[None][infra] separate AutoDeploy tests into own stages (#10634)

Signed-off-by: Lucas Liebenwein <11156568+lucaslie@users.noreply.github.com>

Author: lucaslie

jenkins/L0_Test.groovy

@@ -2153,8 +2153,12 @@ def getMakoArgsFromStageName(stageName, parseSysinfo=false) {
         // If stageName contains "-FMHA-", add "backend=fmha" to makoArgs
         // At this point, only tests with backend=fmha or unspecified backend will be run
         makoArgs += ["backend=fmha"]
+    } else if (stageName.contains("-AutoDeploy-")) {
+        // If stageName contains "-AutoDeploy-", add "backend=autodeploy" to makoArgs
+        // At this point, only tests with backend=autodeploy or unspecified backend will be run
+        makoArgs += ["backend=autodeploy"]
     } else {
-        // If stageName does not contain "-PyTorch-", "-TensorRT-", "-CPP-", "-Triton-", or "-FMHA-", do not add any backend
+        // If stageName does not contain "-PyTorch-", "-TensorRT-", "-CPP-", "-Triton-", "-FMHA-", or "-AutoDeploy-", do not add any backend
         // At this point, all tests will be run
         // For cases where backend is not specified in makoArgs, we will match all types of backends and tests without specified backend
     }
@@ -3155,6 +3159,7 @@ def launchTestJobs(pipeline, testFilter)
         "A30-Triton-1": ["a30", "l0_a30", 1, 1],
         "A30-PyTorch-1": ["a30", "l0_a30", 1, 2],
         "A30-PyTorch-2": ["a30", "l0_a30", 2, 2],
+        "A30-AutoDeploy-1": ["a30", "l0_a30", 1, 1],
         "A30-CPP-1": ["a30", "l0_a30", 1, 3],
         "A30-CPP-2": ["a30", "l0_a30", 2, 3],
         "A30-CPP-3": ["a30", "l0_a30", 3, 3],
@@ -3166,11 +3171,13 @@ def launchTestJobs(pipeline, testFilter)
         "H100_PCIe-PyTorch-3": ["h100-cr", "l0_h100", 3, 4],
         "H100_PCIe-PyTorch-4": ["h100-cr", "l0_h100", 4, 4],
         "H100_PCIe-PyTorch-Ray-1": ["h100-cr", "l0_h100", 1, 1],
+        "H100_PCIe-AutoDeploy-1": ["h100-cr", "l0_h100", 1, 1],
         "H100_PCIe-CPP-1": ["h100-cr", "l0_h100", 1, 1],
         "H100_PCIe-TensorRT-1": ["h100-cr", "l0_h100", 1, 1],
         "B200_PCIe-PyTorch-1": ["b100-ts2", "l0_b200", 1, 3],
         "B200_PCIe-PyTorch-2": ["b100-ts2", "l0_b200", 2, 3],
         "B200_PCIe-PyTorch-3": ["b100-ts2", "l0_b200", 3, 3],
+        "B200_PCIe-AutoDeploy-1": ["b100-ts2", "l0_b200", 1, 1],
         "RTX5090-PyTorch-1": ["rtx-5090", "l0_gb202", 1, 1],
         "RTX5080-TensorRT-1": ["rtx-5080", "l0_gb203", 1, 2],
         "RTX5080-TensorRT-2": ["rtx-5080", "l0_gb203", 2, 2],
@@ -3262,8 +3269,10 @@ def launchTestJobs(pipeline, testFilter)
         "DGX_H100-4_GPUs-PyTorch-GptOss-1": ["dgx-h100-x4-oci", "l0_dgx_h100", 1, 1, 4],
         "DGX_H100-4_GPUs-PyTorch-Others-1": ["dgx-h100-x4-oci", "l0_dgx_h100", 1, 1, 4],
         "DGX_H100-4_GPUs-PyTorch-Ray-1": ["dgx-h100-x4-oci", "l0_dgx_h100", 1, 1, 4],
+        "DGX_H100-4_GPUs-AutoDeploy-1": ["dgx-h100-x4-oci", "l0_dgx_h100", 1, 1, 4],
         "DGX_B200-4_GPUs-PyTorch-1": ["b200-x4-lbd", "l0_dgx_b200", 1, 1, 4, 1, true],
         "DGX_B200-4_GPUs-PyTorch-Ray-1": ["b200-x4-lbd", "l0_dgx_b200", 1, 1, 4, 1, true],
+        "DGX_B200-4_GPUs-AutoDeploy-1": ["b200-x4-lbd", "l0_dgx_b200", 1, 1, 4, 1, true],
         "DGX_B200-8_GPUs-PyTorch-1": ["b200-x8-lbd", "l0_dgx_b200", 1, 1, 8, 1, true],
         "DGX_B200-4_GPUs-PyTorch-Post-Merge-1": ["b200-x4-lbd", "l0_dgx_b200", 1, 2, 4, 1, true],
         "DGX_B200-4_GPUs-PyTorch-Post-Merge-2": ["b200-x4-lbd", "l0_dgx_b200", 2, 2, 4, 1, true],

