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Update hparams.py #310

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32 changes: 31 additions & 1 deletion jukebox/hparams.py
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Original file line number Diff line number Diff line change
Expand Up @@ -207,6 +207,13 @@ def setup_hparams(hparam_set_names, kwargs):
)
HPARAMS_REGISTRY["small_vqvae"] = small_vqvae

custom_vqvae = Hyperparams(
restore_vqvae="https://genxx.s3.us-east-1.amazonaws.com/small_vqvae/checkpoint_step_200001.pth.tar",
)
custom_vqvae.update(small_vqvae)
HPARAMS_REGISTRY["custom_vqvae"] = custom_vqvae


small_prior = Hyperparams(
n_ctx=8192,
prior_width=1024,
Expand All @@ -219,6 +226,18 @@ def setup_hparams(hparam_set_names, kwargs):
)
HPARAMS_REGISTRY["small_prior"] = small_prior

custom_prior = Hyperparams(
restore_prior="https://genxx.s3.us-east-1.amazonaws.com/small_prior/checkpoint_latest.pth.tar",
level=2,
labels=False,
alignment_layer=None,
alignment_head=None,
)
custom_prior.update(small_prior)
HPARAMS_REGISTRY["custom_prior"] = custom_prior



small_labelled_prior = Hyperparams(
labels=True,
labels_v3=True,
Expand All @@ -231,6 +250,8 @@ def setup_hparams(hparam_set_names, kwargs):
small_labelled_prior.update(small_prior)
HPARAMS_REGISTRY["small_labelled_prior"] = small_labelled_prior



small_single_enc_dec_prior = Hyperparams(
n_ctx=6144,
prior_width=1024,
Expand Down Expand Up @@ -303,6 +324,15 @@ def setup_hparams(hparam_set_names, kwargs):

HPARAMS_REGISTRY["small_upsampler"] = small_upsampler


custom_upsampler = Hyperparams(
restore_prior="https://genxx.s3.us-east-1.amazonaws.com/small_upsampler/checkpoint_latest.pth.tar",
level=0,
labels=False,
)
custom_upsampler.update(small_upsampler)
HPARAMS_REGISTRY["custom_upsampler"] = custom_upsampler

all_fp16 = Hyperparams(
fp16=True,
fp16_params=True,
Expand Down Expand Up @@ -484,7 +514,7 @@ def setup_hparams(hparam_set_names, kwargs):
)

DEFAULTS["opt"] = Hyperparams(
epochs=10000,
epochs=50,
lr=0.0003,
clip=1.0,
beta1=0.9,
Expand Down