Traffic_GLinear/notebook.ipynb

{"nbformat":4,"nbformat_minor":0,"metadata":{"colab":{"provenance":[],"gpuType":"T4","authorship_tag":"ABX9TyNO70bSzlV0IBo75eKx8deC"},"kernelspec":{"name":"python3","display_name":"Python 3"},"language_info":{"name":"python"},"accelerator":"GPU"},"cells":[{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"SaHATBUXpSkU","executionInfo":{"status":"ok","timestamp":1754119136027,"user_tz":-345,"elapsed":12039,"user":{"displayName":"Santosh Upreti","userId":"01961227760879466523"}},"outputId":"0067d740-f001-497f-9b71-cb721f96a55e"},"outputs":[{"output_type":"stream","name":"stdout","text":["Cloning into 'GLinear'...\n","remote: Enumerating objects: 828, done.\u001b[K\n","remote: Counting objects: 100% (828/828), done.\u001b[K\n","remote: Compressing objects: 100% (282/282), done.\u001b[K\n","remote: Total 828 (delta 581), reused 745 (delta 537), pack-reused 0 (from 0)\u001b[K\n","Receiving objects: 100% (828/828), 7.83 MiB | 5.72 MiB/s, done.\n","Resolving deltas: 100% (581/581), done.\n","Filtering content: 100% (2/2), 221.31 MiB | 24.89 MiB/s, done.\n","/content/GLinear\n"]}],"source":["!git clone https://github.com/t-rizvi/GLinear.git\n","%cd GLinear"]},{"cell_type":"code","source":["!wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh\n","!chmod +x Miniconda3-latest-Linux-x86_64.sh\n","!bash ./Miniconda3-latest-Linux-x86_64.sh -b -f -p /usr/local"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"collapsed":true,"id":"XBhI01x2pS-P","executionInfo":{"status":"ok","timestamp":1754119255384,"user_tz":-345,"elapsed":24693,"user":{"displayName":"Santosh Upreti","userId":"01961227760879466523"}},"outputId":"d57eced8-33e4-45f3-a053-8003ea40f33e"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["--2025-08-02 07:20:31--  https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh\n","Resolving repo.anaconda.com (repo.anaconda.com)... 104.16.32.241, 104.16.191.158, 2606:4700::6810:bf9e, ...\n","Connecting to repo.anaconda.com (repo.anaconda.com)|104.16.32.241|:443... connected.\n","HTTP request sent, awaiting response... 200 OK\n","Length: 160039710 (153M) [application/octet-stream]\n","Saving to: ‘Miniconda3-latest-Linux-x86_64.sh’\n","\n","Miniconda3-latest-L 100%[===================>] 152.62M   258MB/s    in 0.6s    \n","\n","2025-08-02 07:20:31 (258 MB/s) - ‘Miniconda3-latest-Linux-x86_64.sh’ saved [160039710/160039710]\n","\n","PREFIX=/usr/local\n","Unpacking payload ...\n","entry_point.py:256: DeprecationWarning: Python 3.14 will, by default, filter extracted tar archives and reject files or modify their metadata. Use the filter argument to control this behavior.\n","entry_point.py:256: DeprecationWarning: Python 3.14 will, by default, filter extracted tar archives and reject files or modify their metadata. Use the filter argument to control this behavior.\n","\n","Installing base environment...\n","\n","Preparing transaction: ...working... done\n","Executing transaction: ...working... done\n","entry_point.py:256: DeprecationWarning: Python 3.14 will, by default, filter extracted tar archives and reject files or modify their metadata. Use the filter argument to control this behavior.\n","installation finished.\n","WARNING:\n","    You currently have a PYTHONPATH environment variable set. This may cause\n","    unexpected behavior when running the Python interpreter in Miniconda3.\n","    For best results, please verify that your PYTHONPATH only points to\n","    directories of packages that are compatible with the Python interpreter\n","    in Miniconda3: /usr/local\n"]}]},{"cell_type":"code","source":["import sys\n","sys.path.append('/usr/local/lib/python3.9/site-packages')"],"metadata":{"id":"-FDdw7tUp8Lv"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["!conda tos accept --override-channels --channel https://repo.anaconda.com/pkgs/main\n","!conda tos accept --override-channels --channel https://repo.anaconda.com/pkgs/r"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"LJz3vOanp_LP","executionInfo":{"status":"ok","timestamp":1754119275782,"user_tz":-345,"elapsed":2316,"user":{"displayName":"Santosh Upreti","userId":"01961227760879466523"}},"outputId":"2abae7d3-566c-4323-c415-2ef5734824bb"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["accepted Terms of Service for \u001b[4;94mhttps://repo.anaconda.com/pkgs/main\u001b[0m\n","accepted Terms of Service for \u001b[4;94mhttps://repo.anaconda.com/pkgs/r\u001b[0m\n"]}]},{"cell_type":"code","source":["!conda create -n GLinear python=3.6.9"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"collapsed":true,"id":"MNRG04gyqDBd","executionInfo":{"status":"ok","timestamp":1754119314629,"user_tz":-345,"elapsed":22600,"user":{"displayName":"Santosh Upreti","userId":"01961227760879466523"}},"outputId":"aa66512b-3731-40c5-e44b-bc2e4ea17643"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["\u001b[1;32m2\u001b[0m\u001b[1;32m channel Terms of Service accepted\u001b[0m\n","Channels:\n"," - defaults\n","Platform: linux-64\n","Collecting package metadata (repodata.json): - \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\b\\ \b\b| \b\b/ \b\b- \b\bdone\n","Solving environment: | \b\bdone\n","\n","## Package Plan ##\n","\n","  environment location: /usr/local/envs/GLinear\n","\n","  added / updated specs:\n","    - python=3.6.9\n","\n","\n","The following packages will be downloaded:\n","\n","    package                    |            build\n","    ---------------------------|-----------------\n","    certifi-2021.5.30          |   py36h06a4308_0         139 KB\n","    libffi-3.2.1               |    hf484d3e_1007          48 KB\n","    ncurses-6.5                |       h7934f7d_0         1.1 MB\n","    openssl-1.1.1w             |       h7f8727e_0         3.7 MB\n","    pip-21.2.2                 |   py36h06a4308_0         1.8 MB\n","    python-3.6.9               |       h265db76_0        30.2 MB\n","    readline-7.0               |       h7b6447c_5         324 KB\n","    setuptools-58.0.4          |   py36h06a4308_0         788 KB\n","    sqlite-3.33.0              |       h62c20be_0         1.1 MB\n","    wheel-0.37.1               |     pyhd3eb1b0_0          33 KB\n","    ------------------------------------------------------------\n","                                           Total:        39.3 MB\n","\n","The following NEW packages will be INSTALLED:\n","\n","  _libgcc_mutex      pkgs/main/linux-64::_libgcc_mutex-0.1-main \n","  _openmp_mutex      pkgs/main/linux-64::_openmp_mutex-5.1-1_gnu \n","  ca-certificates    pkgs/main/linux-64::ca-certificates-2025.2.25-h06a4308_0 \n","  certifi            pkgs/main/linux-64::certifi-2021.5.30-py36h06a4308_0 \n","  libedit            pkgs/main/linux-64::libedit-3.1.20230828-h5eee18b_0 \n","  libffi             pkgs/main/linux-64::libffi-3.2.1-hf484d3e_1007 \n","  libgcc-ng          pkgs/main/linux-64::libgcc-ng-11.2.0-h1234567_1 \n","  libgomp            pkgs/main/linux-64::libgomp-11.2.0-h1234567_1 \n","  libstdcxx-ng       pkgs/main/linux-64::libstdcxx-ng-11.2.0-h1234567_1 \n","  libxcb             pkgs/main/linux-64::libxcb-1.17.0-h9b100fa_0 \n","  ncurses            pkgs/main/linux-64::ncurses-6.5-h7934f7d_0 \n","  openssl            pkgs/main/linux-64::openssl-1.1.1w-h7f8727e_0 \n","  pip                pkgs/main/linux-64::pip-21.2.2-py36h06a4308_0 \n","  pthread-stubs      pkgs/main/linux-64::pthread-stubs-0.3-h0ce48e5_1 \n","  python             pkgs/main/linux-64::python-3.6.9-h265db76_0 \n","  readline           pkgs/main/linux-64::readline-7.0-h7b6447c_5 \n","  setuptools         pkgs/main/linux-64::setuptools-58.0.4-py36h06a4308_0 \n","  sqlite             pkgs/main/linux-64::sqlite-3.33.0-h62c20be_0 \n","  tk                 pkgs/main/linux-64::tk-8.6.14-h993c535_1 \n","  wheel              pkgs/main/noarch::wheel-0.37.1-pyhd3eb1b0_0 \n","  xorg-libx11        pkgs/main/linux-64::xorg-libx11-1.8.12-h9b100fa_1 \n","  xorg-libxau        pkgs/main/linux-64::xorg-libxau-1.0.12-h9b100fa_0 \n","  xorg-libxdmcp      pkgs/main/linux-64::xorg-libxdmcp-1.1.5-h9b100fa_0 \n","  xorg-xorgproto     pkgs/main/linux-64::xorg-xorgproto-2024.1-h5eee18b_1 \n","  xz                 pkgs/main/linux-64::xz-5.6.4-h5eee18b_1 \n","  zlib               pkgs/main/linux-64::zlib-1.2.13-h5eee18b_1 \n","\n","\n","Proceed ([y]/n)? y\n","\n","\n","Downloading and Extracting Packages:\n","python-3.6.9         | 30.2 MB   | :   0% 0/1 [00:00<?, ?it/s]\n","openssl-1.1.1w       | 3.7 MB    | :   0% 0/1 [00:00<?, ?it/s]\u001b[A\n","\n","pip-21.2.2           | 1.8 MB    | :   0% 0/1 [00:00<?, ?it/s]\u001b[A\u001b[A\n","\n","\n","sqlite-3.33.0        | 1.1 MB    | :   0% 0/1 [00:00<?, ?it/s]\u001b[A\u001b[A\u001b[A\n","\n","\n","\n","ncurses-6.5          | 1.1 MB    | :   0% 0/1 [00:00<?, ?it/s]\u001b[A\u001b[A\u001b[A\u001b[A\n","\n","\n","\n","\n","setuptools-58.0.4    | 788 KB    | :   0% 0/1 [00:00<?, ?it/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\n","\n","\n","\n","\n","\n","readline-7.0         | 324 KB  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\b\b\\ \b\b| \b\bdone\n","#\n","# To activate this environment, use\n","#\n","#     $ conda activate GLinear\n","#\n","# To deactivate an active environment, use\n","#\n","#     $ conda deactivate\n","\n"]}]},{"cell_type":"code","source":["!conda run -n GLinear pip install -r requirements.txt"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"collapsed":true,"id":"RB-x-Yq4qOa5","executionInfo":{"status":"ok","timestamp":1754119433232,"user_tz":-345,"elapsed":75499,"user":{"displayName":"Santosh Upreti","userId":"01961227760879466523"}},"outputId":"6bb73100-b605-410d-865a-709c6844ef9a"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["Collecting numpy\n","  Downloading numpy-1.19.5-cp36-cp36m-manylinux2010_x86_64.whl (14.8 MB)\n","Collecting matplotlib\n","  Downloading matplotlib-3.3.4-cp36-cp36m-manylinux1_x86_64.whl (11.5 MB)\n","Collecting pandas\n","  Downloading pandas-1.1.5-cp36-cp36m-manylinux1_x86_64.whl (9.5 MB)\n","Collecting scikit-learn\n","  Downloading scikit_learn-0.24.2-cp36-cp36m-manylinux2010_x86_64.whl (22.2 MB)\n","Collecting torch==1.9.0\n","  Downloading torch-1.9.0-cp36-cp36m-manylinux1_x86_64.whl (831.4 MB)\n","Collecting typing-extensions\n","  Downloading typing_extensions-4.1.1-py3-none-any.whl (26 kB)\n","Collecting dataclasses\n","  Downloading dataclasses-0.8-py3-none-any.whl (19 kB)\n","Collecting python-dateutil>=2.1\n","  Downloading python_dateutil-2.9.0.post0-py2.py3-none-any.whl (229 kB)\n","Collecting cycler>=0.10\n","  Downloading cycler-0.11.0-py3-none-any.whl (6.4 kB)\n","Collecting kiwisolver>=1.0.1\n","  Downloading kiwisolver-1.3.1-cp36-cp36m-manylinux1_x86_64.whl (1.1 MB)\n","Collecting pillow>=6.2.0\n","  Downloading Pillow-8.4.0-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (3.1 MB)\n","Collecting pyparsing!=2.0.4,!=2.1.2,!=2.1.6,>=2.0.3\n","  Downloading pyparsing-3.1.4-py3-none-any.whl (104 kB)\n","Collecting pytz>=2017.2\n","  Downloading pytz-2025.2-py2.py3-none-any.whl (509 kB)\n","Collecting threadpoolctl>=2.0.0\n","  Downloading threadpoolctl-3.1.0-py3-none-any.whl (14 kB)\n","Collecting joblib>=0.11\n","  Downloading joblib-1.1.1-py2.py3-none-any.whl (309 kB)\n","Collecting scipy>=0.19.1\n","  Downloading scipy-1.5.4-cp36-cp36m-manylinux1_x86_64.whl (25.9 MB)\n","Collecting six>=1.5\n","  Downloading six-1.17.0-py2.py3-none-any.whl (11 kB)\n","Installing collected packages: six, numpy, typing-extensions, threadpoolctl, scipy, pytz, python-dateutil, pyparsing, pillow, kiwisolver, joblib, dataclasses, cycler, torch, scikit-learn, pandas, matplotlib\n","Successfully installed cycler-0.11.0 dataclasses-0.8 joblib-1.1.1 kiwisolver-1.3.1 matplotlib-3.3.4 numpy-1.19.5 pandas-1.1.5 pillow-8.4.0 pyparsing-3.1.4 python-dateutil-2.9.0.post0 pytz-2025.2 scikit-learn-0.24.2 scipy-1.5.4 six-1.17.0 threadpoolctl-3.1.0 torch-1.9.0 typing-extensions-4.1.1\n","\n","WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv\n","\n"]}]},{"cell_type":"code","source":["# !conda run -n GLinear bash scripts/EXP-LookBackWindow_\\&_LongForecasting/Linear_LookBackWindow.sh  All csv and models"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"dmfGgx4Zqowb","executionInfo":{"status":"ok","timestamp":1754119965420,"user_tz":-345,"elapsed":216671,"user":{"displayName":"Santosh Upreti","userId":"01961227760879466523"}},"outputId":"7609349c-d4a8-4dc2-bf8c-89c49b946d2b"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["\n","CondaError: KeyboardInterrupt\n","\n"]}]},{"cell_type":"code","source":[],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"collapsed":true,"id":"dO-5j83msp7x","executionInfo":{"status":"ok","timestamp":1754120797248,"user_tz":-345,"elapsed":357028,"user":{"displayName":"Santosh Upreti","userId":"01961227760879466523"}},"outputId":"85472048-4a8e-4bfd-da95-7c18c1b4c845"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["no change     /usr/local/condabin/conda\n","no change     /usr/local/bin/conda\n","no change     /usr/local/bin/conda-env\n","no change     /usr/local/bin/activate\n","no change     /usr/local/bin/deactivate\n","no