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Update weekly accuracy reference #1223

Merged
merged 11 commits into from
Jan 16, 2025
4 changes: 3 additions & 1 deletion .github/ci_expected_accuracy/check_expected.py
Original file line number Diff line number Diff line change
Expand Up @@ -3,6 +3,7 @@
import pandas as pd
import pathlib

# Reference last updated is https://github.com/intel/torch-xpu-ops/pull/1223

parser = argparse.ArgumentParser(description="Accuracy Check", formatter_class=argparse.ArgumentDefaultsHelpFormatter)
parser.add_argument("--category", type=str, default="inductor", help="inductor")
Expand Down Expand Up @@ -67,7 +68,8 @@
else:
if refer_accuracy == "N/A":
new_models.append([model_name, test_accuracy])
real_failed_models.append([model_name, test_accuracy])
# Not failed for new models
expected_failed_models.append([model_name, test_accuracy])
refer_data.loc[len(refer_data),:] = "N/A"
refer_data.at[len(refer_data) - 1, "name"] = model_name
refer_data.at[len(refer_data) - 1, args.dtype] = test_accuracy
Expand Down
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Original file line number Diff line number Diff line change
Expand Up @@ -59,4 +59,4 @@ twins_pcpvt_base,pass,pass,pass,pass,pass
visformer_small,pass,pass,pass,pass,pass
vit_base_patch16_224,pass,pass,pass,pass,pass
volo_d1_224,pass,pass,pass,pass,pass
xcit_large_24_p8_224,pass,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run
xcit_large_24_p8_224,pass,pass,pass,pass,pass
15 changes: 9 additions & 6 deletions .github/ci_expected_accuracy/inductor_timm_models_training.csv
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Original file line number Diff line number Diff line change
Expand Up @@ -6,27 +6,30 @@ 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
convnext_base,pass,pass,fail_accuracy,pass,pass
# https://github.com/intel/torch-xpu-ops/issues/1274
convnext_base,pass,fail_accuracy,fail_accuracy,pass,pass
crossvit_9_240,pass,pass,pass,pass,pass
cspdarknet53,pass,pass,pass,pass,pass
deit_base_distilled_patch16_224,pass,pass,pass,pass,pass
dla102,pass,pass,pass,pass,pass
dm_nfnet_f0,pass,pass,pass,pass,pass
dpn107,pass,pass,pass,pass,pass
eca_botnext26ts_256,pass,pass,pass,pass,pass
eca_halonext26ts,pass,pass,fail_to_run,pass,pass
# https://github.com/intel/torch-xpu-ops/issues/1275
eca_halonext26ts,pass,pass,pass,fail_accuracy,pass
ese_vovnet19b_dw,pass,pass,pass,pass,pass
fbnetc_100,pass,pass,pass,pass,pass
fbnetv3_b,pass,pass,pass,pass,pass
# https://github.com/intel/torch-xpu-ops/issues/1275
fbnetv3_b,pass,pass,pass,fail_accuracy,pass
gernet_l,pass,pass,pass,pass,pass
ghostnet_100,pass,pass,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
inception_v3,pass,pass,pass,pass,pass
jx_nest_base,pass,pass,fail_accuracy,pass,pass
lcnet_050,pass,pass,fail_accuracy,pass,pass
jx_nest_base,pass,pass,pass,pass,pass
lcnet_050,pass,pass,pass,pass,pass
levit_128,pass,pass,pass,pass,pass
mixer_b16_224,pass,pass,pass,pass,pass
mixnet_l,pass,pass,pass,pass,pass
Expand Down Expand Up @@ -59,4 +62,4 @@ twins_pcpvt_base,pass,pass,pass,pass,pass
visformer_small,pass,pass,pass,pass,pass
vit_base_patch16_224,pass,pass,pass,pass,pass
volo_d1_224,pass,pass,pass,pass,pass
xcit_large_24_p8_224,pass_due_to_skip,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run
xcit_large_24_p8_224,pass_due_to_skip,pass_due_to_skip,pass_due_to_skip,pass_due_to_skip,pass_due_to_skip
42 changes: 25 additions & 17 deletions .github/ci_expected_accuracy/inductor_torchbench_inference.csv
Original file line number Diff line number Diff line change
@@ -1,9 +1,11 @@
name,float32,bfloat16,float16,amp_bf16,amp_fp16
torchrec_dlrm,pass,eager_fail_to_run,eager_fail_to_run,pass,pass
# https://github.com/intel/torch-xpu-ops/issues/1221
torchrec_dlrm,pass,eager_fail_to_run,eager_fail_to_run,fail_to_run,fail_to_run
