Category: Reviews

How to Choose a freelance online bank! 3 Recommended Bank Accounts
A freelance engineer will explain why you should choose an online bank for your business account, the benefits, and how to choose a bank. We will introduce 3 recommended banks for you while comparing interest rates, various transaction fees, and profitable conditions. Choose the bank that suits your lifestyle wisely and manage your money!
1. Benefits of freelance choosing an online bank
If you are thinking of working as a freelancer (individual business owner), or if you are currently managing your personal account as your main account, we recommend that you create a bank account for your business. To do.
There are three main types of banks, even if they are called bank accounts.
Online bank
If you work freelance, we recommend online banking.
Unlike salaries, who receive salaries from the company once a month, in the case of freelancers, the timing of payment of compensation depends on the client. If you use an online bank, you can check it from your computer or smartphone regardless of location or time, so it will not be a hassle.
In addition, in the case of online banks, it is often possible to link with cloud accounting software, which has many advantages for freelancers, such as making it easier to book double-entry bookkeeping for blue tax returns, which is required when filing tax returns.

[Main benefits of online banks]
・ Fees are relatively low
・ Deposit interest rates are relatively high ・ Deposits
and withdrawals can be easily made at affiliated ATMs ・
Time can be saved because online procedures can be completed ・ Procedures can be made
24 hours a day, 365 days a year
・ Bookkeeping You don’t have to go out and you can download transaction records to your computer.
・ You can check your balance at any time on your smartphone. ・
There is no account maintenance fee.
・ You can often link with cloud accounting software.
Mega bank
It is well known and can give trust to trading partners.
In addition, there are ATMs and branches all over the country, and it is attractive that it is highly convenient, but the fact that the examination of opening an account is strict and the account maintenance fee is relatively high may be a disadvantage for freelancers. ..
Shinkin bank
As a community-based financial institution, Shinkin banks have a mission to support the local economy, mainly dealing with sole proprietors and small and medium-sized enterprises, so even freelancers can easily borrow money.
2. Points for choosing an online bank
For those who are thinking of opening a business account, we would like to introduce the points that we would like to emphasize when choosing an online bank.
2.1 Choose a bank with a high interest rate
In the case of online banks, the interest rate of ordinary deposits is often high, so it is recommended to pay attention to the interest rate of ordinary deposits rather than fixed deposits. The interest rate on ordinary deposits is set at 0.001 to 0.15%, which is higher than the basic value of 0.001% for Mega Bank. As for fixed deposits, mega banks have a high interest rate of 0.01%, while online banks have a high interest rate of 0.02%.
2.2 Select by ATM fee & transfer fee
In most online banks, ATM fees and transfer fees to other banks are free with a limited number of times, depending on the rank, stage, and affiliated convenience store. Depending on the bank, the number of times it will be free varies, so check the conditions and choose a good bank.
2.3 Select a bank that can work with cloud accounting software
Recent cloud accounting software has a function to automatically capture the details of transactions made through an online bank and enter them in the books. The banks that work with your accounting software differ, so choose a bank that works with your accounting software.

◆ If you haven’t selected accounting software (tax return software) yet, please refer to this article as well.
Compare and select tax return software recommended for freelance engineers!
3. 3 recommended online banks for freelance
We will introduce carefully selected online banks, focusing on banks with high interest rates on ordinary deposits and banks with low ATM fees and transfer fees.
The conditions for raising interest rates and getting commissions vary from bank to bank. Depending on whether you have an ATM in your area or where you often shop, the banks you can use at a great price will change. We recommend that you choose a bank that is convenient for you in the light of your own life.
3.1 Popular with freelancers! Rakuten Bank is recommended for Rakuten users
A major feature of this service is that the interest rate on savings deposits can be significantly increased from 0.02% to 0.10% by using the “Money Bridge” service, which makes it convenient to transfer funds between accounts with Rakuten Securities. Even if you say that the accounts are linked, you do not need to invest, and it will be applied if you open each account under the same name.
In addition, Rakuten points can be earned by trading with other bank accounts or using ATMs, so it is a recommended bank with many benefits for Rakuten users.
It is also a nice point for freelancers to be able to open an account with a store name, which is rare in online banks.
・ Ordinary deposit interest rate: 0.02 to 0.10% ( * When using “Money Bridge” of “Rakuten Securities” )
・ Fixed deposit interest rate: 0.02%
・ ATM fee: Available at approximately 100,000 ATMs nationwide

