diff --git a/graph_net/torch/backend/unstable_to_stable_backend.py b/graph_net/torch/backend/unstable_to_stable_backend.py index e2e629f91..aa001b74f 100644 --- a/graph_net/torch/backend/unstable_to_stable_backend.py +++ b/graph_net/torch/backend/unstable_to_stable_backend.py @@ -1,9 +1,18 @@ import os import torch +import sys from .graph_compiler_backend import GraphCompilerBackend class UnstableToStableBackend(GraphCompilerBackend): + def __init__(self): + unstable_api = os.getenv("DISALLOWED_UNSTABLE_API", "").strip() + if not unstable_api: + raise RuntimeError( + f"❌ Detected unstable API '{unstable_api}' '{count}' times in model graph.\n" + ) + self.unstable_api = unstable_api + def __call__(self, model): # Perform unstable API check before running the model self.model = model @@ -12,14 +21,14 @@ def __call__(self, model): return self.model """ - TODO: 实现将 self.model 中的不稳定（unstable）API 转换为稳定（stable）API 的逻辑。 - 该 API 负责遍历 self.model，并将其中调用的实验性或不稳定接口替换为对应的稳定版本。 - 注意：此逻辑属于模型编译安全机制的重要组成部分，请勿随意修改或删除。 - - api命名规范： - _to_ - - stable api链接： + TODO: Implement logic to convert unstable APIs in `self.model` into their stable counterparts. + This API is responsible for traversing `self.model` and replacing any calls to experimental or unstable interfaces with the corresponding stable versions. + Note: This logic is a critical component of the model compilation safety mechanism—do not modify or remove it without caution. + + **API naming convention:** + `_to_` + + **Stable API reference link:** """ def unstable_to_stable(self): @@ -35,9 +44,6 @@ def check_unstable_api(self): This logic is part of the GraphNet compiler safety mechanism. Do NOT modify, remove, or bypass this check under any circumstances. """ - unstable_api = os.getenv("DISALLOWED_UNSTABLE_API", "").strip() - if not unstable_api: - return # Skip check if no environment variable is set from torch.fx import symbolic_trace @@ -50,14 +56,12 @@ def check_unstable_api(self): graph_text = str(self.model) # Search for the unstable API substring - if unstable_api in graph_text: - count = graph_text.count(unstable_api) - raise RuntimeError( - f"❌ Detected unstable API '{unstable_api}' '{count}' times in model graph.\n" - f"Please replace it with a stable API before proceeding.\n" - ) + if self.unstable_api in graph_text: + count = graph_text.count(self.unstable_api) + print(f"unstable_api:{self.unstable_api} occurs {count} times") + sys.exit(-1) else: - print(f"✅ Model passed: no occurrence of '{unstable_api}' found.") + print(f"✅ Model passed: no occurrence of '{self.unstable_api}' found.") def synchronize(self): # Synchronize CUDA operations if available diff --git a/graph_net/torch/test_compiler.py b/graph_net/torch/test_compiler.py index 733697dd3..4490f01c4 100644 --- a/graph_net/torch/test_compiler.py +++ b/graph_net/torch/test_compiler.py @@ -27,6 +27,7 @@ from graph_net import test_compiler_util + registry_backend = { "tvm": TvmBackend(), "xla": XlaBackend(), diff --git a/plot.sh b/plot.sh new file mode 100644 index 000000000..afe7c1241 --- /dev/null +++ b/plot.sh @@ -0,0 +1,70 @@ +#!/bin/bash +# 批量运行 GraphNet benchmark for unstable_to_stable (_add_batch_dim) +# 从文件列表中读取模型路径执行编译测试，并将 log 转换为 JSON +if [ -z "$DISALLOWED_UNSTABLE_API" ]; then + echo "❌ 环境变量 DISALLOWED_UNSTABLE_API 未设置！" + echo "请使用： export DISALLOWED_UNSTABLE_API=" + exit 1 +fi + +# === 配置区 === +root_dir="/root/GraphNet/todo_works/unstable_api_to_stable_api/${DISALLOWED_UNSTABLE_API}" +file_list="${root_dir}/${DISALLOWED_UNSTABLE_API}_files.txt" +log_file="${root_dir}/log.log" +json_output_dir="${root_dir}/JSON_results" + +# 设置环境变量（benchmark 路径） +export GRAPH_NET_BENCHMARK_PATH="$root_dir" + +# === 检查输入文件 === +if [ ! -f "$file_list" ]; then + echo "❌ 文件不存在: $file_list" + exit 1 +fi + +# === 执行 benchmark === +echo "🚀 开始执行 benchmark..." +echo "日志将写入: $log_file" +# echo "--------------------------------------" > "$log_file" + +while IFS= read -r model_path; do + [ -z "$model_path" ] && continue + + echo "▶️ 运行模型: $model_path" + echo ">>> Running model: $model_path" + + python -m graph_net.torch.test_compiler \ + --model-path "/root/GraphNet/${model_path}/" \ + --compiler unstable_to_stable \ + >> "$log_file" 2>&1 + + echo "✅ 完成: $model_path" + echo "--------------------------------------" +done < "$file_list" + +echo "🎯 所有模型运行完成，日志保存在: $log_file" + +# === 转换 log 为 JSON === +echo "📦 正在将日志转换为 JSON..." +mkdir -p "$json_output_dir" + +python -m graph_net.log2json \ + --log-file "$log_file" \ + --output-dir "$json_output_dir" + +if [ $? -eq 0 ]; then + echo "✅ JSON 文件已生成: $json_output_dir" +else + echo "⚠️ log2json 执行失败，请检查 log.log" +fi + +echo "📦 正在将JSON转换为结果图" +python -m graph_net.S_analysis \ + --benchmark-path $GRAPH_NET_BENCHMARK_PATH/JSON_results/ \ + --output-dir $GRAPH_NET_BENCHMARK_PATH \ + +if [ $? -eq 0 ]; then + echo "✅ 结果图 文件已生成: $GRAPH_NET_BENCHMARK_PATH" +else + echo "❌结果图生成失败" +fi diff --git a/todo_works/unstable_api_to_stable_api/_add_batch_dim/_add_batch_dim_files.txt b/todo_works/unstable_api_to_stable_api/_add_batch_dim/_add_batch_dim_files.txt new file mode 100644 index 000000000..53863e445 --- /dev/null +++ b/todo_works/unstable_api_to_stable_api/_add_batch_dim/_add_batch_dim_files.txt @@ -0,0 +1,10 @@ +samples/transformers-auto-model/AceInstruct-1.5B +samples/transformers-auto-model/AlphaMaze-v0.2-1.5B +samples/transformers-auto-model/Biggie-SmoLlm-0.4B +samples/transformers-auto-model/EXAONE-4.0-1.2B +samples/transformers-auto-model/SmolLM3-3B +samples/transformers-auto-model/ZR1-1.5B +samples/transformers-auto-model/gemma-3-1b-pt +samples/transformers-auto-model/jhu-clsp_ettin-decoder-150m +samples/transformers-auto-model/jinaai_jina-reranker-m0 +samples/transformers-auto-model/openai_whisper-base diff --git a/todo_works/unstable_api_to_stable_api/_log_api_usage_once/_log_api_usage_once_files.txt b/todo_works/unstable_api_to_stable_api/_log_api_usage_once/_log_api_usage_once_files.txt new file mode 100644 index 000000000..6f27096e6 --- /dev/null +++ b/todo_works/unstable_api_to_stable_api/_log_api_usage_once/_log_api_usage_once_files.txt @@ -0,0 +1,64 @@ +samples/torchvision/convnext_base +samples/torchvision/convnext_large +samples/torchvision/convnext_small +samples/torchvision/convnext_tiny +samples/torchvision/efficientnet_b0 +samples/torchvision/efficientnet_b1 +samples/torchvision/efficientnet_b2 +samples/torchvision/efficientnet_b3 +samples/torchvision/efficientnet_b4 +samples/torchvision/efficientnet_b5 +samples/torchvision/efficientnet_b6 +samples/torchvision/efficientnet_b7 +samples/torchvision/efficientnet_v2_l +samples/torchvision/efficientnet_v2_m +samples/torchvision/efficientnet_v2_s +samples/torchvision/maxvit_t +samples/torchvision/swin_b +samples/torchvision/swin_v2_b +samples/torchvision/swin_v2_s +samples/torchvision/swin_v2_t +samples/transformers-auto-model/42dot_LLM-SFT-1.3B +samples/transformers-auto-model/AceInstruct-1.5B +samples/transformers-auto-model/AlphaMaze-v0.2-1.5B +samples/transformers-auto-model/Biggie-SmoLlm-0.4B +samples/transformers-auto-model/HuggingFaceTB/SmolLM3-3B +samples/transformers-auto-model/Intel_zoedepth-kitti +samples/transformers-auto-model/Intel_zoedepth-nyu +samples/transformers-auto-model/LFM2-350M +samples/transformers-auto-model/LLaMmlein_120M +samples/transformers-auto-model/NDugar_deberta-v2-xlarge-mnli +samples/transformers-auto-model/Qwen1.5-0.5B +samples/transformers-auto-model/Qwen2.5-0.5B +samples/transformers-auto-model/Qwen3-Embedding-0.6B +samples/transformers-auto-model/SmolLM3-3B +samples/transformers-auto-model/TinyLlama-1.1B-step-50K-105b +samples/transformers-auto-model/TinyLlama/TinyLlama-1.1B-Chat-v0.4 +samples/transformers-auto-model/Tucano-2b4 +samples/transformers-auto-model/ZR1-1.5B +samples/transformers-auto-model/baidu/ERNIE-4.5-0.3B-PT +samples/transformers-auto-model/deepseek-ai/deepseek-coder-1.3b-base +samples/transformers-auto-model/facebook_dpt-dinov2-giant-nyu +samples/transformers-auto-model/facebook_dpt-dinov2-small-kitti +samples/transformers-auto-model/gemma-3-1b-pt +samples/transformers-auto-model/google/gemma-1.1-2b-it +samples/transformers-auto-model/google/gemma-2b-it +samples/transformers-auto-model/google/gemma-3-1b-it +samples/transformers-auto-model/google/gemma-3-270m +samples/transformers-auto-model/hf-tiny-model-private_tiny-random-BlipModel +samples/transformers-auto-model/hf-tiny-model-private_tiny-random-CanineForSequenceClassification +samples/transformers-auto-model/hf-tiny-model-private_tiny-random-PerceiverForImageClassificationConvProcessing +samples/transformers-auto-model/hf-tiny-model-private_tiny-random-PerceiverForImageClassificationFourier +samples/transformers-auto-model/hf-tiny-model-private_tiny-random-PerceiverForImageClassificationLearned +samples/transformers-auto-model/microsoft/Phi-3-mini-4k-instruct +samples/transformers-auto-model/microsoft/Phi-3.5-mini-instruct +samples/transformers-auto-model/microsoft/Phi-4-mini-instruct +samples/transformers-auto-model/microsoft/phi-1 +samples/transformers-auto-model/microsoft/phi-1_5 +samples/transformers-auto-model/microsoft/phi-2 +samples/transformers-auto-model/mooncakex_img2 +samples/transformers-auto-model/nli-deberta-v3-base +samples/transformers-auto-model/nli-deberta-v3-small +samples/transformers-auto-model/nli-deberta-v3-xsmall +samples/transformers-auto-model/orca_mini_3b +samples/transformers-auto-model/sarvam-0.5 diff --git