gpt.yaml

type: basic
format_version: 1
maintainers: [mcore]
loggers: [stdout]
spec:
  name: "{test_case}"
  model: gpt
  build: mcore-pyt-{environment}
  nodes: 1
  gpus: 8
  artifacts:
    /workspace/data/gpt3_data: text/the_pile/shard00
  script: |-
    ls
    cd /opt/megatron-lm

    ARGUMENTS=(
        "DATA_PATH=/workspace/data/gpt3_data"
        "DATA_CACHE_PATH=/workspace/data/cache"
        "OUTPUT_PATH={assets_dir}"
        "TENSORBOARD_PATH={assets_dir}/tensorboard"
        "CHECKPOINT_PATH=/workspace/checkpoints"
        "TRAINING_SCRIPT_PATH=pretrain_gpt.py"
        "TRAINING_PARAMS_PATH=./tests/functional_tests/test_cases/{model}/{test_case}/model_config.yaml"
        "GOLDEN_VALUES_PATH=./tests/functional_tests/test_cases/{model}/{test_case}/golden_values_{environment}.json"
        "N_REPEAT={n_repeat}"
    )

    bash ./tests/functional_tests/shell_test_utils/run_ci_test.sh ${{ARGUMENTS[@]}}

products:
  - environment: [lts, dev]
    scope: [mr]
    platforms: [dgx_a100]
    time_limit: [1800]
    n_repeat: [5]
    test_case:
    - gpt3_mr_mcore_te_tp1_pp1_dist_optimizer_no_mmap_bin_files_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp1_pp1_resume_torch_dist_dist_optimizer_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp1_pp1_resume_torch_dist_dist_optimizer_no_mmap_bin_files_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp1_pp1_resume_torch_dist_uniform_full_recompute_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp1_pp1_uniform_full_recompute_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp1_pp2_resume_torch_dist_reshard_2x1x4_te_8experts2parallel_dist_optimizer_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp1_pp2_resume_torch_dist_rope_embeddings_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp1_pp2_resume_torch_dist_rope_embeddings_interleaved_no_fusion_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp1_pp2_rope_embeddings_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp1_pp2_rope_embeddings_interleaved_no_fusion_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp1_pp4_disable_bias_linear_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp1_pp4_resume_torch_dist_disable_bias_linear_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp1_pp4_resume_torch_dist_sequence_parallel_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp1_pp4_resume_torch_dist_swiglu_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp1_pp4_resume_torch_dist_untie_embeddings_and_outputs_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp1_pp4_sequence_parallel_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp1_pp4_swiglu_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp1_pp4_untie_embeddings_and_outputs_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp1_pp4_vp1_calculate_per_token_loss_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp1_pp4_vp1_decoupled_lr_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp1_pp4_vp1_uneven_pipeline_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp1_pp4_vp1_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp1_pp4_vp1_tunable_overlap_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp1_pp4_vp1_dist_optimizer_overlap_grad_reduce_param_gather_overlap_optimizer_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp1_pp4_vp1_dist_optimizer_overlap_grad_reduce_untied_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp1_pp4_vp1_resume_torch_decoupled_lr_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp1_pp4_vp1_resume_torch_dist_calculate_per_token_loss_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp1_pp4_vp1_resume_torch_dist_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp1_pp4_vp1_resume_torch_dist_dist_optimizer_overlap_grad_reduce_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp1_pp4_vp1_resume_torch_dist_dist_optimizer_overlap_grad_reduce_param_gather_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp1_pp4_vp1_resume_torch_dist_dist_optimizer_overlap_grad_reduce_untied_dgx_a100_1N8G