BERT_pytorch,pass,pass,pass,pass,pass
Background_Matting,pass_due_to_skip,pass_due_to_skip,pass_due_to_skip,pass_due_to_skip,pass_due_to_skip
DALLE2_pytorch,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run
LearningToPaint,pass,pass,pass,pass,pass
# https://github.com/intel/torch-xpu-ops/issues/1263
LearningToPaint,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run
Super_SloMo,pass,pass,pass,pass,pass
alexnet,pass,pass,pass,pass,pass
basic_gnn_edgecnn,pass,pass,pass,pass,pass
Expand All @@ -14,6 +16,7 @@ cm3leon_generate,pass,pass,pass,pass,pass
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
Expand All @@ -25,9 +28,9 @@ detectron2_maskrcnn,fail_to_run,eager_fail_to_run,fail_to_run,eager_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,fail_accuracy,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
dlrm,pass,pass,pass,pass,pass
doctr_det_predictor,pass,pass,pass,eager_fail_to_run,pass
doctr_det_predictor,pass,pass,pass,pass,pass
doctr_reco_predictor,pass,pass,pass,pass,pass
drq,pass,pass,pass,pass,pass
fastNLP_Bert,pass,pass,pass,pass,pass
Expand All @@ -42,9 +45,11 @@ hf_DistilBert,pass,pass,pass,pass,pass
hf_GPT2,pass,pass,pass,pass,pass
hf_GPT2_large,pass_due_to_skip,pass_due_to_skip,pass_due_to_skip,pass_due_to_skip,pass_due_to_skip
hf_Longformer,pass,pass,pass,pass,pass
hf_Reformer,pass,pass,pass,pass,pass
# https://github.com/intel/torch-xpu-ops/issues/1262
hf_Reformer,eager_two_runs_differ,eager_two_runs_differ,eager_two_runs_differ,eager_two_runs_differ,eager_two_runs_differ
hf_T5,pass,pass,pass,pass,pass
hf_T5_base,pass,pass,pass,pass,pass
# https://github.com/intel/torch-xpu-ops/issues/1276
hf_T5_base,pass,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run
hf_T5_generate,pass,pass,pass,pass,pass
hf_T5_large,pass_due_to_skip,pass_due_to_skip,pass_due_to_skip,pass_due_to_skip,pass_due_to_skip
hf_Whisper,pass,pass,pass,pass,pass
Expand All @@ -53,22 +58,24 @@ hf_distil_whisper,pass,pass,pass,pass,pass
lennard_jones,pass,pass,pass,pass,pass
llama,pass,pass,pass,pass,pass
llama_v2_7b_16h,pass_due_to_skip,pass_due_to_skip,pass_due_to_skip,pass_due_to_skip,pass_due_to_skip
llava,eager_fail_to_run,pass,pass,eager_fail_to_run,eager_fail_to_run
# https://github.com/intel/torch-xpu-ops/issues/1277
llava,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run
maml,pass_due_to_skip,pass_due_to_skip,pass_due_to_skip,pass_due_to_skip,pass_due_to_skip
maml_omniglot,pass,pass,pass,pass,pass
microbench_unbacked_tolist_sum,pass,pass,pass,pass,pass
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,model_fail_to_load,model_fail_to_load,model_fail_to_load,model_fail_to_load,model_fail_to_load
moco,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run
moondream,pass,pass,pass,pass,pass
nanogpt,pass,pass,pass,pass,pass
nvidia_deeprecommender,pass,pass,pass,pass,pass
# https://github.com/intel/torch-xpu-ops/issues/1260
nvidia_deeprecommender,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run
opacus_cifar10,pass,pass,pass,pass,pass
phlippe_densenet,pass,pass,pass,pass,pass
phlippe_resnet,pass,pass,pass,pass,pass
pyhpc_equation_of_state,pass,pass,fail_accuracy,pass,pass
pyhpc_equation_of_state,pass,pass,pass,pass,pass
pyhpc_isoneutral_mixing,pass,pass,pass,pass,pass
pyhpc_turbulent_kinetic_energy,pass,pass,pass,pass,pass
pytorch_CycleGAN_and_pix2pix,pass,pass,pass,pass,pass
Expand All @@ -84,11 +91,13 @@ sam_fast,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run
shufflenet_v2_x1_0,pass,pass,pass,pass,pass
simple_gpt,model_fail_to_load,model_fail_to_load,model_fail_to_load,model_fail_to_load,model_fail_to_load
simple_gpt_tp_manual,model_fail_to_load,model_fail_to_load,model_fail_to_load,model_fail_to_load,model_fail_to_load
soft_actor_critic,pass,pass,pass,pass,pass