Convenience ATM withdrawal fee
Seven-Eleven Lawson FamilyMart
(E-net) Ministop
(AEON Bank)
Free up to 7 times a month

・ Transfer fee: Free up to 3 times a month
* The number of free ATM fees and transfer fees varies depending on the rank of “Happy Program”.
・ Opening an account with a store name: Yes (You can add a store name to your personal name. Example: Name + store name, store name + name)
3.2 Maximum interest rate 0.10%! Completely free fees using AEON Bank ATMs
If AEON Bank meets simple conditions such as signing a credit card “AEON Select Card” with no annual membership fee, registering for “AEON Bank” Internet banking, and using WAON Auto Charge, “AEON Bank My Stage” will be displayed. “Silver Stage” will be applied and the interest rate on savings deposits will increase to 0.03%. In addition, the AEON Bank score will be given according to the amount of WAON used, the stage will rise, and the interest rate will rise to a maximum of 0.10%.
If you use more than 6,000 ATMs of AEON Bank nationwide, the fee will be completely free 24 hours a day, 365 days a year. For people , AEON Bank is recommended.
・ Ordinary deposit interest rate: 0.01-0.10% ( * In the case of “Platinum stage” of “AEON Bank My Stage” )
・ Fixed deposit interest rate: 0.02%
・ ATM fee: 24 hours a day, 365 days a year Over 6,000 units. There are approximately 55,000 affiliated financial institution ATMs nationwide.

Convenience ATM withdrawal fee
Seven-Eleven Lawson FamilyMart
(E-net) Ministop
(AEON Bank)
No handling Free up to 5 times a month Unlimited 24 hours a day, 365 days a year

・ Transfer fee: Free up to 5 times a month
* The number of free ATM fees and transfer fees varies depending on the stage of “AEON Bank My Stage”.
・ Opening an account with a store name: Not possible
3.3 Great deals on various transaction fees! Sumishin SBI Net Bank
The main point of SBI Sumishin Net Bank is that various transaction fees are set at a reasonable price. At SBI Sumishin Net Bank, the number of free ATM withdrawal fees and transfer fees varies depending on the rank of the smart program, but the lowest rank is twice a month, the maximum is 15 times a month, and the ATM withdrawal fee is free. increase. Similarly, the transfer fee to other banks is free up to 15 times a month, and even after the number of free transfers, it is set at 157 yen, which is cheaper than other online banks. Depending on the rank, SBI Sumishin Net Bank is recommended if you want to save various transaction fees that
are not surprisingly stupid .
・ Ordinary deposit interest rate: 0.001 to 0.01% ( * When “hybrid deposit” linked to SBI securities account is applied )
・ Fixed deposit interest rate: 0.02%
・ ATM fee: 24 hours a day, 365 days a year from nearby ATMs such as convenience stores and supermarkets nationwide * Transactions are possible
* Transactions are restricted for a few minutes (due to system processing) every Saturday from 24:00 (0:00 on Sunday) during system maintenance hours of our company and partner ATMs.

Convenience ATM withdrawal fee
Seven-Eleven Lawson FamilyMart
(E-net) Ministop
(AEON Bank)
Free from 2 times a month up to 15 times

・ Transfer fee: Free once to 15 times a month
* The number of free ATM fees and transfer fees varies depending on the rank of the “Smart Program”.
・ Opening an account with a store name: Not possible
4. Why it’s better to have a business account for freelance
For those who work as a freelancer (sole proprietor), we strongly recommend that you separate your personal account from your business account. There are three main reasons.

