Update CONTRIBUTING.md

CONTRIBUTING.md

@@ -43,10 +43,19 @@ Carl Pearson's docker hub account is used to push images up to [cwpearson/nvidia
   * [ ] multi-device
 * [ ] interacting with `.qdrep` files.
 * [ ] interacting with `.nsight-cuprof-report` files.
+* [ ] Best Practices
+  * [ ] Fixing GPU frequency
+  * [ ] initial CUDA runtime cost
+  * [ ] Warmup Kernels
+  * [ ] `cuda-memcheck` race condition and sync check?
+* Is stream 0 the default stream?
+* Nsight System with MPI
+* Nsight System with multi-GPU
+
 
 ## Inspirations
 
 * https://developer.download.nvidia.com/video/gputechconf/gtc/2020/presentations/s22141-what-the-profiler-is-telling-you-how-to-get-the-most-performance-out-of-your-hardware.pdf
   * https://developer.nvidia.com/gtc/2020/video/s22141
 * https://developer.download.nvidia.com/video/gputechconf/gtc/2020/presentations/s21351-scaling-the-transformer-model-implementation-in-pytorch-across-multiple-nodes.pdf
-  * https://developer.nvidia.com/gtc/2020/video/s21351
+  * https://developer.nvidia.com/gtc/2020/video/s21351