[CI] Add FP32 dynamic, AMP static, AMP dynamic for AOT inductor accuracy CPU CI test (#132836)

This PR added 3 more accuracy test for AOT inductor CPU side.
1. FP32 dynamic shape accuracy test, torchbench suite
2. AMP static shape accuracy test, torchbench suite
3. AMP dynamic shape accuracy test, torchbench suite

**Test Time cost:**
| Precision 	| Shape Type 	| Suite      	| Time cost 	|
|-----------	|------------	|------------	|-----------	|
| FP32      	|    dynamic 	| Torchbench 	|  1h40m         	|
| AMP       	|     Static 	| Torchbench 	|  1h38m        	|
| AMP       	|    dynamic 	| Torchbench 	|  1h48m        	|

Pull Request resolved: https://github.com/pytorch/pytorch/pull/132836
Approved by: https://github.com/desertfire
This commit is contained in:
Weizhuo Zhang 2024-08-19 14:26:48 +00:00 committed by PyTorch MergeBot
parent 5fab35d77c
commit 5153550e4b
4 changed files with 1089 additions and 0 deletions

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@ -186,6 +186,12 @@ jobs:
{ config: "cpu_aot_inductor_timm_freezing", shard: 2, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}amz2023.linux.12xlarge" },
{ config: "cpu_aot_inductor_torchbench_freezing", shard: 1, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}amz2023.linux.12xlarge" },
{ config: "cpu_aot_inductor_torchbench_freezing", shard: 2, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}amz2023.linux.12xlarge" },
{ config: "cpu_aot_inductor_torchbench_amp_freezing", shard: 1, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}amz2023.linux.12xlarge" },
{ config: "cpu_aot_inductor_torchbench_amp_freezing", shard: 2, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}amz2023.linux.12xlarge" },
{ config: "dynamic_cpu_aot_inductor_torchbench_freezing", shard: 1, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}amz2023.linux.12xlarge" },
{ config: "dynamic_cpu_aot_inductor_torchbench_freezing", shard: 2, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}amz2023.linux.12xlarge" },
{ config: "dynamic_cpu_aot_inductor_torchbench_amp_freezing", shard: 1, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}amz2023.linux.12xlarge" },
{ config: "dynamic_cpu_aot_inductor_torchbench_amp_freezing", shard: 2, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}amz2023.linux.12xlarge" },
{ config: "inductor_torchbench_cpu_smoketest_perf", shard: 1, num_shards: 1, runner: "${{ needs.get-label-type.outputs.label-type }}amz2023.linux.24xl.spr-metal" },
{ config: "inductor_avx2", shard: 1, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}amz2023.linux.10xlarge.avx2" },
{ config: "inductor_avx2", shard: 2, num_shards: 2, runner: "${{ needs.get-label-type.outputs.label-type }}amz2023.linux.10xlarge.avx2" },

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@ -0,0 +1,361 @@
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36 hf_BigBird fail_to_run 0
37 hf_DistilBert pass 0
38 hf_GPT2 pass 0
39 hf_GPT2_large pass_due_to_skip 0
40 hf_T5 pass 0
41 hf_T5_base pass 0
42 hf_T5_large pass_due_to_skip 0
43 hf_Whisper pass 0
44 hf_distil_whisper pass 0
45 lennard_jones pass 0
46 llama fail_to_run 0
47 llama_v2_7b_16h model_fail_to_load 0
48 llava model_fail_to_load 0
49 maml pass_due_to_skip 0
50 maml_omniglot pass 0
51 mnasnet1_0 pass 0
52 mobilenet_v2 pass 0
53 mobilenet_v2_quantized_qat fail_to_run 0
54 mobilenet_v3_large pass 0
55 moco fail_to_run 0
56 moondream pass 0
57 nanogpt pass 0
58 nvidia_deeprecommender pass 0
59 phlippe_densenet pass 0
60 phlippe_resnet pass 0
61 pyhpc_equation_of_state pass 0
62 pyhpc_isoneutral_mixing pass 0
63 pyhpc_turbulent_kinetic_energy pass 0
64 pytorch_CycleGAN_and_pix2pix pass 0
65 pytorch_stargan pass 0
66 pytorch_unet pass 0
67 resnet152 pass 0
68 resnet18 pass 0
69 resnet50 pass 0
70 resnet50_quantized_qat fail_to_run 0
71 resnext50_32x4d pass 0
72 sam fail_to_run 0
73 sam_fast fail_to_run 0
74 shufflenet_v2_x1_0 pass 0
75 soft_actor_critic fail_to_run 0
76 squeezenet1_1 pass 0
77 stable_diffusion_text_encoder pass 0
78 stable_diffusion_unet pass_due_to_skip 0
79 timm_efficientdet model_fail_to_load 0
80 timm_efficientnet pass 0
81 timm_nfnet pass 0
82 timm_regnet pass 0
83 timm_resnest pass 0
84 timm_vision_transformer pass 0
85 timm_vision_transformer_large pass_due_to_skip 0
86 timm_vovnet pass 0
87 torch_multimodal_clip fail_to_run 0
88 tts_angular fail_to_run 0
89 vgg16 pass 0
90 vision_maskrcnn fail_to_run 0
91 yolov3 pass 0