1. Makes it easier to understand the financial situation
If your personal and business accounts are the same, it’s hard to tell if your business is profitable or in the red because your living and business spending are mixed.
It is difficult to separate the income and expenditure for daily life and the expenditure for business, so let’s manage the personal account and the business account clearly to make it easy to understand the inflow and outflow of money for business purposes.

2. Bookkeeping becomes smooth
If you want to start your business as a freelancer, you will need to book the double-entry bookkeeping of the blue tax return in the final tax return. At this time, if you have a business account, you can mechanically drop the contents recorded in the account into the bookkeeping, so bookkeeping will be smooth.
Also, depending on the online bank and accounting software you use, the transaction details will be automatically imported and entered in the bookkeeping, making it easier to create bookkeeping.

3. Effective for tax audit measures
For freelancers, this “tax audit measure” is of utmost importance. A tax audit is the process of investigating whether a tax return is correct and whether there is tax evasion.
Freelancers should be especially careful about confusing personal and business accounts, and there is a great risk that personal shopping will be expensed and pointed out. To prevent such accidental mistakes, manage your accounts separately.

10 freelance engineer tax-saving measures ranking! Save tax wisely with expenses and deductions
5. Let’s open a store name account
If you start a business as a freelance (individual business owner) and have an account for business, I think that there are many people who want to open an account with the name of the shop.
It has the advantage of gaining the trust and security of the trading partner, and you may consider opening an account with a store name to increase your motivation for work.
When opening a store name account, there are restrictions such as accepting only at the counter at Mega Bank, etc., or opening only the account of the branch office closest to your home or office, but with an online bank, from your home or office You can complete the procedure.
Although it depends on the financial institution, the documents generally required to open a store name account are as follows.
・ Identity verification documents
(driver’s license, my number card, etc.)
・ Business opening notification
・ Seal
・ Documents that can confirm the shop
name (rental contract with the shop name, utility bill receipt, business card, brochure, etc.)
For details, please contact each financial institution that opens an account.

Do freelancers need a business start notification? When will you release it? Is there any merit?
6. Summary
Freelancers often use a bank account to pay expenses or transfer rewards from clients. In order to clarify the business balance, why not consider opening a “business account” as your main account?
In that case, carefully check the conditions that can be used at a good price, and select a bank that offers convenient services that suit your lifestyle.
Opening a business account will increase your motivation and sense of responsibility for the job of “doing business as a freelancer.”
Follow us on Facebook for updates and exclusive content! Click here: Each Techy
June 11, 2024
How to Choose a freelance online bank! 3 Recommended Bank Accounts
A freelance engineer will explain why you should choose an online bank for your business account, the benefits, and how to choose a bank. We will introduce 3 recommended banks for you while comparing interest rates, various transaction fees, and profitable conditions. Choose the bank that suits your lifestyle wisely and manage your money!
1. Benefits of freelance choosing an online bank
If you are thinking of working as a freelancer (individual business owner), or if you are currently managing your personal account as your main account, we recommend that you create a bank account for your business. To do.
There are three main types of banks, even if they are called bank accounts.
Online bank
If you work freelance, we recommend online banking.
Unlike salaries, who receive salaries from the company once a month, in the case of freelancers, the timing of payment of compensation depends on the client. If you use an online bank, you can check it from your computer or smartphone regardless of location or time, so it will not be a hassle.
In addition, in the case of online banks, it is often possible to link with cloud accounting software, which has many advantages for freelancers, such as making it easier to book double-entry bookkeeping for blue tax returns, which is required when filing tax returns.

