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"""
Author: Awni Hannun

This is an example CTC decoder written in Python. The code is
intended to be a simple example and is not designed to be
especially efficient.

The algorithm is a prefix beam search for a model trained
with the CTC loss function.

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import os
import torch
from openvoice import se_extractor
from openvoice.api import ToneColorConverter

ckpt_converter = 'checkpoints_v2/converter'
device = "cuda:0" if torch.cuda.is_available() else "cpu"
output_dir = 'outputs_v2'
print(device)

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from melo.api import TTS
import os
import torch
from openvoice import se_extractor
from openvoice.api import ToneColorConverter

ckpt_converter = 'checkpoints_v2/converter'
device = "cuda:0" if torch.cuda.is_available() else "cpu"
output_dir = 'outputs_v2'
print(device)

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Usually, located at /usr/local/cuda/bin

Non-Visual Profiler

$ nvprof python train_mnist.py

I prefer to use --print-gpu-trace.

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/*
 * Parallel bitonic sort using CUDA.
 * Compile with
 * nvcc -arch=sm_11 bitonic_sort.cu
 * Based on http://www.tools-of-computing.com/tc/CS/Sorts/bitonic_sort.htm
 * License: BSD 3
 */

#include <stdlib.h>
#include <stdio.h>

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#include <iostream>
#include <random>
#include <chrono>
#include <x86intrin.h>
#include <cassert>

// Runtime evaluation for squared Eucliden distance functions
// - fvec_L2_sqr_ref: naive reference impl from Faiss
// - fvec_L2_sqr_sse: SSE impl from Faiss
// - fvec_L2_sqr_avx: AVX impl from Faiss

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.PHONY: using-gcc using-gcc-static using-clang

using-gcc:
	g++-4.8 -o main-gcc -lasan -O -g -fsanitize=address -fno-omit-frame-pointer main.cpp && \
	ASAN_OPTIONS=symbolize=1 ASAN_SYMBOLIZER_PATH=$(shell which llvm-symbolizer) ./main-gcc

using-gcc-static:
	g++-4.8 -o main-gcc-static -static-libstdc++ -static-libasan -O -g -fsanitize=address -fno-omit-frame-pointer main.cpp && \
	ASAN_OPTIONS=symbolize=1 ASAN_SYMBOLIZER_PATH=$(shell which llvm-symbolizer) ./main-gcc-static

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SHOBJ_CFLAGS ?= -fno-common -g -ggdb
SHOBJ_LDFLAGS ?= -shared -Bsymbolic
CFLAGS = -Wall -g -fPIC -lc -lm -Og -std=gnu99  
CC=gcc

all: example.so

example.so: example.o
	$(LD) -o $@ example.o $(SHOBJ_LDFLAGS) $(LIBS) -lc 

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show engines;
show databases;
drop database pay;
create database pay ;
use pay;
show tables;
drop table `pay`.`user_asset`;
CREATE TABLE `user_asset`
(
    `userId` bigint unsigned NOT NULL DEFAULT '0',

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show engines;
show databases;
show variables like "%partition%" ;
SHOW NODE;

drop database pay;
create database pay PARTITION_MODE=partitioning;
SHOW CREATE DATABASE pay;

use pay;