feat: add batch invariant mean op #2
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| shape | dim | torch | triton |
| ------------------ | ---- | -------- | ------- |
| (4096, 4096) | 1 | 0.12ms | 0.32ms |
| (8192, 8192) | 1 | 0.39ms | 0.44ms |
| (1001, 22, 2045) | 2 | 0.34ms | 0.45ms |
| (2048, 4096, 16) | 1 | 0.58ms | 2.11ms |