[Main benefits of online banks]
・ Fees are relatively low
・ Deposit interest rates are relatively high ・ Deposits
and withdrawals can be easily made at affiliated ATMs ・
Time can be saved because online procedures can be completed ・ Procedures can be made
24 hours a day, 365 days a year
・ Bookkeeping You don’t have to go out and you can download transaction records to your computer.
・ You can check your balance at any time on your smartphone. ・
There is no account maintenance fee.
・ You can often link with cloud accounting software.
Mega bank
It is well known and can give trust to trading partners.
In addition, there are ATMs and branches all over the country, and it is attractive that it is highly convenient, but the fact that the examination of opening an account is strict and the account maintenance fee is relatively high may be a disadvantage for freelancers. ..
Shinkin bank
As a community-based financial institution, Shinkin banks have a mission to support the local economy, mainly dealing with sole proprietors and small and medium-sized enterprises, so even freelancers can easily borrow money.
2. Points for choosing an online bank
For those who are thinking of opening a business account, we would like to introduce the points that we would like to emphasize when choosing an online bank.
2.1 Choose a bank with a high interest rate
In the case of online banks, the interest rate of ordinary deposits is often high, so it is recommended to pay attention to the interest rate of ordinary deposits rather than fixed deposits. The interest rate on ordinary deposits is set at 0.001 to 0.15%, which is higher than the basic value of 0.001% for Mega Bank. As for fixed deposits, mega banks have a high interest rate of 0.01%, while online banks have a high interest rate of 0.02%.
2.2 Select by ATM fee & transfer fee
In most online banks, ATM fees and transfer fees to other banks are free with a limited number of times, depending on the rank, stage, and affiliated convenience store. Depending on the bank, the number of times it will be free varies, so check the conditions and choose a good bank.
2.3 Select a bank that can work with cloud accounting software
Recent cloud accounting software has a function to automatically capture the details of transactions made through an online bank and enter them in the books. The banks that work with your accounting software differ, so choose a bank that works with your accounting software.

◆ If you haven’t selected accounting software (tax return software) yet, please refer to this article as well.
Compare and select tax return software recommended for freelance engineers!
3. 3 recommended online banks for freelance
We will introduce carefully selected online banks, focusing on banks with high interest rates on ordinary deposits and banks with low ATM fees and transfer fees.
The conditions for raising interest rates and getting commissions vary from bank to bank. Depending on whether you have an ATM in your area or where you often shop, the banks you can use at a great price will change. We recommend that you choose a bank that is convenient for you in the light of your own life.
3.1 Popular with freelancers! Rakuten Bank is recommended for Rakuten users
A major feature of this service is that the interest rate on savings deposits can be significantly increased from 0.02% to 0.10% by using the “Money Bridge” service, which makes it convenient to transfer funds between accounts with Rakuten Securities. Even if you say that the accounts are linked, you do not need to invest, and it will be applied if you open each account under the same name.
In addition, Rakuten points can be earned by trading with other bank accounts or using ATMs, so it is a recommended bank with many benefits for Rakuten users.
It is also a nice point for freelancers to be able to open an account with a store name, which is rare in online banks.
・ Ordinary deposit interest rate: 0.02 to 0.10% ( * When using “Money Bridge” of “Rakuten Securities” )
・ Fixed deposit interest rate: 0.02%
・ ATM fee: Available at approximately 100,000 ATMs nationwide

Convenience ATM withdrawal fee
Seven-Eleven Lawson FamilyMart
(E-net) Ministop
(AEON Bank)
Free up to 7 times a month

・ Transfer fee: Free up to 3 times a month
* The number of free ATM fees and transfer fees varies depending on the rank of “Happy Program”.
・ Opening an account with a store name: Yes (You can add a store name to your personal name. Example: Name + store name, store name + name)
3.2 Maximum interest rate 0.10%! Completely free fees using AEON Bank ATMs
If AEON Bank meets simple conditions such as signing a credit card “AEON Select Card” with no annual membership fee, registering for “AEON Bank” Internet banking, and using WAON Auto Charge, “AEON Bank My Stage” will be displayed. “Silver Stage” will be applied and the interest rate on savings deposits will increase to 0.03%. In addition, the AEON Bank score will be given according to the amount of WAON used, the stage will rise, and the interest rate will rise to a maximum of 0.10%.
If you use more than 6,000 ATMs of AEON Bank nationwide, the fee will be completely free 24 hours a day, 365 days a year. For people , AEON Bank is recommended.
・ Ordinary deposit interest rate: 0.01-0.10% ( * In the case of “Platinum stage” of “AEON Bank My Stage” )
・ Fixed deposit interest rate: 0.02%
・ ATM fee: 24 hours a day, 365 days a year Over 6,000 units. There are approximately 55,000 affiliated financial institution ATMs nationwide.

