Skip to content

Instantly share code, notes, and snippets.

@nik111215
Created May 4, 2025 20:30
Show Gist options
  • Save nik111215/310537615e677b1d114d9ab6c3d0d4e3 to your computer and use it in GitHub Desktop.
Save nik111215/310537615e677b1d114d9ab6c3d0d4e3 to your computer and use it in GitHub Desktop.
Display the source blob
Display the rendered blob
Raw
{
"cells": [
{
"cell_type": "markdown",
"id": "713c9f6c-02da-466e-8d9f-f51437565eb2",
"metadata": {
"id": "713c9f6c-02da-466e-8d9f-f51437565eb2"
},
"source": [
"# 00. Homework description\n",
"\n",
"For this assignment, your task is to develop the [FastPitch](https://arxiv.org/abs/2006.06873) synthesis model, train it, and generate several audio samples.\n",
"\n",
"The training and data processing code has already been provided for you. The training will be conducted on the LJspeech dataset.\n",
"\n",
"The total score for the homework is **10 points**, distributed as follows:\n",
"- 1 point for visualizing the input data\n",
"- 8 points for writing the model code and running training\n",
"- 1 point for pitch and duration manipulations during inference\n",
"\n",
"The homework submission **should include**:\n",
"- Completed notebook\n",
"- Attached WER and loss graphs from TensorBoard\n",
"- 1 audio file - the result of a regular model inference\n",
"- 4 additional audio files: you are encouraged to experiment with adjusting phoneme durations and pitch slightly and listen to the results."
]
},
{
"cell_type": "markdown",
"id": "97ec30da-c017-4e76-9235-bde5f55cedc4",
"metadata": {
"id": "97ec30da-c017-4e76-9235-bde5f55cedc4"
},
"source": [
"# 01. Preparation steps"
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "ebbf0771-c271-458f-8850-56149ae94767",
"metadata": {
"execution": {
"iopub.execute_input": "2025-05-03T22:19:49.144705Z",
"iopub.status.busy": "2025-05-03T22:19:49.143950Z",
"iopub.status.idle": "2025-05-03T22:19:51.622008Z",
"shell.execute_reply": "2025-05-03T22:19:51.621227Z",
"shell.execute_reply.started": "2025-05-03T22:19:49.144676Z"
},
"tags": []
},
"outputs": [],
"source": [
"import torch\n",
"device = torch.device(\"cuda\" if torch.cuda.is_available() else \"cpu\")\n",
"gpu_avaiable = \"1\" # Run nvidia-smi to find free GPU"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "0f1452fb-dcb3-4159-a122-f21698acadac",
"metadata": {
"execution": {
"iopub.execute_input": "2025-05-03T22:19:51.623836Z",
"iopub.status.busy": "2025-05-03T22:19:51.623151Z",
"iopub.status.idle": "2025-05-03T22:19:51.644727Z",
"shell.execute_reply": "2025-05-03T22:19:51.644002Z",
"shell.execute_reply.started": "2025-05-03T22:19:51.623809Z"
},
"tags": []
},
"outputs": [],
"source": [
"import os"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "7fa7e485-c372-400c-b031-d29220b707b7",
"metadata": {
"tags": []
},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": 3,
"id": "UPSEbEsA8z_5",
"metadata": {
"execution": {
"iopub.execute_input": "2025-05-03T22:19:51.646423Z",
"iopub.status.busy": "2025-05-03T22:19:51.645537Z",
"iopub.status.idle": "2025-05-03T22:19:51.662233Z",
"shell.execute_reply": "2025-05-03T22:19:51.661516Z",
"shell.execute_reply.started": "2025-05-03T22:19:51.646393Z"
},
"id": "UPSEbEsA8z_5",
"tags": []
},
"outputs": [],
"source": [
"path_to_sources = \"/home/jupyter/work/resources/speech_course/week_08_tts_am_vocoders/\" # Path to the the current week's source code, e.g. /home/user/speech_course/week_08_tts_am_vocoders"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "5b371ad4-695f-4da7-bc26-9d4936a6ec70",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"execution": {
"iopub.execute_input": "2025-05-03T22:19:51.665064Z",
"iopub.status.busy": "2025-05-03T22:19:51.663979Z",
"iopub.status.idle": "2025-05-03T22:19:51.687211Z",
"shell.execute_reply": "2025-05-03T22:19:51.686422Z",
"shell.execute_reply.started": "2025-05-03T22:19:51.665025Z"
},
"id": "5b371ad4-695f-4da7-bc26-9d4936a6ec70",
"outputId": "768c54e0-6071-4fab-9ac6-e611d5415295",
"tags": []
},
"outputs": [],
"source": [
"# If running in colab\n",
"\n",
"# clone the repository:\n",
"# git clone https://github.com/yandexdataschool/speech_course.git\n",
"# !pip install -r speech_course/week_08_tts_am_vocoders/requirements.txt"
]
},
{
"cell_type": "markdown",
"id": "gibPkbI76I9y",
"metadata": {
"id": "gibPkbI76I9y"
},
"source": [
"### Dataset\n",
"\n",
"We will work with [LJSpeech](https://keithito.com/LJ-Speech-Dataset/) -- a single-speaker dataset with 24 hours of speech.\n",
"\n",
"The data we will use contains pre-computed [MFA-alignments](https://montreal-forced-aligner.readthedocs.io/en/latest/user_guide/workflows/alignment.html) alongside with the original wavs and texts. If you are interested in the process of extracting such alignments, please refer to this [tutorial](https://colab.research.google.com/gist/NTT123/12264d15afad861cb897f7a20a01762e/mfa-ljspeech.ipynb).\n",
"\n",
"Download the dataset with precomputed alignments."
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "WCHQ6ev56vpI",
"metadata": {
"execution": {
"iopub.execute_input": "2025-05-03T22:19:51.688566Z",
"iopub.status.busy": "2025-05-03T22:19:51.688179Z",
"iopub.status.idle": "2025-05-03T22:19:52.134685Z",
"shell.execute_reply": "2025-05-03T22:19:52.133895Z",
"shell.execute_reply.started": "2025-05-03T22:19:51.688534Z"
},
"id": "WCHQ6ev56vpI",
"tags": []
},
"outputs": [],
"source": [
"import requests\n",
"from urllib.parse import urlencode\n",
"from io import BytesIO\n",
"from zipfile import ZipFile\n",
"\n",
"# base_url = 'https://cloud-api.yandex.net/v1/disk/public/resources/download?'\n",
"# public_key = 'https://disk.yandex.ru/d/PpgePfWcQTAbug'\n",
"\n",
"# final_url = base_url + urlencode(dict(public_key=public_key))\n",
"# response = requests.get(final_url)\n",
"# download_url = response.json()['href']\n",
"# response = requests.get(download_url)\n",
"\n",
"path_to_dataset = 'data/ljspeech' # Choose any appropriate local path\n",
"\n",
"# # If running in Colab:\n",
"# # path_to_dataset = '/content/ljspeech_aligned'\n",
"\n",
"# zipfile = ZipFile(BytesIO(response.content))\n",
"# zipfile.extractall(path=path_to_dataset)"
]
},
{
"cell_type": "markdown",
"id": "13f0767a-cea0-4cce-b851-dec751c6a91c",
"metadata": {
"id": "13f0767a-cea0-4cce-b851-dec751c6a91c"
},
"source": [
"### Hi-Fi GAN checkpoint"
]
},
{
"cell_type": "markdown",
"id": "d2811e21-c864-413e-9e9a-c53a7b651dbf",
"metadata": {
"execution": {
"iopub.execute_input": "2024-03-03T13:22:30.324480Z",
"iopub.status.busy": "2024-03-03T13:22:30.323558Z",
"iopub.status.idle": "2024-03-03T13:22:30.398663Z",
"shell.execute_reply": "2024-03-03T13:22:30.397377Z",
"shell.execute_reply.started": "2024-03-03T13:22:30.324430Z"
},
"id": "d2811e21-c864-413e-9e9a-c53a7b651dbf"
},
"source": [
"\n",
"Download a pretrained Hi-Fi GAN checkpoint (to generate audio from the predicted mel-spectrograms)."
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "2306394e-8d09-437a-9eda-a7383749ba8f",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"execution": {
"iopub.execute_input": "2025-05-03T22:19:52.136683Z",
"iopub.status.busy": "2025-05-03T22:19:52.135863Z",
"iopub.status.idle": "2025-05-03T22:19:52.161392Z",
"shell.execute_reply": "2025-05-03T22:19:52.160697Z",
"shell.execute_reply.started": "2025-05-03T22:19:52.136647Z"
},
"id": "2306394e-8d09-437a-9eda-a7383749ba8f",
"outputId": "ac9e584b-25df-41d9-e342-0befeb568b6b",
"scrolled": true,
"tags": []
},
"outputs": [],
"source": [
"# !wget --content-disposition https://api.ngc.nvidia.com/v2/models/nvidia/dle/hifigan__pyt_ckpt_ds-ljs22khz/versions/21.08.0_amp/zip -O hifigan_ckpt.zip\n",
"# !unzip hifigan_ckpt.zip\n",
"# !rm hifigan_ckpt.zip"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "7b6f6634-2eb0-491e-8f80-6b36122b1ef7",
"metadata": {
"execution": {
"iopub.execute_input": "2025-05-03T22:19:52.162741Z",
"iopub.status.busy": "2025-05-03T22:19:52.162247Z",
"iopub.status.idle": "2025-05-03T22:19:52.178411Z",
"shell.execute_reply": "2025-05-03T22:19:52.177729Z",
"shell.execute_reply.started": "2025-05-03T22:19:52.162705Z"
},
"tags": []
},
"outputs": [],
"source": [
"# In colab:\n",
"# !wget --content-disposition https://api.ngc.nvidia.com/v2/models/nvidia/dle/hifigan__pyt_ckpt_ds-ljs22khz/versions/21.08.0_amp/zip -O /content/hifigan_ckpt.zip\n",
"# !unzip /content/hifigan_ckpt.zip\n",
"# !rm /content/hifigan_ckpt.zip"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "78d3a5e8-094a-409b-b1a3-b17960ea3f2a",
"metadata": {
"execution": {
"iopub.execute_input": "2025-05-03T22:19:52.179742Z",
"iopub.status.busy": "2025-05-03T22:19:52.179148Z",
"iopub.status.idle": "2025-05-03T22:19:52.193618Z",
"shell.execute_reply": "2025-05-03T22:19:52.192993Z",
"shell.execute_reply.started": "2025-05-03T22:19:52.179710Z"
},
"tags": []
},
"outputs": [],
"source": [
"path_to_hfg_ckpt = \"hifigan_gen_checkpoint_6500.pt\" "
]
},
{
"cell_type": "markdown",
"id": "5e6d3354-5dba-4515-8e52-89767be5d3d4",
"metadata": {
"id": "5e6d3354-5dba-4515-8e52-89767be5d3d4"
},
"source": [
"### Imports"
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "8a5443e3-c534-4fd0-8346-28257604c9ed",
"metadata": {
"execution": {
"iopub.execute_input": "2025-05-03T22:19:52.194698Z",
"iopub.status.busy": "2025-05-03T22:19:52.194350Z",
"iopub.status.idle": "2025-05-03T22:19:52.215688Z",
"shell.execute_reply": "2025-05-03T22:19:52.215010Z",
"shell.execute_reply.started": "2025-05-03T22:19:52.194672Z"
},
"tags": []
},
"outputs": [],
"source": [
"# %pip install g2p-en"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "0b5208b7-46cd-47bc-b43d-fc0a3d7b990d",
"metadata": {
"execution": {
"iopub.execute_input": "2025-05-03T22:19:52.219120Z",
"iopub.status.busy": "2025-05-03T22:19:52.217918Z",
"iopub.status.idle": "2025-05-03T22:19:55.739768Z",
"shell.execute_reply": "2025-05-03T22:19:55.739103Z",
"shell.execute_reply.started": "2025-05-03T22:19:52.219079Z"
},
"id": "0b5208b7-46cd-47bc-b43d-fc0a3d7b990d",
"tags": []
},
"outputs": [],
"source": [
"import sys\n",
"import os\n",
"import json\n",
"import dataclasses\n",
"import subprocess as sp\n",
"import matplotlib.pylab as plt\n",
"import soundfile as sf\n",
"\n",
"from g2p_en import G2p\n",
"import IPython.display as Ipd"
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "20c37710-b286-4dc0-af65-0f06cb8227cf",
"metadata": {
"execution": {
"iopub.execute_input": "2025-05-03T22:19:55.741232Z",
"iopub.status.busy": "2025-05-03T22:19:55.740693Z",
"iopub.status.idle": "2025-05-03T22:19:55.752593Z",
"shell.execute_reply": "2025-05-03T22:19:55.751983Z",
"shell.execute_reply.started": "2025-05-03T22:19:55.741199Z"
},
"tags": []
},
"outputs": [],
"source": [
"import numpy as np\n",
"import torch.nn.functional as F\n",
"import matplotlib.pyplot as plt"
]
},
{
"cell_type": "code",
"execution_count": 12,
"id": "3562828d-37c6-41a7-9780-5269f4c20c0a",
"metadata": {
"execution": {
"iopub.execute_input": "2025-05-03T22:19:55.754188Z",
"iopub.status.busy": "2025-05-03T22:19:55.753325Z",
"iopub.status.idle": "2025-05-03T22:19:55.802959Z",
"shell.execute_reply": "2025-05-03T22:19:55.802264Z",
"shell.execute_reply.started": "2025-05-03T22:19:55.754153Z"
},
"id": "3562828d-37c6-41a7-9780-5269f4c20c0a",
"tags": []
},
"outputs": [],
"source": [
"sys.path.append(path_to_sources)"
]
},
{
"cell_type": "markdown",
"id": "3ed4cee2-5589-443c-81d3-3bc51e55c3eb",
"metadata": {
"id": "3ed4cee2-5589-443c-81d3-3bc51e55c3eb"
},
"source": [
"# 02. See a data sample (1 point)"
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "2d9b1ba7-124e-4c0b-a13f-92d31fbfa41d",
"metadata": {
"execution": {
"iopub.execute_input": "2025-05-03T22:19:55.804568Z",
"iopub.status.busy": "2025-05-03T22:19:55.803776Z",
"iopub.status.idle": "2025-05-03T22:19:56.598636Z",
"shell.execute_reply": "2025-05-03T22:19:56.597959Z",
"shell.execute_reply.started": "2025-05-03T22:19:55.804533Z"
},
"id": "2d9b1ba7-124e-4c0b-a13f-92d31fbfa41d",
"tags": []
},
"outputs": [],
"source": [
"from sources.fastpitch.hparams import HParamsFastpitch\n",
"from sources.fastpitch.data import prepare_loaders\n",
"from sources.fastpitch.data import SymbolsSet"
]
},
{
"cell_type": "markdown",
"id": "FqDAP7aA_E1H",
"metadata": {
"id": "FqDAP7aA_E1H"
},
"source": [
"The mfa alignment provides phonemes and their durations, which we will need during training:"
]
},
{
"cell_type": "code",
"execution_count": 14,
"id": "_WBHdedW_WRj",
"metadata": {
"execution": {
"iopub.execute_input": "2025-05-03T22:19:56.600497Z",
"iopub.status.busy": "2025-05-03T22:19:56.599534Z",
"iopub.status.idle": "2025-05-03T22:19:56.629868Z",
"shell.execute_reply": "2025-05-03T22:19:56.629218Z",
"shell.execute_reply.started": "2025-05-03T22:19:56.600460Z"
},
"id": "_WBHdedW_WRj",
"tags": []
},
"outputs": [
{
"data": {
"text/plain": [
"{'start': 0,\n",
" 'end': 9.655062,\n",
" 'tiers': {'words': {'type': 'interval',\n",
" 'entries': [[0.0, 0.69, 'printing'],\n",
" [0.69, 0.82, '<eps>'],\n",
" [0.82, 1.01, 'in'],\n",
" [1.01, 1.15, 'the'],\n",
" [1.15, 1.45, 'only'],\n",
" [1.45, 1.97, 'sense'],\n",
" [1.97, 2.14, 'with'],\n",
" [2.14, 2.39, 'which'],\n",
" [2.39, 2.54, 'we'],\n",
" [2.54, 2.71, 'are'],\n",
" [2.71, 2.89, 'at'],\n",
" [2.89, 3.28, 'present'],\n",
" [3.28, 4.0, 'concerned'],\n",
" [4.0, 4.41, '<eps>'],\n",
" [4.41, 5.01, 'differs'],\n",
" [5.01, 5.04, '<eps>'],\n",
" [5.04, 5.28, 'from'],\n",
" [5.28, 5.65, 'most'],\n",
" [5.65, 5.82, 'if'],\n",
" [5.82, 6.1, 'not'],\n",
" [6.1, 6.29, 'from'],\n",
" [6.29, 6.63, 'all'],\n",
" [6.63, 6.78, 'the'],\n",
" [6.78, 7.09, 'arts'],\n",
" [7.09, 7.22, 'and'],\n",
" [7.22, 7.8, 'crafts'],\n",
" [7.8, 8.45, 'represented'],\n",
" [8.45, 8.66, 'in'],\n",
" [8.66, 8.79, 'the'],\n",
" [8.79, 9.6, 'exhibition'],\n",
" [9.6, 9.655062, '<eps>']]},\n",
" 'phones': {'type': 'interval',\n",
" 'entries': [[0.0, 0.04, 'P'],\n",
" [0.04, 0.07, 'R'],\n",
" [0.07, 0.18, 'IH1'],\n",
" [0.18, 0.21, 'N'],\n",
" [0.21, 0.28, 'T'],\n",
" [0.28, 0.46, 'IH0'],\n",
" [0.46, 0.69, 'NG'],\n",
" [0.69, 0.82, 'sil'],\n",
" [0.82, 0.94, 'IH1'],\n",
" [0.94, 1.01, 'N'],\n",
" [1.01, 1.03, 'DH'],\n",
" [1.03, 1.15, 'IY0'],\n",
" [1.15, 1.27, 'OW1'],\n",
" [1.27, 1.34, 'N'],\n",
" [1.34, 1.39, 'L'],\n",
" [1.39, 1.45, 'IY0'],\n",
" [1.45, 1.64, 'S'],\n",
" [1.64, 1.76, 'EH1'],\n",
" [1.76, 1.84, 'N'],\n",
" [1.84, 1.97, 'S'],\n",
" [1.97, 2.01, 'W'],\n",
" [2.01, 2.05, 'IH0'],\n",
" [2.05, 2.14, 'TH'],\n",
" [2.14, 2.19, 'W'],\n",
" [2.19, 2.26, 'IH1'],\n",
" [2.26, 2.39, 'CH'],\n",
" [2.39, 2.44, 'W'],\n",
" [2.44, 2.54, 'IY1'],\n",
" [2.54, 2.65, 'AA1'],\n",
" [2.65, 2.71, 'R'],\n",
" [2.71, 2.78, 'AE1'],\n",
" [2.78, 2.89, 'T'],\n",
" [2.89, 2.95, 'P'],\n",
" [2.95, 2.98, 'R'],\n",
" [2.98, 3.05, 'EH1'],\n",
" [3.05, 3.13, 'Z'],\n",
" [3.13, 3.17, 'AH0'],\n",
" [3.17, 3.2, 'N'],\n",
" [3.2, 3.28, 'T'],\n",
" [3.28, 3.34, 'K'],\n",
" [3.34, 3.37, 'AH0'],\n",
" [3.37, 3.43, 'N'],\n",
" [3.43, 3.57, 'S'],\n",
" [3.57, 3.82, 'ER1'],\n",
" [3.82, 3.89, 'N'],\n",
" [3.89, 4.0, 'D'],\n",
" [4.0, 4.41, 'sil'],\n",
" [4.41, 4.47, 'D'],\n",
" [4.47, 4.55, 'IH1'],\n",
" [4.55, 4.64, 'F'],\n",
" [4.64, 4.8, 'ER0'],\n",
" [4.8, 5.01, 'Z'],\n",
" [5.01, 5.04, 'sil'],\n",
" [5.04, 5.11, 'F'],\n",
" [5.11, 5.14, 'R'],\n",
" [5.14, 5.17, 'AH1'],\n",
" [5.17, 5.28, 'M'],\n",
" [5.28, 5.32, 'M'],\n",
" [5.32, 5.49, 'OW1'],\n",
" [5.49, 5.59, 'S'],\n",
" [5.59, 5.65, 'T'],\n",
" [5.65, 5.7, 'IH0'],\n",
" [5.7, 5.82, 'F'],\n",
" [5.82, 5.88, 'N'],\n",
" [5.88, 5.99, 'AA1'],\n",
" [5.99, 6.1, 'T'],\n",
" [6.1, 6.16, 'F'],\n",
" [6.16, 6.19, 'R'],\n",
" [6.19, 6.22, 'AH1'],\n",
" [6.22, 6.29, 'M'],\n",
" [6.29, 6.59, 'AO1'],\n",
" [6.59, 6.63, 'L'],\n",
" [6.63, 6.69, 'DH'],\n",
" [6.69, 6.78, 'IY0'],\n",
" [6.78, 6.87, 'AA1'],\n",
" [6.87, 6.94, 'R'],\n",
" [6.94, 7.02, 'T'],\n",
" [7.02, 7.09, 'S'],\n",
" [7.09, 7.13, 'AH0'],\n",
" [7.13, 7.17, 'N'],\n",
" [7.17, 7.22, 'D'],\n",
" [7.22, 7.32, 'K'],\n",
" [7.32, 7.36, 'R'],\n",
" [7.36, 7.51, 'AE1'],\n",
" [7.51, 7.63, 'F'],\n",
" [7.63, 7.68, 'T'],\n",
" [7.68, 7.8, 'S'],\n",
" [7.8, 7.88, 'R'],\n",
" [7.88, 7.93, 'EH2'],\n",
" [7.93, 8.02, 'P'],\n",
" [8.02, 8.05, 'R'],\n",
" [8.05, 8.09, 'IH0'],\n",
" [8.09, 8.16, 'Z'],\n",
" [8.16, 8.24, 'EH1'],\n",
" [8.24, 8.27, 'N'],\n",
" [8.27, 8.34, 'T'],\n",
" [8.34, 8.39, 'IH0'],\n",
" [8.39, 8.45, 'D'],\n",
" [8.45, 8.61, 'IH0'],\n",
" [8.61, 8.66, 'N'],\n",
" [8.66, 8.68, 'DH'],\n",
" [8.68, 8.79, 'IY0'],\n",
" [8.79, 8.85, 'EH2'],\n",
" [8.85, 8.94, 'K'],\n",
" [8.94, 9.03, 'S'],\n",
" [9.03, 9.07, 'AH0'],\n",
" [9.07, 9.15, 'B'],\n",
" [9.15, 9.23, 'IH1'],\n",
" [9.23, 9.36, 'SH'],\n",
" [9.36, 9.43, 'AH0'],\n",
" [9.43, 9.6, 'N'],\n",
" [9.6, 9.655062, 'sil']]}}}"
]
},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"with open(os.path.join(path_to_dataset, 'mfa_aligned', 'LJ001-0001.json')) as f:\n",
" utterance = json.load(f)\n",
"\n",
"utterance"
]
},
{
"cell_type": "markdown",
"id": "YhRhYzEMANqN",
"metadata": {
"id": "YhRhYzEMANqN"
},
"source": [
"Phoneme `sil` here denotes pause -- a period of silence between spoken phonemes. The phonemes are from [ARPA](https://en.wikipedia.org/wiki/ARPABET) alphabet."
