9666670.9666672024-03-11 08:04:26None
12iris51rbf0.3NoneNone2024-03-11 08:04:22done2024-03-11 08:04:27SVM_experimenter_01Worklaptop0.9750.9750.9666670.9666672024-03-11 08:04:32None
23iris51poly0.130.02024-03-11 08:04:22done2024-03-11 08:04:32SVM_experimenter_01Worklaptop0.9750.9750.9666670.9666672024-03-11 08:04:37None
34iris51poly0.130.12024-03-11 08:04:22done2024-03-11 08:04:37SVM_experimenter_01Worklaptop0.9750.9750.9666670.9666672024-03-11 08:04:43None
45iris51poly0.140.02024-03-11 08:04:22done2024-03-11 08:04:43SVM_experimenter_01Worklaptop0.9750.9750.9666670.9666672024-03-11 08:04:48None
56iris51poly0.140.12024-03-11 08:04:22done2024-03-11 08:04:48SVM_experimenter_01Worklaptop0.9750.9750.9666670.9666672024-03-11 08:04:53None
67iris51poly0.330.02024-03-11 08:04:22done2024-03-11 08:04:54SVM_experimenter_01Worklaptop0.9750.9750.9666670.9666672024-03-11 08:04:59None
78iris51poly0.330.12024-03-11 08:04:22done2024-03-11 08:04:59SVM_experimenter_01Worklaptop0.9750.9750.9666670.9666672024-03-11 08:05:04None
89iris51poly0.340.02024-03-11 08:04:22done2024-03-11 08:05:04SVM_experimenter_01Worklaptop0.9750.9750.9666670.9666672024-03-11 08:05:10None
910iris51poly0.340.12024-03-11 08:04:22done2024-03-11 08:05:10SVM_experimenter_01Worklaptop0.9750.9750.9666670.9666672024-03-11 08:05:15None
1011iris51linearNoneNoneNone2024-03-11 08:04:22done2024-03-11 08:05:15SVM_experimenter_01Worklaptop0.9750.9750.9666670.9666672024-03-11 08:05:21None
1112iris52rbf0.1NoneNone2024-03-11 08:04:22done2024-03-11 08:05:21SVM_experimenter_01Worklaptop0.9750.9750.9666670.9666672024-03-11 08:05:26None
1213iris52rbf0.3NoneNone2024-03-11 08:04:22done2024-03-11 08:05:26SVM_experimenter_01Worklaptop0.9750.9750.9666670.9666672024-03-11 08:05:30None
1314iris52poly0.130.02024-03-11 08:04:22done2024-03-11 08:05:31SVM_experimenter_01Worklaptop0.9750.9750.9666670.9666672024-03-11 08:05:35None
1415iris52poly0.130.12024-03-11 08:04:22done2024-03-11 08:05:35SVM_experimenter_01Worklaptop0.9750.9750.9666670.9666672024-03-11 08:05:39None
1516iris52poly0.140.02024-03-11 08:04:22done2024-03-11 08:05:39SVM_experimenter_01Worklaptop0.9750.9750.9666670.9666672024-03-11 08:05:44None
1617iris52poly0.140.12024-03-11 08:04:22done2024-03-11 08:05:44SVM_experimenter_01Worklaptop0.9750.9750.9666670.9666672024-03-11 08:05:48None
1718iris52poly0.330.02024-03-11 08:04:22done2024-03-11 08:05:48SVM_experimenter_01Worklaptop0.9750.9750.9666670.9666672024-03-11 08:05:53None
1819iris52poly0.330.12024-03-11 08:04:22done2024-03-11 08:05:53SVM_experimenter_01Worklaptop0.9750.9750.9666670.9666672024-03-11 08:05:57None
1920iris52poly0.340.02024-03-11 08:04:22done2024-03-11 08:05:57SVM_experimenter_01Worklaptop0.9750.9750.9666670.9666672024-03-11 08:06:01None
2021iris52poly0.340.12024-03-11 08:04:22done2024-03-11 08:06:01SVM_experimenter_01Worklaptop0.9750.9750.9666670.9666672024-03-11 08:06:06None
