Fix ShardingTypeError

✅ Solution

The "ShardingTypeError" often arises when JAX cannot infer the sharding for an operation, especially after type conversions or views that alter array layouts unexpectedly. To resolve this, explicitly specify a sharding rule (e.g., using `jax.Array(..., sharding=...)` or `jax.device_put(..., device=...)`) for the resulting array after the problematic operation, ensuring JAX knows how to distribute it across devices. Alternatively, revise the code to avoid the implicit type conversion or view if the intended sharding is ambiguous.