change     /usr/local/etc/profile.d/conda.sh\n","no change     /usr/local/etc/fish/conf.d/conda.fish\n","no change     /usr/local/shell/condabin/Conda.psm1\n","no change     /usr/local/shell/condabin/conda-hook.ps1\n","no change     /usr/local/lib/python3.13/site-packages/xontrib/conda.xsh\n","no change     /usr/local/etc/profile.d/conda.csh\n","modified      /root/.bashrc\n","\n","==> For changes to take effect, close and re-open your current shell. <==\n","\n","Traceback (most recent call last):\n","  File \"run_longExp.py\", line 4, in <module>\n","    from exp.exp_main import Exp_Main\n","  File \"/content/GLinear/exp/exp_main.py\", line 3, in <module>\n","    from models import Autoformer, DLinear, Linear, NLinear, DNGLinear , GLinear, RLinear\n","  File \"/content/GLinear/models/Autoformer.py\", line 5, in <module>\n","    from layers.AutoCorrelation import AutoCorrelation, AutoCorrelationLayer\n","  File \"/content/GLinear/layers/AutoCorrelation.py\", line 4, in <module>\n","    import matplotlib.pyplot as plt\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 2336, in <module>\n","    switch_backend(rcParams[\"backend\"])\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 276, in switch_backend\n","    class backend_mod(matplotlib.backend_bases._Backend):\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 277, in backend_mod\n","    locals().update(vars(importlib.import_module(backend_name)))\n","  File \"/usr/local/envs/GLinear/lib/python3.6/importlib/__init__.py\", line 126, in import_module\n","    return _bootstrap._gcd_import(name[level:], package, level)\n","ModuleNotFoundError: No module named 'matplotlib_inline'\n","ERROR conda.cli.main_run:execute(127): `conda run python -u run_longExp.py --is_training 1 --root_path ./dataset/ --data_path electricity.csv --model_id Electricity_48_24 --model NLinear --data custom --features M --seq_len 48 --pred_len 24 --enc_in 321 --des Exp --itr 1 --batch_size 16 --learning_rate 0.001` failed. (See above for error)\n","Traceback (most recent call last):\n","  File \"run_longExp.py\", line 4, in <module>\n","    from exp.exp_main import Exp_Main\n","  File \"/content/GLinear/exp/exp_main.py\", line 3, in <module>\n","    from models import Autoformer, DLinear, Linear, NLinear, DNGLinear , GLinear, RLinear\n","  File \"/content/GLinear/models/Autoformer.py\", line 5, in <module>\n","    from layers.AutoCorrelation import AutoCorrelation, AutoCorrelationLayer\n","  File \"/content/GLinear/layers/AutoCorrelation.py\", line 4, in <module>\n","    import matplotlib.pyplot as plt\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 2336, in <module>\n","    switch_backend(rcParams[\"backend\"])\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 276, in switch_backend\n","    class backend_mod(matplotlib.backend_bases._Backend):\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 277, in backend_mod\n","    locals().update(vars(importlib.import_module(backend_name)))\n","  File \"/usr/local/envs/GLinear/lib/python3.6/importlib/__init__.py\", line 126, in import_module\n","    return _bootstrap._gcd_import(name[level:], package, level)\n","ModuleNotFoundError: No module named 'matplotlib_inline'\n","ERROR conda.cli.main_run:execute(127): `conda run python -u run_longExp.py --is_training 1 --root_path ./dataset/ --data_path ETTh1.csv --model_id ETTh1_48_24 --model NLinear --data ETTh1 --features M --seq_len 48 --pred_len 24 --enc_in 7 --des Exp --itr 1 --batch_size 8 --learning_rate 0.001` failed. (See above for error)\n","Traceback (most recent call last):\n","  File \"run_longExp.py\", line 4, in <module>\n","    from exp.exp_main import Exp_Main\n","  File \"/content/GLinear/exp/exp_main.py\", line 3, in <module>\n","    from models import Autoformer, DLinear, Linear, NLinear, DNGLinear , GLinear, RLinear\n","  File \"/content/GLinear/models/Autoformer.py\", line 5, in <module>\n","    from layers.AutoCorrelation import AutoCorrelation, AutoCorrelationLayer\n","  File \"/content/GLinear/layers/AutoCorrelation.py\", line 4, in <module>\n","    import matplotlib.pyplot as plt\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 2336, in <module>\n","    switch_backend(rcParams[\"backend\"])\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 276, in switch_backend\n","    class backend_mod(matplotlib.backend_bases._Backend):\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 277, in backend_mod\n","    locals().update(vars(importlib.import_module(backend_name)))\n","  File \"/usr/local/envs/GLinear/lib/python3.6/importlib/__init__.py\", line 126, in import_module\n","    return _bootstrap._gcd_import(name[level:], package, level)\n","ModuleNotFoundError: No module named 'matplotlib_inline'\n","ERROR conda.cli.main_run:execute(127): `conda run python -u run_longExp.py --is_training 1 --root_path ./dataset/ --data_path traffic.csv --model_id traffic_48_24 --model NLinear --data custom --features M --seq_len 48 --pred_len 24 --enc_in 862 --des Exp --itr 1 --batch_size 16 --learning_rate 0.001` failed. (See above for error)\n","Traceback (most recent call last):\n","  File \"run_longExp.py\", line 4, in <module>\n","    from exp.exp_main import Exp_Main\n","  File \"/content/GLinear/exp/exp_main.py\", line 3, in <module>\n","    from models import Autoformer, DLinear, Linear, NLinear, DNGLinear , GLinear, RLinear\n","  File \"/content/GLinear/models/Autoformer.py\", line 5, in <module>\n","    from layers.AutoCorrelation import AutoCorrelation, AutoCorrelationLayer\n","  File \"/content/GLinear/layers/AutoCorrelation.py\", line 4, in <module>\n","    import matplotlib.pyplot as plt\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 2336, in <module>\n","    switch_backend(rcParams[\"backend\"])\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 276, in switch_backend\n","    class backend_mod(matplotlib.backend_bases._Backend):\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 277, in backend_mod\n","    locals().update(vars(importlib.import_module(backend_name)))\n","  File \"/usr/local/envs/GLinear/lib/python3.6/importlib/__init__.py\", line 126, in import_module\n","    return _bootstrap._gcd_import(name[level:], package, level)\n","ModuleNotFoundError: No module named 'matplotlib_inline'\n","ERROR conda.cli.main_run:execute(127): `conda run python -u run_longExp.py --is_training 1 --root_path ./dataset/ --data_path weather.csv --model_id weather_48_24 --model NLinear --data custom --features M --seq_len 48 --pred_len 24 --enc_in 21 --des Exp --itr 1 --batch_size 16 --learning_rate 0.001` failed. (See above for error)\n","Traceback (most recent call last):\n","  File \"run_longExp.py\", line 4, in <module>\n","    from exp.exp_main import Exp_Main\n","  File \"/content/GLinear/exp/exp_main.py\", line 3, in <module>\n","    from models import Autoformer, DLinear, Linear, NLinear, DNGLinear , GLinear, RLinear\n","  File \"/content/GLinear/models/Autoformer.py\", line 5, in <module>\n","    from layers.AutoCorrelation import AutoCorrelation, AutoCorrelationLayer\n","  File \"/content/GLinear/layers/AutoCorrelation.py\", line 4, in <module>\n","    import matplotlib.pyplot as plt\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 2336, in <module>\n","    switch_backend(rcParams[\"backend\"])\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 276, in switch_backend\n","    class backend_mod(matplotlib.backend_bases._Backend):\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 277, in backend_mod\n","    locals().update(vars(importlib.import_module(backend_name)))\n","  File \"/usr/local/envs/GLinear/lib/python3.6/importlib/__init__.py\", line 126, in import_module\n","    return _bootstrap._gcd_import(name[level:], package, level)\n","ModuleNotFoundError: No module named 'matplotlib_inline'\n","ERROR conda.cli.main_run:execute(127): `conda run python -u run_longExp.py --is_training 1 --root_path ./dataset/ --data_path electricity.csv --model_id Electricity_48_720 --model NLinear --data custom --features M --seq_len 48 --pred_len 720 --enc_in 321 --des Exp --itr 1 --batch_size 16 --learning_rate 0.001` failed. (See above for error)\n","Traceback (most recent call last):\n","  File \"run_longExp.py\", line 4, in <module>\n","    from exp.exp_main import Exp_Main\n","  File \"/content/GLinear/exp/exp_main.py\", line 3, in <module>\n","    from models import Autoformer, DLinear, Linear, NLinear, DNGLinear , GLinear, RLinear\n","  File \"/content/GLinear/models/Autoformer.py\", line 5, in <module>\n","    from layers.AutoCorrelation import AutoCorrelation, AutoCorrelationLayer\n","  File \"/content/GLinear/layers/AutoCorrelation.py\", line 4, in <module>\n","    import matplotlib.pyplot as plt\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 2336, in <module>\n","    switch_backend(rcParams[\"backend\"])\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 276, in switch_backend\n","    class backend_mod(matplotlib.backend_bases._Backend):\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 277, in backend_mod\n","    locals().update(vars(importlib.import_module(backend_name)))\n","  File \"/usr/local/envs/GLinear/lib/python3.6/importlib/__init__.py\", line 126, in import_module\n","    return _bootstrap._gcd_import(name[level:], package, level)\n","ModuleNotFoundError: No module named 'matplotlib_inline'\n","ERROR conda.cli.main_run:execute(127): `conda run python -u run_longExp.py --is_training 1 --root_path ./dataset/ --data_path ETTh1.csv --model_id ETTh1_48_720 --model NLinear --data ETTh1 --features M --seq_len 48 --pred_len 720 --enc_in 7 --des Exp --itr 1 --batch_size 8 --learning_rate 0.001` failed. (See above for error)\n","Traceback (most recent call last):\n","  File \"run_longExp.py\", line 4, in <module>\n","    from exp.exp_main import Exp_Main\n","  File \"/content/GLinear/exp/exp_main.py\", line 3, in <module>\n","    from models import Autoformer, DLinear, Linear, NLinear, DNGLinear , GLinear, RLinear\n","  File \"/content/GLinear/models/Autoformer.py\", line 5, in <module>\n","    from layers.AutoCorrelation import AutoCorrelation, AutoCorrelationLayer\n","  File \"/content/GLinear/layers/AutoCorrelation.py\", line 4, in <module>\n","    import matplotlib.pyplot as plt\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 2336, in <module>\n","    switch_backend(rcParams[\"backend\"])\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 276, in switch_backend\n","    class backend_mod(matplotlib.backend_bases._Backend):\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 277, in backend_mod\n","    locals().update(vars(importlib.import_module(backend_name)))\n","  File \"/usr/local/envs/GLinear/lib/python3.6/importlib/__init__.py\", line 126, in import_module\n","    return _bootstrap._gcd_import(name[level:], package, level)\n","ModuleNotFoundError: No module named 'matplotlib_inline'\n","ERROR conda.cli.main_run:execute(127): `conda run python -u run_longExp.py --is_training 1 --root_path ./dataset/ --data_path traffic.csv --model_id traffic_48_720 --model NLinear --data custom --features M --seq_len 48 --pred_len 720 --enc_in 862 --des Exp --itr 1 --batch_size 16 --learning_rate 0.001` failed. (See above for error)\n","Traceback (most recent call last):\n","  File \"run_longExp.py\", line 4, in <module>\n","    from exp.exp_main import Exp_Main\n","  File \"/content/GLinear/exp/exp_main.py\", line 3, in <module>\n","    from models import Autoformer, DLinear, Linear, NLinear, DNGLinear , GLinear, RLinear\n","  File \"/content/GLinear/models/Autoformer.py\", line 5, in <module>\n","    from layers.AutoCorrelation import AutoCorrelation, AutoCorrelationLayer\n","  File \"/content/GLinear/layers/AutoCorrelation.py\", line 4, in <module>\n","    import matplotlib.pyplot as plt\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 2336, in <module>\n","    switch_backend(rcParams[\"backend\"])\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 276, in switch_backend\n","    class backend_mod(matplotlib.backend_bases._Backend):\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 277, in backend_mod\n","    locals().update(vars(importlib.import_module(backend_name)))\n","  File \"/usr/local/envs/GLinear/lib/python3.6/importlib/__init__.py\", line 126, in import_module\n","    return _bootstrap._gcd_import(name[level:], package, level)\n","ModuleNotFoundError: No module named 'matplotlib_inline'\n","ERROR conda.cli.main_run:execute(127): `conda run python -u run_longExp.py --is_training 1 --root_path ./dataset/ --data_path weather.csv --model_id weather_48_720 --model NLinear --data custom --features M --seq_len 48 --pred_len 720 --enc_in 21 --des Exp --itr 1 --batch_size 16 --learning_rate 0.001` failed. (See above for error)\n","Traceback (most recent call last):\n","  File \"run_longExp.py\", line 4, in <module>\n","    from exp.exp_main import Exp_Main\n","  File \"/content/GLinear/exp/exp_main.py\", line 3, in <module>\n","    from models import Autoformer, DLinear, Linear, NLinear, DNGLinear , GLinear, RLinear\n","  File \"/content/GLinear/models/Autoformer.py\", line 