Refactoring RL PR #1200
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Refactoring RL PR #1200
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natolambert
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Nov 14, 2022
* re-add RL model code * match model forward api * add register_to_config, pass training tests * fix tests, update forward outputs * remove unused code, some comments * add to docs * remove extra embedding code * unify time embedding * remove conv1d output sequential * remove sequential from conv1dblock * style and deleting duplicated code * clean files * remove unused variables * clean variables * add 1d resnet block structure for downsample * rename as unet1d * fix renaming * rename files * add get_block(...) api * unify args for model1d like model2d * minor cleaning * fix docs * improve 1d resnet blocks * fix tests, remove permuts * fix style * add output activation * rename flax blocks file * Add Value Function and corresponding example script to Diffuser implementation (#884) * valuefunction code * start example scripts * missing imports * bug fixes and placeholder example script * add value function scheduler * load value function from hub and get best actions in example * very close to working example * larger batch size for planning * more tests * merge unet1d changes * wandb for debugging, use newer models * success! * turns out we just need more diffusion steps * run on modal * merge and code cleanup * use same api for rl model * fix variance type * wrong normalization function * add tests * style * style and quality * edits based on comments * style and quality * remove unused var * hack unet1d into a value function * add pipeline * fix arg order * add pipeline to core library * community pipeline * fix couple shape bugs * style * Apply suggestions from code review Co-authored-by: Nathan Lambert <nathan@huggingface.co> * update post merge of scripts * add mdiblock / outblock architecture * Pipeline cleanup (#947) * valuefunction code * start example scripts * missing imports * bug fixes and placeholder example script * add value function scheduler * load value function from hub and get best actions in example * very close to working example * larger batch size for planning * more tests * merge unet1d changes * wandb for debugging, use newer models * success! * turns out we just need more diffusion steps * run on modal * merge and code cleanup * use same api for rl model * fix variance type * wrong normalization function * add tests * style * style and quality * edits based on comments * style and quality * remove unused var * hack unet1d into a value function * add pipeline * fix arg order * add pipeline to core library * community pipeline * fix couple shape bugs * style * Apply suggestions from code review * clean up comments * convert older script to using pipeline and add readme * rename scripts * style, update tests * delete unet rl model file * remove imports in src Co-authored-by: Nathan Lambert <nathan@huggingface.co> * Update src/diffusers/models/unet_1d_blocks.py * Update tests/test_models_unet.py * RL Cleanup v2 (#965) * valuefunction code * start example scripts * missing imports * bug fixes and placeholder example script * add value function scheduler * load value function from hub and get best actions in example * very close to working example * larger batch size for planning * more tests * merge unet1d changes * wandb for debugging, use newer models * success! * turns out we just need more diffusion steps * run on modal * merge and code cleanup * use same api for rl model * fix variance type * wrong normalization function * add tests * style * style and quality * edits based on comments * style and quality * remove unused var * hack unet1d into a value function * add pipeline * fix arg order * add pipeline to core library * community pipeline * fix couple shape bugs * style * Apply suggestions from code review * clean up comments * convert older script to using pipeline and add readme * rename scripts * style, update tests * delete unet rl model file * remove imports in src * add specific vf block and update tests * style * Update tests/test_models_unet.py Co-authored-by: Nathan Lambert <nathan@huggingface.co> * fix quality in tests * fix quality style, split test file * fix checks / tests * make timesteps closer to main * unify block API * unify forward api * delete lines in examples * style * examples style * all tests pass * make style * make dance_diff test pass * Refactoring RL PR (#1200) * init file changes * add import utils * finish cleaning files, imports * remove import flags * clean examples * fix imports, tests for merge * update readmes * hotfix for tests * quality * fix some tests * change defaults * more mps test fixes * unet1d defaults * do not default import experimental * defaults for tests * fix tests * fix-copies * fix * changes per Patrik's comments (#1285) * changes per Patrik's comments * update conversion script * fix renaming * skip more mps tests * last test fix * Update examples/rl/README.md Co-authored-by: Ben Glickenhaus <benglickenhaus@gmail.com>
yoonseokjin
