Optimize the NSGA-III and update IMMOEA for gpjax0.8.2 #123
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BillHuang2001
requested changes
Mar 25, 2024
src/evox/algorithms/mo/im_moea.py
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| sorted_indices = jnp.sort(masked_indices).astype(jnp.int32) | ||
| next_generation = next_generation[sorted_indices, :] | ||
| next_generation = jnp.sort(next_generation, axis=0) | ||
| # jax.debug.print("next_generation: {}", next_generation[self.pop_size-5:self.pop_size+5, :]) |
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| # jax.debug.print("next_generation: {}", next_generation[self.pop_size-5:self.pop_size+5, :]) |
src/evox/algorithms/mo/im_moea.py
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| next_generation = lax.dynamic_slice(next_generation, (0, 0), population.shape) | ||
| next_generation = jnp.clip(next_generation, self.lb, self.ub) | ||
| # jax.debug.print("next_generation: {}", jnp.isinf(next_generation).all()) | ||
| # next_generation = jnp.clip(next_generation, self.lb, self.ub) |
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| # next_generation = jnp.clip(next_generation, self.lb, self.ub) |
src/evox/algorithms/mo/im_moea.py
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| off = jax.lax.cond(valid_sum > num, valid_fun, invalid_fun, off) | ||
| off = jnp.where((jnp.arange(self.pop_size) > num)[:, None], jnp.inf, off) | ||
| # jax.debug.print("off: {}", off[self.pop_size - 5: , :]) |
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| # jax.debug.print("off: {}", off[self.pop_size - 5: , :]) |
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All debug lines have been deleted |
BillHuang2001
approved these changes
Mar 25, 2024
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