# https://github.com/intel/torch-xpu-ops/issues/1273
soft_actor_critic,pass,fail_accuracy,pass,pass,pass
speech_transformer,pass,pass,pass,pass,pass
squeezenet1_1,pass,fail_accuracy,fail_accuracy,pass,pass
squeezenet1_1,pass,fail_accuracy,pass,pass,pass
stable_diffusion_text_encoder,pass,pass,pass,pass,pass
stable_diffusion_unet,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/1261
stable_diffusion_unet,eager_fail_to_run,pass_due_to_skip,pass_due_to_skip,eager_fail_to_run,eager_fail_to_run
tacotron2,pass,pass,pass,fail_to_run,fail_to_run
timm_efficientdet,model_fail_to_load,model_fail_to_load,model_fail_to_load,model_fail_to_load,model_fail_to_load
timm_efficientnet,pass,pass,pass,pass,pass
Expand All @@ -98,10 +107,9 @@ 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
timm_vovnet,pass,pass,pass,pass,pass
torch_multimodal_clip,pass,pass,pass,eager_fail_to_run,eager_fail_to_run
tts_angular,pass,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run
torch_multimodal_clip,pass,pass,pass,pass,pass
tts_angular,pass,pass,pass,pass,pass
vgg16,pass,pass,pass,pass,pass
vision_maskrcnn,pass,pass,pass,eager_fail_to_run,eager_fail_to_run
# Skip yolov3 for known torchbench issue: https://github.com/intel/torch-xpu-ops/issues/1229
yolov3,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run
yolov3,pass,pass,pass,pass,pass
hf_Roberta_base,pass,pass,pass,pass,pass
42 changes: 25 additions & 17 deletions .github/ci_expected_accuracy/inductor_torchbench_training.csv
Original file line number Diff line number Diff line change
@@ -1,18 +1,20 @@
name,float32,bfloat16,float16,amp_bf16,amp_fp16
torchrec_dlrm,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run
torchrec_dlrm,pass,eager_fail_to_run,eager_fail_to_run,pass,pass
BERT_pytorch,pass,pass,pass,pass,pass
Background_Matting,pass_due_to_skip,pass_due_to_skip,pass_due_to_skip,pass_due_to_skip,pass_due_to_skip
DALLE2_pytorch,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run
LearningToPaint,pass,pass,pass,pass,pass
# https://github.com/intel/torch-xpu-ops/issues/1263
LearningToPaint,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run
# https://github.com/intel/torch-xpu-ops/issues/1256
Super_SloMo,eager_two_runs_differ,pass,pass,eager_two_runs_differ,pass
alexnet,eager_two_runs_differ,pass,pass,pass,pass
alexnet,pass,pass,pass,pass,pass
basic_gnn_edgecnn,pass,pass,pass,pass,pass
basic_gnn_gcn,pass,pass,pass,pass,pass
basic_gnn_gin,pass,pass,pass,pass,pass
basic_gnn_sage,pass,pass,pass,pass,pass
cm3leon_generate,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run
dcgan,pass,pass,pass,pass,pass
demucs,fail_accuracy,eager_fail_to_run,eager_fail_to_run,fail_accuracy,fail_accuracy
demucs,eager_two_runs_differ,eager_fail_to_run,eager_fail_to_run,eager_two_runs_differ,eager_two_runs_differ
densenet121,pass,pass,pass,pass,pass
detectron2_fasterrcnn_r_101_c4,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run
detectron2_fasterrcnn_r_101_dc5,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run
Expand All @@ -26,12 +28,14 @@ detectron2_maskrcnn_r_101_c4,eager_fail_to_run,eager_fail_to_run,eager_fail_to_r
detectron2_maskrcnn_r_101_fpn,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run
detectron2_maskrcnn_r_50_c4,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run
detectron2_maskrcnn_r_50_fpn,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run
dlrm,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run
dlrm,pass,pass,pass,pass,pass
doctr_det_predictor,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run
doctr_reco_predictor,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run
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/510
functorch_maml_omniglot,pass,pass,pass,fail_accuracy,pass
hf_Albert,pass,pass,pass,pass,pass
hf_Bart,pass,pass,pass,pass,pass
Expand All @@ -42,7 +46,8 @@ hf_DistilBert,pass,pass,pass,pass,pass