]
},
{
"cell_type": "code",
"execution_count": 15,
"id": "9ae6c396-7b8b-4e4c-99cb-d63bb606c580",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"execution": {
"iopub.execute_input": "2025-05-03T22:19:56.631083Z",
"iopub.status.busy": "2025-05-03T22:19:56.630682Z",
"iopub.status.idle": "2025-05-03T22:21:18.310317Z",
"shell.execute_reply": "2025-05-03T22:21:18.309477Z",
"shell.execute_reply.started": "2025-05-03T22:19:56.631051Z"
},
"id": "9ae6c396-7b8b-4e4c-99cb-d63bb606c580",
"outputId": "f0086f71-e688-4715-8497-b4265fbf69d0",
"tags": []
},
"outputs": [],
"source": [
"hparams = HParamsFastpitch()\n",
"train_loader, val_loader = prepare_loaders(path_to_dataset, hparams)"
]
},
{
"cell_type": "code",
"execution_count": 16,
"id": "u31B2Ofw9Zl4",
"metadata": {
"execution": {
"iopub.execute_input": "2025-05-03T22:21:18.311972Z",
"iopub.status.busy": "2025-05-03T22:21:18.311131Z",
"iopub.status.idle": "2025-05-03T22:21:24.195982Z",
"shell.execute_reply": "2025-05-03T22:21:24.195139Z",
"shell.execute_reply.started": "2025-05-03T22:21:18.311936Z"
},
"id": "u31B2Ofw9Zl4",
"tags": []
},
"outputs": [],
"source": [
"train_iter = iter(train_loader)\n",
"batch = next(train_iter)"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "1b77d5d6-9f50-402c-804f-ca41587fbdf7",
"metadata": {
"tags": []
},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": 17,
"id": "K5Jb_3Aw9tRZ",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"execution": {
"iopub.execute_input": "2025-05-03T22:21:24.198977Z",
"iopub.status.busy": "2025-05-03T22:21:24.197782Z",
"iopub.status.idle": "2025-05-03T22:21:24.220065Z",
"shell.execute_reply": "2025-05-03T22:21:24.219085Z",
"shell.execute_reply.started": "2025-05-03T22:21:24.198938Z"
},
"id": "K5Jb_3Aw9tRZ",
"outputId": "d766ec17-2980-418f-e38b-1ee28817f18b",
"tags": []
},
"outputs": [
{
"data": {
"text/plain": [
"['texts',\n",
" 'text_lengths',\n",
" 'mels',\n",
" 'mel_lengths',\n",
" 'pitches',\n",
" 'durations',\n",
" 'paces']"
]
},
"execution_count": 17,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"list(dataclasses.asdict(batch).keys())"
]
},
{
"cell_type": "code",
"execution_count": 18,
"id": "qu_9scr2-0N4",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"execution": {
"iopub.execute_input": "2025-05-03T22:21:24.222065Z",
"iopub.status.busy": "2025-05-03T22:21:24.221330Z",
"iopub.status.idle": "2025-05-03T22:21:24.255078Z",
"shell.execute_reply": "2025-05-03T22:21:24.254177Z",
"shell.execute_reply.started": "2025-05-03T22:21:24.222032Z"
},
"id": "qu_9scr2-0N4",
"outputId": "de84900a-b7e7-4fec-e2ba-2337b1c7d320",
"tags": []
},
"outputs": [
{
"data": {
"text/plain": [
"torch.Size([10, 80, 860])"
]
},
"execution_count": 18,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"batch.mels.shape"
]
},
{
"cell_type": "code",
"execution_count": 19,
"id": "f4c54d1b-68e4-451d-b42b-87cf71df9a87",
"metadata": {
"execution": {
"iopub.execute_input": "2025-05-03T22:21:24.259882Z",
"iopub.status.busy": "2025-05-03T22:21:24.255963Z",
"iopub.status.idle": "2025-05-03T22:21:24.272997Z",
"shell.execute_reply": "2025-05-03T22:21:24.270939Z",
"shell.execute_reply.started": "2025-05-03T22:21:24.259845Z"
},
"tags": []
},
"outputs": [
{
"data": {
"text/plain": [
"torch.Size([10, 109])"
]
},
"execution_count": 19,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"batch.pitches.shape"
]
},
{
"cell_type": "code",
"execution_count": 20,
"id": "f82c3a76-bb00-48d1-8e2b-b18514baf83d",
"metadata": {
"execution": {
"iopub.execute_input": "2025-05-03T22:21:24.274207Z",
"iopub.status.busy": "2025-05-03T22:21:24.273832Z",
"iopub.status.idle": "2025-05-03T22:21:24.294311Z",
"shell.execute_reply": "2025-05-03T22:21:24.293426Z",
"shell.execute_reply.started": "2025-05-03T22:21:24.274181Z"
},
"tags": []
},
"outputs": [
{
"data": {
"text/plain": [
"torch.Size([10, 109])"
]
},
"execution_count": 20,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"batch.durations.shape"
]
},
{
"cell_type": "code",
"execution_count": 21,
"id": "b7103e3f-d52a-4405-8dc4-59fa364f9805",
"metadata": {
"execution": {
"iopub.execute_input": "2025-05-03T22:21:24.295998Z",
"iopub.status.busy": "2025-05-03T22:21:24.295549Z",
"iopub.status.idle": "2025-05-03T22:21:24.324087Z",
"shell.execute_reply": "2025-05-03T22:21:24.323094Z",
"shell.execute_reply.started": "2025-05-03T22:21:24.295972Z"
},
"tags": []
},
"outputs": [],
"source": [
"# batch"
]
},
{
"cell_type": "markdown",
"id": "a71fd436-c5f2-4df4-ac89-63b7586613b7",
"metadata": {},
"source": [
"## Task\n",
"\n",
"**(0.5 points)** Draw a combined image showing both the mel-spectrogram and pitch for a sample from the batch. Use durations to ensure proper alignment of their shapes in the image. \n",
"**(0.5 points)** Include phoneme labels near the time axis on the image from the previous step. (like in Figure 3 in the [paper](https://arxiv.org/pdf/2006.06873.pdf)). You may find the code from the seminar helpful."
]
},
{
"cell_type": "code",
"execution_count": 22,
"id": "930fb7f4-3a41-4d3f-b370-e101512393aa",
"metadata": {
"execution": {
"iopub.execute_input": "2025-05-03T22:21:24.326008Z",
"iopub.status.busy": "2025-05-03T22:21:24.324891Z",
"iopub.status.idle": "2025-05-03T22:21:24.373527Z",
"shell.execute_reply": "2025-05-03T22:21:24.372490Z",
"shell.execute_reply.started": "2025-05-03T22:21:24.325958Z"
},
"tags": []
},
"outputs": [],
"source": [
"mel_spec = batch.mels[3].cpu().numpy()\n",
"durations = batch.durations[3].cpu().numpy()"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "e1aaa61d-27eb-4170-8d39-08b5d4edc148",
"metadata": {
"tags": []
},
"outputs": [],
"source": []
},
{
"cell_type": "markdown",
"id": "cded88b9-abb6-4b3a-bfec-1f31d8fbec5e",
"metadata": {
"id": "cded88b9-abb6-4b3a-bfec-1f31d8fbec5e"
},
"source": [
"# 03. Implement FastPitch model (9 points)"
]
},
{
"cell_type": "markdown",
"id": "4c224ecd-1529-4c14-b7e4-d9bb2d63f2e4",
"metadata": {},
"source": [
"Please implement the FastPitch model in the cell provided below. Running this cell will overwrite the model file in the repository. \n",
"- Run training (see next cells)\n",
"- Run inference (see next cells)\n",
"- When submitting the homework, please include\n",
" - the Word Error Rate (WER) and loss curves obtained from TensorBoard as attachments,\n",
" - the generated audio (see inference cells). If attaching an archive, use the name: `prediction.wav`\n",
"\n",
"By the end of training, the loss should reach approximately 0.69, and WER should be close to zero (around 0.006). The training process will take about 30 minutes (3,000 batches).\n",
"\n",
"**Important:** By the end of the training, the generated audio sample must be clear in terms of speech (WER close to 0) and maintain audio quality comparable to the original recordings (as logged in TensorBoard). **If these conditions are not met, the entire section will receive zero points**, regardless of how closely the model code resembles working code. Here is an example of how an audio from a well-trained model may sound:"
]
},
{
"cell_type": "code",
"execution_count": 23,
"id": "4f7764e4-b02f-4097-97e6-b5e7835985c8",
"metadata": {
"execution": {
"iopub.execute_input": "2025-05-03T22:21:24.375602Z",
"iopub.status.busy": "2025-05-03T22:21:24.374367Z",
"iopub.status.idle": "2025-05-03T22:21:24.454436Z",
"shell.execute_reply": "2025-05-03T22:21:24.453466Z",
"shell.execute_reply.started": "2025-05-03T22:21:24.375570Z"
},
"tags": []
},
"outputs": [
{
"data": {
"text/html": [
"\n",
" <audio controls=\"controls\" >\n",
" <source src=\"data:audio/wav;base64,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\" type=\"audio/wav\" />\n",
" Your browser does not support the audio element.\n",
" </audio>\n",
" "
],
"text/plain": [
"<ml_kernel._vendor.IPython.lib.display.Audio object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"audio, sr = sf.read('prediction_example.wav')\n",
"Ipd.display(Ipd.Audio(audio, rate=sr))"
]
},
{
"cell_type": "code",
"execution_count": 24,
"id": "ea5ff15d-02fb-4830-bc82-2b6405829721",
"metadata": {
"execution": {
"iopub.execute_input": "2025-05-03T22:21:24.456540Z",
"iopub.status.busy": "2025-05-03T22:21:24.455850Z",
"iopub.status.idle": "2025-05-03T22:21:24.485125Z",
"shell.execute_reply": "2025-05-03T22:21:24.484094Z",
"shell.execute_reply.started": "2025-05-03T22:21:24.456508Z"
},
"tags": []
},
"outputs": [
{
"data": {
"text/plain": [
"71"
]
},
"execution_count": 24,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import torch\n",
"from torch import nn as nn\n",
"from sources.fastpitch.data import FastPitchBatch, SymbolsSet\n",
"len(SymbolsSet().symbols_to_id)"
]
},
{
"cell_type": "code",
"execution_count": 25,
"id": "5992c5af-9eec-492d-9e9f-d2ae73a952c9",
"metadata": {
"execution": {
"iopub.execute_input": "2025-05-03T22:21:24.487228Z",
"iopub.status.busy": "2025-05-03T22:21:24.486039Z",
"iopub.status.idle": "2025-05-03T22:21:24.590279Z",
"shell.execute_reply": "2025-05-03T22:21:24.589407Z",
"shell.execute_reply.started": "2025-05-03T22:21:24.487173Z"
},
"tags": []
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"torch.Size([10, 109])\n",
"torch.Size([109])\n",
"torch.Size([10, 109, 384])\n",
"torch.Size([10, 109, 384, 1])\n"
]
}
],
"source": [
"# nn.Embedding(71, 384)\n",
"print(batch.texts.shape)\n",
"embedding = nn.Embedding(71, 384)(batch.texts)\n",
"idx = torch.arange(0, batch.text_lengths.max())\n",
"print(idx.shape)\n",
"print(embedding.shape)\n",
"print(embedding.unsqueeze(-1).shape)"
]
},
{
"cell_type": "code",
"execution_count": 26,
"id": "94899563-e8d7-44f4-8669-b67a612b21d1",
"metadata": {
"execution": {
"iopub.execute_input": "2025-05-03T22:21:24.592685Z",
"iopub.status.busy": "2025-05-03T22:21:24.591169Z",
"iopub.status.idle": "2025-05-03T22:21:24.629460Z",
"shell.execute_reply": "2025-05-03T22:21:24.628646Z",
"shell.execute_reply.started": "2025-05-03T22:21:24.592629Z"
},
"id": "94899563-e8d7-44f4-8669-b67a612b21d1",
"tags": []
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Overwriting /home/jupyter/datasphere/project/speech_course/week_08_tts_am_vocoders/sources/fastpitch/model.py\n"
]
}
],
"source": [
"%%writefile /home/jupyter/datasphere/project/speech_course/week_08_tts_am_vocoders/sources/fastpitch/model.py\n",
"\n",
"import torch\n",
"from torch import nn as nn\n",
"\n",
"from sources.fastpitch.common.layers import TemporalPredictor\n",
"from sources.fastpitch.common.utils import DeviceGetterMixin\n",
"from sources.fastpitch.common.utils import regulate_len\n",
"from sources.fastpitch.data import FastPitchBatch, SymbolsSet\n",
"from sources.fastpitch.hparams import HParamsFastpitch\n",
"from sources.fastpitch.common.transformer import FFTransformer\n",
"\n",
"\n",
"class FastPitch(nn.Module, DeviceGetterMixin):\n",
" def __init__(self, hparams: HParamsFastpitch):\n",
" super().__init__()\n",
" self.hparams = hparams\n",
" n_symbols = len(SymbolsSet().symbols_to_id)\n",
"\n",
" self.symbol_emb = nn.Embedding(n_symbols, hparams.symbols_embedding_dim)\n",
"\n",
" self.encoder = FFTransformer(\n",
" n_layer=hparams.in_fft_n_layers,\n",
" n_head=hparams.in_fft_n_heads,\n",
" d_model=hparams.symbols_embedding_dim,\n",
" d_head=hparams.in_fft_d_head,\n",
" d_inner=4 * hparams.symbols_embedding_dim,\n",
" kernel_size=hparams.in_fft_conv1d_kernel_size,\n",
" dropout=hparams.p_in_fft_dropout,\n",
" dropatt=hparams.p_in_fft_dropatt,\n",
" dropemb=hparams.p_in_fft_dropemb\n",
" )\n",
"\n",
" self.duration_predictor = TemporalPredictor(\n",
" input_size=hparams.symbols_embedding_dim,\n",
" filter_size=hparams.dur_predictor_filter_size,\n",
" kernel_size=hparams.dur_predictor_kernel_size,\n",
" dropout=hparams.p_dur_predictor_dropout,\n",
" n_layers=hparams.dur_predictor_n_layers\n",
" )\n",
"\n",
" self.pitch_predictor = TemporalPredictor(\n",
" input_size=hparams.symbols_embedding_dim,\n",
" filter_size=hparams.pitch_predictor_filter_size,\n",
" kernel_size=hparams.pitch_predictor_kernel_size,\n",
" dropout=hparams.p_pitch_predictor_dropout,\n",
" n_layers=hparams.pitch_predictor_n_layers\n",
" )\n",
"\n",
" self.pitch_emb = nn.Conv1d(1, hparams.symbols_embedding_dim, kernel_size=3, padding=1)\n",
"\n",
" self.decoder = FFTransformer(\n",
" n_layer=hparams.out_fft_n_layers,\n",
" n_head=hparams.out_fft_n_heads,\n",
" d_model=hparams.symbols_embedding_dim,\n",
" d_head=hparams.out_fft_d_head,\n",
" d_inner=4 * hparams.symbols_embedding_dim,\n",
" kernel_size=hparams.out_fft_conv1d_kernel_size,\n",
" dropout=hparams.p_out_fft_dropout,\n",
" dropatt=hparams.p_out_fft_dropatt,\n",
" dropemb=hparams.p_out_fft_dropemb\n",
" )\n",
"\n",
" self.proj = nn.Linear(hparams.symbols_embedding_dim, hparams.n_mel_channels, bias=True)\n",
"\n",
" def get_encoder_out(self, batch: FastPitchBatch):\n",
" '''\n",
" Return: \n",
" enc_out: \n",
" Output of the first series of FFT blocks (before adding pitch embedding)\n",
" shape: (batch, len(text), symbols_embedding_dim)\n",
" enc_mask:\n",
" Boolean padding mask for the input text sequences\n",
" shape: (batch, len(text), 1)\n",
" '''\n",
" # <YOUR CODE HERE>\n",
" embedding = self.symbol_emb(batch.texts)\n",
" enc_out, enc_mask = self.encoder(embedding, lens=batch.text_lengths)\n",
" \n",
" return enc_out, enc_mask\n",
"\n",
" def forward(self, batch: FastPitchBatch, use_gt_durations=True, use_gt_pitch=True, max_duration=75):\n",
" '''\n",
