R&D into cutting-edge AI on the Verda Blog

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Get in-depth technical analyses and step-by-step guides from our AI R&D team.

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Our main goal at Verda is to ensure that our customers have all the tools required to maximize the efficiency of their training and inference workloads.

For years, we've been on the cutting edge of hardware and software performance by conducting research into the latest optimization techniques.

We publish some of this research publicly on our blog.

Our latest releases include:

- [Tutorial] (https://d31sNM04.eu1.hubspotlinks.com/Ctc/I8+113/d31sNM04/VWHcNR4vYxjVN7Vl52YGkbvTW6klx535WPxxzN4vJDKT5n4LbW69t95C6lZ3nqW4pcvjG4xB3BpW6y4y_n8bG8dBVwvJ1-6FwCqnW2KDJ343rgF_VW5T2yX03dTtvwW3d098-45-tJwN9j_y4r9Z4J6W3WX_xP8_BWVMW469-S92YSmpRW6TYW6n9hbjGpW350ChW5Dgkd_W7ggF0r6F4-YTW4zGF2Z7VLgPrM3Tqyg1slCzW1g8pTl7-LVtkW5Z2RmR1YgfcwW7gLFGJ6BL-jDW18xdMM71DsvRV_Hprs8CTCJVW6szJTR65BxbDN8mqHvls7_9TW2W3ldg57pcQ3W77LvwZ2_tRZ3W3CZ6WQ1ZG4CfW5Jm7NQ1q0tP7W1CZyt54vV5XWW7cklqp1R2TtpW4fc0Zf5LwWtKW4P_vfN2_YK-6W6hlgXN8rnMp9W3zjfL-1QhmMxW8xyPnJ7ygsRzW6zrdYz82862bW5hdt0f86G18hW52c7tM7VTcghN93JwYyT8mlxf93m-1F04 )  How to integrate Enroot & Pyxis into distributed environments with TorchTitan
- [Benchmark] (https://d31sNM04.eu1.hubspotlinks.com/Ctc/I8+113/d31sNM04/VWHcNR4vYxjVN7Vl52YGkbvTW6klx535WPxxzN4vJDKz5n4LbW5BWr2F6lZ3lpN85lth_qRZyjN4HJvrdjgK8mW8NZDtG5YfJVbW3HgstG9150cfVKVkdC1TztjsW5hwgtV318tT1N925h1NW2H9-W2mhy5y2kyZSWV_3Fl87jMmM0W40vSWw86ZLW5W6kbJbk5brmgPW52QVH14QYwnLW2vc4wf86dw75W2QMK8-94hvfZW6fVn__1BjrL_W8Frfbj89Vk7RN47zMxglP7SdW3gRdSh4dsp5PW5dxGZQ60VvvdW4S6Lx72Wkc2LW1R5rzX4rNWQvW4TzqyK2WDtbkVtVRWR7ddLhLVvPXNG42GcfFW4njwLy8sgPN1N5_8_P1_nWbLW6csVzP2nTsrkW7NY3VQ5pJC3_W8j_-BJ6brb3HN6t9Z3VQMVlQW6np5V-4L5SLvW9hNSLH7g3fbxW8yKTjc17md55W19fXG56c0CVdf7_Y_dH04 ) MEMCPY Analysis from Grace Hopper GH200
- [Analysis] (https://d31sNM04.eu1.hubspotlinks.com/Ctc/I8+113/d31sNM04/VWHcNR4vYxjVN7Vl52YGkbvTW6klx535WPxxzN4vJDKT5n4LbW69t95C6lZ3mvW5-2tc_6P1MfLW3ptzRh4HfD8QW937WNw2CG3KjW3lK-7g8N9M9LW8jxnp66y00VMW74RDVR7QLYdzW6vHv_K85synhN6FfrN4ZnK3DN5Py4c7x9dv6W50Sctc7gyKQcW72xTKL9htGF1V3xY564gYGCSW4Cn3pZ3khFWXW5wHKnW2yvGdrW2W8JzC1fg0gcW7HyjLy627n2XW4gcqw455MyvsN31kVrM_nycrW41WMBp2qDpQYW3htmYC6Dj7hFN6bD-3KCfq_hW6YqGbb3v909lN2kqhwTqKxPjW58yp3b42ZnZHN3XvLCT2Kj6wN8kMfFKzsZ2vV_fl4y7n33c7VzjtLf2rjkTcW4jBqsW1m4YmRW6_JgjB1MvnDyW325wq06bhVbrW6vdNQc8L8SSzW5FQdfq3lD81XW5CFrJ21m3qNCW4Pf7ym2lbWxqW5WV0b020NGPCf2N958-04 ) The Verda AI Cloud Stack

