Example: Conditional Parameter Grids
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.
To execute this notebook you need to install:
pip install py_experimenter
pip install scikit-learn
Experiment Configuration File
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. 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.
[1]:
import os
content = """
PY_EXPERIMENTER:
n_jobs: 1
Database:
provider: sqlite
database: py_experimenter
table:
name: example_conditional_grid
keyfields:
dataset:
type: VARCHAR(50)
cross_validation_splits:
type: int
seed:
type: int
kernel:
type: VARCHAR(50)
gamma:
type: VARCHAR(50)
degree:
type: VARCHAR(50)
coef0:
type: VARCHAR(50)
result_timestamps: false
resultfields:
train_f1: DECIMAL
train_accuracy: DECIMAL
test_f1: DECIMAL
test_accuracy: DECIMAL
CUSTOM:
path: sample_data
"""
# Create config directory if it does not exist
if not os.path.exists('config'):
os.mkdir('config')
# Create config file
experiment_configuration_file_path = os.path.join('config', 'example_conditional_grid.yml')
with open(experiment_configuration_file_path, "w") as f:
f.write(content)
Defining the execution function
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.
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.
[2]:
import random
import numpy as np
from sklearn.datasets import load_iris
from sklearn.model_selection import cross_validate
from sklearn.pipeline import make_pipeline
from sklearn.preprocessing import StandardScaler
from sklearn.svm import SVC
from py_experimenter.experimenter import PyExperimenter
from py_experimenter.result_processor import ResultProcessor
from time import sleep
from random import randint
def run_svm(parameters: dict, result_processor: ResultProcessor, custom_config: dict):
sleep(randint(0,5))
seed = parameters['seed']
random.seed(seed)
np.random.seed(seed)
data = load_iris()
X = data.data
y = data.target
# Create Support Vector Machine with parameters dependent on the kernel
kernel = parameters['kernel']
if kernel == 'linear':
svc = SVC(kernel=parameters['kernel'])
elif kernel == 'poly':
svc = SVC(kernel=parameters['kernel'], gamma=parameters['gamma'], coef0=parameters['coef0'], degree=parameters['degree'])
elif kernel == 'rbf':
svc = SVC(kernel=parameters['kernel'], gamma=parameters['gamma'])
svc = SVC()
model = make_pipeline(StandardScaler(), svc)
if parameters['dataset'] != 'iris':
raise ValueError("Example error")
scores = cross_validate(model, X, y,
cv=parameters['cross_validation_splits'],
scoring=('accuracy', 'f1_micro'),
return_train_score=True
)
result_processor.process_results({
'train_f1': np.mean(scores['train_f1_micro']),
'train_accuracy': np.mean(scores['train_accuracy'])
})
result_processor.process_results({
'test_f1': np.mean(scores['test_f1_micro']),
'test_accuracy': np.mean(scores['test_accuracy'])})
Executing PyExperimenter
The actual execution of the PyExperimenter is done in multiple steps.
Initialize PyExperimenter
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.
[3]:
from py_experimenter.experimenter import PyExperimenter
experimenter = PyExperimenter(experiment_configuration_file_path=experiment_configuration_file_path, name="SVM_experimenter_01")
2024-03-11 08:04:22,464 | py-experimenter - WARNING | No values given for keyfield dataset
2024-03-11 08:04:22,465 | py-experimenter - WARNING | No values given for keyfield cross_validation_splits
2024-03-11 08:04:22,466 | py-experimenter - WARNING | No values given for keyfield seed
2024-03-11 08:04:22,466 | py-experimenter - WARNING | No values given for keyfield kernel
2024-03-11 08:04:22,467 | py-experimenter - WARNING | No values given for keyfield gamma
2024-03-11 08:04:22,468 | py-experimenter - WARNING | No values given for keyfield degree
2024-03-11 08:04:22,468 | py-experimenter - WARNING | No values given for keyfield coef0
2024-03-11 08:04:22,469 | py-experimenter - INFO | Found 7 keyfields
2024-03-11 08:04:22,470 | py-experimenter - INFO | Found 4 resultfields
2024-03-11 08:04:22,470 | py-experimenter - WARNING | No logtables given
2024-03-11 08:04:22,471 | py-experimenter - WARNING | No custom section defined in config
2024-03-11 08:04:22,471 | py-experimenter - WARNING | No codecarbon section defined in config
2024-03-11 08:04:22,473 | py-experimenter - INFO | Initialized and connected to database
Fill Table
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. * 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'. * For the poly kernel, we need to set the gamma, the degree as well as the coef0 parameter. * For the linear
kernel, we do not need to set any parameters, so all of them are set to 'nan'.
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.
Note that the table can easily be obtained as pandas.Dataframe via experimenter.get_table().
[4]:
# Create parameter configurations for each kernel
combinations = [{'kernel': 'rbf', 'gamma': gamma, 'degree':None, 'coef0':None} for gamma in ['0.1','0.3']]
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']]
combinations += [{'kernel': 'linear','gamma': None, 'degree':None, 'coef0':None}]
# Fill experimenter
experimenter.fill_table_from_combination(parameters={'seed': ['1', '2', '3', '4', '5'],
'dataset': ['iris'],
'cross_validation_splits': ['5'] },
fixed_parameter_combinations=combinations)
# showing database table
experimenter.get_table()
2024-03-11 08:04:22,555 | py-experimenter - INFO | 55 rows successfully added to database. 0 rows were skipped.
[4]:
| ID | dataset | cross_validation_splits | seed | kernel | gamma | degree | coef0 | creation_date | status | start_date | name | machine | train_f1 | train_accuracy | test_f1 | test_accuracy | end_date | error | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | iris | 5 | 1 | rbf | 0.1 | None | None | 2024-03-11 08:04:22 | created | None | None | None | None | None | None | None | None | None |
| 1 | 2 | iris | 5 | 1 | rbf | 0.3 | None | None | 2024-03-11 08:04:22 | created | None | None | None | None | None | None | None | None | None |
| 2 | 3 | iris | 5 | 1 | poly | 0.1 | 3 | 0.0 | 2024-03-11 08:04:22 | created | None | None | None | None | None | None | None | None | None |
| 3 | 4 | iris | 5 | 1 | poly | 0.1 | 3 | 0.1 | 2024-03-11 08:04:22 | created | None | None | None | None | None | None | None | None | None |
| 4 | 5 | iris | 5 | 1 | poly | 0.1 | 4 | 0.0 | 2024-03-11 08:04:22 | created | None | None | None | None | None | None | None | None | None |
| 5 | 6 | iris | 5 | 1 | poly | 0.1 | 4 | 0.1 | 2024-03-11 08:04:22 | created | None | None | None | None | None | None | None | None | None |
| 6 | 7 | iris | 5 | 1 | poly | 0.3 | 3 | 0.0 | 2024-03-11 08:04:22 | created | None | None | None | None | None | None | None | None | None |
| 7 | 8 | iris | 5 | 1 | poly | 0.3 | 3 | 0.1 | 2024-03-11 08:04:22 | created | None | None | None | None | None | None | None | None | None |
| 8 | 9 | iris | 5 | 1 | poly | 0.3 | 4 | 0.0 | 2024-03-11 08:04:22 | created | None | None | None | None | None | None | None | None | None |
| 9 | 10 | iris | 5 | 1 | poly | 0.3 | 4 | 0.1 | 2024-03-11 08:04:22 | created | None | None | None | None | None | None | None | None | None |
| 10 | 11 | iris | 5 | 1 | linear | None | None | None | 2024-03-11 08:04:22 | created | None | None | None | None | None | None | None | None | None |
| 11 | 12 | iris | 5 | 2 | rbf | 0.1 | None | None | 2024-03-11 08:04:22 | created | None | None | None | None | None | None | None | None | None |
| 12 | 13 | iris | 5 | 2 | rbf | 0.3 | None | None | 2024-03-11 08:04:22 | created | None | None | None | None | None | None | None | None | None |
| 13 | 14 | iris | 5 | 2 | poly | 0.1 | 3 | 0.0 | 2024-03-11 08:04:22 | created | None | None | None | None | None | None | None | None | None |
| 14 | 15 | iris | 5 | 2 | poly | 0.1 | 3 | 0.1 | 2024-03-11 08:04:22 | created | None | None | None | None | None | None | None | None | None |
| 15 | 16 | iris | 5 | 2 | poly | 0.1 | 4 | 0.0 | 2024-03-11 08:04:22 | created | None | None | None | None | None | None | None | None | None |
| 16 | 17 | iris | 5 | 2 | poly | 0.1 | 4 | 0.1 | 2024-03-11 08:04:22 | created | None | None | None | None | None | None | None | None | None |
| 17 | 18 | iris | 5 | 2 | poly | 0.3 | 3 | 0.0 | 2024-03-11 08:04:22 | created | None | None | None | None | None | None | None | None | None |
| 18 | 19 | iris | 5 | 2 | poly | 0.3 | 3 | 0.1 | 2024-03-11 08:04:22 | created | None | None | None | None | None | None | None | None | None |
| 19 | 20 | iris | 5 | 2 | poly | 0.3 | 4 | 0.0 | 2024-03-11 08:04:22 | created | None | None | None | None | None | None | None | None | None |
| 20 | 21 | iris | 5 | 2 | poly | 0.3 | 4 | 0.1 | 2024-03-11 08:04:22 | created | None | None | None | None | None | None | None | None | None |
| 21 | 22 | iris | 5 | 2 | linear | None | None | None | 2024-03-11 08:04:22 | created | None | None | None | None | None | None | None | None | None |
| 22 | 23 | iris | 5 | 3 | rbf | 0.1 | None | None | 2024-03-11 08:04:22 | created | None | None | None | None | None | None | None | None | None |
| 23 | 24 | iris | 5 | 3 | rbf | 0.3 | None | None | 2024-03-11 08:04:22 | created | None | None | None | None | None | None | None | None | None |
| 24 | 25 | iris | 5 | 3 | poly | 0.1 | 3 | 0.0 | 2024-03-11 08:04:22 | created | None | None | None | None | None | None | None | None | None |
| 25 | 26 | iris | 5 | 3 | poly | 0.1 | 3 | 0.1 | 2024-03-11 08:04:22 | created | None | None | None | None | None | None | None | None | None |
| 26 | 27 | iris | 5 | 3 | poly | 0.1 | 4 | 0.0 | 2024-03-11 08:04:22 | created | None | None | None | None | None | None | None | None | None |
| 27 | 28 | iris | 5 | 3 | poly | 0.1 | 4 | 0.1 | 2024-03-11 08:04:22 | created | None | None | None | None | None | None | None | None | None |
| 28 | 29 | iris | 5 | 3 | poly | 0.3 | 3 | 0.0 | 2024-03-11 08:04:22 | created | None | None | None | None | None | None | None | None | None |
| 29 | 30 | iris | 5 | 3 | poly | 0.3 | 3 | 0.1 | 2024-03-11 08:04:22 | created | None | None | None | None | None | None | None | None | None |
| 30 | 31 | iris | 5 | 3 | poly | 0.3 | 4 | 0.0 | 2024-03-11 08:04:22 | created | None | None | None | None | None | None | None | None | None |
| 31 | 32 | iris | 5 | 3 | poly | 0.3 | 4 | 0.1 | 2024-03-11 08:04:22 | created | None | None | None | None | None | None | None | None | None |
| 32 | 33 | iris | 5 | 3 | linear | None | None | None | 2024-03-11 08:04:22 | created | None | None | None | None | None | None | None | None | None |
| 33 | 34 | iris | 5 | 4 | rbf | 0.1 | None | None | 2024-03-11 08:04:22 | created | None | None | None | None | None | None | None | None | None |
| 34 | 35 | iris | 5 | 4 | rbf | 0.3 | None | None | 2024-03-11 08:04:22 | created | None | None | None | None | None | None | None | None | None |
| 35 | 36 | iris | 5 | 4 | poly | 0.1 | 3 | 0.0 | 2024-03-11 08:04:22 | created | None | None | None | None | None | None | None | None | None |
| 36 | 37 | iris | 5 | 4 | poly | 0.1 | 3 | 0.1 | 2024-03-11 08:04:22 | created | None | None | None | None | None | None | None | None | None |
| 37 | 38 | iris | 5 | 4 | poly | 0.1 | 4 | 0.0 | 2024-03-11 08:04:22 | created | None | None | None | None | None | None | None | None | None |
| 38 | 39 | iris | 5 | 4 | poly | 0.1 | 4 | 0.1 | 2024-03-11 08:04:22 | created | None | None | None | None | None | None | None | None | None |
| 39 | 40 | iris | 5 | 4 | poly | 0.3 | 3 | 0.0 | 2024-03-11 08:04:22 | created | None | None | None | None | None | None | None | None | None |
| 40 | 41 | iris | 5 | 4 | poly | 0.3 | 3 | 0.1 | 2024-03-11 08:04:22 | created | None | None | None | None | None | None | None | None | None |
| 41 | 42 | iris | 5 | 4 | poly | 0.3 | 4 | 0.0 | 2024-03-11 08:04:22 | created | None | None | None | None | None | None | None | None | None |
| 42 | 43 | iris | 5 | 4 | poly | 0.3 | 4 | 0.1 | 2024-03-11 08:04:22 | created | None | None | None | None | None | None | None | None | None |
| 43 | 44 | iris | 5 | 4 | linear | None | None | None | 2024-03-11 08:04:22 | created | None | None | None | None | None | None | None | None | None |
| 44 | 45 | iris | 5 | 5 | rbf | 0.1 | None | None | 2024-03-11 08:04:22 | created | None | None | None | None | None | None | None | None | None |
| 45 | 46 | iris | 5 | 5 | rbf | 0.3 | None | None | 2024-03-11 08:04:22 | created | None | None | None | None | None | None | None | None | None |
| 46 | 47 | iris | 5 | 5 | poly | 0.1 | 3 | 0.0 | 2024-03-11 08:04:22 | created | None | None | None | None | None | None | None | None | None |
| 47 | 48 | iris | 5 | 5 | poly | 0.1 | 3 | 0.1 | 2024-03-11 08:04:22 | created | None | None | None | None | None | None | None | None | None |
| 48 | 49 | iris | 5 | 5 | poly | 0.1 | 4 | 0.0 | 2024-03-11 08:04:22 | created | None | None | None | None | None | None | None | None | None |
| 49 | 50 | iris | 5 | 5 | poly | 0.1 | 4 | 0.1 | 2024-03-11 08:04:22 | created | None | None | None | None | None | None | None | None | None |
| 50 | 51 | iris | 5 | 5 | poly | 0.3 | 3 | 0.0 | 2024-03-11 08:04:22 | created | None | None | None | None | None | None | None | None | None |
| 51 | 52 | iris | 5 | 5 | poly | 0.3 | 3 | 0.1 | 2024-03-11 08:04:22 | created | None | None | None | None | None | None | None | None | None |
| 52 | 53 | iris | 5 | 5 | poly | 0.3 | 4 | 0.0 | 2024-03-11 08:04:22 | created | None | None | None | None | None | None | None | None | None |
| 53 | 54 | iris | 5 | 5 | poly | 0.3 | 4 | 0.1 | 2024-03-11 08:04:22 | created | None | None | None | None | None | None | None | None | None |
| 54 | 55 | iris | 5 | 5 | linear | None | None | None | 2024-03-11 08:04:22 | created | None | None | None | None | None | None | None | None | None |
Execute PyExperimenter
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. The first parameter, i.e. run_svm, relates to the actual method that should be executed with the given keyfields of the table.
