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In the explicit demo for SPDHG you explain the non-uniform sampling: half of the time, we update the dual variable corresponding to TV, so that $p_{n+1}=1/2$, and half of the time we update one of the dual variable corresponding to one subset, so that $p_i=1/(2n)$ for $1\leq i \leq n$.
CIL-Demos/demos/2_Iterative/04_SPDHG.ipynb
Line 500 in affca76
In the explicit demo for SPDHG you explain the non-uniform sampling: half of the time, we update the dual variable corresponding to TV, so that$p_{n+1}=1/2$ , and half of the time we update one of the dual variable corresponding to one subset, so that $p_i=1/(2n)$ for $1\leq i \leq n$ .
You also define it in line
CIL-Demos/demos/2_Iterative/04_SPDHG.ipynb
Line 497 in affca76
CIL-Demos/demos/2_Iterative/04_SPDHG.ipynb
Line 500 in affca76
CIL-Demos/demos/2_Iterative/04_SPDHG.ipynb
Line 581 in affca76
Just needs a quick fix to add "prob=prob" to the calls to SPDHG.
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