… AMBER Molecular Dynamics Suite of programs to simulate molecular dynamics on biomolecule VERSION 24-AT 24 ACCELERATED FEATURES PMEMD Explicit Solvent and GB Implicit Solvent SCALABILITY Multi-GPU and Single Node MORE INFORMATION http://ambermd.org/GPUSupport.php Application Metric Test Modules Bigg…
… This example shows only the first of the 8 GPUs. $ dcgmi stats -v -j $SLURM JOBID Successfully retrieved statistics for job: 60825. +------------------------------------------------------------------------------+ | GPU ID: 0 | +====================================+==================================… …
… At 64 GPUs, the 0.5 GPU configuration achieved 152,694 tokens/sec—77% of full GPU throughput 198,680 tokens/sec , as shown in Figure 3. …
… For example, Decart’s Lucy 2 video generation models generate approximately 5.5 Mbps/sec. …
… It incorporates a variety of safety features, including: Hardware fault detection Safe‑state monitoring In‑system test DRAM ECC Freedom from interference FFI Dedicated Functional Safety Island FSI , an independent, redundant safety processor that monitors and handles safety‑critical workloads, prov… …
… Results for DeepSeek R1-0528, FP4, 1k/1k, interactivity: ~50 tok/sec/user. …
… EngineCore DP0 pid=189 INFO 03-06 05:24:46 cuda.py:351 Using FLASHINFER attention backend out of potential backends: 'FLASHINFER', 'TRITON ATTN' Loading safetensors checkpoint shards: 0% Completed | 0/4 00:00 .......\n"},"logprobs":null,"finish reason":"stop","stop reason":null,"token ids":null} ,"… …
… A production agentic AI assistant running on-device needs to: Run 7B+ parameter models locally Process multimodal inputs camera, audio, telemetry Maintain low latency 30 tokens/sec decode throughput Ensure data privacy edge-first execution DRIVE AGX platforms are ideally suited to meeting these req… …