Convenience ATM withdrawal fee
Seven-Eleven Lawson FamilyMart
(E-net) Ministop
(AEON Bank)
No handling Free up to 5 times a month Unlimited 24 hours a day, 365 days a year

・ Transfer fee: Free up to 5 times a month
* The number of free ATM fees and transfer fees varies depending on the stage of “AEON Bank My Stage”.
・ Opening an account with a store name: Not possible
3.3 Great deals on various transaction fees! Sumishin SBI Net Bank
The main point of SBI Sumishin Net Bank is that various transaction fees are set at a reasonable price. At SBI Sumishin Net Bank, the number of free ATM withdrawal fees and transfer fees varies depending on the rank of the smart program, but the lowest rank is twice a month, the maximum is 15 times a month, and the ATM withdrawal fee is free. increase. Similarly, the transfer fee to other banks is free up to 15 times a month, and even after the number of free transfers, it is set at 157 yen, which is cheaper than other online banks. Depending on the rank, SBI Sumishin Net Bank is recommended if you want to save various transaction fees that
are not surprisingly stupid .
・ Ordinary deposit interest rate: 0.001 to 0.01% ( * When “hybrid deposit” linked to SBI securities account is applied )
・ Fixed deposit interest rate: 0.02%
・ ATM fee: 24 hours a day, 365 days a year from nearby ATMs such as convenience stores and supermarkets nationwide * Transactions are possible
* Transactions are restricted for a few minutes (due to system processing) every Saturday from 24:00 (0:00 on Sunday) during system maintenance hours of our company and partner ATMs.

Convenience ATM withdrawal fee
Seven-Eleven Lawson FamilyMart
(E-net) Ministop
(AEON Bank)
Free from 2 times a month up to 15 times

・ Transfer fee: Free once to 15 times a month
* The number of free ATM fees and transfer fees varies depending on the rank of the “Smart Program”.
・ Opening an account with a store name: Not possible
4. Why it’s better to have a business account for freelance
For those who work as a freelancer (sole proprietor), we strongly recommend that you separate your personal account from your business account. There are three main reasons.

1. Makes it easier to understand the financial situation
If your personal and business accounts are the same, it’s hard to tell if your business is profitable or in the red because your living and business spending are mixed.
It is difficult to separate the income and expenditure for daily life and the expenditure for business, so let’s manage the personal account and the business account clearly to make it easy to understand the inflow and outflow of money for business purposes.

2. Bookkeeping becomes smooth
If you want to start your business as a freelancer, you will need to book the double-entry bookkeeping of the blue tax return in the final tax return. At this time, if you have a business account, you can mechanically drop the contents recorded in the account into the bookkeeping, so bookkeeping will be smooth.
Also, depending on the online bank and accounting software you use, the transaction details will be automatically imported and entered in the bookkeeping, making it easier to create bookkeeping.

3. Effective for tax audit measures
For freelancers, this “tax audit measure” is of utmost importance. A tax audit is the process of investigating whether a tax return is correct and whether there is tax evasion.
Freelancers should be especially careful about confusing personal and business accounts, and there is a great risk that personal shopping will be expensed and pointed out. To prevent such accidental mistakes, manage your accounts separately.

