# Our project finally!

# ESIM

# Decomposable Attention

### Quote

Some people can read War and Peace and come away thinking it’s a simple adventure story. Others can read the ingredients on a chewing gum wrapper and unlock the secrets of the universe.

Lex Luthor

# The revolution of CNN

(a) Regular convolution：**AlexNet/VGG**

(b) Separable convolution block：

Split **Regular convolution** into **Depth wise** and **Point wise**.

(c) Separable with linear bottleneck：Import **ResNet bottleneck** into **Separable convolution**.

(d) bottleneck with expansion layer：

Invert **bottleneck**. (Small – Large – Small)

# Depthwise Separable Convolution

# Support Vector Machine (SVM)

# Sieve of Eratosthenes

class Solution: def countPrimes(self, n: int) -> int: if n < 3: return 0 primes = [0, 0] + [1] * (n - 2) for i in range(2, int(n ** 0.5) + 1): if primes[i]: primes[i * i: n: i] = [0] * len(primes[i * i: n: i]) return sum(primes)

# My Calendar I

Implement a `MyCalendar`

class to store your events. A new event can be added if adding the event will not cause a double booking.

Your class will have the method, `book(int start, int end)`

. Formally, this represents a booking on the half open interval `[start, end)`

, the range of real numbers `x`

such that `start <= x < end`

.

A *double booking* happens when two events have some non-empty intersection (ie., there is some time that is common to both events.)

For each call to the method `MyCalendar.book`

, return `true`

if the event can be added to the calendar successfully without causing a double booking. Otherwise, return `false`

and do not add the event to the calendar.Your class will be called like this: `MyCalendar cal = new MyCalendar();`

`MyCalendar.book(start, end)`

Example 1:MyCalendar(); MyCalendar.book(10, 20); // returns true MyCalendar.book(15, 25); // returns false MyCalendar.book(20, 30); // returns trueExplanation:The first event can be booked. The second can't because time 15 is already booked by another event. The third event can be booked, as the first event takes every time less than 20, but not including 20.

**Note:**

- The number of calls to
`MyCalendar.book`

per test case will be at most`1000`

. - In calls to
`MyCalendar.book(start, end)`

,`start`

and`end`

are integers in the range`[0, 10^9]`

.

import bisect class MyCalendar: def __init__(self): self.ints = [] def book(self, start: int, end: int) -> bool: idx = bisect.bisect_left(self.ints, (start, end)) is_left_valid = idx == 0 or self.ints[idx - 1][1] <= start is_right_valid = idx == len(self.ints) or end <= self.ints[idx][0] if is_left_valid and is_right_valid: self.ints.insert(idx, (start, end)) return True return False