    # - gpt3_mr_mcore_te_tp2_pp1_fsdp2_resume_torch_dist_dgx_a100_1N8G # torch >= 2.4.0
    - gpt3_mr_mcore_te_tp1_pp4_vp1_resume_torch_dist_tunable_overlap_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp2_pp1_resume_torch_dist_te_8experts2parallel_dist_optimizer_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp2_pp1_resume_torch_dist_te_8experts2parallel_groupedGEMM_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp2_pp1_resume_torch_dist_te_8experts2parallel_top2router_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp2_pp1_te_8experts_etp1_ep4_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp2_pp1_te_8experts2parallel_dist_optimizer_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp2_pp1_te_8experts2parallel_overlap_grad_reduce_param_gather_groupedGEMM_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp2_pp1_te_8experts2parallel_top2router_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp2_pp2_cross_entropy_loss_fusion_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp2_pp2_ddp_average_in_collective_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp2_pp2_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp2_pp2_no_create_attention_mask_in_dataloader_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp2_pp2_no_mmap_bin_files_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp2_pp2_resume_torch_dist_cross_entropy_loss_fusion_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp2_pp2_resume_torch_dist_ddp_average_in_collective_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp2_pp2_resume_torch_dist_defer_embedding_wgrad_compute_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp2_pp2_resume_torch_dist_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp2_pp2_resume_torch_dist_no_create_attention_mask_in_dataloader_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp2_pp2_resume_torch_dist_no_mmap_bin_files_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp2_pp2_resume_torch_dist_reshard_1x4xNone_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp4_pp1_dist_optimizer_overlap_grad_reduce_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp4_pp1_dist_optimizer_overlap_grad_reduce_param_gather_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp4_pp1_qk_layernorm_test_mode_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp4_pp1_resume_torch_dist_dist_optimizer_overlap_grad_reduce_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp4_pp1_resume_torch_dist_dist_optimizer_overlap_grad_reduce_param_gather_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp4_pp1_resume_torch_dist_qk_layernorm_test_mode_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp4_pp2_resume_torch_dist_reshard_8x1xNone_dgx_a100_1N8G
    - gpt3_mr_mcore_tp2_pp2_resume_torch_dist_uninstall_te_dgx_a100_1N8G
    - gpt3_mr_mcore_tp2_pp2_uninstall_te_dgx_a100_1N8G
    - gpt3_mr_te_tp2_pp2_dgx_a100_1N8G
    - gpt3_mr_te_tp2_pp2_resume_torch_dgx_a100_1N8G
    - gpt3_mr_tp1_pp4_vp1_dgx_a100_1N8G
    - gpt3_mr_tp1_pp4_vp1_resume_torch_dgx_a100_1N8G
    - gpt3_mr_tp2_pp2_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp2_pp2_defer_embedding_wgrad_compute_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp1_pp4_vp1_dist_optimizer_overlap_grad_reduce_param_gather_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp1_pp4_vp1_dist_optimizer_overlap_grad_reduce_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp2_pp1_multi_dist_optimizer_instances_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp2_pp1_resume_torch_dist_multi_dist_optimizer_instances_dgx_a100_1N8G
