Phil Wang
06c65b60d2
1.0.0
2022-07-19 19:08:17 -07:00
Aidan Dempster
4145474bab
Improved upsampler training ( #181 )
...
Sampling is now possible without the first decoder unet
Non-training unets are deleted in the decoder trainer since they are never used and it is harder merge the models is they have keys in this state dict
Fixed a mistake where clip was not re-added after saving
2022-07-19 19:07:50 -07:00
Phil Wang
4b912a38c6
0.26.2
2022-07-19 17:50:36 -07:00
Aidan Dempster
f97e55ec6b
Quality of life improvements for tracker savers ( #210 )
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The default save location is now none so if keys are not specified the
corresponding checkpoint type is not saved.
Models and checkpoints are now both saved with version number and the
config used to create them in order to simplify loading.
Documentation was fixed to be in line with current usage.
2022-07-19 17:50:18 -07:00
Phil Wang
291377bb9c
@jacobwjs reports dynamic thresholding works very well and 0.95 is a better value
2022-07-19 11:31:56 -07:00
Phil Wang
723bf0abba
complete inpainting ability using inpaint_image and inpaint_mask passed into sample function for decoder
2022-07-19 09:26:55 -07:00
Phil Wang
d88c7ba56c
fix a bug with ddim and predict x0 objective
2022-07-18 19:04:26 -07:00
Phil Wang
3676a8ce78
comments
2022-07-18 15:02:04 -07:00
Phil Wang
da8e99ada0
fix sample bug
2022-07-18 13:50:22 -07:00
Phil Wang
6afb886cf4
complete imagen-like noise level conditioning
2022-07-18 13:43:57 -07:00
Phil Wang
a2ee3fa3cc
offer way to turn off initial cross embed convolutional module, for debugging upsampler artifacts
2022-07-15 17:29:10 -07:00
Phil Wang
a58a370d75
takes care of a grad strides error at https://github.com/lucidrains/DALLE2-pytorch/issues/196 thanks to @YUHANG-Ma
2022-07-14 15:28:34 -07:00
Phil Wang
1662bbf226
protect against random cropping for base unet
2022-07-14 12:49:43 -07:00
Phil Wang
a34f60962a
let the neural network peek at the low resolution conditioning one last time before making prediction, for upsamplers
2022-07-14 10:27:04 -07:00
Phil Wang
0b40cbaa54
just always use nearest neighbor interpolation when resizing for low resolution conditioning, for https://github.com/lucidrains/DALLE2-pytorch/pull/181
2022-07-13 20:59:43 -07:00
Phil Wang
f141144a6d
allow for using classifier free guidance for some unets but not others, by passing in a tuple of cond_scale during sampling for decoder, just in case it is causing issues for upsamplers
2022-07-13 13:12:30 -07:00
Phil Wang
f988207718
hack around some inplace error, also make sure for openai clip text encoding, only tokens after eos_id is masked out
2022-07-13 12:56:02 -07:00
Phil Wang
b2073219f0
foolproof sampling for decoder to always use eval mode (and restore training state afterwards)
2022-07-13 10:21:00 -07:00
Phil Wang
cc0f7a935c
fix non pixel shuffle upsample
2022-07-13 10:16:02 -07:00
Phil Wang
95a512cb65
fix a potential bug with conditioning with blurred low resolution image, blur should be applied only 50% of the time
2022-07-13 10:11:49 -07:00
Phil Wang
972ee973bc
fix issue with ddim and normalization of lowres conditioning image
2022-07-13 09:48:40 -07:00
Phil Wang
79e2a3bc77
only use the stable layernorm for final output norm in transformer
2022-07-13 07:56:30 -07:00
Phil Wang
349aaca56f
add yet another transformer stability measure
2022-07-12 17:49:16 -07:00
Phil Wang
3ee3c56d2a
add learned padding tokens, same strategy as dalle1, for diffusion prior, and get rid of masking in causal transformer
2022-07-12 17:33:14 -07:00
Phil Wang
cd26c6b17d
0.22.3
2022-07-12 17:08:31 -07:00
Phil Wang
775abc4df6
add setting to attend to all text encodings regardless of padding, for diffusion prior
2022-07-12 17:08:12 -07:00
Phil Wang
11b1d533a0
make sure text encodings being passed in has the correct batch dimension
2022-07-12 16:00:19 -07:00
Phil Wang
e76e89f9eb
remove text masking altogether in favor of deriving from text encodings (padded text encodings must be pad value of 0.)
