8000 Remove GP hparam ensemble since ensemble members are usually the same with the LBFGSB optimizer, and to reduce latency associated with `jax.vmap` with the forthcoming JAX Eagle optimizer. Change `best_n=1` behavior to squeeze out the singleton dimension of the GP hparams and not use vmap, since unnecessary vmap is a speed footgun. by copybara-service[bot] · Pull Request #618 · google/vizier · GitHub
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Remove GP hparam ensemble since ensemble members are usually the same with the LBFGSB optimizer, and to reduce latency associated with jax.vmap with the forthcoming JAX Eagle optimizer. Change best_n=1 behavior to squeeze out the singleton dimension of the GP hparams and not use vmap, since unnecessary vmap is a speed footgun. - #618

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Remove GP hparam ensemble since ensemble members are usually the same with the LBFGSB optimizer, and to reduce latency associated with jax.vmap with the forthcoming JAX Eagle optimizer. Change best_n=1 behavior to squeeze out the singleton dimension of the GP hparams and not use vmap, since unnecessary vmap is a speed footgun.#618
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Remove GP hparam ensemble since ensemble members are usually the same with the LBFGSB optimizer, and to reduce latency associated with jax.vmap with the forthcoming JAX Eagle optimizer. Change best_n=1 behavior to squeeze out the singleton dimension of the GP hparams and not use vmap, since unnecessary vmap is a speed footgun.

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copybara-service Bot force-pushed the test_520475354 branch 3 times, most recently from 0d20339 to 1103297 Compare March 31, 2023 01:06
@copybara-service copybara-service Bot changed the title Remove GP hparam ensemble since ensemble members are usually the same with the LBFGSB optimizer and to reduce latency associated with jax.vmap with the forthcoming JAX Eagle optimizer. Remove GP hparam ensemble since ensemble members are usually the same with the LBFGSB optimizer and to reduce latency associated with jax.vmap with the forthcoming JAX Eagle optimizer. Change best_n=1 behavior to squeeze out the singleton dimension of the GP hparams and not use vmap, since unnecessary vmap is a speed footgun. Mar 31, 2023
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copybara-service Bot force-pushed the test_520475354 branch 2 times, most recently from af145e1 to 07d1363 Compare March 31, 2023 04:42
@copybara-service copybara-service Bot changed the title Remove GP hparam ensemble since ensemble members are usually the same with the LBFGSB optimizer and to reduce latency associated with jax.vmap with the forthcoming JAX Eagle optimizer. Change best_n=1 behavior to squeeze out the singleton dimension of the GP hparams and not use vmap, since unnecessary vmap is a speed footgun. Remove GP hparam ensemble since ensemble members are usually the same with the LBFGSB optimizer, and to reduce latency associated with jax.vmap with the forthcoming JAX Eagle optimizer. Change best_n=1 behavior to squeeze out the singleton dimension of the GP hparams and not use vmap, since unnecessary vmap is a speed footgun. Mar 31, 2023
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copybara-service Bot force-pushed the test_520475354 branch 2 times, most recently from ec57c61 to 4e58cff Compare March 31, 2023 17:23
@copybara-service copybara-service Bot closed this Mar 31, 2023
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copybara-service Bot merged commit e5f8c68 into main Mar 31, 2023
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copybara-service Bot deleted the test_520475354 branch March 31, 2023 17:31
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