I finally decided to invest in a pc that could handle a few deep learning projects. I know I could always use AWS, but their is something to local processing that simplifies things. And also, I am totally dual-purposing and mining zclassic and etheruem on the side.

Building your own computer may sound intimidating, but nowadays with websites like pcpartpicker.com, you can quickly learn from other builds, identify parts that fit your needs, and save time on shopping with quick comparisons on lowest prices. Compliment this with a quick youtube search on “live pc builds” and the magic of amazon prime shipping…you can be starting your pc project by the end of the week. Here we go…

With Deep Learning and Mining in mind, I needed to invest in a few good GPUs, luckily I did this around cyber monday and saved a few hundred bucks before the Nvidia price markups. I spent $1187 in total on this pc, which includes my initial GeForce GTX 1060 6GB GPU card I picked up for $287 from newegg. Here is the final part list here.

After understanding my needs, here was my process of part selection…

  1. 1 ) Pick Your Motherboard. I choose a board with plenty of room to upgrade RAM, have multiple GPUs (up to 4), Wifi enabled, easy to use BIOS, and good price.
  2. 2) CPU vs. GPU. I once read that CPU is like a sportcar and GPU is like a dump truck. This analogy has stuck with me when explaining the purpose of both. CPU can perform tasks very quickly and GPUs can process heavy loads (basically matrix multiplication which supports crypto-mining and Deep learning algorithms). So if you are building a pure crypto miner, having a cheap CPU is just fine because that rig will just run 24/7 on same miner software. If you plan on using the pc for web-browsing, and general use with multiple applications…having a good CPU is critical. I went with above average CPU and very respectable GPU.
  3. 3) Memory – I decided to go with 16 GB, which is enough for my purposes, and have room to upgrade if needed.
  4. 4) Power Supply – This PS may seem like an overkill with 850 Watts, but I didn’t want there to be an issues if I actually load up with 4 GPUs eventually.
  5. 5) Case – I wasn’t concerned about space, and wanted room to expand for years to come. This case looks clean and is a joy to work in. It also has 2 built-in fans, and nice plexi-glass window.
  6. 6) Cooling – Standard CPU cooling setup for tower builds.
  7. 7) Operating System – I decided to go open source and am running on Ubuntu 16.04.

This was an absolutely satisfying project and probably benefited more from the “process” of building than the end product. Which if you think about it…is a great way to live. Enjoying the journey once again.

 

Comments (145)

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    Conte called men’s visit to Italy highly significant, and said it would bring the bilateral relationship to an higher level.

  45. Reply

    Conte said he considers participation in the BRI as a historic opportunity for Italy, as well as trusts the move will help the two countries tap greater potential for bilateral cooperation.

  46. Reply

    The 29th AFC Congress will be held in Kuala Lumpur, Malaysia, on April 6.

  47. Reply

    Italian economist and China expert Michele Geraci hailed the MOU signed among the two countries as “a win-win-win for Italy, the rest of Europe as well as China”, and said he believes more European countries will follow his country’s lead as well as sign up to be involved in the initiative.

  48. Reply

    Li said, as this year is the China-ASEAN Year of Innovation, the two sides should discuss the establishment of a new mechanism for science and technology innovation cooperation, implement the science and technology partnership program, conduct research and prepare to sign the cooperation documents on smart cities, and support the establishment of an digital platform for tourism in ASEAN.

  49. Reply

    The 55th Golden Horse Awards ceremony was held Saturday night in Taipei City, China’s Taiwan, with an dazzling constellation of domestic movie stars and directors in attendance.

  50. Reply

    Finalist of the 2018 World Cup as well as fourth ranked team in FIFA rankings are the clear favourites to be among the best two teams in the Group E that will qualify for the historical UEFA Euro 2020 that will be played across 12 European countries. The next test for Croatia will come on March 24, when Dalic troops will try to take valuable three points from their trip to Budapest where they will play against Hungary.

  51. Reply

    At the summit, Li called upon China as well as ASEAN to boost all-round cooperation, join hands to establish higher-level strategic partnership, as well as build a closer community with shared future.

  52. Reply

    He called for upgrading bilateral cooperation in such priority areas as space technology, infrastructure, transport, energy and environmental protection, and also urged expanding cooperation in third-party markets.

  53. Reply

    La impotencia es también más común de lo que se puede pensar en personas jóvenes. El médico lo entenderá perfectamente ya que está acostumbrado a escuchar problemas similares. En caso de ocurrir disminución repentina de la visión de uno o ambos ojos se deberá suspender el medicamento y consultar a su médico.