2122iris52linearNoneNoneNone2024-03-11 08:04:22done2024-03-11 08:06:06SVM_experimenter_01Worklaptop0.9750.9750.9666670.9666672024-03-11 08:06:10None
2223iris53rbf0.1NoneNone2024-03-11 08:04:22done2024-03-11 08:06:10SVM_experimenter_01Worklaptop0.9750.9750.9666670.9666672024-03-11 08:06:14None
2324iris53rbf0.3NoneNone2024-03-11 08:04:22done2024-03-11 08:06:15SVM_experimenter_01Worklaptop0.9750.9750.9666670.9666672024-03-11 08:06:20None
2425iris53poly0.130.02024-03-11 08:04:22done2024-03-11 08:06:20SVM_experimenter_01Worklaptop0.9750.9750.9666670.9666672024-03-11 08:06:25None
2526iris53poly0.130.12024-03-11 08:04:22done2024-03-11 08:06:25SVM_experimenter_01Worklaptop0.9750.9750.9666670.9666672024-03-11 08:06:31None
2627iris53poly0.140.02024-03-11 08:04:22done2024-03-11 08:06:31SVM_experimenter_01Worklaptop0.9750.9750.9666670.9666672024-03-11 08:06:36None
2728iris53poly0.140.12024-03-11 08:04:22done2024-03-11 08:06:36SVM_experimenter_01Worklaptop0.9750.9750.9666670.9666672024-03-11 08:06:41None
2829iris53poly0.330.02024-03-11 08:04:22done2024-03-11 08:06:41SVM_experimenter_01Worklaptop0.9750.9750.9666670.9666672024-03-11 08:06:47None
2930iris53poly0.330.12024-03-11 08:04:22done2024-03-11 08:06:47SVM_experimenter_01Worklaptop0.9750.9750.9666670.9666672024-03-11 08:06:52None
3031iris53poly0.340.02024-03-11 08:04:22done2024-03-11 08:06:52SVM_experimenter_01Worklaptop0.9750.9750.9666670.9666672024-03-11 08:06:57None
3132iris53poly0.340.12024-03-11 08:04:22done2024-03-11 08:06:58SVM_experimenter_01Worklaptop0.9750.9750.9666670.9666672024-03-11 08:07:03None
3233iris53linearNoneNoneNone2024-03-11 08:04:22done2024-03-11 08:07:03SVM_experimenter_01Worklaptop0.9750.9750.9666670.9666672024-03-11 08:07:08None
3334iris54rbf0.1NoneNone2024-03-11 08:04:22done2024-03-11 08:07:08SVM_experimenter_01Worklaptop0.9750.9750.9666670.9666672024-03-11 08:07:14None
3435iris54rbf0.3NoneNone2024-03-11 08:04:22done2024-03-11 08:07:14SVM_experimenter_01Worklaptop0.9750.9750.9666670.9666672024-03-11 08:07:19None
3536iris54poly0.130.02024-03-11 08:04:22done2024-03-11 08:07:19SVM_experimenter_01Worklaptop0.9750.9750.9666670.9666672024-03-11 08:07:24None
3637iris54poly0.130.12024-03-11 08:04:22done2024-03-11 08:07:24SVM_experimenter_01Worklaptop0.9750.9750.9666670.9666672024-03-11 08:07:30None
3738iris54poly0.140.02024-03-11 08:04:22done2024-03-11 08:07:30SVM_experimenter_01Worklaptop0.9750.9750.9666670.9666672024-03-11 08:07:35None
3839iris54poly0.140.12024-03-11 08:04:22done2024-03-11 08:07:35SVM_experimenter_01Worklaptop0.9750.9750.9666670.9666672024-03-11 08:07:41None
3940iris54poly0.330.02024-03-11 08:04:22done2024-03-11 08:07:41SVM_experimenter_01Worklaptop0.9750.9750.9666670.9666672024-03-11 08:07:46None