5, in <module>\n","    from layers.AutoCorrelation import AutoCorrelation, AutoCorrelationLayer\n","  File \"/content/GLinear/layers/AutoCorrelation.py\", line 4, in <module>\n","    import matplotlib.pyplot as plt\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 2336, in <module>\n","    switch_backend(rcParams[\"backend\"])\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 276, in switch_backend\n","    class backend_mod(matplotlib.backend_bases._Backend):\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 277, in backend_mod\n","    locals().update(vars(importlib.import_module(backend_name)))\n","  File \"/usr/local/envs/GLinear/lib/python3.6/importlib/__init__.py\", line 126, in import_module\n","    return _bootstrap._gcd_import(name[level:], package, level)\n","ModuleNotFoundError: No module named 'matplotlib_inline'\n","ERROR conda.cli.main_run:execute(127): `conda run python -u run_longExp.py --is_training 1 --root_path ./dataset/ --data_path electricity.csv --model_id Electricity_72_24 --model NLinear --data custom --features M --seq_len 72 --pred_len 24 --enc_in 321 --des Exp --itr 1 --batch_size 16 --learning_rate 0.001` failed. (See above for error)\n","Traceback (most recent call last):\n","  File \"run_longExp.py\", line 4, in <module>\n","    from exp.exp_main import Exp_Main\n","  File \"/content/GLinear/exp/exp_main.py\", line 3, in <module>\n","    from models import Autoformer, DLinear, Linear, NLinear, DNGLinear , GLinear, RLinear\n","  File \"/content/GLinear/models/Autoformer.py\", line 5, in <module>\n","    from layers.AutoCorrelation import AutoCorrelation, AutoCorrelationLayer\n","  File \"/content/GLinear/layers/AutoCorrelation.py\", line 4, in <module>\n","    import matplotlib.pyplot as plt\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 2336, in <module>\n","    switch_backend(rcParams[\"backend\"])\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 276, in switch_backend\n","    class backend_mod(matplotlib.backend_bases._Backend):\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 277, in backend_mod\n","    locals().update(vars(importlib.import_module(backend_name)))\n","  File \"/usr/local/envs/GLinear/lib/python3.6/importlib/__init__.py\", line 126, in import_module\n","    return _bootstrap._gcd_import(name[level:], package, level)\n","ModuleNotFoundError: No module named 'matplotlib_inline'\n","ERROR conda.cli.main_run:execute(127): `conda run python -u run_longExp.py --is_training 1 --root_path ./dataset/ --data_path ETTh1.csv --model_id ETTh1_72_24 --model NLinear --data ETTh1 --features M --seq_len 72 --pred_len 24 --enc_in 7 --des Exp --itr 1 --batch_size 8 --learning_rate 0.001` failed. (See above for error)\n","Traceback (most recent call last):\n","  File \"run_longExp.py\", line 4, in <module>\n","    from exp.exp_main import Exp_Main\n","  File \"/content/GLinear/exp/exp_main.py\", line 3, in <module>\n","    from models import Autoformer, DLinear, Linear, NLinear, DNGLinear , GLinear, RLinear\n","  File \"/content/GLinear/models/Autoformer.py\", line 5, in <module>\n","    from layers.AutoCorrelation import AutoCorrelation, AutoCorrelationLayer\n","  File \"/content/GLinear/layers/AutoCorrelation.py\", line 4, in <module>\n","    import matplotlib.pyplot as plt\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 2336, in <module>\n","    switch_backend(rcParams[\"backend\"])\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 276, in switch_backend\n","    class backend_mod(matplotlib.backend_bases._Backend):\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 277, in backend_mod\n","    locals().update(vars(importlib.import_module(backend_name)))\n","  File \"/usr/local/envs/GLinear/lib/python3.6/importlib/__init__.py\", line 126, in import_module\n","    return _bootstrap._gcd_import(name[level:], package, level)\n","ModuleNotFoundError: No module named 'matplotlib_inline'\n","ERROR conda.cli.main_run:execute(127): `conda run python -u run_longExp.py --is_training 1 --root_path ./dataset/ --data_path traffic.csv --model_id traffic_72_24 --model NLinear --data custom --features M --seq_len 72 --pred_len 24 --enc_in 862 --des Exp --itr 1 --batch_size 16 --learning_rate 0.001` failed. (See above for error)\n","Traceback (most recent call last):\n","  File \"run_longExp.py\", line 4, in <module>\n","    from exp.exp_main import Exp_Main\n","  File \"/content/GLinear/exp/exp_main.py\", line 3, in <module>\n","    from models import Autoformer, DLinear, Linear, NLinear, DNGLinear , GLinear, RLinear\n","  File \"/content/GLinear/models/Autoformer.py\", line 5, in <module>\n","    from layers.AutoCorrelation import AutoCorrelation, AutoCorrelationLayer\n","  File \"/content/GLinear/layers/AutoCorrelation.py\", line 4, in <module>\n","    import matplotlib.pyplot as plt\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 2336, in <module>\n","    switch_backend(rcParams[\"backend\"])\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 276, in switch_backend\n","    class backend_mod(matplotlib.backend_bases._Backend):\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 277, in backend_mod\n","    locals().update(vars(importlib.import_module(backend_name)))\n","  File \"/usr/local/envs/GLinear/lib/python3.6/importlib/__init__.py\", line 126, in import_module\n","    return _bootstrap._gcd_import(name[level:], package, level)\n","ModuleNotFoundError: No module named 'matplotlib_inline'\n","ERROR conda.cli.main_run:execute(127): `conda run python -u run_longExp.py --is_training 1 --root_path ./dataset/ --data_path weather.csv --model_id weather_72_24 --model NLinear --data custom --features M --seq_len 72 --pred_len 24 --enc_in 21 --des Exp --itr 1 --batch_size 16 --learning_rate 0.001` failed. (See above for error)\n","Traceback (most recent call last):\n","  File \"run_longExp.py\", line 4, in <module>\n","    from exp.exp_main import Exp_Main\n","  File \"/content/GLinear/exp/exp_main.py\", line 3, in <module>\n","    from models import Autoformer, DLinear, Linear, NLinear, DNGLinear , GLinear, RLinear\n","  File \"/content/GLinear/models/Autoformer.py\", line 5, in <module>\n","    from layers.AutoCorrelation import AutoCorrelation, AutoCorrelationLayer\n","  File \"/content/GLinear/layers/AutoCorrelation.py\", line 4, in <module>\n","    import matplotlib.pyplot as plt\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 2336, in <module>\n","    switch_backend(rcParams[\"backend\"])\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 276, in switch_backend\n","    class backend_mod(matplotlib.backend_bases._Backend):\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 277, in backend_mod\n","    locals().update(vars(importlib.import_module(backend_name)))\n","  File \"/usr/local/envs/GLinear/lib/python3.6/importlib/__init__.py\", line 126, in import_module\n","    return _bootstrap._gcd_import(name[level:], package, level)\n","ModuleNotFoundError: No module named 'matplotlib_inline'\n","ERROR conda.cli.main_run:execute(127): `conda run python -u run_longExp.py --is_training 1 --root_path ./dataset/ --data_path electricity.csv --model_id Electricity_72_720 --model NLinear --data custom --features M --seq_len 72 --pred_len 720 --enc_in 321 --des Exp --itr 1 --batch_size 16 --learning_rate 0.001` failed. (See above for error)\n","Traceback (most recent call last):\n","  File \"run_longExp.py\", line 4, in <module>\n","    from exp.exp_main import Exp_Main\n","  File \"/content/GLinear/exp/exp_main.py\", line 3, in <module>\n","    from models import Autoformer, DLinear, Linear, NLinear, DNGLinear , GLinear, RLinear\n","  File \"/content/GLinear/models/Autoformer.py\", line 5, in <module>\n","    from layers.AutoCorrelation import AutoCorrelation, AutoCorrelationLayer\n","  File \"/content/GLinear/layers/AutoCorrelation.py\", line 4, in <module>\n","    import matplotlib.pyplot as plt\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 2336, in <module>\n","    switch_backend(rcParams[\"backend\"])\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 276, in switch_backend\n","    class backend_mod(matplotlib.backend_bases._Backend):\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 277, in backend_mod\n","    locals().update(vars(importlib.import_module(backend_name)))\n","  File \"/usr/local/envs/GLinear/lib/python3.6/importlib/__init__.py\", line 126, in import_module\n","    return _bootstrap._gcd_import(name[level:], package, level)\n","ModuleNotFoundError: No module named 'matplotlib_inline'\n","ERROR conda.cli.main_run:execute(127): `conda run python -u run_longExp.py --is_training 1 --root_path ./dataset/ --data_path ETTh1.csv --model_id ETTh1_72_720 --model NLinear --data ETTh1 --features M --seq_len 72 --pred_len 720 --enc_in 7 --des Exp --itr 1 --batch_size 8 --learning_rate 0.001` failed. (See above for error)\n","Traceback (most recent call last):\n","  File \"run_longExp.py\", line 4, in <module>\n","    from exp.exp_main import Exp_Main\n","  File \"/content/GLinear/exp/exp_main.py\", line 3, in <module>\n","    from models import Autoformer, DLinear, Linear, NLinear, DNGLinear , GLinear, RLinear\n","  File \"/content/GLinear/models/Autoformer.py\", line 5, in <module>\n","    from layers.AutoCorrelation import AutoCorrelation, AutoCorrelationLayer\n","  File \"/content/GLinear/layers/AutoCorrelation.py\", line 4, in <module>\n","    import matplotlib.pyplot as plt\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 2336, in <module>\n","    switch_backend(rcParams[\"backend\"])\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 276, in switch_backend\n","    class backend_mod(matplotlib.backend_bases._Backend):\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 277, in backend_mod\n","    locals().update(vars(importlib.import_module(backend_name)))\n","  File \"/usr/local/envs/GLinear/lib/python3.6/importlib/__init__.py\", line 126, in import_module\n","    return _bootstrap._gcd_import(name[level:], package, level)\n","ModuleNotFoundError: No module named 'matplotlib_inline'\n","ERROR conda.cli.main_run:execute(127): `conda run python -u run_longExp.py --is_training 1 --root_path ./dataset/ --data_path traffic.csv --model_id traffic_72_720 --model NLinear --data custom --features M --seq_len 72 --pred_len 720 --enc_in 862 --des Exp --itr 1 --batch_size 16 --learning_rate 0.001` failed. (See above for error)\n","Traceback (most recent call last):\n","  File \"run_longExp.py\", line 4, in <module>\n","    from exp.exp_main import Exp_Main\n","  File \"/content/GLinear/exp/exp_main.py\", line 3, in <module>\n","    from models import Autoformer, DLinear, Linear, NLinear, DNGLinear , GLinear, RLinear\n","  File \"/content/GLinear/models/Autoformer.py\", line 5, in <module>\n","    from layers.AutoCorrelation import AutoCorrelation, AutoCorrelationLayer\n","  File \"/content/GLinear/layers/AutoCorrelation.py\", line 4, in <module>\n","    import matplotlib.pyplot as plt\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 2336, in <module>\n","    switch_backend(rcParams[\"backend\"])\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 276, in switch_backend\n","    class backend_mod(matplotlib.backend_bases._Backend):\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 277, in backend_mod\n","    locals().update(vars(importlib.import_module(backend_name)))\n","  File \"/usr/local/envs/GLinear/lib/python3.6/importlib/__init__.py\", line 126, in import_module\n","    return _bootstrap._gcd_import(name[level:], package, level)\n","ModuleNotFoundError: No module named 'matplotlib_inline'\n","ERROR conda.cli.main_run:execute(127): `conda run python -u run_longExp.py --is_training 1 --root_path ./dataset/ --data_path weather.csv --model_id weather_72_720 --model NLinear --data custom --features M --seq_len 72 --pred_len 720 --enc_in 21 --des Exp --itr 1 --batch_size 16 --learning_rate 0.001` failed. (See above for error)\n","Traceback (most recent call last):\n","  File \"run_longExp.py\", line 4, in <module>\n","    from exp.exp_main import Exp_Main\n","  File \"/content/GLinear/exp/exp_main.py\", line 3, in <module>\n","    from models import Autoformer, DLinear, Linear, NLinear, DNGLinear , GLinear, RLinear\n","  File \"/content/GLinear/models/Autoformer.py\", line 5, in <module>\n","    from layers.AutoCorrelation import AutoCorrelation, AutoCorrelationLayer\n","  File \"/content/GLinear/layers/AutoCorrelation.py\", line 4, in <module>\n","    import matplotlib.pyplot as plt\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 2336, in <module>\n","    switch_backend(rcParams[\"backend\"])\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 276, in switch_backend\n","    class backend_mod(matplotlib.backend_bases._Backend):\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 277, in backend_mod\n","    locals().update(vars(importlib.import_module(backend_name)))\n","  File \"/usr/local/envs/GLinear/lib/python3.6/importlib/__init__.py\", line 126, in import_module\n","    return _bootstrap._gcd_import(name[level:], package, level)\n","ModuleNotFoundError: No module