on 2021/08/10 202 views



LeapMind株式会社のメンバー もっと見る

  • 機械学習や自然言語処理が好きなプログラマです。

    C++, Rubyなどでのプログラミングを得意としています。これまで、以下のような仕事を行なってきました。



  • LeapMind採用担当


  • Ultra low power AI inference accelerator IP EFFICIERA https://leapmind.io/en/business/ip/
  • Our office entrance.


私たちが開発したコア製品である”Efficiera"は、独自のディープラーニングモデル軽量化手法「極小量子化技術」を最大限に活かす、FPGAデバイス上もしくはASICデバイス上の回路として動作するCNNの推論演算処理に特化した超低消費電力AI推論アクセラレータIPで、今までAIが使えなかったような環境でもdeep learningによる高度な情報処理を可能にします。

超低消費電力AIアクセラレータIP EFFICIERA

LeapMind Inc. is developing its business with the company mission, “to create innovative devices with machine learning and make them available everywhere” and our original weight reduction technology for deep learning models, the dedicated circuit design, and leveraging the knowledge gained from the collaboration with more than 150 companies.

Our core product "Efficiera" is an ultra-low power AI inference accelerator that can be implemented on an FPGA device or ASIC/ASSP device, and is specialized for CNN inference operations, taking full advantage of our original deep learning model weight reduction method "extremely low bit quantization". It will enable advanced data processing by deep learning in environments where AI could not be used before.

Ultra low power AI inference accelerator IP EFFICIERA


■Our mission

To create innovative devices with machine learning and make them available everywhere

■Our vision

To provide key technologies to bring next-generation information devices into reality


The world we target for is to make people’s lives more convenient and prosperous, and we believe if we realize this we can change the world.


Business Approach
・これまでの研究開発から、エッジAIの実装という課題に対して超低消費電力AI推論アクセラレータIP Efficieraを開発し、それを使ったソリューション提供を拡大している。

・We are expanding our solution offering using Efficiera, an ultra low power AI inference accelerator IP, which we developed from our past research and development, to address the challenge of implementing edge AI.
・We can offer solutions for various customers by packaging and customizing solutions for each customer stage.

Technological Approach
・EfficieraはLeapMindが独自に開発した極小量子化技術 を用いることで、優れた電力効率・面積効率を実現し、 AI搭載製品の省電力化・低コスト化に貢献します。

・Efficiera achieves superior power and area efficiency by using LeapMind's proprietary developed technology, the extremely low bit quantization, and it contributes to power savings and lower costs for AI-equipped products.
・The extremely low bit quantization is a quantization technique that expresses weight with 1 bit and activation with 2 bits, which is the limit of the number of bits that cannot be used for deep learning if the number of quantization bits is further reduced.

Human Resource Approach
・社員一人一人のCareer Growthのため、1on1やContinuous Feedbackなどを実施し、メンバーの成長をサポートしています。

・At LeapMind, we are working to create an inclusive working environment that supports the diverse work styles of our employees.
・We support our members' growth through 1 on 1 and continuous feedback to help each employee achieve career growth.
・We provide an equal work environment for everyone, regardless of age, position, gender, nationality, or race, etc.
・We want to work with people who want to make the most of their abilities and skills, and who respect diversity.

会社紹介資料 / Company introduction slide:


・Quality Assurance Teamのマネージャーや社内他部署と連携し、次の活動を行う
-ソフトウェアの品質保証 & 品質管理の企画・推進など幅広く担当
-ISO 9001準拠の品質管理活動 / ISO 26262準拠の品質管理活動
You will be responsible for quality assurance and quality management as we continue to release ‘Efficiera’ products that we developed, gain customer trust and expand our business.
You will be incharge of following activities working together with the Quality Assurance Team Manager and other departments within the company: Responsible for a wide range of quality assurance and quality management planning and promotion in our subsidiary
Quality management activities based on ISO 9001 / Quality management activities based on ISO 26262
Disseminate activities for the in-house and explanation to the outside of the company

必須スキル/Required Skills
Bachelor's degree in science and engineering, or equivalent experience
Working experience in software development
Working experience in quality management and quality assurance
Business level communication skills in Japanese and English

歓迎スキル/Desirable Skills
・情報, 電気/電子/計算機, or システム工学分野での修士号, 博士号もしくはそれと同等の経験
・ISO 9001 準拠 品質管理システムの設計/据付/運用/改善経験
・ISO 26262 準拠 品質管理システムの設計/据付/運用/改善経験
Master's degree or Ph.D., or equivalent experience in Information Technology, Electrical/Electronic/Computer, or Systems Engineering Experience in designing, installing, operating, and/or improving ISO 9001 compliant quality management systems Experience in designing, installing, operating, and/or improving ISO 26262 compliant quality management systems

Able to make decisions and take actions autonomously
Able to lead the organization and produce outcomes


Efficieraを使って、生活様式を変えるお手伝いがしたい Blueoil事業部長インタビュー

Efficieraで、多様性を享受できる社会変化を創りたい Efficiera Product Owner インタビュー


  • 2012/12 に設立
  • 70人のメンバー
  • TechCrunchに掲載実績あり /
    1億円以上の資金を調達済み /
    3000万円以上の資金を調達済み /
    社長がプログラミングできる /
  • 東京都渋谷区円山町28-1 / 28-1 Maruyama-cho, Shibuya-ku, Tokyo, Japan 渋谷道玄坂スカイビル3F / 3F, Shibuya Dogenzaka Sky Bldg,
  • LeapMind株式会社の会社情報