a/todo_works/unstable_api_to_stable_api/_remove_batch_dim/_remove_batch_dim_files.txt b/todo_works/unstable_api_to_stable_api/_remove_batch_dim/_remove_batch_dim_files.txt new file mode 100644 index 000000000..53863e445 --- /dev/null +++ b/todo_works/unstable_api_to_stable_api/_remove_batch_dim/_remove_batch_dim_files.txt @@ -0,0 +1,10 @@ +samples/transformers-auto-model/AceInstruct-1.5B +samples/transformers-auto-model/AlphaMaze-v0.2-1.5B +samples/transformers-auto-model/Biggie-SmoLlm-0.4B +samples/transformers-auto-model/EXAONE-4.0-1.2B +samples/transformers-auto-model/SmolLM3-3B +samples/transformers-auto-model/ZR1-1.5B +samples/transformers-auto-model/gemma-3-1b-pt +samples/transformers-auto-model/jhu-clsp_ettin-decoder-150m +samples/transformers-auto-model/jinaai_jina-reranker-m0 +samples/transformers-auto-model/openai_whisper-base diff --git a/todo_works/unstable_api_to_stable_api/_set_grad_enabled/_set_grad_enabled_files.txt b/todo_works/unstable_api_to_stable_api/_set_grad_enabled/_set_grad_enabled_files.txt new file mode 100644 index 000000000..de3c79a2e --- /dev/null +++ b/todo_works/unstable_api_to_stable_api/_set_grad_enabled/_set_grad_enabled_files.txt @@ -0,0 +1,13 @@ +samples/transformers-auto-model/EleutherAI_pythia-1b +samples/transformers-auto-model/HuggingFaceTB/SmolLM3-3B +samples/transformers-auto-model/TinyLlama/TinyLlama-1.1B-Chat-v0.4 +samples/transformers-auto-model/baidu/ERNIE-4.5-0.3B-PT +samples/transformers-auto-model/deepseek-ai/deepseek-coder-1.3b-base +samples/transformers-auto-model/google/gemma-1.1-2b-it +samples/transformers-auto-model/google/gemma-2b-it +samples/transformers-auto-model/google/gemma-3-1b-it +samples/transformers-auto-model/google/gemma-3-270m +samples/transformers-auto-model/microsoft/Phi-3-mini-4k-instruct +samples/transformers-auto-model/microsoft/phi-1 +samples/transformers-auto-model/microsoft/phi-1_5 +samples/transformers-auto-model/microsoft/phi-2 diff --git a/todo_works/unstable_api_to_stable_api/_vmap_decrement_nesting/_vmap_decrement_nesting_files.txt b/todo_works/unstable_api_to_stable_api/_vmap_decrement_nesting/_vmap_decrement_nesting_files.txt new file mode 100644 index 000000000..53863e445 --- /dev/null +++ b/todo_works/unstable_api_to_stable_api/_vmap_decrement_nesting/_vmap_decrement_nesting_files.txt @@ -0,0 +1,10 @@ +samples/transformers-auto-model/AceInstruct-1.5B +samples/transformers-auto-model/AlphaMaze-v0.2-1.5B +samples/transformers-auto-model/Biggie-SmoLlm-0.4B +samples/transformers-auto-model/EXAONE-4.0-1.2B +samples/transformers-auto-model/SmolLM3-3B +samples/transformers-auto-model/ZR1-1.5B +samples/transformers-auto-model/gemma-3-1b-pt +samples/transformers-auto-model/jhu-clsp_ettin-decoder-150m +samples/transformers-auto-model/jinaai_jina-reranker-m0 +samples/transformers-auto-model/openai_whisper-base diff --git a/todo_works/unstable_api_to_stable_api/_vmap_increment_nesting/_vmap_increment_nesting_files.txt b/todo_works/unstable_api_to_stable_api/_vmap_increment_nesting/_vmap_increment_nesting_files.txt new file mode 100644 index 000000000..53863e445 --- /dev/null +++ b/todo_works/unstable_api_to_stable_api/_vmap_increment_nesting/_vmap_increment_nesting_files.txt @@ -0,0 +1,10 @@ +samples/transformers-auto-model/AceInstruct-1.5B +samples/transformers-auto-model/AlphaMaze-v0.2-1.5B +samples/transformers-auto-model/Biggie-SmoLlm-0.4B +samples/transformers-auto-model/EXAONE-4.0-1.2B +samples/transformers-auto-model/SmolLM3-3B +samples/transformers-auto-model/ZR1-1.5B +samples/transformers-auto-model/gemma-3-1b-pt +samples/transformers-auto-model/jhu-clsp_ettin-decoder-150m +samples/transformers-auto-model/jinaai_jina-reranker-m0 +samples/transformers-auto-model/openai_whisper-base diff --git a/todo_works/unstable_api_to_stable_api/avg_pool2d/avg_pool2d_files.txt b/todo_works/unstable_api_to_stable_api/avg_pool2d/avg_pool2d_files.txt new file mode 100644 index 000000000..6f5f50b28 --- /dev/null +++ b/todo_works/unstable_api_to_stable_api/avg_pool2d/avg_pool2d_files.txt @@ -0,0 +1,150 @@ +samples/mmpose/pose_resnest_101 +samples/mmpose/pose_resnest_200 +samples/mmpose/pose_resnest_269 +samples/mmpose/pose_resnest_50 +samples/mmpose/pose_resnetv1d_101 +samples/mmpose/pose_resnetv1d_152 +samples/mmpose/pose_resnetv1d_50 +samples/mmpose/pose_scnet_101 +samples/mmpose/pose_scnet_50 +samples/mmpose/pose_shufflenetv1 +samples/mmseg/BiSeNetV2 +samples/mmseg/CGNet +samples/mmseg/DDRNet-slim +samples/mmseg/MobileNetV3 +samples/mmseg/MobileNetV3_s +samples/mmseg/PIDNet-l +samples/mmseg/PIDNet-s +samples/mmseg/PoolFormer_m36 +samples/mmseg/PoolFormer_m48 +samples/mmseg/PoolFormer_s12 +samples/mmseg/PoolFormer_s24 +samples/mmseg/ResNeSt_deeplabv3 +samples/mmseg/ResNeSt_deeplabv3plus +samples/mmseg/ResNeSt_fcn +samples/mmseg/ResNeSt_pspnet +samples/timm/botnet26t_256.c1_in1k +samples/timm/coatnet_0_224 +samples/timm/coatnet_0_rw_224 +samples/timm/coatnet_1_224 +samples/timm/coatnet_1_rw_224 +samples/timm/coatnet_2_224 +samples/timm/coatnet_2_rw_224 +samples/timm/coatnet_3_224 +samples/timm/coatnet_4_224 +samples/timm/coatnet_5_224 +samples/timm/coatnet_bn_0_rw_224 +samples/timm/coatnet_nano_cc_224 +samples/timm/coatnet_nano_rw_224 +samples/timm/coatnet_pico_rw_224 +samples/timm/coatnet_rmlp_0_rw_224 +samples/timm/coatnet_rmlp_1_rw2_224 +samples/timm/coatnet_rmlp_1_rw_224 +samples/timm/coatnet_rmlp_2_rw_224 +samples/timm/coatnet_rmlp_2_rw_384 +samples/timm/coatnet_rmlp_3_rw_224 +samples/timm/coatnet_rmlp_nano_rw_224 +samples/timm/coatnext_nano_rw_224 +samples/timm/darknetaa53.c2ns_in1k +samples/timm/densenet121.ra_in1k +samples/timm/densenet161.tv_in1k +samples/timm/densenet169.tv_in1k +samples/timm/densenet201.tv_in1k +samples/timm/densenet264d +samples/timm/densenetblur121d.ra_in1k +samples/timm/dla60_res2net +samples/timm/dla60_res2next +samples/timm/dm_nfnet_f0 +samples/timm/dm_nfnet_f2 +samples/timm/dm_nfnet_f3 +samples/timm/dm_nfnet_f4 +samples/timm/dm_nfnet_f5 +samples/timm/dm_nfnet_f6 +samples/timm/eca_botnext26ts_256 +samples/timm/eca_nfnet_l0 +samples/timm/eca_nfnet_l1 +samples/timm/eca_nfnet_l2 +samples/timm/eca_nfnet_l3 +samples/timm/ecaresnet101d.miil_in1k +samples/timm/ecaresnet269d.ra2_in1k +samples/timm/ecaresnet26t.ra2_in1k +samples/timm/ecaresnet50d.miil_in1k +samples/timm/ecaresnetlight.miil_in1k +samples/timm/inception_resnet_v2 +samples/timm/inception_v3.gluon_in1k +samples/timm/inception_v4 +samples/timm/mobilenetv4_conv_aa_large.e230_r384_in12k +samples/timm/nf_resnet50.ra2_in1k +samples/timm/poolformer_m36.sail_in1k +samples/timm/poolformer_m48.sail_in1k +samples/timm/poolformer_s12.sail_in1k +samples/timm/poolformer_s24.sail_in1k +samples/timm/poolformer_s36.sail_in1k +samples/timm/poolformerv2_m36.sail_in1k +samples/timm/poolformerv2_m48.sail_in1k +samples/timm/poolformerv2_s12.sail_in1k +samples/timm/poolformerv2_s24.sail_in1k +samples/timm/poolformerv2_s36.sail_in1k +samples/timm/regnetv_064.ra3_in1k +samples/timm/res2net101_26w_4s +samples/timm/res2net101d +samples/timm/res2net50_14w_8s.in1k +samples/timm/res2net50_26w_4s.in1k +samples/timm/res2net50_26w_6s.in1k +samples/timm/res2net50_26w_8s.in1k +samples/timm/res2net50_48w_2s.in1k +samples/timm/res2net50d.in1k +samples/timm/res2next50.in1k +samples/timm/resnest50d_1s4x24d.in1k +samples/timm/resnet101_clip_gap.openai +samples/timm/resnet101d.gluon_in1k +samples/timm/resnet10t.c3_in1k +samples/timm/resnet14t.c3_in1k +samples/timm/resnet152d.gluon_in1k +samples/timm/resnet18d.ra2_in1k +samples/timm/resnet200d.ra2_in1k +samples/timm/resnet26d.bt_in1k +samples/timm/resnet34d.ra2_in1k +samples/timm/resnet50_clip_gap.cc12m +samples/timm/resnet50d.a1_in1k +samples/timm/resnet50x16_clip_gap.openai +samples/timm/resnet50x4_clip_gap.openai +samples/timm/resnet50x64_clip_gap.openai +samples/timm/resnetaa101d.sw_in12k +samples/timm/resnetaa50.a1h_in1k +samples/timm/resnetaa50d.d_in12k +samples/timm/resnetblur50d +samples/timm/resnetrs101.tf_in1k +samples/timm/resnetrs152.tf_in1k +samples/timm/resnetrs200.tf_in1k +samples/timm/resnetrs270.tf_in1k +samples/timm/resnetrs350.tf_in1k +samples/timm/resnetrs420.tf_in1k +samples/timm/resnetrs50.tf_in1k +samples/timm/resnetv2_18d.ra4_e3600_r224_in1k +samples/timm/resnetv2_34d.ra4_e3600_r224_in1k +samples/timm/resnext50d_32x4d.bt_in1k +samples/timm/seresnet152d.ra2_in1k +samples/timm/seresnext101d_32x8d.ah_in1k +samples/timm/seresnext26d_32x4d.bt_in1k +samples/timm/seresnextaa101d_32x8d.ah_in1k +samples/timm/seresnextaa201d_32x8d.sw_in12k +samples/timm/test_byobnet.r160_in1k +samples/timm/test_resnet.r160_in1k +samples/torchvision/densenet121 +samples/torchvision/densenet161 +samples/torchvision/densenet169 +samples/torchvision/densenet201 +samples/torchvision/inception_v3 +samples/torchvision/maxvit_t +samples/transformers-auto-model/hf-tiny-model-private_tiny-random-EfficientFormerForImageClassificationWithTeacher +samples/transformers-auto-model/hf-tiny-model-private_tiny-random-EfficientFormerModel +samples/transformers-auto-model/hf-tiny-model-private_tiny-random-EfficientNetForImageClassification +samples/transformers-auto-model/hf-tiny-model-private_tiny-random-EfficientNetModel +samples/transformers-auto-model/hf-tiny-model-private_tiny-random-PoolFormerForImageClassification +samples/transformers-auto-model/hf-tiny-model-private_tiny-random-PoolFormerModel +samples/ultralytics/yolov9c-seg +samples/ultralytics/yolov9c +samples/ultralytics/yolov9e-seg +samples/ultralytics/yolov9m +samples/ultralytics/yolov9t diff --git