[REFAI Seminar 11/07/23] Hardware-aware Algorithms for Language Modeling Blog 17/07/2026 · 0 Comment [REFAI Seminar 11/07/23] Hardware-aware Algorithms for Language Modeling[REFAI Seminar 12/01/22] Fast and Hardware-Aware Neural Architecture Search[REFAI Seminar 11/20/25] Efficient RRAM-eDRAM Compute-In-Memory Accelerators for Transformers[REFAI Seminar 12/11/25] From Sparse Pattern to Smart Acceleration: ML Methods for Future of Compute[REFAI Seminar 11/26/24 ] Efficient Programming on Heterogeneous Accelerators[REFAI Seminar 11/14/23] Designing Physics-Inspired Computational Platforms to Solve Hard Combinator[SPCL_Bcast #50] Hardware-aware Algorithms for Language Modeling[REFAI Seminar 11/10/22] Towards a Benchmark for Automotive Computing[REFAI Seminar 05/03/22] Federated and Distributed ML at Scale: Systems, Algorithms and Applications[REFAI Seminar 04/16/24] ML for ML Compilers at Google12
![[REFAI Seminar 11/07/23] Hardware-aware Algorithms for Language Modeling](https://i.ytimg.com/vi/aGUVE_lilME/hq720.jpg?sqp=-oaymwFBCNAFEJQDSFryq4qpAzMIARUAAIhCGAHYAQHiAQoIGBACGAY4AUAB8AEB-AH-CYAC0AWKAgwIABABGGUgZShlMA8=&rs=AOn4CLAb50F0GbS8BbIizzTfSmogTR0SUQ)
![[REFAI Seminar 12/01/22] Fast and Hardware-Aware Neural Architecture Search](https://i.ytimg.com/vi/OnqnE4KrbSA/hq720.jpg?sqp=-oaymwFBCNAFEJQDSFryq4qpAzMIARUAAIhCGAHYAQHiAQoIGBACGAY4AUAB8AEB-AH-CYAC0AWKAgwIABABGGUgZShlMA8=&rs=AOn4CLCkCyUdlAH_VjpNHLF-E0F8WIARzQ)
![[REFAI Seminar 11/20/25] Efficient RRAM-eDRAM Compute-In-Memory Accelerators for Transformers](https://i.ytimg.com/vi/G5_kQrCTcNw/hq720.jpg?sqp=-oaymwFBCNAFEJQDSFryq4qpAzMIARUAAIhCGAHYAQHiAQoIGBACGAY4AUAB8AEB-AH-CYAC0AWKAgwIABABGGUgZShlMA8=&rs=AOn4CLBRKjPQZDX5lbrgSSZIwkOIszIeRw)
![[REFAI Seminar 12/11/25] From Sparse Pattern to Smart Acceleration: ML Methods for Future of Compute](https://i.ytimg.com/vi/iFX9aOAGNbw/hq720.jpg?sqp=-oaymwEnCNAFEJQDSFryq4qpAxkIARUAAIhCGAHYAQHiAQoIGBACGAY4AUAB&rs=AOn4CLAhnft2ay2juJKqtDB9_vaAhJefVA)
![[REFAI Seminar 11/26/24 ] Efficient Programming on Heterogeneous Accelerators](https://i.ytimg.com/vi/oFHkC_eiYcU/hq720.jpg?sqp=-oaymwFBCNAFEJQDSFryq4qpAzMIARUAAIhCGAHYAQHiAQoIGBACGAY4AUAB8AEB-AH-CYAC0AWKAgwIABABGDUgXChlMA8=&rs=AOn4CLBmUkTtghDALE0Hr-rKPwSG3A97eQ)
![[REFAI Seminar 11/14/23] Designing Physics-Inspired Computational Platforms to Solve Hard Combinator](https://i.ytimg.com/vi/MxgeQ0ZtRVs/hq720.jpg?sqp=-oaymwFBCNAFEJQDSFryq4qpAzMIARUAAIhCGAHYAQHiAQoIGBACGAY4AUAB8AEB-AH-CYAC0AWKAgwIABABGFcgYyhlMA8=&rs=AOn4CLCNV0zsK30_UfLZMF9m0JMuE76vVA)
![[SPCL_Bcast #50] Hardware-aware Algorithms for Language Modeling](https://i.ytimg.com/vi/SyB-GVnCX9Q/hq720.jpg?sqp=-oaymwEnCNAFEJQDSFryq4qpAxkIARUAAIhCGAHYAQHiAQoIGBACGAY4AUAB&rs=AOn4CLAXknkdUmnTZPafrGmnJdnZVRZQvQ)
![[REFAI Seminar 11/10/22] Towards a Benchmark for Automotive Computing](https://i.ytimg.com/vi/c-8bw7JN_34/hq720.jpg?sqp=-oaymwFBCNAFEJQDSFryq4qpAzMIARUAAIhCGAHYAQHiAQoIGBACGAY4AUAB8AEB-AH-CYAC0AWKAgwIABABGDogVShyMA8=&rs=AOn4CLDgtps0_YV_if35sK-qdFrg0dSefA)
![[REFAI Seminar 05/03/22] Federated and Distributed ML at Scale: Systems, Algorithms and Applications](https://i.ytimg.com/vi/cmXzXxtZ6wQ/hq720.jpg?sqp=-oaymwFBCNAFEJQDSFryq4qpAzMIARUAAIhCGAHYAQHiAQoIGBACGAY4AUAB8AEB-AHQCYAC0AWKAgwIABABGGUgZShlMA8=&rs=AOn4CLAGSx4dBHLK56fW_kmZtsS5wNZmcA)
![[REFAI Seminar 04/16/24] ML for ML Compilers at Google](https://i.ytimg.com/vi/6BiNzPdy6YA/hq720.jpg?sqp=-oaymwFBCNAFEJQDSFryq4qpAzMIARUAAIhCGAHYAQHiAQoIGBACGAY4AUAB8AEB-AH-CIAC0AWKAgwIABABGGUgZShlMA8=&rs=AOn4CLDTgBlnfDEoIOkIqXwkwq7e2JudZQ)