tests/integration/test_lists/test-db/l0_a30.yml

@@ -20,7 +20,6 @@ l0_a30:
   - unittest/_torch/modeling -k "modeling_qwen_moe"
   - unittest/_torch/modeling -k "modeling_out_of_tree"
   - unittest/_torch/modeling -k "modeling_starcoder2"
-  - unittest/_torch/auto_deploy/unit/singlegpu
   - unittest/_torch/sampler/test_beam_search.py
   - unittest/_torch/sampler/test_return_logits.py
   - test_e2e.py::test_openai_completions_with_logit_bias[torch_sampler]
@@ -244,3 +243,19 @@ l0_a30:
   - triton_server/test_triton_llm.py::test_tiny_llama_ifb_token_counts[tensorrtllm-both-False-1---False-True-False-0-128-enableDecoupleMode-inflight_fused_batching-disableTrtOverlap--guaranteed_no_evict---1-1-1-False-tensorrt_llm_bls]
   - triton_server/test_triton_llm.py::test_tiny_llama_ifb_token_counts[tensorrtllm-both-False-1---False-True-False-0-128-enableDecoupleMode-inflight_fused_batching-disableTrtOverlap--guaranteed_no_evict---1-1-1-False-ensemble]
   - triton_server/test_triton_llm.py::test_tiny_llama_ifb_token_counts[tensorrtllm-both-False-1---False-True-False-0-128-disableDecoupleMode-inflight_fused_batching-disableTrtOverlap--guaranteed_no_evict---1-1-1-False-tensorrt_llm_bls]
+# ------------- AutoDeploy Backend Stages ---------------
+- condition:
+    ranges:
+      system_gpu_count:
+        gte: 1
+        lte: 1
+    wildcards:
+      gpu:
+      - '*a30*'
+      linux_distribution_name: ubuntu*
+    terms:
+      stage: pre_merge
+      backend: autodeploy
+  tests:
+  # TODO (lucaslie): consider more fine-grained split
+  - unittest/_torch/auto_deploy/unit/singlegpu

tests/integration/test_lists/test-db/l0_b200.yml

@@ -94,10 +94,6 @@ l0_b200:
   - unittest/_torch/modules/test_fused_moe.py::test_fused_moe_w4a8_nvfp4_fp8[enable_configurable_moe-CUTLASS]
   - unittest/_torch/modules/test_fused_moe.py::test_fused_moe_mxfp4_mxfp8[enable_configurable_moe-True-8-256-CUTLASS]
   - unittest/_torch/modules/test_fused_moe.py::test_fused_moe_fp8_blockwise_deepgemm[enable_configurable_moe-dtype1-72-256-2560-DefaultMoeRoutingMethod]
-    # ------------- AutoDeploy tests ---------------
-  - accuracy/test_llm_api_autodeploy.py::TestLlama3_1_8B::test_auto_dtype[False-1]
-  - accuracy/test_llm_api_autodeploy.py::TestNemotronMOE::test_fp8
-  - unittest/_torch/auto_deploy/unit/singlegpu
 - condition:
     ranges:
       system_gpu_count:
@@ -169,3 +165,20 @@ l0_b200:
   - accuracy/test_llm_api_pytorch.py::TestDeepSeekV3Lite::test_fp8_block_scales[enable_configurable_moe-mtp=disable-fp8kv=True-attention_dp=True-cuda_graph=True-overlap_scheduler=True-torch_compile=True]
   - accuracy/test_llm_api_pytorch.py::TestSeedOss_36B::test_auto_dtype
   - accuracy/test_llm_api_pytorch.py::TestLlama3_1_8B_Instruct_RocketKV::test_auto_dtype
+# ------------- AutoDeploy Backend Stages ---------------
+- condition:
+    ranges:
+      system_gpu_count:
+        gte: 1
+        lte: 1
+    wildcards:
+      gpu:
+      - '*b100*'
+      linux_distribution_name: ubuntu*
+    terms:
+      stage: pre_merge
+      backend: autodeploy
+  tests:
+  - accuracy/test_llm_api_autodeploy.py::TestLlama3_1_8B::test_auto_dtype[False-1]
+  - accuracy/test_llm_api_autodeploy.py::TestNemotronMOE::test_fp8
+  - unittest/_torch/auto_deploy/unit/singlegpu

