Add NVSHMEM optimizations and benchmarks

[szaman19]

• Adds local accumulate cache to speed up Scatter-Accumulate
• Add option of shared cache over multiple operations. Reduces the amount of data stored for gradient calculations
• Add unit tests + ablation benchmark
• Add end-to-end benchmark