named 'matplotlib_inline'\n","ERROR conda.cli.main_run:execute(127): `conda run python -u run_longExp.py --is_training 1 --root_path ./dataset/ --data_path electricity.csv --model_id Electricity_96_24 --model NLinear --data custom --features M --seq_len 96 --pred_len 24 --enc_in 321 --des Exp --itr 1 --batch_size 16 --learning_rate 0.001` failed. (See above for error)\n","Traceback (most recent call last):\n","  File \"run_longExp.py\", line 4, in <module>\n","    from exp.exp_main import Exp_Main\n","  File \"/content/GLinear/exp/exp_main.py\", line 3, in <module>\n","    from models import Autoformer, DLinear, Linear, NLinear, DNGLinear , GLinear, RLinear\n","  File \"/content/GLinear/models/Autoformer.py\", line 5, in <module>\n","    from layers.AutoCorrelation import AutoCorrelation, AutoCorrelationLayer\n","  File \"/content/GLinear/layers/AutoCorrelation.py\", line 4, in <module>\n","    import matplotlib.pyplot as plt\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 2336, in <module>\n","    switch_backend(rcParams[\"backend\"])\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 276, in switch_backend\n","    class backend_mod(matplotlib.backend_bases._Backend):\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 277, in backend_mod\n","    locals().update(vars(importlib.import_module(backend_name)))\n","  File \"/usr/local/envs/GLinear/lib/python3.6/importlib/__init__.py\", line 126, in import_module\n","    return _bootstrap._gcd_import(name[level:], package, level)\n","ModuleNotFoundError: No module named 'matplotlib_inline'\n","ERROR conda.cli.main_run:execute(127): `conda run python -u run_longExp.py --is_training 1 --root_path ./dataset/ --data_path ETTh1.csv --model_id ETTh1_96_24 --model NLinear --data ETTh1 --features M --seq_len 96 --pred_len 24 --enc_in 7 --des Exp --itr 1 --batch_size 8 --learning_rate 0.001` failed. (See above for error)\n","\n","CondaError: KeyboardInterrupt\n","\n","Traceback (most recent call last):\n","  File \"run_longExp.py\", line 4, in <module>\n","    from exp.exp_main import Exp_Main\n","  File \"/content/GLinear/exp/exp_main.py\", line 3, in <module>\n","    from models import Autoformer, DLinear, Linear, NLinear, DNGLinear , GLinear, RLinear\n","  File \"/content/GLinear/models/Autoformer.py\", line 5, in <module>\n","    from layers.AutoCorrelation import AutoCorrelation, AutoCorrelationLayer\n","  File \"/content/GLinear/layers/AutoCorrelation.py\", line 4, in <module>\n","    import matplotlib.pyplot as plt\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 2336, in <module>\n","    switch_backend(rcParams[\"backend\"])\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 276, in switch_backend\n","    class backend_mod(matplotlib.backend_bases._Backend):\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 277, in backend_mod\n","    locals().update(vars(importlib.import_module(backend_name)))\n","  File \"/usr/local/envs/GLinear/lib/python3.6/importlib/__init__.py\", line 126, in import_module\n","    return _bootstrap._gcd_import(name[level:], package, level)\n","ModuleNotFoundError: No module named 'matplotlib_inline'\n","ERROR conda.cli.main_run:execute(127): `conda run python -u run_longExp.py --is_training 1 --root_path ./dataset/ --data_path weather.csv --model_id weather_96_24 --model NLinear --data custom --features M --seq_len 96 --pred_len 24 --enc_in 21 --des Exp --itr 1 --batch_size 16 --learning_rate 0.001` failed. (See above for error)\n","Traceback (most recent call last):\n","  File \"run_longExp.py\", line 4, in <module>\n","    from exp.exp_main import Exp_Main\n","  File \"/content/GLinear/exp/exp_main.py\", line 3, in <module>\n","    from models import Autoformer, DLinear, Linear, NLinear, DNGLinear , GLinear, RLinear\n","  File \"/content/GLinear/models/Autoformer.py\", line 5, in <module>\n","    from layers.AutoCorrelation import AutoCorrelation, AutoCorrelationLayer\n","  File \"/content/GLinear/layers/AutoCorrelation.py\", line 4, in <module>\n","    import matplotlib.pyplot as plt\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 2336, in <module>\n","    switch_backend(rcParams[\"backend\"])\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 276, in switch_backend\n","    class backend_mod(matplotlib.backend_bases._Backend):\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 277, in backend_mod\n","    locals().update(vars(importlib.import_module(backend_name)))\n","  File \"/usr/local/envs/GLinear/lib/python3.6/importlib/__init__.py\", line 126, in import_module\n","    return _bootstrap._gcd_import(name[level:], package, level)\n","ModuleNotFoundError: No module named 'matplotlib_inline'\n","ERROR conda.cli.main_run:execute(127): `conda run python -u run_longExp.py --is_training 1 --root_path ./dataset/ --data_path electricity.csv --model_id Electricity_96_720 --model NLinear --data custom --features M --seq_len 96 --pred_len 720 --enc_in 321 --des Exp --itr 1 --batch_size 16 --learning_rate 0.001` failed. (See above for error)\n","Traceback (most recent call last):\n","  File \"run_longExp.py\", line 4, in <module>\n","    from exp.exp_main import Exp_Main\n","  File \"/content/GLinear/exp/exp_main.py\", line 3, in <module>\n","    from models import Autoformer, DLinear, Linear, NLinear, DNGLinear , GLinear, RLinear\n","  File \"/content/GLinear/models/Autoformer.py\", line 5, in <module>\n","    from layers.AutoCorrelation import AutoCorrelation, AutoCorrelationLayer\n","  File \"/content/GLinear/layers/AutoCorrelation.py\", line 4, in <module>\n","    import matplotlib.pyplot as plt\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 2336, in <module>\n","    switch_backend(rcParams[\"backend\"])\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 276, in switch_backend\n","    class backend_mod(matplotlib.backend_bases._Backend):\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 277, in backend_mod\n","    locals().update(vars(importlib.import_module(backend_name)))\n","  File \"/usr/local/envs/GLinear/lib/python3.6/importlib/__init__.py\", line 126, in import_module\n","    return _bootstrap._gcd_import(name[level:], package, level)\n","ModuleNotFoundError: No module named 'matplotlib_inline'\n","ERROR conda.cli.main_run:execute(127): `conda run python -u run_longExp.py --is_training 1 --root_path ./dataset/ --data_path ETTh1.csv --model_id ETTh1_96_720 --model NLinear --data ETTh1 --features M --seq_len 96 --pred_len 720 --enc_in 7 --des Exp --itr 1 --batch_size 8 --learning_rate 0.001` failed. (See above for error)\n","Traceback (most recent call last):\n","  File \"run_longExp.py\", line 4, in <module>\n","    from exp.exp_main import Exp_Main\n","  File \"/content/GLinear/exp/exp_main.py\", line 3, in <module>\n","    from models import Autoformer, DLinear, Linear, NLinear, DNGLinear , GLinear, RLinear\n","  File \"/content/GLinear/models/Autoformer.py\", line 5, in <module>\n","    from layers.AutoCorrelation import AutoCorrelation, AutoCorrelationLayer\n","  File \"/content/GLinear/layers/AutoCorrelation.py\", line 4, in <module>\n","    import matplotlib.pyplot as plt\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 2336, in <module>\n","    switch_backend(rcParams[\"backend\"])\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 276, in switch_backend\n","    class backend_mod(matplotlib.backend_bases._Backend):\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 277, in backend_mod\n","    locals().update(vars(importlib.import_module(backend_name)))\n","  File \"/usr/local/envs/GLinear/lib/python3.6/importlib/__init__.py\", line 126, in import_module\n","    return _bootstrap._gcd_import(name[level:], package, level)\n","ModuleNotFoundError: No module named 'matplotlib_inline'\n","ERROR conda.cli.main_run:execute(127): `conda run python -u run_longExp.py --is_training 1 --root_path ./dataset/ --data_path traffic.csv --model_id traffic_96_720 --model NLinear --data custom --features M --seq_len 96 --pred_len 720 --enc_in 862 --des Exp --itr 1 --batch_size 16 --learning_rate 0.001` failed. (See above for error)\n","Traceback (most recent call last):\n","  File \"run_longExp.py\", line 4, in <module>\n","    from exp.exp_main import Exp_Main\n","  File \"/content/GLinear/exp/exp_main.py\", line 3, in <module>\n","    from models import Autoformer, DLinear, Linear, NLinear, DNGLinear , GLinear, RLinear\n","  File \"/content/GLinear/models/Autoformer.py\", line 5, in <module>\n","    from layers.AutoCorrelation import AutoCorrelation, AutoCorrelationLayer\n","  File \"/content/GLinear/layers/AutoCorrelation.py\", line 4, in <module>\n","    import matplotlib.pyplot as plt\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 2336, in <module>\n","    switch_backend(rcParams[\"backend\"])\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 276, in switch_backend\n","    class backend_mod(matplotlib.backend_bases._Backend):\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 277, in backend_mod\n","    locals().update(vars(importlib.import_module(backend_name)))\n","  File \"/usr/local/envs/GLinear/lib/python3.6/importlib/__init__.py\", line 126, in import_module\n","    return _bootstrap._gcd_import(name[level:], package, level)\n","ModuleNotFoundError: No module named 'matplotlib_inline'\n","ERROR conda.cli.main_run:execute(127): `conda run python -u run_longExp.py --is_training 1 --root_path ./dataset/ --data_path weather.csv --model_id weather_96_720 --model NLinear --data custom --features M --seq_len 96 --pred_len 720 --enc_in 21 --des Exp --itr 1 --batch_size 16 --learning_rate 0.001` failed. (See above for error)\n","Traceback (most recent call last):\n","  File \"run_longExp.py\", line 4, in <module>\n","    from exp.exp_main import Exp_Main\n","  File \"/content/GLinear/exp/exp_main.py\", line 3, in <module>\n","    from models import Autoformer, DLinear, Linear, NLinear, DNGLinear , GLinear, RLinear\n","  File \"/content/GLinear/models/Autoformer.py\", line 5, in <module>\n","    from layers.AutoCorrelation import AutoCorrelation, AutoCorrelationLayer\n","  File \"/content/GLinear/layers/AutoCorrelation.py\", line 4, in <module>\n","    import matplotlib.pyplot as plt\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 2336, in <module>\n","    switch_backend(rcParams[\"backend\"])\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 276, in switch_backend\n","    class backend_mod(matplotlib.backend_bases._Backend):\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 277, in backend_mod\n","    locals().update(vars(importlib.import_module(backend_name)))\n","  File \"/usr/local/envs/GLinear/lib/python3.6/importlib/__init__.py\", line 126, in import_module\n","    return _bootstrap._gcd_import(name[level:], package, level)\n","ModuleNotFoundError: No module named 'matplotlib_inline'\n","ERROR conda.cli.main_run:execute(127): `conda run python -u run_longExp.py --is_training 1 --root_path ./dataset/ --data_path electricity.csv --model_id Electricity_120_24 --model NLinear --data custom --features M --seq_len 120 --pred_len 24 --enc_in 321 --des Exp --itr 1 --batch_size 16 --learning_rate 0.001` failed. (See above for error)\n","Traceback (most recent call last):\n","  File \"run_longExp.py\", line 4, in <module>\n","    from exp.exp_main import Exp_Main\n","  File \"/content/GLinear/exp/exp_main.py\", line 3, in <module>\n","    from models import Autoformer, DLinear, Linear, NLinear, DNGLinear , GLinear, RLinear\n","  File \"/content/GLinear/models/Autoformer.py\", line 5, in <module>\n","    from layers.AutoCorrelation import AutoCorrelation, AutoCorrelationLayer\n","  File \"/content/GLinear/layers/AutoCorrelation.py\", line 4, in <module>\n","    import matplotlib.pyplot as plt\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 2336, in <module>\n","    switch_backend(rcParams[\"backend\"])\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 276, in switch_backend\n","    class backend_mod(matplotlib.backend_bases._Backend):\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 277, in backend_mod\n","    locals().update(vars(importlib.import_module(backend_name)))\n","  File \"/usr/local/envs/GLinear/lib/python3.6/importlib/__init__.py\", line 126, in import_module\n","    return _bootstrap._gcd_import(name[level:], package, level)\n","ModuleNotFoundError: No module named 'matplotlib_inline'\n","ERROR conda.cli.main_run:execute(127): `conda run python -u run_longExp.py --is_training 1 --root_path ./dataset/ --data_path ETTh1.csv --model_id ETTh1_120_24 --model NLinear --data ETTh1 --features M --seq_len 120 --pred_len 24 --enc_in 7 --des Exp --itr 1 --batch_size 8 --learning_rate 0.001` failed. (See above for error)\n","Traceback (most recent call last):\n","  File \"run_longExp.py\", line 4, in <module>\n","    from exp.exp_main import Exp_Main\n","  File \"/content/GLinear/exp/exp_main.py\", line 3, in <module>\n","    from models import Autoformer, DLinear, Linear, NLinear, DNGLinear , GLinear, RLinear\n","  File \"/content/GLinear/models/Autoformer.py\", line 5, in <module>\n","    from layers.AutoCorrelation import