" Flags `use_gt_durations` and `use_gt_pitch` should be both True during training and either True or False during inference.\n",
"\n",
" Use the function `regulate_len` to duplicate phonemes according to durations before passing them to the decoder.\n",
" \n",
" Return:\n",
" mel_out:\n",
" Predicted mel-spectrograms\n",
" shape: (batch, time, mel_bins)\n",
" mel_lens:\n",
" Number of time frames in each of the predicted spectrograms\n",
" shape: (batch,)\n",
" log_dur_pred:\n",
" The predicted log-durations for each phoneme (the output of the duration predictor).\n",
" shape: (batch, len(text))\n",
" dur_pred:\n",
" The exponent of the predicted log-durations for each phoneme. Clamped to the range (0, max_duration) for numeric stability\n",
" shape: (batch, len(text))\n",
" pitch_pred:\n",
" The predicted pitch for each phoneme\n",
" shape: (batch, len(text))\n",
" '''\n",
" # <YOUR CODE HERE>\n",
" enc_out, enc_mask = self.get_encoder_out(batch)\n",
" log_dur_pred = self.duration_predictor(enc_out, enc_mask)\n",
" duration_predict = torch.exp(log_dur_pred) - 1\n",
" dur_pred = torch.clamp(duration_predict, 0, max_duration)\n",
" pitch_pred = self.pitch_predictor(enc_out, enc_mask)\n",
" \n",
" if use_gt_durations:\n",
" durations = batch.durations\n",
" else:\n",
" durations = dur_pred\n",
" \n",
" if use_gt_pitch:\n",
" pitches = batch.pitches\n",
" else:\n",
" pitches = pitch_pred\n",
" \n",
" shift = self.pitch_emb(pitches.unsqueeze(1)).transpose(1, 2)\n",
" enc_out += shift\n",
" \n",
" enc_rep, mel_lens, reps = regulate_len(durations, enc_out)\n",
" dec_out, dec_mask = self.decoder(enc_rep, mel_lens)\n",
" mel_out = self.proj(dec_out) * dec_mask\n",
" \n",
" return mel_out, mel_lens, dur_pred, log_dur_pred, pitch_pred\n",
"\n",
" @torch.no_grad()\n",
" def infer(self, batch: FastPitchBatch, max_duration=75):\n",
" enc_out, dur_pred, pitch_pred = self.infer_encoder(batch, max_duration=max_duration)\n",
" mel_out, mel_lens = self.infer_decoder(enc_out, dur_pred) \n",
" return mel_out, mel_lens, dur_pred, pitch_pred\n",
"\n",
" def infer_encoder(self, batch: FastPitchBatch, max_duration=75):\n",
" # <YOUR CODE HERE>\n",
" enc_out, enc_mask = self.get_encoder_out(batch)\n",
" duration_predict_log = self.duration_predictor(enc_out, enc_mask)\n",
" duration_predict = torch.exp(duration_predict_log) - 1\n",
" dur_pred = torch.clamp(duration_predict, 0, max_duration)\n",
" pitch_pred = self.pitch_predictor(enc_out, enc_mask)\n",
" shift = self.pitch_emb(pitch_pred.unsqueeze(1)).transpose(1, 2)\n",
" enc_out += shift\n",
" return enc_out, dur_pred, pitch_pred\n",
"\n",
" def infer_decoder(self, enc_out, dur_pred):\n",
" # <YOUR CODE HERE>\n",
" enc_rep, mel_lens, reps = regulate_len(dur_pred, enc_out)\n",
" dec_out, dec_mask = self.decoder(enc_rep, mel_lens)\n",
" mel_out = self.proj(dec_out) * dec_mask\n",
" \n",
" return mel_out, mel_lens\n",
" "
]
},
{
"cell_type": "code",
"execution_count": 27,
"id": "7e56cee5-2819-4e64-8e02-f7b58fe54084",
"metadata": {
"execution": {
"iopub.execute_input": "2025-05-03T22:21:24.631663Z",
"iopub.status.busy": "2025-05-03T22:21:24.630256Z",
"iopub.status.idle": "2025-05-03T22:21:25.093070Z",
"shell.execute_reply": "2025-05-03T22:21:25.092295Z",
"shell.execute_reply.started": "2025-05-03T22:21:24.631631Z"
},
"tags": []
},
"outputs": [],
"source": [
" # Allows reloading code import without kernel restart\n",
"%load_ext autoreload\n",
"%autoreload 2"
]
},
{
"cell_type": "code",
"execution_count": 28,
"id": "44733b3d-8031-4c55-8a02-b1f7ba00eae8",
"metadata": {
"execution": {
"iopub.execute_input": "2025-05-03T22:21:25.098024Z",
"iopub.status.busy": "2025-05-03T22:21:25.097225Z",
"iopub.status.idle": "2025-05-03T22:21:25.171644Z",
"shell.execute_reply": "2025-05-03T22:21:25.170888Z",
"shell.execute_reply.started": "2025-05-03T22:21:25.097988Z"
},
"tags": []
},
"outputs": [],
"source": [
"from sources.fastpitch.model import FastPitch"
]
},
{
"cell_type": "code",
"execution_count": 29,
"id": "d500860d-72f1-49ba-9da7-d74f836a514c",
"metadata": {
"execution": {
"iopub.execute_input": "2025-05-03T22:21:25.173511Z",
"iopub.status.busy": "2025-05-03T22:21:25.172365Z",
"iopub.status.idle": "2025-05-03T22:21:25.621725Z",
"shell.execute_reply": "2025-05-03T22:21:25.620995Z",
"shell.execute_reply.started": "2025-05-03T22:21:25.173474Z"
},
"tags": []
},
"outputs": [],
"source": [
"fp = FastPitch(hparams)"
]
},
{
"cell_type": "code",
"execution_count": 30,
"id": "fdde33be-187f-41d9-92e0-91b105d0c5e0",
"metadata": {
"execution": {
"iopub.execute_input": "2025-05-03T22:21:25.623692Z",
"iopub.status.busy": "2025-05-03T22:21:25.622780Z",
"iopub.status.idle": "2025-05-03T22:21:26.142918Z",
"shell.execute_reply": "2025-05-03T22:21:26.142279Z",
"shell.execute_reply.started": "2025-05-03T22:21:25.623655Z"
},
"tags": []
},
"outputs": [],
"source": [
"enc_out, enc_mask = fp.get_encoder_out(batch)"
]
},
{
"cell_type": "code",
"execution_count": 31,
"id": "00a2d810-490d-45b3-9592-e90e12d91882",
"metadata": {
"execution": {
"iopub.execute_input": "2025-05-03T22:21:26.144517Z",
"iopub.status.busy": "2025-05-03T22:21:26.143742Z",
"iopub.status.idle": "2025-05-03T22:21:26.186851Z",
"shell.execute_reply": "2025-05-03T22:21:26.186201Z",
"shell.execute_reply.started": "2025-05-03T22:21:26.144477Z"
},
"tags": []
},
"outputs": [],
"source": [
"assert enc_out.shape == torch.Size([hparams.batch_size, batch.texts.shape[1], hparams.symbols_embedding_dim])\n",
"assert enc_mask.shape == torch.Size([hparams.batch_size, batch.texts.shape[1], 1])"
]
},
{
"cell_type": "code",
"execution_count": 32,
"id": "bf709b60-8765-471f-9f48-ad04fcf34bbe",
"metadata": {
"execution": {
"iopub.execute_input": "2025-05-03T22:21:26.188034Z",
"iopub.status.busy": "2025-05-03T22:21:26.187679Z",
"iopub.status.idle": "2025-05-03T22:21:27.696865Z",
"shell.execute_reply": "2025-05-03T22:21:27.696190Z",
"shell.execute_reply.started": "2025-05-03T22:21:26.188005Z"
},
"tags": []
},
"outputs": [],
"source": [
"mel_out, mel_lens, dur_pred, log_dur_pred, pitch_pred = fp.forward(batch)"
]
},
{
"cell_type": "code",
"execution_count": 33,
"id": "dcb1f96e-2dc2-4702-9711-dd196aadf3a7",
"metadata": {
"execution": {
"iopub.execute_input": "2025-05-03T22:21:27.698271Z",
"iopub.status.busy": "2025-05-03T22:21:27.697646Z",
"iopub.status.idle": "2025-05-03T22:21:27.732712Z",
"shell.execute_reply": "2025-05-03T22:21:27.731947Z",
"shell.execute_reply.started": "2025-05-03T22:21:27.698238Z"
},
"tags": []
},
"outputs": [],
"source": [
"assert mel_out.shape == batch.mels.transpose(2, 1).shape\n",
"assert mel_lens.shape == batch.mel_lengths.shape\n",
"assert dur_pred.shape == batch.texts.shape\n",
"assert dur_pred.shape == log_dur_pred.shape\n",
"assert pitch_pred.shape == batch.texts.shape"
]
},
{
"cell_type": "markdown",
"id": "97ba68b7-d3e8-4ea2-88dd-de4db7385ec9",
"metadata": {
"id": "97ba68b7-d3e8-4ea2-88dd-de4db7385ec9"
},
"source": [
"### Run training"
]
},
{
"cell_type": "code",
"execution_count": 34,
"id": "2e164200-31c5-4c38-8f23-93de7ecaeaa7",
"metadata": {
"execution": {
"iopub.execute_input": "2025-05-03T22:21:27.734108Z",
"iopub.status.busy": "2025-05-03T22:21:27.733579Z",
"iopub.status.idle": "2025-05-03T22:21:27.767389Z",
"shell.execute_reply": "2025-05-03T22:21:27.766715Z",
"shell.execute_reply.started": "2025-05-03T22:21:27.734061Z"
},
"tags": []
},
"outputs": [],
"source": [
"logs_dir = \"logs\" # Choose any paths\n",
"ckpt_dir = \"checkpoints\""
]
},
{
"cell_type": "code",
"execution_count": 35,
"id": "406ae58f-2cd6-4569-babc-7abb1c6b9630",
"metadata": {
"execution": {
"iopub.execute_input": "2025-05-03T22:21:27.768596Z",
"iopub.status.busy": "2025-05-03T22:21:27.768144Z",
"iopub.status.idle": "2025-05-03T22:21:27.849031Z",
"shell.execute_reply": "2025-05-03T22:21:27.848317Z",
"shell.execute_reply.started": "2025-05-03T22:21:27.768564Z"
},
"tags": []
},
"outputs": [],
"source": [
"os.makedirs(logs_dir, exist_ok=True)\n",
"os.makedirs(ckpt_dir, exist_ok=True)"
]
},
{
"cell_type": "code",
"execution_count": 36,
"id": "783a90a0-1356-4216-a47b-fe1d80fcefb8",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 1000
},
"execution": {
"iopub.execute_input": "2025-05-03T22:21:27.850637Z",
"iopub.status.busy": "2025-05-03T22:21:27.849813Z",
"iopub.status.idle": "2025-05-03T23:22:06.342430Z",
"shell.execute_reply": "2025-05-03T23:22:06.336957Z",
"shell.execute_reply.started": "2025-05-03T22:21:27.850604Z"
},
"id": "783a90a0-1356-4216-a47b-fe1d80fcefb8",
"outputId": "30504c3c-1ee6-46a5-d5d8-759bd31f4593",
"tags": []
},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"5687 03 10:22:13 INFO Loaded checkpoints/fp_step_00002000.pt\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"5687 03 10:22:15 INFO Epoch num: 1\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"HiFi-GAN: Removing weight norm.\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"5687 03 10:22:25 INFO train : 2001 loss 0.8907 elapsed 7.43 load 2.68\n",
"5687 03 10:22:30 INFO train : 2002 loss 0.8234 elapsed 4.30 load 0.00\n",
"5687 03 10:22:34 INFO train : 2003 loss 0.7673 elapsed 4.93 load 0.00\n",
"5687 03 10:22:39 INFO train : 2004 loss 0.8896 elapsed 4.57 load 0.00\n",
"5687 03 10:22:44 INFO train : 2005 loss 0.7834 elapsed 4.76 load 0.01\n",
"5687 03 10:22:48 INFO train : 2006 loss 0.8634 elapsed 4.45 load 0.00\n",
"5687 03 10:22:53 INFO train : 2007 loss 0.7797 elapsed 4.50 load 0.00\n",
"5687 03 10:22:57 INFO train : 2008 loss 0.7752 elapsed 4.71 load 0.00\n",
"5687 03 10:23:02 INFO train : 2009 loss 0.7964 elapsed 4.56 load 0.00\n",
"5687 03 10:23:06 INFO train : 2010 loss 0.7693 elapsed 4.07 load 0.00\n",
"5687 03 10:23:11 INFO train : 2011 loss 0.8449 elapsed 4.50 load 0.00\n",
"5687 03 10:23:15 INFO train : 2012 loss 0.7858 elapsed 4.61 load 0.00\n",
"5687 03 10:23:20 INFO train : 2013 loss 0.8212 elapsed 4.48 load 0.00\n",
"5687 03 10:23:24 INFO train : 2014 loss 0.8227 elapsed 4.55 load 0.00\n",
"5687 03 10:23:29 INFO train : 2015 loss 0.8141 elapsed 4.63 load 0.00\n",
"5687 03 10:23:33 INFO train : 2016 loss 0.8234 elapsed 4.37 load 0.00\n",
"5687 03 10:23:38 INFO train : 2017 loss 0.7897 elapsed 4.60 load 0.00\n",
"5687 03 10:23:42 INFO train : 2018 loss 0.8140 elapsed 4.44 load 0.00\n",
"5687 03 10:23:46 INFO train : 2019 loss 0.7846 elapsed 4.11 load 0.00\n",
"5687 03 10:23:51 INFO train : 2020 loss 0.7761 elapsed 4.42 load 0.00\n",
"5687 03 10:23:55 INFO train : 2021 loss 0.8131 elapsed 4.25 load 0.00\n",
"5687 03 10:23:59 INFO train : 2022 loss 0.8015 elapsed 4.33 load 0.00\n",
"5687 03 10:24:04 INFO train : 2023 loss 0.8052 elapsed 4.39 load 0.00\n",
"5687 03 10:24:08 INFO train : 2024 loss 0.7961 elapsed 4.62 load 0.00\n",
"5687 03 10:24:13 INFO train : 2025 loss 0.8342 elapsed 4.74 load 0.00\n",
"5687 03 10:24:17 INFO train : 2026 loss 0.7696 elapsed 4.26 load 0.00\n",
"5687 03 10:24:22 INFO train : 2027 loss 0.6906 elapsed 4.47 load 0.00\n",
"5687 03 10:24:26 INFO train : 2028 loss 0.6852 elapsed 3.83 load 0.00\n",
"5687 03 10:24:30 INFO train : 2029 loss 0.7508 elapsed 4.62 load 0.00\n",
"5687 03 10:24:35 INFO train : 2030 loss 0.8202 elapsed 4.62 load 0.00\n",
"5687 03 10:24:40 INFO train : 2031 loss 0.8305 elapsed 4.53 load 0.00\n",
"5687 03 10:24:44 INFO train : 2032 loss 0.9235 elapsed 4.52 load 0.00\n",
"5687 03 10:24:49 INFO train : 2033 loss 0.8659 elapsed 4.57 load 0.00\n",
"5687 03 10:24:53 INFO train : 2034 loss 0.8486 elapsed 4.24 load 0.00\n",
"5687 03 10:24:57 INFO train : 2035 loss 0.7942 elapsed 4.39 load 0.00\n",
"5687 03 10:25:02 INFO train : 2036 loss 0.8000 elapsed 4.74 load 0.00\n",
"5687 03 10:25:07 INFO train : 2037 loss 0.7458 elapsed 4.66 load 0.00\n",
"5687 03 10:25:11 INFO train : 2038 loss 0.8452 elapsed 4.59 load 0.00\n",
"5687 03 10:25:16 INFO train : 2039 loss 0.7870 elapsed 4.45 load 0.00\n",
"5687 03 10:25:20 INFO train : 2040 loss 0.7456 elapsed 4.12 load 0.00\n",
"5687 03 10:25:25 INFO train : 2041 loss 0.7578 elapsed 4.77 load 0.00\n",
"5687 03 10:25:29 INFO train : 2042 loss 0.7432 elapsed 4.65 load 0.00\n",
"5687 03 10:25:34 INFO train : 2043 loss 0.8221 elapsed 4.27 load 0.00\n",
"5687 03 10:25:38 INFO train : 2044 loss 0.8120 elapsed 4.63 load 0.00\n",
"5687 03 10:25:43 INFO train : 2045 loss 0.8130 elapsed 4.41 load 0.00\n",
"5687 03 10:25:47 INFO train : 2046 loss 0.7354 elapsed 4.54 load 0.00\n",
"5687 03 10:25:52 INFO train : 2047 loss 0.8161 elapsed 4.57 load 0.00\n",
"5687 03 10:25:55 INFO train : 2048 loss 0.7590 elapsed 3.49 load 0.00\n",
"5687 03 10:26:00 INFO train : 2049 loss 0.8960 elapsed 4.57 load 0.00\n",
"5687 03 10:26:04 INFO train : 2050 loss 0.8348 elapsed 4.46 load 0.00\n",
"5687 03 10:26:09 INFO train : 2051 loss 0.7740 elapsed 4.75 load 0.00\n",
"5687 03 10:26:14 INFO train : 2052 loss 0.8213 elapsed 4.73 load 0.00\n",
"5687 03 10:26:18 INFO train : 2053 loss 0.8245 elapsed 4.32 load 0.00\n",
"5687 03 10:26:22 INFO train : 2054 loss 0.8129 elapsed 4.11 load 0.00\n",
"5687 03 10:26:27 INFO train : 2055 loss 0.7801 elapsed 4.31 load 0.00\n",
"5687 03 10:26:31 INFO train : 2056 loss 0.7806 elapsed 4.73 load 0.00\n",
"5687 03 10:26:35 INFO train : 2057 loss 0.8172 elapsed 4.15 load 0.00\n",
"5687 03 10:26:40 INFO train : 2058 loss 0.8033 elapsed 4.25 load 0.00\n",
"5687 03 10:26:44 INFO train : 2059 loss 0.7408 elapsed 4.44 load 0.00\n",
"5687 03 10:26:49 INFO train : 2060 loss 0.8335 elapsed 4.59 load 0.00\n",
"5687 03 10:26:53 INFO train : 2061 loss 0.7996 elapsed 4.47 load 0.00\n",
