Consider the $\ell^2$ complex Hilbert space.
Let $m\in \mathbb{N}^*$ be a fixed number, and set $$ S=\left\{ x=(x_n)_n\subset \ell^2\ :\ \sum_{n=1}^m \frac{|x_n|^2}{n^2}=1\right\}.$$
I want to show that $S$ cannot be homeomorphic to $$ S(0,1)=\left\{ x=(x_n)_n\subset \ell^2\ :\ \sum_{n=1}^\infty |x_n|^2=1\right\}.$$
I guess that $S$ is homeomorphic to $S_m\times \ell^2$ with $$S_m:=\{y\in \mathbb{C}^m; \|y\|=1\}$$
The sphere $S(0, 1)$ in the Hilbert space is contractible (Reference). I include the proof given by Loop Space for convenience:
On the other hand, the set $S$ is homotopy equivalent to finite-dimensional sphere $S^m$ via the maps $$f:S\to S^m, \quad f(x) = (x_1/1, x_2/2, x_3/3, \dots, x_m/m)$$ $$g:S^m\to S, \quad g(x) = (1 x_1, 2x_2, 3x_3, \dots, mx_m, 0, 0, \dots)$$ Indeed, both $f$ and $g$ are continuous, $f\circ g$ is the identity on $S^m$, and $g\circ f$ is the projection $x\mapsto (x_1, \dots, x_m, 0, 0, \dots)$ which is homotopic to the identity via straight-line homotopy.
And a finite dimensional sphere is not contractible.