tests/integration/test_lists/test-db/l0_dgx_b200.yml

@@ -32,9 +32,6 @@ l0_dgx_b200:
   - disaggregated/test_disaggregated.py::test_disaggregated_deepseek_v3_lite_fp8_nixl[DeepSeek-V3-Lite-fp8]
   - accuracy/test_llm_api_pytorch.py::TestDeepSeekR1::test_nvfp4_multi_gpus[latency_adp_lmtp_tp4]
   - accuracy/test_llm_api_pytorch.py::TestMiniMaxM2::test_4gpus[attention_dp=False-cuda_graph=True-overlap_scheduler=True-tp_size=4-ep_size=4] TIMEOUT (60)
-
-  # ------------- AutoDeploy tests ---------------
-  - accuracy/test_llm_api_autodeploy.py::TestNemotronMOE::test_bf16
 - condition:
     ranges:
       system_gpu_count:
@@ -203,3 +200,22 @@ l0_dgx_b200:
   - accuracy/test_llm_api_pytorch.py::TestLlama3_1_8BInstruct::test_fp8_4gpus[pp4-fp8kv=True-attn_backend=TRTLLM-torch_compile=False]
   - accuracy/test_llm_api_pytorch.py::TestDeepSeekV3Lite::test_nvfp4_4gpus[moe_backend=CUTEDSL-mtp_nextn=2-ep4-fp8kv=True-attention_dp=True-cuda_graph=True-overlap_scheduler=True-torch_compile=False]
   - accuracy/test_llm_api_pytorch.py::TestLlama3_3_70BInstruct::test_fp4_tp2pp2[torch_compile=False]
+# ------------- AutoDeploy Backend Stages ---------------
+- condition:
+    ranges:
+      system_gpu_count:
+        gte: 4
+        lte: 4
+    wildcards:
+      gpu:
+      - '*b200*'
+      linux_distribution_name: ubuntu*
+      cpu: x86_64
+    terms:
+      stage: pre_merge
+      backend: autodeploy
+      orchestrator: mpi
+  tests:
+  - unittest/_torch/auto_deploy/unit/multigpu
+  - accuracy/test_llm_api_autodeploy.py::TestLlama3_1_8B::test_auto_dtype[False-4]
+  - accuracy/test_llm_api_autodeploy.py::TestNemotronMOE::test_bf16

tests/integration/test_lists/test-db/l0_dgx_b300.yml

@@ -67,7 +67,6 @@ l0_dgx_b300:
   - accuracy/test_disaggregated_serving.py::TestDeepSeekV3Lite::test_nixl_backend
   - accuracy/test_llm_api_pytorch.py::TestDeepSeekR1::test_nvfp4_multi_gpus[throughput_tp4] TIMEOUT (180)
   - accuracy/test_llm_api_pytorch.py::TestDeepSeekR1::test_nvfp4_multi_gpus[throughput_pp4_mtp] TIMEOUT (180)
-  # ------------- AutoDeploy tests ---------------
 - condition:
     ranges:
       system_gpu_count:

