dongzhuoyao

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

dongzhuoyao

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

dongzhuoyao

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

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

dongzhuoyao

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

dongzhuoyao

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dongzhuoyao

###LIST



###DAS 

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

dongzhuoyao

# 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

dongzhuoyao

#!/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     #

dongzhuoyao

```
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

```