[5]:
experimenter.execute(run_svm, max_experiments=-1)
# showing database table
experimenter.get_table()
[codecarbon INFO @ 08:04:22] [setup] RAM Tracking...
[codecarbon INFO @ 08:04:22] [setup] GPU Tracking...
[codecarbon INFO @ 08:04:22] No GPU found.
[codecarbon INFO @ 08:04:22] [setup] CPU Tracking...
[codecarbon WARNING @ 08:04:22] No CPU tracking mode found. Falling back on CPU constant mode.
[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.
[codecarbon INFO @ 08:04:23] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:04:23] >>> Tracker's metadata:
[codecarbon INFO @ 08:04:23] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35
[codecarbon INFO @ 08:04:23] Python version: 3.9.0
[codecarbon INFO @ 08:04:23] CodeCarbon version: 2.3.4
[codecarbon INFO @ 08:04:23] Available RAM : 15.475 GB
[codecarbon INFO @ 08:04:23] CPU count: 16
[codecarbon INFO @ 08:04:23] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:04:23] GPU count: None
[codecarbon INFO @ 08:04:23] GPU model: None
[codecarbon INFO @ 08:04:26] Energy consumed for RAM : 0.000000 kWh. RAM Power : 5.803128719329834 W
[codecarbon INFO @ 08:04:26] Energy consumed for all CPUs : 0.000001 kWh. Total CPU Power : 42.5 W
[codecarbon INFO @ 08:04:26] 0.000001 kWh of electricity used since the beginning.
[codecarbon INFO @ 08:04:27] [setup] RAM Tracking...
[codecarbon INFO @ 08:04:27] [setup] GPU Tracking...
[codecarbon INFO @ 08:04:27] No GPU found.
[codecarbon INFO @ 08:04:27] [setup] CPU Tracking...
[codecarbon WARNING @ 08:04:27] No CPU tracking mode found. Falling back on CPU constant mode.
[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.
[codecarbon INFO @ 08:04:28] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:04:28] >>> Tracker's metadata:
[codecarbon INFO @ 08:04:28] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35
[codecarbon INFO @ 08:04:28] Python version: 3.9.0
[codecarbon INFO @ 08:04:28] CodeCarbon version: 2.3.4
[codecarbon INFO @ 08:04:28] Available RAM : 15.475 GB
[codecarbon INFO @ 08:04:28] CPU count: 16
[codecarbon INFO @ 08:04:28] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:04:28] GPU count: None
[codecarbon INFO @ 08:04:28] GPU model: None
[codecarbon INFO @ 08:04:32] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W
[codecarbon INFO @ 08:04:32] Energy consumed for all CPUs : 0.000013 kWh. Total CPU Power : 42.5 W
[codecarbon INFO @ 08:04:32] 0.000014 kWh of electricity used since the beginning.
[codecarbon INFO @ 08:04:32] [setup] RAM Tracking...
[codecarbon INFO @ 08:04:32] [setup] GPU Tracking...
[codecarbon INFO @ 08:04:32] No GPU found.
[codecarbon INFO @ 08:04:32] [setup] CPU Tracking...
[codecarbon WARNING @ 08:04:32] No CPU tracking mode found. Falling back on CPU constant mode.
[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.
[codecarbon INFO @ 08:04:33] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:04:33] >>> Tracker's metadata:
[codecarbon INFO @ 08:04:33] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35
[codecarbon INFO @ 08:04:33] Python version: 3.9.0
[codecarbon INFO @ 08:04:33] CodeCarbon version: 2.3.4
[codecarbon INFO @ 08:04:33] Available RAM : 15.475 GB
[codecarbon INFO @ 08:04:33] CPU count: 16
[codecarbon INFO @ 08:04:33] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:04:33] GPU count: None
[codecarbon INFO @ 08:04:33] GPU model: None
[codecarbon INFO @ 08:04:37] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W
[codecarbon INFO @ 08:04:37] Energy consumed for all CPUs : 0.000012 kWh. Total CPU Power : 42.5 W
[codecarbon INFO @ 08:04:37] 0.000014 kWh of electricity used since the beginning.
[codecarbon INFO @ 08:04:37] [setup] RAM Tracking...
[codecarbon INFO @ 08:04:37] [setup] GPU Tracking...
[codecarbon INFO @ 08:04:37] No GPU found.
[codecarbon INFO @ 08:04:37] [setup] CPU Tracking...
[codecarbon WARNING @ 08:04:37] No CPU tracking mode found. Falling back on CPU constant mode.
[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.
[codecarbon INFO @ 08:04:39] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:04:39] >>> Tracker's metadata:
[codecarbon INFO @ 08:04:39] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35
[codecarbon INFO @ 08:04:39] Python version: 3.9.0
[codecarbon INFO @ 08:04:39] CodeCarbon version: 2.3.4
[codecarbon INFO @ 08:04:39] Available RAM : 15.475 GB
[codecarbon INFO @ 08:04:39] CPU count: 16
[codecarbon INFO @ 08:04:39] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:04:39] GPU count: None
[codecarbon INFO @ 08:04:39] GPU model: None
[codecarbon INFO @ 08:04:43] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W
[codecarbon INFO @ 08:04:43] Energy consumed for all CPUs : 0.000013 kWh. Total CPU Power : 42.5 W
[codecarbon INFO @ 08:04:43] 0.000015 kWh of electricity used since the beginning.
[codecarbon INFO @ 08:04:43] [setup] RAM Tracking...
[codecarbon INFO @ 08:04:43] [setup] GPU Tracking...
[codecarbon INFO @ 08:04:43] No GPU found.
[codecarbon INFO @ 08:04:43] [setup] CPU Tracking...
[codecarbon WARNING @ 08:04:43] No CPU tracking mode found. Falling back on CPU constant mode.
[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.
[codecarbon INFO @ 08:04:44] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:04:44] >>> Tracker's metadata:
[codecarbon INFO @ 08:04:44] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35
[codecarbon INFO @ 08:04:44] Python version: 3.9.0
[codecarbon INFO @ 08:04:44] CodeCarbon version: 2.3.4
[codecarbon INFO @ 08:04:44] Available RAM : 15.475 GB
[codecarbon INFO @ 08:04:44] CPU count: 16
[codecarbon INFO @ 08:04:44] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:04:44] GPU count: None
[codecarbon INFO @ 08:04:44] GPU model: None
[codecarbon INFO @ 08:04:48] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W
[codecarbon INFO @ 08:04:48] Energy consumed for all CPUs : 0.000013 kWh. Total CPU Power : 42.5 W
[codecarbon INFO @ 08:04:48] 0.000014 kWh of electricity used since the beginning.
[codecarbon INFO @ 08:04:48] [setup] RAM Tracking...
[codecarbon INFO @ 08:04:48] [setup] GPU Tracking...
[codecarbon INFO @ 08:04:48] No GPU found.
[codecarbon INFO @ 08:04:48] [setup] CPU Tracking...
[codecarbon WARNING @ 08:04:48] No CPU tracking mode found. Falling back on CPU constant mode.
[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.
[codecarbon INFO @ 08:04:49] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:04:49] >>> Tracker's metadata:
[codecarbon INFO @ 08:04:49] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35
[codecarbon INFO @ 08:04:49] Python version: 3.9.0
[codecarbon INFO @ 08:04:49] CodeCarbon version: 2.3.4
[codecarbon INFO @ 08:04:49] Available RAM : 15.475 GB
[codecarbon INFO @ 08:04:49] CPU count: 16
[codecarbon INFO @ 08:04:49] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:04:49] GPU count: None
[codecarbon INFO @ 08:04:49] GPU model: None
[codecarbon INFO @ 08:04:53] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W
[codecarbon INFO @ 08:04:53] Energy consumed for all CPUs : 0.000013 kWh. Total CPU Power : 42.5 W
[codecarbon INFO @ 08:04:53] 0.000014 kWh of electricity used since the beginning.
[codecarbon INFO @ 08:04:54] [setup] RAM Tracking...
[codecarbon INFO @ 08:04:54] [setup] GPU Tracking...
[codecarbon INFO @ 08:04:54] No GPU found.
[codecarbon INFO @ 08:04:54] [setup] CPU Tracking...
[codecarbon WARNING @ 08:04:54] No CPU tracking mode found. Falling back on CPU constant mode.
[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.
[codecarbon INFO @ 08:04:55] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:04:55] >>> Tracker's metadata:
[codecarbon INFO @ 08:04:55] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35
[codecarbon INFO @ 08:04:55] Python version: 3.9.0
[codecarbon INFO @ 08:04:55] CodeCarbon version: 2.3.4
[codecarbon INFO @ 08:04:55] Available RAM : 15.475 GB
[codecarbon INFO @ 08:04:55] CPU count: 16
[codecarbon INFO @ 08:04:55] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:04:55] GPU count: None
[codecarbon INFO @ 08:04:55] GPU model: None
[codecarbon INFO @ 08:04:59] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W
[codecarbon INFO @ 08:04:59] Energy consumed for all CPUs : 0.000013 kWh. Total CPU Power : 42.5 W
[codecarbon INFO @ 08:04:59] 0.000014 kWh of electricity used since the beginning.
[codecarbon INFO @ 08:04:59] [setup] RAM Tracking...
[codecarbon INFO @ 08:04:59] [setup] GPU Tracking...
[codecarbon INFO @ 08:04:59] No GPU found.
[codecarbon INFO @ 08:04:59] [setup] CPU Tracking...
[codecarbon WARNING @ 08:04:59] No CPU tracking mode found. Falling back on CPU constant mode.
[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.
[codecarbon INFO @ 08:05:00] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:05:00] >>> Tracker's metadata:
[codecarbon INFO @ 08:05:00] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35
[codecarbon INFO @ 08:05:00] Python version: 3.9.0
[codecarbon INFO @ 08:05:00] CodeCarbon version: 2.3.4
[codecarbon INFO @ 08:05:00] Available RAM : 15.475 GB
[codecarbon INFO @ 08:05:00] CPU count: 16
[codecarbon INFO @ 08:05:00] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:05:00] GPU count: None
[codecarbon INFO @ 08:05:00] GPU model: None
[codecarbon INFO @ 08:05:04] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W
[codecarbon INFO @ 08:05:04] Energy consumed for all CPUs : 0.000013 kWh. Total CPU Power : 42.5 W
[codecarbon INFO @ 08:05:04] 0.000014 kWh of electricity used since the beginning.
[codecarbon INFO @ 08:05:04] [setup] RAM Tracking...
[codecarbon INFO @ 08:05:04] [setup] GPU Tracking...
[codecarbon INFO @ 08:05:04] No GPU found.
[codecarbon INFO @ 08:05:04] [setup] CPU Tracking...
[codecarbon WARNING @ 08:05:04] No CPU tracking mode found. Falling back on CPU constant mode.
[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.