tests/integration/test_lists/test-db/l0_dgx_h100.yml

@@ -18,7 +18,6 @@ l0_dgx_h100:
   - unittest/llmapi/test_llm_multi_gpu_pytorch.py -m "gpu2"
   - unittest/llmapi/test_additional_model_outputs.py -m "gpu2"
   - unittest/_torch/multi_gpu -m "not post_merge" TIMEOUT (90)
-  - unittest/_torch/auto_deploy/unit/multigpu
   - unittest/_torch/modeling/test_modeling_pixtral.py::test_tensor_parallelism
   # ------------- Disaggregated serving tests ---------------
   - accuracy/test_disaggregated_serving.py::TestLlama3_1_8BInstruct::test_eagle3[eagle3_one_model=False-overlap_scheduler=False]
@@ -44,8 +43,6 @@ l0_dgx_h100:
   - accuracy/test_disaggregated_serving.py::TestLlama3_1_8BInstruct::test_auto_dtype[True-True-True]
   - unittest/llmapi/apps/test_disagg_serving_perf_metrics.py
   - disaggregated/test_disaggregated.py::test_disaggregated_cancel_large_context_requests[DeepSeek-V3-Lite-bf16]
-  # ------------- AutoDeploy tests ---------------
-  - accuracy/test_llm_api_autodeploy.py::TestLlama3_1_8B::test_auto_dtype[False-2]
   # llmapi
   - unittest/llmapi/test_mpi_session.py::test_llmapi_launch_multiple_tasks
   # ------------- Skip softmax attention tests ---------------
@@ -130,8 +127,6 @@ l0_dgx_h100:
   - disaggregated/test_auto_scaling.py::test_worker_restart[http-load_balancing]
   - disaggregated/test_auto_scaling.py::test_minimal_instances[http-round_robin]
   - disaggregated/test_auto_scaling.py::test_disagg_server_restart[http-round_robin]
-  # ------------- AutoDeploy tests ---------------
-  - accuracy/test_llm_api_autodeploy.py::TestNemotronMOE::test_bf16
 - condition:
     ranges:
       system_gpu_count:
@@ -308,3 +303,22 @@ l0_dgx_h100:
     - unittest/llmapi/test_async_llm.py -m "gpu4"
     - ray_orchestrator/RL/test_rl_perf_reproduce.py::test_rl_perf_reproduce[tp2_2instances]
     - ray_orchestrator/RL/test_rl_perf_reproduce.py::test_rl_perf_reproduce[tp1_4instances]
+# ------------- AutoDeploy Backend Stages ---------------
+- condition:
+    ranges:
+      system_gpu_count:
+        gte: 4
+        lte: 4
+    wildcards:
+      gpu:
+      - '*h100*'
+      linux_distribution_name: ubuntu*
+    terms:
+      stage: pre_merge
+      backend: autodeploy
+      auto_trigger: others
+      orchestrator: mpi
+  tests:
+  - unittest/_torch/auto_deploy/unit/multigpu
+  - accuracy/test_llm_api_autodeploy.py::TestLlama3_1_8B::test_auto_dtype[False-4]
+  - accuracy/test_llm_api_autodeploy.py::TestNemotronMOE::test_bf16

tests/integration/test_lists/test-db/l0_dgx_h200.yml

@@ -131,10 +131,6 @@ l0_dgx_h200:
   - disaggregated/test_disaggregated.py::test_disaggregated_benchmark_on_diff_backends[llama-v3-8b-hf]
   - disaggregated/test_disaggregated.py::test_disaggregated_benchmark_on_diff_backends[llama-3.1-8b-instruct-hf-fp8]
   - disaggregated/test_disaggregated.py::test_disaggregated_benchmark_on_diff_backends[DeepSeek-V3-Lite-fp8]
-  # ------------- AutoDeploy tests ---------------
-  - accuracy/test_llm_api_autodeploy.py::TestLlama3_1_8B::test_auto_dtype[False-4]
-  - accuracy/test_llm_api_autodeploy.py::TestNemotronMOE::test_bf16
-  - accuracy/test_llm_api_autodeploy.py::TestNemotronSuperV3::test_bf16
 - condition:
     ranges:
       system_gpu_count:

