Deploy details

9:40:12 PM: Build ready to start

9:40:15 PM: build-image version: 6ebfb829398e07eb99ad5455777162ff19838822 (xenial)

9:40:15 PM: build-image tag: v3.10.5

9:40:15 PM: buildbot version: e7450fd8f7c92a26a6e60cdd93525cc24db329dc

9:40:15 PM: Fetching cached dependencies

9:40:15 PM: Starting to download cache of 1.0GB

9:40:20 PM: Finished downloading cache in 4.726752556s

9:40:20 PM: Starting to extract cache

9:40:32 PM: Finished extracting cache in 11.91915094s

9:40:32 PM: Finished fetching cache in 16.820568454s

9:40:32 PM: Starting to prepare the repo for build

9:40:32 PM: Preparing Git Reference pull/535/head

9:40:34 PM: Parsing package.json dependencies

9:40:35 PM: Starting build script

9:40:35 PM: Installing dependencies

9:40:35 PM: Python version set to 3.7

9:40:36 PM: Started restoring cached node version

9:40:38 PM: Finished restoring cached node version

9:40:39 PM: v12.18.0 is already installed.

9:40:40 PM: Now using node v12.18.0 (npm v6.14.4)

9:40:40 PM: Started restoring cached build plugins

9:40:40 PM: Finished restoring cached build plugins

9:40:40 PM: Attempting ruby version 2.7.1, read from environment

9:40:40 PM: Started restoring cached ruby version

9:40:41 PM: Finished restoring cached ruby version

9:40:43 PM: Using ruby version 2.7.1

9:40:43 PM: Using PHP version 5.6

9:40:43 PM: Installing pip dependencies

9:40:43 PM: Started restoring cached pip cache

9:40:44 PM: Finished restoring cached pip cache

9:40:45 PM: Collecting tensorflow>=1.19.0

9:40:48 PM: Using cached tensorflow-2.8.0-cp37-cp37m-manylinux2010_x86_64.whl (497.5 MB)

9:40:52 PM: Collecting scikit-learn>=0.22.0

9:40:52 PM: Using cached scikit_learn-1.0.2-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (24.8 MB)

9:40:53 PM: Collecting scipy>=1.4.1

9:40:53 PM: Using cached scipy-1.7.3-cp37-cp37m-manylinux_2_12_x86_64.manylinux2010_x86_64.whl (38.1 MB)

9:40:53 PM: Collecting joblib>=0.14.1

9:40:53 PM: Using cached joblib-1.1.0-py2.py3-none-any.whl (306 kB)

9:40:54 PM: Collecting numpy>=1.19.2

9:40:54 PM: Using cached numpy-1.21.5-cp37-cp37m-manylinux_2_12_x86_64.manylinux2010_x86_64.whl (15.7 MB)

9:40:54 PM: Collecting threadpoolctl>=2.0.0

9:40:54 PM: Using cached threadpoolctl-3.1.0-py3-none-any.whl (14 kB)

9:40:54 PM: Collecting h5py>=2.9.0

9:40:54 PM: Using cached h5py-3.6.0-cp37-cp37m-manylinux_2_12_x86_64.manylinux2010_x86_64.whl (4.1 MB)

9:40:54 PM: Collecting astunparse>=1.6.0

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9:40:54 PM: Collecting typing-extensions>=3.6.6

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9:40:55 PM: Collecting protobuf>=3.9.2

9:40:55 PM: Using cached protobuf-3.19.4-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.1 MB)

9:40:55 PM: Collecting tf-estimator-nightly==2.8.0.dev2021122109

9:40:55 PM: Using cached tf_estimator_nightly-2.8.0.dev2021122109-py2.py3-none-any.whl (462 kB)

9:40:55 PM: Collecting google-pasta>=0.1.1

9:40:55 PM: Using cached google_pasta-0.2.0-py3-none-any.whl (57 kB)

9:40:55 PM: Collecting tensorflow-io-gcs-filesystem>=0.23.1

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9:40:56 PM: Collecting libclang>=9.0.1

9:40:56 PM: Using cached libclang-13.0.0-py2.py3-none-manylinux1_x86_64.whl (14.5 MB)