[codecarbon INFO @ 08:05:06] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:05:06] >>> Tracker's metadata:
[codecarbon INFO @ 08:05:06] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35
[codecarbon INFO @ 08:05:06] Python version: 3.9.0
[codecarbon INFO @ 08:05:06] CodeCarbon version: 2.3.4
[codecarbon INFO @ 08:05:06] Available RAM : 15.475 GB
[codecarbon INFO @ 08:05:06] CPU count: 16
[codecarbon INFO @ 08:05:06] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:05:06] GPU count: None
[codecarbon INFO @ 08:05:06] GPU model: None
[codecarbon INFO @ 08:05:10] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W
[codecarbon INFO @ 08:05:10] Energy consumed for all CPUs : 0.000013 kWh. Total CPU Power : 42.5 W
[codecarbon INFO @ 08:05:10] 0.000015 kWh of electricity used since the beginning.
[codecarbon INFO @ 08:05:10] [setup] RAM Tracking...
[codecarbon INFO @ 08:05:10] [setup] GPU Tracking...
[codecarbon INFO @ 08:05:10] No GPU found.
[codecarbon INFO @ 08:05:10] [setup] CPU Tracking...
[codecarbon WARNING @ 08:05:10] No CPU tracking mode found. Falling back on CPU constant mode.
[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.
[codecarbon INFO @ 08:05:11] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:05:11] >>> Tracker's metadata:
[codecarbon INFO @ 08:05:11] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35
[codecarbon INFO @ 08:05:11] Python version: 3.9.0
[codecarbon INFO @ 08:05:11] CodeCarbon version: 2.3.4
[codecarbon INFO @ 08:05:11] Available RAM : 15.475 GB
[codecarbon INFO @ 08:05:11] CPU count: 16
[codecarbon INFO @ 08:05:11] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:05:11] GPU count: None
[codecarbon INFO @ 08:05:11] GPU model: None
[codecarbon INFO @ 08:05:15] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W
[codecarbon INFO @ 08:05:15] Energy consumed for all CPUs : 0.000013 kWh. Total CPU Power : 42.5 W
[codecarbon INFO @ 08:05:15] 0.000015 kWh of electricity used since the beginning.
[codecarbon INFO @ 08:05:15] [setup] RAM Tracking...
[codecarbon INFO @ 08:05:15] [setup] GPU Tracking...
[codecarbon INFO @ 08:05:15] No GPU found.
[codecarbon INFO @ 08:05:15] [setup] CPU Tracking...
[codecarbon WARNING @ 08:05:15] No CPU tracking mode found. Falling back on CPU constant mode.
[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.
[codecarbon INFO @ 08:05:17] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:05:17] >>> Tracker's metadata:
[codecarbon INFO @ 08:05:17] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35
[codecarbon INFO @ 08:05:17] Python version: 3.9.0
[codecarbon INFO @ 08:05:17] CodeCarbon version: 2.3.4
[codecarbon INFO @ 08:05:17] Available RAM : 15.475 GB
[codecarbon INFO @ 08:05:17] CPU count: 16
[codecarbon INFO @ 08:05:17] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:05:17] GPU count: None
[codecarbon INFO @ 08:05:17] GPU model: None
[codecarbon INFO @ 08:05:21] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W
[codecarbon INFO @ 08:05:21] Energy consumed for all CPUs : 0.000012 kWh. Total CPU Power : 42.5 W
[codecarbon INFO @ 08:05:21] 0.000014 kWh of electricity used since the beginning.
[codecarbon INFO @ 08:05:21] [setup] RAM Tracking...
[codecarbon INFO @ 08:05:21] [setup] GPU Tracking...
[codecarbon INFO @ 08:05:21] No GPU found.
[codecarbon INFO @ 08:05:21] [setup] CPU Tracking...
[codecarbon WARNING @ 08:05:21] No CPU tracking mode found. Falling back on CPU constant mode.
[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.
[codecarbon INFO @ 08:05:22] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:05:22] >>> Tracker's metadata:
[codecarbon INFO @ 08:05:22] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35
[codecarbon INFO @ 08:05:22] Python version: 3.9.0
[codecarbon INFO @ 08:05:22] CodeCarbon version: 2.3.4
[codecarbon INFO @ 08:05:22] Available RAM : 15.475 GB
[codecarbon INFO @ 08:05:22] CPU count: 16
[codecarbon INFO @ 08:05:22] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:05:22] GPU count: None
[codecarbon INFO @ 08:05:22] GPU model: None
[codecarbon INFO @ 08:05:26] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W
[codecarbon INFO @ 08:05:26] Energy consumed for all CPUs : 0.000012 kWh. Total CPU Power : 42.5 W
[codecarbon INFO @ 08:05:26] 0.000014 kWh of electricity used since the beginning.
[codecarbon INFO @ 08:05:26] [setup] RAM Tracking...
[codecarbon INFO @ 08:05:26] [setup] GPU Tracking...
[codecarbon INFO @ 08:05:26] No GPU found.
[codecarbon INFO @ 08:05:26] [setup] CPU Tracking...
[codecarbon WARNING @ 08:05:26] No CPU tracking mode found. Falling back on CPU constant mode.
[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.
[codecarbon INFO @ 08:05:27] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:05:27] >>> Tracker's metadata:
[codecarbon INFO @ 08:05:27] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35
[codecarbon INFO @ 08:05:27] Python version: 3.9.0
[codecarbon INFO @ 08:05:27] CodeCarbon version: 2.3.4
[codecarbon INFO @ 08:05:27] Available RAM : 15.475 GB
[codecarbon INFO @ 08:05:27] CPU count: 16
[codecarbon INFO @ 08:05:27] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:05:27] GPU count: None
[codecarbon INFO @ 08:05:27] GPU model: None
[codecarbon INFO @ 08:05:31] Energy consumed for RAM : 0.000000 kWh. RAM Power : 5.803128719329834 W
[codecarbon INFO @ 08:05:31] Energy consumed for all CPUs : 0.000001 kWh. Total CPU Power : 42.5 W
[codecarbon INFO @ 08:05:31] 0.000001 kWh of electricity used since the beginning.
[codecarbon INFO @ 08:05:31] [setup] RAM Tracking...
[codecarbon INFO @ 08:05:31] [setup] GPU Tracking...
[codecarbon INFO @ 08:05:31] No GPU found.
[codecarbon INFO @ 08:05:31] [setup] CPU Tracking...
[codecarbon WARNING @ 08:05:31] No CPU tracking mode found. Falling back on CPU constant mode.
[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.
[codecarbon INFO @ 08:05:32] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:05:32] >>> Tracker's metadata:
[codecarbon INFO @ 08:05:32] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35
[codecarbon INFO @ 08:05:32] Python version: 3.9.0
[codecarbon INFO @ 08:05:32] CodeCarbon version: 2.3.4
[codecarbon INFO @ 08:05:32] Available RAM : 15.475 GB
[codecarbon INFO @ 08:05:32] CPU count: 16
[codecarbon INFO @ 08:05:32] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:05:32] GPU count: None
[codecarbon INFO @ 08:05:32] GPU model: None
[codecarbon INFO @ 08:05:35] Energy consumed for RAM : 0.000000 kWh. RAM Power : 5.803128719329834 W
[codecarbon INFO @ 08:05:35] Energy consumed for all CPUs : 0.000001 kWh. Total CPU Power : 42.5 W
[codecarbon INFO @ 08:05:35] 0.000001 kWh of electricity used since the beginning.
[codecarbon INFO @ 08:05:35] [setup] RAM Tracking...
[codecarbon INFO @ 08:05:35] [setup] GPU Tracking...
[codecarbon INFO @ 08:05:35] No GPU found.
[codecarbon INFO @ 08:05:35] [setup] CPU Tracking...
[codecarbon WARNING @ 08:05:35] No CPU tracking mode found. Falling back on CPU constant mode.
[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.
[codecarbon INFO @ 08:05:36] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:05:36] >>> Tracker's metadata:
[codecarbon INFO @ 08:05:36] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35
[codecarbon INFO @ 08:05:36] Python version: 3.9.0
[codecarbon INFO @ 08:05:36] CodeCarbon version: 2.3.4
[codecarbon INFO @ 08:05:36] Available RAM : 15.475 GB
[codecarbon INFO @ 08:05:36] CPU count: 16
[codecarbon INFO @ 08:05:36] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:05:36] GPU count: None
[codecarbon INFO @ 08:05:36] GPU model: None
[codecarbon INFO @ 08:05:39] Energy consumed for RAM : 0.000000 kWh. RAM Power : 5.803128719329834 W
[codecarbon INFO @ 08:05:39] Energy consumed for all CPUs : 0.000001 kWh. Total CPU Power : 42.5 W
[codecarbon INFO @ 08:05:39] 0.000001 kWh of electricity used since the beginning.
[codecarbon INFO @ 08:05:39] [setup] RAM Tracking...
[codecarbon INFO @ 08:05:39] [setup] GPU Tracking...
[codecarbon INFO @ 08:05:39] No GPU found.
[codecarbon INFO @ 08:05:39] [setup] CPU Tracking...
[codecarbon WARNING @ 08:05:39] No CPU tracking mode found. Falling back on CPU constant mode.
[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.
[codecarbon INFO @ 08:05:41] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:05:41] >>> Tracker's metadata:
[codecarbon INFO @ 08:05:41] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35
[codecarbon INFO @ 08:05:41] Python version: 3.9.0
[codecarbon INFO @ 08:05:41] CodeCarbon version: 2.3.4
[codecarbon INFO @ 08:05:41] Available RAM : 15.475 GB
[codecarbon INFO @ 08:05:41] CPU count: 16
[codecarbon INFO @ 08:05:41] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:05:41] GPU count: None
[codecarbon INFO @ 08:05:41] GPU model: None
[codecarbon INFO @ 08:05:44] Energy consumed for RAM : 0.000000 kWh. RAM Power : 5.803128719329834 W
[codecarbon INFO @ 08:05:44] Energy consumed for all CPUs : 0.000001 kWh. Total CPU Power : 42.5 W
[codecarbon INFO @ 08:05:44] 0.000001 kWh of electricity used since the beginning.
[codecarbon INFO @ 08:05:44] [setup] RAM Tracking...
[codecarbon INFO @ 08:05:44] [setup] GPU Tracking...
[codecarbon INFO @ 08:05:44] No GPU found.
[codecarbon INFO @ 08:05:44] [setup] CPU Tracking...
[codecarbon WARNING @ 08:05:44] No CPU tracking mode found. Falling back on CPU constant mode.
[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.
[codecarbon INFO @ 08:05:45] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:05:45] >>> Tracker's metadata:
[codecarbon INFO @ 08:05:45] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35
[codecarbon INFO @ 08:05:45] Python version: 3.9.0
[codecarbon INFO @ 08:05:45] CodeCarbon version: 2.3.4
[codecarbon INFO @ 08:05:45] Available RAM : 15.475 GB
[codecarbon INFO @ 08:05:45] CPU count: 16
[codecarbon INFO @ 08:05:45] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:05:45] GPU count: None
[codecarbon INFO @ 08:05:45] GPU model: None
[codecarbon INFO @ 08:05:48] Energy consumed for RAM : 0.000000 kWh. RAM Power : 5.803128719329834 W
[codecarbon INFO @ 08:05:48] Energy consumed for all CPUs : 0.000001 kWh. Total CPU Power : 42.5 W
[codecarbon INFO @ 08:05:48] 0.000001 kWh of electricity used since the beginning.
[codecarbon INFO @ 08:05:48] [setup] RAM Tracking...
[codecarbon INFO @ 08:05:48] [setup] GPU Tracking...
[codecarbon INFO @ 08:05:48] No GPU found.
[codecarbon INFO @ 08:05:48] [setup] CPU Tracking...
[codecarbon WARNING @ 08:05:48] No CPU tracking mode found. Falling back on CPU constant mode.
[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.
[codecarbon INFO @ 08:05:49] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:05:49] >>> Tracker's metadata:
[codecarbon INFO @ 08:05:49] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35
[codecarbon INFO @ 08:05:49] Python version: 3.9.0
[codecarbon INFO @ 08:05:49] CodeCarbon version: 2.3.4
[codecarbon INFO @ 08:05:49] Available RAM : 15.475 GB
[codecarbon INFO @ 08:05:49] CPU count: 16
[codecarbon INFO @ 08:05:49] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:05:49] GPU count: None
[codecarbon INFO @ 08:05:49] GPU model: None
[codecarbon INFO @ 08:05:53] Energy consumed for RAM : 0.000000 kWh. RAM Power : 5.803128719329834 W
[codecarbon INFO @ 08:05:53] Energy consumed for all CPUs : 0.000001 kWh. Total CPU Power : 42.5 W
[codecarbon INFO @ 08:05:53] 0.000001 kWh of electricity used since the beginning.
[codecarbon INFO @ 08:05:53] [setup] RAM Tracking...
[codecarbon INFO @ 08:05:53] [setup] GPU Tracking...
[codecarbon INFO @ 08:05:53] No GPU found.
[codecarbon INFO @ 08:05:53] [setup] CPU Tracking...
[codecarbon WARNING @ 08:05:53] No CPU tracking mode found. Falling back on CPU constant mode.
[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.
