[CI] Update accuracy reference according to pytorch 2.8 rc3 test results (#1795)

Rolling: 
1. Huggingface:
https://github.com/intel/torch-xpu-ops/actions/runs/15962956351
4. Torchbench inference:
https://github.com/intel/torch-xpu-ops/actions/runs/15962971535
5. Torchbench training:
https://github.com/intel/torch-xpu-ops/actions/runs/15962975733
6. Timm inference:
https://github.com/intel/torch-xpu-ops/actions/runs/15962980575
7. Timm training:
https://github.com/intel/torch-xpu-ops/actions/runs/15962983533

LTS: 
1. Huggingface and Timm:
https://github.com/intel/torch-xpu-ops/actions/runs/15963156995
2. Torchbench inference:
https://github.com/intel/torch-xpu-ops/actions/runs/15963160385
3. Torchbench training:
https://github.com/intel/torch-xpu-ops/actions/runs/15963163938

disable_ut
disable_distributed

Author: mengfei25

.github/ci_expected_accuracy/lts/inductor_huggingface_training.csv

@@ -1,10 +1,6 @@
 name,float32,bfloat16,float16,amp_bf16,amp_fp16
-# https://github.com/intel/torch-xpu-ops/issues/1768
-# https://github.com/intel/torch-xpu-ops/issues/1767
-AlbertForMaskedLM,pass,pass,fail_accuracy,pass,fail_accuracy
-# https://github.com/intel/torch-xpu-ops/issues/1768
-# https://github.com/intel/torch-xpu-ops/issues/1767
-AlbertForQuestionAnswering,pass,fail_accuracy,fail_accuracy,fail_accuracy,fail_accuracy
+AlbertForMaskedLM,pass,pass,pass,pass,pass
+AlbertForQuestionAnswering,pass,pass,pass,pass,pass
 AllenaiLongformerBase,pass,pass,pass,pass,pass
 BartForCausalLM,pass,pass,pass,pass,pass
 BartForConditionalGeneration,pass,pass,pass,pass,pass
@@ -31,8 +27,7 @@ LayoutLMForSequenceClassification,pass,pass,pass,pass,pass
 M2M100ForConditionalGeneration,pass,pass,pass,pass,pass
 MBartForCausalLM,pass,pass,pass,pass,pass
 MBartForConditionalGeneration,pass,pass,pass,pass,pass
-# https://github.com/intel/torch-xpu-ops/issues/1768
-MT5ForConditionalGeneration,pass,fail_accuracy,pass,pass,pass
+MT5ForConditionalGeneration,pass,pass,pass,pass,pass
 MegatronBertForCausalLM,pass,pass,pass,pass,pass
 MegatronBertForQuestionAnswering,pass,pass,pass,pass,pass
 MobileBertForMaskedLM,pass,pass,pass,pass,pass