AutoCorrelation, AutoCorrelationLayer\n","  File \"/content/GLinear/layers/AutoCorrelation.py\", line 4, in <module>\n","    import matplotlib.pyplot as plt\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 2336, in <module>\n","    switch_backend(rcParams[\"backend\"])\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 276, in switch_backend\n","    class backend_mod(matplotlib.backend_bases._Backend):\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 277, in backend_mod\n","    locals().update(vars(importlib.import_module(backend_name)))\n","  File \"/usr/local/envs/GLinear/lib/python3.6/importlib/__init__.py\", line 126, in import_module\n","    return _bootstrap._gcd_import(name[level:], package, level)\n","ModuleNotFoundError: No module named 'matplotlib_inline'\n","ERROR conda.cli.main_run:execute(127): `conda run python -u run_longExp.py --is_training 1 --root_path ./dataset/ --data_path traffic.csv --model_id traffic_120_24 --model NLinear --data custom --features M --seq_len 120 --pred_len 24 --enc_in 862 --des Exp --itr 1 --batch_size 16 --learning_rate 0.001` failed. (See above for error)\n","Traceback (most recent call last):\n","  File \"run_longExp.py\", line 4, in <module>\n","    from exp.exp_main import Exp_Main\n","  File \"/content/GLinear/exp/exp_main.py\", line 3, in <module>\n","    from models import Autoformer, DLinear, Linear, NLinear, DNGLinear , GLinear, RLinear\n","  File \"/content/GLinear/models/Autoformer.py\", line 5, in <module>\n","    from layers.AutoCorrelation import AutoCorrelation, AutoCorrelationLayer\n","  File \"/content/GLinear/layers/AutoCorrelation.py\", line 4, in <module>\n","    import matplotlib.pyplot as plt\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 2336, in <module>\n","    switch_backend(rcParams[\"backend\"])\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 276, in switch_backend\n","    class backend_mod(matplotlib.backend_bases._Backend):\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 277, in backend_mod\n","    locals().update(vars(importlib.import_module(backend_name)))\n","  File \"/usr/local/envs/GLinear/lib/python3.6/importlib/__init__.py\", line 126, in import_module\n","    return _bootstrap._gcd_import(name[level:], package, level)\n","ModuleNotFoundError: No module named 'matplotlib_inline'\n","ERROR conda.cli.main_run:execute(127): `conda run python -u run_longExp.py --is_training 1 --root_path ./dataset/ --data_path weather.csv --model_id weather_120_24 --model NLinear --data custom --features M --seq_len 120 --pred_len 24 --enc_in 21 --des Exp --itr 1 --batch_size 16 --learning_rate 0.001` failed. (See above for error)\n","Traceback (most recent call last):\n","  File \"run_longExp.py\", line 4, in <module>\n","    from exp.exp_main import Exp_Main\n","  File \"/content/GLinear/exp/exp_main.py\", line 3, in <module>\n","    from models import Autoformer, DLinear, Linear, NLinear, DNGLinear , GLinear, RLinear\n","  File \"/content/GLinear/models/Autoformer.py\", line 5, in <module>\n","    from layers.AutoCorrelation import AutoCorrelation, AutoCorrelationLayer\n","  File \"/content/GLinear/layers/AutoCorrelation.py\", line 4, in <module>\n","    import matplotlib.pyplot as plt\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 2336, in <module>\n","    switch_backend(rcParams[\"backend\"])\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 276, in switch_backend\n","    class backend_mod(matplotlib.backend_bases._Backend):\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 277, in backend_mod\n","    locals().update(vars(importlib.import_module(backend_name)))\n","  File \"/usr/local/envs/GLinear/lib/python3.6/importlib/__init__.py\", line 126, in import_module\n","    return _bootstrap._gcd_import(name[level:], package, level)\n","ModuleNotFoundError: No module named 'matplotlib_inline'\n","ERROR conda.cli.main_run:execute(127): `conda run python -u run_longExp.py --is_training 1 --root_path ./dataset/ --data_path electricity.csv --model_id Electricity_120_720 --model NLinear --data custom --features M --seq_len 120 --pred_len 720 --enc_in 321 --des Exp --itr 1 --batch_size 16 --learning_rate 0.001` failed. (See above for error)\n","Traceback (most recent call last):\n","  File \"run_longExp.py\", line 4, in <module>\n","    from exp.exp_main import Exp_Main\n","  File \"/content/GLinear/exp/exp_main.py\", line 3, in <module>\n","    from models import Autoformer, DLinear, Linear, NLinear, DNGLinear , GLinear, RLinear\n","  File \"/content/GLinear/models/Autoformer.py\", line 5, in <module>\n","    from layers.AutoCorrelation import AutoCorrelation, AutoCorrelationLayer\n","  File \"/content/GLinear/layers/AutoCorrelation.py\", line 4, in <module>\n","    import matplotlib.pyplot as plt\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 2336, in <module>\n","    switch_backend(rcParams[\"backend\"])\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 276, in switch_backend\n","    class backend_mod(matplotlib.backend_bases._Backend):\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 277, in backend_mod\n","    locals().update(vars(importlib.import_module(backend_name)))\n","  File \"/usr/local/envs/GLinear/lib/python3.6/importlib/__init__.py\", line 126, in import_module\n","    return _bootstrap._gcd_import(name[level:], package, level)\n","ModuleNotFoundError: No module named 'matplotlib_inline'\n","ERROR conda.cli.main_run:execute(127): `conda run python -u run_longExp.py --is_training 1 --root_path ./dataset/ --data_path ETTh1.csv --model_id ETTh1_120_720 --model NLinear --data ETTh1 --features M --seq_len 120 --pred_len 720 --enc_in 7 --des Exp --itr 1 --batch_size 8 --learning_rate 0.001` failed. (See above for error)\n","Traceback (most recent call last):\n","  File \"run_longExp.py\", line 4, in <module>\n","    from exp.exp_main import Exp_Main\n","  File \"/content/GLinear/exp/exp_main.py\", line 3, in <module>\n","    from models import Autoformer, DLinear, Linear, NLinear, DNGLinear , GLinear, RLinear\n","  File \"/content/GLinear/models/Autoformer.py\", line 5, in <module>\n","    from layers.AutoCorrelation import AutoCorrelation, AutoCorrelationLayer\n","  File \"/content/GLinear/layers/AutoCorrelation.py\", line 4, in <module>\n","    import matplotlib.pyplot as plt\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 2336, in <module>\n","    switch_backend(rcParams[\"backend\"])\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 276, in switch_backend\n","    class backend_mod(matplotlib.backend_bases._Backend):\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 277, in backend_mod\n","    locals().update(vars(importlib.import_module(backend_name)))\n","  File \"/usr/local/envs/GLinear/lib/python3.6/importlib/__init__.py\", line 126, in import_module\n","    return _bootstrap._gcd_import(name[level:], package, level)\n","ModuleNotFoundError: No module named 'matplotlib_inline'\n","ERROR conda.cli.main_run:execute(127): `conda run python -u run_longExp.py --is_training 1 --root_path ./dataset/ --data_path traffic.csv --model_id traffic_120_720 --model NLinear --data custom --features M --seq_len 120 --pred_len 720 --enc_in 862 --des Exp --itr 1 --batch_size 16 --learning_rate 0.001` failed. (See above for error)\n","Traceback (most recent call last):\n","  File \"run_longExp.py\", line 4, in <module>\n","    from exp.exp_main import Exp_Main\n","  File \"/content/GLinear/exp/exp_main.py\", line 3, in <module>\n","    from models import Autoformer, DLinear, Linear, NLinear, DNGLinear , GLinear, RLinear\n","  File \"/content/GLinear/models/Autoformer.py\", line 5, in <module>\n","    from layers.AutoCorrelation import AutoCorrelation, AutoCorrelationLayer\n","  File \"/content/GLinear/layers/AutoCorrelation.py\", line 4, in <module>\n","    import matplotlib.pyplot as plt\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 2336, in <module>\n","    switch_backend(rcParams[\"backend\"])\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 276, in switch_backend\n","    class backend_mod(matplotlib.backend_bases._Backend):\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 277, in backend_mod\n","    locals().update(vars(importlib.import_module(backend_name)))\n","  File \"/usr/local/envs/GLinear/lib/python3.6/importlib/__init__.py\", line 126, in import_module\n","    return _bootstrap._gcd_import(name[level:], package, level)\n","ModuleNotFoundError: No module named 'matplotlib_inline'\n","ERROR conda.cli.main_run:execute(127): `conda run python -u run_longExp.py --is_training 1 --root_path ./dataset/ --data_path weather.csv --model_id weather_120_720 --model NLinear --data custom --features M --seq_len 120 --pred_len 720 --enc_in 21 --des Exp --itr 1 --batch_size 16 --learning_rate 0.001` failed. (See above for error)\n","Traceback (most recent call last):\n","  File \"run_longExp.py\", line 4, in <module>\n","    from exp.exp_main import Exp_Main\n","  File \"/content/GLinear/exp/exp_main.py\", line 3, in <module>\n","    from models import Autoformer, DLinear, Linear, NLinear, DNGLinear , GLinear, RLinear\n","  File \"/content/GLinear/models/Autoformer.py\", line 5, in <module>\n","    from layers.AutoCorrelation import AutoCorrelation, AutoCorrelationLayer\n","  File \"/content/GLinear/layers/AutoCorrelation.py\", line 4, in <module>\n","    import matplotlib.pyplot as plt\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 2336, in <module>\n","    switch_backend(rcParams[\"backend\"])\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 276, in switch_backend\n","    class backend_mod(matplotlib.backend_bases._Backend):\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 277, in backend_mod\n","    locals().update(vars(importlib.import_module(backend_name)))\n","  File \"/usr/local/envs/GLinear/lib/python3.6/importlib/__init__.py\", line 126, in import_module\n","    return _bootstrap._gcd_import(name[level:], package, level)\n","ModuleNotFoundError: No module named 'matplotlib_inline'\n","ERROR conda.cli.main_run:execute(127): `conda run python -u run_longExp.py --is_training 1 --root_path ./dataset/ --data_path electricity.csv --model_id Electricity_144_24 --model NLinear --data custom --features M --seq_len 144 --pred_len 24 --enc_in 321 --des Exp --itr 1 --batch_size 16 --learning_rate 0.001` failed. (See above for error)\n","Traceback (most recent call last):\n","  File \"run_longExp.py\", line 4, in <module>\n","    from exp.exp_main import Exp_Main\n","  File \"/content/GLinear/exp/exp_main.py\", line 3, in <module>\n","    from models import Autoformer, DLinear, Linear, NLinear, DNGLinear , GLinear, RLinear\n","  File \"/content/GLinear/models/Autoformer.py\", line 5, in <module>\n","    from layers.AutoCorrelation import AutoCorrelation, AutoCorrelationLayer\n","  File \"/content/GLinear/layers/AutoCorrelation.py\", line 4, in <module>\n","    import matplotlib.pyplot as plt\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 2336, in <module>\n","    switch_backend(rcParams[\"backend\"])\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 276, in switch_backend\n","    class backend_mod(matplotlib.backend_bases._Backend):\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 277, in backend_mod\n","    locals().update(vars(importlib.import_module(backend_name)))\n","  File \"/usr/local/envs/GLinear/lib/python3.6/importlib/__init__.py\", line 126, in import_module\n","    return _bootstrap._gcd_import(name[level:], package, level)\n","ModuleNotFoundError: No module named 'matplotlib_inline'\n","ERROR conda.cli.main_run:execute(127): `conda run python -u run_longExp.py --is_training 1 --root_path ./dataset/ --data_path ETTh1.csv --model_id ETTh1_144_24 --model NLinear --data ETTh1 --features M --seq_len 144 --pred_len 24 --enc_in 7 --des Exp --itr 1 --batch_size 8 --learning_rate 0.001` failed. (See above for error)\n","Traceback (most recent call last):\n","  File \"run_longExp.py\", line 4, in <module>\n","    from exp.exp_main import Exp_Main\n","  File \"/content/GLinear/exp/exp_main.py\", line 3, in <module>\n","    from models import Autoformer, DLinear, Linear, NLinear, DNGLinear , GLinear, RLinear\n","  File \"/content/GLinear/models/Autoformer.py\", line 5, in <module>\n","    from layers.AutoCorrelation import AutoCorrelation, AutoCorrelationLayer\n","  File \"/content/GLinear/layers/AutoCorrelation.py\", line 4, in <module>\n","    import matplotlib.pyplot as plt\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 2336, in <module>\n","    switch_backend(rcParams[\"backend\"])\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 276, in switch_backend\n","    class backend_mod(matplotlib.backend_bases._Backend):\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 277, in backend_mod\n","    locals().update(vars(importlib.import_module(backend_name)))\n","  File \"/usr/local/envs/GLinear/lib/python3.6/importlib/__init__.py\", line 126, in import_module\n","    return _bootstrap._gcd_import(name[level:], package, level)\n","ModuleNotFoundError: No module named 'matplotlib_inline'\n","ERROR