9:40:56 PM: Collecting keras<2.9,>=2.8.0rc0

9:40:56 PM: Using cached keras-2.8.0-py2.py3-none-any.whl (1.4 MB)

9:40:56 PM: Collecting absl-py>=0.4.0

9:40:56 PM: Using cached absl_py-1.0.0-py3-none-any.whl (126 kB)

9:40:56 PM: Collecting flatbuffers>=1.12

9:40:56 PM: Using cached flatbuffers-2.0-py2.py3-none-any.whl (26 kB)

9:40:56 PM: Collecting tensorboard<2.9,>=2.8

9:40:56 PM: Using cached tensorboard-2.8.0-py3-none-any.whl (5.8 MB)

9:40:56 PM: Collecting termcolor>=1.1.0

9:40:56 PM: Using cached termcolor-1.1.0-py3-none-any.whl

9:40:56 PM: Requirement already satisfied: setuptools in /opt/buildhome/python3.7/lib/python3.7/site-packages (from tensorflow>=1.19.0->-r requirements.txt (line 1)) (51.2.0)

9:40:56 PM: Collecting keras-preprocessing>=1.1.1

9:40:56 PM: Using cached Keras_Preprocessing-1.1.2-py2.py3-none-any.whl (42 kB)

9:40:56 PM: Collecting gast>=0.2.1

9:40:56 PM: Using cached gast-0.5.3-py3-none-any.whl (19 kB)

9:40:56 PM: Collecting wrapt>=1.11.0

9:40:56 PM: Using cached wrapt-1.13.3-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl (79 kB)

9:40:56 PM: Collecting opt-einsum>=2.3.2

9:40:56 PM: Using cached opt_einsum-3.3.0-py3-none-any.whl (65 kB)

9:40:56 PM: Collecting six>=1.12.0

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9:40:58 PM: Collecting grpcio<2.0,>=1.24.3

9:40:58 PM: Using cached grpcio-1.44.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (4.3 MB)

9:40:58 PM: Requirement already satisfied: wheel<1.0,>=0.23.0 in /opt/buildhome/python3.7/lib/python3.7/site-packages (from astunparse>=1.6.0->tensorflow>=1.19.0->-r requirements.txt (line 1)) (0.37.1)

9:40:58 PM: Collecting cached-property

9:40:58 PM: Using cached cached_property-1.5.2-py2.py3-none-any.whl (7.6 kB)

9:40:58 PM: Collecting google-auth-oauthlib<0.5,>=0.4.1

9:40:58 PM: Using cached google_auth_oauthlib-0.4.6-py2.py3-none-any.whl (18 kB)

9:40:58 PM: Collecting tensorboard-data-server<0.7.0,>=0.6.0

9:40:58 PM: Using cached tensorboard_data_server-0.6.1-py3-none-manylinux2010_x86_64.whl (4.9 MB)

9:40:58 PM: Collecting markdown>=2.6.8

9:40:58 PM: Using cached Markdown-3.3.6-py3-none-any.whl (97 kB)

9:40:58 PM: Collecting werkzeug>=0.11.15

9:40:58 PM: Using cached Werkzeug-2.0.3-py3-none-any.whl (289 kB)

9:40:59 PM: Collecting requests<3,>=2.21.0

9:40:59 PM: Using cached requests-2.27.1-py2.py3-none-any.whl (63 kB)

9:40:59 PM: Collecting tensorboard-plugin-wit>=1.6.0

9:40:59 PM: Using cached tensorboard_plugin_wit-1.8.1-py3-none-any.whl (781 kB)

9:40:59 PM: Collecting google-auth<3,>=1.6.3

9:40:59 PM: Using cached google_auth-2.6.0-py2.py3-none-any.whl (156 kB)

9:40:59 PM: Collecting rsa<5,>=3.1.4

9:40:59 PM: Using cached rsa-4.8-py3-none-any.whl (39 kB)

9:40:59 PM: Collecting cachetools<6.0,>=2.0.0

9:40:59 PM: Using cached cachetools-5.0.0-py3-none-any.whl (9.1 kB)