Read our blog →
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Next Steps

We are here to help you make the most of your AI training and inference. If you have questions, you can always contact us at: support@verda.com (mailto:support@verda.com)

Alternatively, you can reach out to us via our Developer Community (https://d31sNM04.eu1.hubspotlinks.com/Ctc/I8+113/d31sNM04/VWHcNR4vYxjVN7Vl52YGkbvTW6klx535WPxxzN4vJDM23pyd0W8wLKSR6lZ3kRW4zt6YV6sFlWnN6qbYbTR8jNWW1lsftK36TzrBW7M-TpS58qmL4W2t6N8k8lbxrtW94dbn165fgysW3cGVXn4mMsFKW11MsmS4Stp00W5Cypbq6V2dJlV7xLdN78lCjyW4sxJZX4zdQblW3VxB8q7MkmrSN19Xt9xjkgVNW8z-2y_9ftqm2W725Pk16g1ZX6W4zS2cn4Qt4J9W7VNBDl6NyXfKW90Vt_-51hztlW2klPmq3CLh4rW2S4jfd4_hCSYVBqBv58DwjH0W2X8hYl4K5J2pW3XlQR08KCqpPW2knHFb94P_sYN4hVwmVv9WvnW8l4JTV2bDjL-W6Pl9846t2dPHN36Xk3tt2ZYpf4DjPvd04 ) and Discord Server (https://d31sNM04.eu1.hubspotlinks.com/Ctc/I8+113/d31sNM04/VWHcNR4vYxjVN7Vl52YGkbvTW6klx535WPxxzN4vJDMl3pyd0W95jsWP6lZ3n-F5gh_dxtDgzW3QHlWv3y2wwwW795bC41yXhf-W5VmJpp5g6y2vW1HZ62F5l8HSHW2x2-Gz7PzP9yW42NlVv1x70K_W4-_TVx90glS2W3MZvq81BwCc8W3P_rC26R0dYfN5LmZ6L6Cp8GW846b5M4Q0dyVW3yGzfL5lMVr_VRRXkR9k4d10W1mwWt53mwr8TVkfZpZ5RhNCxW1gqvpd7f4DrHW6FCSGv4Y8z7JVR8FCD5N04rXW8VC5v97MTZnZW7R5Hnb8wCp8ZW7VzFWg2QqTh1W1hB-l87-fFs-W8fXhvQ2mYNCtW76G0Ph86qdpCW2sHs4t3BLxtvW1blD8L7nc8sSW6KGs0c2Yp8NkW68L-dy4QY1zgW5YPnZs8rYXdvf8SZJJK04 ) .

Once you are ready, make sure to take these next steps:

- Add your billing information. Learn more from our docs → (https://d31sNM04.eu1.hubspotlinks.com/Ctc/I8+113/d31sNM04/VWHcNR4vYxjVN7Vl52YGkbvTW6klx535WPxxzN4vJDKT5n4LbW69t95C6lZ3mcVWPKVv29Mrt7W7pmyjQ3SZ6V_W7sjPGD3V_J_5W7t51bS4MJw71W14QcZ03TkpcfW3Swrhh1nh8k8W2q8Ftn8KNLRyW1JHWL26_DFblW1g-GTw5PbB1_W45Dh1R2Jt7RkW34SYHN30G-vGW7wsj85445y1YW7H8pJz1DXWRYVcf6mt7VMDp9W7zFmw23hnFMyW7k6czq99T_XlW7Jdxrf85FNYkVdMqwM3nszfBW3xKDv03Bky6FN64-9pF-H9yRN2kgpzcxldBlW50--pT9l5dM7W6438307Zc7tPW21g3Yd8G8Sx9W6T5bZD1Gybb_W1F7Jm04jHrsGN4FBzMjGF_jmW2FSpCM6mZz6qW4Rsz3R4gsppFW4Vl0Wc3hVsbcW5STS3K1jJNy-N8BYT96SHqxwW3gc5tN5Q4HbZW3NcmN04TWrHHW6P56Sz2SDnvTN43V8YJck7Pwf2QjSGv04 )
- Deploy your first instance, cluster, or container.

Sign in →
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31 October 2026 · 10:00 UTC