hf_GPT2,pass,pass,pass,pass,pass
hf_GPT2_large,pass_due_to_skip,pass_due_to_skip,pass_due_to_skip,pass_due_to_skip,pass_due_to_skip
hf_Longformer,pass,pass,pass,pass,pass
hf_Reformer,pass,pass,pass,pass,pass
# https://github.com/intel/torch-xpu-ops/issues/1262
hf_Reformer,eager_two_runs_differ,eager_two_runs_differ,eager_two_runs_differ,eager_two_runs_differ,eager_two_runs_differ
hf_T5,pass,pass,pass,pass,pass
hf_T5_base,pass,pass,pass,pass,pass
hf_T5_generate,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run
Expand All @@ -59,14 +64,16 @@ maml_omniglot,pass,pass,pass,pass,pass
microbench_unbacked_tolist_sum,pass,pass,pass,pass,pass
mnasnet1_0,pass,pass,pass,pass,pass
mobilenet_v2,pass,pass,pass,pass,pass
mobilenet_v2_quantized_qat,fail_accuracy,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run
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,model_fail_to_load,model_fail_to_load,model_fail_to_load,model_fail_to_load
moco,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run
moondream,pass,pass,pass,pass,pass
nanogpt,pass,pass,pass,pass,pass
nvidia_deeprecommender,pass,pass,pass,pass,pass
# https://github.com/intel/torch-xpu-ops/issues/1260
nvidia_deeprecommender,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run
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
# https://github.com/intel/torch-xpu-ops/issues/509
phlippe_resnet,pass,fail_accuracy,pass,fail_accuracy,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
Expand All @@ -77,7 +84,7 @@ pytorch_unet,pass_due_to_skip,pass_due_to_skip,pass_due_to_skip,pass_due_to_skip
resnet152,pass,pass,pass,pass,pass
resnet18,pass,pass,pass,pass,pass
resnet50,pass,pass,pass,pass,pass
resnet50_quantized_qat,eager_two_runs_differ,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run
resnet50_quantized_qat,pass,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run
resnext50_32x4d,pass,pass,pass,pass,pass
sam,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run
sam_fast,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run
Expand All @@ -86,22 +93,23 @@ simple_gpt,model_fail_to_load,model_fail_to_load,model_fail_to_load,model_fail_t
simple_gpt_tp_manual,model_fail_to_load,model_fail_to_load,model_fail_to_load,model_fail_to_load,model_fail_to_load
soft_actor_critic,pass,pass,pass,pass,pass
speech_transformer,pass,pass,pass,pass,pass
squeezenet1_1,pass,fail_accuracy,fail_accuracy,fail_accuracy,pass
squeezenet1_1,pass,pass,pass,pass,pass
stable_diffusion_text_encoder,pass,pass,pass,pass,pass
stable_diffusion_unet,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/1261
stable_diffusion_unet,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run
tacotron2,fail_to_run,fail_to_run,fail_to_run,fail_to_run,fail_to_run
timm_efficientdet,model_fail_to_load,model_fail_to_load,model_fail_to_load,model_fail_to_load,model_fail_to_load
timm_efficientnet,pass,pass,pass,pass,pass
timm_nfnet,pass,pass,pass,pass,pass
timm_regnet,pass,fail_accuracy,pass,pass,pass
timm_regnet,pass,pass,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
timm_vovnet,pass,pass,pass,pass,pass
torch_multimodal_clip,pass,pass,pass,eager_fail_to_run,eager_fail_to_run
tts_angular,pass,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run
torch_multimodal_clip,pass,pass,pass,pass,pass
tts_angular,pass,pass,pass,pass,pass
vgg16,pass,pass,pass,pass,pass
vision_maskrcnn,pass,pass,pass,eager_fail_to_run,eager_fail_to_run
# Skip yolov3 for known torchbench issue: https://github.com/intel/torch-xpu-ops/issues/1229
# https://github.com/intel/torch-xpu-ops/issues/1264
vision_maskrcnn,eager_fail_to_run,pass,pass,eager_fail_to_run,eager_fail_to_run
yolov3,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run,eager_fail_to_run
hf_Roberta_base,pass,pass,pass,pass,pass
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