10 freelance engineer tax-saving measures ranking! Save tax wisely with expenses and deductions
5. Let’s open a store name account
If you start a business as a freelance (individual business owner) and have an account for business, I think that there are many people who want to open an account with the name of the shop.
It has the advantage of gaining the trust and security of the trading partner, and you may consider opening an account with a store name to increase your motivation for work.
When opening a store name account, there are restrictions such as accepting only at the counter at Mega Bank, etc., or opening only the account of the branch office closest to your home or office, but with an online bank, from your home or office You can complete the procedure.
Although it depends on the financial institution, the documents generally required to open a store name account are as follows.
・ Identity verification documents
(driver’s license, my number card, etc.)
・ Business opening notification
・ Seal
・ Documents that can confirm the shop
name (rental contract with the shop name, utility bill receipt, business card, brochure, etc.)
For details, please contact each financial institution that opens an account.

Do freelancers need a business start notification? When will you release it? Is there any merit?
6. Summary
Freelancers often use a bank account to pay expenses or transfer rewards from clients. In order to clarify the business balance, why not consider opening a “business account” as your main account?
In that case, carefully check the conditions that can be used at a good price, and select a bank that offers convenient services that suit your lifestyle.
Opening a business account will increase your motivation and sense of responsibility for the job of “doing business as a freelancer.”
Follow us on Facebook for updates and exclusive content! Click here: Each Techy
June 11, 2024

Convenience ATM withdrawal fee
Seven-Eleven	Lawson	FamilyMart (E-net)	Ministop (AEON Bank)
Free up to 7 times a month

Convenience ATM withdrawal fee
Seven-Eleven	Lawson	FamilyMart (E-net)	Ministop (AEON Bank)
No handling	Free up to 5 times a month	Unlimited 24 hours a day, 365 days a year

Convenience ATM withdrawal fee
Seven-Eleven	Lawson	FamilyMart (E-net)	Ministop (AEON Bank)
Free from 2 times a month up to 15 times

Convenience ATM withdrawal fee
Seven-Eleven	Lawson	FamilyMart (E-net)	Ministop (AEON Bank)
Free up to 7 times a month

Convenience ATM withdrawal fee
Seven-Eleven	Lawson	FamilyMart (E-net)	Ministop (AEON Bank)
No handling	Free up to 5 times a month	Unlimited 24 hours a day, 365 days a year

Convenience ATM withdrawal fee
Seven-Eleven	Lawson	FamilyMart (E-net)	Ministop (AEON Bank)
Free from 2 times a month up to 15 times

3 Recommended PCs for machine learning / deep learning | Explain the necessary parts!

What is machine learning

Machine learning is one of the most important aspects of AI development, and is an effective method for predicting numerical values and identifying and classifying images.

One of the machine learning methods is ” neural network . A neural network is a technique inspired by the structure of the human brain and mimics the way neurons work.

Some of the neural networks include multi-layer perceptrons and deep learning.

What is deep learning?

Deep learning was developed to enhance the capabilities of the neural network mentioned in the previous section.

Deep learning is a neural network with a multi-layered structure, and is currently the mainstream of AI development.

The difference between machine learning and deep learning is that machine learning learns rules from data by itself. In deep learning, the computer itself learns the feature values that must be specified in machine learning.

To put it simply, machine learning involves specifying feature values by humans, and deep learning involves learning feature values as well.

Currently, deep learning is used for image recognition , speech processing, natural language processing , etc. a variety of situations around the world, including

From here, let’s see what kind of PC should be used when actually performing deep learning.

Parts required for deep learning PC

The following five parts are required for a PC for deep learning.

OS
CPU
GPUs
Memory
Storage

I will explain each.

OS

OS is an abbreviation of “Operating system”, and refers to the system software that controls the operation (operation, operation, and operation) of a computer. In terms of a PC, it is a system that connects the device and software of the PC and controls the device and software.

Major PC OSs include Microsoft’s Windows, Apple’s mac OS, and open source Linux.

In AI development, Windows is recommended because it is easy to expand functions, and Linux is also used for servers. For Windows, the pro series is better from the point of view of functions

CPU

CPU is an abbreviation for “Central Processing Unit” and is the central processing unit in a computer (the brain of the computer, so to speak). CPUs are versatile in their processing and can handle a variety of things.