9:40:59 PM: Collecting pyasn1-modules>=0.2.1

9:40:59 PM: Using cached pyasn1_modules-0.2.8-py2.py3-none-any.whl (155 kB)

9:40:59 PM: Collecting requests-oauthlib>=0.7.0

9:40:59 PM: Using cached requests_oauthlib-1.3.1-py2.py3-none-any.whl (23 kB)

9:40:59 PM: Collecting importlib-metadata>=4.4

9:40:59 PM: Using cached importlib_metadata-4.11.2-py3-none-any.whl (17 kB)

9:41:00 PM: Collecting zipp>=0.5

9:41:00 PM: Using cached zipp-3.7.0-py3-none-any.whl (5.3 kB)

9:41:00 PM: Collecting pyasn1<0.5.0,>=0.4.6

9:41:00 PM: Using cached pyasn1-0.4.8-py2.py3-none-any.whl (77 kB)

9:41:00 PM: Collecting urllib3<1.27,>=1.21.1

9:41:00 PM: Using cached urllib3-1.26.8-py2.py3-none-any.whl (138 kB)

9:41:00 PM: Collecting certifi>=2017.4.17

9:41:00 PM: Using cached certifi-2021.10.8-py2.py3-none-any.whl (149 kB)

9:41:00 PM: Collecting charset-normalizer~=2.0.0

9:41:00 PM: Using cached charset_normalizer-2.0.12-py3-none-any.whl (39 kB)

9:41:00 PM: Collecting idna<4,>=2.5

9:41:00 PM: Using cached idna-3.3-py3-none-any.whl (61 kB)

9:41:00 PM: Collecting oauthlib>=3.0.0

9:41:00 PM: Using cached oauthlib-3.2.0-py3-none-any.whl (151 kB)

9:41:01 PM: Installing collected packages: urllib3, pyasn1, idna, charset-normalizer, certifi, zipp, typing-extensions, six, rsa, requests, pyasn1-modules, oauthlib, cachetools, requests-oauthlib, importlib-metadata, google-auth, werkzeug, tensorboard-plugin-wit, tensorboard-data-server, protobuf, numpy, markdown, grpcio, google-auth-oauthlib, cached-property, absl-py, wrapt, threadpoolctl, tf-estimator-nightly, termcolor, tensorflow-io-gcs-filesystem, tensorboard, scipy, opt-einsum, libclang, keras-preprocessing, keras, joblib, h5py, google-pasta, gast, flatbuffers, astunparse, tensorflow, scikit-learn

9:41:34 PM: Successfully installed absl-py-1.0.0 astunparse-1.6.3 cached-property-1.5.2 cachetools-5.0.0 certifi-2021.10.8 charset-normalizer-2.0.12 flatbuffers-2.0 gast-0.5.3 google-auth-2.6.0 google-auth-oauthlib-0.4.6 google-pasta-0.2.0 grpcio-1.44.0 h5py-3.6.0 idna-3.3 importlib-metadata-4.11.2 joblib-1.1.0 keras-2.8.0 keras-preprocessing-1.1.2 libclang-13.0.0 markdown-3.3.6 numpy-1.21.5 oauthlib-3.2.0 opt-einsum-3.3.0 protobuf-3.19.4 pyasn1-0.4.8 pyasn1-modules-0.2.8 requests-2.27.1 requests-oauthlib-1.3.1 rsa-4.8 scikit-learn-1.0.2 scipy-1.7.3 six-1.16.0 tensorboard-2.8.0 tensorboard-data-server-0.6.1 tensorboard-plugin-wit-1.8.1 tensorflow-2.8.0 tensorflow-io-gcs-filesystem-0.24.0 termcolor-1.1.0 tf-estimator-nightly-2.8.0.dev2021122109 threadpoolctl-3.1.0 typing-extensions-4.1.1 urllib3-1.26.8 werkzeug-2.0.3 wrapt-1.13.3 zipp-3.7.0

9:41:34 PM: WARNING: You are using pip version 20.3.4; however, version 22.0.3 is available.

9:41:34 PM: You should consider upgrading via the '/opt/buildhome/python3.7/bin/python3.7 -m pip install --upgrade pip' command.