4041iris54poly0.330.12024-03-11 08:04:22done2024-03-11 08:07:46SVM_experimenter_01Worklaptop0.9750.9750.9666670.9666672024-03-11 08:07:51None
4142iris54poly0.340.02024-03-11 08:04:22done2024-03-11 08:07:51SVM_experimenter_01Worklaptop0.9750.9750.9666670.9666672024-03-11 08:07:57None
4243iris54poly0.340.12024-03-11 08:04:22done2024-03-11 08:07:57SVM_experimenter_01Worklaptop0.9750.9750.9666670.9666672024-03-11 08:08:02None
4344iris54linearNoneNoneNone2024-03-11 08:04:22done2024-03-11 08:08:02SVM_experimenter_01Worklaptop0.9750.9750.9666670.9666672024-03-11 08:08:08None
4445iris55rbf0.1NoneNone2024-03-11 08:04:22done2024-03-11 08:08:08SVM_experimenter_01Worklaptop0.9750.9750.9666670.9666672024-03-11 08:08:13None
4546iris55rbf0.3NoneNone2024-03-11 08:04:22done2024-03-11 08:08:13SVM_experimenter_01Worklaptop0.9750.9750.9666670.9666672024-03-11 08:08:21None
4647iris55poly0.130.02024-03-11 08:04:22done2024-03-11 08:08:21SVM_experimenter_01Worklaptop0.9750.9750.9666670.9666672024-03-11 08:08:30None
4748iris55poly0.130.12024-03-11 08:04:22done2024-03-11 08:08:30SVM_experimenter_01Worklaptop0.9750.9750.9666670.9666672024-03-11 08:08:38None
4849iris55poly0.140.02024-03-11 08:04:22done2024-03-11 08:08:38SVM_experimenter_01Worklaptop0.9750.9750.9666670.9666672024-03-11 08:08:46None
4950iris55poly0.140.12024-03-11 08:04:22done2024-03-11 08:08:47SVM_experimenter_01Worklaptop0.9750.9750.9666670.9666672024-03-11 08:08:55None
5051iris55poly0.330.02024-03-11 08:04:22done2024-03-11 08:08:55SVM_experimenter_01Worklaptop0.9750.9750.9666670.9666672024-03-11 08:09:03None
5152iris55poly0.330.12024-03-11 08:04:22done2024-03-11 08:09:03SVM_experimenter_01Worklaptop0.9750.9750.9666670.9666672024-03-11 08:09:12None
5253iris55poly0.340.02024-03-11 08:04:22done2024-03-11 08:09:12SVM_experimenter_01Worklaptop0.9750.9750.9666670.9666672024-03-11 08:09:20None
5354iris55poly0.340.12024-03-11 08:04:22done2024-03-11 08:09:20SVM_experimenter_01Worklaptop0.9750.9750.9666670.9666672024-03-11 08:09:29None
5455iris55linearNoneNoneNone2024-03-11 08:04:22done2024-03-11 08:09:29SVM_experimenter_01Worklaptop0.9750.9750.9666670.9666672024-03-11 08:09:37None
\n", "
" ], "text/plain": [ " ID dataset cross_validation_splits seed kernel gamma degree coef0 \\\n", "0 1 iris 5 1 rbf 0.1 None None \n", "1 2 iris 5 1 rbf 0.3 None None \n", "2 3 iris 5 1 poly 0.1 3 0.0 \n", "3 4 iris 5 1 poly 0.1 3 0.1 \n", "4 5 iris 5 1 poly 0.1 4 0.0 \n", "5 6 iris 5 1 poly 0.1 4 0.1 \n", "6 7 iris 5 1 poly 0.3 3 0.0 \n", "7 8 iris 5 1 poly 0.3 3 0.1 \n", "8 9 iris 5 1 poly 0.3 4 0.0 \n", "9 10 iris 5 1 poly 0.3 4 0.1 \n", "10 11 iris 5 1 linear None None None \n", "11 12 iris 5 2 rbf 0.1 None None \n", "12 13 iris 5 2 rbf 0.3 None None \n", "13 14 iris 5 2 poly 0.1 3 0.0 \n", "14 15 iris 5 2 poly 0.1 3 0.1 \n", "15 16 iris 5 2 poly 0.1 4 0.0 \n", "16 17 iris 5 2 poly 0.1 4 0.1 \n", "17 18 iris 5 2 poly 0.3 3 0.0 \n", "18 19 iris 5 2 poly 0.3 3 0.1 \n", "19 20 iris 5 2 poly 0.3 4 0.0 \n", "20 21 iris 5 2 poly 0.3 4 0.1 \n", "21 22 iris 5 2 linear None None None \n", "22 23 iris 5 3 rbf 0.1 None None \n", "23 24 iris 5 3 rbf 0.3 None None \n", "24 25 iris 5 3 poly 0.1 3 0.0 \n", "25 26 iris 5 3 poly 0.1 3 0.1 \n", "26 27 iris 5 3 poly 0.1 4 0.0 \n", "27 28 iris 5 3 poly 0.1 4 0.1 \n", "28 29 iris 5 3 poly 0.3 3 0.0 \n", "29 30 iris 5 3 poly 0.3 3 0.1 \n", "30 31 iris 5 3 poly 0.3 4 0.0 \n", "31 32 iris 5 3 poly 0.3 4 0.1 \n", "32 33 iris 5 3 linear None None None \n", "33 34 iris 5 4 rbf 0.1 None None \n", "34 35 iris 5 4 rbf 0.3 None None \n", "35 36 iris 5 4 poly 0.1 3 0.0 \n", "36 37 iris 5 4 poly 0.1 3 0.1 \n", "37 38 iris 5 4 poly 0.1 4 0.0 \n", "38 39 iris 5 4 poly 0.1 4 0.1 \n", "39 40 iris 5 4 poly 0.3 3 0.0 \n", "40 41 iris 5 4 poly 0.3 3 0.1 \n", "41 42 iris 5 4 poly 0.3 4 0.0 \n", "42 43 iris 5 4 poly 0.3 4 0.1 \n", "43 44 iris 5 4 linear None None None \n", "44 45 iris 5 5 rbf 0.1 None None \n", "45 46 iris 5 5 rbf 0.3 None None \n", "46 47 iris 5 5 poly 0.1 3 0.0 \n", "47 48 iris 5 5 poly 0.1 3 0.1 \n", "48 49 iris 5 5 poly 0.1 4 0.0 \n", "49 50 iris 5 5 poly 0.1 4 0.1 \n", "50 51 iris 5 5 poly 0.3 3 0.0 \n", "51 52 iris 5 5 poly 0.3 3 0.1 \n", "52 53 iris 5 5 poly 0.3 4 0.0 \n", "53 54 iris 5 5 poly 0.3 4 0.1 \n", "54 55 iris 5 5 linear None None None \n", "\n", " creation_date status start_date name \\\n", "0 2024-03-11 08:04:22 done 2024-03-11 08:04:22 SVM_experimenter_01 \n", "1 2024-03-11 08:04:22 done 2024-03-11 08:04:27 SVM_experimenter_01 \n", "2 2024-03-11 08:04:22 done 2024-03-11 08:04:32 SVM_experimenter_01 \n", "3 2024-03-11 08:04:22 done 2024-03-11 08:04:37 SVM_experimenter_01 \n", "4 2024-03-11 08:04:22 done 2024-03-11 08:04:43 SVM_experimenter_01 \n", "5 2024-03-11 08:04:22 done 2024-03-11 08:04:48 SVM_experimenter_01 \n", "6 2024-03-11 08:04:22 done 2024-03-11 08:04:54 SVM_experimenter_01 \n", "7 2024-03-11 08:04:22 done 2024-03-11 08:04:59 SVM_experimenter_01 \n", "8 2024-03-11 08:04:22 done 2024-03-11 08:05:04 SVM_experimenter_01 \n", "9 2024-03-11 08:04:22 done 2024-03-11 08:05:10 SVM_experimenter_01 \n", "10 2024-03-11 08:04:22 done 2024-03-11 08:05:15 SVM_experimenter_01 \n", "11 2024-03-11 08:04:22 done 2024-03-11 08:05:21 SVM_experimenter_01 \n", "12 2024-03-11 08:04:22 done 2024-03-11 08:05:26 SVM_experimenter_01 \n", "13 2024-03-11 08:04:22 done 2024-03-11 08:05:31 SVM_experimenter_01 \n", "14 2024-03-11 08:04:22 done 2024-03-11 08:05:35 SVM_experimenter_01 \n", "15 2024-03-11 08:04:22 done 2024-03-11 08:05:39 SVM_experimenter_01 \n", "16 2024-03-11 08:04:22 done 2024-03-11 08:05:44 SVM_experimenter_01 \n", "17 2024-03-11 08:04:22 done 2024-03-11 08:05:48 