When choosing a PC for deep learning, it is a good idea to choose a higher model from Intel’s CPU “core i5”.

GPUs

GPU is an abbreviation for “Graphics Processing Unit”, and is a computing device specialized for screen display and image processing such as 3D graphics.

GPUs are good at simple calculations and good at parallel processing, so they are a very important part in AI development.

GPU processing speed is several to 100 times faster than CPU processing speed, and GPU is essential for deep learning.

Memory

Memory is the temporary storage of your computer’s work. Since it is temporary, it is characterized by fast access so that the current contents can be retrieved immediately.

When choosing a PC for deep learning, it is a good idea to choose a memory of 16GB or more.

Storage

Storage, also known as “auxiliary storage”, stores data for a long period of time. What is called a hard disk or SSD is one of this storage.

There is no problem with the storage that is installed in a normal PC, but if it is 512 GB or more, it can handle large amounts of data, so you can rest assured.

Differences between deep learning PCs and ordinary PCs

There are three differences between deep learning PCs and ordinary PCs: differences in specifications for each part,''using Linux as the OS,” and “requiring a GPU.”

In addition, PCs for deep learning are a type of workstation, and feature higher performance than regular PCs.

Also, some people who are serious about deep learning development use a PC that they have assembled with the necessary parts themselves.

In the following, I will briefly introduce “ordinary PC”, “self-made PC”, and “workstation/deep learning PC” as a supplement.

Normal PC

Deep learning can be performed even on a PC that is normally sold if it is equipped with a GPU.

For those who are studying deep learning for the first time or who want to try deep learning, a normal PC may be fine.

Homemade PC

If you want to do full-scale AI development, you should use your own PC. We also recommend the BTO PC, which allows you to select parts to some extent.

BTO: An abbreviation for “Build To Order”, which means build-to-order manufacturing. Compared to commercially available finished PCs, you can freely customize the processor, memory, hard disk, mouse, storage, etc.

Workstation/PC for deep learning

Workstations are used by individuals for work such as CAD. If you find it difficult, remember that it is a version with good performance on a normal PC.

* CAD: Design support software for automobiles, architecture, and clothing.

Supplement: Server

In addition to the above three methods, there are other ways to develop on the server. A server is used by many users. For personal use, you should choose one of the above three options.

Should I make my own PC for deep learning?

Earlier, I mentioned that “Some people who are serious about deep learning development use their own PCs.”

Below, we will introduce the advantages and cautions of using a self-made PC for those who are wondering whether they should build their own PC for deep learning.

Advantages of using your own PC

The advantage of using a self-made PC is that it can be specialized for deep learning and machine learning.

Homemade PCs can be assembled to have higher specs than those sold at regular stores, so it is recommended when a server cannot be used.

Points to note when making your own

One thing to keep in mind when building your own PC for deep learning is that you cannot request guarantees or repairs from the sales company.

It goes without saying that you build your own PC, but basically if something goes wrong, you have to investigate and deal with it yourself, or pay a certain amount of money and ask for a PC repair.

Therefore, if you are not very familiar with PCs and machines, you need to be careful when building your own PC.

3 Recommended PCs for Deep Learning

From here, we will introduce recommended PCs for deep learning. The following three PCs are introduced this time.

DEEP-17FG102-i7K-VOXVI
THIRDWAVE Pro WORKSTATION X4612 standard model
HP ZBook Studio 15.6inch G8 Mobile Workstation new standard model

①DEEP-17FG102-i7K-VOXVI

machine learning

The first recommended PC is “DEEP-17FG102-i7K-VOXVI”.

OS	Ubuntu 18.04 LTS
CPU	Core i7-9700K Intel Z370
memory	DDR4-2400 SODIMM (PC4-19200) 16GB (8GB x 2)
Storage ①	250GB NVMe M.2 SSD
Storage②	1TB Serial-ATA HDD
drive	No optical drive
GPUs	GeForce RTX 2080 8GB GDDR6
display	17.3 type (matte color liquid crystal) full HD (1920 x 1080 dots)
price	32,3980 yen ~ (as of 2022/02/08)

It supports 8GB of high-speed GDDR6 memory similar to desktop and GPU Boost 4.0 that brings out GPU performance, so code created at the development site can be executed at a speed comparable to mobile environments.