9:41:34 PM: Pip dependencies installed

9:41:34 PM: Started restoring cached go cache

9:41:34 PM: Finished restoring cached go cache

9:41:34 PM: go version go1.14.4 linux/amd64

9:41:34 PM: go version go1.14.4 linux/amd64

9:41:34 PM: Installing missing commands

9:41:34 PM: Verify run directory

9:41:36 PM: ​

9:41:36 PM: ────────────────────────────────────────────────────────────────

9:41:36 PM: Netlify Build

9:41:36 PM: ────────────────────────────────────────────────────────────────

9:41:36 PM: ​

9:41:36 PM: ❯ Version

9:41:36 PM: @netlify/build 26.3.14

9:41:36 PM: ​

9:41:36 PM: ❯ Flags

9:41:36 PM: baseRelDir: true

9:41:36 PM: buildId: 6221352d7183ac000892aa52

9:41:36 PM: deployId: 6221352d7183ac000892aa54

9:41:36 PM: ​

9:41:36 PM: ❯ Current directory

9:41:36 PM: /opt/build/repo

9:41:36 PM: ​

9:41:36 PM: ❯ Config file

9:41:36 PM: No config file was defined: using default values.

9:41:36 PM: ​

9:41:36 PM: ❯ Context

9:41:36 PM: deploy-preview

9:41:36 PM: ​

9:41:36 PM: ────────────────────────────────────────────────────────────────

9:41:36 PM: 1. Build command from Netlify app

9:41:36 PM: ────────────────────────────────────────────────────────────────

9:41:36 PM: ​

9:41:36 PM: $ pip3 install -e .; pip3 install -r docs/requirements.txt; cd docs; make html; cd ..

9:41:36 PM: Obtaining file:///opt/build/repo

9:41:37 PM: Requirement already satisfied: tensorflow>=1.19.0 in /opt/buildhome/python3.7/lib/python3.7/site-packages (from proglearn==0.0.6) (2.8.0)

9:41:37 PM: Requirement already satisfied: scikit-learn>=0.22.0 in /opt/buildhome/python3.7/lib/python3.7/site-packages (from proglearn==0.0.6) (1.0.2)

9:41:37 PM: Requirement already satisfied: scipy>=1.4.1 in /opt/buildhome/python3.7/lib/python3.7/site-packages (from proglearn==0.0.6) (1.7.3)

9:41:37 PM: Requirement already satisfied: joblib>=0.14.1 in /opt/buildhome/python3.7/lib/python3.7/site-packages (from proglearn==0.0.6) (1.1.0)

9:41:37 PM: Requirement already satisfied: numpy>=1.19.2 in /opt/buildhome/python3.7/lib/python3.7/site-packages (from proglearn==0.0.6) (1.21.5)

9:41:37 PM: Requirement already satisfied: threadpoolctl>=2.0.0 in /opt/buildhome/python3.7/lib/python3.7/site-packages (from scikit-learn>=0.22.0->proglearn==0.0.6) (3.1.0)

9:41:37 PM: Requirement already satisfied: protobuf>=3.9.2 in /opt/buildhome/python3.7/lib/python3.7/site-packages (from tensorflow>=1.19.0->proglearn==0.0.6) (3.19.4)

9:41:37 PM: Requirement already satisfied: typing-extensions>=3.6.6 in /opt/buildhome/python3.7/lib/python3.7/site-packages (from tensorflow>=1.19.0->proglearn==0.0.6) (4.1.1)

9:41:37 PM: Requirement already satisfied: six>=1.12.0 in /opt/buildhome/python3.7/lib/python3.7/site-packages (from tensorflow>=1.19.0->proglearn==0.0.6) (1.16.0)

9:41:37 PM: Requirement already satisfied: astunparse>=1.6.0 in /opt/buildhome/python3.7/lib/python3.7/site-packages (from tensorflow>=1.19.0->proglearn==0.0.6) (1.6.3)

9:41:37 PM: Requirement already satisfied: wrapt>=1.11.0 in /opt/buildhome/python3.7/lib/python3.7/site-packages (from tensorflow>=1.19.0->proglearn==0.0.6) (1.13.3)

