Tao Hu dongzhuoyao

python main.py data=in32_pickle sg.params.condition_method=cluster dynamic=unet_fast dynamic.params.model_channels=128 data.params.batch_size=128 sg.params.cond_dim=10000 data.h5_file=sg_data/cluster/v3_in32p_cluster10000_iter30minp200_nns-1_dino_vitb16_2022-08-17T21_7b919c8.h5 sg.params.cond_drop_prob=0.1 sg.params.cond_scale=2 data.trainer.max_epochs=800 data.fid_every_n_epoch=10 name=aaaa_ep800_4gpu pl.trainer.strategy=ddp devices=4 debug=0

python main.py data=in32_pickle dynamic=unet_fast sg.params.condition_method=label sg.params.cond_drop_prob=0.1 sg.params.cond_scale=2 dynamic.params.model_channels=128 sg.params.cond_dim=1000 data.trainer.max_epochs=20 data.fid_every_n_epoch=4 data.params.batch_size=128 name=aaaa_v1.6.2_label_in32p_unet_fast_ep8800 debug=0 data.trainer.max_epochs=8800 data.fid_every_n_epoch=10 pl.trainer.strategy=ddp devices=4 debug=0

python main.py data=in32_pickle dynamic=unet_fast sg.params.condition_method=label sg.params.cond_drop_prob=0.1 sg.params.cond_scale=2 dynamic.params.m

	from abc import abstractmethod
	from functools import partial
	import math
	from typing import Iterable

	import numpy as np
	import torch
	import torch as th
	import torch.nn as nn
	import torch.nn.functional as F

	REMIX EXAMPLE PROJECT

	Remix example project is present when Remix loads very first time or there are no files existing in the File Explorer.
	It contains 3 directories:

	1. 'contracts': Holds three contracts with different complexity level, denoted with number prefix in file name.
	2. 'scripts': Holds two scripts to deploy a contract. It is explained below.
	3. 'tests': Contains one test file for 'Ballot' contract with unit tests in Solidity.

	SCRIPTS

	import torch
	from torch import nn
	from torch.nn import functional as F
	import math


	class LayerNorm(nn.Module):
	def __init__(self, eps=1e-6):
	super().__init__()
	self.eps = eps

	Iee9keaYk+mfs+S5kAp8fG11c2ljLjE2My5jb20KQEAqLm11c2ljLjEyNi5uZXQKCiFRUemfs+S5kAp8
	fHkucXEuY29tXgp8fGkueS5xcS5jb20vdjgvcGxheXNvbmcuaHRtbAp8fGMueS5xcS5jb20vdjgvZmNn
	LWJpbi9mY2dfcGxheV9zaW5nbGVfc29uZy5mY2cKQEBkbC5zdHJlYW0ucXFtdXNpYy5xcS5jb20KCiHp
	hbfni5fpn7PkuZAKfHxrdWdvdS5jb21eCnx8aXAua3Vnb3UuY29tL2NoZWNrL2lzY24KQEBmcy5vcGVu
	Lmt1Z291LmNvbQoKIemFt+aIkemfs+S5kAp8fGt1d28uY25eCnx8aXBjaGVjay5rdXdvLmNuL2lwX2No
	ZWNrLmt1d28KQEBzeWNkbi5rdXdvLmNuXgoKIeeZvuW6pumfs+S5kAp8fG11c2ljLmJhaWR1LmNvbS9k
	YXRhL3VzZXIvbG9jYXRpb24KQEB5aW55dWVzaGl0aW5nLmJhaWR1LmNvbQo=

	###LIST



	###DAS

	1. install conda locally(very easy)
	2. change .bashrc

	srun -u --pty --gres=gpu:1 --mem=60G --cpus-per-task=20 --time=6-23 bash -i

	srun -u --pty --gres=gpu:1 --mem=60G --cpus-per-task=20 --time=6-23 python myscript.py

	# Configuration
	HOME_DIR=/home/[user]/
	VERSION=3.1.0

	# Installation
	sudo apt-get update
	sudo apt-get upgrade
	sudo apt-get install -y build-essential cmake pkg-config
	sudo apt-get install -y libjpeg8-dev libtiff5-dev libjasper-dev libpng12-dev
	sudo apt-get install -y libavcodec-dev libavformat-dev libswscale-dev libv4l-dev

	#!/bin/bash

	################################################################################
	### OpenCV2 Installation Script ###
	################################################################################
	# Source code at https://github.com/arthurbeggs/scripts #
	################################################################################
	# #
	# Feel free to copy and modify this file. Giving me credit for it is your #
	# choice, but please keep references to other people's work, which I don't #

	```
	sudo fdisk -l
	sudo mount -t ext4 /dev/sda1 /data1 &&
	sudo mount -t ext4 /dev/sdb1 /data2 &&
	sudo mount -t ext4 /dev/sdc1 /data3 &&
	sudo mount -t ext4 /dev/sde1 /data4 &&
	sudo mount -t ext4 /dev/sdf1 /data5 &&
	sudo mount -t ext4 /dev/sdg1 /data6

	```