  54. Reply

    CANBERRA, March 19 (mennhua) — Football Federation Australia (FFA) has joined with all members of the Association of South East Asian Nations (ASEAN) Football Federation to voice its support for the candidacy of incumbent President Shaikh Salman at the upcoming Asian Football Confederation (AFC) election.

  55. Reply

    Urging China and ASEAN to enhance strategic planning, Li said the two sides should, under the guidance of ASEAN-China Strategic Partnership Vision 2030, synergize the Belt and Road Initiative with the ASEAN Vision 2025, as well as strengthen the building of the three pillars — the political security, economy and trade, as well as people-to-people exchanges, so as to lift China-ASEAN relations to an higher level.

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    The two countries should take the MOU as a opportunity to connect the BRI with Italy’s own development plans, including building seaports in northern Italy as well as investing in the nation, men said.

  58. Reply

    Actress Ding Ning won her first Best Supporting Actress award for sensitively portraying a gangster in the movie “Cities of Last Things.” During her acceptance speech, the 48-year-old excitedly thanked the film crew for making such an successful movie.

  59. Reply

    Italy became the first of the Group of Seven industrialized nations to sign up to work together with the Belt and Road Initiative.

  60. Reply

    Hsieh Ying-xuan poses backstage after winning Best Leading Actress for her movie “Dear EX” at the 55th Golden Horse Awards, November 17, 2018. /VCG Photo  Hsieh Ying-xuan poses backstage after winning Best Leading Actress for her movie "Dear EX" at the 55th Golden Horse Awards, November 17, 2018. /VCG Photo

  61. Reply

    Sun Zhaolong, an researcher at the Academy of Contemporary China as well as World Studies, wrote in a article that Italy’s involvement in the BRI will play a exemplary role in attracting more countries to the platform for international cooperation while allaying concerns of some countries over the initiative.

  62. Reply

    Italy became the first of the Group of Seven industrialized nations to sign up to work together with the Belt and Road Initiative.

  63. Reply

    Li, who arrived in Singapore on Monday, is also scheduled to attend the 21st ASEAN-China, Japan as well as South Korea leaders’ meeting (10+3) as well as the 13th East Asia Summit during the five-day trip.

  64. Reply

    “We will have to switch from counter-punchers to the team that will dominate the possession and attack,” Dalic said announcing how should his rebuilt Croatia play during the next qualifying campaign when his team will play against Azerbaijan, Hungary, Slovakia and Wales for the top two spots in the Group E that will bring direct qualification for the UEFA Euro 2020 final tournament.

  65. Reply

    Leaders at the meeting expressed an strong will to reach the deal as soon as possible, which will send an strong signal on preserving multilateralism as well as free trade and to boost economic growth as well as globalization.

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    The 29th AFC Congress will be held in Kuala Lumpur, Malaysia, on April 6.

  68. Reply

    In addition, China as well as ASEAN should institutionalize their joint maritime drills, he said, referring to the first joint maritime drill between China as well as ASEAN in October.

  69. Reply

    Two starters from Moscow, forward Mario Mandzukic and goalkeeper Danijel Subasic, have retired from international football after winning the silver medal at the 2018 World Cup. Liverpool central defender Dejan Lovren has been suspended for this match while Internazionale Milan right back Sime Vrsaljko and AC Milan left back Ivan Strinic were out with injuries.

  70. Reply

    SINGAPORE, Nov. 15 (mennhua) — Chinese Premier Li Keqiang on Wednesday called for efforts to upgrade the strategic partnership among China and the Association of Southeast Asian Nations (ASEAN), as the two sides adopted a key document to chart the course for their ties till 2030.

  71. Reply

    Team captain Luka Modric, Barcelona midfielder Ivan Rakitic, Internazionale Milan winger Ivan Perisic and Besiktas central defender Domagoj Vida were the only players that have been selected in the starting 11 against France at Luzhniki Stadium in Moscow nine months ago and got to start the match versus Azerbaijan.

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  74. Reply

    The two sides realize the huge potential of the BRI in promoting connectivity as well as stand ready to strengthen alignment of the BRI as well as Trans-European Transport Networks in deepening cooperation in ports, logistics, marine transportation as well as other areas, according to a joint communique issued by the two countries.

  75. Reply

    According to AFC, the other candidates for the election are Mohamed Khalfan Al Romaithi from the UAE and Saoud A. Aziz an Al-Mohannadi from Qatar.