9:41:37 PM: Requirement already satisfied: termcolor>=1.1.0 in /opt/buildhome/python3.7/lib/python3.7/site-packages (from tensorflow>=1.19.0->proglearn==0.0.6) (1.1.0)

9:41:37 PM: Requirement already satisfied: absl-py>=0.4.0 in /opt/buildhome/python3.7/lib/python3.7/site-packages (from tensorflow>=1.19.0->proglearn==0.0.6) (1.0.0)

9:41:37 PM: Requirement already satisfied: h5py>=2.9.0 in /opt/buildhome/python3.7/lib/python3.7/site-packages (from tensorflow>=1.19.0->proglearn==0.0.6) (3.6.0)

9:41:37 PM: Requirement already satisfied: opt-einsum>=2.3.2 in /opt/buildhome/python3.7/lib/python3.7/site-packages (from tensorflow>=1.19.0->proglearn==0.0.6) (3.3.0)

9:41:37 PM: Requirement already satisfied: libclang>=9.0.1 in /opt/buildhome/python3.7/lib/python3.7/site-packages (from tensorflow>=1.19.0->proglearn==0.0.6) (13.0.0)

9:41:37 PM: Requirement already satisfied: keras-preprocessing>=1.1.1 in /opt/buildhome/python3.7/lib/python3.7/site-packages (from tensorflow>=1.19.0->proglearn==0.0.6) (1.1.2)

9:41:37 PM: Requirement already satisfied: tf-estimator-nightly==2.8.0.dev2021122109 in /opt/buildhome/python3.7/lib/python3.7/site-packages (from tensorflow>=1.19.0->proglearn==0.0.6) (2.8.0.dev2021122109)

9:41:37 PM: Requirement already satisfied: tensorflow-io-gcs-filesystem>=0.23.1 in /opt/buildhome/python3.7/lib/python3.7/site-packages (from tensorflow>=1.19.0->proglearn==0.0.6) (0.24.0)

9:41:37 PM: Requirement already satisfied: gast>=0.2.1 in /opt/buildhome/python3.7/lib/python3.7/site-packages (from tensorflow>=1.19.0->proglearn==0.0.6) (0.5.3)

9:41:37 PM: Requirement already satisfied: setuptools in /opt/buildhome/python3.7/lib/python3.7/site-packages (from tensorflow>=1.19.0->proglearn==0.0.6) (51.2.0)

9:41:37 PM: Requirement already satisfied: grpcio<2.0,>=1.24.3 in /opt/buildhome/python3.7/lib/python3.7/site-packages (from tensorflow>=1.19.0->proglearn==0.0.6) (1.44.0)

9:41:37 PM: Requirement already satisfied: flatbuffers>=1.12 in /opt/buildhome/python3.7/lib/python3.7/site-packages (from tensorflow>=1.19.0->proglearn==0.0.6) (2.0)

9:41:37 PM: Requirement already satisfied: google-pasta>=0.1.1 in /opt/buildhome/python3.7/lib/python3.7/site-packages (from tensorflow>=1.19.0->proglearn==0.0.6) (0.2.0)

9:41:37 PM: Requirement already satisfied: tensorboard<2.9,>=2.8 in /opt/buildhome/python3.7/lib/python3.7/site-packages (from tensorflow>=1.19.0->proglearn==0.0.6) (2.8.0)

9:41:37 PM: Requirement already satisfied: keras<2.9,>=2.8.0rc0 in /opt/buildhome/python3.7/lib/python3.7/site-packages (from tensorflow>=1.19.0->proglearn==0.0.6) (2.8.0)

9:41:37 PM: Requirement already satisfied: wheel<1.0,>=0.23.0 in /opt/buildhome/python3.7/lib/python3.7/site-packages (from astunparse>=1.6.0->tensorflow>=1.19.0->proglearn==0.0.6) (0.37.1)

9:41:37 PM: Requirement already satisfied: cached-property in /opt/buildhome/python3.7/lib/python3.7/site-packages (from h5py>=2.9.0->tensorflow>=1.19.0->proglearn==0.0.6) (1.5.2)