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to yoonseokjin/diffusers
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Dec 25, 2023
* re-add RL model code * match model forward api * add register_to_config, pass training tests * fix tests, update forward outputs * remove unused code, some comments * add to docs * remove extra embedding code * unify time embedding * remove conv1d output sequential * remove sequential from conv1dblock * style and deleting duplicated code * clean files * remove unused variables * clean variables * add 1d resnet block structure for downsample * rename as unet1d * fix renaming * rename files * add get_block(...) api * unify args for model1d like model2d * minor cleaning * fix docs * improve 1d resnet blocks * fix tests, remove permuts * fix style * add output activation * rename flax blocks file * Add Value Function and corresponding example script to Diffuser implementation (huggingface#884) * valuefunction code * start example scripts * missing imports * bug fixes and placeholder example script * add value function scheduler * load value function from hub and get best actions in example * very close to working example * larger batch size for planning * more tests * merge unet1d changes * wandb for debugging, use newer models * success! * turns out we just need more diffusion steps * run on modal * merge and code cleanup * use same api for rl model * fix variance type * wrong normalization function * add tests * style * style and quality * edits based on comments * style and quality * remove unused var * hack unet1d into a value function * add pipeline * fix arg order * add pipeline to core library * community pipeline * fix couple shape bugs * style * Apply suggestions from code review Co-authored-by: Nathan Lambert <nathan@huggingface.co> * update post merge of scripts * add mdiblock / outblock architecture * Pipeline cleanup (huggingface#947) * valuefunction code * start example scripts * missing imports * bug fixes and placeholder example script * add value function scheduler * load value function from hub and get best actions in example * very close to working example * larger batch size for planning * more tests * merge unet1d changes * wandb for debugging, use newer models * success! * turns out we just need more diffusion steps * run on modal * merge and code cleanup * use same api for rl model * fix variance type * wrong normalization function * add tests * style * style and quality * edits based on comments * style and quality * remove unused var * hack unet1d into a value function * add pipeline * fix arg order * add pipeline to core library * community pipeline * fix couple shape bugs * style * Apply suggestions from code review * clean up comments * convert older script to using pipeline and add readme * rename scripts * style, update tests * delete unet rl model file * remove imports in src Co-authored-by: Nathan Lambert <nathan@huggingface.co> * Update src/diffusers/models/unet_1d_blocks.py * Update tests/test_models_unet.py * RL Cleanup v2 (huggingface#965) * valuefunction code * start example scripts * missing imports * bug fixes and placeholder example script * add value function scheduler * load value function from hub and get best actions in example * very close to working example * larger batch size for planning * more tests * merge unet1d changes * wandb for debugging, use newer models * success! * turns out we just need more diffusion steps * run on modal * merge and code cleanup * use same api for rl model * fix variance type * wrong normalization function * add tests * style * style and quality * edits based on comments * style and quality * remove unused var * hack unet1d into a value function * add pipeline * fix arg order * add pipeline to core library * community pipeline * fix couple shape bugs * style * Apply suggestions from code review * clean up comments * convert older script to using pipeline and add readme * rename scripts * style, update tests * delete unet rl model file * remove imports in src * add specific vf block and update tests * style * Update tests/test_models_unet.py Co-authored-by: Nathan Lambert <nathan@huggingface.co> * fix quality in tests * fix quality style, split test file * fix checks / tests * make timesteps closer to main * unify block API * unify forward api * delete lines in examples * style * examples style * all tests pass * make style * make dance_diff test pass * Refactoring RL PR (huggingface#1200) * init file changes * add import utils * finish cleaning files, imports * remove import flags * clean examples * fix imports, tests for merge * update readmes * hotfix for tests * quality * fix some tests * change defaults * more mps test fixes * unet1d defaults * do not default import experimental * defaults for tests * fix tests * fix-copies * fix * changes per Patrik's comments (huggingface#1285) * changes per Patrik's comments * update conversion script * fix renaming * skip more mps tests * last test fix * Update examples/rl/README.md Co-authored-by: Ben Glickenhaus <benglickenhaus@gmail.com>
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cc @bglick13 for pr #105