Although this PC is a notebook PC, it boasts performance comparable to that of a desktop PC. It is one that can be used at the forefront of AI development, such as creating sample code, demonstrating, and giving presentations.

In addition, the same PC comes with ax Co., Ltd.’s demo software “ailia AI showcase”, so you can use various AI functions using trained models such as object detection, image classification, feature extraction, skeleton extraction, and personal identification. You can easily try it.

In addition, it supports the GPU Cloud platform “NGC (NVIDIA GPU Cloud)” that facilitates AI development, and the latest development environment can be used without complicated settings.

Just by downloading the deep learning framework, you can use it without worrying about complicated environment settings and consistency, so it is the best laptop for those who are just starting deep learning.

A framework is a piece of software that serves as the foundation upon which an application is developed.

②THIRDWAVE Pro WORKSTATION X4612 standard model

The second recommended PC is “THIRDWAVE Pro WORKSTATION X4612 standard model”.

OS	none
CPU	Intel Xeon Silver 4210R (rated 2.40GHz/3.20GHz/13.75MB/10Core/20Thread at TB) x2
memory	32GB (DDR4-3200 ECC RDIMM/16GB×2)
storage	No disc (2.5″ rear bay 1)
GPUs	NVIDIA T600 4GB (MiniDisplayPort x4) x 1 [Order]
price	Price starts at 72,8860 yen (as of 02/08/2022)

The THIRDWAVE Pro WORKSTATION X4612 standard model is a high-end model that achieves expandability and powerful performance. *Since there is no OS, you will have to choose by yourself.

Up to two NVIDIA® Quadro® and NVIDIA® GeForce® series ultra-high-end graphics cards can be installed.

In addition, assuming use on the desk side, it can be operated with a commercial 100V power supply, and can be used for various purposes such as high-resolution video/audio editing, deep learning , CAE/CAD, and 3D animation. .

③HP ZBook Studio 15.6inch G8 Mobile Workstation New standard model

The third recommended PC is “HP ZBook Studio 15.6inch G8 Mobile Workstation New Standard Model”.

OS	Windows 10 Pro (Japanese) (Downgrade from Windows 11 Pro)
CPU	Intel® Core™ i7-11800H processor (max frequency 4.6GHz, 8 cores/16 threads, 24MB cache)
memory	16GB DDR4-3200 (onboard)
storage	512GB M.2 SSD (PCIe, NVMe, SED OPAL2, TLC)
GPUs	Intel® UHD Graphics and NVIDIA T1200 (4 GB GDDR6)
display	15.6 inch wide full HD liquid crystal display (matte panel, maximum resolution 1920 x 1080, maximum brightness 400cd/m², maximum 16.77 million colors, IPS method, LED backlight, ambient light sensor)
price	Price starts from 35,2000 yen (as of 02/08/2022)

The next-generation Intel® Core™ i9 vPro® processor in the PC is designed to handle complex multi-threaded applications, making multitasking easy.

The HP ZBook Studio 15.6inch G8 Mobile Workstation New Standard Model is a laptop designed for performance workflows in every aspect, from keyboard to screen.

Also, up to NVIDIA RTX™ A5000 or GeForce RTX™ 3080 GPUs can be installed. So you can seamlessly render, design and multitask even with heavy files.

And with NVIDIA RTX™ professional graphics, the PC can query millions of rows of data sets and analyze them in real time, making it the perfect PC for data scientists and business intelligence professionals.

Summary

How was it?

This time, I explained what deep learning is and the difference between a PC for deep learning and a normal PC.

A PC has various parts and I think it is difficult, but I would like you to acquire knowledge by all means.

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June 10, 2024