2022-07-12 15:40:31 -07:00
Phil Wang
bb3ff0ac67
protect against bad text mask being passed into decoder
2022-07-12 15:33:13 -07:00
Phil Wang
1ec4dbe64f
one more fix for text mask, if the length of the text encoding exceeds max_text_len, add an assert for better error msg
2022-07-12 15:01:46 -07:00
Phil Wang
e0835acca9
generate text mask within the unet and diffusion prior itself from the text encodings, if not given
2022-07-12 12:54:59 -07:00
Phil Wang
1d9ef99288
add PixelShuffleUpsample thanks to @MalumaDev and @marunine for running the experiment and verifyng absence of checkboard artifacts
2022-07-11 16:07:23 -07:00
Phil Wang
bdd62c24b3
zero init final projection in unet, since openai and @crowsonkb are both doing it
2022-07-11 13:22:06 -07:00
Phil Wang
1f1557c614
make it so even if text mask is omitted, it will be derived based on whether text encodings are all 0s or not, simplify dataloading
2022-07-11 10:56:19 -07:00
Phil Wang
7ea314e2f0
allow for final l2norm clamping of the sampled image embed
2022-07-10 09:44:38 -07:00
Phil Wang
3dae43fa0e
fix misnamed variable, thanks to @nousr
2022-07-09 19:01:37 -07:00
Phil Wang
a598820012
do not noise for the last step in ddim
2022-07-09 18:38:40 -07:00
Phil Wang
4878762627
fix for small validation bug for sampling steps
2022-07-09 17:31:54 -07:00
Phil Wang
47ae17b36e
more informative error for something that tripped me up
2022-07-09 17:28:14 -07:00
Phil Wang
b7e22f7da0
complete ddim integration of diffusion prior as well as decoder for each unet, feature complete for https://github.com/lucidrains/DALLE2-pytorch/issues/157
2022-07-09 17:25:34 -07:00
Phil Wang
097afda606
0.18.0
2022-07-08 18:18:38 -07:00
Aidan Dempster
5c520db825
Added deepspeed support ( #195 )
2022-07-08 18:18:08 -07:00
Phil Wang
3070610231
just force it so researcher can never pass in an image that is less than the size that is required for CLIP or CoCa
2022-07-08 18:17:29 -07:00
Phil Wang
081d8d3484
0.17.0
2022-07-08 13:36:26 -07:00
Aidan Dempster
a71f693a26
Add the ability to auto restart the last run when started after a crash ( #191 )
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* Added autoresume after crash functionality to the trackers
* Updated documentation
* Clarified what goes in the autorestart object
* Fixed style issues
Unraveled conditional block
Chnaged to using helper function to get step count
2022-07-08 13:35:40 -07:00
Phil Wang
d7bc5fbedd
expose num_steps_taken helper method on trainer to retrieve number of training steps of each unet
2022-07-08 13:00:56 -07:00
Phil Wang
8c823affff
allow for control over use of nearest interp method of downsampling low res conditioning, in addition to being able to turn it off
2022-07-08 11:44:43 -07:00
Phil Wang
ec7cab01d9
extra insurance that diffusion prior is on the correct device, when using trainer with accelerator or device was given
2022-07-07 10:08:33 -07:00
Phil Wang
46be8c32d3
fix a potential issue in the low resolution conditioner, when downsampling and then upsampling using resize right, thanks to @marunine
2022-07-07 09:41:49 -07:00
Phil Wang
900f086a6d
fix condition_on_text_encodings in dalle2 orchestrator class, fix readme
2022-07-07 07:43:41 -07:00