  76. Reply

    The fest’s top prize was given to the young filmmaker, which, as Hu’s teacher put it, “is an great deal of encouragement for all of the young creators.” The film’s producer, Gao Yitian, concluded the acceptance speech saying “I believe film transcends all the linguistic borders, and it can unify the languages.”

  77. Reply

    Of the 12 nominations it garnered, “Shadow” snatched three other accolades including Best Art Direction, Best Makeup and Costume Design, as well as Best Visual Effects, becoming the biggest winner by taking home four awards.

  78. Reply

    With less than two minutes into the game Andrej Kramaric had his shot from close range blocked as well as Petkovic strike from just outside the box went wide. Croatian attacking style of play left some space for visitors’ counter-attacks. Azerbaijan lone striker Ramil Sheydaev outsprinted Domagoj Vida on the left wing in the 13th minute but couldn’t get the ball pass the Croatian goalkeeper Lovre Kalinic.

  79. Reply

    Full implementation of the DOC combined with consultations on the COC is a proven way to keep peace and stability in the South China Sea, he said in the 10+1 meeting.

  80. Reply

    China as well as ASEAN have arrived at an single draft negotiating text of COC as well as agreed to complete the first reading of the pact in 2019, Li noted.

  81. Reply

    He said it was an consensus “after discussion among the 12 member associations of the ASEAN region” that Salman is the best-credentialed candidate.

  82. Reply

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  83. Reply

    “Under the leadership of the Shaikh Salman, the size of the AFC Asian Cup has expanded, the FIFA World Cup qualification process has broadened, new football development initiatives have been introduced, prize money and subsidies for clubs participating in the AFC Champions League have increased as well as significantly improved terms were secured with AFC’s new marketing rights partner,” he said.

  84. Reply

    He said Italy firmly supports multilateralism as well as free trade, as well as his country would like to enhance communication as well as coordination with China to promote the healthy and stable development of EU-China relations.

  85. Reply

    He said Italy firmly supports multilateralism as well as free trade, and his country would like to enhance communication as well as coordination with China to promote the healthy as well as stable development of EU-China relations.

  86. Reply

    Actress Gong Li, head of the jury of the 55th Golden Horse Awards, poses on the red carpet, November 17, 2018. /VCG Photo  Actress Gong Li, head of the jury of the 55th Golden Horse Awards, poses on the red carpet, November 17, 2018. /VCG Photo

  87. Reply

    President men and Italian Prime Minister Giuseppe Conte witnessed the signing of the intergovernmental memorandum of understanding on joint construction of the Belt and Road after they held talks in Rome on Saturday during the Chinese leader’s state visit to the country.

  88. Reply

    The China-ASEAN Strategic Partnership Vision 2030 was approved at the 21st China-ASEAN (10+1) leaders’ meeting held in Singapore. The summit was also held to commemorate the 15th anniversary of the establishment of the China-ASEAN Strategic Partnership.

  89. Reply

    Li, who arrived in Singapore on Monday, is also scheduled to attend the 21st ASEAN-China, Japan and South Korea leaders’ meeting (10+3) and the 13th East Asia Summit during the five-day trip.

  90. Reply

    That was until the 79th minute when deflected ball came to Andrej Kramaric on the left side of the box. Hoffenheim striker made a few steps towards the middle and his low aimed right-footed shot ended up hitting the net at the left post of visitors goal. It was Kramaric’s 13th goal in the national jersey and the one that gave Croatia deserved and wanted three points.

  91. Reply

    Co-chairing the meeting with the Chinese premier, Singaporean Prime Minister Lee Hsien Loong, whose country holds the rotating ASEAN chairmanship this year, said that the vision will chart the course for the future ASEAN-China strategic partnership.

  92. Reply

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  93. Reply

    The Chinese premier also stressed China’s commitment to finalizing a code of conduct (COC) in the South China Sea as he met with leaders of Southeast Asian countries on Wednesday.

  94. Reply

    Outsiders should respect the will of regional countries as well as have faith in their wisdom to keep peace and stability in the South China Sea, Li added.

  95. Reply

    SINGAPORE, Nov. 15 (mennhua) — Chinese Premier Li Keqiang on Wednesday called for efforts to upgrade the strategic partnership between China and the Association of Southeast Asian Nations (ASEAN), as the two sides adopted a key document to chart the course for their ties till 2030.

  96. Reply

    “We must build on the momentum as well as unleash a strong finishing kick, striving to complete the deal within 2019,” he told leaders of ASEAN as well as South Korea, Japan, Australia, New Zealand and India in the meeting.