[codecarbon INFO @ 08:05:54] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:05:54] >>> Tracker's metadata:
[codecarbon INFO @ 08:05:54] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35
[codecarbon INFO @ 08:05:54] Python version: 3.9.0
[codecarbon INFO @ 08:05:54] CodeCarbon version: 2.3.4
[codecarbon INFO @ 08:05:54] Available RAM : 15.475 GB
[codecarbon INFO @ 08:05:54] CPU count: 16
[codecarbon INFO @ 08:05:54] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:05:54] GPU count: None
[codecarbon INFO @ 08:05:54] GPU model: None
[codecarbon INFO @ 08:05:57] Energy consumed for RAM : 0.000000 kWh. RAM Power : 5.803128719329834 W
[codecarbon INFO @ 08:05:57] Energy consumed for all CPUs : 0.000001 kWh. Total CPU Power : 42.5 W
[codecarbon INFO @ 08:05:57] 0.000001 kWh of electricity used since the beginning.
[codecarbon INFO @ 08:05:57] [setup] RAM Tracking...
[codecarbon INFO @ 08:05:57] [setup] GPU Tracking...
[codecarbon INFO @ 08:05:57] No GPU found.
[codecarbon INFO @ 08:05:57] [setup] CPU Tracking...
[codecarbon WARNING @ 08:05:57] No CPU tracking mode found. Falling back on CPU constant mode.
[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.
[codecarbon INFO @ 08:05:58] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:05:58] >>> Tracker's metadata:
[codecarbon INFO @ 08:05:58] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35
[codecarbon INFO @ 08:05:58] Python version: 3.9.0
[codecarbon INFO @ 08:05:58] CodeCarbon version: 2.3.4
[codecarbon INFO @ 08:05:58] Available RAM : 15.475 GB
[codecarbon INFO @ 08:05:58] CPU count: 16
[codecarbon INFO @ 08:05:58] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:05:58] GPU count: None
[codecarbon INFO @ 08:05:58] GPU model: None
[codecarbon INFO @ 08:06:01] Energy consumed for RAM : 0.000000 kWh. RAM Power : 5.803128719329834 W
[codecarbon INFO @ 08:06:01] Energy consumed for all CPUs : 0.000001 kWh. Total CPU Power : 42.5 W
[codecarbon INFO @ 08:06:01] 0.000001 kWh of electricity used since the beginning.
[codecarbon INFO @ 08:06:01] [setup] RAM Tracking...
[codecarbon INFO @ 08:06:01] [setup] GPU Tracking...
[codecarbon INFO @ 08:06:01] No GPU found.
[codecarbon INFO @ 08:06:01] [setup] CPU Tracking...
[codecarbon WARNING @ 08:06:01] No CPU tracking mode found. Falling back on CPU constant mode.
[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.
[codecarbon INFO @ 08:06:03] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:06:03] >>> Tracker's metadata:
[codecarbon INFO @ 08:06:03] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35
[codecarbon INFO @ 08:06:03] Python version: 3.9.0
[codecarbon INFO @ 08:06:03] CodeCarbon version: 2.3.4
[codecarbon INFO @ 08:06:03] Available RAM : 15.475 GB
[codecarbon INFO @ 08:06:03] CPU count: 16
[codecarbon INFO @ 08:06:03] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:06:03] GPU count: None
[codecarbon INFO @ 08:06:03] GPU model: None
[codecarbon INFO @ 08:06:06] Energy consumed for RAM : 0.000000 kWh. RAM Power : 5.803128719329834 W
[codecarbon INFO @ 08:06:06] Energy consumed for all CPUs : 0.000001 kWh. Total CPU Power : 42.5 W
[codecarbon INFO @ 08:06:06] 0.000001 kWh of electricity used since the beginning.
[codecarbon INFO @ 08:06:06] [setup] RAM Tracking...
[codecarbon INFO @ 08:06:06] [setup] GPU Tracking...
[codecarbon INFO @ 08:06:06] No GPU found.
[codecarbon INFO @ 08:06:06] [setup] CPU Tracking...
[codecarbon WARNING @ 08:06:06] No CPU tracking mode found. Falling back on CPU constant mode.
[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.
[codecarbon INFO @ 08:06:07] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:06:07] >>> Tracker's metadata:
[codecarbon INFO @ 08:06:07] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35
[codecarbon INFO @ 08:06:07] Python version: 3.9.0
[codecarbon INFO @ 08:06:07] CodeCarbon version: 2.3.4
[codecarbon INFO @ 08:06:07] Available RAM : 15.475 GB
[codecarbon INFO @ 08:06:07] CPU count: 16
[codecarbon INFO @ 08:06:07] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:06:07] GPU count: None
[codecarbon INFO @ 08:06:07] GPU model: None
[codecarbon INFO @ 08:06:10] Energy consumed for RAM : 0.000000 kWh. RAM Power : 5.803128719329834 W
[codecarbon INFO @ 08:06:10] Energy consumed for all CPUs : 0.000001 kWh. Total CPU Power : 42.5 W
[codecarbon INFO @ 08:06:10] 0.000001 kWh of electricity used since the beginning.
[codecarbon INFO @ 08:06:10] [setup] RAM Tracking...
[codecarbon INFO @ 08:06:10] [setup] GPU Tracking...
[codecarbon INFO @ 08:06:10] No GPU found.
[codecarbon INFO @ 08:06:10] [setup] CPU Tracking...
[codecarbon WARNING @ 08:06:10] No CPU tracking mode found. Falling back on CPU constant mode.
[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.
[codecarbon INFO @ 08:06:11] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:06:11] >>> Tracker's metadata:
[codecarbon INFO @ 08:06:11] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35
[codecarbon INFO @ 08:06:11] Python version: 3.9.0
[codecarbon INFO @ 08:06:11] CodeCarbon version: 2.3.4
[codecarbon INFO @ 08:06:11] Available RAM : 15.475 GB
[codecarbon INFO @ 08:06:11] CPU count: 16
[codecarbon INFO @ 08:06:11] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:06:11] GPU count: None
[codecarbon INFO @ 08:06:11] GPU model: None
[codecarbon INFO @ 08:06:14] Energy consumed for RAM : 0.000000 kWh. RAM Power : 5.803128719329834 W
[codecarbon INFO @ 08:06:14] Energy consumed for all CPUs : 0.000001 kWh. Total CPU Power : 42.5 W
[codecarbon INFO @ 08:06:14] 0.000001 kWh of electricity used since the beginning.
[codecarbon INFO @ 08:06:15] [setup] RAM Tracking...
[codecarbon INFO @ 08:06:15] [setup] GPU Tracking...
[codecarbon INFO @ 08:06:15] No GPU found.
[codecarbon INFO @ 08:06:15] [setup] CPU Tracking...
[codecarbon WARNING @ 08:06:15] No CPU tracking mode found. Falling back on CPU constant mode.
[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.
[codecarbon INFO @ 08:06:16] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:06:16] >>> Tracker's metadata:
[codecarbon INFO @ 08:06:16] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35
[codecarbon INFO @ 08:06:16] Python version: 3.9.0
[codecarbon INFO @ 08:06:16] CodeCarbon version: 2.3.4
[codecarbon INFO @ 08:06:16] Available RAM : 15.475 GB
[codecarbon INFO @ 08:06:16] CPU count: 16
[codecarbon INFO @ 08:06:16] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:06:16] GPU count: None
[codecarbon INFO @ 08:06:16] GPU model: None
[codecarbon INFO @ 08:06:20] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W
[codecarbon INFO @ 08:06:20] Energy consumed for all CPUs : 0.000013 kWh. Total CPU Power : 42.5 W
[codecarbon INFO @ 08:06:20] 0.000014 kWh of electricity used since the beginning.
[codecarbon INFO @ 08:06:20] [setup] RAM Tracking...
[codecarbon INFO @ 08:06:20] [setup] GPU Tracking...
[codecarbon INFO @ 08:06:20] No GPU found.
[codecarbon INFO @ 08:06:20] [setup] CPU Tracking...
[codecarbon WARNING @ 08:06:20] No CPU tracking mode found. Falling back on CPU constant mode.
[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.
[codecarbon INFO @ 08:06:21] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:06:21] >>> Tracker's metadata:
[codecarbon INFO @ 08:06:21] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35
[codecarbon INFO @ 08:06:21] Python version: 3.9.0
[codecarbon INFO @ 08:06:21] CodeCarbon version: 2.3.4
[codecarbon INFO @ 08:06:21] Available RAM : 15.475 GB
[codecarbon INFO @ 08:06:21] CPU count: 16
[codecarbon INFO @ 08:06:21] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:06:21] GPU count: None
[codecarbon INFO @ 08:06:21] GPU model: None
[codecarbon INFO @ 08:06:25] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W
[codecarbon INFO @ 08:06:25] Energy consumed for all CPUs : 0.000013 kWh. Total CPU Power : 42.5 W
[codecarbon INFO @ 08:06:25] 0.000014 kWh of electricity used since the beginning.
[codecarbon INFO @ 08:06:25] [setup] RAM Tracking...
[codecarbon INFO @ 08:06:25] [setup] GPU Tracking...
[codecarbon INFO @ 08:06:25] No GPU found.
[codecarbon INFO @ 08:06:25] [setup] CPU Tracking...
[codecarbon WARNING @ 08:06:25] No CPU tracking mode found. Falling back on CPU constant mode.
[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.
[codecarbon INFO @ 08:06:26] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:06:26] >>> Tracker's metadata:
[codecarbon INFO @ 08:06:26] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35
[codecarbon INFO @ 08:06:26] Python version: 3.9.0
[codecarbon INFO @ 08:06:26] CodeCarbon version: 2.3.4
[codecarbon INFO @ 08:06:26] Available RAM : 15.475 GB
[codecarbon INFO @ 08:06:26] CPU count: 16
[codecarbon INFO @ 08:06:26] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:06:26] GPU count: None
[codecarbon INFO @ 08:06:26] GPU model: None
[codecarbon INFO @ 08:06:31] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W
[codecarbon INFO @ 08:06:31] Energy consumed for all CPUs : 0.000013 kWh. Total CPU Power : 42.5 W
[codecarbon INFO @ 08:06:31] 0.000014 kWh of electricity used since the beginning.
[codecarbon INFO @ 08:06:31] [setup] RAM Tracking...
[codecarbon INFO @ 08:06:31] [setup] GPU Tracking...
[codecarbon INFO @ 08:06:31] No GPU found.
[codecarbon INFO @ 08:06:31] [setup] CPU Tracking...
[codecarbon WARNING @ 08:06:31] No CPU tracking mode found. Falling back on CPU constant mode.
[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.
[codecarbon INFO @ 08:06:32] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:06:32] >>> Tracker's metadata:
[codecarbon INFO @ 08:06:32] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35
[codecarbon INFO @ 08:06:32] Python version: 3.9.0
[codecarbon INFO @ 08:06:32] CodeCarbon version: 2.3.4
[codecarbon INFO @ 08:06:32] Available RAM : 15.475 GB
[codecarbon INFO @ 08:06:32] CPU count: 16
[codecarbon INFO @ 08:06:32] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:06:32] GPU count: None
[codecarbon INFO @ 08:06:32] GPU model: None
[codecarbon INFO @ 08:06:36] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W
[codecarbon INFO @ 08:06:36] Energy consumed for all CPUs : 0.000013 kWh. Total CPU Power : 42.5 W
[codecarbon INFO @ 08:06:36] 0.000014 kWh of electricity used since the beginning.
[codecarbon INFO @ 08:06:36] [setup] RAM Tracking...
[codecarbon INFO @ 08:06:36] [setup] GPU Tracking...
[codecarbon INFO @ 08:06:36] No GPU found.
[codecarbon INFO @ 08:06:36] [setup] CPU Tracking...
[codecarbon WARNING @ 08:06:36] No CPU tracking mode found. Falling back on CPU constant mode.
[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.
[codecarbon INFO @ 08:06:37] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:06:37] >>> Tracker's metadata:
[codecarbon INFO @ 08:06:37] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35
[codecarbon INFO @ 08:06:37] Python version: 3.9.0
[codecarbon INFO @ 08:06:37] CodeCarbon version: 2.3.4
[codecarbon INFO @ 08:06:37] Available RAM : 15.475 GB
[codecarbon INFO @ 08:06:37] CPU count: 16
[codecarbon INFO @ 08:06:37] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:06:37] GPU count: None
[codecarbon INFO @ 08:06:37] GPU model: None
[codecarbon INFO @ 08:06:41] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W
[codecarbon INFO @ 08:06:41] Energy consumed for all CPUs : 0.000013 kWh. Total CPU Power : 42.5 W
[codecarbon INFO @ 08:06:41] 0.000014 kWh of electricity used since the beginning.
[codecarbon INFO @ 08:06:41] [setup] RAM Tracking...
[codecarbon INFO @ 08:06:41] [setup] GPU Tracking...
[codecarbon INFO @ 08:06:41] No GPU found.
[codecarbon INFO @ 08:06:41] [setup] CPU Tracking...
[codecarbon WARNING @ 08:06:41] No CPU tracking mode found. Falling back on CPU constant mode.
[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.
