[ARC E2E] Torchbench accuracy failed

[mengfei25]

🐛 Describe the bug

Category	Model	Accuracy
torchbench_amp_bf16_training	basic_gnn_edgecnn	eager_two_runs_differ
torchbench_amp_bf16_training	densenet121	fail_accuracy
torchbench_bfloat16_training	densenet121	fail_accuracy
torchbench_float16_training	fastNLP_Bert	fail_accuracy
torchbench_bfloat16_training	functorch_maml_omniglot	fail_accuracy
torchbench_amp_bf16_training	hf_Reformer	fail_accuracy
torchbench_amp_fp16_training	hf_Reformer	fail_accuracy
torchbench_bfloat16_training	hf_Reformer	eager_two_runs_differ
torchbench_float16_training	hf_Reformer	fail_accuracy
torchbench_amp_bf16_training	hf_Roberta_base	eager_2nd_run_fail
torchbench_amp_fp16_training	hf_Roberta_base	eager_2nd_run_fail
torchbench_bfloat16_training	hf_Roberta_base	fail_accuracy
torchbench_float16_training	hf_Roberta_base	fail_accuracy
torchbench_float32_training	hf_Roberta_base	eager_2nd_run_fail
torchbench_amp_bf16_training	hf_Whisper	fail_accuracy
torchbench_amp_fp16_training	hf_Whisper	fail_accuracy
torchbench_float32_training	maml_omniglot	fail_accuracy
torchbench_bfloat16_inference	pyhpc_equation_of_state	fail_accuracy
torchbench_float16_inference	pyhpc_equation_of_state	fail_accuracy
torchbench_amp_fp16_training	pytorch_CycleGAN_and_pix2pix	fail_accuracy
torchbench_float16_training	pytorch_CycleGAN_and_pix2pix	fail_accuracy
torchbench_float16_inference	sam	fail_accuracy
torchbench_amp_bf16_training	timm_regnet	fail_accuracy
torchbench_float32_training	timm_regnet	eager_two_runs_differ

Versions

torch-xpu-ops: 7e3d00a
pytorch: 0d1d69fd25fdc096763bfe85f4d379e27ea1c9f8
device: ARC 24.04
driver: 24.31.30508.7

[mengfei25]

Compared with 22.04

Category	Model	Ubuntu 24.04	Ubuntu 22.04
torchbench_amp_bf16_training	densenet121	fail_accuracy	pass
torchbench_bfloat16_training	densenet121	fail_accuracy	pass
torchbench_float32_inference	hf_T5	pass	eager_fail_to_run
torchbench_float32_inference	vision_maskrcnn	fail_accuracy	pass
torchbench_float32_training	basic_gnn_edgecnn	pass	eager_two_runs_differ