diff --git a/tests/functional_tests/python_test_utils/test_inference_regular_pipeline.py b/tests/functional_tests/python_test_utils/test_inference_regular_pipeline.py index 165e17b102b..a212ed417d6 100644 --- a/tests/functional_tests/python_test_utils/test_inference_regular_pipeline.py +++ b/tests/functional_tests/python_test_utils/test_inference_regular_pipeline.py @@ -6,6 +6,7 @@ import os from statistics import median +import numpy as np import pytest import yaml @@ -189,10 +190,16 @@ def test_inference_pipeline( if "routing_indices" in groundtruth_results and "routing_indices" in metrics: at_least_one_test_loop = True - routing_indices_groundtruth = groundtruth_results["routing_indices"] - routing_indices_current = current_results["routing_indices"] - assert ( - routing_indices_groundtruth == routing_indices_current + token_indices = groundtruth_results.get("routing_indices_token_indices") + current_routing = np.array(current_results["routing_indices"]) + assert token_indices is not None + current_routing = current_routing[token_indices] + routing_indices_groundtruth = np.sort( + np.array(groundtruth_results["routing_indices"]), axis=-1 + ) + routing_indices_current = np.sort(current_routing, axis=-1) + assert np.array_equal( + routing_indices_groundtruth, routing_indices_current ), f"Routing indices mismatch:\nGround truth: {routing_indices_groundtruth}\nCurrent: {routing_indices_current}" if not at_least_one_test_loop: diff --git a/tests/functional_tests/test_cases/moe/gpt_dynamic_inference_tp4_etp1_pp1_ep8_16B_logitsmatch_cudagraph_zmq/golden_values_dev_dgx_h100.json b/tests/functional_tests/test_cases/moe/gpt_dynamic_inference_tp4_etp1_pp1_ep8_16B_logitsmatch_cudagraph_zmq/golden_values_dev_dgx_h100.json index f0bbe4685d3..b553507edfb 100644 --- a/tests/functional_tests/test_cases/moe/gpt_dynamic_inference_tp4_etp1_pp1_ep8_16B_logitsmatch_cudagraph_zmq/golden_values_dev_dgx_h100.json +++ b/tests/functional_tests/test_cases/moe/gpt_dynamic_inference_tp4_etp1_pp1_ep8_16B_logitsmatch_cudagraph_zmq/golden_values_dev_dgx_h100.json @@ -157,25510 +157,2196 @@ "routing_indices": [ [ [ + 48, 33, - 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