SVM_experimenter_01 \n", "18 2024-03-11 08:04:22 done 2024-03-11 08:05:53 SVM_experimenter_01 \n", "19 2024-03-11 08:04:22 done 2024-03-11 08:05:57 SVM_experimenter_01 \n", "20 2024-03-11 08:04:22 done 2024-03-11 08:06:01 SVM_experimenter_01 \n", "21 2024-03-11 08:04:22 done 2024-03-11 08:06:06 SVM_experimenter_01 \n", "22 2024-03-11 08:04:22 done 2024-03-11 08:06:10 SVM_experimenter_01 \n", "23 2024-03-11 08:04:22 done 2024-03-11 08:06:15 SVM_experimenter_01 \n", "24 2024-03-11 08:04:22 done 2024-03-11 08:06:20 SVM_experimenter_01 \n", "25 2024-03-11 08:04:22 done 2024-03-11 08:06:25 SVM_experimenter_01 \n", "26 2024-03-11 08:04:22 done 2024-03-11 08:06:31 SVM_experimenter_01 \n", "27 2024-03-11 08:04:22 done 2024-03-11 08:06:36 SVM_experimenter_01 \n", "28 2024-03-11 08:04:22 done 2024-03-11 08:06:41 SVM_experimenter_01 \n", "29 2024-03-11 08:04:22 done 2024-03-11 08:06:47 SVM_experimenter_01 \n", "30 2024-03-11 08:04:22 done 2024-03-11 08:06:52 SVM_experimenter_01 \n", "31 2024-03-11 08:04:22 done 2024-03-11 08:06:58 SVM_experimenter_01 \n", "32 2024-03-11 08:04:22 done 2024-03-11 08:07:03 SVM_experimenter_01 \n", "33 2024-03-11 08:04:22 done 2024-03-11 08:07:08 SVM_experimenter_01 \n", "34 2024-03-11 08:04:22 done 2024-03-11 08:07:14 SVM_experimenter_01 \n", "35 2024-03-11 08:04:22 done 2024-03-11 08:07:19 SVM_experimenter_01 \n", "36 2024-03-11 08:04:22 done 2024-03-11 08:07:24 SVM_experimenter_01 \n", "37 2024-03-11 08:04:22 done 2024-03-11 08:07:30 SVM_experimenter_01 \n", "38 2024-03-11 08:04:22 done 2024-03-11 08:07:35 SVM_experimenter_01 \n", "39 2024-03-11 08:04:22 done 2024-03-11 08:07:41 SVM_experimenter_01 \n", "40 2024-03-11 08:04:22 done 2024-03-11 08:07:46 SVM_experimenter_01 \n", "41 2024-03-11 08:04:22 done 2024-03-11 08:07:51 SVM_experimenter_01 \n", "42 2024-03-11 08:04:22 done 2024-03-11 08:07:57 SVM_experimenter_01 \n", "43 2024-03-11 08:04:22 done 2024-03-11 08:08:02 SVM_experimenter_01 \n", "44 2024-03-11 08:04:22 done 2024-03-11 08:08:08 SVM_experimenter_01 \n", "45 2024-03-11 08:04:22 done 2024-03-11 08:08:13 SVM_experimenter_01 \n", "46 2024-03-11 08:04:22 done 2024-03-11 08:08:21 SVM_experimenter_01 \n", "47 2024-03-11 08:04:22 done 2024-03-11 08:08:30 SVM_experimenter_01 \n", "48 2024-03-11 08:04:22 done 2024-03-11 08:08:38 SVM_experimenter_01 \n", "49 2024-03-11 08:04:22 done 2024-03-11 08:08:47 SVM_experimenter_01 \n", "50 2024-03-11 08:04:22 done 2024-03-11 08:08:55 SVM_experimenter_01 \n", "51 2024-03-11 08:04:22 done 2024-03-11 08:09:03 SVM_experimenter_01 \n", "52 2024-03-11 08:04:22 done 2024-03-11 08:09:12 SVM_experimenter_01 \n", "53 2024-03-11 08:04:22 done 2024-03-11 08:09:20 SVM_experimenter_01 \n", "54 2024-03-11 08:04:22 done 2024-03-11 08:09:29 SVM_experimenter_01 \n", "\n", " machine train_f1 train_accuracy test_f1 