[codecarbon INFO @ 08:06:43] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:06:43] >>> Tracker's metadata:
[codecarbon INFO @ 08:06:43] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35
[codecarbon INFO @ 08:06:43] Python version: 3.9.0
[codecarbon INFO @ 08:06:43] CodeCarbon version: 2.3.4
[codecarbon INFO @ 08:06:43] Available RAM : 15.475 GB
[codecarbon INFO @ 08:06:43] CPU count: 16
[codecarbon INFO @ 08:06:43] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:06:43] GPU count: None
[codecarbon INFO @ 08:06:43] GPU model: None
[codecarbon INFO @ 08:06:47] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W
[codecarbon INFO @ 08:06:47] Energy consumed for all CPUs : 0.000013 kWh. Total CPU Power : 42.5 W
[codecarbon INFO @ 08:06:47] 0.000014 kWh of electricity used since the beginning.
[codecarbon INFO @ 08:06:47] [setup] RAM Tracking...
[codecarbon INFO @ 08:06:47] [setup] GPU Tracking...
[codecarbon INFO @ 08:06:47] No GPU found.
[codecarbon INFO @ 08:06:47] [setup] CPU Tracking...
[codecarbon WARNING @ 08:06:47] No CPU tracking mode found. Falling back on CPU constant mode.
[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.
[codecarbon INFO @ 08:06:48] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:06:48] >>> Tracker's metadata:
[codecarbon INFO @ 08:06:48] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35
[codecarbon INFO @ 08:06:48] Python version: 3.9.0
[codecarbon INFO @ 08:06:48] CodeCarbon version: 2.3.4
[codecarbon INFO @ 08:06:48] Available RAM : 15.475 GB
[codecarbon INFO @ 08:06:48] CPU count: 16
[codecarbon INFO @ 08:06:48] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:06:48] GPU count: None
[codecarbon INFO @ 08:06:48] GPU model: None
[codecarbon INFO @ 08:06:52] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W
[codecarbon INFO @ 08:06:52] Energy consumed for all CPUs : 0.000013 kWh. Total CPU Power : 42.5 W
[codecarbon INFO @ 08:06:52] 0.000014 kWh of electricity used since the beginning.
[codecarbon INFO @ 08:06:52] [setup] RAM Tracking...
[codecarbon INFO @ 08:06:52] [setup] GPU Tracking...
[codecarbon INFO @ 08:06:52] No GPU found.
[codecarbon INFO @ 08:06:52] [setup] CPU Tracking...
[codecarbon WARNING @ 08:06:52] No CPU tracking mode found. Falling back on CPU constant mode.
[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.
[codecarbon INFO @ 08:06:53] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:06:53] >>> Tracker's metadata:
[codecarbon INFO @ 08:06:53] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35
[codecarbon INFO @ 08:06:53] Python version: 3.9.0
[codecarbon INFO @ 08:06:53] CodeCarbon version: 2.3.4
[codecarbon INFO @ 08:06:53] Available RAM : 15.475 GB
[codecarbon INFO @ 08:06:53] CPU count: 16
[codecarbon INFO @ 08:06:53] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:06:53] GPU count: None
[codecarbon INFO @ 08:06:53] GPU model: None
[codecarbon INFO @ 08:06:57] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W
[codecarbon INFO @ 08:06:57] Energy consumed for all CPUs : 0.000013 kWh. Total CPU Power : 42.5 W
[codecarbon INFO @ 08:06:57] 0.000014 kWh of electricity used since the beginning.
[codecarbon INFO @ 08:06:58] [setup] RAM Tracking...
[codecarbon INFO @ 08:06:58] [setup] GPU Tracking...
[codecarbon INFO @ 08:06:58] No GPU found.
[codecarbon INFO @ 08:06:58] [setup] CPU Tracking...
[codecarbon WARNING @ 08:06:58] No CPU tracking mode found. Falling back on CPU constant mode.
[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.
[codecarbon INFO @ 08:06:59] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:06:59] >>> Tracker's metadata:
[codecarbon INFO @ 08:06:59] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35
[codecarbon INFO @ 08:06:59] Python version: 3.9.0
[codecarbon INFO @ 08:06:59] CodeCarbon version: 2.3.4
[codecarbon INFO @ 08:06:59] Available RAM : 15.475 GB
[codecarbon INFO @ 08:06:59] CPU count: 16
[codecarbon INFO @ 08:06:59] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:06:59] GPU count: None
[codecarbon INFO @ 08:06:59] GPU model: None
[codecarbon INFO @ 08:07:03] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W
[codecarbon INFO @ 08:07:03] Energy consumed for all CPUs : 0.000013 kWh. Total CPU Power : 42.5 W
[codecarbon INFO @ 08:07:03] 0.000014 kWh of electricity used since the beginning.
[codecarbon INFO @ 08:07:03] [setup] RAM Tracking...
[codecarbon INFO @ 08:07:03] [setup] GPU Tracking...
[codecarbon INFO @ 08:07:03] No GPU found.
[codecarbon INFO @ 08:07:03] [setup] CPU Tracking...
[codecarbon WARNING @ 08:07:03] No CPU tracking mode found. Falling back on CPU constant mode.
[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.
[codecarbon INFO @ 08:07:04] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:07:04] >>> Tracker's metadata:
[codecarbon INFO @ 08:07:04] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35
[codecarbon INFO @ 08:07:04] Python version: 3.9.0
[codecarbon INFO @ 08:07:04] CodeCarbon version: 2.3.4
[codecarbon INFO @ 08:07:04] Available RAM : 15.475 GB
[codecarbon INFO @ 08:07:04] CPU count: 16
[codecarbon INFO @ 08:07:04] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:07:04] GPU count: None
[codecarbon INFO @ 08:07:04] GPU model: None
[codecarbon INFO @ 08:07:08] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W
[codecarbon INFO @ 08:07:08] Energy consumed for all CPUs : 0.000012 kWh. Total CPU Power : 42.5 W
[codecarbon INFO @ 08:07:08] 0.000014 kWh of electricity used since the beginning.
[codecarbon INFO @ 08:07:08] [setup] RAM Tracking...
[codecarbon INFO @ 08:07:08] [setup] GPU Tracking...
[codecarbon INFO @ 08:07:08] No GPU found.
[codecarbon INFO @ 08:07:08] [setup] CPU Tracking...
[codecarbon WARNING @ 08:07:08] No CPU tracking mode found. Falling back on CPU constant mode.
[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.
[codecarbon INFO @ 08:07:10] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:07:10] >>> Tracker's metadata:
[codecarbon INFO @ 08:07:10] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35
[codecarbon INFO @ 08:07:10] Python version: 3.9.0
[codecarbon INFO @ 08:07:10] CodeCarbon version: 2.3.4
[codecarbon INFO @ 08:07:10] Available RAM : 15.475 GB
[codecarbon INFO @ 08:07:10] CPU count: 16
[codecarbon INFO @ 08:07:10] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:07:10] GPU count: None
[codecarbon INFO @ 08:07:10] GPU model: None
[codecarbon INFO @ 08:07:14] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W
[codecarbon INFO @ 08:07:14] Energy consumed for all CPUs : 0.000013 kWh. Total CPU Power : 42.5 W
[codecarbon INFO @ 08:07:14] 0.000014 kWh of electricity used since the beginning.
[codecarbon INFO @ 08:07:14] [setup] RAM Tracking...
[codecarbon INFO @ 08:07:14] [setup] GPU Tracking...
[codecarbon INFO @ 08:07:14] No GPU found.
[codecarbon INFO @ 08:07:14] [setup] CPU Tracking...
[codecarbon WARNING @ 08:07:14] No CPU tracking mode found. Falling back on CPU constant mode.
[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.
[codecarbon INFO @ 08:07:15] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:07:15] >>> Tracker's metadata:
[codecarbon INFO @ 08:07:15] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35
[codecarbon INFO @ 08:07:15] Python version: 3.9.0
[codecarbon INFO @ 08:07:15] CodeCarbon version: 2.3.4
[codecarbon INFO @ 08:07:15] Available RAM : 15.475 GB
[codecarbon INFO @ 08:07:15] CPU count: 16
[codecarbon INFO @ 08:07:15] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:07:15] GPU count: None
[codecarbon INFO @ 08:07:15] GPU model: None
[codecarbon INFO @ 08:07:19] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W
[codecarbon INFO @ 08:07:19] Energy consumed for all CPUs : 0.000013 kWh. Total CPU Power : 42.5 W
[codecarbon INFO @ 08:07:19] 0.000014 kWh of electricity used since the beginning.
[codecarbon INFO @ 08:07:19] [setup] RAM Tracking...
[codecarbon INFO @ 08:07:19] [setup] GPU Tracking...
[codecarbon INFO @ 08:07:19] No GPU found.
[codecarbon INFO @ 08:07:19] [setup] CPU Tracking...
[codecarbon WARNING @ 08:07:19] No CPU tracking mode found. Falling back on CPU constant mode.
[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.
[codecarbon INFO @ 08:07:20] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:07:20] >>> Tracker's metadata:
[codecarbon INFO @ 08:07:20] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35
[codecarbon INFO @ 08:07:20] Python version: 3.9.0
[codecarbon INFO @ 08:07:20] CodeCarbon version: 2.3.4
[codecarbon INFO @ 08:07:20] Available RAM : 15.475 GB
[codecarbon INFO @ 08:07:20] CPU count: 16
[codecarbon INFO @ 08:07:20] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:07:20] GPU count: None
[codecarbon INFO @ 08:07:20] GPU model: None
[codecarbon INFO @ 08:07:24] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W
[codecarbon INFO @ 08:07:24] Energy consumed for all CPUs : 0.000012 kWh. Total CPU Power : 42.5 W
[codecarbon INFO @ 08:07:24] 0.000014 kWh of electricity used since the beginning.
[codecarbon INFO @ 08:07:25] [setup] RAM Tracking...
[codecarbon INFO @ 08:07:25] [setup] GPU Tracking...
[codecarbon INFO @ 08:07:25] No GPU found.
[codecarbon INFO @ 08:07:25] [setup] CPU Tracking...
[codecarbon WARNING @ 08:07:25] No CPU tracking mode found. Falling back on CPU constant mode.
[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.
[codecarbon INFO @ 08:07:26] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:07:26] >>> Tracker's metadata:
[codecarbon INFO @ 08:07:26] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35
[codecarbon INFO @ 08:07:26] Python version: 3.9.0
[codecarbon INFO @ 08:07:26] CodeCarbon version: 2.3.4
[codecarbon INFO @ 08:07:26] Available RAM : 15.475 GB
[codecarbon INFO @ 08:07:26] CPU count: 16
[codecarbon INFO @ 08:07:26] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:07:26] GPU count: None
[codecarbon INFO @ 08:07:26] GPU model: None
[codecarbon INFO @ 08:07:30] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W
[codecarbon INFO @ 08:07:30] Energy consumed for all CPUs : 0.000013 kWh. Total CPU Power : 42.5 W
[codecarbon INFO @ 08:07:30] 0.000014 kWh of electricity used since the beginning.
[codecarbon INFO @ 08:07:30] [setup] RAM Tracking...
[codecarbon INFO @ 08:07:30] [setup] GPU Tracking...
[codecarbon INFO @ 08:07:30] No GPU found.
[codecarbon INFO @ 08:07:30] [setup] CPU Tracking...
[codecarbon WARNING @ 08:07:30] No CPU tracking mode found. Falling back on CPU constant mode.
[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.
[codecarbon INFO @ 08:07:31] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:07:31] >>> Tracker's metadata:
[codecarbon INFO @ 08:07:31] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35
[codecarbon INFO @ 08:07:31] Python version: 3.9.0
[codecarbon INFO @ 08:07:31] CodeCarbon version: 2.3.4
[codecarbon INFO @ 08:07:31] Available RAM : 15.475 GB
[codecarbon INFO @ 08:07:31] CPU count: 16
[codecarbon INFO @ 08:07:31] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:07:31] GPU count: None
[codecarbon INFO @ 08:07:31] GPU model: None
[codecarbon INFO @ 08:07:35] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W
[codecarbon INFO @ 08:07:35] Energy consumed for all CPUs : 0.000013 kWh. Total CPU Power : 42.5 W
[codecarbon INFO @ 08:07:35] 0.000014 kWh of electricity used since the beginning.
[codecarbon INFO @ 08:07:35] [setup] RAM Tracking...
[codecarbon INFO @ 08:07:35] [setup] GPU Tracking...
[codecarbon INFO @ 08:07:35] No GPU found.
[codecarbon INFO @ 08:07:35] [setup] CPU Tracking...
[codecarbon WARNING @ 08:07:35] No CPU tracking mode found. Falling back on CPU constant mode.
[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.
[codecarbon INFO @ 08:07:36] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:07:36] >>> Tracker's metadata:
[codecarbon INFO @ 08:07:36] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35
[codecarbon INFO @ 08:07:36] Python version: 3.9.0
[codecarbon INFO @ 08:07:36] CodeCarbon version: 2.3.4
[codecarbon INFO @ 08:07:36] Available RAM : 15.475 GB
[codecarbon INFO @ 08:07:36] CPU count: 16
[codecarbon INFO @ 08:07:36] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:07:36] GPU count: None
[codecarbon INFO @ 08:07:36] GPU model: None
[codecarbon INFO @ 08:07:41] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W
[codecarbon INFO @ 08:07:41] Energy consumed for all CPUs : 0.000013 kWh. Total CPU Power : 42.5 W
[codecarbon INFO @ 08:07:41] 0.000014 kWh of electricity used since the beginning.
[codecarbon INFO @ 08:07:41] [setup] RAM Tracking...