conda.cli.main_run:execute(127): `conda run python -u run_longExp.py --is_training 1 --root_path ./dataset/ --data_path traffic.csv --model_id traffic_144_24 --model NLinear --data custom --features M --seq_len 144 --pred_len 24 --enc_in 862 --des Exp --itr 1 --batch_size 16 --learning_rate 0.001` failed. (See above for error)\n","Traceback (most recent call last):\n","  File \"run_longExp.py\", line 4, in <module>\n","    from exp.exp_main import Exp_Main\n","  File \"/content/GLinear/exp/exp_main.py\", line 3, in <module>\n","    from models import Autoformer, DLinear, Linear, NLinear, DNGLinear , GLinear, RLinear\n","  File \"/content/GLinear/models/Autoformer.py\", line 5, in <module>\n","    from layers.AutoCorrelation import AutoCorrelation, AutoCorrelationLayer\n","  File \"/content/GLinear/layers/AutoCorrelation.py\", line 4, in <module>\n","    import matplotlib.pyplot as plt\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 2336, in <module>\n","    switch_backend(rcParams[\"backend\"])\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 276, in switch_backend\n","    class backend_mod(matplotlib.backend_bases._Backend):\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 277, in backend_mod\n","    locals().update(vars(importlib.import_module(backend_name)))\n","  File \"/usr/local/envs/GLinear/lib/python3.6/importlib/__init__.py\", line 126, in import_module\n","    return _bootstrap._gcd_import(name[level:], package, level)\n","ModuleNotFoundError: No module named 'matplotlib_inline'\n","ERROR conda.cli.main_run:execute(127): `conda run python -u run_longExp.py --is_training 1 --root_path ./dataset/ --data_path weather.csv --model_id weather_144_24 --model NLinear --data custom --features M --seq_len 144 --pred_len 24 --enc_in 21 --des Exp --itr 1 --batch_size 16 --learning_rate 0.001` failed. (See above for error)\n","Traceback (most recent call last):\n","  File \"run_longExp.py\", line 4, in <module>\n","    from exp.exp_main import Exp_Main\n","  File \"/content/GLinear/exp/exp_main.py\", line 3, in <module>\n","    from models import Autoformer, DLinear, Linear, NLinear, DNGLinear , GLinear, RLinear\n","  File \"/content/GLinear/models/Autoformer.py\", line 5, in <module>\n","    from layers.AutoCorrelation import AutoCorrelation, AutoCorrelationLayer\n","  File \"/content/GLinear/layers/AutoCorrelation.py\", line 4, in <module>\n","    import matplotlib.pyplot as plt\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 2336, in <module>\n","    switch_backend(rcParams[\"backend\"])\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 276, in switch_backend\n","    class backend_mod(matplotlib.backend_bases._Backend):\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 277, in backend_mod\n","    locals().update(vars(importlib.import_module(backend_name)))\n","  File \"/usr/local/envs/GLinear/lib/python3.6/importlib/__init__.py\", line 126, in import_module\n","    return _bootstrap._gcd_import(name[level:], package, level)\n","ModuleNotFoundError: No module named 'matplotlib_inline'\n","ERROR conda.cli.main_run:execute(127): `conda run python -u run_longExp.py --is_training 1 --root_path ./dataset/ --data_path electricity.csv --model_id Electricity_144_720 --model NLinear --data custom --features M --seq_len 144 --pred_len 720 --enc_in 321 --des Exp --itr 1 --batch_size 16 --learning_rate 0.001` failed. (See above for error)\n","Traceback (most recent call last):\n","  File \"run_longExp.py\", line 4, in <module>\n","    from exp.exp_main import Exp_Main\n","  File \"/content/GLinear/exp/exp_main.py\", line 3, in <module>\n","    from models import Autoformer, DLinear, Linear, NLinear, DNGLinear , GLinear, RLinear\n","  File \"/content/GLinear/models/Autoformer.py\", line 5, in <module>\n","    from layers.AutoCorrelation import AutoCorrelation, AutoCorrelationLayer\n","  File \"/content/GLinear/layers/AutoCorrelation.py\", line 4, in <module>\n","    import matplotlib.pyplot as plt\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 2336, in <module>\n","    switch_backend(rcParams[\"backend\"])\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 276, in switch_backend\n","    class backend_mod(matplotlib.backend_bases._Backend):\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 277, in backend_mod\n","    locals().update(vars(importlib.import_module(backend_name)))\n","  File \"/usr/local/envs/GLinear/lib/python3.6/importlib/__init__.py\", line 126, in import_module\n","    return _bootstrap._gcd_import(name[level:], package, level)\n","ModuleNotFoundError: No module named 'matplotlib_inline'\n","ERROR conda.cli.main_run:execute(127): `conda run python -u run_longExp.py --is_training 1 --root_path ./dataset/ --data_path ETTh1.csv --model_id ETTh1_144_720 --model NLinear --data ETTh1 --features M --seq_len 144 --pred_len 720 --enc_in 7 --des Exp --itr 1 --batch_size 8 --learning_rate 0.001` failed. (See above for error)\n","Traceback (most recent call last):\n","  File \"run_longExp.py\", line 4, in <module>\n","    from exp.exp_main import Exp_Main\n","  File \"/content/GLinear/exp/exp_main.py\", line 3, in <module>\n","    from models import Autoformer, DLinear, Linear, NLinear, DNGLinear , GLinear, RLinear\n","  File \"/content/GLinear/models/Autoformer.py\", line 5, in <module>\n","    from layers.AutoCorrelation import AutoCorrelation, AutoCorrelationLayer\n","  File \"/content/GLinear/layers/AutoCorrelation.py\", line 4, in <module>\n","    import matplotlib.pyplot as plt\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 2336, in <module>\n","    switch_backend(rcParams[\"backend\"])\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 276, in switch_backend\n","    class backend_mod(matplotlib.backend_bases._Backend):\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 277, in backend_mod\n","    locals().update(vars(importlib.import_module(backend_name)))\n","  File \"/usr/local/envs/GLinear/lib/python3.6/importlib/__init__.py\", line 126, in import_module\n","    return _bootstrap._gcd_import(name[level:], package, level)\n","ModuleNotFoundError: No module named 'matplotlib_inline'\n","ERROR conda.cli.main_run:execute(127): `conda run python -u run_longExp.py --is_training 1 --root_path ./dataset/ --data_path traffic.csv --model_id traffic_144_720 --model NLinear --data custom --features M --seq_len 144 --pred_len 720 --enc_in 862 --des Exp --itr 1 --batch_size 16 --learning_rate 0.001` failed. (See above for error)\n","Traceback (most recent call last):\n","  File \"run_longExp.py\", line 4, in <module>\n","    from exp.exp_main import Exp_Main\n","  File \"/content/GLinear/exp/exp_main.py\", line 3, in <module>\n","    from models import Autoformer, DLinear, Linear, NLinear, DNGLinear , GLinear, RLinear\n","  File \"/content/GLinear/models/Autoformer.py\", line 5, in <module>\n","    from layers.AutoCorrelation import AutoCorrelation, AutoCorrelationLayer\n","  File \"/content/GLinear/layers/AutoCorrelation.py\", line 4, in <module>\n","    import matplotlib.pyplot as plt\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 2336, in <module>\n","    switch_backend(rcParams[\"backend\"])\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 276, in switch_backend\n","    class backend_mod(matplotlib.backend_bases._Backend):\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 277, in backend_mod\n","    locals().update(vars(importlib.import_module(backend_name)))\n","  File \"/usr/local/envs/GLinear/lib/python3.6/importlib/__init__.py\", line 126, in import_module\n","    return _bootstrap._gcd_import(name[level:], package, level)\n","ModuleNotFoundError: No module named 'matplotlib_inline'\n","ERROR conda.cli.main_run:execute(127): `conda run python -u run_longExp.py --is_training 1 --root_path ./dataset/ --data_path weather.csv --model_id weather_144_720 --model NLinear --data custom --features M --seq_len 144 --pred_len 720 --enc_in 21 --des Exp --itr 1 --batch_size 16 --learning_rate 0.001` failed. (See above for error)\n","Traceback (most recent call last):\n","  File \"run_longExp.py\", line 4, in <module>\n","    from exp.exp_main import Exp_Main\n","  File \"/content/GLinear/exp/exp_main.py\", line 3, in <module>\n","    from models import Autoformer, DLinear, Linear, NLinear, DNGLinear , GLinear, RLinear\n","  File \"/content/GLinear/models/Autoformer.py\", line 5, in <module>\n","    from layers.AutoCorrelation import AutoCorrelation, AutoCorrelationLayer\n","  File \"/content/GLinear/layers/AutoCorrelation.py\", line 4, in <module>\n","    import matplotlib.pyplot as plt\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 2336, in <module>\n","    switch_backend(rcParams[\"backend\"])\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 276, in switch_backend\n","    class backend_mod(matplotlib.backend_bases._Backend):\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 277, in backend_mod\n","    locals().update(vars(importlib.import_module(backend_name)))\n","  File \"/usr/local/envs/GLinear/lib/python3.6/importlib/__init__.py\", line 126, in import_module\n","    return _bootstrap._gcd_import(name[level:], package, level)\n","ModuleNotFoundError: No module named 'matplotlib_inline'\n","ERROR conda.cli.main_run:execute(127): `conda run python -u run_longExp.py --is_training 1 --root_path ./dataset/ --data_path electricity.csv --model_id Electricity_168_24 --model NLinear --data custom --features M --seq_len 168 --pred_len 24 --enc_in 321 --des Exp --itr 1 --batch_size 16 --learning_rate 0.001` failed. (See above for error)\n","Traceback (most recent call last):\n","  File \"run_longExp.py\", line 4, in <module>\n","    from exp.exp_main import Exp_Main\n","  File \"/content/GLinear/exp/exp_main.py\", line 3, in <module>\n","    from models import Autoformer, DLinear, Linear, NLinear, DNGLinear , GLinear, RLinear\n","  File \"/content/GLinear/models/Autoformer.py\", line 5, in <module>\n","    from layers.AutoCorrelation import AutoCorrelation, AutoCorrelationLayer\n","  File \"/content/GLinear/layers/AutoCorrelation.py\", line 4, in <module>\n","    import matplotlib.pyplot as plt\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 2336, in <module>\n","    switch_backend(rcParams[\"backend\"])\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 276, in switch_backend\n","    class backend_mod(matplotlib.backend_bases._Backend):\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 277, in backend_mod\n","    locals().update(vars(importlib.import_module(backend_name)))\n","  File \"/usr/local/envs/GLinear/lib/python3.6/importlib/__init__.py\", line 126, in import_module\n","    return _bootstrap._gcd_import(name[level:], package, level)\n","ModuleNotFoundError: No module named 'matplotlib_inline'\n","ERROR conda.cli.main_run:execute(127): `conda run python -u run_longExp.py --is_training 1 --root_path ./dataset/ --data_path ETTh1.csv --model_id ETTh1_168_24 --model NLinear --data ETTh1 --features M --seq_len 168 --pred_len 24 --enc_in 7 --des Exp --itr 1 --batch_size 8 --learning_rate 0.001` failed. (See above for error)\n","Traceback (most recent call last):\n","  File \"run_longExp.py\", line 4, in <module>\n","    from exp.exp_main import Exp_Main\n","  File \"/content/GLinear/exp/exp_main.py\", line 3, in <module>\n","    from models import Autoformer, DLinear, Linear, NLinear, DNGLinear , GLinear, RLinear\n","  File \"/content/GLinear/models/Autoformer.py\", line 5, in <module>\n","    from layers.AutoCorrelation import AutoCorrelation, AutoCorrelationLayer\n","  File \"/content/GLinear/layers/AutoCorrelation.py\", line 4, in <module>\n","    import matplotlib.pyplot as plt\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 2336, in <module>\n","    switch_backend(rcParams[\"backend\"])\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 276, in switch_backend\n","    class backend_mod(matplotlib.backend_bases._Backend):\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 277, in backend_mod\n","    locals().update(vars(importlib.import_module(backend_name)))\n","  File \"/usr/local/envs/GLinear/lib/python3.6/importlib/__init__.py\", line 126, in import_module\n","    return _bootstrap._gcd_import(name[level:], package, level)\n","ModuleNotFoundError: No module named 'matplotlib_inline'\n","ERROR conda.cli.main_run:execute(127): `conda run python -u run_longExp.py --is_training 1 --root_path ./dataset/ --data_path traffic.csv --model_id traffic_168_24 --model NLinear --data custom --features M --seq_len 168 --pred_len 24 --enc_in 862 --des Exp --itr 1 --batch_size 16 --learning_rate 0.001` failed. (See above for error)\n","Traceback (most recent call last):\n","  File \"run_longExp.py\", line 4, in <module>\n","    from exp.exp_main import Exp_Main\n","  File \"/content/GLinear/exp/exp_main.py\", line 3, in <module>\n","    from models import Autoformer, DLinear, Linear, NLinear, DNGLinear , GLinear, RLinear\n","  File \"/content/GLinear/models/Autoformer.py\", line 5, in <module>\n","    from layers.AutoCorrelation import AutoCorrelation, AutoCorrelationLayer\n","  File \"/content/GLinear/layers/AutoCorrelation.py\", line 4, in <module>\n","    import matplotlib.pyplot as plt\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 2336, in <module>\n","    switch_backend(rcParams[\"backend\"])\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 276, in switch_backend\n","    class backend_mod(matplotlib.backend_bases._Backend):\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 277, in backend_mod\n","    locals().update(vars(importlib.import_module(backend_name)))\n","  File \"/usr/local/envs/GLinear/lib/python3.6/importlib/__init__.py\", line 126, in import_module\n","    return _bootstrap._gcd_import(name[level:], package, level)\n","ModuleNotFoundError: No module named 'matplotlib_inline'\n","ERROR conda.cli.main_run:execute(127): `conda run python -u run_longExp.py --is_training 1 --root_path ./dataset/ --data_path weather.csv --model_id weather_168_24 --model NLinear --data custom --features M --seq_len 168 --pred_len 24 --enc_in 21 --des Exp --itr 1 --batch_size 16 --learning_rate 0.001` failed. (See above for error)\n","Traceback (most recent call last):\n","  File \"run_longExp.py\", line 4, in <module>\n","    from exp.exp_main import Exp_Main\n","  File \"/content/GLinear/exp/exp_main.py\", line 3, in <module>\n","    from models import Autoformer, DLinear, Linear, NLinear, DNGLinear , GLinear, RLinear\n","  File \"/content/GLinear/models/Autoformer.py\", line 5, in <module>\n","    from layers.AutoCorrelation import AutoCorrelation, AutoCorrelationLayer\n","  File \"/content/GLinear/layers/AutoCorrelation.py\", line 4, in <module>\n","    import matplotlib.pyplot as plt\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 2336, in <module>\n","    switch_backend(rcParams[\"backend\"])\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 276, in switch_backend\n","    class backend_mod(matplotlib.backend_bases._Backend):\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 277, in backend_mod\n","    locals().update(vars(importlib.import_module(backend_name)))\n","  File \"/usr/local/envs/GLinear/lib/python3.6/importlib/__init__.py\", line 126, in import_module\n","    return _bootstrap._gcd_import(name[level:], package, level)\n","ModuleNotFoundError: No module named 'matplotlib_inline'\n","ERROR conda.cli.main_run:execute(127): `conda run python -u run_longExp.py --is_training 1 --root_path ./dataset/ --data_path electricity.csv --model_id Electricity_168_720 --model NLinear --data custom --features M --seq_len 168 --pred_len 720 --enc_in 321 --des Exp --itr 1 --batch_size 16 --learning_rate 0.001` failed. (See above for error)\n","Traceback (most recent call last):\n","  File \"run_longExp.py\", line 4, in <module>\n","    from exp.exp_main import Exp_Main\n","  File \"/content/GLinear/exp/exp_main.py\", line 3, in <module>\n","    from models import Autoformer, DLinear, Linear, NLinear, DNGLinear , GLinear, RLinear\n","  File \"/content/GLinear/models/Autoformer.py\", line 5, in <module>\n","    from layers.AutoCorrelation import AutoCorrelation, AutoCorrelationLayer\n","  File \"/content/GLinear/layers/AutoCorrelation.py\", line 4, in <module>\n","    import matplotlib.pyplot as plt\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 2336, in <module>\n","    switch_backend(rcParams[\"backend\"])\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 276, in switch_backend\n","    class backend_mod(matplotlib.backend_bases._Backend):\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 277, in backend_mod\n","    locals().update(vars(importlib.import_module(backend_name)))\n","  File \"/usr/local/envs/GLinear/lib/python3.6/importlib/__init__.py\", line 126, in import_module\n","    return _bootstrap._gcd_import(name[level:], package, level)\n","ModuleNotFoundError: No module named 'matplotlib_inline'\n","ERROR conda.cli.main_run:execute(127): `conda run python -u run_longExp.py --is_training 1 --root_path ./dataset/ --data_path ETTh1.csv --model_id ETTh1_168_720 --model NLinear --data ETTh1 --features M --seq_len 168 --pred_len 720 --enc_in 7 --des Exp --itr 1 --batch_size 8 --learning_rate 0.001` failed. (See above for error)\n","Traceback (most recent call last):\n","  File \"run_longExp.py\", line 4, in <module>\n","    from exp.exp_main import Exp_Main\n","  File \"/content/GLinear/exp/exp_main.py\", line 3, in <module>\n","    from models import Autoformer, DLinear, Linear, NLinear, DNGLinear , GLinear, RLinear\n","  File \"/content/GLinear/models/Autoformer.py\", line 5, in <module>\n","    from layers.AutoCorrelation import AutoCorrelation, AutoCorrelationLayer\n","  File \"/content/GLinear/layers/AutoCorrelation.py\", line 4, in <module>\n","    import matplotlib.pyplot as plt\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 2336, in <module>\n","    switch_backend(rcParams[\"backend\"])\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 276, in switch_backend\n","    class backend_mod(matplotlib.backend_bases._Backend):\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 277, in backend_mod\n","    locals().update(vars(importlib.import_module(backend_name)))\n","  File \"/usr/local/envs/GLinear/lib/python3.6/importlib/__init__.py\", line 126, in import_module\n","    return _bootstrap._gcd_import(name[level:], package, level)\n","ModuleNotFoundError: No module named 'matplotlib_inline'\n","ERROR conda.cli.main_run:execute(127): `conda run python -u run_longExp.py --is_training 1 --root_path ./dataset/ --data_path traffic.csv --model_id traffic_168_720 --model NLinear --data custom --features M --seq_len 168 --pred_len 720 --enc_in 862 --des Exp --itr 1 --batch_size 16 --learning_rate 0.001` failed. (See above for error)\n","Traceback (most recent call last):\n","  File \"run_longExp.py\", line 4, in <module>\n","    from exp.exp_main import Exp_Main\n","  File \"/content/GLinear/exp/exp_main.py\", line 3, in <module>\n","    from models import Autoformer, DLinear, Linear, NLinear, DNGLinear , GLinear, RLinear\n","  File \"/content/GLinear/models/Autoformer.py\", line 5, in <module>\n","    from layers.AutoCorrelation import AutoCorrelation, AutoCorrelationLayer\n","  File \"/content/GLinear/layers/AutoCorrelation.py\", line 4, in <module>\n","    import matplotlib.pyplot as plt\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 2336, in <module>\n","    switch_backend(rcParams[\"backend\"])\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 276, in switch_backend\n","    class backend_mod(matplotlib.backend_bases._Backend):\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 277, in backend_mod\n","    locals().update(vars(importlib.import_module(backend_name)))\n","  File \"/usr/local/envs/GLinear/lib/python3.6/importlib/__init__.py\", line 126, in import_module\n","    return _bootstrap._gcd_import(name[level:], package, level)\n","ModuleNotFoundError: No module named 'matplotlib_inline'\n","ERROR conda.cli.main_run:execute(127): `conda run python -u run_longExp.py --is_training 1 --root_path ./dataset/ --data_path weather.csv --model_id weather_168_720 --model NLinear --data custom --features M --seq_len 168 --pred_len 720 --enc_in 21 --des Exp --itr 1 --batch_size 16 --learning_rate 0.001` failed. (See above for error)\n","Traceback (most recent call last):\n","  File \"run_longExp.py\", line 4, in <module>\n","    from exp.exp_main import Exp_Main\n","  File \"/content/GLinear/exp/exp_main.py\", line 3, in <module>\n","    from models import Autoformer, DLinear, Linear, NLinear, DNGLinear , GLinear, RLinear\n","  File \"/content/GLinear/models/Autoformer.py\", line 5, in <module>\n","    from layers.AutoCorrelation import AutoCorrelation, AutoCorrelationLayer\n","  File \"/content/GLinear/layers/AutoCorrelation.py\", line 4, in <module>\n","    import matplotlib.pyplot as plt\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 2336, in <module>\n","    switch_backend(rcParams[\"backend\"])\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 276, in switch_backend\n","    class backend_mod(matplotlib.backend_bases._Backend):\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 277, in backend_mod\n","    locals().update(vars(importlib.import_module(backend_name)))\n","  File \"/usr/local/envs/GLinear/lib/python3.6/importlib/__init__.py\", line 126, in import_module\n","    return _bootstrap._gcd_import(name[level:], package, level)\n","ModuleNotFoundError: No module named 'matplotlib_inline'\n","ERROR conda.cli.main_run:execute(127): `conda run python -u run_longExp.py --is_training 1 --root_path ./dataset/ --data_path electricity.csv --model_id Electricity_192_24 --model NLinear --data custom --features M --seq_len 192 --pred_len 24 --enc_in 321 --des Exp --itr 1 --batch_size 16 --learning_rate 0.001` failed. (See above for error)\n","Traceback (most recent call last):\n","  File \"run_longExp.py\", line 4, in <module>\n","    from exp.exp_main import Exp_Main\n","  File \"/content/GLinear/exp/exp_main.py\", line 3, in <module>\n","    from models import Autoformer, DLinear, Linear, NLinear, DNGLinear , GLinear, RLinear\n","  File \"/content/GLinear/models/Autoformer.py\", line 5, in <module>\n","    from layers.AutoCorrelation import AutoCorrelation, AutoCorrelationLayer\n","  File \"/content/GLinear/layers/AutoCorrelation.py\", line 4, in <module>\n","    import matplotlib.pyplot as plt\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 2336, in <module>\n","    switch_backend(rcParams[\"backend\"])\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 276, in switch_backend\n","    class backend_mod(matplotlib.backend_bases._Backend):\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 277, in backend_mod\n","    locals().update(vars(importlib.import_module(backend_name)))\n","  File \"/usr/local/envs/GLinear/lib/python3.6/importlib/__init__.py\", line 126, in import_module\n","    return _bootstrap._gcd_import(name[level:], package, level)\n","ModuleNotFoundError: No module named 'matplotlib_inline'\n","ERROR conda.cli.main_run:execute(127): `conda run python -u run_longExp.py --is_training 1 --root_path ./dataset/ --data_path ETTh1.csv --model_id ETTh1_192_24 --model NLinear --data ETTh1 --features M --seq_len 192 --pred_len 24 --enc_in 7 --des Exp --itr 1 --batch_size 8 --learning_rate 0.001` failed. (See above for error)\n","Traceback (most recent call last):\n","  File \"run_longExp.py\", line 4, in <module>\n","    from exp.exp_main import Exp_Main\n","  File \"/content/GLinear/exp/exp_main.py\", line 3, in <module>\n","    from models import Autoformer, DLinear, Linear, NLinear, DNGLinear , GLinear, RLinear\n","  File \"/content/GLinear/models/Autoformer.py\", line 5, in <module>\n","    from layers.AutoCorrelation import AutoCorrelation, AutoCorrelationLayer\n","  File \"/content/GLinear/layers/AutoCorrelation.py\", line 4, in <module>\n","    import matplotlib.pyplot as plt\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 2336, in <module>\n","    switch_backend(rcParams[\"backend\"])\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 276, in switch_backend\n","    class backend_mod(matplotlib.backend_bases._Backend):\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 277, in backend_mod\n","    locals().update(vars(importlib.import_module(backend_name)))\n","  File \"/usr/local/envs/GLinear/lib/python3.6/importlib/__init__.py\", line 126, in import_module\n","    return _bootstrap._gcd_import(name[level:], package, level)\n","ModuleNotFoundError: No module named 'matplotlib_inline'\n","ERROR conda.cli.main_run:execute(127): `conda run python -u run_longExp.py --is_training 1 --root_path ./dataset/ --data_path traffic.csv --model_id traffic_192_24 --model NLinear --data custom --features M --seq_len 192 --pred_len 24 --enc_in 862 --des Exp --itr 1 --batch_size 16 --learning_rate 0.001` failed. (See above for error)\n","Traceback (most recent call last):\n","  File \"run_longExp.py\", line 4, in <module>\n","    from exp.exp_main import Exp_Main\n","  File \"/content/GLinear/exp/exp_main.py\", line 3, in <module>\n","    from models import Autoformer, DLinear, Linear, NLinear, DNGLinear , GLinear, RLinear\n","  File \"/content/GLinear/models/Autoformer.py\", line 5, in <module>\n","    from layers.AutoCorrelation import AutoCorrelation, AutoCorrelationLayer\n","  File \"/content/GLinear/layers/AutoCorrelation.py\", line 4, in <module>\n","    import matplotlib.pyplot as plt\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 2336, in <module>\n","    switch_backend(rcParams[\"backend\"])\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 276, in switch_backend\n","    class backend_mod(matplotlib.backend_bases._Backend):\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 277, in backend_mod\n","    locals().update(vars(importlib.import_module(backend_name)))\n","  File \"/usr/local/envs/GLinear/lib/python3.6/importlib/__init__.py\", line 126, in import_module\n","    return _bootstrap._gcd_import(name[level:], package, level)\n","ModuleNotFoundError: No module named 'matplotlib_inline'\n","ERROR conda.cli.main_run:execute(127): `conda run python -u run_longExp.py --is_training 