test_accuracy \\\n", "0 Worklaptop 0.975 0.975 0.966667 0.966667 \n", "1 Worklaptop 0.975 0.975 0.966667 0.966667 \n", "2 Worklaptop 0.975 0.975 0.966667 0.966667 \n", "3 Worklaptop 0.975 0.975 0.966667 0.966667 \n", "4 Worklaptop 0.975 0.975 0.966667 0.966667 \n", "5 Worklaptop 0.975 0.975 0.966667 0.966667 \n", "6 Worklaptop 0.975 0.975 0.966667 0.966667 \n", "7 Worklaptop 0.975 0.975 0.966667 0.966667 \n", "8 Worklaptop 0.975 0.975 0.966667 0.966667 \n", "9 Worklaptop 0.975 0.975 0.966667 0.966667 \n", "10 Worklaptop 0.975 0.975 0.966667 0.966667 \n", "11 Worklaptop 0.975 0.975 0.966667 0.966667 \n", "12 Worklaptop 0.975 0.975 0.966667 0.966667 \n", "13 Worklaptop 0.975 0.975 0.966667 0.966667 \n", "14 Worklaptop 0.975 0.975 0.966667 0.966667 \n", "15 Worklaptop 0.975 0.975 0.966667 0.966667 \n", "16 Worklaptop 0.975 0.975 0.966667 0.966667 \n", "17 Worklaptop 0.975 0.975 0.966667 0.966667 \n", "18 Worklaptop 0.975 0.975 0.966667 0.966667 \n", "19 Worklaptop 0.975 0.975 0.966667 0.966667 \n", "20 Worklaptop 0.975 0.975 0.966667 0.966667 \n", "21 Worklaptop 0.975 0.975 0.966667 0.966667 \n", "22 Worklaptop 0.975 0.975 0.966667 0.966667 \n", "23 Worklaptop 0.975 0.975 0.966667 0.966667 \n", "24 Worklaptop 0.975 0.975 0.966667 0.966667 \n", "25 Worklaptop 0.975 0.975 0.966667 0.966667 \n", "26 Worklaptop 0.975 0.975 0.966667 0.966667 \n", "27 Worklaptop 0.975 0.975 0.966667 0.966667 \n", "28 Worklaptop 0.975 0.975 0.966667 0.966667 \n", "29 Worklaptop 0.975 0.975 0.966667 0.966667 \n", "30 Worklaptop 0.975 0.975 0.966667 0.966667 \n", "31 Worklaptop 0.975 0.975 0.966667 0.966667 \n", "32 Worklaptop 0.975 0.975 0.966667 0.966667 \n", "33 Worklaptop 0.975 0.975 0.966667 0.966667 \n", "34 Worklaptop 0.975 0.975 0.966667 0.966667 \n", "35 Worklaptop 0.975 0.975 0.966667 0.966667 \n", "36 Worklaptop 0.975 0.975 0.966667 0.966667 \n", "37 Worklaptop 0.975 0.975 0.966667 0.966667 \n", "38 Worklaptop 0.975 0.975 0.966667 0.966667 \n", "39 Worklaptop 0.975 0.975 0.966667 0.966667 \n", "40 Worklaptop 0.975 0.975 0.966667 0.966667 \n", "41 Worklaptop 0.975 0.975 0.966667 0.966667 \n", "42 Worklaptop 0.975 0.975 0.966667 0.966667 \n", "43 Worklaptop 0.975 0.975 0.966667 0.966667 \n", "44 Worklaptop 0.975 0.975 0.966667 0.966667 \n", "45 Worklaptop 0.975 0.975 0.966667 0.966667 \n", "46 Worklaptop 0.975 0.975 0.966667 0.966667 \n", "47 Worklaptop 0.975 0.975 0.966667 0.966667 \n", "48 Worklaptop 0.975 0.975 0.966667 0.966667 \n", "49 Worklaptop 0.975 0.975 0.966667 0.966667 \n", "50 Worklaptop 0.975 0.975 0.966667 0.966667 \n", "51 Worklaptop 0.975 0.975 0.966667 0.966667 \n", "52 Worklaptop 0.975 0.975 0.966667 0.966667 \n", "53 Worklaptop 0.975 0.975 0.966667 0.966667 \n", "54 Worklaptop 0.975 0.975 0.966667 0.966667 \n", "\n", " end_date error \n", "0 2024-03-11 08:04:26 