tests/integration/test_lists/test-db/l0_h100.yml

@@ -111,16 +111,6 @@ l0_h100:
   - test_e2e.py::test_openai_chat_harmony
   - test_e2e.py::test_openai_responses
   - test_e2e.py::test_trtllm_benchmark_serving[llama-3.1-model/Meta-Llama-3.1-8B]
-  # ------------- AutoDeploy tests ---------------
-  - accuracy/test_llm_api_autodeploy.py::TestLlama3_1_8B::test_auto_dtype[False-1]
-  - accuracy/test_llm_api_autodeploy.py::TestLlama3_1_8B::test_auto_dtype[True-1]
-  - accuracy/test_llm_api_autodeploy.py::TestNemotronH::test_auto_dtype[False]
-  - accuracy/test_llm_api_autodeploy.py::TestNemotronH::test_auto_dtype[True]
-  - accuracy/test_llm_api_autodeploy.py::TestNemotronMOE::test_fp8
-  - accuracy/test_llm_api_autodeploy.py::TestNemotronMOE::test_bf16
-  - examples/test_ad_speculative_decoding.py::test_autodeploy_spec_dec_output[draft_target]
-  - examples/test_ad_speculative_decoding.py::test_autodeploy_spec_dec_output[eagle3]
-  - examples/test_ad_speculative_decoding.py::test_autodeploy_eagle3_acceptance_rate
 - condition:
     ranges:
       system_gpu_count:
@@ -422,3 +412,28 @@ l0_h100:
       backend: fmha
   tests:
   - test_fmha.py::test_fmha TIMEOUT (90)
+# ------------- AutoDeploy Backend Stages ---------------
+- condition:
+    ranges:
+      system_gpu_count:
+        gte: 1
+        lte: 1
+    wildcards:
+      gpu:
+      - '*h100*'
+      linux_distribution_name: ubuntu*
+    terms:
+      stage: pre_merge
+      backend: autodeploy
+      orchestrator: mpi
+  tests:
+  - unittest/_torch/auto_deploy/unit/singlegpu
+  - accuracy/test_llm_api_autodeploy.py::TestLlama3_1_8B::test_auto_dtype[False-1]
+  - accuracy/test_llm_api_autodeploy.py::TestLlama3_1_8B::test_auto_dtype[True-1]
+  - accuracy/test_llm_api_autodeploy.py::TestNemotronH::test_auto_dtype[False]
+  - accuracy/test_llm_api_autodeploy.py::TestNemotronH::test_auto_dtype[True]
+  - accuracy/test_llm_api_autodeploy.py::TestNemotronMOE::test_fp8
+  - accuracy/test_llm_api_autodeploy.py::TestNemotronMOE::test_bf16
+  - examples/test_ad_speculative_decoding.py::test_autodeploy_spec_dec_output[draft_target]
+  - examples/test_ad_speculative_decoding.py::test_autodeploy_spec_dec_output[eagle3]
+  - examples/test_ad_speculative_decoding.py::test_autodeploy_eagle3_acceptance_rate

tests/integration/test_lists/waives.txt

@@ -230,7 +230,6 @@ full:H100_PCIe/unittest/llmapi/test_llm_pytorch.py::test_llama_7b_multi_lora_evi
 unittest/_torch/speculative/test_draft_len_schedule.py::test_correctness_across_batch_sizes[model_drafter-schedule1] SKIP (https://nvbugs/5680911)
 accuracy/test_llm_api_pytorch.py::TestSeedOss_36B::test_auto_dtype SKIP (https://nvbugs/5612438)
 accuracy/test_llm_api_autodeploy.py::TestNemotronH::test_auto_dtype[True] SKIP (https://nvbugs/5688721)
-accuracy/test_llm_api_autodeploy.py::TestLlama3_1_8B::test_auto_dtype[False-2] SKIP (https://nvbugs/5769712)
 accuracy/test_llm_api_autodeploy.py::TestLlama3_1_8B::test_auto_dtype[False-4] SKIP (https://nvbugs/5769712)
 test_e2e.py::test_openai_completions_example[trt] SKIP (https://nvbugs/5701450)
 accuracy/test_llm_api_pytorch.py::TestLlama3_1_8BInstruct::test_fp8_4gpus[tp4-fp8kv=False-attn_backend=TRTLLM-torch_compile=False] SKIP (https://nvbugs/5701457)