Tensor Parallel profiling result

Will update the profiling results in this PR.

## BS=8, input_len=32, output_len=128

```
OPT-13B
TP 1: 3.5404738585154214 seconds
TP 2: 4.742188215255737 seconds
TP 4: 4.907034238179524 seconds

OPT-30B
TP 1: OOM
TP 2: 5.9848620891571045 seconds
TP 4: 5.943212985992432 seconds
```