[codecarbon INFO @ 08:07:41] [setup] GPU Tracking...
[codecarbon INFO @ 08:07:41] No GPU found.
[codecarbon INFO @ 08:07:41] [setup] CPU Tracking...
[codecarbon WARNING @ 08:07:41] No CPU tracking mode found. Falling back on CPU constant mode.
[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.
[codecarbon INFO @ 08:07:42] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:07:42] >>> Tracker's metadata:
[codecarbon INFO @ 08:07:42] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35
[codecarbon INFO @ 08:07:42] Python version: 3.9.0
[codecarbon INFO @ 08:07:42] CodeCarbon version: 2.3.4
[codecarbon INFO @ 08:07:42] Available RAM : 15.475 GB
[codecarbon INFO @ 08:07:42] CPU count: 16
[codecarbon INFO @ 08:07:42] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:07:42] GPU count: None
[codecarbon INFO @ 08:07:42] GPU model: None
[codecarbon INFO @ 08:07:46] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W
[codecarbon INFO @ 08:07:46] Energy consumed for all CPUs : 0.000013 kWh. Total CPU Power : 42.5 W
[codecarbon INFO @ 08:07:46] 0.000014 kWh of electricity used since the beginning.
[codecarbon INFO @ 08:07:46] [setup] RAM Tracking...
[codecarbon INFO @ 08:07:46] [setup] GPU Tracking...
[codecarbon INFO @ 08:07:46] No GPU found.
[codecarbon INFO @ 08:07:46] [setup] CPU Tracking...
[codecarbon WARNING @ 08:07:46] No CPU tracking mode found. Falling back on CPU constant mode.
[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.
[codecarbon INFO @ 08:07:47] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:07:47] >>> Tracker's metadata:
[codecarbon INFO @ 08:07:47] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35
[codecarbon INFO @ 08:07:47] Python version: 3.9.0
[codecarbon INFO @ 08:07:47] CodeCarbon version: 2.3.4
[codecarbon INFO @ 08:07:47] Available RAM : 15.475 GB
[codecarbon INFO @ 08:07:47] CPU count: 16
[codecarbon INFO @ 08:07:47] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:07:47] GPU count: None
[codecarbon INFO @ 08:07:47] GPU model: None
[codecarbon INFO @ 08:07:51] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W
[codecarbon INFO @ 08:07:51] Energy consumed for all CPUs : 0.000013 kWh. Total CPU Power : 42.5 W
[codecarbon INFO @ 08:07:51] 0.000014 kWh of electricity used since the beginning.
[codecarbon INFO @ 08:07:51] [setup] RAM Tracking...
[codecarbon INFO @ 08:07:51] [setup] GPU Tracking...
[codecarbon INFO @ 08:07:51] No GPU found.
[codecarbon INFO @ 08:07:51] [setup] CPU Tracking...
[codecarbon WARNING @ 08:07:51] No CPU tracking mode found. Falling back on CPU constant mode.
[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.
[codecarbon INFO @ 08:07:53] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:07:53] >>> Tracker's metadata:
[codecarbon INFO @ 08:07:53] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35
[codecarbon INFO @ 08:07:53] Python version: 3.9.0
[codecarbon INFO @ 08:07:53] CodeCarbon version: 2.3.4
[codecarbon INFO @ 08:07:53] Available RAM : 15.475 GB
[codecarbon INFO @ 08:07:53] CPU count: 16
[codecarbon INFO @ 08:07:53] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:07:53] GPU count: None
[codecarbon INFO @ 08:07:53] GPU model: None
[codecarbon INFO @ 08:07:57] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W
[codecarbon INFO @ 08:07:57] Energy consumed for all CPUs : 0.000013 kWh. Total CPU Power : 42.5 W
[codecarbon INFO @ 08:07:57] 0.000014 kWh of electricity used since the beginning.
[codecarbon INFO @ 08:07:57] [setup] RAM Tracking...
[codecarbon INFO @ 08:07:57] [setup] GPU Tracking...
[codecarbon INFO @ 08:07:57] No GPU found.
[codecarbon INFO @ 08:07:57] [setup] CPU Tracking...
[codecarbon WARNING @ 08:07:57] No CPU tracking mode found. Falling back on CPU constant mode.
[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.
[codecarbon INFO @ 08:07:58] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:07:58] >>> Tracker's metadata:
[codecarbon INFO @ 08:07:58] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35
[codecarbon INFO @ 08:07:58] Python version: 3.9.0
[codecarbon INFO @ 08:07:58] CodeCarbon version: 2.3.4
[codecarbon INFO @ 08:07:58] Available RAM : 15.475 GB
[codecarbon INFO @ 08:07:58] CPU count: 16
[codecarbon INFO @ 08:07:58] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:07:58] GPU count: None
[codecarbon INFO @ 08:07:58] GPU model: None
[codecarbon INFO @ 08:08:02] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W
[codecarbon INFO @ 08:08:02] Energy consumed for all CPUs : 0.000013 kWh. Total CPU Power : 42.5 W
[codecarbon INFO @ 08:08:02] 0.000014 kWh of electricity used since the beginning.
[codecarbon INFO @ 08:08:02] [setup] RAM Tracking...
[codecarbon INFO @ 08:08:02] [setup] GPU Tracking...
[codecarbon INFO @ 08:08:02] No GPU found.
[codecarbon INFO @ 08:08:02] [setup] CPU Tracking...
[codecarbon WARNING @ 08:08:02] No CPU tracking mode found. Falling back on CPU constant mode.
[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.
[codecarbon INFO @ 08:08:03] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:08:03] >>> Tracker's metadata:
[codecarbon INFO @ 08:08:03] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35
[codecarbon INFO @ 08:08:03] Python version: 3.9.0
[codecarbon INFO @ 08:08:03] CodeCarbon version: 2.3.4
[codecarbon INFO @ 08:08:03] Available RAM : 15.475 GB
[codecarbon INFO @ 08:08:03] CPU count: 16
[codecarbon INFO @ 08:08:03] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:08:03] GPU count: None
[codecarbon INFO @ 08:08:03] GPU model: None
[codecarbon INFO @ 08:08:08] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W
[codecarbon INFO @ 08:08:08] Energy consumed for all CPUs : 0.000013 kWh. Total CPU Power : 42.5 W
[codecarbon INFO @ 08:08:08] 0.000014 kWh of electricity used since the beginning.
[codecarbon INFO @ 08:08:08] [setup] RAM Tracking...
[codecarbon INFO @ 08:08:08] [setup] GPU Tracking...
[codecarbon INFO @ 08:08:08] No GPU found.
[codecarbon INFO @ 08:08:08] [setup] CPU Tracking...
[codecarbon WARNING @ 08:08:08] No CPU tracking mode found. Falling back on CPU constant mode.
[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.
[codecarbon INFO @ 08:08:09] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:08:09] >>> Tracker's metadata:
[codecarbon INFO @ 08:08:09] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35
[codecarbon INFO @ 08:08:09] Python version: 3.9.0
[codecarbon INFO @ 08:08:09] CodeCarbon version: 2.3.4
[codecarbon INFO @ 08:08:09] Available RAM : 15.475 GB
[codecarbon INFO @ 08:08:09] CPU count: 16
[codecarbon INFO @ 08:08:09] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:08:09] GPU count: None
[codecarbon INFO @ 08:08:09] GPU model: None
[codecarbon INFO @ 08:08:13] Energy consumed for RAM : 0.000002 kWh. RAM Power : 5.803128719329834 W
[codecarbon INFO @ 08:08:13] Energy consumed for all CPUs : 0.000012 kWh. Total CPU Power : 42.5 W
[codecarbon INFO @ 08:08:13] 0.000014 kWh of electricity used since the beginning.
[codecarbon INFO @ 08:08:13] [setup] RAM Tracking...
[codecarbon INFO @ 08:08:13] [setup] GPU Tracking...
[codecarbon INFO @ 08:08:13] No GPU found.
[codecarbon INFO @ 08:08:13] [setup] CPU Tracking...
[codecarbon WARNING @ 08:08:13] No CPU tracking mode found. Falling back on CPU constant mode.
[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.
[codecarbon INFO @ 08:08:14] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:08:14] >>> Tracker's metadata:
[codecarbon INFO @ 08:08:14] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35
[codecarbon INFO @ 08:08:14] Python version: 3.9.0
[codecarbon INFO @ 08:08:14] CodeCarbon version: 2.3.4
[codecarbon INFO @ 08:08:14] Available RAM : 15.475 GB
[codecarbon INFO @ 08:08:14] CPU count: 16
[codecarbon INFO @ 08:08:14] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:08:14] GPU count: None
[codecarbon INFO @ 08:08:14] GPU model: None
[codecarbon INFO @ 08:08:21] Energy consumed for RAM : 0.000007 kWh. RAM Power : 5.803128719329834 W
[codecarbon INFO @ 08:08:21] Energy consumed for all CPUs : 0.000048 kWh. Total CPU Power : 42.5 W
[codecarbon INFO @ 08:08:21] 0.000055 kWh of electricity used since the beginning.
[codecarbon INFO @ 08:08:21] [setup] RAM Tracking...
[codecarbon INFO @ 08:08:21] [setup] GPU Tracking...
[codecarbon INFO @ 08:08:21] No GPU found.
[codecarbon INFO @ 08:08:21] [setup] CPU Tracking...
[codecarbon WARNING @ 08:08:21] No CPU tracking mode found. Falling back on CPU constant mode.
[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.
[codecarbon INFO @ 08:08:23] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:08:23] >>> Tracker's metadata:
[codecarbon INFO @ 08:08:23] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35
[codecarbon INFO @ 08:08:23] Python version: 3.9.0
[codecarbon INFO @ 08:08:23] CodeCarbon version: 2.3.4
[codecarbon INFO @ 08:08:23] Available RAM : 15.475 GB
[codecarbon INFO @ 08:08:23] CPU count: 16
[codecarbon INFO @ 08:08:23] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:08:23] GPU count: None
[codecarbon INFO @ 08:08:23] GPU model: None
[codecarbon INFO @ 08:08:30] Energy consumed for RAM : 0.000007 kWh. RAM Power : 5.803128719329834 W
[codecarbon INFO @ 08:08:30] Energy consumed for all CPUs : 0.000048 kWh. Total CPU Power : 42.5 W
[codecarbon INFO @ 08:08:30] 0.000055 kWh of electricity used since the beginning.
[codecarbon INFO @ 08:08:30] [setup] RAM Tracking...
[codecarbon INFO @ 08:08:30] [setup] GPU Tracking...
[codecarbon INFO @ 08:08:30] No GPU found.
[codecarbon INFO @ 08:08:30] [setup] CPU Tracking...
[codecarbon WARNING @ 08:08:30] No CPU tracking mode found. Falling back on CPU constant mode.
[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.
[codecarbon INFO @ 08:08:31] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:08:31] >>> Tracker's metadata:
[codecarbon INFO @ 08:08:31] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35
[codecarbon INFO @ 08:08:31] Python version: 3.9.0
[codecarbon INFO @ 08:08:31] CodeCarbon version: 2.3.4
[codecarbon INFO @ 08:08:31] Available RAM : 15.475 GB
[codecarbon INFO @ 08:08:31] CPU count: 16
[codecarbon INFO @ 08:08:31] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:08:31] GPU count: None
[codecarbon INFO @ 08:08:31] GPU model: None
[codecarbon INFO @ 08:08:38] Energy consumed for RAM : 0.000007 kWh. RAM Power : 5.803128719329834 W
[codecarbon INFO @ 08:08:38] Energy consumed for all CPUs : 0.000048 kWh. Total CPU Power : 42.5 W
[codecarbon INFO @ 08:08:38] 0.000055 kWh of electricity used since the beginning.
[codecarbon INFO @ 08:08:38] [setup] RAM Tracking...
[codecarbon INFO @ 08:08:38] [setup] GPU Tracking...
[codecarbon INFO @ 08:08:38] No GPU found.
[codecarbon INFO @ 08:08:38] [setup] CPU Tracking...
[codecarbon WARNING @ 08:08:38] No CPU tracking mode found. Falling back on CPU constant mode.
[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.
[codecarbon INFO @ 08:08:39] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:08:39] >>> Tracker's metadata:
[codecarbon INFO @ 08:08:39] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35
[codecarbon INFO @ 08:08:39] Python version: 3.9.0
[codecarbon INFO @ 08:08:39] CodeCarbon version: 2.3.4
[codecarbon INFO @ 08:08:39] Available RAM : 15.475 GB
[codecarbon INFO @ 08:08:39] CPU count: 16
[codecarbon INFO @ 08:08:39] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:08:39] GPU count: None
[codecarbon INFO @ 08:08:39] GPU model: None
[codecarbon INFO @ 08:08:47] Energy consumed for RAM : 0.000007 kWh. RAM Power : 5.803128719329834 W
[codecarbon INFO @ 08:08:47] Energy consumed for all CPUs : 0.000048 kWh. Total CPU Power : 42.5 W
[codecarbon INFO @ 08:08:47] 0.000055 kWh of electricity used since the beginning.
[codecarbon INFO @ 08:08:47] [setup] RAM Tracking...
[codecarbon INFO @ 08:08:47] [setup] GPU Tracking...
[codecarbon INFO @ 08:08:47] No GPU found.