"5687 03 10:26:57 INFO train : 2062 loss 0.7750 elapsed 4.05 load 0.00\n",
"5687 03 10:27:01 INFO train : 2063 loss 0.7234 elapsed 4.20 load 0.00\n",
"5687 03 10:27:06 INFO train : 2064 loss 0.7344 elapsed 4.61 load 0.00\n",
"5687 03 10:27:10 INFO train : 2065 loss 0.8552 elapsed 4.33 load 0.00\n",
"5687 03 10:27:15 INFO train : 2066 loss 0.8168 elapsed 4.20 load 0.00\n",
"5687 03 10:27:19 INFO train : 2067 loss 0.8055 elapsed 4.50 load 0.00\n",
"5687 03 10:27:24 INFO train : 2068 loss 0.8159 elapsed 4.61 load 0.00\n",
"5687 03 10:27:28 INFO train : 2069 loss 0.8752 elapsed 4.31 load 0.00\n",
"5687 03 10:27:32 INFO train : 2070 loss 0.7602 elapsed 3.73 load 0.00\n",
"5687 03 10:27:36 INFO train : 2071 loss 0.8209 elapsed 4.40 load 0.00\n",
"5687 03 10:27:40 INFO train : 2072 loss 0.8774 elapsed 4.14 load 0.00\n",
"5687 03 10:27:45 INFO train : 2073 loss 0.7567 elapsed 4.73 load 0.00\n",
"5687 03 10:27:49 INFO train : 2074 loss 0.8515 elapsed 4.40 load 0.00\n",
"5687 03 10:27:53 INFO train : 2075 loss 0.7429 elapsed 3.72 load 0.00\n",
"5687 03 10:27:58 INFO train : 2076 loss 0.8231 elapsed 4.53 load 0.00\n",
"5687 03 10:28:02 INFO train : 2077 loss 0.8567 elapsed 4.41 load 0.00\n",
"5687 03 10:28:07 INFO train : 2078 loss 0.8351 elapsed 4.62 load 0.00\n",
"5687 03 10:28:12 INFO train : 2079 loss 0.7833 elapsed 4.73 load 0.00\n",
"5687 03 10:28:16 INFO train : 2080 loss 0.9134 elapsed 4.35 load 0.00\n",
"5687 03 10:28:21 INFO train : 2081 loss 0.7876 elapsed 4.61 load 0.00\n",
"5687 03 10:28:24 INFO train : 2082 loss 0.9084 elapsed 3.90 load 0.00\n",
"5687 03 10:28:29 INFO train : 2083 loss 0.7934 elapsed 4.50 load 0.00\n",
"5687 03 10:28:33 INFO train : 2084 loss 0.8259 elapsed 3.93 load 0.00\n",
"5687 03 10:28:37 INFO train : 2085 loss 1.0122 elapsed 4.48 load 0.00\n",
"5687 03 10:28:42 INFO train : 2086 loss 0.7724 elapsed 4.76 load 0.00\n",
"5687 03 10:28:47 INFO train : 2087 loss 0.8055 elapsed 4.48 load 0.00\n",
"5687 03 10:28:51 INFO train : 2088 loss 0.8746 elapsed 4.44 load 0.00\n",
"5687 03 10:28:55 INFO train : 2089 loss 0.8475 elapsed 4.16 load 0.00\n",
"5687 03 10:29:00 INFO train : 2090 loss 0.8068 elapsed 4.40 load 0.00\n",
"5687 03 10:29:04 INFO train : 2091 loss 0.8631 elapsed 4.36 load 0.00\n",
"5687 03 10:29:09 INFO train : 2092 loss 0.8246 elapsed 4.70 load 0.00\n",
"5687 03 10:29:13 INFO train : 2093 loss 0.8453 elapsed 4.54 load 0.00\n",
"5687 03 10:29:17 INFO train : 2094 loss 0.8845 elapsed 4.10 load 0.00\n",
"5687 03 10:29:22 INFO train : 2095 loss 0.8645 elapsed 4.62 load 0.00\n",
"5687 03 10:29:26 INFO train : 2096 loss 0.8650 elapsed 4.19 load 0.00\n",
"5687 03 10:29:30 INFO train : 2097 loss 0.8216 elapsed 4.35 load 0.00\n",
"5687 03 10:29:35 INFO train : 2098 loss 0.8886 elapsed 4.70 load 0.00\n",
"5687 03 10:29:40 INFO train : 2099 loss 0.8077 elapsed 4.60 load 0.00\n",
"5687 03 10:29:44 INFO train : 2100 loss 0.7996 elapsed 4.47 load 0.01\n",
"5687 03 10:29:49 INFO train : 2101 loss 0.8185 elapsed 4.61 load 0.00\n",
"5687 03 10:29:53 INFO train : 2102 loss 0.8367 elapsed 4.15 load 0.00\n",
"5687 03 10:29:57 INFO train : 2103 loss 0.7756 elapsed 3.87 load 0.00\n",
"5687 03 10:30:01 INFO train : 2104 loss 0.7537 elapsed 4.48 load 0.00\n",
"5687 03 10:30:06 INFO train : 2105 loss 0.8747 elapsed 4.92 load 0.00\n",
"5687 03 10:30:11 INFO train : 2106 loss 0.8319 elapsed 4.34 load 0.00\n",
"5687 03 10:30:15 INFO train : 2107 loss 0.7794 elapsed 4.61 load 0.00\n",
"5687 03 10:30:19 INFO train : 2108 loss 0.8022 elapsed 4.19 load 0.00\n",
"5687 03 10:30:24 INFO train : 2109 loss 0.9908 elapsed 4.31 load 0.00\n",
"5687 03 10:30:28 INFO train : 2110 loss 0.8210 elapsed 4.00 load 0.00\n",
"5687 03 10:30:32 INFO train : 2111 loss 0.7981 elapsed 4.63 load 0.00\n",
"5687 03 10:30:36 INFO train : 2112 loss 0.7833 elapsed 3.91 load 0.00\n",
"5687 03 10:30:41 INFO train : 2113 loss 0.7582 elapsed 4.68 load 0.00\n",
"5687 03 10:30:45 INFO train : 2114 loss 0.7432 elapsed 4.17 load 0.00\n",
"5687 03 10:30:50 INFO train : 2115 loss 0.7104 elapsed 4.74 load 0.00\n",
"5687 03 10:30:55 INFO train : 2116 loss 0.7423 elapsed 4.55 load 0.00\n",
"5687 03 10:30:59 INFO train : 2117 loss 0.8232 elapsed 4.48 load 0.00\n",
"5687 03 10:31:03 INFO train : 2118 loss 0.8684 elapsed 3.98 load 0.00\n",
"5687 03 10:31:08 INFO train : 2119 loss 0.8124 elapsed 4.61 load 0.00\n",
"5687 03 10:31:12 INFO train : 2120 loss 0.7924 elapsed 4.06 load 0.00\n",
"5687 03 10:31:16 INFO train : 2121 loss 0.8082 elapsed 4.67 load 0.00\n",
"5687 03 10:31:21 INFO train : 2122 loss 0.8979 elapsed 4.42 load 0.00\n",
"5687 03 10:31:25 INFO train : 2123 loss 0.8619 elapsed 4.60 load 0.00\n",
"5687 03 10:31:29 INFO train : 2124 loss 0.7564 elapsed 3.54 load 0.00\n",
"5687 03 10:31:33 INFO train : 2125 loss 0.8201 elapsed 4.57 load 0.00\n",
"5687 03 10:31:38 INFO train : 2126 loss 0.8175 elapsed 4.64 load 0.00\n",
"5687 03 10:31:42 INFO train : 2127 loss 0.8198 elapsed 4.16 load 0.00\n",
"5687 03 10:31:47 INFO train : 2128 loss 0.7867 elapsed 4.54 load 0.00\n",
"5687 03 10:31:51 INFO train : 2129 loss 0.9207 elapsed 4.53 load 0.00\n",
"5687 03 10:31:56 INFO train : 2130 loss 0.7934 elapsed 4.54 load 0.00\n",
"5687 03 10:32:01 INFO train : 2131 loss 0.8277 elapsed 4.77 load 0.00\n",
"5687 03 10:32:05 INFO train : 2132 loss 0.8084 elapsed 4.78 load 0.00\n",
"5687 03 10:32:10 INFO train : 2133 loss 0.7434 elapsed 4.84 load 0.00\n",
"5687 03 10:32:15 INFO train : 2134 loss 0.7787 elapsed 4.46 load 0.00\n",
"5687 03 10:32:19 INFO train : 2135 loss 0.7724 elapsed 4.61 load 0.00\n",
"5687 03 10:32:24 INFO train : 2136 loss 0.8436 elapsed 4.61 load 0.00\n",
"5687 03 10:32:29 INFO train : 2137 loss 0.9005 elapsed 4.63 load 0.00\n",
"5687 03 10:32:33 INFO train : 2138 loss 0.8439 elapsed 4.46 load 0.00\n",
"5687 03 10:32:37 INFO train : 2139 loss 0.8818 elapsed 4.12 load 0.00\n",
"5687 03 10:32:42 INFO train : 2140 loss 0.8228 elapsed 4.39 load 0.00\n",
"5687 03 10:32:46 INFO train : 2141 loss 0.9628 elapsed 4.66 load 0.00\n",
"5687 03 10:32:51 INFO train : 2142 loss 0.8780 elapsed 4.53 load 0.00\n",
"5687 03 10:32:56 INFO train : 2143 loss 0.7664 elapsed 4.70 load 0.00\n",
"5687 03 10:33:00 INFO train : 2144 loss 1.0075 elapsed 4.28 load 0.00\n",
"5687 03 10:33:05 INFO train : 2145 loss 0.8313 elapsed 4.67 load 0.00\n",
"5687 03 10:33:09 INFO train : 2146 loss 0.8647 elapsed 4.68 load 0.00\n",
"5687 03 10:33:14 INFO train : 2147 loss 0.8948 elapsed 4.36 load 0.00\n",
"5687 03 10:33:18 INFO train : 2148 loss 0.8686 elapsed 4.34 load 0.00\n",
"5687 03 10:33:22 INFO train : 2149 loss 0.7939 elapsed 4.36 load 0.00\n",
"5687 03 10:33:26 INFO train : 2150 loss 0.7887 elapsed 4.22 load 0.00\n",
"5687 03 10:33:31 INFO train : 2151 loss 0.8201 elapsed 4.47 load 0.00\n",
"5687 03 10:33:36 INFO train : 2152 loss 0.8701 elapsed 4.61 load 0.00\n",
"5687 03 10:33:40 INFO train : 2153 loss 0.7284 elapsed 4.13 load 0.00\n",
"5687 03 10:33:44 INFO train : 2154 loss 0.8624 elapsed 4.10 load 0.00\n",
"5687 03 10:33:48 INFO train : 2155 loss 0.8127 elapsed 4.60 load 0.00\n",
"5687 03 10:33:52 INFO train : 2156 loss 0.7944 elapsed 4.04 load 0.00\n",
"5687 03 10:33:57 INFO train : 2157 loss 0.7920 elapsed 4.24 load 0.00\n",
"5687 03 10:34:01 INFO train : 2158 loss 0.7997 elapsed 4.19 load 0.00\n",
"5687 03 10:34:05 INFO train : 2159 loss 0.8632 elapsed 4.45 load 0.00\n",
"5687 03 10:34:09 INFO train : 2160 loss 0.8490 elapsed 3.63 load 0.00\n",
"5687 03 10:34:14 INFO train : 2161 loss 0.8222 elapsed 4.55 load 0.00\n",
"5687 03 10:34:18 INFO train : 2162 loss 0.8093 elapsed 4.70 load 0.00\n",
"5687 03 10:34:22 INFO train : 2163 loss 0.7835 elapsed 4.12 load 0.00\n",
"5687 03 10:34:27 INFO train : 2164 loss 0.8008 elapsed 4.59 load 0.00\n",
"5687 03 10:34:32 INFO train : 2165 loss 0.8588 elapsed 4.57 load 0.00\n",
"5687 03 10:34:36 INFO train : 2166 loss 0.8732 elapsed 4.37 load 0.00\n",
"5687 03 10:34:40 INFO train : 2167 loss 0.7503 elapsed 4.40 load 0.00\n",
"5687 03 10:34:45 INFO train : 2168 loss 0.7807 elapsed 4.37 load 0.00\n",
"5687 03 10:34:49 INFO train : 2169 loss 0.8125 elapsed 4.49 load 0.00\n",
"5687 03 10:34:54 INFO train : 2170 loss 0.7965 elapsed 4.76 load 0.00\n",
"5687 03 10:34:59 INFO train : 2171 loss 0.8138 elapsed 4.81 load 0.00\n",
"5687 03 10:35:03 INFO train : 2172 loss 0.8159 elapsed 4.04 load 0.00\n",
"5687 03 10:35:07 INFO train : 2173 loss 0.8346 elapsed 4.53 load 0.00\n",
"5687 03 10:35:12 INFO train : 2174 loss 0.8386 elapsed 4.17 load 0.00\n",
"5687 03 10:35:15 INFO train : 2175 loss 0.8875 elapsed 3.91 load 0.00\n",
"5687 03 10:35:20 INFO train : 2176 loss 0.7759 elapsed 4.31 load 0.00\n",
"5687 03 10:35:24 INFO train : 2177 loss 0.7790 elapsed 4.34 load 0.00\n",
"5687 03 10:35:29 INFO train : 2178 loss 0.8233 elapsed 4.65 load 0.00\n",
"5687 03 10:35:33 INFO train : 2179 loss 0.7795 elapsed 4.44 load 0.00\n",
"5687 03 10:35:38 INFO train : 2180 loss 0.7828 elapsed 4.54 load 0.00\n",
"5687 03 10:35:42 INFO train : 2181 loss 0.8365 elapsed 4.22 load 0.00\n",
"5687 03 10:35:47 INFO train : 2182 loss 0.8106 elapsed 4.62 load 0.00\n",
"5687 03 10:35:51 INFO train : 2183 loss 0.8838 elapsed 4.17 load 0.00\n",
"5687 03 10:35:55 INFO train : 2184 loss 1.0064 elapsed 4.14 load 0.00\n",
"5687 03 10:36:00 INFO train : 2185 loss 0.8860 elapsed 4.61 load 0.00\n",
"5687 03 10:36:04 INFO train : 2186 loss 0.8216 elapsed 4.54 load 0.00\n",
"5687 03 10:36:08 INFO train : 2187 loss 0.8236 elapsed 4.34 load 0.00\n",
"5687 03 10:36:13 INFO train : 2188 loss 0.7751 elapsed 4.53 load 0.00\n",
"5687 03 10:36:17 INFO train : 2189 loss 0.7416 elapsed 4.53 load 0.00\n",
"5687 03 10:36:22 INFO train : 2190 loss 0.8137 elapsed 4.35 load 0.00\n",
"5687 03 10:36:26 INFO train : 2191 loss 0.7964 elapsed 4.57 load 0.00\n",
"5687 03 10:36:31 INFO train : 2192 loss 0.7449 elapsed 4.11 load 0.00\n",
"5687 03 10:36:35 INFO train : 2193 loss 0.8288 elapsed 4.68 load 0.00\n",
"5687 03 10:36:39 INFO train : 2194 loss 0.8008 elapsed 4.08 load 0.00\n",
"5687 03 10:36:44 INFO train : 2195 loss 0.7845 elapsed 4.59 load 0.00\n",
"5687 03 10:36:48 INFO train : 2196 loss 0.7336 elapsed 4.51 load 0.00\n",
"5687 03 10:36:53 INFO train : 2197 loss 0.7382 elapsed 4.45 load 0.00\n",
"5687 03 10:36:57 INFO train : 2198 loss 0.7399 elapsed 3.84 load 0.00\n",
"5687 03 10:37:01 INFO train : 2199 loss 0.7632 elapsed 4.52 load 0.00\n",
"5687 03 10:37:06 INFO train : 2200 loss 0.8129 elapsed 4.68 load 0.01\n",
"5687 03 10:37:10 INFO train : 2201 loss 0.8660 elapsed 4.31 load 0.01\n",
"5687 03 10:37:14 INFO train : 2202 loss 0.7661 elapsed 3.93 load 0.00\n",
"5687 03 10:37:19 INFO train : 2203 loss 0.7915 elapsed 4.66 load 0.00\n",
"5687 03 10:37:23 INFO train : 2204 loss 0.8751 elapsed 4.56 load 0.00\n",
"5687 03 10:37:28 INFO train : 2205 loss 0.8890 elapsed 4.83 load 0.00\n",
"5687 03 10:37:32 INFO train : 2206 loss 0.7800 elapsed 4.08 load 0.00\n",
"5687 03 10:37:37 INFO train : 2207 loss 0.7173 elapsed 4.63 load 0.00\n",
"5687 03 10:37:42 INFO train : 2208 loss 0.8357 elapsed 4.60 load 0.00\n",
"5687 03 10:37:46 INFO train : 2209 loss 0.8868 elapsed 4.54 load 0.00\n",
"5687 03 10:37:51 INFO train : 2210 loss 0.7869 elapsed 4.67 load 0.00\n",
"5687 03 10:37:55 INFO train : 2211 loss 0.7538 elapsed 4.63 load 0.00\n",
"5687 03 10:38:00 INFO train : 2212 loss 0.7544 elapsed 4.34 load 0.01\n",
"5687 03 10:38:04 INFO train : 2213 loss 0.8329 elapsed 4.66 load 0.00\n",
"5687 03 10:38:09 INFO train : 2214 loss 0.8722 elapsed 4.72 load 0.01\n",
"5687 03 10:38:13 INFO train : 2215 loss 0.8349 elapsed 4.04 load 0.00\n",
"5687 03 10:38:17 INFO train : 2216 loss 0.9365 elapsed 4.20 load 0.00\n",
"5687 03 10:38:22 INFO train : 2217 loss 0.7634 elapsed 4.27 load 0.00\n",
"5687 03 10:38:26 INFO train : 2218 loss 0.8101 elapsed 4.40 load 0.00\n",
"5687 03 10:38:31 INFO train : 2219 loss 0.8286 elapsed 4.41 load 0.00\n",
"5687 03 10:38:35 INFO train : 2220 loss 0.8261 elapsed 4.24 load 0.00\n",
"5687 03 10:38:39 INFO train : 2221 loss 0.8825 elapsed 4.63 load 0.00\n",
"5687 03 10:38:44 INFO train : 2222 loss 0.8042 elapsed 4.43 load 0.00\n",
"5687 03 10:38:48 INFO train : 2223 loss 0.8012 elapsed 4.56 load 0.00\n",
"5687 03 10:38:53 INFO train : 2224 loss 0.8460 elapsed 4.24 load 0.00\n",
"5687 03 10:38:57 INFO train : 2225 loss 0.7854 elapsed 3.96 load 0.00\n",
"5687 03 10:39:01 INFO train : 2226 loss 0.7725 elapsed 4.74 load 0.00\n",
"5687 03 10:39:05 INFO train : 2227 loss 0.8113 elapsed 4.06 load 0.00\n",
"5687 03 10:39:10 INFO train : 2228 loss 0.8087 elapsed 4.55 load 0.00\n",
"5687 03 10:39:14 INFO train : 2229 loss 0.7758 elapsed 4.18 load 0.00\n",
"5687 03 10:39:18 INFO train : 2230 loss 0.7722 elapsed 4.16 load 0.00\n",
"5687 03 10:39:23 INFO train : 2231 loss 0.7930 elapsed 4.37 load 0.00\n",
"5687 03 10:39:27 INFO train : 2232 loss 0.7087 elapsed 4.59 load 0.00\n",
"5687 03 10:39:31 INFO train : 2233 loss 0.8167 elapsed 4.10 load 0.00\n",
"5687 03 10:39:36 INFO train : 2234 loss 0.8562 elapsed 4.78 load 0.00\n",
"5687 03 10:39:41 INFO train : 2235 loss 0.8462 elapsed 4.79 load 0.00\n",
"5687 03 10:39:45 INFO train : 2236 loss 0.8545 elapsed 4.06 load 0.00\n",
"5687 03 10:39:50 INFO train : 2237 loss 0.7765 elapsed 4.63 load 0.00\n",
"5687 03 10:39:54 INFO train : 2238 loss 0.7468 elapsed 4.73 load 0.00\n",
"5687 03 10:39:59 INFO train : 2239 loss 0.8792 elapsed 4.38 load 0.00\n",