.github/ci_expected_accuracy/lts/inductor_timm_models_training.csv

@@ -2,8 +2,7 @@ name,float32,bfloat16,float16,amp_bf16,amp_fp16
 adv_inception_v3,pass,pass,pass,pass,pass
 beit_base_patch16_224,pass,pass,pass,pass,pass
 botnet26t_256,pass,pass,pass,pass,pass
-# https://github.com/intel/torch-xpu-ops/issues/1768
-cait_m36_384,pass,pass,fail_accuracy,pass,pass
+cait_m36_384,pass,pass,pass,pass,pass
 coat_lite_mini,pass,pass,pass,pass,pass
 convit_base,pass,pass,pass,pass,pass
 convmixer_768_32,pass,pass,pass,pass,pass
@@ -24,7 +23,7 @@ fbnetc_100,pass,pass,pass,pass,pass
 fbnetv3_b,pass,fail_accuracy,pass,fail_accuracy,pass
 gernet_l,pass,pass,pass,pass,pass
 ghostnet_100,pass,pass,pass,pass,pass
-gluon_inception_v3,pass,fail_accuracy,pass,pass,pass
+gluon_inception_v3,pass,pass,pass,pass,pass
 gmixer_24_224,pass,pass,pass,pass,pass
 gmlp_s16_224,pass,pass,pass,pass,pass
 hrnet_w18,pass,pass,pass,pass,pass
@@ -35,8 +34,7 @@ levit_128,pass,pass,pass,pass,pass
 mixer_b16_224,pass,pass,pass,pass,pass
 mixnet_l,pass,pass,pass,pass,pass
 mnasnet_100,pass,pass,pass,pass,pass
-# https://github.com/intel/torch-xpu-ops/issues/1768
-mobilenetv2_100,pass,pass,fail_accuracy,pass,pass
+mobilenetv2_100,pass,pass,pass,pass,pass
 mobilenetv3_large_100,pass,pass,pass,pass,pass
 mobilevit_s,pass,pass,pass,pass,pass
 nfnet_l0,pass,pass,pass,pass,pass
@@ -57,8 +55,7 @@ spnasnet_100,pass,pass,pass,pass,pass
 # https://github.com/intel/torch-xpu-ops/issues/1768
 swin_base_patch4_window7_224,pass,fail_accuracy,fail_accuracy,pass,pass
 swsl_resnext101_32x16d,pass,pass,pass,pass,pass
-# https://github.com/intel/torch-xpu-ops/issues/1767
-tf_efficientnet_b0,pass,pass,fail_accuracy,pass,pass
+tf_efficientnet_b0,pass,pass,pass,pass,pass
 tf_mixnet_l,pass,pass,pass,pass,pass
 tinynet_a,pass,pass,pass,pass,pass
 tnt_s_patch16_224,pass,pass,pass,pass,pass