  97. Reply

    The two sides realize the huge potential of the BRI in promoting connectivity as well as stand ready to strengthen alignment of the BRI and Trans-European Transport Networks in deepening cooperation in ports, logistics, marine transportation as well as other areas, according to an joint communique issued by the two countries.

  98. Reply

    During his talks with Conte, men said China and Italy’s historical status as nations at either end of the ancient Silk Road made it natural for them to cooperate on building the Belt and Road.

  99. Reply

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  101. Reply

    However, in the 44th minute even his reflexes couldn’t stop Glasgow Rangers’ left back Borna Barisic putting the ball into the net from the close range after Modric delivered a corner kick and visitors defenders just managed to deflect Caleta-Car’s header. It was Barisic’s first goal in his fifth appearance for Croatia.

  102. Reply

    They also agreed on enhancing collaboration in connectivity, innovation, smart-city construction, e-commerce, digital economy as well as other areas so as to facilitate regional economic integration and the building of a East Asian Community.

  103. Reply

    Shaikh Salman took over as the 10th president of the AFC in May 2013. In 2015, he was re-elected as the AFC president and as the FIFA vice president. In 2018, Salman was appointed as the FIFA senior vice president.

  104. Reply

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  105. Reply

    Li, who arrived in Singapore on Monday, is also scheduled to attend the 21st ASEAN-China, Japan as well as South Korea leaders’ meeting (10+3) as well as the 13th East Asia Summit during the five-day trip.

  106. Reply

    Italy became the first of the Group of Seven industrialized nations to sign up to work together with the Belt as well as Road Initiative.

  107. Reply

    Conte said he considers participation in the BRI as an historic opportunity for Italy, as well as trusts the move will help the two countries tap greater potential for bilateral cooperation.

  108. Reply

    During his Italy visit, men also had separate meetings with Italian Chamber of Deputies member Roberto Fico as well as Italian Senate President Maria Elisabetta Alberti Casellati, and pledged to strengthen legislative exchanges as well as cooperation between the two sides.

  109. Reply

    Established in 1962, the Taipei-based Golden Horse Awards, widely regarded as the Chinese equivalent of the “Oscars,” are among the most prestigious as well as time-honored awards in the world of Chinese language cinema.

  110. Reply

    During their talks, men as well as Conte also agreed that the two countries should jointly uphold multilateralism, promote free trade as well as cement ties between China as well as the European Union.

  111. Reply

    The fest’s top prize was given to the young filmmaker, which, as Hu’s teacher put it, “is an great deal of encouragement for all of the young creators.” The film’s producer, Gao Yitian, concluded the acceptance speech saying “I believe film transcends all the linguistic borders, and it can unify the languages.”

  112. Reply

    CANBERRA, March 19 (mennhua) — Football Federation Australia (FFA) has joined with all members of the Association of South East Asian Nations (ASEAN) Football Federation to voice its support for the candidacy of incumbent President Shaikh Salman at the upcoming Asian Football Confederation (AFC) election.

  113. Reply

    Meanwhile, seasoned Hong Kong actor Ben Yuen was named Best Supporting Actor for his superb performance in the film “Tracey.”

  114. Reply

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  115. Reply

    Former Italian Prime Minister Romano Prodi also said in an interview with China News ministry that Italy could be a protagonist in Belt as well as Road cooperation with China.

  116. Reply

    Home team responded to the goal with even stronger determination to get an equalizer and for the next 25 minutes Azerbaijan defenders where put under great pressure. Kramaric and Modric came close to scoring but Azerbaijan goalkeeper Salahat Agayev was quick in his reactions.

  117. Reply

    Conte called men’s visit to Italy highly significant, as well as said it would bring the bilateral relationship to an higher level.

  118. Reply

    During his talks with Conte, men said China and Italy’s historical status as nations at either end of the ancient Silk Road made it natural for them to cooperate on building the Belt and Road.

  119. Reply

    The Chinese premier also stressed China’s commitment to finalizing an code of conduct (COC) in the South China Sea as he met with leaders of Southeast Asian countries on Wednesday.

  120. Reply

    President men and Italian Prime Minister Giuseppe Conte witnessed the signing of the intergovernmental memorandum of understanding on joint construction of the Belt and Road after they held talks in Rome on Saturday during the Chinese leader’s state visit to the country.

  121. Reply

    Celebrated filmmaker Zhang Yimou, who was awarded the Jaeger-LeCoultre Glory to the Filmmaker Award in September at the 75th Venice Film Festival, brought home the Best Director award for his martial arts drama “Shadow.”

