Allow dtype to be specified in Flax pipeline #600
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This may be a temporary solution until #567 is addressed.
The denoising loop always computes the next step in float32, so this would fail when using `bfloat16`.
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pcuenca
commented
Sep 21, 2022
| ) | ||
| if latents is None: | ||
| latents = jax.random.normal(prng_seed, shape=latents_shape, dtype=self.dtype) | ||
| latents = jax.random.normal(prng_seed, shape=latents_shape, dtype=jnp.float32) |
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The alternative to this, I think, would be to prepare the scheduler parameters using the same dtype as the model. We can do that in a follow-up PR.
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Sounds good, and agree we should check model dtype here.
patil-suraj
approved these changes
Sep 21, 2022
| ) | ||
| if latents is None: | ||
| latents = jax.random.normal(prng_seed, shape=latents_shape, dtype=self.dtype) | ||
| latents = jax.random.normal(prng_seed, shape=latents_shape, dtype=jnp.float32) |
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Sounds good, and agree we should check model dtype here.
yoonseokjin
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Dec 25, 2023
* Fix typo in docstring. * Allow dtype to be overridden on model load. This may be a temporary solution until huggingface#567 is addressed. * Create latents in float32 The denoising loop always computes the next step in float32, so this would fail when using `bfloat16`.
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This replaces #581, which was reviewed by @patil-suraj.