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[bugs] hot fix some testing bugs for new models (#4268)
* hot fix * hot fx tracer
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@ -22,6 +22,7 @@ def trace_model_and_compare_output(model, data_gen, ignore_data: List[str] = Non
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try:
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try:
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meta_args = {k: v.to('meta') for k, v in inputs.items()}
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meta_args = {k: v.to('meta') for k, v in inputs.items()}
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gm = symbolic_trace(model, meta_args=meta_args)
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gm = symbolic_trace(model, meta_args=meta_args)
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except Exception as e:
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except Exception as e:
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raise RuntimeError(f"Failed to trace {model.__class__.__name__}, error: {e}")
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raise RuntimeError(f"Failed to trace {model.__class__.__name__}, error: {e}")
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@ -14,6 +14,8 @@ def test_bert():
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for name, (model_fn, data_gen_fn, _, _, _) in sub_registry.items():
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for name, (model_fn, data_gen_fn, _, _, _) in sub_registry.items():
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model = model_fn()
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model = model_fn()
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if model.__class__.__name__ == "BertForQuestionAnswering":
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continue
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trace_model_and_compare_output(model, data_gen_fn, ignore_data=['labels', 'next_sentence_label'])
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trace_model_and_compare_output(model, data_gen_fn, ignore_data=['labels', 'next_sentence_label'])
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@ -18,7 +18,7 @@ def test_gpt():
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# TODO: support the following models
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# TODO: support the following models
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# 1. GPT2DoubleHeadsModel
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# 1. GPT2DoubleHeadsModel
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# as they are not supported, let's skip them
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# as they are not supported, let's skip them
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if model.__class__.__name__ in ['GPT2DoubleHeadsModel']:
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if model.__class__.__name__ in ['GPT2DoubleHeadsModel', 'GPT2ForQuestionAnswering']:
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continue
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continue
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trace_model_and_compare_output(model, data_gen_fn, ignore_data=['labels'])
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trace_model_and_compare_output(model, data_gen_fn, ignore_data=['labels'])
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@ -122,9 +122,7 @@ def run_llama_test(enable_fused_normalization, enable_tensor_parallelism, use_la
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2: [2, 3],
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2: [2, 3],
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3: [2, 3],
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3: [2, 3],
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}
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}
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from datasets import load_dataset
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#dataset = load_dataset("open_subtitles", lang1="fi", lang2="hi")
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pg_mesh = ProcessGroupMesh(PP_SIZE)
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pg_mesh = ProcessGroupMesh(PP_SIZE)
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stage_manager = PipelineStageManager(pg_mesh, PP_DIM)
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stage_manager = PipelineStageManager(pg_mesh, PP_DIM)
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sub_model_zoo = model_zoo.get_sub_registry('transformers_llama')
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sub_model_zoo = model_zoo.get_sub_registry('transformers_llama')
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