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LinearExponential LR

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Summary: Linear followed by exponential LR progression. Needed for making Blender scenes converge.

Reviewed By: kjchalup

Differential Revision: D38557007

fbshipit-source-id: ad630dbc5b8fabcb33eeb5bdeed5e4f31360bac2
This commit is contained in:
Jeremy Reizenstein
2022-08-09 18:18:46 -07:00
committed by Facebook GitHub Bot
parent 65e5bb3ea1
commit a39cad40f4
3 changed files with 26 additions and 4 deletions
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9
projects/implicitron_trainer/configs/repro_singleseq_nerf_blender.yaml
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@@ -36,12 +36,13 @@ model_factory_ImplicitronModelFactory_args:
loss_autodecoder_norm: 0.00
optimizer_factory_ImplicitronOptimizerFactory_args:
exponential_lr_step_size: 2500
lr_policy: Exponential
exponential_lr_step_size: 3001
lr_policy: LinearExponential
linear_exponential_lr_milestone: 200
training_loop_ImplicitronTrainingLoop_args:
max_epochs: 2000
metric_print_interval: 100
max_epochs: 3201
metric_print_interval: 10
store_checkpoints_purge: 3
test_when_finished: true
validation_interval: 100