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Adding RETRO tests to Action Tests (cicd-main.yml) (NVIDIA#8942)
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* update branch

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* Add dist ckpt support for regular optimizers (NVIDIA#7749)

* Add dist ckpt support for regular optimizers

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* [tutorial] fixed missing RIR scripts file. (NVIDIA#8257)

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* Pin lhotse=1.19.2 in r1.23.0 (NVIDIA#8303)

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* Attention encoder-decoder models for multiple speech-to-text tasks  (NVIDIA#8242) (NVIDIA#8324)

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* add code for calling mcore_retro in NeMo

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Showing 1 changed file with 73 additions and 4 deletions.
77 changes: 73 additions & 4 deletions .github/workflows/cicd-main.yml
Original file line number Diff line number Diff line change
Expand Up @@ -3690,6 +3690,75 @@ jobs:
uses: actions/checkout@v2
- run: |
python examples/nlp/language_modeling/megatron_retro_pretraining.py \
trainer.num_nodes=1 \
trainer.devices=2 \
trainer.precision=bf16 \
trainer.accelerator=gpu \
model.data.data_prefix=['none'] \
exp_manager.exp_dir=examples/nlp/language_modeling/mcore_retro_results \
model.mcore_gpt=True \
model.tensor_model_parallel_size=1 \
model.pipeline_model_parallel_size=1 \
model.optim.name=distributed_fused_adam \
model.retro.retro_project_dir=/home/TestData/nlp/megatron_retro/mcore_retro/micro-wiki-core \
model.data.num_workers=4 \
model.micro_batch_size=1 \
model.data.shuffle_documents=False \
trainer.val_check_interval=30 \
+trainer.num_sanity_val_steps=0 \
model.init_method_std=0.023 \
model.optim.lr=6.0e-4 \
model.megatron_amp_O2=True \
model.data.splits_string=\'\"98,2,0\"\' \
model.data.dataloader_type=cyclic \
trainer.max_steps=10
python examples/nlp/language_modeling/megatron_retro_pretraining.py \
trainer.num_nodes=1 \
trainer.devices=2 \
trainer.precision=bf16 \
trainer.accelerator=gpu \
model.data.data_prefix=['none'] \
exp_manager.exp_dir=examples/nlp/language_modeling/mcore_retro_results \
model.mcore_gpt=True \
model.tensor_model_parallel_size=1 \
model.pipeline_model_parallel_size=1 \
model.optim.name=distributed_fused_adam \
model.retro.retro_project_dir=/home/TestData/nlp/megatron_retro/mcore_retro/micro-wiki-core \
model.data.num_workers=4 \
model.micro_batch_size=1 \
model.data.shuffle_documents=False \
trainer.val_check_interval=30 \
+trainer.num_sanity_val_steps=0 \
model.init_method_std=0.023 \
model.optim.lr=6.0e-4 \
model.megatron_amp_O2=True \
model.data.splits_string=\'\"98,2,0\"\' \
model.data.dataloader_type=cyclic \
trainer.max_steps=20
rm -rf examples/nlp/language_modeling/mcore_retro_results
- uses: "NVIDIA/NeMo/.github/actions/cancel-workflow@main"
if: "failure()"

L2_Legacy_Megatron_RETRO_Pretraining_and_Resume_Training:
needs: [cicd-test-container-setup]
runs-on: self-hosted-azure
container:
image: nemoci.azurecr.io/nemo_container_${{ github.run_id }}
options:
# --user 0:128
--device=/dev/nvidia0
--gpus all
--shm-size=8g
--env TRANSFORMERS_OFFLINE=0
--env HYDRA_FULL_ERROR=1
--volume /mnt/datadrive/TestData:/home/TestData
steps:
- name: Checkout repository
uses: actions/checkout@v2
- run: |
python examples/nlp/language_modeling/megatron_retro_pretraining_legacy.py \
trainer.devices=2 \
trainer.num_nodes=1 \
trainer.accelerator=gpu \
Expand All @@ -3700,7 +3769,7 @@ jobs:
trainer.precision=16 \
trainer.gradient_clip_val=1.0 \
trainer.val_check_interval=10 \
exp_manager.exp_dir=examples/nlp/language_modeling/retro_results \
exp_manager.exp_dir=examples/nlp/language_modeling/retro_legacy_results \
model.data.data_prefix= \
model.data.knn_index= \
model.data.retrieval_prefix= \
Expand All @@ -3720,7 +3789,7 @@ jobs:
model.dec_cross_attention=[1] \
+model.data.mock=True
python examples/nlp/language_modeling/megatron_retro_pretraining.py \
python examples/nlp/language_modeling/megatron_retro_pretraining_legacy.py \
trainer.devices=2 \
trainer.num_nodes=1 \
trainer.accelerator=gpu \
Expand All @@ -3731,7 +3800,7 @@ jobs:
trainer.precision=16 \
trainer.gradient_clip_val=1.0 \
trainer.val_check_interval=10 \
exp_manager.exp_dir=examples/nlp/language_modeling/retro_results \
exp_manager.exp_dir=examples/nlp/language_modeling/retro_legacy_results \
model.data.data_prefix= \
model.data.knn_index= \
model.data.retrieval_prefix= \
Expand All @@ -3751,7 +3820,7 @@ jobs:
model.dec_cross_attention=[1] \
+model.data.mock=True
rm -rf examples/nlp/language_modeling/retro_results
rm -rf examples/nlp/language_modeling/retro_legacy_results
- uses: "NVIDIA/NeMo/.github/actions/cancel-workflow@main"
if: "failure()"

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