[codecarbon INFO @ 08:08:47] [setup] CPU Tracking...
[codecarbon WARNING @ 08:08:47] No CPU tracking mode found. Falling back on CPU constant mode.
[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.
[codecarbon INFO @ 08:08:48] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:08:48] >>> Tracker's metadata:
[codecarbon INFO @ 08:08:48] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35
[codecarbon INFO @ 08:08:48] Python version: 3.9.0
[codecarbon INFO @ 08:08:48] CodeCarbon version: 2.3.4
[codecarbon INFO @ 08:08:48] Available RAM : 15.475 GB
[codecarbon INFO @ 08:08:48] CPU count: 16
[codecarbon INFO @ 08:08:48] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:08:48] GPU count: None
[codecarbon INFO @ 08:08:48] GPU model: None
[codecarbon INFO @ 08:08:55] Energy consumed for RAM : 0.000007 kWh. RAM Power : 5.803128719329834 W
[codecarbon INFO @ 08:08:55] Energy consumed for all CPUs : 0.000048 kWh. Total CPU Power : 42.5 W
[codecarbon INFO @ 08:08:55] 0.000055 kWh of electricity used since the beginning.
[codecarbon INFO @ 08:08:55] [setup] RAM Tracking...
[codecarbon INFO @ 08:08:55] [setup] GPU Tracking...
[codecarbon INFO @ 08:08:55] No GPU found.
[codecarbon INFO @ 08:08:55] [setup] CPU Tracking...
[codecarbon WARNING @ 08:08:55] No CPU tracking mode found. Falling back on CPU constant mode.
[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.
[codecarbon INFO @ 08:08:56] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:08:56] >>> Tracker's metadata:
[codecarbon INFO @ 08:08:56] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35
[codecarbon INFO @ 08:08:56] Python version: 3.9.0
[codecarbon INFO @ 08:08:56] CodeCarbon version: 2.3.4
[codecarbon INFO @ 08:08:56] Available RAM : 15.475 GB
[codecarbon INFO @ 08:08:56] CPU count: 16
[codecarbon INFO @ 08:08:56] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:08:56] GPU count: None
[codecarbon INFO @ 08:08:56] GPU model: None
[codecarbon INFO @ 08:09:03] Energy consumed for RAM : 0.000007 kWh. RAM Power : 5.803128719329834 W
[codecarbon INFO @ 08:09:03] Energy consumed for all CPUs : 0.000048 kWh. Total CPU Power : 42.5 W
[codecarbon INFO @ 08:09:03] 0.000055 kWh of electricity used since the beginning.
[codecarbon INFO @ 08:09:03] [setup] RAM Tracking...
[codecarbon INFO @ 08:09:03] [setup] GPU Tracking...
[codecarbon INFO @ 08:09:03] No GPU found.
[codecarbon INFO @ 08:09:03] [setup] CPU Tracking...
[codecarbon WARNING @ 08:09:03] No CPU tracking mode found. Falling back on CPU constant mode.
[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.
[codecarbon INFO @ 08:09:05] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:09:05] >>> Tracker's metadata:
[codecarbon INFO @ 08:09:05] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35
[codecarbon INFO @ 08:09:05] Python version: 3.9.0
[codecarbon INFO @ 08:09:05] CodeCarbon version: 2.3.4
[codecarbon INFO @ 08:09:05] Available RAM : 15.475 GB
[codecarbon INFO @ 08:09:05] CPU count: 16
[codecarbon INFO @ 08:09:05] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:09:05] GPU count: None
[codecarbon INFO @ 08:09:05] GPU model: None
[codecarbon INFO @ 08:09:12] Energy consumed for RAM : 0.000007 kWh. RAM Power : 5.803128719329834 W
[codecarbon INFO @ 08:09:12] Energy consumed for all CPUs : 0.000048 kWh. Total CPU Power : 42.5 W
[codecarbon INFO @ 08:09:12] 0.000055 kWh of electricity used since the beginning.
[codecarbon INFO @ 08:09:12] [setup] RAM Tracking...
[codecarbon INFO @ 08:09:12] [setup] GPU Tracking...
[codecarbon INFO @ 08:09:12] No GPU found.
[codecarbon INFO @ 08:09:12] [setup] CPU Tracking...
[codecarbon WARNING @ 08:09:12] No CPU tracking mode found. Falling back on CPU constant mode.
[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.
[codecarbon INFO @ 08:09:13] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:09:13] >>> Tracker's metadata:
[codecarbon INFO @ 08:09:13] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35
[codecarbon INFO @ 08:09:13] Python version: 3.9.0
[codecarbon INFO @ 08:09:13] CodeCarbon version: 2.3.4
[codecarbon INFO @ 08:09:13] Available RAM : 15.475 GB
[codecarbon INFO @ 08:09:13] CPU count: 16
[codecarbon INFO @ 08:09:13] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:09:13] GPU count: None
[codecarbon INFO @ 08:09:13] GPU model: None
[codecarbon INFO @ 08:09:20] Energy consumed for RAM : 0.000007 kWh. RAM Power : 5.803128719329834 W
[codecarbon INFO @ 08:09:20] Energy consumed for all CPUs : 0.000048 kWh. Total CPU Power : 42.5 W
[codecarbon INFO @ 08:09:20] 0.000055 kWh of electricity used since the beginning.
[codecarbon INFO @ 08:09:20] [setup] RAM Tracking...
[codecarbon INFO @ 08:09:20] [setup] GPU Tracking...
[codecarbon INFO @ 08:09:20] No GPU found.
[codecarbon INFO @ 08:09:20] [setup] CPU Tracking...
[codecarbon WARNING @ 08:09:20] No CPU tracking mode found. Falling back on CPU constant mode.
[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.
[codecarbon INFO @ 08:09:21] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:09:21] >>> Tracker's metadata:
[codecarbon INFO @ 08:09:21] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35
[codecarbon INFO @ 08:09:21] Python version: 3.9.0
[codecarbon INFO @ 08:09:21] CodeCarbon version: 2.3.4
[codecarbon INFO @ 08:09:21] Available RAM : 15.475 GB
[codecarbon INFO @ 08:09:21] CPU count: 16
[codecarbon INFO @ 08:09:21] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:09:21] GPU count: None
[codecarbon INFO @ 08:09:21] GPU model: None
[codecarbon INFO @ 08:09:29] Energy consumed for RAM : 0.000007 kWh. RAM Power : 5.803128719329834 W
[codecarbon INFO @ 08:09:29] Energy consumed for all CPUs : 0.000048 kWh. Total CPU Power : 42.5 W
[codecarbon INFO @ 08:09:29] 0.000055 kWh of electricity used since the beginning.
[codecarbon INFO @ 08:09:29] [setup] RAM Tracking...
[codecarbon INFO @ 08:09:29] [setup] GPU Tracking...
[codecarbon INFO @ 08:09:29] No GPU found.
[codecarbon INFO @ 08:09:29] [setup] CPU Tracking...
[codecarbon WARNING @ 08:09:29] No CPU tracking mode found. Falling back on CPU constant mode.
[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.
[codecarbon INFO @ 08:09:30] CPU Model on constant consumption mode: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:09:30] >>> Tracker's metadata:
[codecarbon INFO @ 08:09:30] Platform system: Linux-5.15.146.1-microsoft-standard-WSL2-x86_64-with-glibc2.35
[codecarbon INFO @ 08:09:30] Python version: 3.9.0
[codecarbon INFO @ 08:09:30] CodeCarbon version: 2.3.4
[codecarbon INFO @ 08:09:30] Available RAM : 15.475 GB
[codecarbon INFO @ 08:09:30] CPU count: 16
[codecarbon INFO @ 08:09:30] CPU model: 12th Gen Intel(R) Core(TM) i7-1260P
[codecarbon INFO @ 08:09:30] GPU count: None
[codecarbon INFO @ 08:09:30] GPU model: None
[codecarbon INFO @ 08:09:37] Energy consumed for RAM : 0.000007 kWh. RAM Power : 5.803128719329834 W
[codecarbon INFO @ 08:09:37] Energy consumed for all CPUs : 0.000048 kWh. Total CPU Power : 42.5 W
[codecarbon INFO @ 08:09:37] 0.000055 kWh of electricity used since the beginning.
2024-03-11 08:09:37,575 | py-experimenter - INFO | All configured executions finished.
[5]:
| ID | dataset | cross_validation_splits | seed | kernel | gamma | degree | coef0 | creation_date | status | start_date | name | machine | train_f1 | train_accuracy | test_f1 | test_accuracy | end_date | error | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | iris | 5 | 1 | rbf | 0.1 | None | None | 2024-03-11 08:04:22 | done | 2024-03-11 08:04:22 | SVM_experimenter_01 | Worklaptop | 0.975 | 0.975 | 0.966667 | 0.966667 | 2024-03-11 08:04:26 | None |
| 1 | 2 | iris | 5 | 1 | rbf | 0.3 | None | None | 2024-03-11 08:04:22 | done | 2024-03-11 08:04:27 | SVM_experimenter_01 | Worklaptop | 0.975 | 0.975 | 0.966667 | 0.966667 | 2024-03-11 08:04:32 | None |
| 2 | 3 | iris | 5 | 1 | poly | 0.1 | 3 | 0.0 | 2024-03-11 08:04:22 | done | 2024-03-11 08:04:32 | SVM_experimenter_01 | Worklaptop | 0.975 | 0.975 | 0.966667 | 0.966667 | 2024-03-11 08:04:37 | None |
| 3 | 4 | iris | 5 | 1 | poly | 0.1 | 3 | 0.1 | 2024-03-11 08:04:22 | done | 2024-03-11 08:04:37 | SVM_experimenter_01 | Worklaptop | 0.975 | 0.975 | 0.966667 | 0.966667 | 2024-03-11 08:04:43 | None |
| 4 | 5 | iris | 5 | 1 | poly | 0.1 | 4 | 0.0 | 2024-03-11 08:04:22 | done | 2024-03-11 08:04:43 | SVM_experimenter_01 | Worklaptop | 0.975 | 0.975 | 0.966667 | 0.966667 | 2024-03-11 08:04:48 | None |
| 5 | 6 | iris | 5 | 1 | poly | 0.1 | 4 | 0.1 | 2024-03-11 08:04:22 | done | 2024-03-11 08:04:48 | SVM_experimenter_01 | Worklaptop | 0.975 | 0.975 | 0.966667 | 0.966667 | 2024-03-11 08:04:53 | None |
| 6 | 7 | iris | 5 | 1 | poly | 0.3 | 3 | 0.0 | 2024-03-11 08:04:22 | done | 2024-03-11 08:04:54 | SVM_experimenter_01 | Worklaptop | 0.975 | 0.975 | 0.966667 | 0.966667 | 2024-03-11 08:04:59 | None |
| 7 | 8 | iris | 5 | 1 | poly | 0.3 | 3 | 0.1 | 2024-03-11 08:04:22 | done | 2024-03-11 08:04:59 | SVM_experimenter_01 | Worklaptop | 0.975 | 0.975 | 0.966667 | 0.966667 | 2024-03-11 08:05:04 | None |
| 8 | 9 | iris | 5 | 1 | poly | 0.3 | 4 | 0.0 | 2024-03-11 08:04:22 | done | 2024-03-11 08:05:04 | SVM_experimenter_01 | Worklaptop | 0.975 | 0.975 | 0.966667 | 0.966667 | 2024-03-11 08:05:10 | None |
| 9 | 10 | iris | 5 | 1 | poly | 0.3 | 4 | 0.1 | 2024-03-11 08:04:22 | done | 2024-03-11 08:05:10 | SVM_experimenter_01 | Worklaptop | 0.975 | 0.975 | 0.966667 | 0.966667 | 2024-03-11 08:05:15 | None |