9:41:37 PM: Requirement already satisfied: tensorboard-data-server<0.7.0,>=0.6.0 in /opt/buildhome/python3.7/lib/python3.7/site-packages (from tensorboard<2.9,>=2.8->tensorflow>=1.19.0->proglearn==0.0.6) (0.6.1)

9:41:37 PM: Requirement already satisfied: google-auth<3,>=1.6.3 in /opt/buildhome/python3.7/lib/python3.7/site-packages (from tensorboard<2.9,>=2.8->tensorflow>=1.19.0->proglearn==0.0.6) (2.6.0)

9:41:37 PM: Requirement already satisfied: requests<3,>=2.21.0 in /opt/buildhome/python3.7/lib/python3.7/site-packages (from tensorboard<2.9,>=2.8->tensorflow>=1.19.0->proglearn==0.0.6) (2.27.1)

9:41:37 PM: Requirement already satisfied: tensorboard-plugin-wit>=1.6.0 in /opt/buildhome/python3.7/lib/python3.7/site-packages (from tensorboard<2.9,>=2.8->tensorflow>=1.19.0->proglearn==0.0.6) (1.8.1)

9:41:37 PM: Requirement already satisfied: google-auth-oauthlib<0.5,>=0.4.1 in /opt/buildhome/python3.7/lib/python3.7/site-packages (from tensorboard<2.9,>=2.8->tensorflow>=1.19.0->proglearn==0.0.6) (0.4.6)

9:41:37 PM: Requirement already satisfied: werkzeug>=0.11.15 in /opt/buildhome/python3.7/lib/python3.7/site-packages (from tensorboard<2.9,>=2.8->tensorflow>=1.19.0->proglearn==0.0.6) (2.0.3)

9:41:37 PM: Requirement already satisfied: markdown>=2.6.8 in /opt/buildhome/python3.7/lib/python3.7/site-packages (from tensorboard<2.9,>=2.8->tensorflow>=1.19.0->proglearn==0.0.6) (3.3.6)

9:41:37 PM: Requirement already satisfied: rsa<5,>=3.1.4 in /opt/buildhome/python3.7/lib/python3.7/site-packages (from google-auth<3,>=1.6.3->tensorboard<2.9,>=2.8->tensorflow>=1.19.0->proglearn==0.0.6) (4.8)

9:41:37 PM: Requirement already satisfied: pyasn1-modules>=0.2.1 in /opt/buildhome/python3.7/lib/python3.7/site-packages (from google-auth<3,>=1.6.3->tensorboard<2.9,>=2.8->tensorflow>=1.19.0->proglearn==0.0.6) (0.2.8)

9:41:37 PM: Requirement already satisfied: cachetools<6.0,>=2.0.0 in /opt/buildhome/python3.7/lib/python3.7/site-packages (from google-auth<3,>=1.6.3->tensorboard<2.9,>=2.8->tensorflow>=1.19.0->proglearn==0.0.6) (5.0.0)

9:41:37 PM: Requirement already satisfied: requests-oauthlib>=0.7.0 in /opt/buildhome/python3.7/lib/python3.7/site-packages (from google-auth-oauthlib<0.5,>=0.4.1->tensorboard<2.9,>=2.8->tensorflow>=1.19.0->proglearn==0.0.6) (1.3.1)

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9:41:59 PM: 2022-03-03 21:41:59.397428: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcudart.so.11.0'; dlerror: libcudart.so.11.0: cannot open shared object file: No such file or directory

9:41:59 PM: 2022-03-03 21:41:59.397477: I tensorflow/stream_executor/cuda/cudart_stub.cc:29] Ignore above cudart dlerror if you do not have a GPU set up on your machine.

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9:42:39 PM: *********

9:42:39 PM: Experiments

9:42:39 PM: *********

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9:42:39 PM: NOTE: Here, the Gaussians are generated randomly, and hence, the value is not exactly what the actual Bayes’ error of the problem is. Instead, the actual estimate can be computed numerically. However, for a complete understanding, the analytical steps are presented here.

9:42:39 PM: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

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