a/todo_works/unstable_api_to_stable_api/fft_fftn/fft_fftn_files.txt b/todo_works/unstable_api_to_stable_api/fft_fftn/fft_fftn_files.txt new file mode 100644 index 000000000..4486e9adf --- /dev/null +++ b/todo_works/unstable_api_to_stable_api/fft_fftn/fft_fftn_files.txt @@ -0,0 +1,3 @@ +samples/transformers-auto-model/google/fnet-base +samples/transformers-auto-model/google_fnet-base +samples/transformers-auto-model/hf-tiny-model-private_tiny-random-FNetForSequenceClassification diff --git a/todo_works/unstable_api_to_stable_api/fft_irfft/fft_irfft_files.txt b/todo_works/unstable_api_to_stable_api/fft_irfft/fft_irfft_files.txt new file mode 100644 index 000000000..e0fb56bb3 --- /dev/null +++ b/todo_works/unstable_api_to_stable_api/fft_irfft/fft_irfft_files.txt @@ -0,0 +1 @@ +samples/transformers-auto-model/hf-tiny-model-private_tiny-random-MegaForSequenceClassification diff --git a/todo_works/unstable_api_to_stable_api/fft_rfft/fft_rfft_files.txt b/todo_works/unstable_api_to_stable_api/fft_rfft/fft_rfft_files.txt new file mode 100644 index 000000000..e0fb56bb3 --- /dev/null +++ b/todo_works/unstable_api_to_stable_api/fft_rfft/fft_rfft_files.txt @@ -0,0 +1 @@ +samples/transformers-auto-model/hf-tiny-model-private_tiny-random-MegaForSequenceClassification diff --git a/todo_works/unstable_api_to_stable_api/gelu/gelu_files.txt 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+samples/transformers-auto-model/yiyanghkust_finbert-tone +samples/transformers-auto-model/yujiepan_tiny-random-SwinModel +samples/transformers-auto-model/yujiepan_tiny-random-swin-patch4-window7-224 +samples/transformers-auto-model/yuvalkirstain_PickScore_v1 +samples/transformers-auto-model/zuppif_maskformer-swin-small-ade +samples/ultralytics/yolo11l-cls +samples/ultralytics/yolo11m-cls +samples/ultralytics/yolo11n-cls +samples/ultralytics/yolo11s-cls +samples/ultralytics/yolo11x-cls +samples/ultralytics/yolo12l-cls +samples/ultralytics/yolo12m-cls +samples/ultralytics/yolo12n-cls +samples/ultralytics/yolo12s-cls +samples/ultralytics/yolo12x-cls +samples/ultralytics/yolov8l-cls +samples/ultralytics/yolov8m-cls +samples/ultralytics/yolov8n-cls diff --git a/todo_works/unstable_api_to_stable_api/make_dir.sh b/todo_works/unstable_api_to_stable_api/make_dir.sh new file mode 100644 index 000000000..75772ad35 --- /dev/null +++ b/todo_works/unstable_api_to_stable_api/make_dir.sh @@ -0,0 +1,52 @@ +#!/bin/bash +# 文件名：collect_unstable_paths.sh +# 功能：统计 samples/ 目录下所有包含各类 torch._C.* 调用的文件路径（去掉根目录和 model.py） + +# 定义项目根目录 +root_dir="/root/GraphNet" + +# 定义不稳定 API 列表 +unstable_apis=( + "torch._C._nn.linear" + "torch._C._nn.scaled_dot_product_attention" + "torch._C._nn.gelu" + "torch._C._nn.pad" + "torch._C._nn.avg_pool2d" + "torch._C._log_api_usage_once" + "torch._C._functorch._add_batch_dim" + "torch._C._functorch._remove_batch_dim" + "torch._C._functorch._vmap_decrement_nesting" + "torch._C._functorch._vmap_increment_nesting" + "torch._C._linalg.linalg_norm" + "torch._C._fft.fft_fftn" + "torch._C._set_grad_enabled" + "torch._C._nn.softplus" + "torch._C._nn.one_hot" + "torch._C._special.special_logit" + "torch._C._fft.fft_rfft" + "torch._C._linalg.linalg_vector_norm" + "torch._C._fft.fft_irfft" +) + +# 遍历每个 API +for api in "${unstable_apis[@]}"; do + dir_name=$(echo "$api" | awk -F '.' '{print $NF}') + mkdir -p "$dir_name" + output_file="${dir_name}/${dir_name}_files.txt" + + echo "Searching for $api ..." + + # 查找并处理路径：去掉 root_dir 前缀和 /model.py 后缀 + find "$root_dir/samples/" -name "model.py" \ + | xargs grep "$api" 2>/dev/null \ + | tr ':' ' ' \ + | awk '{print $1}' \ + | sort | uniq \ + | sed "s|^${root_dir}/||" \ + | sed 's|/model.py$||' \ + > "$output_file" + + echo " → Results saved to $output_file" +done + +echo "✅ 所有不稳定 API 文件路径已收集完成（路径已去掉根目录与 model.py）！" diff --git a/todo_works/unstable_api_to_stable_api/one_hot/one_hot_files.txt b/todo_works/unstable_api_to_stable_api/one_hot/one_hot_files.txt new file mode 100644 index 000000000..6d1c6db18 --- /dev/null +++ b/todo_works/unstable_api_to_stable_api/one_hot/one_hot_files.txt @@ -0,0 +1,3 @@ +samples/transformers-auto-model/PeterBanning71_long-t5-tfg +samples/transformers-auto-model/kanak8278_xlnet-large-cased-ner-food-combined-weighted-v2 +samples/transformers-auto-model/xlnet-base-cased diff --git a/todo_works/unstable_api_to_stable_api/pad/pad_files.txt b/todo_works/unstable_api_to_stable_api/pad/pad_files.txt new file mode 100644 index 000000000..16ad9e388 --- /dev/null +++ b/todo_works/unstable_api_to_stable_api/pad/pad_files.txt @@ -0,0 +1,118 @@ +samples/mmpose/pose_hrformer_base +samples/mmpose/pose_hrformer_small +samples/mmpose/pose_swin_b +samples/mmpose/pose_swin_l +samples/mmpose/pose_swin_t +samples/mmseg/DMNet_R101 +samples/mmseg/DMNet_R50 +samples/mmseg/K-Net_swin-l +samples/mmseg/K-Net_swin-t +samples/mmseg/MobileNetV3 +samples/mmseg/MobileNetV3_s +samples/mmseg/Swin-b +samples/mmseg/Swin-s +samples/mmseg/Swin-t +samples/mmseg/Twins_svt-b_fpn +samples/mmseg/Twins_svt-b_uperhead +samples/mmseg/Twins_svt-l_fpn +samples/mmseg/Twins_svt-s_fpn +samples/mmseg/Twins_svt-s_uperhead +samples/nemo/parakeet-ctc-0.6b +samples/nemo/parakeet-ctc-1.1b +samples/nemo/parakeet-tdt-0.6b-v3 +samples/nemo/parakeet-tdt-1.1b +samples/nemo/stt_en_conformer_ctc_large +samples/nemo/stt_en_conformer_ctc_medium +samples/nemo/stt_en_conformer_ctc_small +samples/nemo/stt_en_fastconformer_hybrid_large_pc +samples/nemo/stt_en_fastconformer_hybrid_large_streaming_multi +samples/nemo/stt_en_fastconformer_hybrid_medium_streaming_80ms_pc +samples/nemo/stt_en_squeezeformer_ctc_large_ls +samples/nemo/stt_en_squeezeformer_ctc_medium_large_ls +samples/nemo/stt_en_squeezeformer_ctc_medium_ls +samples/nemo/stt_en_squeezeformer_ctc_small_ls +samples/nemo/stt_en_squeezeformer_ctc_small_medium_ls +samples/nemo/stt_en_squeezeformer_ctc_xsmall_ls +samples/timm/botnet26t_256.c1_in1k +samples/timm/coat_lite_medium.in1k +samples/timm/coat_lite_medium_384 +samples/timm/coat_lite_mini.in1k +samples/timm/coat_lite_small.in1k +samples/timm/coat_lite_tiny.in1k +samples/timm/coat_mini +samples/timm/coat_small +samples/timm/coat_tiny +samples/timm/davit_base +samples/timm/davit_base_fl +samples/timm/davit_giant +samples/timm/davit_huge +samples/timm/davit_huge_fl +samples/timm/davit_small +samples/timm/davit_tiny +samples/timm/densenetblur121d.ra_in1k +samples/timm/dm_nfnet_f0 +samples/timm/dm_nfnet_f2 +samples/timm/dm_nfnet_f3 +samples/timm/dm_nfnet_f4 +samples/timm/dm_nfnet_f5 +samples/timm/dm_nfnet_f6 +samples/timm/eca_botnext26ts_256 +samples/timm/eca_halonext26ts +samples/timm/hgnetv2_b0.ssld_stage1_in22k_in1k +samples/timm/hgnetv2_b1.ssld_stage1_in22k_in1k +samples/timm/hgnetv2_b2.ssld_stage1_in22k_in1k +samples/timm/hgnetv2_b3.ssld_stage1_in22k_in1k +samples/timm/hgnetv2_b4.ssld_stage1_in22k_in1k +samples/timm/hgnetv2_b5.ssld_stage1_in22k_in1k +samples/timm/hgnetv2_b6.ssld_stage1_in22k_in1k +samples/timm/mobilenetv4_conv_blur_medium.e500_r224_in1k +samples/timm/resnetblur50.bt_in1k +samples/timm/resnetblur50d +samples/timm/samvit_base_patch16.sa1b +samples/timm/samvit_huge_patch16.sa1b +samples/timm/samvit_large_patch16.sa1b +samples/timm/swinv2_cr_small_224.sw_in1k +samples/timm/swinv2_cr_small_ns_224.sw_in1k +samples/timm/swinv2_cr_tiny_ns_224.sw_in1k +samples/torchvision/swin_b +samples/torchvision/swin_v2_b +samples/torchvision/swin_v2_s +samples/torchvision/swin_v2_t +samples/transformers-auto-model/Intel_zoedepth-kitti +samples/transformers-auto-model/OttoYu_Tree-ConditionHK +samples/transformers-auto-model/PeterBanning71_long-t5-tfg +samples/transformers-auto-model/anton-l_sew-d-mid-400k-ft-keyword-spotting +samples/transformers-auto-model/anton-l_sew-mid-100k-ft-common-language +samples/transformers-auto-model/canary-1b-v2 +samples/transformers-auto-model/facebook_sam-vit-base +samples/transformers-auto-model/facebook_sam-vit-huge +samples/transformers-auto-model/facebook_sam-vit-large +samples/transformers-auto-model/fxmarty_sam-vit-tiny-random +samples/transformers-auto-model/gagan3012_swin_arocr_tiny +samples/transformers-auto-model/google_mobilebert-uncased +samples/transformers-auto-model/hf-tiny-model-private_tiny-random-BitModel +samples/transformers-auto-model/hf-tiny-model-private_tiny-random-CanineForSequenceClassification +samples/transformers-auto-model/hf-tiny-model-private_tiny-random-EfficientNetForImageClassification +samples/transformers-auto-model/hf-tiny-model-private_tiny-random-EfficientNetModel +samples/transformers-auto-model/hf-tiny-model-private_tiny-random-MobileBertForSequenceClassification +samples/transformers-auto-model/hf-tiny-model-private_tiny-random-MobileNetV1Model +samples/transformers-auto-model/hf-tiny-model-private_tiny-random-MobileNetV2Model +samples/transformers-auto-model/hf-tiny-model-private_tiny-random-SEWDForSequenceClassification +samples/transformers-auto-model/hf-tiny-model-private_tiny-random-SwinForImageClassification +samples/transformers-auto-model/hf-tiny-model-private_tiny-random-Swinv2ForImageClassification +samples/transformers-auto-model/hf-tiny-model-private_tiny-random-Swinv2Model +samples/transformers-auto-model/hossamamer12_BUS15100_MB2_20epoch_notweettokenizer_fp16 +samples/transformers-auto-model/ibombonato_swin-age-classifier +samples/transformers-auto-model/linkanjarad_mobilenet_v2_1.0_224-plant-disease-identification +samples/transformers-auto-model/microsoft_swin-base-patch4-window12-384-in22k +samples/transformers-auto-model/microsoft_swin-large-patch4-window12-384-in22k +samples/transformers-auto-model/microsoft_swin-large-patch4-window7-224-in22k +samples/transformers-auto-model/microsoft_swin-small-patch4-window7-224 +samples/transformers-auto-model/microsoft_swin-tiny-patch4-window7-224 +samples/transformers-auto-model/thuml_sundial-base-128m +samples/transformers-auto-model/vuiseng9_tiny-random-SwinModel +samples/transformers-auto-model/wanglab_medsam-vit-base +samples/transformers-auto-model/yujiepan_tiny-random-SwinModel +samples/transformers-auto-model/yujiepan_tiny-random-swin-patch4-window7-224 +samples/transformers-auto-model/zuppif_maskformer-swin-small-ade +samples/ultralytics/yolov3-tinyu diff --git a/todo_works/unstable_api_to_stable_api/scaled_dot_product_attention/scaled_dot_product_attention_files.txt b/todo_works/unstable_api_to_stable_api/scaled_dot_product_attention/scaled_dot_product_attention_files.txt new file mode 100644 index 000000000..f27f3611d --- /dev/null +++ b/todo_works/unstable_api_to_stable_api/scaled_dot_product_attention/scaled_dot_product_attention_files.txt @@ -0,0 +1,1223 @@ +samples/mmpose/ViTPose-B-simple +samples/mmpose/ViTPose-B +samples/mmpose/ViTPose-H-simple +samples/mmpose/ViTPose-H +samples/mmpose/ViTPose-L-simple +samples/mmpose/ViTPose-L +samples/mmpose/ViTPose-S-simple +samples/mmpose/ViTPose-S +samples/timm/aimv2_1b_patch14_224.apple_pt +samples/timm/aimv2_1b_patch14_336.apple_pt +samples/timm/aimv2_1b_patch14_448.apple_pt +samples/timm/aimv2_3b_patch14_224.apple_pt +samples/timm/aimv2_3b_patch14_336.apple_pt +samples/timm/aimv2_3b_patch14_448.apple_pt +samples/timm/aimv2_huge_patch14_224.apple_pt +samples/timm/aimv2_large_patch14_224.apple_pt +samples/timm/beit3_base_patch16_224.in22k_ft_in1k +samples/timm/beit3_large_patch16_224.in22k_ft_in1k +samples/timm/beitv2_base_patch16_224 +samples/timm/beitv2_large_patch16_224 +samples/timm/caformer_b36 +samples/timm/caformer_m36 +samples/timm/caformer_s18 +samples/timm/caformer_s36 +samples/timm/cait_m36_384 +samples/timm/cait_m48_448 +samples/timm/cait_s24_224.fb_dist_in1k +samples/timm/cait_s24_384 +samples/timm/cait_s36_384 +samples/timm/cait_xs24_384 +samples/timm/cait_xxs24_224.fb_dist_in1k +samples/timm/cait_xxs24_384 +samples/timm/cait_xxs36_224.fb_dist_in1k +samples/timm/cait_xxs36_384 +samples/timm/coatnet_0_224 +samples/timm/coatnet_0_rw_224 +samples/timm/coatnet_1_224 +samples/timm/coatnet_1_rw_224 +samples/timm/coatnet_2_224 +samples/timm/coatnet_2_rw_224 +samples/timm/coatnet_3_224 +samples/timm/coatnet_4_224 +samples/timm/coatnet_5_224 +samples/timm/coatnet_bn_0_rw_224 +samples/timm/coatnet_nano_cc_224 +samples/timm/coatnet_nano_rw_224 +samples/timm/coatnet_pico_rw_224 +samples/timm/coatnet_rmlp_0_rw_224 +samples/timm/coatnet_rmlp_1_rw2_224 +samples/timm/coatnet_rmlp_1_rw_224 +samples/timm/coatnet_rmlp_2_rw_224 +samples/timm/coatnet_rmlp_2_rw_384 +samples/timm/coatnet_rmlp_3_rw_224 +samples/timm/coatnet_rmlp_nano_rw_224 +samples/timm/coatnext_nano_rw_224 +samples/timm/crossvit_15_240.in1k +samples/timm/crossvit_15_dagger_240.in1k +samples/timm/crossvit_15_dagger_408.in1k +samples/timm/crossvit_18_240.in1k +samples/timm/crossvit_18_dagger_240.in1k +samples/timm/crossvit_18_dagger_408.in1k +samples/timm/crossvit_9_240.in1k +samples/timm/crossvit_9_dagger_240.in1k +samples/timm/crossvit_base_240.in1k +samples/timm/crossvit_small_240.in1k +samples/timm/crossvit_tiny_240.in1k +samples/timm/davit_base +samples/timm/davit_base_fl +samples/timm/davit_giant +samples/timm/davit_huge +samples/timm/davit_huge_fl +samples/timm/davit_small +samples/timm/davit_tiny +samples/timm/deit3_base_patch16_224.fb_in1k +samples/timm/deit3_base_patch16_384 +samples/timm/deit3_huge_patch14_224.fb_in1k +samples/timm/deit3_large_patch16_224.fb_in1k +samples/timm/deit3_large_patch16_384 +samples/timm/deit3_medium_patch16_224.fb_in1k +samples/timm/deit3_small_patch16_224.fb_in1k +samples/timm/deit3_small_patch16_384 +samples/timm/deit_base_distilled_patch16_224.fb_in1k +samples/timm/deit_base_distilled_patch16_384 +samples/timm/deit_base_patch16_224.fb_in1k +samples/timm/deit_small_distilled_patch16_224.fb_in1k +samples/timm/deit_small_patch16_224.fb_in1k +samples/timm/deit_tiny_distilled_patch16_224.fb_in1k +samples/timm/deit_tiny_patch16_224.fb_in1k +samples/timm/eva02_base_patch14_224.mim_in22k +samples/timm/eva02_base_patch16_clip_224.merged2b +samples/timm/eva02_enormous_patch14_clip_224.laion2b +samples/timm/eva02_large_patch14_224.mim_in22k +samples/timm/eva02_large_patch14_clip_224.merged2b +samples/timm/eva02_small_patch14_224.mim_in22k +samples/timm/eva02_tiny_patch14_224.mim_in22k +samples/timm/eva_giant_patch14_224.clip_ft_in1k +samples/timm/eva_giant_patch14_clip_224.laion400m +samples/timm/samvit_base_patch16.sa1b +samples/timm/samvit_huge_patch16.sa1b +samples/timm/samvit_large_patch16.sa1b +samples/timm/vit_base_patch16_224.dino +samples/timm/vit_base_patch16_224_miil.in21k +samples/timm/vit_base_patch16_clip_224.datacompxl +samples/timm/vit_base_patch16_clip_quickgelu_224.metaclip_2pt5b +samples/timm/vit_base_patch16_rope_224.naver_in1k +samples/timm/vit_base_patch16_rope_ape_224.naver_in1k +samples/timm/vit_base_patch16_rope_mixed_224.naver_in1k +samples/timm/vit_base_patch16_rope_mixed_ape_224.naver_in1k +samples/timm/vit_base_patch16_rpn_224.sw_in1k +samples/timm/vit_base_patch16_siglip_gap_224.v2_webli +samples/timm/vit_base_patch32_224.augreg_in1k +samples/timm/vit_base_patch32_224.orig_in21k 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+samples/torchaudio/wavlm_large +samples/transformers-auto-model/42dot_LLM-SFT-1.3B +samples/transformers-auto-model/AK_ak_nlp +samples/transformers-auto-model/ALINEAR_albert-japanese-v2 +samples/transformers-auto-model/ALINEAR_albert-japanese +samples/transformers-auto-model/AVSilva_bertimbau-large-fine-tuned-md +samples/transformers-auto-model/AceInstruct-1.5B +samples/transformers-auto-model/AethiQs-Max_AethiQs_GemBERT_bertje_50k +samples/transformers-auto-model/Aira-OPT-125M +samples/transformers-auto-model/AkshatSurolia_BEiT-FaceMask-Finetuned +samples/transformers-auto-model/AkshatSurolia_DeiT-FaceMask-Finetuned +samples/transformers-auto-model/Aleksandar_bert-srb-ner-setimes +samples/transformers-auto-model/Aleksandar_distilbert-srb-ner-setimes +samples/transformers-auto-model/AlphaMaze-v0.2-1.5B +samples/transformers-auto-model/Andrija_SRoBERTa-L-NER +samples/transformers-auto-model/Andrija_SRoBERTa-NER +samples/transformers-auto-model/Aniemore_unispeech-sat-emotion-russian-resd +samples/transformers-auto-model/Ar4ikov_W2VFSC2 +samples/transformers-auto-model/Biggie-SmoLlm-0.4B +samples/transformers-auto-model/CAMeL-Lab_text-editing-qalb14-nopnx +samples/transformers-auto-model/CLAck_en-vi +samples/transformers-auto-model/Culmenus_XLMR-ENIS-finetuned-ner +samples/transformers-auto-model/DAMO-NLP-SG_zero-shot-classify-SSTuning-ALBERT +samples/transformers-auto-model/DTAI-KULeuven_robbertje-1-gb-bort +samples/transformers-auto-model/DTAI-KULeuven_robbertje-1-gb-merged +samples/transformers-auto-model/DarshanDeshpande_marathi-distilbert +samples/transformers-auto-model/Data-Lab_ruRoberta-large_classification_v0.2 +samples/transformers-auto-model/DatologyAI_cls-opt-vit-b-32 +samples/transformers-auto-model/Davlan_afro-xlmr-large +samples/transformers-auto-model/DeepChem_ChemBERTa-10M-MLM +samples/transformers-auto-model/Dimmas_Finetuned_facebook_dino-vitb14_98x98_flowers +samples/transformers-auto-model/Dr-BERT_CAS-Biomedical-POS-Tagging +samples/transformers-auto-model/ELiRF_NASCA +samples/transformers-auto-model/ELiRF_mbart-large-cc25-dacsa-ca +samples/transformers-auto-model/EMBEDDIA_est-roberta +samples/transformers-auto-model/EMBEDDIA_finest-bert +samples/transformers-auto-model/EMBEDDIA_litlat-bert +samples/transformers-auto-model/EXAONE-4.0-1.2B +samples/transformers-auto-model/EleutherAI_pythia-1b +samples/transformers-auto-model/EleutherAI_pythia-70m +samples/transformers-auto-model/FacebookAI_roberta-large +samples/transformers-auto-model/Farid59_nllb-darija-fr_eng +samples/transformers-auto-model/Film8844_wangchanberta-ner +samples/transformers-auto-model/FinOPT-Lincoln +samples/transformers-auto-model/GePpeTto +samples/transformers-auto-model/Geotrend_distilbert-base-ar-cased +samples/transformers-auto-model/Geotrend_distilbert-base-bg-cased +samples/transformers-auto-model/Geotrend_distilbert-base-da-cased +samples/transformers-auto-model/Ghana-NLP_robako-base-akuapem-twi-cased +samples/transformers-auto-model/GroNLP_bert-base-dutch-cased-frisian +samples/transformers-auto-model/Hate-speech-CNERG_dehatebert-mono-arabic +samples/transformers-auto-model/Helsinki-NLP_opus-mt-NORTH_EU-NORTH_EU +samples/transformers-auto-model/Helsinki-NLP_opus-mt-aed-es +samples/transformers-auto-model/Helsinki-NLP_opus-mt-af-es +samples/transformers-auto-model/Helsinki-NLP_opus-mt-en-zh +samples/transformers-auto-model/Helsinki-NLP_opus-mt-zh-en +samples/transformers-auto-model/HooshvareLab_albert-fa-zwnj-base-v2 +samples/transformers-auto-model/HooshvareLab_roberta-fa-zwnj-base-ner +samples/transformers-auto-model/HueyNemud_berties +samples/transformers-auto-model/HuggingFaceTB/SmolLM3-3B +samples/transformers-auto-model/Intel_dpt-large +samples/transformers-auto-model/JackWong0911_vivit-b-16x2-kinetics400-finetuned-kinectic +samples/transformers-auto-model/Jean-Baptiste_roberta-large-ner-english 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