"5687 03 10:40:03 INFO train : 2240 loss 0.7864 elapsed 4.41 load 0.00\n",
"5687 03 10:40:08 INFO train : 2241 loss 0.8326 elapsed 4.42 load 0.00\n",
"5687 03 10:40:12 INFO train : 2242 loss 0.8222 elapsed 4.81 load 0.00\n",
"5687 03 10:40:17 INFO train : 2243 loss 0.7716 elapsed 4.63 load 0.00\n",
"5687 03 10:40:22 INFO train : 2244 loss 0.7922 elapsed 4.56 load 0.00\n",
"5687 03 10:40:26 INFO train : 2245 loss 0.8359 elapsed 4.58 load 0.00\n",
"5687 03 10:40:31 INFO train : 2246 loss 0.8392 elapsed 4.40 load 0.00\n",
"5687 03 10:40:35 INFO train : 2247 loss 0.8509 elapsed 4.53 load 0.00\n",
"5687 03 10:40:40 INFO train : 2248 loss 0.8423 elapsed 4.41 load 0.00\n",
"5687 03 10:40:44 INFO train : 2249 loss 0.7550 elapsed 4.34 load 0.00\n",
"5687 03 10:40:49 INFO train : 2250 loss 0.8576 elapsed 4.72 load 0.00\n",
"5687 03 10:40:53 INFO train : 2251 loss 0.8132 elapsed 4.56 load 0.00\n",
"5687 03 10:40:58 INFO train : 2252 loss 0.7502 elapsed 4.58 load 0.00\n",
"5687 03 10:41:02 INFO train : 2253 loss 0.7765 elapsed 4.59 load 0.01\n",
"5687 03 10:41:06 INFO train : 2254 loss 0.7949 elapsed 3.94 load 0.00\n",
"5687 03 10:41:11 INFO train : 2255 loss 0.8008 elapsed 4.40 load 0.00\n",
"5687 03 10:41:15 INFO train : 2256 loss 0.7954 elapsed 4.14 load 0.00\n",
"5687 03 10:41:19 INFO train : 2257 loss 0.8181 elapsed 4.50 load 0.00\n",
"5687 03 10:41:24 INFO train : 2258 loss 0.8106 elapsed 4.67 load 0.00\n",
"5687 03 10:41:29 INFO train : 2259 loss 0.7755 elapsed 4.46 load 0.00\n",
"5687 03 10:41:33 INFO train : 2260 loss 0.8439 elapsed 4.62 load 0.00\n",
"5687 03 10:41:38 INFO train : 2261 loss 0.8669 elapsed 4.64 load 0.00\n",
"5687 03 10:41:42 INFO train : 2262 loss 0.7299 elapsed 4.58 load 0.00\n",
"5687 03 10:41:47 INFO train : 2263 loss 0.7889 elapsed 4.51 load 0.00\n",
"5687 03 10:41:51 INFO train : 2264 loss 0.8866 elapsed 4.43 load 0.00\n",
"5687 03 10:41:56 INFO train : 2265 loss 0.7788 elapsed 4.58 load 0.00\n",
"5687 03 10:42:00 INFO train : 2266 loss 0.9286 elapsed 4.30 load 0.00\n",
"5687 03 10:42:05 INFO train : 2267 loss 0.7931 elapsed 4.51 load 0.00\n",
"5687 03 10:42:09 INFO train : 2268 loss 0.7873 elapsed 4.50 load 0.00\n",
"5687 03 10:42:14 INFO train : 2269 loss 0.8402 elapsed 4.69 load 0.00\n",
"5687 03 10:42:18 INFO train : 2270 loss 0.7433 elapsed 4.49 load 0.00\n",
"5687 03 10:42:23 INFO train : 2271 loss 0.8333 elapsed 4.20 load 0.00\n",
"5687 03 10:42:27 INFO train : 2272 loss 0.7863 elapsed 4.75 load 0.00\n",
"5687 03 10:42:32 INFO train : 2273 loss 0.7718 elapsed 4.18 load 0.00\n",
"5687 03 10:42:35 INFO train : 2274 loss 0.7709 elapsed 3.82 load 0.00\n",
"5687 03 10:42:40 INFO train : 2275 loss 0.8014 elapsed 4.36 load 0.00\n",
"5687 03 10:42:44 INFO train : 2276 loss 0.7386 elapsed 3.98 load 0.00\n",
"5687 03 10:42:48 INFO train : 2277 loss 0.7877 elapsed 3.98 load 0.00\n",
"5687 03 10:42:52 INFO train : 2278 loss 0.7687 elapsed 4.52 load 0.00\n",
"5687 03 10:42:56 INFO train : 2279 loss 0.7191 elapsed 4.17 load 0.00\n",
"5687 03 10:43:01 INFO train : 2280 loss 0.8481 elapsed 4.42 load 0.00\n",
"5687 03 10:43:05 INFO train : 2281 loss 0.7375 elapsed 4.54 load 0.00\n",
"5687 03 10:43:09 INFO train : 2282 loss 0.7283 elapsed 3.92 load 0.00\n",
"5687 03 10:43:14 INFO train : 2283 loss 0.8469 elapsed 4.63 load 0.00\n",
"5687 03 10:43:18 INFO train : 2284 loss 0.8086 elapsed 4.29 load 0.00\n",
"5687 03 10:43:22 INFO train : 2285 loss 0.7584 elapsed 4.06 load 0.00\n",
"5687 03 10:43:27 INFO train : 2286 loss 0.8919 elapsed 4.44 load 0.00\n",
"5687 03 10:43:31 INFO train : 2287 loss 0.7490 elapsed 4.39 load 0.00\n",
"5687 03 10:43:36 INFO train : 2288 loss 0.7455 elapsed 4.33 load 0.00\n",
"5687 03 10:43:40 INFO train : 2289 loss 0.7432 elapsed 4.27 load 0.00\n",
"5687 03 10:43:44 INFO train : 2290 loss 0.7899 elapsed 4.08 load 0.00\n",
"5687 03 10:43:48 INFO train : 2291 loss 0.8638 elapsed 4.61 load 0.00\n",
"5687 03 10:43:53 INFO train : 2292 loss 0.7408 elapsed 4.31 load 0.00\n",
"5687 03 10:43:57 INFO train : 2293 loss 0.7430 elapsed 4.23 load 0.00\n",
"5687 03 10:44:01 INFO train : 2294 loss 0.7725 elapsed 4.27 load 0.00\n",
"5687 03 10:44:06 INFO train : 2295 loss 0.7743 elapsed 4.33 load 0.00\n",
"5687 03 10:44:10 INFO train : 2296 loss 0.7787 elapsed 4.19 load 0.00\n",
"5687 03 10:44:14 INFO train : 2297 loss 0.7949 elapsed 4.23 load 0.00\n",
"5687 03 10:44:18 INFO train : 2298 loss 0.8628 elapsed 4.29 load 0.00\n",
"5687 03 10:44:23 INFO train : 2299 loss 0.9048 elapsed 4.48 load 0.00\n",
"5687 03 10:44:27 INFO train : 2300 loss 0.9011 elapsed 3.94 load 0.00\n",
"5687 03 10:44:31 INFO train : 2301 loss 0.8174 elapsed 4.37 load 0.00\n",
"5687 03 10:44:36 INFO train : 2302 loss 0.7621 elapsed 4.37 load 0.00\n",
"5687 03 10:44:40 INFO train : 2303 loss 0.7752 elapsed 4.17 load 0.00\n",
"5687 03 10:44:44 INFO train : 2304 loss 0.7862 elapsed 4.46 load 0.00\n",
"5687 03 10:44:49 INFO train : 2305 loss 0.7794 elapsed 4.34 load 0.00\n",
"5687 03 10:44:53 INFO train : 2306 loss 0.7438 elapsed 4.49 load 0.00\n",
"5687 03 10:44:57 INFO train : 2307 loss 0.7531 elapsed 4.46 load 0.00\n",
"5687 03 10:45:02 INFO train : 2308 loss 0.8084 elapsed 4.46 load 0.00\n",
"5687 03 10:45:07 INFO train : 2309 loss 0.8781 elapsed 4.63 load 0.00\n",
"5687 03 10:45:11 INFO train : 2310 loss 0.8632 elapsed 4.31 load 0.00\n",
"5687 03 10:45:16 INFO train : 2311 loss 0.8493 elapsed 4.68 load 0.00\n",
"5687 03 10:45:20 INFO train : 2312 loss 0.7867 elapsed 4.31 load 0.00\n",
"5687 03 10:45:24 INFO train : 2313 loss 0.8441 elapsed 4.48 load 0.00\n",
"5687 03 10:45:29 INFO train : 2314 loss 0.7447 elapsed 4.41 load 0.00\n",
"5687 03 10:45:33 INFO train : 2315 loss 0.8037 elapsed 4.35 load 0.00\n",
"5687 03 10:45:38 INFO train : 2316 loss 0.8768 elapsed 4.57 load 0.00\n",
"5687 03 10:45:42 INFO train : 2317 loss 0.8604 elapsed 4.03 load 0.00\n",
"5687 03 10:45:46 INFO train : 2318 loss 0.7906 elapsed 4.63 load 0.00\n",
"5687 03 10:45:51 INFO train : 2319 loss 0.7562 elapsed 4.52 load 0.00\n",
"5687 03 10:45:55 INFO train : 2320 loss 0.7891 elapsed 4.06 load 0.00\n",
"5687 03 10:45:59 INFO train : 2321 loss 0.8196 elapsed 3.81 load 0.00\n",
"5687 03 10:46:03 INFO train : 2322 loss 0.8005 elapsed 4.24 load 0.00\n",
"5687 03 10:46:07 INFO train : 2323 loss 0.7941 elapsed 4.38 load 0.00\n",
"5687 03 10:46:12 INFO train : 2324 loss 0.7434 elapsed 4.53 load 0.00\n",
"5687 03 10:46:16 INFO train : 2325 loss 0.8004 elapsed 4.23 load 0.00\n",
"5687 03 10:46:21 INFO train : 2326 loss 0.8758 elapsed 4.70 load 0.00\n",
"5687 03 10:46:26 INFO train : 2327 loss 0.8371 elapsed 4.74 load 0.00\n",
"5687 03 10:46:30 INFO train : 2328 loss 0.7601 elapsed 4.66 load 0.00\n",
"5687 03 10:46:35 INFO train : 2329 loss 0.8037 elapsed 4.42 load 0.00\n",
"5687 03 10:46:39 INFO train : 2330 loss 0.7604 elapsed 4.05 load 0.00\n",
"5687 03 10:46:43 INFO train : 2331 loss 0.7971 elapsed 4.23 load 0.00\n",
"5687 03 10:46:47 INFO train : 2332 loss 0.8233 elapsed 4.41 load 0.00\n",
"5687 03 10:46:51 INFO train : 2333 loss 0.7199 elapsed 3.84 load 0.00\n",
"5687 03 10:46:56 INFO train : 2334 loss 0.7616 elapsed 4.61 load 0.00\n",
"5687 03 10:47:00 INFO train : 2335 loss 0.8164 elapsed 4.56 load 0.00\n",
"5687 03 10:47:05 INFO train : 2336 loss 0.8481 elapsed 4.53 load 0.00\n",
"5687 03 10:47:10 INFO train : 2337 loss 0.7904 elapsed 4.48 load 0.00\n",
"5687 03 10:47:14 INFO train : 2338 loss 0.7321 elapsed 4.36 load 0.00\n",
"5687 03 10:47:18 INFO train : 2339 loss 0.7616 elapsed 4.11 load 0.00\n",
"5687 03 10:47:22 INFO train : 2340 loss 0.7574 elapsed 4.29 load 0.00\n",
"5687 03 10:47:27 INFO train : 2341 loss 0.7712 elapsed 4.43 load 0.00\n",
"5687 03 10:47:31 INFO train : 2342 loss 0.7591 elapsed 4.19 load 0.00\n",
"5687 03 10:47:35 INFO train : 2343 loss 0.8303 elapsed 4.52 load 0.00\n",
"5687 03 10:47:40 INFO train : 2344 loss 0.7982 elapsed 4.43 load 0.00\n",
"5687 03 10:47:44 INFO train : 2345 loss 0.7535 elapsed 3.67 load 0.00\n",
"5687 03 10:47:48 INFO train : 2346 loss 0.8347 elapsed 4.46 load 0.00\n",
"5687 03 10:47:52 INFO train : 2347 loss 0.8512 elapsed 4.26 load 0.00\n",
"5687 03 10:47:56 INFO train : 2348 loss 0.8718 elapsed 4.11 load 0.00\n",
"5687 03 10:48:01 INFO train : 2349 loss 0.7839 elapsed 4.38 load 0.00\n",
"5687 03 10:48:05 INFO train : 2350 loss 0.8183 elapsed 4.21 load 0.00\n",
"5687 03 10:48:09 INFO train : 2351 loss 0.8039 elapsed 4.20 load 0.00\n",
"5687 03 10:48:14 INFO train : 2352 loss 0.8949 elapsed 4.34 load 0.00\n",
"5687 03 10:48:18 INFO train : 2353 loss 0.8482 elapsed 4.32 load 0.00\n",
"5687 03 10:48:22 INFO train : 2354 loss 0.7813 elapsed 4.36 load 0.00\n",
"5687 03 10:48:26 INFO train : 2355 loss 0.7392 elapsed 4.11 load 0.00\n",
"5687 03 10:48:31 INFO train : 2356 loss 0.7785 elapsed 4.36 load 0.00\n",
"5687 03 10:48:35 INFO train : 2357 loss 0.7174 elapsed 4.39 load 0.00\n",
"5687 03 10:48:40 INFO train : 2358 loss 0.7139 elapsed 4.47 load 0.00\n",
"5687 03 10:48:44 INFO train : 2359 loss 0.8480 elapsed 4.47 load 0.00\n",
"5687 03 10:48:48 INFO train : 2360 loss 0.7708 elapsed 3.64 load 0.00\n",
"5687 03 10:48:52 INFO train : 2361 loss 0.7736 elapsed 4.35 load 0.00\n",
"5687 03 10:48:56 INFO train : 2362 loss 0.8391 elapsed 4.27 load 0.00\n",
"5687 03 10:49:01 INFO train : 2363 loss 0.7162 elapsed 4.27 load 0.00\n",
"5687 03 10:49:05 INFO train : 2364 loss 0.7746 elapsed 4.49 load 0.00\n",
"5687 03 10:49:09 INFO train : 2365 loss 0.7487 elapsed 4.26 load 0.00\n",
"5687 03 10:49:14 INFO train : 2366 loss 0.7399 elapsed 4.62 load 0.00\n",
"5687 03 10:49:19 INFO train : 2367 loss 0.8120 elapsed 4.56 load 0.00\n",
"5687 03 10:49:23 INFO train : 2368 loss 0.7453 elapsed 4.24 load 0.00\n",
"5687 03 10:49:27 INFO train : 2369 loss 0.7770 elapsed 4.47 load 0.00\n",
"5687 03 10:49:31 INFO train : 2370 loss 0.8708 elapsed 3.68 load 0.00\n",
"5687 03 10:49:35 INFO train : 2371 loss 0.7452 elapsed 4.06 load 0.00\n",
"5687 03 10:49:39 INFO train : 2372 loss 0.7411 elapsed 4.24 load 0.00\n",
"5687 03 10:49:44 INFO train : 2373 loss 0.7761 elapsed 4.27 load 0.00\n",
"5687 03 10:49:48 INFO train : 2374 loss 0.7959 elapsed 4.24 load 0.00\n",
"5687 03 10:49:52 INFO train : 2375 loss 0.8398 elapsed 4.20 load 0.00\n",
"5687 03 10:49:56 INFO train : 2376 loss 0.7804 elapsed 4.24 load 0.00\n",
"5687 03 10:50:01 INFO train : 2377 loss 0.7657 elapsed 4.58 load 0.00\n",
"5687 03 10:50:05 INFO train : 2378 loss 0.8140 elapsed 4.69 load 0.00\n",
"5687 03 10:50:10 INFO train : 2379 loss 0.7342 elapsed 4.52 load 0.00\n",
"5687 03 10:50:15 INFO train : 2380 loss 0.7580 elapsed 4.50 load 0.00\n",
"5687 03 10:50:19 INFO train : 2381 loss 0.7651 elapsed 4.40 load 0.00\n",
"5687 03 10:50:24 INFO train : 2382 loss 0.7828 elapsed 4.74 load 0.00\n",
"5687 03 10:50:28 INFO train : 2383 loss 0.8243 elapsed 4.32 load 0.00\n",
"5687 03 10:50:33 INFO train : 2384 loss 0.7596 elapsed 4.52 load 0.00\n",
"5687 03 10:50:37 INFO train : 2385 loss 0.7946 elapsed 4.62 load 0.00\n",
"5687 03 10:50:42 INFO train : 2386 loss 0.8538 elapsed 4.45 load 0.00\n",
"5687 03 10:50:46 INFO train : 2387 loss 0.8852 elapsed 4.27 load 0.00\n",
"5687 03 10:50:50 INFO train : 2388 loss 0.8142 elapsed 4.63 load 0.00\n",
"5687 03 10:50:55 INFO train : 2389 loss 0.7319 elapsed 4.59 load 0.00\n",
"5687 03 10:51:00 INFO train : 2390 loss 0.7733 elapsed 4.49 load 0.00\n",
"5687 03 10:51:04 INFO train : 2391 loss 0.7245 elapsed 4.29 load 0.00\n",
"5687 03 10:51:08 INFO train : 2392 loss 0.7044 elapsed 4.54 load 0.00\n",
"5687 03 10:51:13 INFO train : 2393 loss 0.7743 elapsed 4.31 load 0.00\n",
"5687 03 10:51:17 INFO train : 2394 loss 0.7573 elapsed 4.71 load 0.00\n",
"5687 03 10:51:22 INFO train : 2395 loss 0.8078 elapsed 4.66 load 0.00\n",
"5687 03 10:51:26 INFO train : 2396 loss 0.8395 elapsed 4.37 load 0.00\n",
"5687 03 10:51:31 INFO train : 2397 loss 0.7913 elapsed 4.44 load 0.00\n",
"5687 03 10:51:35 INFO train : 2398 loss 0.8249 elapsed 4.32 load 0.00\n",
"5687 03 10:51:39 INFO train : 2399 loss 0.7627 elapsed 4.22 load 0.00\n",
"5687 03 10:51:44 INFO train : 2400 loss 0.6847 elapsed 4.27 load 0.00\n",
"5687 03 10:51:48 INFO train : 2401 loss 0.7734 elapsed 4.47 load 0.00\n",
"5687 03 10:51:52 INFO train : 2402 loss 0.7453 elapsed 4.20 load 0.00\n",
"5687 03 10:51:57 INFO train : 2403 loss 0.8464 elapsed 4.63 load 0.00\n",
"5687 03 10:52:01 INFO train : 2404 loss 0.7220 elapsed 3.87 load 0.00\n",
"5687 03 10:52:05 INFO train : 2405 loss 0.7486 elapsed 4.53 load 0.00\n",
"5687 03 10:52:09 INFO train : 2406 loss 0.7670 elapsed 3.99 load 0.00\n",
"5687 03 10:52:14 INFO train : 2407 loss 0.8181 elapsed 4.54 load 0.00\n",
"5687 03 10:52:18 INFO train : 2408 loss 0.8160 elapsed 4.45 load 0.00\n",
"5687 03 10:52:22 INFO train : 2409 loss 0.8222 elapsed 3.60 load 0.00\n",
"5687 03 10:52:26 INFO train : 2410 loss 0.8555 elapsed 4.07 load 0.00\n",
"5687 03 10:52:31 INFO train : 2411 loss 0.7640 elapsed 4.43 load 0.00\n",
"5687 03 10:52:35 INFO train : 2412 loss 0.8109 elapsed 4.61 load 0.00\n",
"5687 03 10:52:40 INFO train : 2413 loss 0.7865 elapsed 4.63 load 0.00\n",
"5687 03 10:52:44 INFO train : 2414 loss 0.7887 elapsed 3.94 load 0.00\n",
"5687 03 10:52:48 INFO train : 2415 loss 0.7778 elapsed 4.57 load 0.00\n",
"5687 03 10:52:53 INFO train : 2416 loss 0.8124 elapsed 4.43 load 0.00\n",
"5687 03 10:52:57 INFO train : 2417 loss 0.7270 elapsed 4.50 load 0.00\n",