.github/ci_expected_accuracy/lts/inductor_torchbench_inference.csv

@@ -1,6 +1,6 @@
 name,float32,bfloat16,float16,amp_bf16,amp_fp16
 # https://github.com/intel/torch-xpu-ops/issues/1221
-torchrec_dlrm,pass,eager_fail_to_run,eager_fail_to_run,pass,pass
+torchrec_dlrm,pass,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,pass
 # https://github.com/intel/torch-xpu-ops/issues/1768
 BERT_pytorch,pass,pass,pass,fail_accuracy,pass
 Background_Matting,pass_due_to_skip,pass_due_to_skip,pass_due_to_skip,pass_due_to_skip,pass_due_to_skip
@@ -17,22 +17,21 @@ dcgan,pass,pass,pass,pass,pass
 demucs,pass,pass,pass,pass,pass
 densenet121,pass,pass,pass,pass,pass
 # https://github.com/intel/torch-xpu-ops/issues/1278
-detectron2_fasterrcnn_r_101_c4,pass,eager_fail_to_run,fail_accuracy,eager_fail_to_run,fail_accuracy
-detectron2_fasterrcnn_r_101_dc5,pass,eager_fail_to_run,fail_accuracy,eager_fail_to_run,fail_accuracy
-detectron2_fasterrcnn_r_101_fpn,pass,eager_fail_to_run,fail_accuracy,eager_fail_to_run,fail_accuracy
-detectron2_fasterrcnn_r_50_c4,pass,eager_fail_to_run,fail_accuracy,eager_fail_to_run,fail_accuracy
-detectron2_fasterrcnn_r_50_dc5,pass,eager_fail_to_run,fail_accuracy,eager_fail_to_run,fail_accuracy
-detectron2_fasterrcnn_r_50_fpn,pass,eager_fail_to_run,fail_accuracy,eager_fail_to_run,fail_accuracy
+detectron2_fasterrcnn_r_101_c4,pass,eager_fail_to_run,fail_accuracy,fail_accuracy,fail_accuracy
+detectron2_fasterrcnn_r_101_dc5,pass,eager_fail_to_run,fail_accuracy,fail_accuracy,fail_accuracy
+detectron2_fasterrcnn_r_101_fpn,pass,eager_fail_to_run,fail_accuracy,fail_accuracy,fail_accuracy
+detectron2_fasterrcnn_r_50_c4,pass,eager_fail_to_run,fail_accuracy,fail_accuracy,fail_accuracy
+detectron2_fasterrcnn_r_50_dc5,pass,eager_fail_to_run,fail_accuracy,fail_accuracy,fail_accuracy
+detectron2_fasterrcnn_r_50_fpn,pass,eager_fail_to_run,pass,fail_accuracy,fail_accuracy
 detectron2_fcos_r_50_fpn,pass,pass,pass,pass,pass
 detectron2_maskrcnn,fail_to_run,eager_fail_to_run,fail_to_run,eager_fail_to_run,fail_to_run
-detectron2_maskrcnn_r_101_c4,fail_accuracy,eager_fail_to_run,fail_accuracy,eager_fail_to_run,fail_accuracy
-detectron2_maskrcnn_r_101_fpn,fail_accuracy,eager_fail_to_run,fail_accuracy,eager_fail_to_run,fail_accuracy
-detectron2_maskrcnn_r_50_c4,pass,eager_fail_to_run,fail_accuracy,eager_fail_to_run,fail_accuracy
-detectron2_maskrcnn_r_50_fpn,pass,eager_fail_to_run,fail_accuracy,eager_fail_to_run,fail_accuracy
+detectron2_maskrcnn_r_101_c4,fail_accuracy,eager_fail_to_run,fail_accuracy,fail_accuracy,fail_accuracy
+detectron2_maskrcnn_r_101_fpn,fail_accuracy,eager_fail_to_run,eager_1st_run_OOM,eager_1st_run_OOM,fail_accuracy
+detectron2_maskrcnn_r_50_c4,pass,eager_fail_to_run,fail_accuracy,fail_accuracy,fail_accuracy
+detectron2_maskrcnn_r_50_fpn,pass,eager_fail_to_run,eager_1st_run_OOM,eager_1st_run_OOM,fail_accuracy
 dlrm,pass,pass,pass,pass,pass
 doctr_det_predictor,pass,pass,pass,pass,pass
-# https://github.com/intel/torch-xpu-ops/issues/1768
-doctr_reco_predictor,pass,pass,pass,fail_accuracy,pass
+doctr_reco_predictor,pass,pass,pass,pass,pass
 drq,pass,pass,pass,pass,pass
 fastNLP_Bert,pass,pass,pass,pass,pass
 functorch_dp_cifar10,pass,pass,pass,pass,pass
@@ -68,7 +67,7 @@ mnasnet1_0,pass,pass,pass,pass,pass
 mobilenet_v2,pass,pass,pass,pass,pass
 mobilenet_v2_quantized_qat,model_fail_to_load,model_fail_to_load,model_fail_to_load,model_fail_to_load,model_fail_to_load
 mobilenet_v3_large,pass,pass,pass,pass,pass
-moco,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,model_fail_to_load,model_fail_to_load
+moco,eager_fail_to_run,eager_fail_to_run,model_fail_to_load,model_fail_to_load,model_fail_to_load
 moondream,pass,pass,pass,pass,pass
 # https://github.com/intel/torch-xpu-ops/issues/1767
 nanogpt,pass,eager_two_runs_differ,eager_two_runs_differ,eager_two_runs_differ,eager_two_runs_differ

