lkevinzc

1. Before adding new feature or a PR is merged at remote, at main branch:

• git fetch: get updates from remote repo
• git reset --hard origin/main: sync local main to be the same as remote main; this can remove any changes at local, so should be called before adding any changes

2. To create new features:

• git checkout -b feature-name: new a branch named "feature-name"
• modify codes and commit
• (if at the same time remote main is changed due to another PR) git checkout main; git fetch; git reset --hard origin/main then git checkout feature-name; git rebase origin/main and resolve any conflicts
• git push -u origin feature-name for the first time to push a local branch to remote or simply git push if the branch already exists at remote

3. Do pull request.

lkevinzc

import math
from typing import NamedTuple, Tuple

import chex
import jax
import jax.numpy as jnp
import numpy as np


class LosseParams(NamedTuple):

lkevinzc

import functools
import time

import haiku as hk
import jax
import jax.numpy as jnp
import numpy as np
from absl import app, flags, logging

FLAGS = flags.FLAGS

lkevinzc

use std::sync::Arc;
use tokio::sync::{Barrier, Notify};
use tokio::time::{sleep, Duration};

#[tokio::main]
async fn main() {
    let barrier = Arc::new(Barrier::new(10));
    let all_ready_notify = Arc::new(Notify::new());
    let notify_receiver = all_ready_notify.clone();
    for i in 0..10 {

lkevinzc

• 400 images
• DB network for detection
• single V100 GPU

serialization	image encoding	total processing time (s)	data size
msgpack	jpeg bytes	22, 21, 22	332,830
bson	jpeg bytes	22, 22, 22	332,840
json	jpeg bytes	bytes not JSON serializable
json	base64	23, 23, 23	443,774

lkevinzc

"""
[DS-CV Paddle Sharing]
16/09/2020
zichen.liu
"""


"""
Concepts (1): Variables
"""