"5687 03 10:53:02 INFO train : 2418 loss 0.7334 elapsed 4.39 load 0.00\n",
"5687 03 10:53:06 INFO train : 2419 loss 0.8727 elapsed 4.34 load 0.00\n",
"5687 03 10:53:10 INFO train : 2420 loss 0.7876 elapsed 4.02 load 0.00\n",
"5687 03 10:53:15 INFO train : 2421 loss 0.7607 elapsed 4.54 load 0.00\n",
"5687 03 10:53:19 INFO train : 2422 loss 0.8404 elapsed 4.35 load 0.00\n",
"5687 03 10:53:23 INFO train : 2423 loss 1.0837 elapsed 4.36 load 0.00\n",
"5687 03 10:53:28 INFO train : 2424 loss 0.7641 elapsed 4.76 load 0.00\n",
"5687 03 10:53:32 INFO train : 2425 loss 0.8005 elapsed 4.21 load 0.00\n",
"5687 03 10:53:37 INFO train : 2426 loss 0.8010 elapsed 4.29 load 0.00\n",
"5687 03 10:53:41 INFO train : 2427 loss 0.8770 elapsed 4.01 load 0.00\n",
"5687 03 10:53:44 INFO train : 2428 loss 0.7902 elapsed 3.80 load 0.00\n",
"5687 03 10:53:49 INFO train : 2429 loss 0.7954 elapsed 4.49 load 0.00\n",
"5687 03 10:53:53 INFO train : 2430 loss 0.7825 elapsed 4.35 load 0.00\n",
"5687 03 10:53:58 INFO train : 2431 loss 0.7838 elapsed 4.59 load 0.00\n",
"5687 03 10:54:02 INFO train : 2432 loss 0.9086 elapsed 4.52 load 0.00\n",
"5687 03 10:54:07 INFO train : 2433 loss 0.7898 elapsed 4.30 load 0.00\n",
"5687 03 10:54:11 INFO train : 2434 loss 0.7652 elapsed 4.20 load 0.00\n",
"5687 03 10:54:15 INFO train : 2435 loss 0.7811 elapsed 4.55 load 0.00\n",
"5687 03 10:54:20 INFO train : 2436 loss 0.8241 elapsed 4.29 load 0.00\n",
"5687 03 10:54:24 INFO train : 2437 loss 0.7360 elapsed 4.58 load 0.00\n",
"5687 03 10:54:29 INFO train : 2438 loss 0.8024 elapsed 4.42 load 0.00\n",
"5687 03 10:54:33 INFO train : 2439 loss 0.7233 elapsed 4.71 load 0.00\n",
"5687 03 10:54:38 INFO train : 2440 loss 0.8229 elapsed 4.53 load 0.00\n",
"5687 03 10:54:43 INFO train : 2441 loss 0.7879 elapsed 4.48 load 0.00\n",
"5687 03 10:54:47 INFO train : 2442 loss 0.7818 elapsed 4.36 load 0.00\n",
"5687 03 10:54:51 INFO train : 2443 loss 0.8370 elapsed 4.42 load 0.00\n",
"5687 03 10:54:56 INFO train : 2444 loss 0.8091 elapsed 4.62 load 0.00\n",
"5687 03 10:55:00 INFO train : 2445 loss 0.8116 elapsed 4.25 load 0.00\n",
"5687 03 10:55:04 INFO train : 2446 loss 0.7833 elapsed 4.28 load 0.00\n",
"5687 03 10:55:09 INFO train : 2447 loss 0.7667 elapsed 4.64 load 0.00\n",
"5687 03 10:55:13 INFO train : 2448 loss 0.8264 elapsed 3.98 load 0.00\n",
"5687 03 10:55:18 INFO train : 2449 loss 0.7874 elapsed 4.65 load 0.00\n",
"5687 03 10:55:22 INFO train : 2450 loss 0.6847 elapsed 4.35 load 0.00\n",
"5687 03 10:55:26 INFO train : 2451 loss 0.7599 elapsed 4.27 load 0.00\n",
"5687 03 10:55:31 INFO train : 2452 loss 0.8431 elapsed 4.26 load 0.00\n",
"5687 03 10:55:35 INFO train : 2453 loss 0.7587 elapsed 4.63 load 0.00\n",
"5687 03 10:55:40 INFO train : 2454 loss 0.8554 elapsed 4.26 load 0.00\n",
"5687 03 10:55:44 INFO train : 2455 loss 0.8102 elapsed 4.56 load 0.00\n",
"5687 03 10:55:49 INFO train : 2456 loss 0.7503 elapsed 4.48 load 0.00\n",
"5687 03 10:55:53 INFO train : 2457 loss 0.7983 elapsed 4.44 load 0.00\n",
"5687 03 10:55:58 INFO train : 2458 loss 0.7399 elapsed 4.58 load 0.00\n",
"5687 03 10:56:02 INFO train : 2459 loss 0.7465 elapsed 4.59 load 0.00\n",
"5687 03 10:56:07 INFO train : 2460 loss 0.8613 elapsed 4.45 load 0.00\n",
"5687 03 10:56:11 INFO train : 2461 loss 0.7545 elapsed 4.36 load 0.00\n",
"5687 03 10:56:16 INFO train : 2462 loss 0.7541 elapsed 4.80 load 0.00\n",
"5687 03 10:56:20 INFO train : 2463 loss 0.8341 elapsed 4.04 load 0.00\n",
"5687 03 10:56:24 INFO train : 2464 loss 0.7455 elapsed 4.31 load 0.00\n",
"5687 03 10:56:28 INFO train : 2465 loss 0.7330 elapsed 4.21 load 0.00\n",
"5687 03 10:56:33 INFO train : 2466 loss 0.7719 elapsed 4.24 load 0.00\n",
"5687 03 10:56:37 INFO train : 2467 loss 0.8037 elapsed 4.38 load 0.00\n",
"5687 03 10:56:41 INFO train : 2468 loss 0.7250 elapsed 4.03 load 0.00\n",
"5687 03 10:56:46 INFO train : 2469 loss 0.7461 elapsed 4.74 load 0.00\n",
"5687 03 10:56:51 INFO train : 2470 loss 0.8151 elapsed 4.70 load 0.00\n",
"5687 03 10:56:55 INFO train : 2471 loss 0.8192 elapsed 4.09 load 0.00\n",
"5687 03 10:56:59 INFO train : 2472 loss 0.7772 elapsed 4.58 load 0.00\n",
"5687 03 10:57:04 INFO train : 2473 loss 0.7641 elapsed 4.48 load 0.00\n",
"5687 03 10:57:08 INFO train : 2474 loss 0.8366 elapsed 4.03 load 0.00\n",
"5687 03 10:57:12 INFO train : 2475 loss 0.8674 elapsed 4.28 load 0.00\n",
"5687 03 10:57:16 INFO train : 2476 loss 0.8388 elapsed 4.41 load 0.00\n",
"5687 03 10:57:21 INFO train : 2477 loss 0.7246 elapsed 4.68 load 0.00\n",
"5687 03 10:57:26 INFO train : 2478 loss 0.7653 elapsed 4.60 load 0.00\n",
"5687 03 10:57:30 INFO train : 2479 loss 0.7341 elapsed 4.33 load 0.00\n",
"5687 03 10:57:34 INFO train : 2480 loss 0.8029 elapsed 4.06 load 0.00\n",
"5687 03 10:57:39 INFO train : 2481 loss 0.7707 elapsed 4.53 load 0.00\n",
"5687 03 10:57:43 INFO train : 2482 loss 0.7844 elapsed 4.31 load 0.00\n",
"5687 03 10:57:47 INFO train : 2483 loss 0.7338 elapsed 3.90 load 0.00\n",
"5687 03 10:57:51 INFO train : 2484 loss 0.7893 elapsed 4.18 load 0.00\n",
"5687 03 10:57:55 INFO train : 2485 loss 0.7731 elapsed 4.31 load 0.00\n",
"5687 03 10:58:00 INFO train : 2486 loss 0.8038 elapsed 4.26 load 0.00\n",
"5687 03 10:58:04 INFO train : 2487 loss 0.8667 elapsed 4.74 load 0.01\n",
"5687 03 10:58:09 INFO train : 2488 loss 0.8272 elapsed 4.14 load 0.00\n",
"5687 03 10:58:13 INFO train : 2489 loss 0.7544 elapsed 4.64 load 0.00\n",
"5687 03 10:58:17 INFO train : 2490 loss 0.7643 elapsed 3.84 load 0.00\n",
"5687 03 10:58:21 INFO train : 2491 loss 0.8285 elapsed 4.39 load 0.00\n",
"5687 03 10:58:26 INFO train : 2492 loss 0.7005 elapsed 4.53 load 0.00\n",
"5687 03 10:58:30 INFO train : 2493 loss 0.8599 elapsed 4.49 load 0.00\n",
"5687 03 10:58:35 INFO train : 2494 loss 0.7982 elapsed 4.28 load 0.00\n",
"5687 03 10:58:39 INFO train : 2495 loss 0.9910 elapsed 4.38 load 0.00\n",
"5687 03 10:58:44 INFO train : 2496 loss 0.7896 elapsed 4.51 load 0.00\n",
"5687 03 10:58:48 INFO train : 2497 loss 0.8520 elapsed 4.45 load 0.00\n",
"5687 03 10:58:52 INFO train : 2498 loss 0.8209 elapsed 3.95 load 0.00\n",
"5687 03 10:58:56 INFO train : 2499 loss 1.0049 elapsed 4.34 load 0.00\n",
"5687 03 10:59:01 INFO train : 2500 loss 0.7187 elapsed 4.41 load 0.00\n",
"5687 03 10:59:01 INFO Running validation\n",
"/home/jupyter/.local/lib/python3.10/site-packages/transformers/utils/generic.py:311: UserWarning: torch.utils._pytree._register_pytree_node is deprecated. Please use torch.utils._pytree.register_pytree_node instead.\n",
" torch.utils._pytree._register_pytree_node(\n",
"2025-05-03 23:00:55.819043: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT\n",
"/home/jupyter/.local/lib/python3.10/site-packages/huggingface_hub/file_download.py:797: FutureWarning: `resume_download` is deprecated and will be removed in version 1.0.0. Downloads always resume when possible. If you want to force a new download, use `force_download=True`.\n",
" warnings.warn(\n",
"5687 03 11:02:13 INFO Logging 20 images\n",
"5687 03 11:02:14 INFO Logging 20 audios\n",
"5687 03 11:02:15 INFO Logging 20 texts\n",
"5687 03 11:02:27 INFO val : 2500 loss 0.7262810468673706\n",
"5687 03 11:02:27 INFO Saving model state at step 2500 to checkpoints/fp_step_00002500.pt\n",
"5687 03 11:02:49 INFO train : 2501 loss 0.7916 elapsed 4.34 load 0.00\n",
"5687 03 11:02:54 INFO train : 2502 loss 0.7364 elapsed 4.25 load 0.00\n",
"5687 03 11:02:58 INFO train : 2503 loss 0.7636 elapsed 4.45 load 0.00\n",
"5687 03 11:03:03 INFO train : 2504 loss 0.7610 elapsed 4.76 load 0.00\n",
"5687 03 11:03:08 INFO train : 2505 loss 0.7952 elapsed 4.77 load 0.00\n",
"5687 03 11:03:12 INFO train : 2506 loss 0.8661 elapsed 4.72 load 0.00\n",
"5687 03 11:03:17 INFO train : 2507 loss 0.8364 elapsed 4.38 load 0.00\n",
"5687 03 11:03:21 INFO train : 2508 loss 0.7669 elapsed 4.30 load 0.00\n",
"5687 03 11:03:26 INFO train : 2509 loss 0.8193 elapsed 4.39 load 0.00\n",
"5687 03 11:03:30 INFO train : 2510 loss 0.7319 elapsed 4.70 load 0.00\n",
"5687 03 11:03:35 INFO train : 2511 loss 0.7729 elapsed 4.33 load 0.00\n",
"5687 03 11:03:39 INFO train : 2512 loss 0.8463 elapsed 4.54 load 0.01\n",
"5687 03 11:03:44 INFO train : 2513 loss 0.7431 elapsed 4.48 load 0.00\n",
"5687 03 11:03:48 INFO train : 2514 loss 0.7315 elapsed 4.43 load 0.00\n",
"5687 03 11:03:53 INFO train : 2515 loss 0.7649 elapsed 4.61 load 0.00\n",
"5687 03 11:03:57 INFO train : 2516 loss 0.9190 elapsed 4.72 load 0.00\n",
"5687 03 11:04:02 INFO train : 2517 loss 0.8005 elapsed 4.17 load 0.00\n",
"5687 03 11:04:06 INFO train : 2518 loss 0.7494 elapsed 4.71 load 0.00\n",
"5687 03 11:04:10 INFO train : 2519 loss 0.7687 elapsed 4.15 load 0.00\n",
"5687 03 11:04:15 INFO train : 2520 loss 0.7276 elapsed 4.24 load 0.00\n",
"5687 03 11:04:19 INFO train : 2521 loss 0.7212 elapsed 4.49 load 0.00\n",
"5687 03 11:04:23 INFO train : 2522 loss 0.7271 elapsed 4.25 load 0.00\n",
"5687 03 11:04:28 INFO train : 2523 loss 0.8058 elapsed 4.24 load 0.00\n",
"5687 03 11:04:32 INFO train : 2524 loss 0.8188 elapsed 4.27 load 0.00\n",
"5687 03 11:04:36 INFO train : 2525 loss 0.7585 elapsed 4.37 load 0.00\n",
"5687 03 11:04:41 INFO train : 2526 loss 0.7234 elapsed 4.86 load 0.00\n",
"5687 03 11:04:46 INFO train : 2527 loss 0.8697 elapsed 4.46 load 0.00\n",
"5687 03 11:04:50 INFO train : 2528 loss 0.7456 elapsed 4.55 load 0.00\n",
"5687 03 11:04:55 INFO train : 2529 loss 0.7645 elapsed 4.63 load 0.00\n",
"5687 03 11:04:59 INFO train : 2530 loss 0.8030 elapsed 4.49 load 0.00\n",
"5687 03 11:05:04 INFO train : 2531 loss 0.7973 elapsed 4.50 load 0.00\n",
"5687 03 11:05:08 INFO train : 2532 loss 0.7489 elapsed 4.52 load 0.01\n",
"5687 03 11:05:12 INFO train : 2533 loss 0.8239 elapsed 3.56 load 0.00\n",
"5687 03 11:05:16 INFO train : 2534 loss 0.7456 elapsed 4.57 load 0.00\n",
"5687 03 11:05:21 INFO train : 2535 loss 0.7694 elapsed 4.58 load 0.00\n",
"5687 03 11:05:26 INFO train : 2536 loss 0.7511 elapsed 4.78 load 0.01\n",
"5687 03 11:05:30 INFO train : 2537 loss 0.8616 elapsed 4.58 load 0.00\n",
"5687 03 11:05:35 INFO train : 2538 loss 0.9908 elapsed 4.80 load 0.00\n",
"5687 03 11:05:40 INFO train : 2539 loss 0.7860 elapsed 4.71 load 0.00\n",
"5687 03 11:05:45 INFO train : 2540 loss 0.7245 elapsed 4.58 load 0.00\n",
"5687 03 11:05:49 INFO train : 2541 loss 0.8075 elapsed 4.66 load 0.00\n",
"5687 03 11:05:54 INFO train : 2542 loss 0.7752 elapsed 4.72 load 0.00\n",
"5687 03 11:05:58 INFO train : 2543 loss 0.7654 elapsed 4.30 load 0.00\n",
"5687 03 11:06:03 INFO train : 2544 loss 0.8400 elapsed 4.28 load 0.00\n",
"5687 03 11:06:07 INFO train : 2545 loss 0.7972 elapsed 4.47 load 0.00\n",
"5687 03 11:06:12 INFO train : 2546 loss 0.7455 elapsed 4.68 load 0.00\n",
"5687 03 11:06:16 INFO train : 2547 loss 0.8854 elapsed 4.69 load 0.00\n",
"5687 03 11:06:21 INFO train : 2548 loss 0.7562 elapsed 4.80 load 0.00\n",
"5687 03 11:06:26 INFO train : 2549 loss 0.8228 elapsed 4.65 load 0.00\n",
"5687 03 11:06:30 INFO train : 2550 loss 0.7671 elapsed 4.28 load 0.00\n",
"5687 03 11:06:35 INFO train : 2551 loss 0.8040 elapsed 4.62 load 0.00\n",
"5687 03 11:06:39 INFO train : 2552 loss 0.7687 elapsed 4.38 load 0.00\n",
"5687 03 11:06:44 INFO train : 2553 loss 0.7772 elapsed 4.49 load 0.00\n",
"5687 03 11:06:48 INFO train : 2554 loss 0.8087 elapsed 4.21 load 0.00\n",
"5687 03 11:06:53 INFO train : 2555 loss 0.7528 elapsed 4.63 load 0.00\n",
"5687 03 11:06:57 INFO train : 2556 loss 0.8791 elapsed 4.55 load 0.00\n",
"5687 03 11:07:02 INFO train : 2557 loss 0.8510 elapsed 4.60 load 0.00\n",
"5687 03 11:07:06 INFO train : 2558 loss 0.7716 elapsed 4.36 load 0.00\n",
"5687 03 11:07:11 INFO train : 2559 loss 0.8108 elapsed 4.68 load 0.00\n",
"5687 03 11:07:15 INFO train : 2560 loss 0.8881 elapsed 4.45 load 0.00\n",
"5687 03 11:07:19 INFO train : 2561 loss 0.7907 elapsed 4.25 load 0.00\n",
"5687 03 11:07:24 INFO train : 2562 loss 0.8064 elapsed 4.28 load 0.00\n",
"5687 03 11:07:28 INFO train : 2563 loss 0.8077 elapsed 4.07 load 0.00\n",
"5687 03 11:07:32 INFO train : 2564 loss 0.8963 elapsed 4.59 load 0.00\n",
"5687 03 11:07:37 INFO train : 2565 loss 0.8528 elapsed 4.42 load 0.00\n",
"5687 03 11:07:41 INFO train : 2566 loss 0.7308 elapsed 4.38 load 0.00\n",
"5687 03 11:07:46 INFO train : 2567 loss 0.7291 elapsed 4.34 load 0.00\n",
"5687 03 11:07:50 INFO train : 2568 loss 0.7794 elapsed 4.48 load 0.00\n",
"5687 03 11:07:54 INFO train : 2569 loss 0.8351 elapsed 4.29 load 0.00\n",
"5687 03 11:07:58 INFO train : 2570 loss 0.8668 elapsed 4.14 load 0.00\n",
"5687 03 11:08:03 INFO train : 2571 loss 0.7374 elapsed 4.53 load 0.00\n",
"5687 03 11:08:07 INFO train : 2572 loss 0.7343 elapsed 4.48 load 0.00\n",
"5687 03 11:08:12 INFO train : 2573 loss 0.7228 elapsed 4.32 load 0.00\n",
"5687 03 11:08:16 INFO train : 2574 loss 0.7073 elapsed 4.46 load 0.00\n",
"5687 03 11:08:21 INFO train : 2575 loss 0.8725 elapsed 4.47 load 0.00\n",
"5687 03 11:08:25 INFO train : 2576 loss 0.7939 elapsed 4.63 load 0.00\n",
"5687 03 11:08:30 INFO train : 2577 loss 0.7745 elapsed 4.35 load 0.00\n",
"5687 03 11:08:34 INFO train : 2578 loss 0.7220 elapsed 4.51 load 0.00\n",
"5687 03 11:08:39 INFO train : 2579 loss 0.7795 elapsed 4.27 load 0.00\n",
"5687 03 11:08:42 INFO train : 2580 loss 0.7341 elapsed 3.88 load 0.01\n",
"5687 03 11:08:47 INFO train : 2581 loss 0.7200 elapsed 4.50 load 0.00\n",
"5687 03 11:08:51 INFO train : 2582 loss 0.7580 elapsed 4.36 load 0.00\n",