.github/ci_expected_accuracy/lts/inductor_torchbench_training.csv

@@ -33,8 +33,7 @@ drq,pass,pass,pass,pass,pass
 fastNLP_Bert,pass,pass,pass,pass,pass
 # https://github.com/intel/torch-xpu-ops/issues/508
 functorch_dp_cifar10,fail_accuracy,fail_accuracy,fail_accuracy,pass,pass
-# https://github.com/intel/torch-xpu-ops/issues/1768
-functorch_maml_omniglot,pass,fail_accuracy,pass,pass,pass
+functorch_maml_omniglot,pass,pass,pass,pass,pass
 hf_Albert,pass,pass,pass,pass,pass
 hf_Bart,pass,pass,pass,pass,pass
 hf_Bert,pass,pass,pass,pass,pass
@@ -63,13 +62,13 @@ mnasnet1_0,pass,pass,pass,pass,pass
 mobilenet_v2,pass,pass,pass,pass,pass
 mobilenet_v2_quantized_qat,pass,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run
 mobilenet_v3_large,pass,pass,pass,pass,pass
-moco,model_fail_to_load,eager_fail_to_run,eager_fail_to_run,model_fail_to_load,model_fail_to_load
+moco,model_fail_to_load,model_fail_to_load,eager_fail_to_run,model_fail_to_load,model_fail_to_load
 moondream,pass,pass,pass,pass,pass
 nanogpt,pass,pass,pass,pass,pass
 nvidia_deeprecommender,pass,pass,pass,pass,pass
 opacus_cifar10,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run
 phlippe_densenet,pass,pass,pass,pass,pass
-phlippe_resnet,pass,pass,pass,pass,pass
+phlippe_resnet,pass,fail_accuracy,pass,pass,pass
 pyhpc_equation_of_state,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run
 pyhpc_isoneutral_mixing,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run
 pyhpc_turbulent_kinetic_energy,model_fail_to_load,model_fail_to_load,model_fail_to_load,model_fail_to_load,model_fail_to_load
@@ -101,8 +100,7 @@ timm_regnet,pass,fail_accuracy,pass,pass,pass
 timm_resnest,pass,pass,pass,pass,pass
 timm_vision_transformer,pass,pass,pass,pass,pass
 timm_vision_transformer_large,pass_due_to_skip,pass_due_to_skip,pass_due_to_skip,pass_due_to_skip,pass_due_to_skip
-# https://github.com/intel/torch-xpu-ops/issues/1768
-timm_vovnet,pass,fail_accuracy,pass,pass,pass
+timm_vovnet,pass,pass,pass,pass,pass
 torch_multimodal_clip,pass,pass,pass,pass,pass
 tts_angular,pass,pass,pass,pass,pass
 vgg16,pass,pass,pass,pass,pass

.github/ci_expected_accuracy/rolling/inductor_huggingface_training.csv

@@ -1,8 +1,6 @@
 name,float32,bfloat16,float16,amp_bf16,amp_fp16
-# https://github.com/intel/torch-xpu-ops/issues/1768
-AlbertForMaskedLM,pass,pass,fail_accuracy,pass,pass
-# https://github.com/intel/torch-xpu-ops/issues/1768
-AlbertForQuestionAnswering,pass,fail_accuracy,fail_accuracy,pass,pass
+AlbertForMaskedLM,pass,pass,pass,pass,pass
+AlbertForQuestionAnswering,pass,pass,pass,pass,pass
 AllenaiLongformerBase,pass,pass,pass,pass,pass
 BartForCausalLM,pass,pass,pass,pass,pass
 BartForConditionalGeneration,pass,pass,pass,pass,pass
@@ -29,8 +27,7 @@ LayoutLMForSequenceClassification,pass,pass,pass,pass,pass
 M2M100ForConditionalGeneration,pass,pass,pass,pass,pass
 MBartForCausalLM,pass,pass,pass,pass,pass
 MBartForConditionalGeneration,pass,pass,pass,pass,pass
-# https://github.com/intel/torch-xpu-ops/issues/1768
-MT5ForConditionalGeneration,pass,fail_accuracy,pass,pass,pass
+MT5ForConditionalGeneration,pass,pass,pass,pass,pass
 MegatronBertForCausalLM,pass,pass,pass,pass,pass
 MegatronBertForQuestionAnswering,pass,pass,pass,pass,pass
 MobileBertForMaskedLM,pass,pass,pass,pass,pass

