SLURM (Simple Linux Utility for Resource Management) is a job scheduler for clusters. Check SLURM Availability Ensure SLURM is installed and accessible: sinfo This shows available partitions (...

NVIDIA (英伟达) V100

Intel Xeon (至强) The Intel® Xeon® 6 Processor Family 5th Gen Intel® Xeon® Processors 5th Gen Intel® Xeon® Processors for HPC 4th Gen Intel® Xeon® Scalable Processors 3rd Gen Intel® Xeon®...

Llama2 Layer Region 2 // ffn rmsnorm rmsnorm(s->xb, x, w->rms_ffn_weight + l*dim, dim); // Now for FFN in PyTorch we have: self.w2(F.silu(self.w1(x)) * self.w3(x)) // first calculate self.w...

Llama2 Layer Region 1 // attention rmsnorm rmsnorm(s->xb, x, w->rms_att_weight + l*dim, dim); // key and value point to the kv cache int loff = l * p->seq_len * kv_dim; // kv cache lay...

Plan ✅ Global configuration header file ✅ Divide the llama2 decoder layer into 2 regions ❌ Analyze the llama2 decoder layer dataflow ❌ Convert original software implementation to vitis hl...

Use Case 1: Range Minimum Query Given a fixed-length array arr and multiple interval queries [l, r], return the minimum number in the range [l, r]. Use Case 2: Range Sum Given a fixed-length arr...

GEMV We will use load/compute/store coding style which is generally the most efficient for implementing kernels using HLS. #include <hls_stream.h> #include <hls_math.h> // for half-pr...

This tutorial uses Vitis 2022.1 version. Background Why Vitis Emulation Flow? Programming actual FPGA hardware directly is time consuming and prone to fault. If we successfully achieve the expe...

TL;DR Use the following command to change the fs.inotify.max_user_watches. sudo sysctl -n -w fs.inotify.max_user_watches=722104 Relavent Resources inotify ArchLinux Wiki man...