"5687 03 11:08:55 INFO train : 2583 loss 0.7142 elapsed 4.01 load 0.00\n",
"5687 03 11:09:00 INFO train : 2584 loss 0.7521 elapsed 4.36 load 0.00\n",
"5687 03 11:09:04 INFO train : 2585 loss 0.7371 elapsed 4.42 load 0.00\n",
"5687 03 11:09:08 INFO train : 2586 loss 0.7937 elapsed 4.40 load 0.00\n",
"5687 03 11:09:13 INFO train : 2587 loss 0.7948 elapsed 4.71 load 0.00\n",
"5687 03 11:09:18 INFO train : 2588 loss 0.7550 elapsed 4.42 load 0.00\n",
"5687 03 11:09:22 INFO train : 2589 loss 0.8060 elapsed 4.59 load 0.00\n",
"5687 03 11:09:27 INFO train : 2590 loss 0.7925 elapsed 4.46 load 0.00\n",
"5687 03 11:09:31 INFO train : 2591 loss 0.6717 elapsed 4.65 load 0.01\n",
"5687 03 11:09:36 INFO train : 2592 loss 0.7567 elapsed 4.48 load 0.00\n",
"5687 03 11:09:40 INFO train : 2593 loss 0.7800 elapsed 4.06 load 0.00\n",
"5687 03 11:09:44 INFO train : 2594 loss 0.8105 elapsed 4.32 load 0.00\n",
"5687 03 11:09:49 INFO train : 2595 loss 0.7360 elapsed 4.33 load 0.00\n",
"5687 03 11:09:53 INFO train : 2596 loss 0.8432 elapsed 4.53 load 0.00\n",
"5687 03 11:09:58 INFO train : 2597 loss 0.7658 elapsed 4.53 load 0.01\n",
"5687 03 11:10:02 INFO train : 2598 loss 0.7346 elapsed 4.14 load 0.00\n",
"5687 03 11:10:06 INFO train : 2599 loss 0.7789 elapsed 4.64 load 0.00\n",
"5687 03 11:10:11 INFO train : 2600 loss 0.7703 elapsed 4.74 load 0.00\n",
"5687 03 11:10:16 INFO train : 2601 loss 0.8074 elapsed 4.73 load 0.00\n",
"5687 03 11:10:20 INFO train : 2602 loss 0.8339 elapsed 4.59 load 0.00\n",
"5687 03 11:10:25 INFO train : 2603 loss 0.8484 elapsed 4.24 load 0.01\n",
"5687 03 11:10:29 INFO train : 2604 loss 0.7611 elapsed 4.01 load 0.00\n",
"5687 03 11:10:33 INFO train : 2605 loss 0.7548 elapsed 4.37 load 0.00\n",
"5687 03 11:10:38 INFO train : 2606 loss 0.9360 elapsed 4.54 load 0.00\n",
"5687 03 11:10:42 INFO train : 2607 loss 0.7571 elapsed 4.74 load 0.00\n",
"5687 03 11:10:47 INFO train : 2608 loss 0.7577 elapsed 4.70 load 0.00\n",
"5687 03 11:10:51 INFO train : 2609 loss 0.7996 elapsed 4.23 load 0.00\n",
"5687 03 11:10:56 INFO train : 2610 loss 0.7432 elapsed 4.31 load 0.00\n",
"5687 03 11:11:00 INFO train : 2611 loss 0.7880 elapsed 4.44 load 0.00\n",
"5687 03 11:11:05 INFO train : 2612 loss 0.7054 elapsed 4.64 load 0.00\n",
"5687 03 11:11:09 INFO train : 2613 loss 0.8086 elapsed 4.37 load 0.00\n",
"5687 03 11:11:14 INFO train : 2614 loss 0.7729 elapsed 4.62 load 0.00\n",
"5687 03 11:11:18 INFO train : 2615 loss 0.7582 elapsed 4.28 load 0.00\n",
"5687 03 11:11:22 INFO train : 2616 loss 0.7258 elapsed 4.28 load 0.00\n",
"5687 03 11:11:27 INFO train : 2617 loss 0.8169 elapsed 4.63 load 0.00\n",
"5687 03 11:11:32 INFO train : 2618 loss 0.8207 elapsed 4.63 load 0.00\n",
"5687 03 11:11:36 INFO train : 2619 loss 0.8374 elapsed 4.64 load 0.00\n",
"5687 03 11:11:41 INFO train : 2620 loss 0.8167 elapsed 4.39 load 0.00\n",
"5687 03 11:11:45 INFO train : 2621 loss 0.7707 elapsed 4.62 load 0.00\n",
"5687 03 11:11:49 INFO train : 2622 loss 0.7590 elapsed 4.17 load 0.00\n",
"5687 03 11:11:54 INFO train : 2623 loss 0.7738 elapsed 4.66 load 0.00\n",
"5687 03 11:11:59 INFO train : 2624 loss 0.7601 elapsed 4.51 load 0.00\n",
"5687 03 11:12:04 INFO train : 2625 loss 0.7440 elapsed 4.90 load 0.00\n",
"5687 03 11:12:08 INFO train : 2626 loss 0.7756 elapsed 4.65 load 0.00\n",
"5687 03 11:12:13 INFO train : 2627 loss 0.7267 elapsed 4.49 load 0.00\n",
"5687 03 11:12:17 INFO train : 2628 loss 0.8642 elapsed 4.15 load 0.00\n",
"5687 03 11:12:21 INFO train : 2629 loss 0.8238 elapsed 4.39 load 0.01\n",
"5687 03 11:12:26 INFO train : 2630 loss 0.8203 elapsed 4.79 load 0.00\n",
"5687 03 11:12:31 INFO train : 2631 loss 0.7247 elapsed 4.54 load 0.00\n",
"5687 03 11:12:35 INFO train : 2632 loss 0.7312 elapsed 4.16 load 0.00\n",
"5687 03 11:12:39 INFO train : 2633 loss 0.9319 elapsed 4.42 load 0.00\n",
"5687 03 11:12:44 INFO train : 2634 loss 0.7451 elapsed 4.48 load 0.00\n",
"5687 03 11:12:47 INFO train : 2635 loss 0.7744 elapsed 3.72 load 0.00\n",
"5687 03 11:12:52 INFO train : 2636 loss 0.8196 elapsed 4.53 load 0.00\n",
"5687 03 11:12:56 INFO train : 2637 loss 0.6743 elapsed 4.42 load 0.00\n",
"5687 03 11:13:01 INFO train : 2638 loss 0.9505 elapsed 4.39 load 0.00\n",
"5687 03 11:13:05 INFO train : 2639 loss 0.7643 elapsed 4.66 load 0.00\n",
"5687 03 11:13:10 INFO train : 2640 loss 0.8286 elapsed 4.59 load 0.00\n",
"5687 03 11:13:15 INFO train : 2641 loss 0.7922 elapsed 4.54 load 0.01\n",
"5687 03 11:13:19 INFO train : 2642 loss 0.8004 elapsed 4.39 load 0.00\n",
"5687 03 11:13:24 INFO train : 2643 loss 0.7974 elapsed 4.57 load 0.00\n",
"5687 03 11:13:28 INFO train : 2644 loss 0.7602 elapsed 4.42 load 0.00\n",
"5687 03 11:13:33 INFO train : 2645 loss 0.8130 elapsed 4.83 load 0.00\n",
"5687 03 11:13:37 INFO train : 2646 loss 0.8453 elapsed 4.03 load 0.00\n",
"5687 03 11:13:41 INFO train : 2647 loss 0.7136 elapsed 4.47 load 0.00\n",
"5687 03 11:13:45 INFO train : 2648 loss 0.7503 elapsed 3.92 load 0.00\n",
"5687 03 11:13:50 INFO train : 2649 loss 0.7826 elapsed 4.53 load 0.00\n",
"5687 03 11:13:54 INFO train : 2650 loss 0.7582 elapsed 4.67 load 0.00\n",
"5687 03 11:13:59 INFO train : 2651 loss 0.7871 elapsed 4.62 load 0.00\n",
"5687 03 11:14:03 INFO train : 2652 loss 0.7710 elapsed 4.41 load 0.00\n",
"5687 03 11:14:08 INFO train : 2653 loss 0.7874 elapsed 4.37 load 0.00\n",
"5687 03 11:14:12 INFO train : 2654 loss 0.7237 elapsed 4.61 load 0.00\n",
"5687 03 11:14:17 INFO train : 2655 loss 0.7876 elapsed 4.67 load 0.00\n",
"5687 03 11:14:22 INFO train : 2656 loss 0.7921 elapsed 4.70 load 0.00\n",
"5687 03 11:14:27 INFO train : 2657 loss 0.8278 elapsed 4.75 load 0.01\n",
"5687 03 11:14:31 INFO train : 2658 loss 0.7311 elapsed 4.67 load 0.00\n",
"5687 03 11:14:36 INFO train : 2659 loss 0.7923 elapsed 4.38 load 0.00\n",
"5687 03 11:14:40 INFO train : 2660 loss 0.7948 elapsed 4.12 load 0.00\n",
"5687 03 11:14:44 INFO train : 2661 loss 0.7843 elapsed 3.78 load 0.00\n",
"5687 03 11:14:48 INFO train : 2662 loss 0.7942 elapsed 4.67 load 0.00\n",
"5687 03 11:14:53 INFO train : 2663 loss 0.8404 elapsed 4.45 load 0.00\n",
"5687 03 11:14:57 INFO train : 2664 loss 0.7457 elapsed 4.66 load 0.00\n",
"5687 03 11:15:02 INFO train : 2665 loss 0.7427 elapsed 4.85 load 0.00\n",
"5687 03 11:15:07 INFO train : 2666 loss 1.0341 elapsed 4.68 load 0.00\n",
"5687 03 11:15:11 INFO train : 2667 loss 0.7270 elapsed 4.37 load 0.00\n",
"5687 03 11:15:15 INFO train : 2668 loss 0.7361 elapsed 4.13 load 0.00\n",
"5687 03 11:15:20 INFO train : 2669 loss 0.8211 elapsed 4.74 load 0.00\n",
"5687 03 11:15:24 INFO train : 2670 loss 0.7935 elapsed 4.35 load 0.00\n",
"5687 03 11:15:29 INFO train : 2671 loss 0.8745 elapsed 4.38 load 0.00\n",
"5687 03 11:15:33 INFO train : 2672 loss 0.7718 elapsed 4.43 load 0.00\n",
"5687 03 11:15:38 INFO train : 2673 loss 0.7387 elapsed 4.61 load 0.00\n",
"5687 03 11:15:43 INFO train : 2674 loss 0.7952 elapsed 4.62 load 0.00\n",
"5687 03 11:15:47 INFO train : 2675 loss 0.7568 elapsed 4.57 load 0.00\n",
"5687 03 11:15:52 INFO train : 2676 loss 0.8450 elapsed 4.42 load 0.00\n",
"5687 03 11:15:56 INFO train : 2677 loss 0.8151 elapsed 4.45 load 0.00\n",
"5687 03 11:16:00 INFO train : 2678 loss 0.7582 elapsed 4.26 load 0.00\n",
"5687 03 11:16:05 INFO train : 2679 loss 0.7625 elapsed 4.41 load 0.00\n",
"5687 03 11:16:09 INFO train : 2680 loss 0.7535 elapsed 4.45 load 0.00\n",
"5687 03 11:16:14 INFO train : 2681 loss 0.7416 elapsed 4.41 load 0.00\n",
"5687 03 11:16:18 INFO train : 2682 loss 0.7464 elapsed 4.36 load 0.00\n",
"5687 03 11:16:22 INFO train : 2683 loss 0.7435 elapsed 4.25 load 0.00\n",
"5687 03 11:16:27 INFO train : 2684 loss 0.8784 elapsed 4.65 load 0.00\n",
"5687 03 11:16:31 INFO train : 2685 loss 0.7514 elapsed 4.19 load 0.00\n",
"5687 03 11:16:35 INFO train : 2686 loss 0.7626 elapsed 4.45 load 0.01\n",
"5687 03 11:16:40 INFO train : 2687 loss 0.8488 elapsed 4.40 load 0.00\n",
"5687 03 11:16:44 INFO train : 2688 loss 0.7633 elapsed 4.41 load 0.00\n",
"5687 03 11:16:48 INFO train : 2689 loss 0.7319 elapsed 4.17 load 0.00\n",
"5687 03 11:16:53 INFO train : 2690 loss 0.7489 elapsed 4.52 load 0.00\n",
"5687 03 11:16:58 INFO train : 2691 loss 0.9308 elapsed 4.60 load 0.00\n",
"5687 03 11:17:02 INFO train : 2692 loss 0.7302 elapsed 4.36 load 0.00\n",
"5687 03 11:17:06 INFO train : 2693 loss 0.8353 elapsed 4.48 load 0.00\n",
"5687 03 11:17:11 INFO train : 2694 loss 0.7523 elapsed 4.56 load 0.00\n",
"5687 03 11:17:15 INFO train : 2695 loss 0.7370 elapsed 4.16 load 0.00\n",
"5687 03 11:17:20 INFO train : 2696 loss 0.8461 elapsed 4.67 load 0.00\n",
"5687 03 11:17:24 INFO train : 2697 loss 0.8090 elapsed 4.27 load 0.00\n",
"5687 03 11:17:28 INFO train : 2698 loss 0.8386 elapsed 4.33 load 0.01\n",
"5687 03 11:17:33 INFO train : 2699 loss 0.8614 elapsed 4.32 load 0.00\n",
"5687 03 11:17:37 INFO train : 2700 loss 0.8155 elapsed 4.47 load 0.00\n",
"5687 03 11:17:42 INFO train : 2701 loss 0.7838 elapsed 4.56 load 0.00\n",
"5687 03 11:17:46 INFO train : 2702 loss 0.7349 elapsed 3.86 load 0.00\n",
"5687 03 11:17:50 INFO train : 2703 loss 0.7955 elapsed 4.64 load 0.00\n",
"5687 03 11:17:55 INFO train : 2704 loss 0.7574 elapsed 4.26 load 0.00\n",
"5687 03 11:17:59 INFO train : 2705 loss 0.7757 elapsed 4.65 load 0.00\n",
"5687 03 11:18:04 INFO train : 2706 loss 0.8200 elapsed 4.49 load 0.00\n",
"5687 03 11:18:08 INFO train : 2707 loss 0.7834 elapsed 4.64 load 0.00\n",
"5687 03 11:18:13 INFO train : 2708 loss 0.8205 elapsed 4.57 load 0.00\n",
"5687 03 11:18:18 INFO train : 2709 loss 0.8060 elapsed 4.54 load 0.00\n",
"5687 03 11:18:21 INFO train : 2710 loss 0.7536 elapsed 3.90 load 0.00\n",
"5687 03 11:18:26 INFO train : 2711 loss 0.8351 elapsed 4.50 load 0.00\n",
"5687 03 11:18:31 INFO train : 2712 loss 0.7612 elapsed 4.63 load 0.00\n",
"5687 03 11:18:35 INFO train : 2713 loss 0.9039 elapsed 4.64 load 0.00\n",
"5687 03 11:18:40 INFO train : 2714 loss 0.7555 elapsed 4.50 load 0.00\n",
"5687 03 11:18:44 INFO train : 2715 loss 0.8991 elapsed 4.48 load 0.01\n",
"5687 03 11:18:49 INFO train : 2716 loss 0.7462 elapsed 4.38 load 0.00\n",
"5687 03 11:18:53 INFO train : 2717 loss 0.8985 elapsed 4.31 load 0.00\n",
"5687 03 11:18:56 INFO train : 2718 loss 0.8296 elapsed 3.40 load 0.00\n",
"5687 03 11:19:00 INFO train : 2719 loss 0.8242 elapsed 4.13 load 0.00\n",
"5687 03 11:19:05 INFO train : 2720 loss 0.7695 elapsed 4.69 load 0.00\n",
"5687 03 11:19:10 INFO train : 2721 loss 0.7526 elapsed 4.61 load 0.00\n",
"5687 03 11:19:14 INFO train : 2722 loss 0.9514 elapsed 4.18 load 0.00\n",
"5687 03 11:19:18 INFO train : 2723 loss 0.7591 elapsed 4.26 load 0.00\n",
"5687 03 11:19:23 INFO train : 2724 loss 0.7526 elapsed 4.35 load 0.00\n",
"5687 03 11:19:27 INFO train : 2725 loss 0.9252 elapsed 4.25 load 0.00\n",
"5687 03 11:19:31 INFO train : 2726 loss 0.7772 elapsed 4.23 load 0.00\n",
"5687 03 11:19:36 INFO train : 2727 loss 0.7539 elapsed 4.56 load 0.00\n",
"5687 03 11:19:40 INFO train : 2728 loss 0.7484 elapsed 4.41 load 0.00\n",
"5687 03 11:19:44 INFO train : 2729 loss 0.7713 elapsed 4.21 load 0.00\n",
"5687 03 11:19:49 INFO train : 2730 loss 0.7981 elapsed 4.31 load 0.01\n",
"5687 03 11:19:53 INFO train : 2731 loss 0.7962 elapsed 4.24 load 0.00\n",
"5687 03 11:19:57 INFO train : 2732 loss 0.7271 elapsed 4.27 load 0.00\n",
"5687 03 11:20:01 INFO train : 2733 loss 0.7266 elapsed 4.36 load 0.00\n",
"5687 03 11:20:05 INFO train : 2734 loss 0.7669 elapsed 4.01 load 0.00\n",
"5687 03 11:20:10 INFO train : 2735 loss 0.6174 elapsed 4.43 load 0.00\n",
"5687 03 11:20:14 INFO train : 2736 loss 0.7805 elapsed 4.57 load 0.00\n",
"5687 03 11:20:19 INFO train : 2737 loss 0.8414 elapsed 4.32 load 0.00\n",
"5687 03 11:20:23 INFO train : 2738 loss 0.7576 elapsed 4.42 load 0.00\n",
"5687 03 11:20:28 INFO train : 2739 loss 0.7233 elapsed 4.55 load 0.00\n",
"5687 03 11:20:32 INFO train : 2740 loss 0.7594 elapsed 4.62 load 0.00\n",
"5687 03 11:20:37 INFO train : 2741 loss 0.8475 elapsed 4.51 load 0.00\n",
"5687 03 11:20:42 INFO train : 2742 loss 0.7775 elapsed 4.82 load 0.00\n",
"5687 03 11:20:46 INFO train : 2743 loss 0.7233 elapsed 4.46 load 0.00\n",
"5687 03 11:20:51 INFO train : 2744 loss 0.7566 elapsed 4.38 load 0.00\n",
"5687 03 11:20:55 INFO train : 2745 loss 0.7341 elapsed 4.68 load 0.00\n",
"5687 03 11:21:00 INFO train : 2746 loss 0.7473 elapsed 4.53 load 0.00\n",
"5687 03 11:21:04 INFO train : 2747 loss 0.7743 elapsed 4.56 load 0.00\n",
"5687 03 11:21:09 INFO train : 2748 loss 0.8412 elapsed 4.31 load 0.00\n",
"5687 03 11:21:13 INFO train : 2749 loss 0.7505 elapsed 4.43 load 0.00\n",
"5687 03 11:21:18 INFO train : 2750 loss 0.7925 elapsed 4.47 load 0.00\n",
"5687 03 11:21:22 INFO train : 2751 loss 0.8250 elapsed 4.80 load 0.00\n",
"5687 03 11:21:26 INFO train : 2752 loss 0.7876 elapsed 3.71 load 0.01\n",
"5687 03 11:21:31 INFO train : 2753 loss 0.8113 elapsed 4.55 load 0.00\n",
"5687 03 11:21:35 INFO train : 2754 loss 0.7291 elapsed 4.70 load 0.00\n",
"5687 03 11:21:40 INFO train : 2755 loss 0.8167 elapsed 5.02 load 0.00\n",
"5687 03 11:21:45 INFO train : 2756 loss 0.8092 elapsed 4.58 load 0.00\n",
"5687 03 11:21:49 INFO train : 2757 loss 0.8101 elapsed 4.38 load 0.00\n",
"5687 03 11:21:54 INFO train : 2758 loss 0.8021 elapsed 4.30 load 0.00\n",
"5687 03 11:21:58 INFO train : 2759 loss 0.7817 elapsed 4.41 load 0.00\n",
"5687 03 11:22:02 INFO train : 2760 loss 0.7232 elapsed 3.73 load 0.00\n"
]
},
{
"ename": "KeyboardInterrupt",
