Procurement of GPU computing resources for AI-based climate and weather modelling
AI Summary
The Danish Meteorological Institute is seeking to augment its computational capabilities to support increasingly sophisticated climate and weather forecasting systems that incorporate machine learning. Recent methodological advances have shifted the institute’s analytical burden toward large‐scale data processing and intensive simulation workflows that demand substantial parallel processing power. To keep pace with these computational demands, the contract will deliver highly scalable GPU computing resources capable of handling vast datasets and executing the intricate algorithms required for modern atmospheric modelling.
The procurement will supply a fleet of advanced graphics processing units that can be integrated into the institute’s existing research and operational environments. These GPU units must enable efficient large‑scale model training, inference, and simulation tasks across multiple platforms, thus ensuring that both the institute’s scientific programs and operational forecasting services can maintain high accuracy and rapid turnaround. The contract will be administered as a single, consolidated agreement to avoid unnecessary administrative complexity while ensuring cohesive delivery and support. The GPU resources must support high‑performance parallel processing, be compatible with standard deep learning frameworks, and adhere to industry GPU performance benchmarks.
Description
Additional information: The tenderer must complete and submit the ESPD as preliminary proof of compliance with the requirements set out in section 148(1)(i)-(iii) of the Danish Public Procurement Act. Prior to the decision on award of the framework agreement, documentation of the information provided in the ESPD must be submitted, see sections 151 and 152 of the Danish Public Procurement Act. By way of documentation that a tenderer does not fall within the scope of one of the grounds for exclusion set out in section 135(1) and (3) and section 137(1)(ii) and (vi), the following must be provided in accordance with section 153 of the Danish Public Procurement Act: - an extract from a relevant register or an equivalent document showing that the tenderer is not encompassed by section 135(1) and a certificate proving that the tenderer does not fall within section 135(3) and section 137(1)(ii) and (vi); - where the country in question does not issue such documentation, or where these do not cover all the cases specified in section 135(1) or (3) and section 137(1) (ii) and (vi), they may be replaced by a declaration on oath or, in countries where there is no provision for declarations on oath, by a solemn declaration made before a competent judicial authority etc. For Danish tenderers, documentation may be provided in the form of a service certificate (max 12 months old). Where a tenderer, one or more members of a group or other entities are from another EU/EEA country, such entity must generally provide the types of documentation specified in e-Certis. The Contracting Authority can however request a tenderer for further documentation and examine such obtained documentation, if the Contracting Authority considers this being necessary for the correct conduction of the procurement procedure. For other grounds for exclusion in the Danish Public Procurement Act than stated above, the contracting authority must demonstrate or have sufficiently plausible indications to conclude that one of the grounds for exclusion applies to the tenderer. A tenderer to whom a ground for exclusion applies is excluded from participating in the procurement process, unless the tenderer has provided sufficient documentation of its reliability in accordance with section 138 of the Danish Public Procurement Act. The Contracting Authority may only exclude a tenderer, if the Contracting Authority has informed the concerned tenderer that it is subject to a ground for exclusion and if the tenderer has not within an appropriate time limit provided sufficient documentation of its reliability, or if the provided documentation is not considered sufficient to document reliability. For information on what constitutes sufficient documentation, see section 138(3) of the Danish Public Procurement Act. The Contracting Authority shall also exclude economic operators, which are subject to EU sanctions in accordance with EU regulation 833/2014 with later amendments, Article 5k. The tenderer must sign the declaration in appendix D as documentation that the tenderer is not subject to the abovementioned sanctions. The Contracting Authority has chosen not to divide the contract into subcontracts because it is the Contracting Authority's assessment that a single contract will provide the most suitable and advantageous solution both economically and qualitatively. Dividing the contract into subcontracts would add unnecessary complexity in terms of administration and coordination, without any expected benefits in pricing or quality
Lot: LOT-0000
Title: Procurement of GPU computing resources for AI-based climate and weather modelling