.github/ci_expected_accuracy/rolling/inductor_timm_models_training.csv

@@ -2,8 +2,7 @@ name,float32,bfloat16,float16,amp_bf16,amp_fp16
 adv_inception_v3,pass,pass,pass,pass,pass
 beit_base_patch16_224,pass,pass,pass,pass,pass
 botnet26t_256,pass,pass,pass,pass,pass
-# https://github.com/intel/torch-xpu-ops/issues/1768
-cait_m36_384,pass,pass,fail_accuracy,pass,pass
+cait_m36_384,pass,pass,pass,pass,pass
 coat_lite_mini,pass,pass,pass,pass,pass
 convit_base,pass,pass,pass,pass,pass
 convmixer_768_32,pass,pass,pass,pass,pass
@@ -34,8 +33,7 @@ levit_128,pass,pass,pass,pass,pass
 mixer_b16_224,pass,pass,pass,pass,pass
 mixnet_l,pass,pass,pass,pass,pass
 mnasnet_100,pass,pass,pass,pass,pass
-# https://github.com/intel/torch-xpu-ops/issues/1768
-mobilenetv2_100,pass,pass,fail_accuracy,pass,pass
+mobilenetv2_100,pass,pass,pass,pass,pass
 mobilenetv3_large_100,pass,pass,pass,pass,pass
 mobilevit_s,pass,pass,pass,pass,pass
 nfnet_l0,pass,pass,pass,pass,pass

.github/ci_expected_accuracy/rolling/inductor_torchbench_inference.csv

@@ -17,22 +17,21 @@ dcgan,pass,pass,pass,pass,pass
 demucs,pass,pass,pass,pass,pass
 densenet121,pass,pass,pass,pass,pass
 # https://github.com/intel/torch-xpu-ops/issues/1278
-detectron2_fasterrcnn_r_101_c4,pass,eager_fail_to_run,fail_accuracy,eager_fail_to_run,fail_accuracy
-detectron2_fasterrcnn_r_101_dc5,pass,eager_fail_to_run,fail_accuracy,eager_fail_to_run,fail_accuracy
-detectron2_fasterrcnn_r_101_fpn,pass,eager_fail_to_run,fail_accuracy,eager_fail_to_run,fail_accuracy
-detectron2_fasterrcnn_r_50_c4,pass,eager_fail_to_run,fail_accuracy,eager_fail_to_run,fail_accuracy
-detectron2_fasterrcnn_r_50_dc5,pass,eager_fail_to_run,fail_accuracy,eager_fail_to_run,fail_accuracy
-detectron2_fasterrcnn_r_50_fpn,pass,eager_fail_to_run,fail_accuracy,eager_fail_to_run,fail_accuracy
+detectron2_fasterrcnn_r_101_c4,pass,eager_fail_to_run,fail_accuracy,fail_accuracy,fail_accuracy
+detectron2_fasterrcnn_r_101_dc5,pass,eager_fail_to_run,fail_accuracy,fail_accuracy,fail_accuracy
+detectron2_fasterrcnn_r_101_fpn,pass,eager_fail_to_run,fail_accuracy,fail_accuracy,fail_accuracy
+detectron2_fasterrcnn_r_50_c4,pass,eager_fail_to_run,fail_accuracy,fail_accuracy,fail_accuracy
+detectron2_fasterrcnn_r_50_dc5,pass,eager_fail_to_run,fail_accuracy,fail_accuracy,fail_accuracy
+detectron2_fasterrcnn_r_50_fpn,pass,eager_fail_to_run,pass,fail_accuracy,fail_accuracy
 detectron2_fcos_r_50_fpn,pass,pass,pass,pass,pass
 detectron2_maskrcnn,fail_to_run,eager_fail_to_run,fail_to_run,eager_fail_to_run,fail_to_run
-detectron2_maskrcnn_r_101_c4,fail_accuracy,eager_fail_to_run,fail_accuracy,eager_fail_to_run,fail_accuracy
-detectron2_maskrcnn_r_101_fpn,fail_accuracy,eager_fail_to_run,fail_accuracy,eager_fail_to_run,fail_accuracy
-detectron2_maskrcnn_r_50_c4,pass,eager_fail_to_run,fail_accuracy,eager_fail_to_run,fail_accuracy
-detectron2_maskrcnn_r_50_fpn,pass,eager_fail_to_run,fail_accuracy,eager_fail_to_run,fail_accuracy
+detectron2_maskrcnn_r_101_c4,fail_accuracy,eager_fail_to_run,fail_accuracy,fail_accuracy,fail_accuracy
+detectron2_maskrcnn_r_101_fpn,fail_accuracy,eager_fail_to_run,eager_1st_run_OOM,eager_1st_run_OOM,fail_accuracy
+detectron2_maskrcnn_r_50_c4,pass,eager_fail_to_run,fail_accuracy,fail_accuracy,fail_accuracy
+detectron2_maskrcnn_r_50_fpn,pass,eager_fail_to_run,eager_1st_run_OOM,eager_1st_run_OOM,fail_accuracy
 dlrm,pass,pass,pass,pass,pass
 doctr_det_predictor,pass,pass,pass,pass,pass
-# https://github.com/intel/torch-xpu-ops/issues/1768
-doctr_reco_predictor,pass,pass,pass,fail_accuracy,pass
+doctr_reco_predictor,pass,pass,pass,pass,pass
 drq,pass,pass,pass,pass,pass
 fastNLP_Bert,pass,pass,pass,pass,pass
 functorch_dp_cifar10,pass,pass,pass,pass,pass
@@ -67,7 +66,7 @@ mnasnet1_0,pass,pass,pass,pass,pass
 mobilenet_v2,pass,pass,pass,pass,pass
 mobilenet_v2_quantized_qat,model_fail_to_load,model_fail_to_load,model_fail_to_load,model_fail_to_load,model_fail_to_load
 mobilenet_v3_large,pass,pass,pass,pass,pass
-moco,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,model_fail_to_load,model_fail_to_load
+moco,eager_fail_to_run,eager_fail_to_run,model_fail_to_load,model_fail_to_load,model_fail_to_load
 moondream,pass,pass,pass,pass,pass
 nanogpt,pass,pass,pass,pass,pass
 nvidia_deeprecommender,pass,pass,pass,pass,pass