| 10 | 11 | iris | 5 | 1 | linear | None | None | None | 2024-03-11 08:04:22 | done | 2024-03-11 08:05:15 | SVM_experimenter_01 | Worklaptop | 0.975 | 0.975 | 0.966667 | 0.966667 | 2024-03-11 08:05:21 | None |
| 11 | 12 | iris | 5 | 2 | rbf | 0.1 | None | None | 2024-03-11 08:04:22 | done | 2024-03-11 08:05:21 | SVM_experimenter_01 | Worklaptop | 0.975 | 0.975 | 0.966667 | 0.966667 | 2024-03-11 08:05:26 | None |
| 12 | 13 | iris | 5 | 2 | rbf | 0.3 | None | None | 2024-03-11 08:04:22 | done | 2024-03-11 08:05:26 | SVM_experimenter_01 | Worklaptop | 0.975 | 0.975 | 0.966667 | 0.966667 | 2024-03-11 08:05:30 | None |
| 13 | 14 | iris | 5 | 2 | poly | 0.1 | 3 | 0.0 | 2024-03-11 08:04:22 | done | 2024-03-11 08:05:31 | SVM_experimenter_01 | Worklaptop | 0.975 | 0.975 | 0.966667 | 0.966667 | 2024-03-11 08:05:35 | None |
| 14 | 15 | iris | 5 | 2 | poly | 0.1 | 3 | 0.1 | 2024-03-11 08:04:22 | done | 2024-03-11 08:05:35 | SVM_experimenter_01 | Worklaptop | 0.975 | 0.975 | 0.966667 | 0.966667 | 2024-03-11 08:05:39 | None |
| 15 | 16 | iris | 5 | 2 | poly | 0.1 | 4 | 0.0 | 2024-03-11 08:04:22 | done | 2024-03-11 08:05:39 | SVM_experimenter_01 | Worklaptop | 0.975 | 0.975 | 0.966667 | 0.966667 | 2024-03-11 08:05:44 | None |
| 16 | 17 | iris | 5 | 2 | poly | 0.1 | 4 | 0.1 | 2024-03-11 08:04:22 | done | 2024-03-11 08:05:44 | SVM_experimenter_01 | Worklaptop | 0.975 | 0.975 | 0.966667 | 0.966667 | 2024-03-11 08:05:48 | None |
| 17 | 18 | iris | 5 | 2 | poly | 0.3 | 3 | 0.0 | 2024-03-11 08:04:22 | done | 2024-03-11 08:05:48 | SVM_experimenter_01 | Worklaptop | 0.975 | 0.975 | 0.966667 | 0.966667 | 2024-03-11 08:05:53 | None |
| 18 | 19 | iris | 5 | 2 | poly | 0.3 | 3 | 0.1 | 2024-03-11 08:04:22 | done | 2024-03-11 08:05:53 | SVM_experimenter_01 | Worklaptop | 0.975 | 0.975 | 0.966667 | 0.966667 | 2024-03-11 08:05:57 | None |
| 19 | 20 | iris | 5 | 2 | poly | 0.3 | 4 | 0.0 | 2024-03-11 08:04:22 | done | 2024-03-11 08:05:57 | SVM_experimenter_01 | Worklaptop | 0.975 | 0.975 | 0.966667 | 0.966667 | 2024-03-11 08:06:01 | None |
| 20 | 21 | iris | 5 | 2 | poly | 0.3 | 4 | 0.1 | 2024-03-11 08:04:22 | done | 2024-03-11 08:06:01 | SVM_experimenter_01 | Worklaptop | 0.975 | 0.975 | 0.966667 | 0.966667 | 2024-03-11 08:06:06 | None |
| 21 | 22 | iris | 5 | 2 | linear | None | None | None | 2024-03-11 08:04:22 | done | 2024-03-11 08:06:06 | SVM_experimenter_01 | Worklaptop | 0.975 | 0.975 | 0.966667 | 0.966667 | 2024-03-11 08:06:10 | None |
| 22 | 23 | iris | 5 | 3 | rbf | 0.1 | None | None | 2024-03-11 08:04:22 | done | 2024-03-11 08:06:10 | SVM_experimenter_01 | Worklaptop | 0.975 | 0.975 | 0.966667 | 0.966667 | 2024-03-11 08:06:14 | None |
| 23 | 24 | iris | 5 | 3 | rbf | 0.3 | None | None | 2024-03-11 08:04:22 | done | 2024-03-11 08:06:15 | SVM_experimenter_01 | Worklaptop | 0.975 | 0.975 | 0.966667 | 0.966667 | 2024-03-11 08:06:20 | None |
| 24 | 25 | iris | 5 | 3 | poly | 0.1 | 3 | 0.0 | 2024-03-11 08:04:22 | done | 2024-03-11 08:06:20 | SVM_experimenter_01 | Worklaptop | 0.975 | 0.975 | 0.966667 | 0.966667 | 2024-03-11 08:06:25 | None |
| 25 | 26 | iris | 5 | 3 | poly | 0.1 | 3 | 0.1 | 2024-03-11 08:04:22 | done | 2024-03-11 08:06:25 | SVM_experimenter_01 | Worklaptop | 0.975 | 0.975 | 0.966667 | 0.966667 | 2024-03-11 08:06:31 | None |
| 26 | 27 | iris | 5 | 3 | poly | 0.1 | 4 | 0.0 | 2024-03-11 08:04:22 | done | 2024-03-11 08:06:31 | SVM_experimenter_01 | Worklaptop | 0.975 | 0.975 | 0.966667 | 0.966667 | 2024-03-11 08:06:36 | None |
| 27 | 28 | iris | 5 | 3 | poly | 0.1 | 4 | 0.1 | 2024-03-11 08:04:22 | done | 2024-03-11 08:06:36 | SVM_experimenter_01 | Worklaptop | 0.975 | 0.975 | 0.966667 | 0.966667 | 2024-03-11 08:06:41 | None |
| 28 | 29 | iris | 5 | 3 | poly | 0.3 | 3 | 0.0 | 2024-03-11 08:04:22 | done | 2024-03-11 08:06:41 | SVM_experimenter_01 | Worklaptop | 0.975 | 0.975 | 0.966667 | 0.966667 | 2024-03-11 08:06:47 | None |
| 29 | 30 | iris | 5 | 3 | poly | 0.3 | 3 | 0.1 | 2024-03-11 08:04:22 | done | 2024-03-11 08:06:47 | SVM_experimenter_01 | Worklaptop | 0.975 | 0.975 | 0.966667 | 0.966667 | 2024-03-11 08:06:52 | None |
| 30 | 31 | iris | 5 | 3 | poly | 0.3 | 4 | 0.0 | 2024-03-11 08:04:22 | done | 2024-03-11 08:06:52 | SVM_experimenter_01 | Worklaptop | 0.975 | 0.975 | 0.966667 | 0.966667 | 2024-03-11 08:06:57 | None |
| 31 | 32 | iris | 5 | 3 | poly | 0.3 | 4 | 0.1 | 2024-03-11 08:04:22 | done | 2024-03-11 08:06:58 | SVM_experimenter_01 | Worklaptop | 0.975 | 0.975 | 0.966667 | 0.966667 | 2024-03-11 08:07:03 | None |
| 32 | 33 | iris | 5 | 3 | linear | None | None | None | 2024-03-11 08:04:22 | done | 2024-03-11 08:07:03 | SVM_experimenter_01 | Worklaptop | 0.975 | 0.975 | 0.966667 | 0.966667 | 2024-03-11 08:07:08 | None |
| 33 | 34 | iris | 5 | 4 | rbf | 0.1 | None | None | 2024-03-11 08:04:22 | done | 2024-03-11 08:07:08 | SVM_experimenter_01 | Worklaptop | 0.975 | 0.975 | 0.966667 | 0.966667 | 2024-03-11 08:07:14 | None |
| 34 | 35 | iris | 5 | 4 | rbf | 0.3 | None | None | 2024-03-11 08:04:22 | done | 2024-03-11 08:07:14 | SVM_experimenter_01 | Worklaptop | 0.975 | 0.975 | 0.966667 | 0.966667 | 2024-03-11 08:07:19 | None |
| 35 | 36 | iris | 5 | 4 | poly | 0.1 | 3 | 0.0 | 2024-03-11 08:04:22 | done | 2024-03-11 08:07:19 | SVM_experimenter_01 | Worklaptop | 0.975 | 0.975 | 0.966667 | 0.966667 | 2024-03-11 08:07:24 | None |
| 36 | 37 | iris | 5 | 4 | poly | 0.1 | 3 | 0.1 | 2024-03-11 08:04:22 | done | 2024-03-11 08:07:24 | SVM_experimenter_01 | Worklaptop | 0.975 | 0.975 | 0.966667 | 0.966667 | 2024-03-11 08:07:30 | None |
| 37 | 38 | iris | 5 | 4 | poly | 0.1 | 4 | 0.0 | 2024-03-11 08:04:22 | done | 2024-03-11 08:07:30 | SVM_experimenter_01 | Worklaptop | 0.975 | 0.975 | 0.966667 | 0.966667 | 2024-03-11 08:07:35 | None |
| 38 | 39 | iris | 5 | 4 | poly | 0.1 | 4 | 0.1 | 2024-03-11 08:04:22 | done | 2024-03-11 08:07:35 | SVM_experimenter_01 | Worklaptop | 0.975 | 0.975 | 0.966667 | 0.966667 | 2024-03-11 08:07:41 | None |
| 39 | 40 | iris | 5 | 4 | poly | 0.3 | 3 | 0.0 | 2024-03-11 08:04:22 | done | 2024-03-11 08:07:41 | SVM_experimenter_01 | Worklaptop | 0.975 | 0.975 | 0.966667 | 0.966667 | 2024-03-11 08:07:46 | None |
| 40 | 41 | iris | 5 | 4 | poly | 0.3 | 3 | 0.1 | 2024-03-11 08:04:22 | done | 2024-03-11 08:07:46 | SVM_experimenter_01 | Worklaptop | 0.975 | 0.975 | 0.966667 | 0.966667 | 2024-03-11 08:07:51 | None |
| 41 | 42 | iris | 5 | 4 | poly | 0.3 | 4 | 0.0 | 2024-03-11 08:04:22 | done | 2024-03-11 08:07:51 | SVM_experimenter_01 | Worklaptop | 0.975 | 0.975 | 0.966667 | 0.966667 | 2024-03-11 08:07:57 | None |
| 42 | 43 | iris | 5 | 4 | poly | 0.3 | 4 | 0.1 | 2024-03-11 08:04:22 | done | 2024-03-11 08:07:57 | SVM_experimenter_01 | Worklaptop | 0.975 | 0.975 | 0.966667 | 0.966667 | 2024-03-11 08:08:02 | None |
| 43 | 44 | iris | 5 | 4 | linear | None | None | None | 2024-03-11 08:04:22 | done | 2024-03-11 08:08:02 | SVM_experimenter_01 | Worklaptop | 0.975 | 0.975 | 0.966667 | 0.966667 | 2024-03-11 08:08:08 | None |
| 44 | 45 | iris | 5 | 5 | rbf | 0.1 | None | None | 2024-03-11 08:04:22 | done | 2024-03-11 08:08:08 | SVM_experimenter_01 | Worklaptop | 0.975 | 0.975 | 0.966667 | 0.966667 | 2024-03-11 08:08:13 | None |
| 45 | 46 | iris | 5 | 5 | rbf | 0.3 | None | None | 2024-03-11 08:04:22 | done | 2024-03-11 08:08:13 | SVM_experimenter_01 | Worklaptop | 0.975 | 0.975 | 0.966667 | 0.966667 | 2024-03-11 08:08:21 | None |
| 46 | 47 | iris | 5 | 5 | poly | 0.1 | 3 | 0.0 | 2024-03-11 08:04:22 | done | 2024-03-11 08:08:21 | SVM_experimenter_01 | Worklaptop | 0.975 | 0.975 | 0.966667 | 0.966667 | 2024-03-11 08:08:30 | None |
| 47 | 48 | iris | 5 | 5 | poly | 0.1 | 3 | 0.1 | 2024-03-11 08:04:22 | done | 2024-03-11 08:08:30 | SVM_experimenter_01 | Worklaptop | 0.975 | 0.975 | 0.966667 | 0.966667 | 2024-03-11 08:08:38 | None |
| 48 | 49 | iris | 5 | 5 | poly | 0.1 | 4 | 0.0 | 2024-03-11 08:04:22 | done | 2024-03-11 08:08:38 | SVM_experimenter_01 | Worklaptop | 0.975 | 0.975 | 0.966667 | 0.966667 | 2024-03-11 08:08:46 | None |
| 49 | 50 | iris | 5 | 5 | poly | 0.1 | 4 | 0.1 | 2024-03-11 08:04:22 | done | 2024-03-11 08:08:47 | SVM_experimenter_01 | Worklaptop | 0.975 | 0.975 | 0.966667 | 0.966667 | 2024-03-11 08:08:55 | None |
| 50 | 51 | iris | 5 | 5 | poly | 0.3 | 3 | 0.0 | 2024-03-11 08:04:22 | done | 2024-03-11 08:08:55 | SVM_experimenter_01 | Worklaptop | 0.975 | 0.975 | 0.966667 | 0.966667 | 2024-03-11 08:09:03 | None |
| 51 | 52 | iris | 5 | 5 | poly | 0.3 | 3 | 0.1 | 2024-03-11 08:04:22 | done | 2024-03-11 08:09:03 | SVM_experimenter_01 | Worklaptop | 0.975 | 0.975 | 0.966667 | 0.966667 | 2024-03-11 08:09:12 | None |
| 52 | 53 | iris | 5 | 5 | poly | 0.3 | 4 | 0.0 | 2024-03-11 08:04:22 | done | 2024-03-11 08:09:12 | SVM_experimenter_01 | Worklaptop | 0.975 | 0.975 | 0.966667 | 0.966667 | 2024-03-11 08:09:20 | None |
| 53 | 54 | iris | 5 | 5 | poly | 0.3 | 4 | 0.1 | 2024-03-11 08:04:22 | done | 2024-03-11 08:09:20 | SVM_experimenter_01 | Worklaptop | 0.975 | 0.975 | 0.966667 | 0.966667 | 2024-03-11 08:09:29 | None |
| 54 | 55 | iris | 5 | 5 | linear | None | None | None | 2024-03-11 08:04:22 | done | 2024-03-11 08:09:29 | SVM_experimenter_01 | Worklaptop | 0.975 | 0.975 | 0.966667 | 0.966667 | 2024-03-11 08:09:37 | None |
CodeCarbon
Note that CodeCarbon is activated by default, collecting information about the carbon emissions of each experiment. Have a look at our general usage example and the according documentation of CodeCarbon fields for more information.