1 --root_path ./dataset/ --data_path weather.csv --model_id weather_192_24 --model NLinear --data custom --features M --seq_len 192 --pred_len 24 --enc_in 21 --des Exp --itr 1 --batch_size 16 --learning_rate 0.001` failed. (See above for error)\n","Traceback (most recent call last):\n","  File \"run_longExp.py\", line 4, in <module>\n","    from exp.exp_main import Exp_Main\n","  File \"/content/GLinear/exp/exp_main.py\", line 3, in <module>\n","    from models import Autoformer, DLinear, Linear, NLinear, DNGLinear , GLinear, RLinear\n","  File \"/content/GLinear/models/Autoformer.py\", line 5, in <module>\n","    from layers.AutoCorrelation import AutoCorrelation, AutoCorrelationLayer\n","  File \"/content/GLinear/layers/AutoCorrelation.py\", line 4, in <module>\n","    import matplotlib.pyplot as plt\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 2336, in <module>\n","    switch_backend(rcParams[\"backend\"])\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 276, in switch_backend\n","    class backend_mod(matplotlib.backend_bases._Backend):\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 277, in backend_mod\n","    locals().update(vars(importlib.import_module(backend_name)))\n","  File \"/usr/local/envs/GLinear/lib/python3.6/importlib/__init__.py\", line 126, in import_module\n","    return _bootstrap._gcd_import(name[level:], package, level)\n","ModuleNotFoundError: No module named 'matplotlib_inline'\n","ERROR conda.cli.main_run:execute(127): `conda run python -u run_longExp.py --is_training 1 --root_path ./dataset/ --data_path electricity.csv --model_id Electricity_192_720 --model NLinear --data custom --features M --seq_len 192 --pred_len 720 --enc_in 321 --des Exp --itr 1 --batch_size 16 --learning_rate 0.001` failed. (See above for error)\n","Traceback (most recent call last):\n","  File \"run_longExp.py\", line 4, in <module>\n","    from exp.exp_main import Exp_Main\n","  File \"/content/GLinear/exp/exp_main.py\", line 3, in <module>\n","    from models import Autoformer, DLinear, Linear, NLinear, DNGLinear , GLinear, RLinear\n","  File \"/content/GLinear/models/Autoformer.py\", line 5, in <module>\n","    from layers.AutoCorrelation import AutoCorrelation, AutoCorrelationLayer\n","  File \"/content/GLinear/layers/AutoCorrelation.py\", line 4, in <module>\n","    import matplotlib.pyplot as plt\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 2336, in <module>\n","    switch_backend(rcParams[\"backend\"])\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 276, in switch_backend\n","    class backend_mod(matplotlib.backend_bases._Backend):\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 277, in backend_mod\n","    locals().update(vars(importlib.import_module(backend_name)))\n","  File \"/usr/local/envs/GLinear/lib/python3.6/importlib/__init__.py\", line 126, in import_module\n","    return _bootstrap._gcd_import(name[level:], package, level)\n","ModuleNotFoundError: No module named 'matplotlib_inline'\n","ERROR conda.cli.main_run:execute(127): `conda run python -u run_longExp.py --is_training 1 --root_path ./dataset/ --data_path ETTh1.csv --model_id ETTh1_192_720 --model NLinear --data ETTh1 --features M --seq_len 192 --pred_len 720 --enc_in 7 --des Exp --itr 1 --batch_size 8 --learning_rate 0.001` failed. (See above for error)\n","Traceback (most recent call last):\n","  File \"run_longExp.py\", line 4, in <module>\n","    from exp.exp_main import Exp_Main\n","  File \"/content/GLinear/exp/exp_main.py\", line 3, in <module>\n","    from models import Autoformer, DLinear, Linear, NLinear, DNGLinear , GLinear, RLinear\n","  File \"/content/GLinear/models/Autoformer.py\", line 5, in <module>\n","    from layers.AutoCorrelation import AutoCorrelation, AutoCorrelationLayer\n","  File \"/content/GLinear/layers/AutoCorrelation.py\", line 4, in <module>\n","    import matplotlib.pyplot as plt\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/pyplot.py\", line 36, in <module>\n","    import matplotlib.colorbar\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/colorbar.py\", line 44, in <module>\n","    import matplotlib.contour as contour\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/contour.py\", line 17, in <module>\n","    import matplotlib.text as text\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/text.py\", line 16, in <module>\n","    from .textpath import TextPath  # Unused, but imported by others.\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/textpath.py\", line 11, in <module>\n","    from matplotlib.mathtext import MathTextParser\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/matplotlib/mathtext.py\", line 27, in <module>\n","    from PIL import Image\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/PIL/Image.py\", line 50, in <module>\n","    from . import (\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/PIL/TiffTags.py\", line 396, in <module>\n","    _populate()\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/PIL/TiffTags.py\", line 389, in _populate\n","    TAGS_V2[k] = TagInfo(k, *v)\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/PIL/TiffTags.py\", line 27, in __new__\n","    return super().__new__(cls, value, name, type, length, enum or {})\n","KeyboardInterrupt\n","\n","CondaError: KeyboardInterrupt\n","\n","^C\n"]}]},{"cell_type":"code","source":["#Run only traffic csv on 1 model there are 4 models\n","\n","!conda run --no-capture-output -n GLinear python -u run_longExp.py \\\n","  --is_training 1 \\\n","  --root_path ./dataset/ \\\n","  --data_path traffic.csv \\\n","  --model_id traffic_48_24 \\\n","  --model NLinear \\\n","  --data custom \\\n","  --features M \\\n","  --seq_len 48 \\\n","  --pred_len 24 \\\n","  --enc_in 862 \\\n","  --des Exp \\\n","  --itr 1 \\\n","  --batch_size 16 \\\n","  --learning_rate 0.001"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"3-CwA4U8ra3G","executionInfo":{"status":"ok","timestamp":1754120983021,"user_tz":-345,"elapsed":79111,"user":{"displayName":"Santosh Upreti","userId":"01961227760879466523"}},"outputId":"63f4be61-b2a8-4f35-af3d-0adc5caffb0b"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["Args in experiment:\n","Namespace(activation='gelu', batch_size=16, c_out=7, checkpoints='/spo/NewbornTime/tahir098/SVF/data/Extra/checkpoints/', d_ff=2048, d_layers=1, d_model=512, data='custom', data_path='traffic.csv', dec_in=7, des='Exp', devices='0,1,2,3', distil=True, do_predict=False, dropout=0.05, e_layers=2, embed='timeF', embed_type=0, enc_in=862, factor=1, features='M', freq='h', gpu=0, individual=False, is_training=1, itr=1, label_len=48, learning_rate=0.001, loss='mse', lradj='type1', model='NLinear', model_id='traffic_48_24', moving_avg=25, n_heads=8, num_workers=10, output_attention=False, patience=3, pred_len=24, root_path='./dataset/', seq_len=48, target='OT', test_flop=False, train_epochs=10, train_only=False, use_amp=False, use_gpu=False, use_multi_gpu=False)\n","Use CPU\n",">>>>>>>start training : traffic_48_24_NLinear_custom_ftM_sl48_ll48_pl24_dm512_nh8_el2_dl1_df2048_fc1_ebtimeF_dtTrue_Exp_0>>>>>>>>>>>>>>>>>>>>>>>>>>\n","train 12209\n","val 1733\n","test 3485\n","\titers: 100, epoch: 1 | loss: 0.5700780\n","\tspeed: 0.0392s/iter; left time: 295.3226s\n","\titers: 200, epoch: 1 | loss: 0.4687240\n","\tspeed: 0.0269s/iter; left time: 199.9072s\n","\titers: 300, epoch: 1 | loss: 0.5135107\n","\tspeed: 0.0202s/iter; left time: 148.3069s\n","\titers: 400, epoch: 1 | loss: 0.4736175\n","\tspeed: 0.0205s/iter; left time: 148.0800s\n","\titers: 500, epoch: 1 | loss: 0.4156452\n","\tspeed: 0.0205s/iter; left time: 146.1828s\n","\titers: 600, epoch: 1 | loss: 0.4796534\n","\tspeed: 0.0268s/iter; left time: 188.2891s\n","\titers: 700, epoch: 1 | loss: 0.4948842\n","\tspeed: 0.0274s/iter; left time: 190.0512s\n","Epoch: 1 cost time: 19.35539698600769\n","Epoch: 1, Steps: 763 | Train Loss: 0.5321409 Vali Loss: 0.5713042 Test Loss: 0.6598319\n","Validation loss decreased (inf --> 0.571304).  Saving model ...\n","Updating learning rate to 0.001\n","\titers: 100, epoch: 2 | loss: 0.4353055\n","\tspeed: 0.1015s/iter; left time: 686.7243s\n","\titers: 200, epoch: 2 | loss: 0.3351545\n","\tspeed: 0.0349s/iter; left time: 232.8721s\n","\titers: 300, epoch: 2 | loss: 0.5615113\n","\tspeed: 0.0319s/iter; left time: 209.5513s\n","\titers: 400, epoch: 2 | loss: 0.4587765\n","\tspeed: 0.0228s/iter; left time: 147.4580s\n","\titers: 500, epoch: 2 | loss: 0.4021375\n","\tspeed: 0.0203s/iter; left time: 129.1063s\n","\titers: 600, epoch: 2 | loss: 0.4053111\n","\tspeed: 0.0207s/iter; left time: 129.4629s\n","\titers: 700, epoch: 2 | loss: 0.4383787\n","\tspeed: 0.0309s/iter; left time: 190.8923s\n","Epoch: 2 cost time: 20.47711753845215\n","Epoch: 2, Steps: 763 | Train Loss: 0.4273477 Vali Loss: 0.5554488 Test Loss: 0.6391169\n","Validation loss decreased (0.571304 --> 0.555449).  Saving model ...\n","Updating learning rate to 0.0005\n","\titers: 100, epoch: 3 | loss: 0.4850207\n","\tspeed: 0.1008s/iter; left time: 605.1026s\n","\titers: 200, epoch: 3 | loss: 0.3795415\n","\tspeed: 0.0276s/iter; left time: 163.0802s\n","\titers: 300, epoch: 3 | loss: 0.3563396\n","\tspeed: 0.0272s/iter; left time: 157.7547s\n","\titers: 400, epoch: 3 | loss: 0.3994685\n","\tspeed: 0.0203s/iter; left time: 116.0768s\n","\titers: 500, epoch: 3 | loss: 0.3827344\n","\tspeed: 0.0244s/iter; left time: 136.7070s\n","\n","CondaError: KeyboardInterrupt\n","\n","Traceback (most recent call last):\n","  File \"run_longExp.py\", line 120, in <module>\n","    exp.train(setting)\n","  File \"/content/GLinear/exp/exp_main.py\", line 127, in train\n","    for i, (batch_x, batch_y, batch_x_mark, batch_y_mark) in enumerate(train_loader):\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/torch/utils/data/dataloader.py\", line 534, in __next__\n","    return data\n","  File \"/usr/local/envs/GLinear/lib/python3.6/site-packages/torch/autograd/profiler.py\", line 619, in __exit__\n","    torch.ops.profiler._record_function_exit(self.handle)\n","KeyboardInterrupt\n"]}]},{"cell_type":"code","source":["!conda run --no-capture-output -n GLinear pip install matplotlib_inline Ipython"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"NzY4UnbotYF8","executionInfo":{"status":"ok","timestamp":1754120901243,"user_tz":-345,"elapsed":6222,"user":{"displayName":"Santosh Upreti","userId":"01961227760879466523"}},"outputId":"8f4ea537-9737-4034-b53d-343be7f2d3c5"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["Requirement already satisfied: matplotlib_inline in /usr/local/envs/GLinear/lib/python3.6/site-packages (0.1.6)\n","Collecting Ipython\n","  Downloading ipython-7.16.3-py3-none-any.whl (783 kB)\n","\u001b[K     |████████████████████████████████| 783 kB 26.3 MB/s \n","\u001b[?25hRequirement already satisfied: traitlets in /usr/local/envs/GLinear/lib/python3.6/site-packages (from matplotlib_inline) (4.3.3)\n","Collecting prompt-toolkit!=3.0.0,!=3.0.1,<3.1.0,>=2.0.0\n","  Downloading prompt_toolkit-3.0.36-py3-none-any.whl (386 kB)\n","\u001b[K     |████████████████████████████████| 386 kB 60.5 MB/s \n","\u001b[?25hCollecting pickleshare\n","  Downloading pickleshare-0.7.5-py2.py3-none-any.whl (6.9 kB)\n","Collecting pygments\n","  Downloading Pygments-2.14.0-py3-none-any.whl (1.1 MB)\n","\u001b[K     |████████████████████████████████| 1.1 MB 61.7 MB/s \n","\u001b[?25hCollecting pexpect\n","  Downloading pexpect-4.9.0-py2.py3-none-any.whl (63 kB)\n","\u001b[K     |████████████████████████████████| 63 kB 2.8 MB/s \n","\u001b[?25hCollecting jedi<=0.17.2,>=0.10\n","  Downloading jedi-0.17.2-py2.py3-none-any.whl (1.4 MB)\n","\u001b[K     |████████████████████████████████| 1.4 MB 48.0 MB/s \n","\u001b[?25hRequirement already satisfied: setuptools>=18.5 in /usr/local/envs/GLinear/lib/python3.6/site-packages (from Ipython) (58.0.4)\n","Collecting backcall\n","  Downloading backcall-0.2.0-py2.py3-none-any.whl (11 kB)\n","Requirement already satisfied: decorator in /usr/local/envs/GLinear/lib/python3.6/site-packages (from Ipython) (5.1.1)\n","Collecting parso<0.8.0,>=0.7.0\n","  Downloading parso-0.7.1-py2.py3-none-any.whl (109 kB)\n","\u001b[K     |████████████████████████████████| 109 kB 68.1 MB/s \n","\u001b[?25hCollecting wcwidth\n","  Downloading wcwidth-0.2.13-py2.py3-none-any.whl (34 kB)\n","Requirement already satisfied: six in /usr/local/envs/GLinear/lib/python3.6/site-packages (from traitlets->matplotlib_inline) (1.17.0)\n","Requirement already satisfied: ipython-genutils in /usr/local/envs/GLinear/lib/python3.6/site-packages (from traitlets->matplotlib_inline) (0.2.0)\n","Collecting ptyprocess>=0.5\n","  Downloading ptyprocess-0.7.0-py2.py3-none-any.whl (13 kB)\n","Installing collected packages: wcwidth, ptyprocess, parso, pygments, prompt-toolkit, pickleshare, pexpect, jedi, backcall, Ipython\n","Successfully installed Ipython-7.16.3 backcall-0.2.0 jedi-0.17.2 parso-0.7.1 pexpect-4.9.0 pickleshare-0.7.5 prompt-toolkit-3.0.36 ptyprocess-0.7.0 pygments-2.14.0 wcwidth-0.2.13\n","\u001b[33mWARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv\u001b[0m\n"]}]}]}