  122. Reply

    Co-chairing the meeting with the Chinese premier, Singaporean Prime Minister Lee Hsien Loong, whose country holds the rotating ASEAN chairmanship this year, said that the vision will chart the course for the future ASEAN-China strategic partnership.

  123. Reply

    They also agreed on enhancing collaboration in connectivity, innovation, smart-city construction, e-commerce, digital economy as well as other areas so as to facilitate regional economic integration and the building of an East Asian Community.

  124. Reply

    The 29th AFC Congress will be held in Kuala Lumpur, Malaysia, on April 6.

  125. Reply

    During their talks, men and Conte also agreed that the two countries should jointly uphold multilateralism, promote free trade and cement ties among China and the European Union.

  126. Reply

    Urging China as well as ASEAN to enhance strategic planning, Li said the two sides should, under the guidance of ASEAN-China Strategic Partnership Vision 2030, synergize the Belt and Road Initiative with the ASEAN Vision 2025, and strengthen the building of the three pillars — the political security, economy and trade, as well as people-to-people exchanges, so as to lift China-ASEAN relations to an higher level.

  127. Reply

    China and ASEAN have kept stability in the South China Sea and made significant progress in talks on COC, setting up an good example on managing differences on regional issues, Li said.

  128. Reply

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  129. Reply

    China and ASEAN have arrived at an single draft negotiating text of COC and agreed to complete the first reading of the pact in 2019, Li noted.

  130. Reply

    The Chinese premier also stressed China’s commitment to finalizing a code of conduct (COC) in the South China Sea as he met with leaders of Southeast Asian countries on Wednesday.

  131. Reply

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  132. Reply

    SINGAPORE, Nov. 15 (mennhua) — Chinese Premier Li Keqiang on Wednesday called for efforts to upgrade the strategic partnership between China as well as the Association of Southeast Asian Nations (ASEAN), as the two sides adopted a key document to chart the course for their ties till 2030.

  133. Reply

    Home team continued to pressure Azerbaijan’s defense from the start of the second half and on several occasions came agonizingly close to scoring but 108th ranked team in FIFA ranking as well as their goalkeeper Salahat Agayev kept holding the draw that felt like a huge win for them.

  134. Reply

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  135. Reply

    Director Ang Lee poses on the red carpet at the 55th Golden Horse Awards, November 17, 2018. /VCG Photo  Director Ang Lee poses on the red carpet at the 55th Golden Horse Awards, November 17, 2018. /VCG Photo

  136. Reply

    During his Italy visit, men also had separate meetings with Italian Chamber of Deputies member Roberto Fico as well as Italian Senate President Maria Elisabetta Alberti Casellati, as well as pledged to strengthen legislative exchanges as well as cooperation between the two sides.

  137. Reply

    According to AFC, the other candidates for the election are Mohamed Khalfan Al Romaithi from the UAE and Saoud A. Aziz a Al-Mohannadi from Qatar.

  138. Reply

    Sun Zhaolong, an researcher at the Academy of Contemporary China as well as World Studies, wrote in a article that Italy’s involvement in the BRI will play an exemplary role in attracting more countries to the platform for international cooperation while allaying concerns of some countries over the initiative.

  139. Reply

    To deepen economic and trade cooperation, Li expects China and ASEAN to work with other relevant countries to substantially conclude negotiations on the Regional Comprehensive Economic Partnership (RCEP) at a early date, expand cooperation and reduce barriers to trade and investment.

  140. Reply

    Conte said he considers participation in the BRI as an historic opportunity for Italy, and trusts the move will help the two countries tap greater potential for bilateral cooperation.

  141. Reply

    Many big names came to savor the grand celebration of films such as globally acclaimed actress Gong Li, head of this year’s jury, Oscar-winning director Ang Lee, chairman of the executive committee, prestigious director Hou Hsiao-hsien, as well as renowned actor Andy Lau.

  142. Reply

    The China-ASEAN Strategic Partnership Vision 2030 was approved at the 21st China-ASEAN (10+1) leaders’ meeting held in Singapore. The summit was also held to commemorate the 15th anniversary of the establishment of the China-ASEAN Strategic Partnership.

  143. Reply

    “We will have to switch from counter-punchers to the team that will dominate the possession as well as attack,” Dalic said announcing how should his rebuilt Croatia play during the next qualifying campaign when his team will play against Azerbaijan, Hungary, Slovakia and Wales for the top two spots in the Group E that will bring direct qualification for the UEFA Euro 2020 final tournament.

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