None \n", "1 2024-03-11 08:04:32 None \n", "2 2024-03-11 08:04:37 None \n", "3 2024-03-11 08:04:43 None \n", "4 2024-03-11 08:04:48 None \n", "5 2024-03-11 08:04:53 None \n", "6 2024-03-11 08:04:59 None \n", "7 2024-03-11 08:05:04 None \n", "8 2024-03-11 08:05:10 None \n", "9 2024-03-11 08:05:15 None \n", "10 2024-03-11 08:05:21 None \n", "11 2024-03-11 08:05:26 None \n", "12 2024-03-11 08:05:30 None \n", "13 2024-03-11 08:05:35 None \n", "14 2024-03-11 08:05:39 None \n", "15 2024-03-11 08:05:44 None \n", "16 2024-03-11 08:05:48 None \n", "17 2024-03-11 08:05:53 None \n", "18 2024-03-11 08:05:57 None \n", "19 2024-03-11 08:06:01 None \n", "20 2024-03-11 08:06:06 None \n", "21 2024-03-11 08:06:10 None \n", "22 2024-03-11 08:06:14 None \n", "23 2024-03-11 08:06:20 None \n", "24 2024-03-11 08:06:25 None \n", "25 2024-03-11 08:06:31 None \n", "26 2024-03-11 08:06:36 None \n", "27 2024-03-11 08:06:41 None \n", "28 2024-03-11 08:06:47 None \n", "29 2024-03-11 08:06:52 None \n", "30 2024-03-11 08:06:57 None \n", "31 2024-03-11 08:07:03 None \n", "32 2024-03-11 08:07:08 None \n", "33 2024-03-11 08:07:14 None \n", "34 2024-03-11 08:07:19 None \n", "35 2024-03-11 08:07:24 None \n", "36 2024-03-11 08:07:30 None \n", "37 2024-03-11 08:07:35 None \n", "38 2024-03-11 08:07:41 None \n", "39 2024-03-11 08:07:46 None \n", "40 2024-03-11 08:07:51 None \n", "41 2024-03-11 08:07:57 None \n", "42 2024-03-11 08:08:02 None \n", "43 2024-03-11 08:08:08 None \n", "44 2024-03-11 08:08:13 None \n", "45 2024-03-11 08:08:21 None \n", "46 2024-03-11 08:08:30 None \n", "47 2024-03-11 08:08:38 None \n", "48 2024-03-11 08:08:46 None \n", "49 2024-03-11 08:08:55 None \n", "50 2024-03-11 08:09:03 None \n", "51 2024-03-11 08:09:12 None \n", "52 2024-03-11 08:09:20 None \n", "53 2024-03-11 08:09:29 None \n", "54 2024-03-11 08:09:37 None " ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "experimenter.execute(run_svm, max_experiments=-1)\n", "\n", "# showing database table\n", "experimenter.get_table() " ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "### CodeCarbon\n", "Note that `CodeCarbon` is activated by default, collecting information about the carbon emissions of each experiment. Have a look at our [general usage example](https://tornede.github.io/py_experimenter/examples/example_general_usage.html) and the according [documentation of CodeCarbon fields](https://tornede.github.io/py_experimenter/usage.html#codecarbon-fields) for more information." ] } ], "metadata": { "colab": { "collapsed_sections": [], "provenance": [] }, "kernelspec": { "display_name": "py-experimenter", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.0" }, "vscode": { "interpreter": { "hash": "2ab1b3975fa93e1bb98cd735dd25073385ffb1996321c3ba9e67d46b82508e86" } } }, "nbformat": 4, "nbformat_minor": 4 }