    - gpt3_mr_mcore_te_tp2_pp1_cp2_nondeterministic_dgx_a100_1N8G  # cp and attention
    - gpt3_mr_mcore_te_tp2_pp2_cp2_nondeterministic_dgx_a100_1N8G  # cp and attention
    - gpt3_mr_mcore_te_tp2_pp1_resume_torch_dist_cp2_nondeterministic_dgx_a100_1N8G  # cp and attention
    - gpt3_mr_mcore_te_tp2_pp2_resume_torch_dist_cp2_nondeterministic_dgx_a100_1N8G  # cp and attention
    - gpt3_mr_mcore_te_tp1_pp2_cp4_a2a_p2p_nondeterministic_dgx_a100_1N8G  # cp and attention with a2a+p2p comm type
    - gpt3_mr_mcore_te_tp1_pp2_resume_torch_dist_cp4_a2a_p2p_nondeterministic_dgx_a100_1N8G  # cp and attention with a2a+p2p comm type
  - environment: [lts, dev]
    scope: [nightly]
    platforms: [dgx_a100]
    time_limit: [3600]
    n_repeat: [5]
    test_case:
    - gpt3_345m_nightly_dgx_a100_1N8G_mcore_tp1_pp1_dist_optimizer_overlap_grad_reduce_param_gather
    # - gpt3_345m_nightly_dgx_a100_1N8G_mcore_tp1_pp1_fsdp2_resume_torch_dist_te # torch >= 2.4.0
    - gpt3_345m_nightly_dgx_a100_1N8G_mcore_tp1_pp1_resume_torch_dist_dist_optimizer_overlap_grad_reduce_param_gather
    - gpt3_345m_nightly_dgx_a100_1N8G_mcore_tp1_pp2
    - gpt3_345m_nightly_dgx_a100_1N8G_mcore_tp1_pp2_resume_torch_dist
    - gpt3_345m_nightly_dgx_a100_1N8G_mcore_tp1_pp4
    - gpt3_345m_nightly_dgx_a100_1N8G_mcore_tp1_pp4_resume_torch_dist
    - gpt3_345m_nightly_dgx_a100_1N8G_mcore_tp2_pp2_ep2_te_4experts2parallel
    # - gpt3_345m_nightly_dgx_a100_1N8G_mcore_tp2_pp2_resume_torch_dist_te_2experts  # non-determinism
    - gpt3_345m_nightly_dgx_a100_1N8G_mcore_tp4_pp1
    - gpt3_345m_nightly_dgx_a100_1N8G_mcore_tp4_pp1_resume_torch
    - gpt3_345m_nightly_dgx_a100_1N8G_mcore_tp4_pp1_resume_torch_dist
    - gpt3_345m_nightly_dgx_a100_1N8G_tp1_pp1_dist_optimizer_overlap_grad_reduce
    - gpt3_345m_nightly_dgx_a100_1N8G_tp1_pp1_overlap_grad_reduce
    - gpt3_345m_nightly_dgx_a100_1N8G_tp1_pp2
    - gpt3_345m_nightly_dgx_a100_1N8G_tp1_pp2_resume_torch
    - gpt3_345m_nightly_dgx_a100_1N8G_tp1_pp4
    - gpt3_345m_nightly_dgx_a100_1N8G_tp1_pp4_overlap_grad_reduce
    - gpt3_345m_nightly_dgx_a100_1N8G_tp1_pp4_resume_torch
    - gpt3_345m_nightly_dgx_a100_1N8G_tp1_pp4_vp1_overlap_grad_reduce
    - gpt3_345m_nightly_dgx_a100_1N8G_tp2_pp2_overlap_grad_reduce
    - gpt3_345m_nightly_dgx_a100_1N8G_tp2_pp2_resume_torch_4experts
    - gpt3_345m_nightly_dgx_a100_1N8G_tp2_pp2_resume_torch_overlap_grad_reduce
    - gpt3_345m_nightly_dgx_a100_1N8G_tp4_pp1
    - gpt3_345m_nightly_dgx_a100_1N8G_tp4_pp1_overlap_grad_reduce
    - gpt3_345m_nightly_dgx_a100_1N8G_tp4_pp1_resume_torch
  - environment: [lts]
    scope: [nightly]
    platforms: [dgx_a100]
    time_limit: [3600]
    n_repeat: [5]
    test_case:
    - gpt3_345m_nightly_dgx_a100_1N8G_mcore_tp2_pp2_ep2_resume_torch_dist_te_4experts2parallel  # non-determinism in dev
  - environment: [lts, dev]
    scope: [weekly]
    platforms: [dgx_h100]
    time_limit: [9000]
    test_case:
    - gpt3_345m_weekly_dgx_h100_1N8G_mcore_nondet_tp1_pp1_fp8_no_model_parallel
    - gpt3_345m_weekly_dgx_h100_1N8G_mcore_tp1_pp1_bf16_baseline
    - gpt3_345m_weekly_dgx_h100_1N8G_mcore_tp1_pp1_fp8_no_model_parallel
    - gpt3_345m_weekly_dgx_h100_1N8G_mcore_tp1_pp2_fp8_pp
    - gpt3_345m_weekly_dgx_h100_1N8G_mcore_tp2_pp2_fp8_tp_pp
    - gpt3_345m_weekly_dgx_h100_1N8G_mcore_tp2_pp2_fp8_tp_pp_sp
    - gpt3_345m_weekly_dgx_h100_1N8G_mcore_tp2_pp2_native_fp8_tp_pp_sp
    - gpt3_345m_weekly_dgx_h100_1N8G_mcore_tp4_pp2_fp8_tp_pp