Mingyuanm/sdxl quantization notebook #9042
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Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com>
…container. Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com>
Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com>
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Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com>
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for more information, see https://pre-commit.ci
Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com>
Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com>
Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com>
for more information, see https://pre-commit.ci
Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com>
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Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com>
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Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com>
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Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com>
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examples/multimodal/text_to_image/stable_diffusion/sd_xl_trt_inference.py
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Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com>
yaoyu-33
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Apr 26, 2024
Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com>
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* Move cached embedding devices and dtype for onnx export consistency Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com> * Add old trt export/inference script, currently not working in latest container. Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com> * Update intro and why nemo in dev doc * Categorize tutorials * Add NeMo TRT inference pipeline and quatization workflow Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Add guards to avoid undefined variables Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * minor fix Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update tutorials link * update index * Restructure * Restructure * Restructure * Restructure * Restructure * Restructure * Add conversion script from hf sdxl to nemo sdxl Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com> * Update quantize pipeline to adapt to variable image dimension Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com> * update sdxl pipeline to be aware of additional emb channels Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add guards for potential local var Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * copyright header Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Restructure * Restructure * Update flash attention * Update flash attention * Update file paths Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com> * Fix few structure issue * Fix migration * Fix structure * Fix structure * Few updates * Add few more scripts * Fix scripts * Fix few things * Fix tutorial table * Restructure * Rename * Add notebook Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com> * WIP Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com> * Documentation Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com> * Few fixes and moves * Move sections * Fix bib * Refactor files * Fixes * Update quantization script Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com> * Add tutorial and docs Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com> * Add images Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com> * Fix * Fix few issues * remove scripts * Update comments Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com> * Update docs Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com> * Add links to sdxl quantization tutorial Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com> * Add link to new tutorial Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * remove unused import Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com> * Using links to images Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com> * remove unused imports Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com> Co-authored-by: yaoyu-33 <yaoyu.094@gmail.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Pablo Garay <palenq@gmail.com> Signed-off-by: Ao Tang <aot@nvidia.com>
rohitrango
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Jun 25, 2024
* Move cached embedding devices and dtype for onnx export consistency Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com> * Add old trt export/inference script, currently not working in latest container. Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com> * Update intro and why nemo in dev doc * Categorize tutorials * Add NeMo TRT inference pipeline and quatization workflow Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Add guards to avoid undefined variables Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * minor fix Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update tutorials link * update index * Restructure * Restructure * Restructure * Restructure * Restructure * Restructure * Add conversion script from hf sdxl to nemo sdxl Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com> * Update quantize pipeline to adapt to variable image dimension Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com> * update sdxl pipeline to be aware of additional emb channels Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add guards for potential local var Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * copyright header Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Restructure * Restructure * Update flash attention * Update flash attention * Update file paths Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com> * Fix few structure issue * Fix migration * Fix structure * Fix structure * Few updates * Add few more scripts * Fix scripts * Fix few things * Fix tutorial table * Restructure * Rename * Add notebook Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com> * WIP Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com> * Documentation Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com> * Few fixes and moves * Move sections * Fix bib * Refactor files * Fixes * Update quantization script Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com> * Add tutorial and docs Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com> * Add images Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com> * Fix * Fix few issues * remove scripts * Update comments Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com> * Update docs Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com> * Add links to sdxl quantization tutorial Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com> * Add link to new tutorial Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * remove unused import Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com> * Using links to images Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com> * remove unused imports Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: Mingyuan Ma <mingyuanm@nvidia.com> Co-authored-by: yaoyu-33 <yaoyu.094@gmail.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Pablo Garay <palenq@gmail.com>
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What does this PR do ?
Update quantization script and adding tutorial/documentation
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