.github/ci_expected_accuracy/rolling/inductor_torchbench_training.csv

@@ -33,8 +33,7 @@ drq,pass,pass,pass,pass,pass
 fastNLP_Bert,pass,pass,pass,pass,pass
 # https://github.com/intel/torch-xpu-ops/issues/508
 functorch_dp_cifar10,fail_accuracy,fail_accuracy,fail_accuracy,pass,pass
-# https://github.com/intel/torch-xpu-ops/issues/1768
-functorch_maml_omniglot,pass,fail_accuracy,pass,pass,pass
+functorch_maml_omniglot,pass,pass,pass,pass,pass
 hf_Albert,pass,pass,pass,pass,pass
 hf_Bart,pass,pass,pass,pass,pass
 hf_Bert,pass,pass,pass,pass,pass
@@ -63,7 +62,7 @@ mnasnet1_0,pass,pass,pass,pass,pass
 mobilenet_v2,pass,pass,pass,pass,pass
 mobilenet_v2_quantized_qat,pass,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run
 mobilenet_v3_large,pass,pass,pass,pass,pass
-moco,model_fail_to_load,eager_fail_to_run,eager_fail_to_run,model_fail_to_load,model_fail_to_load
+moco,model_fail_to_load,model_fail_to_load,eager_fail_to_run,model_fail_to_load,model_fail_to_load
 moondream,pass,pass,pass,pass,pass
 nanogpt,pass,pass,pass,pass,pass
 nvidia_deeprecommender,pass,pass,pass,pass,pass
@@ -101,8 +100,7 @@ timm_regnet,pass,fail_accuracy,pass,pass,pass
 timm_resnest,pass,pass,pass,pass,pass
 timm_vision_transformer,pass,pass,pass,pass,pass
 timm_vision_transformer_large,pass_due_to_skip,pass_due_to_skip,pass_due_to_skip,pass_due_to_skip,pass_due_to_skip
-# https://github.com/intel/torch-xpu-ops/issues/1768
-timm_vovnet,pass,fail_accuracy,pass,pass,pass
+timm_vovnet,pass,pass,pass,pass,pass
 torch_multimodal_clip,pass,pass,pass,pass,pass
 tts_angular,pass,pass,pass,pass,pass
 vgg16,pass,pass,pass,pass,pass