"evalue": "",
"output_type": "error",
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[0;31mKeyboardInterrupt\u001b[0m Traceback (most recent call last)",
"\u001b[0;32m/tmp/ipykernel_4713/3074541996.py\u001b[0m in \u001b[0;36m<cell line: 1>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m sp.check_call(\n\u001b[0m\u001b[1;32m 2\u001b[0m ' '.join([\n\u001b[1;32m 3\u001b[0m \u001b[0;34mf'PYTHONPATH={path_to_sources} CUDA_VISIBLE_DEVICES={gpu_avaiable}'\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 4\u001b[0m \u001b[0;34mf'python3 -m sources.fastpitch.train_fastpitch'\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 5\u001b[0m \u001b[0;34mf'--logs {logs_dir}'\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;32m/usr/lib/python3.10/subprocess.py\u001b[0m in \u001b[0;36mcheck_call\u001b[0;34m(*popenargs, **kwargs)\u001b[0m\n\u001b[1;32m 362\u001b[0m \u001b[0mcheck_call\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m\"ls\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"-l\"\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 363\u001b[0m \"\"\"\n\u001b[0;32m--> 364\u001b[0;31m \u001b[0mretcode\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcall\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0mpopenargs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 365\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mretcode\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 366\u001b[0m \u001b[0mcmd\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mkwargs\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"args\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;32m/usr/lib/python3.10/subprocess.py\u001b[0m in \u001b[0;36mcall\u001b[0;34m(timeout, *popenargs, **kwargs)\u001b[0m\n\u001b[1;32m 345\u001b[0m \u001b[0;32mwith\u001b[0m \u001b[0mPopen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0mpopenargs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0mp\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 346\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 347\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mwait\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtimeout\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtimeout\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 348\u001b[0m \u001b[0;32mexcept\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0;31m# Including KeyboardInterrupt, wait handled that.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 349\u001b[0m \u001b[0mp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mkill\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;32m/usr/lib/python3.10/subprocess.py\u001b[0m in \u001b[0;36mwait\u001b[0;34m(self, timeout)\u001b[0m\n\u001b[1;32m 1207\u001b[0m \u001b[0mendtime\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0m_time\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0mtimeout\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1208\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1209\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_wait\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtimeout\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtimeout\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 1210\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mKeyboardInterrupt\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1211\u001b[0m \u001b[0;31m# https://bugs.python.org/issue25942\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;32m/usr/lib/python3.10/subprocess.py\u001b[0m in \u001b[0;36m_wait\u001b[0;34m(self, timeout)\u001b[0m\n\u001b[1;32m 1957\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mreturncode\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1958\u001b[0m \u001b[0;32mbreak\u001b[0m \u001b[0;31m# Another thread waited.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1959\u001b[0;31m \u001b[0;34m(\u001b[0m\u001b[0mpid\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0msts\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_try_wait\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 1960\u001b[0m \u001b[0;31m# Check the pid and loop as waitpid has been known to\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1961\u001b[0m \u001b[0;31m# return 0 even without WNOHANG in odd situations.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;32m/usr/lib/python3.10/subprocess.py\u001b[0m in \u001b[0;36m_try_wait\u001b[0;34m(self, wait_flags)\u001b[0m\n\u001b[1;32m 1915\u001b[0m \u001b[0;34m\"\"\"All callers to this function MUST hold self._waitpid_lock.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1916\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1917\u001b[0;31m \u001b[0;34m(\u001b[0m\u001b[0mpid\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0msts\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mos\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mwaitpid\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpid\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mwait_flags\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 1918\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mChildProcessError\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1919\u001b[0m \u001b[0;31m# This happens if SIGCLD is set to be ignored or waiting\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;31mKeyboardInterrupt\u001b[0m: "
]
}
],
"source": [
"sp.check_call(\n",
" ' '.join([\n",
" f'PYTHONPATH={path_to_sources} CUDA_VISIBLE_DEVICES={gpu_avaiable}',\n",
" f'python3 -m sources.fastpitch.train_fastpitch',\n",
" f'--logs {logs_dir}',\n",
" f'--ckptdir {ckpt_dir}',\n",
" f'--dataset {path_to_dataset}',\n",
" f'--hfg {path_to_hfg_ckpt}'\n",
" ]), shell=True\n",
")"
]
},
{
"cell_type": "code",
"execution_count": 37,
"id": "2810cd8b-2278-4472-b3ea-d9e6f4d8f8ee",
"metadata": {
"execution": {
"iopub.execute_input": "2025-05-03T23:22:10.962482Z",
"iopub.status.busy": "2025-05-03T23:22:10.961128Z",
"iopub.status.idle": "2025-05-03T23:22:11.229311Z",
"shell.execute_reply": "2025-05-03T23:22:11.228226Z",
"shell.execute_reply.started": "2025-05-03T23:22:10.962432Z"
},
"tags": []
},
"outputs": [],
"source": [
"# If running in colab:\n",
"\n",
"# %load_ext tensorboard\n",
"# %tensorboard --logdir logs"
]
},
{
"cell_type": "code",
"execution_count": 38,
"id": "a4a4b296-ca18-46ca-bce3-5dc3b821098a",
"metadata": {
"execution": {
"iopub.execute_input": "2025-05-03T23:22:11.237745Z",
"iopub.status.busy": "2025-05-03T23:22:11.236483Z",
"iopub.status.idle": "2025-05-03T23:22:11.388012Z",
"shell.execute_reply": "2025-05-03T23:22:11.387254Z",
"shell.execute_reply.started": "2025-05-03T23:22:11.237716Z"
},
"tags": []
},
"outputs": [],
"source": [
"# If running in colab:\n",
"\n",
"# %%shell\n",
"\n",
"# mkdir logs checkpoints\n",
"\n",
"# PYTHONPATH=speech_course python3 -m week_07_tts_am.fastpitch.train_fastpitch \\\n",
"# --logs logs \\\n",
"# --ckptdir checkpoints \\\n",
"# --dataset /content/ljspeech_aligned \\\n",
"# --hfg /content/hifigan_gen_checkpoint_6500.pt"
]
},
{
"cell_type": "markdown",
"id": "a6e02abc-0240-4eae-9bb1-4419a5b244c3",
"metadata": {},
"source": [
"### Infer model on an example\n",
"\n",
"Execute the code provided below. Then, append the generated audio to the homework results.\n",
"- if attaching an archive, use name: `prediction.wav`"
]
},
{
"cell_type": "code",
"execution_count": 39,
"id": "9ad28736-5626-4a50-a6ba-4dcdad9bc304",
"metadata": {
"execution": {
"iopub.execute_input": "2025-05-03T23:22:12.657902Z",
"iopub.status.busy": "2025-05-03T23:22:12.656648Z",
"iopub.status.idle": "2025-05-03T23:22:13.404049Z",
"shell.execute_reply": "2025-05-03T23:22:13.402910Z",
"shell.execute_reply.started": "2025-05-03T23:22:12.657858Z"
},
"id": "9ad28736-5626-4a50-a6ba-4dcdad9bc304",
"tags": []
},
"outputs": [],
"source": [
"from sources.fastpitch.common.checkpointer import Checkpointer\n",
"from sources.fastpitch.model import FastPitch\n",
"from sources.fastpitch.data import FastPitchBatch, SymbolsSet\n",
"from sources.hifigan.model import load_model as load_hfg_model"
]
},
{
"cell_type": "code",
"execution_count": 40,
"id": "5e2a451e-06de-4e9c-b45c-2461acd561cc",
"metadata": {
"execution": {
"iopub.execute_input": "2025-05-03T23:22:13.406945Z",
"iopub.status.busy": "2025-05-03T23:22:13.405930Z",
"iopub.status.idle": "2025-05-03T23:22:13.476669Z",
"shell.execute_reply": "2025-05-03T23:22:13.475775Z",
"shell.execute_reply.started": "2025-05-03T23:22:13.406894Z"
},
"scrolled": true,
"tags": []
},
"outputs": [],
"source": [
"def get_symbol_ids(text):\n",
" g2p = G2p()\n",
" phonemes = g2p(text)\n",
"\n",
" symbols_set = SymbolsSet()\n",
" \n",
" symbols = []\n",
" for ph in phonemes:\n",
" if ph in symbols_set.symbols_to_id:\n",
" symbols.append(ph)\n",
" elif ph == ' ':\n",
" continue\n",
" else:\n",
" symbols.append(\"sil\")\n",
" \n",
" symbols_ids = torch.LongTensor(symbols_set.encode(symbols))\n",
" text_length = torch.LongTensor([symbols_ids.shape[0]])\n",
"\n",
" return symbols_ids, text_length"
]
},
{
"cell_type": "code",
"execution_count": 41,
"id": "f1541feb-f8e4-4e08-bc8a-cb66979480d1",
"metadata": {
"execution": {
"iopub.execute_input": "2025-05-03T23:22:13.478209Z",
"iopub.status.busy": "2025-05-03T23:22:13.477597Z",
"iopub.status.idle": "2025-05-03T23:22:13.512564Z",
"shell.execute_reply": "2025-05-03T23:22:13.511786Z",
"shell.execute_reply.started": "2025-05-03T23:22:13.478180Z"
},
"tags": []
},
"outputs": [],
"source": [
"checkpointer = Checkpointer(ckpt_dir)"
]
},
{
"cell_type": "code",
"execution_count": 42,
"id": "b0cb51ef-c337-4796-88df-50fdf928a7f6",
"metadata": {
"execution": {
"iopub.execute_input": "2025-05-03T23:22:13.617648Z",
"iopub.status.busy": "2025-05-03T23:22:13.616166Z",
"iopub.status.idle": "2025-05-03T23:22:14.208020Z",
"shell.execute_reply": "2025-05-03T23:22:14.206738Z",
"shell.execute_reply.started": "2025-05-03T23:22:13.617597Z"
},
"tags": []
},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"HiFi-GAN: Removing weight norm.\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n",
"/home/jupyter/.local/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\n",
" warnings.warn(\"torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.\")\n"
]
}
],
"source": [
"hfg = load_hfg_model(path_to_hfg_ckpt)\n",
"hfg = hfg.to(device).eval()"
]
},
{
"cell_type": "code",
"execution_count": 43,
"id": "2ced55d2-5b54-4957-bed1-ea8a5834ceaf",
"metadata": {
"execution": {
"iopub.execute_input": "2025-05-03T23:22:14.211147Z",
"iopub.status.busy": "2025-05-03T23:22:14.210543Z",
"iopub.status.idle": "2025-05-03T23:22:14.866945Z",
"shell.execute_reply": "2025-05-03T23:22:14.866128Z",
"shell.execute_reply.started": "2025-05-03T23:22:14.211103Z"
},
"scrolled": true,
"tags": []
},
"outputs": [],
"source": [
"ckpt_dict = checkpointer.load_last_checkpoint()\n",
"hparams = HParamsFastpitch.create(ckpt_dict['hparams'])\n",
"fp = FastPitch(hparams)\n",
"fp.load_state_dict(ckpt_dict['state_dict'])\n",
"fp = fp.to(device)"
]
},
{
"cell_type": "code",
"execution_count": 44,
"id": "cf9c4c70-b6db-46ec-b9a8-59a8b8fb6e53",
"metadata": {
"execution": {
"iopub.execute_input": "2025-05-03T23:22:14.868993Z",
"iopub.status.busy": "2025-05-03T23:22:14.868488Z",
"iopub.status.idle": "2025-05-03T23:22:14.902860Z",
"shell.execute_reply": "2025-05-03T23:22:14.902130Z",
"shell.execute_reply.started": "2025-05-03T23:22:14.868959Z"
},
"tags": []
},
"outputs": [],
"source": [
"# import nltk\n",
"# nltk.download('averaged_perceptron_tagger_eng')"
]
},
{
"cell_type": "code",
"execution_count": 45,
"id": "c9418e2e-8693-4497-b827-adcdcdec0970",
"metadata": {
"execution": {
"iopub.execute_input": "2025-05-03T23:22:15.127754Z",
"iopub.status.busy": "2025-05-03T23:22:15.127101Z",
"iopub.status.idle": "2025-05-03T23:22:15.246016Z",
"shell.execute_reply": "2025-05-03T23:22:15.244728Z",
"shell.execute_reply.started": "2025-05-03T23:22:15.127715Z"
},
"tags": []
},
"outputs": [],
"source": [
"text = \"Freestyler, rock the microphone, straight from the top of my dome. Freestyler, rock the microphone, carry on with the freestyler.\""
]
},
{
"cell_type": "code",
"execution_count": 66,
"id": "91a7612a-d3e7-4347-8e5c-e4c80fc277dc",
"metadata": {
"execution": {
"iopub.execute_input": "2025-05-04T00:23:19.695477Z",
"iopub.status.busy": "2025-05-04T00:23:19.694373Z",
"iopub.status.idle": "2025-05-04T00:23:20.648028Z",
"shell.execute_reply": "2025-05-04T00:23:20.647067Z",
"shell.execute_reply.started": "2025-05-04T00:23:19.695433Z"
},
"scrolled": true,
"tags": []
},
"outputs": [],
"source": [
"symbols_ids, lengths = get_symbol_ids(text)\n",
"\n",
"batch = FastPitchBatch(\n",
" texts=symbols_ids.unsqueeze(0),\n",
" text_lengths=lengths\n",
").to(device)"
]
},
{
"cell_type": "code",
"execution_count": 67,
"id": "c844557b-ee3b-488f-acc5-dd43d7d17dfa",
"metadata": {
"execution": {
"iopub.execute_input": "2025-05-04T00:23:22.272877Z",
"iopub.status.busy": "2025-05-04T00:23:22.271879Z",
"iopub.status.idle": "2025-05-04T00:23:26.165215Z",
"shell.execute_reply": "2025-05-04T00:23:26.164479Z",
"shell.execute_reply.started": "2025-05-04T00:23:22.272838Z"
},
"tags": []
},
"outputs": [
{
"data": {
"text/html": [
"\n",
" <audio controls=\"controls\" >\n",
" <source src=\"data:audio/wav;base64,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
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment