From f0888fe7841adfadc2ae6e6bb30f635de0a8bc0e Mon Sep 17 00:00:00 2001 From: Zhenglin Wan <121090525@link.cuhk.edu.cn> Date: Mon, 7 Apr 2025 20:58:25 +0800 Subject: [PATCH 01/20] update_requirements --- requirement_nips.txt | 130 +++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 130 insertions(+) create mode 100644 requirement_nips.txt diff --git a/requirement_nips.txt b/requirement_nips.txt new file mode 100644 index 0000000..b565075 --- /dev/null +++ b/requirement_nips.txt @@ -0,0 +1,130 @@ +about-time==4.2.1 +absl-py==2.2.2 +accelerate==1.6.0 +alive-progress==3.1.1 +attrs==25.3.0 +blinker==1.9.0 +brax==0.12.1 +certifi==2025.1.31 +charset-normalizer==3.4.1 +chex==0.1.89 +click==8.1.8 +clip @ git+https://github.com/openai/CLIP.git@dcba3cb2e2827b402d2701e7e1c7d9fed8a20ef1 +cloudpickle==3.1.1 +contourpy==1.3.1 +cycler==0.12.1 +decorator==5.2.1 +diffusers==0.32.2 +dm-env==1.6 +dm-tree==0.1.9 +dreamsim==0.2.1 +etils==1.12.2 +Farama-Notifications==0.0.4 +filelock==3.18.0 +Flask==3.1.0 +flask-cors==5.0.1 +flax==0.10.5 +fonttools==4.57.0 +fsspec==2025.3.2 +ftfy==6.3.1 +gast==0.6.0 +glfw==2.8.0 +grapheme==0.6.0 +grpcio==1.71.0 +gym==0.26.2 +gym-notices==0.0.8 +gymnasium==1.1.1 +huggingface-hub==0.30.1 +humanize==4.12.2 +idna==3.10 +importlib_metadata==8.6.1 +importlib_resources==6.5.2 +itsdangerous==2.2.0 +jax==0.5.3 +jax-cuda12-pjrt==0.5.3 +jax-cuda12-plugin==0.5.3 +jaxlib==0.5.3 +jaxopt==0.8.3 +Jinja2==3.1.6 +joblib==1.4.2 +jumanji==1.1.0 +kiwisolver==1.4.8 +llvmlite==0.44.0 +markdown-it-py==3.0.0 +MarkupSafe==3.0.2 +matplotlib==3.7.5 +mdurl==0.1.2 +ml_collections==1.0.0 +ml_dtypes==0.5.1 +mpmath==1.3.0 +msgpack==1.1.0 +mujoco==3.3.0 +mujoco-mjx==3.3.0 +nest-asyncio==1.6.0 +networkx==3.4.2 +numba==0.61.0 +numpy==1.26.4 +nvidia-cublas-cu12==12.4.5.8 +nvidia-cuda-cupti-cu12==12.4.127 +nvidia-cuda-nvcc-cu12==12.8.93 +nvidia-cuda-nvrtc-cu12==12.4.127 +nvidia-cuda-runtime-cu12==12.4.127 +nvidia-cudnn-cu12==9.1.0.70 +nvidia-cufft-cu12==11.2.1.3 +nvidia-curand-cu12==10.3.5.147 +nvidia-cusolver-cu12==11.6.1.9 +nvidia-cusparse-cu12==12.3.1.170 +nvidia-cusparselt-cu12==0.6.2 +nvidia-nccl-cu12==2.21.5 +nvidia-nvjitlink-cu12==12.4.127 +nvidia-nvtx-cu12==12.4.127 +open_clip_torch==2.32.0 +opt_einsum==3.4.0 +optax==0.2.4 +orbax-checkpoint==0.11.10 +packaging==24.2 +pandas==2.2.3 +peft==0.15.1 +pillow==11.1.0 +protobuf==6.30.2 +psutil==7.0.0 +Pygments==2.19.1 +PyOpenGL==3.1.9 +pyparsing==3.2.3 +python-dateutil==2.9.0.post0 +pytinyrenderer==0.0.14 +pytz==2025.2 +PyYAML==6.0.2 +qdax==0.4.1 +regex==2024.11.6 +requests==2.32.3 +rich==14.0.0 +safetensors==0.5.3 +scikit-learn==1.6.1 +scipy==1.15.2 +simplejson==3.20.1 +six==1.17.0 +sortedcontainers==2.4.0 +sympy==1.13.1 +tensorboardX==2.6.2.2 +tensorflow-probability==0.25.0 +tensorstore==0.1.73 +threadpoolctl==3.6.0 +timm==1.0.15 +tokenizers==0.21.1 +toml==0.10.2 +toolz==1.0.0 +torch==2.6.0 +torchvision==0.21.0 +tqdm==4.67.1 +transformers==4.51.0 +treescope==0.1.9 +trimesh==4.6.6 +triton==3.2.0 +typing_extensions==4.13.1 +tzdata==2025.2 +urllib3==2.3.0 +wcwidth==0.2.13 +Werkzeug==3.1.3 +wrapt==1.17.2 +zipp==3.21.0 From 57a78ceefaa92e03f49ea03c7580240f23ee8819 Mon Sep 17 00:00:00 2001 From: Zhenglin Wan <121090525@link.cuhk.edu.cn> Date: Tue, 8 Apr 2025 22:41:08 +0800 Subject: [PATCH 02/20] fix path issue --- lsi/collage.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/lsi/collage.py b/lsi/collage.py index 35dd9a1..7171e3b 100644 --- a/lsi/collage.py +++ b/lsi/collage.py @@ -30,7 +30,7 @@ def make_archive_collage(archive_filename, prompt, save_all=False): gen_output_dir = os.path.join("logs/vis", archive_filename.split("/")[1]) gen_output_dir = Path(gen_output_dir) if not gen_output_dir.is_dir(): - gen_output_dir.mkdir() + gen_output_dir.mkdir(parents=True, exist_ok=True) model_id = "stabilityai/stable-diffusion-2-1-base" From 3fb170697f5cea193e142e5d1dba6fbe4b816866 Mon Sep 17 00:00:00 2001 From: Johnny221B Date: Sun, 13 Apr 2025 21:43:42 +0800 Subject: [PATCH 03/20] Your commit message --- arm/generate_noise.py | 78 +++++++++++++ arm/main.py | 105 ++++++++++++------ arm/ribs/__init__.py | 0 arm/ribs/archives/__init__.py | 2 + arm/ribs/archives/_add_status.py | 0 arm/ribs/archives/_archive_base.py | 10 +- arm/ribs/archives/_cvt_archive.py | 0 arm/ribs/archives/_grid_archive.py | 9 +- .../archives/_sliding_boundaries_archive.py | 0 arm/ribs/emitters/__init__.py | 0 arm/ribs/emitters/_emitter_base.py | 0 arm/ribs/emitters/_gaussian_emitter.py | 0 arm/ribs/emitters/_gradient_emitter.py | 0 .../emitters/_gradient_improvement_emitter.py | 0 arm/ribs/emitters/_improvement_emitter.py | 0 arm/ribs/emitters/_iso_line_emitter.py | 0 arm/ribs/emitters/_optimizing_emitter.py | 0 .../emitters/_random_direction_emitter.py | 0 arm/ribs/emitters/opt/__init__.py | 0 arm/ribs/emitters/opt/_adam.py | 0 arm/ribs/emitters/opt/_cma_es.py | 0 arm/ribs/factory.py | 0 arm/ribs/optimizers/__init__.py | 0 arm/ribs/optimizers/_optimizer.py | 0 arm/ribs/visualize.py | 0 arm/run_arm.sh | 81 ++++++++++++++ arm/utils.py | 19 +++- 27 files changed, 257 insertions(+), 47 deletions(-) create mode 100755 arm/generate_noise.py mode change 100644 => 100755 arm/main.py mode change 100644 => 100755 arm/ribs/__init__.py mode change 100644 => 100755 arm/ribs/archives/__init__.py mode change 100644 => 100755 arm/ribs/archives/_add_status.py mode change 100644 => 100755 arm/ribs/archives/_archive_base.py mode change 100644 => 100755 arm/ribs/archives/_cvt_archive.py mode change 100644 => 100755 arm/ribs/archives/_grid_archive.py mode change 100644 => 100755 arm/ribs/archives/_sliding_boundaries_archive.py mode change 100644 => 100755 arm/ribs/emitters/__init__.py mode change 100644 => 100755 arm/ribs/emitters/_emitter_base.py mode change 100644 => 100755 arm/ribs/emitters/_gaussian_emitter.py mode change 100644 => 100755 arm/ribs/emitters/_gradient_emitter.py mode change 100644 => 100755 arm/ribs/emitters/_gradient_improvement_emitter.py mode change 100644 => 100755 arm/ribs/emitters/_improvement_emitter.py mode change 100644 => 100755 arm/ribs/emitters/_iso_line_emitter.py mode change 100644 => 100755 arm/ribs/emitters/_optimizing_emitter.py mode change 100644 => 100755 arm/ribs/emitters/_random_direction_emitter.py mode change 100644 => 100755 arm/ribs/emitters/opt/__init__.py mode change 100644 => 100755 arm/ribs/emitters/opt/_adam.py mode change 100644 => 100755 arm/ribs/emitters/opt/_cma_es.py mode change 100644 => 100755 arm/ribs/factory.py mode change 100644 => 100755 arm/ribs/optimizers/__init__.py mode change 100644 => 100755 arm/ribs/optimizers/_optimizer.py mode change 100644 => 100755 arm/ribs/visualize.py create mode 100755 arm/run_arm.sh mode change 100644 => 100755 arm/utils.py diff --git a/arm/generate_noise.py b/arm/generate_noise.py new file mode 100755 index 0000000..c0af89b --- /dev/null +++ b/arm/generate_noise.py @@ -0,0 +1,78 @@ +import torch + + +class NoiseGenerator: + def __init__(self): + pass + + def generate_noise(self, gt, gt_dis, noisy_method, parameter): + if noisy_method == 'stochastic': + return self.stochastic_labels(gt, gt_dis, parameter) + elif noisy_method == 'noisy_labels_exact': + return self.noisy_labels_exact(gt, parameter) + elif noisy_method == 'add_equal_noise': + return self.add_equal_noise(gt, gt_dis, parameter) + elif noisy_method == 'flip_by_distance': + return self.flip_by_distance(gt, gt_dis, parameter) + elif noisy_method == 'flip_labels_asymmetric': + return self.flip_labels_asymmetric(gt, parameter) + else: + raise ValueError(f"Unknown noisy_method: {noisy_method}") + + def noisy_labels_exact(self, gt, noise_rate): + n = len(gt) + n_flip = int(n * noise_rate) + flip_indices = torch.randperm(n)[:n_flip] + gt_noisy = gt.clone() + gt_noisy[flip_indices] = -gt_noisy[flip_indices] + return gt_noisy + + def stochastic_labels(self, gt, gt_dis, noise_ratio): + gt = gt.clone() + n = len(gt) + n_noise = int(n * noise_ratio) + + noise_indices = torch.randperm(n)[:n_noise] + + gt_dis_tensor = torch.tensor(gt_dis, dtype=torch.float32) + prob = torch.sigmoid(-gt_dis_tensor[noise_indices]) + sampled = torch.bernoulli(prob) + noisy_labels = sampled * 2 - 1 + + gt[noise_indices] = noisy_labels + return gt + + def add_equal_noise(self, gt, gt_dis, delta_equal): + gt_dis_tensor = torch.tensor(gt_dis, dtype=torch.float32) + equal_mask = torch.abs(gt_dis_tensor) < delta_equal + + gt_noisy = gt.clone() + gt_noisy[equal_mask] = 0 + return gt_noisy + + def flip_by_distance(self, gt, gt_dis, delta_threshold): + gt_dis_tensor = torch.tensor(gt_dis, dtype=torch.float32) + flip_mask = torch.abs(gt_dis_tensor) < delta_threshold + + gt_noisy = gt.clone() + gt_noisy[flip_mask] = -gt_noisy[flip_mask] + return gt_noisy + + def flip_labels_asymmetric(self, gt, flip_rate=0.1): + flip_rate_neg = flip_rate + flip_rate_pos = flip_rate + gt = gt.clone() + pos_indices = torch.where(gt == 1)[0] + neg_indices = torch.where(gt == -1)[0] + + n_pos_flip = int(len(pos_indices) * flip_rate_pos) + n_neg_flip = int(len(neg_indices) * flip_rate_neg) + + pos_flip_idx = pos_indices[torch.randperm(len(pos_indices))[ + :n_pos_flip]] + neg_flip_idx = neg_indices[torch.randperm(len(neg_indices))[ + :n_neg_flip]] + + gt[pos_flip_idx] = -1 + gt[neg_flip_idx] = 1 + return gt diff --git a/arm/main.py b/arm/main.py old mode 100644 new mode 100755 index 2ff31c0..8c6dd66 --- a/arm/main.py +++ b/arm/main.py @@ -6,7 +6,7 @@ import sys import time from pathlib import Path - +import argparse import matplotlib import numpy as np import torch @@ -22,10 +22,13 @@ sys.path.append(".") +# dis_embed是对比学习的latent projector +# 最终行为空间是二维的,可以画 heatmap def evaluate_grasp( joint_angles, method, metadata=None, device="cpu", return_features=False ): + # metadata传入模型用来产生measure,还有其他的附加信息 objs = -np.var(joint_angles, axis=1) # Remap the objective from [-1, 0] to [0, 100] objs = (objs + 1.0) * 100.0 @@ -64,7 +67,7 @@ def evaluate_grasp( # l_1 * sin(theta_1), l_2 * sin(theta_1 + theta_2), ... y_pos = link_lengths[None] * np.sin(cum_theta) - if method == "qd": + if method == "qd": # 相当于只保留一个二维向量乘以数量,表示“这个 grasp 抓到了哪里” measures = np.concatenate( ( np.sum(x_pos, axis=1, keepdims=True), @@ -72,7 +75,7 @@ def evaluate_grasp( ), axis=1, ) - elif method == "gthf": + elif method == "gthf": # 记录了所有关节的位置 measures = np.concatenate( ( np.cumsum(x_pos, axis=1), @@ -147,6 +150,8 @@ def create_optimizer( else: raise NotImplementedError(f"Unknown method: {method}") + # 得到measure更新archive_bounds + archive = GridArchive((50, 50), archive_bounds, seed) archive.initialize(solution_dim=len(sols[0])) # Add each solution to the archive. @@ -208,17 +213,19 @@ def save_heatmap(archive, heatmap_path): def run_experiment( method, trial_id, - dim=1000, - init_pop=1000, - itrs=10000, + dim=10, + init_pop=100, + itrs=10000, outdir="logs", log_freq=1, - log_arch_freq=1000, + log_arch_freq=1000, # log frequency seed=None, use_dis_embed=False, - n_pref_data=1000, + n_pref_data=1000, # number of preference data online_finetune=False, incre_bounds=False, + noisy_method=None, + parameter=None ): algorithm = "map_elites" device = "cpu" @@ -255,10 +262,10 @@ def run_experiment( "Maximum", "Average", "QD-Score (search)", - "Coverage (search)", + "Coverage (search)", # "search" 指的是 搜索过程中的所有被探索过的解 "Maximum (search)", "Average (search)", - "QD-Score (fit)", + "QD-Score (fit)", # "fit" 指的是 最终 archive 中保留下来的精英解 "Coverage (fit)", "Maximum (fit)", "Average (fit)", @@ -299,7 +306,7 @@ def run_experiment( inputs = np.random.uniform( low=-np.pi, high=np.pi, size=(n_pref_data * 3, dim) ) - _, gt_measures = evaluate_grasp(inputs, method="qd") + _, gt_measures = evaluate_grasp(inputs, method="qd") # gt_measure就是机械臂末端位置 dis_embed_data = inputs.reshape((n_pref_data, 3, dim)) dis_embed_gt_measures = gt_measures.reshape((n_pref_data, 3, 2)) dis_embed, dis_embed_acc = fit_dis_embed( @@ -307,6 +314,8 @@ def run_experiment( dis_embed_gt_measures, latent_dim=2, seed=seed, + noisy_method=noisy_method, + parameter=parameter ) else: dis_embed = None @@ -317,7 +326,7 @@ def run_experiment( # sols = np.concatenate((sols, np.array(outliers)), axis=0) # Update the dis embed. - if use_dis_embed: + if use_dis_embed: # 使用archive里新的sol训练 加噪声影响这个过程吗 additional_inputs = [ all_sols[np.random.choice(all_sols.shape[0], 3)] for _ in range(n_pref_data) @@ -341,7 +350,10 @@ def run_experiment( dis_embed_gt_measures, latent_dim=2, seed=seed, + noisy_method=noisy_method, + parameter=parameter ) + # model, acc metadata = {"dis_embed": dis_embed} _, all_features = evaluate_grasp( @@ -359,6 +371,7 @@ def run_experiment( ae = fit_ae(all_features, device=device) metadata["ae"] = ae + # 如果需要更新archive,包括optimizer在内都是重新初始化 archive, optimizer, metadata = create_optimizer( method, all_sols, @@ -369,13 +382,15 @@ def run_experiment( gt_bounds=gt_archive_bounds, seed=seed, ) + # Optimizer(archive,emitters,init_archive=False) archive_bounds = metadata["archive_bounds"] _objs, _gt_measures = evaluate_grasp(all_sols, method="qd") for i in range(len(all_sols)): gt_archive_all.add(all_sols[i], _objs[i], _gt_measures[i]) - sols = optimizer.ask() + # 对于普通的步骤,只需要更新solution和obj + sols = optimizer.ask() # 让emitters生成新的解 objs, measures, features = evaluate_grasp( sols, method, metadata, device, return_features=True ) @@ -402,7 +417,7 @@ def run_experiment( archive_bounds[1, 1] = np.max(measures[:, 1]) update_archive = True - if update_archive: + if update_archive: # 如果更新了bound, all_sols = archive.data()[0] all_sols = np.concatenate((all_sols, sols), axis=0) _, all_features = evaluate_grasp( @@ -412,6 +427,7 @@ def run_experiment( device=device, return_features=True, ) + # 只返回所有solution的关节坐标 archive, optimizer, metadata = create_optimizer( method, all_sols, @@ -510,7 +526,7 @@ def run_experiment( def arm_main( method, - trial_id=0, + trial_id=1, dim=10, init_pop=100, itrs=1000, @@ -521,6 +537,9 @@ def arm_main( n_pref_data=1000, online_finetune=False, incre_bounds=False, + noisy_method=None, + parameter=None, + seed=None ): """Experimental tool for the planar robotic arm experiments.""" @@ -539,49 +558,65 @@ def arm_main( outdir=outdir, log_freq=log_freq, log_arch_freq=log_arch_freq, - seed=trial_id, + seed=seed, use_dis_embed=use_dis_embed, n_pref_data=n_pref_data, online_finetune=online_finetune, incre_bounds=incre_bounds, + noisy_method=noisy_method, + parameter=parameter ) if __name__ == "__main__": - if len(sys.argv) > 1: - trial_id = int(sys.argv[1]) - else: - trial_id = 0 - + # if len(sys.argv) > 1: + # trial_id = int(sys.argv[1]) + # else: + # trial_id = 0 + + parser = argparse.ArgumentParser( + description="Run robot arm experiments") + parser.add_argument('--trial_id', type=int, default=0) + parser.add_argument('--noisy_method', type=str, choices=['stochastic', 'add_equal_noise', + 'flip_by_distance', 'flip_labels_asymmetric', 'noisy_labels_exact'], required=True) + parser.add_argument('--parameter', type=float, required=True) + parser.add_argument('--seed', type=int, required=True) + args = parser.parse_args() # QD-GT - arm_main(method="qd", trial_id=trial_id) + # arm_main(method="qd", trial_id=trial_id) # AURORA - for online_finetune in [False, True]: - arm_main( - method="pca", - trial_id=trial_id, - online_finetune=online_finetune, - ) - arm_main( - method="ae", - trial_id=trial_id, - online_finetune=online_finetune, - ) + # for online_finetune in [False, True]: + # arm_main( + # method="pca", + # trial_id=trial_id, + # online_finetune=online_finetune, + # ) + # arm_main( + # method="ae", + # trial_id=trial_id, + # online_finetune=online_finetune, + # ) # QDHF n_pref_data = 1000 arm_main( method="qdhf", - trial_id=trial_id, + trial_id=args.trial_id, use_dis_embed=True, n_pref_data=n_pref_data, online_finetune=False, + noisy_method=args.noisy_method, + parameter=args.parameter, + seed=args.seed ) arm_main( method="qdhf", - trial_id=trial_id, + trial_id=args.trial_id, use_dis_embed=True, n_pref_data=n_pref_data // 4, online_finetune=True, + noisy_method=args.noisy_method, + parameter=args.parameter, + seed=args.seed ) diff --git a/arm/ribs/__init__.py b/arm/ribs/__init__.py old mode 100644 new mode 100755 diff --git a/arm/ribs/archives/__init__.py b/arm/ribs/archives/__init__.py old mode 100644 new mode 100755 index a9cf205..bc2b66f --- a/arm/ribs/archives/__init__.py +++ b/arm/ribs/archives/__init__.py @@ -26,3 +26,5 @@ "ArchiveBase", "AddStatus", ] + +# 从外部调用 from ribs.archives import * 会只导入上述五个类。 \ No newline at end of file diff --git a/arm/ribs/archives/_add_status.py b/arm/ribs/archives/_add_status.py old mode 100644 new mode 100755 diff --git a/arm/ribs/archives/_archive_base.py b/arm/ribs/archives/_archive_base.py old mode 100644 new mode 100755 index a3be3a8..9834e3d --- a/arm/ribs/archives/_archive_base.py +++ b/arm/ribs/archives/_archive_base.py @@ -43,7 +43,8 @@ def __init__(self, seed=None, buf_size=10): self._rng = np.random.default_rng(seed) self._buf_size = buf_size - self._buffer = self._rng.random(buf_size) + self._buffer = self._rng.random(buf_size) + # 一次性生成 buf_size 个 [0, 1) 区间内的随机浮点数,存入 self._buffer self._buf_idx = 0 def get(self, max_val): @@ -55,6 +56,7 @@ def get(self, max_val): if self._buf_idx >= self._buf_size: self._buf_idx = 0 self._buffer = self._rng.random(self._buf_size) + # 刷新整个 buffer return val @@ -71,6 +73,8 @@ class ArchiveBase(ABC): # pylint: disable = too-many-instance-attributes common dimensions. Using the ``storage_dims`` and ``behavior_dim`` arguments in :meth:`__init__` and the ``solution_dim`` argument in ``initialize``, these arrays are as follows: + + 是否被占用 解本身 目标值 行为值 元数据 +------------------------+------------------------------------+ | Name | Shape | @@ -164,10 +168,10 @@ def __init__(self, storage_dims, behavior_dim, seed=None, dtype=np.float64): # docstring). self._rand_buf = None self._seed = seed - self._initialized = False + self._initialized = False # 是否初始化 self._bins = np.product(self._storage_dims) - self._dtype = self._parse_dtype(dtype) + self._dtype = self._parse_dtype(dtype) # 定义浮点数精度 @staticmethod def _parse_dtype(dtype): diff --git a/arm/ribs/archives/_cvt_archive.py b/arm/ribs/archives/_cvt_archive.py old mode 100644 new mode 100755 diff --git a/arm/ribs/archives/_grid_archive.py b/arm/ribs/archives/_grid_archive.py old mode 100644 new mode 100755 index 9af63eb..e786d71 --- a/arm/ribs/archives/_grid_archive.py +++ b/arm/ribs/archives/_grid_archive.py @@ -39,6 +39,8 @@ class GridArchive(ArchiveBase): def __init__(self, dims, ranges, seed=None, dtype=np.float64): self._dims = np.array(dims) + # dims = [20, 30, 40]三个维度 + # ranges [(-1, 1), (-2, 2)] if len(self._dims) != len(ranges): raise ValueError(f"dims (length {len(self._dims)}) and ranges " f"(length {len(ranges)}) must be the same length") @@ -51,10 +53,11 @@ def __init__(self, dims, ranges, seed=None, dtype=np.float64): dtype=dtype, ) - ranges = list(zip(*ranges)) + ranges = list(zip(*ranges)) + # self._boundaries 是一个包含两个 numpy.ndarray 的列表,每个 numpy.ndarray 有 51 个边界值 self._lower_bounds = np.array(ranges[0], dtype=self.dtype) self._upper_bounds = np.array(ranges[1], dtype=self.dtype) - self._interval_size = self._upper_bounds - self._lower_bounds + self._interval_size = self._upper_bounds - self._lower_bounds # bin的大小 self._boundaries = [] for dim, lower_bound, upper_bound in zip(self._dims, self._lower_bounds, @@ -115,7 +118,7 @@ def _get_index_numba(behavior_values, upper_bounds, lower_bounds, # the grid. behavior_values = np.minimum( np.maximum(behavior_values + _EPSILON, lower_bounds), - upper_bounds - _EPSILON) + upper_bounds - _EPSILON) # 防止超出范围 index = (behavior_values - lower_bounds) / interval_size * dims return index.astype(np.int32) diff --git a/arm/ribs/archives/_sliding_boundaries_archive.py b/arm/ribs/archives/_sliding_boundaries_archive.py old mode 100644 new mode 100755 diff --git a/arm/ribs/emitters/__init__.py b/arm/ribs/emitters/__init__.py old mode 100644 new mode 100755 diff --git a/arm/ribs/emitters/_emitter_base.py b/arm/ribs/emitters/_emitter_base.py old mode 100644 new mode 100755 diff --git a/arm/ribs/emitters/_gaussian_emitter.py b/arm/ribs/emitters/_gaussian_emitter.py old mode 100644 new mode 100755 diff --git a/arm/ribs/emitters/_gradient_emitter.py b/arm/ribs/emitters/_gradient_emitter.py old mode 100644 new mode 100755 diff --git a/arm/ribs/emitters/_gradient_improvement_emitter.py b/arm/ribs/emitters/_gradient_improvement_emitter.py old mode 100644 new mode 100755 diff --git a/arm/ribs/emitters/_improvement_emitter.py b/arm/ribs/emitters/_improvement_emitter.py old mode 100644 new mode 100755 diff --git a/arm/ribs/emitters/_iso_line_emitter.py b/arm/ribs/emitters/_iso_line_emitter.py old mode 100644 new mode 100755 diff --git a/arm/ribs/emitters/_optimizing_emitter.py b/arm/ribs/emitters/_optimizing_emitter.py old mode 100644 new mode 100755 diff --git a/arm/ribs/emitters/_random_direction_emitter.py b/arm/ribs/emitters/_random_direction_emitter.py old mode 100644 new mode 100755 diff --git a/arm/ribs/emitters/opt/__init__.py b/arm/ribs/emitters/opt/__init__.py old mode 100644 new mode 100755 diff --git a/arm/ribs/emitters/opt/_adam.py b/arm/ribs/emitters/opt/_adam.py old mode 100644 new mode 100755 diff --git a/arm/ribs/emitters/opt/_cma_es.py b/arm/ribs/emitters/opt/_cma_es.py old mode 100644 new mode 100755 diff --git a/arm/ribs/factory.py b/arm/ribs/factory.py old mode 100644 new mode 100755 diff --git a/arm/ribs/optimizers/__init__.py b/arm/ribs/optimizers/__init__.py old mode 100644 new mode 100755 diff --git a/arm/ribs/optimizers/_optimizer.py b/arm/ribs/optimizers/_optimizer.py old mode 100644 new mode 100755 diff --git a/arm/ribs/visualize.py b/arm/ribs/visualize.py old mode 100644 new mode 100755 diff --git a/arm/run_arm.sh b/arm/run_arm.sh new file mode 100755 index 0000000..447112d --- /dev/null +++ b/arm/run_arm.sh @@ -0,0 +1,81 @@ +#!/bin/bash + +export CUDA_VISIBLE_DEVICES=7 + +# python main.py --seed 2222 --trial_id 52 --noisy_method noisy_labels_exact --parameter 0.2 +# 设置噪声方法和对应的参数列表 +declare -A noisy_methods +# noisy_methods["stochastic"]='0.05 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9' +# noisy_methods["add_equal_noise"]='1 2 5 10' +# noisy_methods["flip_by_distance"]='1 2 5 10 15 20 25 30' +# noisy_methods["flip_labels_asymmetric"]='0.025 0.05 0.1 0.15 0.2 0.25 0.3 0.35 0.4 0.45' +noisy_methods["noisy_labels_exact"]='0.05 0.1 0.2' + +base_trial_id_stochastic=10 +base_trial_id_equal_noise=20 +base_trial_id_flip_by_distance=30 +base_trial_id_flip_labels_asymmetric=40 +base_trial_id_noisy_labels_exact=50 + +seeds=("1111" "2222" "3333" "4444") + +declare -A qd_scores +declare -A coverage_scores + +for method in "${!noisy_methods[@]}"; do + params=(${noisy_methods[$method]}) + + if [ "$method" == "stochastic" ]; then + trial_id=$base_trial_id_stochastic + elif [ "$method" == "add_equal_noise" ]; then + trial_id=$base_trial_id_equal_noise + elif [[ "$method" == "flip_by_distance" ]]; then + trial_id=$base_trial_id_flip_by_distance + elif [[ "$method" == "flip_labels_asymmetric" ]]; then + trial_id=$base_trial_id_flip_labels_asymmetric + elif [[ "$method" == "noisy_labels_exact" ]]; then + trial_id=$base_trial_id_noisy_labels_exact + else + trial_id=0 + fi + + # 遍历每个参数,计算并设置 trial_id + for param in "${params[@]}"; do + # 存储当前 method 和 param 的 qd score 和 coverage 的数组 + qd_scores[$method,$param]=() + coverage_scores[$method,$param]=() + + for seed in "${seeds[@]}"; do + # 执行 Python 脚本,传入 trial_id、noisy_method、parameter 和 seed + echo "Running experiment with method: $method, parameter: $param, trial_id: $trial_id, seed: $seed" + + # 捕获输出的 qd score 和 coverage + output=$(python main.py --seed $seed --trial_id $trial_id --noisy_method $method --parameter $param) + + # 提取 qd score 和 coverage,假设它们在输出中是以类似 "QD score: X" 和 "Coverage: Y" 的格式出现 + qd_score=$(echo "$output" | grep -oP 'QD score: \K[0-9.]+') + coverage=$(echo "$output" | grep -oP 'Coverage: \K[0-9.]+') + + # 将 qd score 和 coverage 添加到数组中 + qd_scores[$method,$param]+="$qd_score " + coverage_scores[$method,$param]+="$coverage " + + # 增加 trial_id,以便下一个实验使用新的 ID + ((trial_id++)) + done + + # 计算 qd score 和 coverage 的 mean 和 std + qd_values=(${qd_scores[$method,$param]}) + coverage_values=(${coverage_scores[$method,$param]}) + + qd_mean=$(echo "${qd_values[@]}" | awk '{for(i=1;i<=NF;i++)s+=$i} END {print s/NF}') + qd_std=$(echo "${qd_values[@]}" | awk '{for(i=1;i<=NF;i++)s+=$i; sumsq+=$i*$i} END {print sqrt(sumsq/NF - (s/NF)^2)}') + + coverage_mean=$(echo "${coverage_values[@]}" | awk '{for(i=1;i<=NF;i++)s+=$i} END {print s/NF}') + coverage_std=$(echo "${coverage_values[@]}" | awk '{for(i=1;i<=NF;i++)s+=$i; sumsq+=$i*$i} END {print sqrt(sumsq/NF - (s/NF)^2)}') + + # 打印结果 + echo "For method: $method, parameter: $param, Mean QD score: $qd_mean, QD score STD: $qd_std" + echo "For method: $method, parameter: $param, Mean Coverage: $coverage_mean, Coverage STD: $coverage_std" + done +done diff --git a/arm/utils.py b/arm/utils.py old mode 100644 new mode 100755 index f030597..b97f37a --- a/arm/utils.py +++ b/arm/utils.py @@ -3,7 +3,7 @@ from torch import nn import numpy as np import time - +from generate_noise import NoiseGenerator class DisEmbed(nn.Module): def __init__(self, input_dim, latent_dim): @@ -38,15 +38,17 @@ def triplet_delta_dis(self, ref, x1, x2): def fit_dis_embed( - inputs, gt_measures, latent_dim, batch_size=32, seed=None, device="cpu" + inputs, gt_measures, latent_dim, batch_size=32, seed=None, device="cpu", noisy_method=None, parameter=None ): + # 这个函数使用 triplet-based contrastive learning,训练一个模型在嵌入空间中表示“人类感知下的多样性” + # inputs是随机产生的角度 t = time.time() model = DisEmbed(input_dim=inputs.shape[-1], latent_dim=latent_dim) model.to(device) optimizer = torch.optim.Adam(model.parameters(), lr=1e-3) loss_fn = lambda y, delta_dis: torch.max( torch.tensor([0.0]), 0.05 - y * delta_dis - ).mean() + ).mean() # hinge triplet loss n_pref_data = inputs.shape[0] ref = inputs[:, 0] x1 = inputs[:, 1] @@ -99,9 +101,14 @@ def fit_dis_embed( ), -1, ) - gt = torch.tensor(gt_dis > 0, dtype=torch.float32) * 2 - 1 - - loss = loss_fn(gt, delta_dis) + # print("abs(gt_dis) percentiles:",np.percentile(np.abs(gt_dis), [0, 5, 10, 20, 30, 50, 60, 70, 90, 100])) + noise_gen = NoiseGenerator() + + gt = torch.tensor(gt_dis > 0, dtype=torch.float32) * 2 - 1 # 产生无噪声标签 + gt_noise = noise_gen.generate_noise( + gt, gt_dis, noisy_method=noisy_method, parameter=parameter) + + loss = loss_fn(gt_noise, delta_dis) loss.backward() optimizer.step() From 7f0fb5e3c54752610a1e6038993d7b19ca6ef0c2 Mon Sep 17 00:00:00 2001 From: Johnny221B Date: Tue, 15 Apr 2025 15:06:41 +0800 Subject: [PATCH 04/20] update --- arm/add_equal_noise_experiment_results.csv | 145 ++++++++++++ arm/experiment_results.csv | 13 ++ arm/flip_by_distance_experiment_results.csv | 145 ++++++++++++ ...p_labels_asymmetric_experiment_results.csv | 106 +++++++++ arm/main.py | 23 +- arm/noisy_labels_exact_experiment_results.csv | 209 ++++++++++++++++++ arm/run_arm.sh | 138 ++++++------ arm/run_experiment.py | 109 +++++++++ arm/stochastic_experiment_results.csv | 181 +++++++++++++++ 9 files changed, 994 insertions(+), 75 deletions(-) create mode 100755 arm/add_equal_noise_experiment_results.csv create mode 100755 arm/experiment_results.csv create mode 100755 arm/flip_by_distance_experiment_results.csv create mode 100755 arm/flip_labels_asymmetric_experiment_results.csv create mode 100755 arm/noisy_labels_exact_experiment_results.csv create mode 100755 arm/run_experiment.py create mode 100755 arm/stochastic_experiment_results.csv diff --git a/arm/add_equal_noise_experiment_results.csv b/arm/add_equal_noise_experiment_results.csv new file mode 100755 index 0000000..f6b544f --- /dev/null +++ b/arm/add_equal_noise_experiment_results.csv @@ -0,0 +1,145 @@ +Method,Parameter,Seed,Trial ID,QD Score,Coverage +add_equal_noise,1,1111,20,55.07742745002441,59.0 +add_equal_noise,1,2222,20,56.57290164227621,59.48 +add_equal_noise,1,3333,20,56.56666128772726,59.8 +add_equal_noise,1,4444,20,56.54325004091242,59.64 +add_equal_noise,1,Mean,Mean,56.19006010523508,59.47999999999999 +add_equal_noise,1,STD,STD,0.6424738611888093,0.2993325909419146 +add_equal_noise,2,1111,21,55.48716231429126,60.0 +add_equal_noise,2,2222,21,57.09505460116806,59.64 +add_equal_noise,2,3333,21,56.82645254739041,60.28 +add_equal_noise,2,4444,21,56.33237217629894,60.24 +add_equal_noise,2,Mean,Mean,56.43526040978717,60.040000000000006 +add_equal_noise,2,STD,STD,0.6119304802785712,0.25455844122715754 +add_equal_noise,5,1111,22,56.64219176119621,60.16 +add_equal_noise,5,2222,22,57.06821908273351,60.04 +add_equal_noise,5,3333,22,55.937436851007924,59.2 +add_equal_noise,5,4444,22,54.34178817503598,56.52 +add_equal_noise,5,Mean,Mean,55.997408967493406,58.98 +add_equal_noise,5,STD,STD,1.037672397378964,1.4676511847165845 +add_equal_noise,10,1111,23,53.79745284750662,57.92 +add_equal_noise,10,2222,23,53.71131393220068,56.52 +add_equal_noise,10,3333,23,53.676774479809424,56.96 +add_equal_noise,10,4444,23,52.7840409932593,55.72 +add_equal_noise,10,Mean,Mean,53.49239556319401,56.78 +add_equal_noise,10,STD,STD,0.4113231638992577,0.794229186066592 +add_equal_noise,15,1111,24,50.49872450219606,54.64 +add_equal_noise,15,2222,24,53.29462336478129,55.84 +add_equal_noise,15,3333,24,53.32802927217904,56.28 +add_equal_noise,15,4444,24,47.48327594111811,49.28 +add_equal_noise,15,Mean,Mean,51.15116327006862,54.01 +add_equal_noise,15,STD,STD,2.4089541596130783,2.7960507863771005 +add_equal_noise,20,1111,25,45.53416519098609,49.64 +add_equal_noise,20,2222,25,28.489432483517565,30.2 +add_equal_noise,20,3333,25,49.17360306575846,51.04 +add_equal_noise,20,4444,25,46.35068573902711,48.24 +add_equal_noise,20,Mean,Mean,42.386971619822305,44.78 +add_equal_noise,20,STD,STD,8.136581244927896,8.475777250494493 +add_equal_noise,25,1111,26,37.12576858993212,39.52 +add_equal_noise,25,2222,26,50.37583224967362,52.6 +add_equal_noise,25,3333,26,42.003112713586425,44.6 +add_equal_noise,25,4444,26,44.190063399492786,46.32 +add_equal_noise,25,Mean,Mean,43.42369423817124,45.76 +add_equal_noise,25,STD,STD,4.759240064367966,4.673927684506896 +add_equal_noise,30,1111,27,30.00208454676661,32.12 +add_equal_noise,30,2222,27,44.341151378508286,45.8 +add_equal_noise,30,3333,27,46.49386791802149,49.56 +add_equal_noise,30,4444,27,34.642714606263304,36.84 +add_equal_noise,30,Mean,Mean,38.869954612389925,41.08 +add_equal_noise,30,STD,STD,6.792766846351078,6.936281424509822 +add_equal_noise,1,1111,20,55.07742745002441,59.0 +add_equal_noise,1,2222,20,56.57290164227621,59.48 +add_equal_noise,1,3333,20,56.56666128772726,59.8 +add_equal_noise,1,4444,20,56.54325004091242,59.64 +add_equal_noise,1,5555,20,52.00542102299816,54.8 +add_equal_noise,1,6666,20,55.14858936855973,58.08 +add_equal_noise,1,7777,20,56.54905454202584,59.96 +add_equal_noise,1,8888,20,56.744315259150966,60.0 +add_equal_noise,1,9999,20,57.17281756400413,60.68 +add_equal_noise,1,42,20,56.06996948860461,60.24 +add_equal_noise,1,Mean,Mean,55.84504076662837,59.16799999999999 +add_equal_noise,1,STD,STD,1.4308348092393814,1.6051716419124786 +add_equal_noise,2,1111,21,55.48716231429126,60.0 +add_equal_noise,2,2222,21,57.09505460116806,59.64 +add_equal_noise,2,3333,21,56.82645254739041,60.28 +add_equal_noise,2,4444,21,56.33237217629894,60.24 +add_equal_noise,2,5555,21,52.4685592926412,56.48 +add_equal_noise,2,6666,21,57.13824192686301,59.64 +add_equal_noise,2,7777,21,55.717903129308205,59.76 +add_equal_noise,2,8888,21,56.45779890883622,59.96 +add_equal_noise,2,9999,21,57.66676683180243,61.04 +add_equal_noise,2,42,21,56.957595540934264,61.16 +add_equal_noise,2,Mean,Mean,56.21479072695339,59.81999999999999 +add_equal_noise,2,STD,STD,1.39804217085522,1.2226201372462344 +add_equal_noise,5,1111,22,56.64219176119621,60.16 +add_equal_noise,5,2222,22,57.06821908273351,60.04 +add_equal_noise,5,3333,22,55.937436851007924,59.2 +add_equal_noise,5,4444,22,54.34178817503598,56.52 +add_equal_noise,5,5555,22,55.66570100293452,58.4 +add_equal_noise,5,6666,22,56.64875918093341,59.48 +add_equal_noise,5,7777,22,56.50839200206606,60.48 +add_equal_noise,5,8888,22,56.83624011063557,60.2 +add_equal_noise,5,9999,22,57.37915775375486,60.76 +add_equal_noise,5,42,22,51.80180652333606,54.68 +add_equal_noise,5,Mean,Mean,55.8829692443634,58.992 +add_equal_noise,5,STD,STD,1.5870548104967461,1.8600473112262486 +add_equal_noise,10,1111,23,53.79745284750662,57.92 +add_equal_noise,10,2222,23,53.71131393220068,56.52 +add_equal_noise,10,3333,23,53.676774479809424,56.96 +add_equal_noise,10,4444,23,52.7840409932593,55.72 +add_equal_noise,10,5555,23,55.07404408879713,58.12 +add_equal_noise,10,6666,23,55.12385008394462,58.32 +add_equal_noise,10,7777,23,51.03210492766251,54.24 +add_equal_noise,10,8888,23,55.19025454599735,58.2 +add_equal_noise,10,9999,23,53.38318728512897,56.48 +add_equal_noise,10,42,23,52.536941538951304,55.0 +add_equal_noise,10,Mean,Mean,53.63099647232578,56.748000000000005 +add_equal_noise,10,STD,STD,1.2453302674209938,1.356707779884821 +add_equal_noise,15,1111,24,50.49872450219606,54.64 +add_equal_noise,15,2222,24,53.29462336478129,55.84 +add_equal_noise,15,3333,24,53.32802927217904,56.28 +add_equal_noise,15,4444,24,47.48327594111811,49.28 +add_equal_noise,15,5555,24,51.516754464972564,54.56 +add_equal_noise,15,6666,24,51.23632563568749,53.36 +add_equal_noise,15,7777,24,51.33291468483715,54.28 +add_equal_noise,15,8888,24,52.82236263348713,56.04 +add_equal_noise,15,9999,24,52.25085627853163,55.44 +add_equal_noise,15,42,24,48.161382580400435,53.36 +add_equal_noise,15,Mean,Mean,51.19252493581909,54.30800000000001 +add_equal_noise,15,STD,STD,1.9055208322943404,1.943444365038526 +add_equal_noise,20,1111,25,45.53416519098609,49.64 +add_equal_noise,20,2222,25,28.489432483517565,30.2 +add_equal_noise,20,3333,25,49.17360306575846,51.04 +add_equal_noise,20,4444,25,46.35068573902711,48.24 +add_equal_noise,20,5555,25,42.01244849420164,44.24 +add_equal_noise,20,6666,25,46.470214855924944,47.92 +add_equal_noise,20,7777,25,51.81859739646653,54.84 +add_equal_noise,20,8888,25,48.60683861809462,51.48 +add_equal_noise,20,9999,25,47.91247056384488,49.88 +add_equal_noise,20,42,25,48.11503759512705,51.4 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+add_equal_noise,30,5555,27,45.132592905291084,47.96 +add_equal_noise,30,6666,27,44.60409500908004,46.4 +add_equal_noise,30,7777,27,13.816031921095512,16.8 +add_equal_noise,30,8888,27,46.42361615533826,50.16 +add_equal_noise,30,9999,27,49.274956748544504,52.12 +add_equal_noise,30,42,27,28.86294854480888,31.84 +add_equal_noise,30,Mean,Mean,38.3594059733718,40.959999999999994 +add_equal_noise,30,STD,STD,10.710845979104253,10.710577948925073 diff --git a/arm/experiment_results.csv b/arm/experiment_results.csv new file mode 100755 index 0000000..6b273ca --- /dev/null +++ b/arm/experiment_results.csv @@ -0,0 +1,13 @@ +Method,Parameter,Seed,Trial ID,QD Score,Coverage +noisy_labels_exact,0.05,1111,50,47.14391077912932,48.96 +noisy_labels_exact,0.05,2222,50,54.47925967654608,56.84 +noisy_labels_exact,0.05,3333,50,56.92050144665241,60.32 +noisy_labels_exact,0.05,4444,50,55.22268561198829,58.6 +noisy_labels_exact,0.05,Mean,Mean,53.44158937857902,56.18 +noisy_labels_exact,0.05,STD,STD,3.742079914943731,4.346262762420146 +noisy_labels_exact,0.1,1111,51,39.119191395144156,41.68 +noisy_labels_exact,0.1,2222,51,55.470513375686714,58.12 +noisy_labels_exact,0.1,3333,51,55.333137034367105,58.2 +noisy_labels_exact,0.1,4444,51,55.3476947792251,58.16 +noisy_labels_exact,0.1,Mean,Mean,51.31763414610577,54.04 +noisy_labels_exact,0.1,STD,STD,7.042976352299965,7.1361053803878205 diff --git a/arm/flip_by_distance_experiment_results.csv b/arm/flip_by_distance_experiment_results.csv new file mode 100755 index 0000000..49b44d9 --- /dev/null +++ b/arm/flip_by_distance_experiment_results.csv @@ -0,0 +1,145 @@ +Method,Parameter,Seed,Trial ID,QD Score,Coverage +flip_by_distance,1,1111,30,55.63026345998803,59.2 +flip_by_distance,1,2222,30,56.86022327729334,59.48 +flip_by_distance,1,3333,30,57.41114813160815,60.84 +flip_by_distance,1,4444,30,54.474436080982954,57.04 +flip_by_distance,1,Mean,Mean,56.09401773746812,59.14 +flip_by_distance,1,STD,STD,1.135783449466782,1.3619104228986587 +flip_by_distance,2,1111,31,55.10577811338373,59.08 +flip_by_distance,2,2222,31,57.677416351540664,60.48 +flip_by_distance,2,3333,31,56.55025502203404,59.88 +flip_by_distance,2,4444,31,55.240273951271305,57.92 +flip_by_distance,2,Mean,Mean,56.14343085955744,59.34 +flip_by_distance,2,STD,STD,1.0501229703487842,0.9585405573057396 +flip_by_distance,5,1111,32,54.498746524948174,57.96 +flip_by_distance,5,2222,32,55.79859343769648,58.76 +flip_by_distance,5,3333,32,54.885943859032785,58.2 +flip_by_distance,5,4444,32,34.785139766976705,36.84 +flip_by_distance,5,Mean,Mean,49.99210589716353,52.940000000000005 +flip_by_distance,5,STD,STD,8.792419692383397,9.299870966846797 +flip_by_distance,10,1111,33,51.52651805594056,54.64 +flip_by_distance,10,2222,33,54.107929412271545,57.04 +flip_by_distance,10,3333,33,51.52478241241265,54.64 +flip_by_distance,10,4444,33,14.809500401011595,16.08 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+flip_by_distance,20,4444,35,3.301263671599265,3.64 +flip_by_distance,20,5555,35,21.335375339920358,24.68 +flip_by_distance,20,6666,35,44.06424593393088,45.76 +flip_by_distance,20,7777,35,28.994502573252667,30.6 +flip_by_distance,20,8888,35,48.40178809425468,51.84 +flip_by_distance,20,9999,35,46.09286321192388,49.28 +flip_by_distance,20,42,35,11.19510818240552,11.56 +flip_by_distance,20,Mean,Mean,31.16437077196531,33.01199999999999 +flip_by_distance,20,STD,STD,15.871968515153142,16.615443900179134 +flip_by_distance,25,1111,36,21.38522864865242,22.96 +flip_by_distance,25,2222,36,10.333956711029677,10.52 +flip_by_distance,25,3333,36,22.58156803789435,23.44 +flip_by_distance,25,4444,36,11.484825053024645,16.52 +flip_by_distance,25,5555,36,23.17718368982097,24.68 +flip_by_distance,25,6666,36,44.39502994768464,46.16 +flip_by_distance,25,7777,36,18.26110523248109,20.2 +flip_by_distance,25,8888,36,30.170760012552417,32.64 +flip_by_distance,25,9999,36,44.65178776267772,47.04 +flip_by_distance,25,42,36,14.177597835927658,15.6 +flip_by_distance,25,Mean,Mean,24.061904293174557,25.976 +flip_by_distance,25,STD,STD,11.674006971751844,11.755974821340848 +flip_by_distance,30,1111,37,12.07950829045575,16.92 +flip_by_distance,30,2222,37,24.042314544392582,24.92 +flip_by_distance,30,3333,37,40.93315155628096,42.76 +flip_by_distance,30,4444,37,13.3765958668018,14.56 +flip_by_distance,30,5555,37,18.10959546813012,19.72 +flip_by_distance,30,6666,37,21.616934349639713,23.84 +flip_by_distance,30,7777,37,13.02190509519197,13.36 +flip_by_distance,30,8888,37,16.31689740415373,17.32 +flip_by_distance,30,9999,37,45.678358389020325,47.96 +flip_by_distance,30,42,37,6.148405365962921,6.36 +flip_by_distance,30,Mean,Mean,21.132366633002988,22.772000000000002 +flip_by_distance,30,STD,STD,12.116147048253948,12.40310993259352 diff --git a/arm/flip_labels_asymmetric_experiment_results.csv b/arm/flip_labels_asymmetric_experiment_results.csv new file mode 100755 index 0000000..c7f1bdc --- /dev/null +++ b/arm/flip_labels_asymmetric_experiment_results.csv @@ -0,0 +1,106 @@ +Method,Parameter,Seed,Trial ID,QD Score,Coverage +flip_labels_asymmetric,0.05,1111,40,56.33069389898124,60.32 +flip_labels_asymmetric,0.05,2222,40,57.02080653951346,59.32 +flip_labels_asymmetric,0.05,3333,40,56.263934483139906,59.68 +flip_labels_asymmetric,0.05,4444,40,36.14628288281115,37.64 +flip_labels_asymmetric,0.05,Mean,Mean,51.44042945111144,54.239999999999995 +flip_labels_asymmetric,0.05,STD,STD,8.835049729140138,9.590703832357665 +flip_labels_asymmetric,0.1,1111,41,55.216837498072024,59.16 +flip_labels_asymmetric,0.1,2222,41,55.566177255383984,58.04 +flip_labels_asymmetric,0.1,3333,41,55.147523782555034,58.44 +flip_labels_asymmetric,0.1,4444,41,50.07683080961866,52.28 +flip_labels_asymmetric,0.1,Mean,Mean,54.00184233640742,56.98 +flip_labels_asymmetric,0.1,STD,STD,2.271654597593421,2.7430639802964842 +flip_labels_asymmetric,0.2,1111,42,54.736880444134364,58.12 +flip_labels_asymmetric,0.2,2222,42,53.981062984381396,56.72 +flip_labels_asymmetric,0.2,3333,42,54.36571747171957,57.96 +flip_labels_asymmetric,0.2,4444,42,25.322466557590573,27.96 +flip_labels_asymmetric,0.2,Mean,Mean,47.101531864456476,50.190000000000005 +flip_labels_asymmetric,0.2,STD,STD,12.576988655285323,12.845929316324296 +flip_labels_asymmetric,0.3,1111,43,52.79571028739267,56.0 +flip_labels_asymmetric,0.3,2222,43,51.46444862336733,53.92 +flip_labels_asymmetric,0.3,3333,43,52.12954742819262,54.72 +flip_labels_asymmetric,0.3,4444,43,36.92835102160247,38.6 +flip_labels_asymmetric,0.3,Mean,Mean,48.32951434013877,50.809999999999995 +flip_labels_asymmetric,0.3,STD,STD,6.59927071132998,7.088377811601184 +flip_labels_asymmetric,0.4,1111,44,13.950538355691611,17.6 +flip_labels_asymmetric,0.4,2222,44,24.567427829761193,25.68 +flip_labels_asymmetric,0.4,3333,44,44.02819661914681,45.8 +flip_labels_asymmetric,0.4,4444,44,20.844406020862536,21.96 +flip_labels_asymmetric,0.4,Mean,Mean,25.84764220636554,27.759999999999998 +flip_labels_asymmetric,0.4,STD,STD,11.16629929707927,10.80085181825952 +flip_labels_asymmetric,0.5,1111,45,18.211318602781525,20.68 +flip_labels_asymmetric,0.5,2222,45,13.698903696761647,14.04 +flip_labels_asymmetric,0.5,3333,45,9.81151894726984,11.04 +flip_labels_asymmetric,0.5,4444,45,20.862322143871673,22.48 +flip_labels_asymmetric,0.5,Mean,Mean,15.64601584767117,17.06 +flip_labels_asymmetric,0.5,STD,STD,4.231525416743057,4.686192484309624 +flip_labels_asymmetric,0.6,1111,46,15.933968873507421,17.88 +flip_labels_asymmetric,0.6,2222,46,23.980075304801193,25.12 +flip_labels_asymmetric,0.6,3333,46,24.548553862842677,27.56 +flip_labels_asymmetric,0.6,4444,46,14.857362799823887,15.4 +flip_labels_asymmetric,0.6,Mean,Mean,19.829990210243796,21.490000000000002 +flip_labels_asymmetric,0.6,STD,STD,4.455167080336586,5.003548740643984 +flip_labels_asymmetric,0.7,1111,47,11.864173888748322,12.32 +flip_labels_asymmetric,0.7,2222,47,21.568749796863717,22.32 +flip_labels_asymmetric,0.7,3333,47,11.638304587019658,12.08 +flip_labels_asymmetric,0.7,4444,47,14.569305919299737,16.56 +flip_labels_asymmetric,0.7,Mean,Mean,14.91013354798286,15.82 +flip_labels_asymmetric,0.7,STD,STD,4.013604016897272,4.154371191889333 +flip_labels_asymmetric,0.8,1111,48,10.794999045003411,12.6 +flip_labels_asymmetric,0.8,2222,48,18.790125936593487,20.2 +flip_labels_asymmetric,0.8,3333,48,5.077649350488585,5.32 +flip_labels_asymmetric,0.8,4444,48,9.0186924230328,9.4 +flip_labels_asymmetric,0.8,Mean,Mean,10.92036668877957,11.879999999999999 +flip_labels_asymmetric,0.8,STD,STD,4.992557925873977,5.4526323917902255 +flip_labels_asymmetric,0.9,1111,49,11.442536224349487,12.2 +flip_labels_asymmetric,0.9,2222,49,15.846959243655395,17.24 +flip_labels_asymmetric,0.9,3333,49,14.189262302287084,16.4 +flip_labels_asymmetric,0.9,4444,49,15.051433492043417,15.88 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+flip_labels_asymmetric,0.2,6666,42,53.80667716761987,56.32 +flip_labels_asymmetric,0.2,7777,42,50.06120048713678,52.48 +flip_labels_asymmetric,0.2,8888,42,53.045909934699125,55.4 +flip_labels_asymmetric,0.2,9999,42,22.509957506686707,23.32 +flip_labels_asymmetric,0.2,42,42,54.07324835955008,58.12 +flip_labels_asymmetric,0.2,Mean,Mean,47.56371819844931,50.28 +flip_labels_asymmetric,0.2,STD,STD,11.903703032917933,12.463553265421542 +flip_labels_asymmetric,0.3,1111,43,52.79571028739267,56.0 +flip_labels_asymmetric,0.3,2222,43,51.46444862336733,53.92 +flip_labels_asymmetric,0.3,3333,43,52.12954742819262,54.72 +flip_labels_asymmetric,0.3,4444,43,36.92835102160247,38.6 +flip_labels_asymmetric,0.3,5555,43,48.31938904306068,51.4 +flip_labels_asymmetric,0.3,6666,43,49.937596449396565,52.0 +flip_labels_asymmetric,0.3,7777,43,43.50988291038075,45.4 +flip_labels_asymmetric,0.3,8888,43,53.32928644167351,56.04 +flip_labels_asymmetric,0.3,9999,43,44.90018980074591,47.04 diff --git a/arm/main.py b/arm/main.py index 8c6dd66..c1c6c17 100755 --- a/arm/main.py +++ b/arm/main.py @@ -235,7 +235,8 @@ def run_experiment( torch.manual_seed(seed) # Create a directory for this specific trial. - s_logdir = os.path.join(outdir, f"{algorithm}_trial_{trial_id}") + num_parameter = 100* parameter + s_logdir = os.path.join(outdir, f"{noisy_method}_{num_parameter}_trial{trial_id}_{seed}") logdir = Path(s_logdir) if not logdir.is_dir(): logdir.mkdir() @@ -600,16 +601,16 @@ def arm_main( # QDHF n_pref_data = 1000 - arm_main( - method="qdhf", - trial_id=args.trial_id, - use_dis_embed=True, - n_pref_data=n_pref_data, - online_finetune=False, - noisy_method=args.noisy_method, - parameter=args.parameter, - seed=args.seed - ) + # arm_main( + # method="qdhf", + # trial_id=args.trial_id, + # use_dis_embed=True, + # n_pref_data=n_pref_data, + # online_finetune=False, + # noisy_method=args.noisy_method, + # parameter=args.parameter, + # seed=args.seed + # ) arm_main( method="qdhf", trial_id=args.trial_id, diff --git a/arm/noisy_labels_exact_experiment_results.csv b/arm/noisy_labels_exact_experiment_results.csv new file mode 100755 index 0000000..3e3a138 --- /dev/null +++ b/arm/noisy_labels_exact_experiment_results.csv @@ -0,0 +1,209 @@ +Method,Parameter,Seed,Trial ID,QD Score,Coverage +noisy_labels_exact,0.05,1111,50,47.14391077912932,48.96 +noisy_labels_exact,0.05,2222,50,54.47925967654608,56.84 +noisy_labels_exact,0.05,3333,50,56.92050144665241,60.32 +noisy_labels_exact,0.05,4444,50,55.22268561198829,58.6 +noisy_labels_exact,0.05,Mean,Mean,53.44158937857902,56.18 +noisy_labels_exact,0.05,STD,STD,3.742079914943731,4.346262762420146 +noisy_labels_exact,0.1,1111,51,39.119191395144156,41.68 +noisy_labels_exact,0.1,2222,51,55.470513375686714,58.12 +noisy_labels_exact,0.1,3333,51,55.333137034367105,58.2 +noisy_labels_exact,0.1,4444,51,55.3476947792251,58.16 +noisy_labels_exact,0.1,Mean,Mean,51.31763414610577,54.04 +noisy_labels_exact,0.1,STD,STD,7.042976352299965,7.1361053803878205 +noisy_labels_exact,0.2,1111,52,55.039433761699954,58.36 +noisy_labels_exact,0.2,2222,52,26.086905950476687,27.04 +noisy_labels_exact,0.2,3333,52,52.56127638660089,55.96 +noisy_labels_exact,0.2,4444,52,53.44808514587941,56.4 +noisy_labels_exact,0.2,Mean,Mean,46.78392531116424,49.440000000000005 +noisy_labels_exact,0.2,STD,STD,11.982370820762286,12.964165997085967 +noisy_labels_exact,0.3,1111,53,24.673958903038503,26.68 +noisy_labels_exact,0.3,2222,53,49.65003178510823,51.88 +noisy_labels_exact,0.3,3333,53,19.731044433452066,20.72 +noisy_labels_exact,0.3,4444,53,15.529537996116604,22.72 +noisy_labels_exact,0.3,Mean,Mean,27.396143279428852,30.5 +noisy_labels_exact,0.3,STD,STD,13.249678323178278,12.528703045407376 +noisy_labels_exact,0.4,1111,54,36.62954303929465,38.56 +noisy_labels_exact,0.4,2222,54,46.80646970992935,48.32 +noisy_labels_exact,0.4,3333,54,24.544982596382077,25.68 +noisy_labels_exact,0.4,4444,54,22.89049372148853,25.56 +noisy_labels_exact,0.4,Mean,Mean,32.717872266773654,34.53 +noisy_labels_exact,0.4,STD,STD,9.710345524035333,9.554951595900421 +noisy_labels_exact,0.5,1111,55,13.784750664280034,14.28 +noisy_labels_exact,0.5,2222,55,16.232147707302666,18.12 +noisy_labels_exact,0.5,3333,55,20.377381037741056,21.56 +noisy_labels_exact,0.5,4444,55,9.253972312682546,10.48 +noisy_labels_exact,0.5,Mean,Mean,14.912062930501577,16.11 +noisy_labels_exact,0.5,STD,STD,4.027938313091668,4.146938629881083 +noisy_labels_exact,0.6,1111,56,9.939810495749711,10.16 +noisy_labels_exact,0.6,2222,56,21.72427480398256,24.08 +noisy_labels_exact,0.6,3333,56,16.91877950463197,18.8 +noisy_labels_exact,0.6,4444,56,7.091004726680393,7.52 +noisy_labels_exact,0.6,Mean,Mean,13.91846738276116,15.139999999999997 +noisy_labels_exact,0.6,STD,STD,5.7527484577065655,6.636716055399688 +noisy_labels_exact,0.7,1111,57,11.114014791328792,14.92 +noisy_labels_exact,0.7,2222,57,9.864086650254475,10.2 +noisy_labels_exact,0.7,3333,57,17.328695432829893,19.2 +noisy_labels_exact,0.7,4444,57,8.234819422415944,8.52 +noisy_labels_exact,0.7,Mean,Mean,11.635404074207276,13.209999999999997 +noisy_labels_exact,0.7,STD,STD,3.441909160221441,4.179126703032584 +noisy_labels_exact,0.8,1111,58,12.973786264567172,14.2 +noisy_labels_exact,0.8,2222,58,9.398083942531242,9.88 +noisy_labels_exact,0.8,3333,58,18.630550405552437,20.0 +noisy_labels_exact,0.8,4444,58,9.22264513408173,10.04 +noisy_labels_exact,0.8,Mean,Mean,12.556266436683146,13.53 +noisy_labels_exact,0.8,STD,STD,3.8130826176685537,4.117414237115328 +noisy_labels_exact,0.9,1111,59,17.032571079247596,17.64 +noisy_labels_exact,0.9,2222,59,12.916072755526404,14.52 +noisy_labels_exact,0.9,3333,59,4.97318337253144,5.04 +noisy_labels_exact,0.9,4444,59,6.713422788697873,6.8 +noisy_labels_exact,0.9,Mean,Mean,10.408812499000828,10.999999999999998 +noisy_labels_exact,0.9,STD,STD,4.831213637246874,5.235494246009636 +noisy_labels_exact,0.05,1111,50,47.14391077912932,48.96 +noisy_labels_exact,0.05,2222,50,54.47925967654608,56.84 +noisy_labels_exact,0.05,3333,50,56.92050144665241,60.32 +noisy_labels_exact,0.05,4444,50,55.22268561198829,58.6 +noisy_labels_exact,0.05,5555,50,54.100935676455464,57.8 +noisy_labels_exact,0.05,6666,50,56.37807090502191,59.12 +noisy_labels_exact,0.05,7777,50,55.33108185837142,58.88 +noisy_labels_exact,0.05,8888,50,56.33184411763037,59.6 +noisy_labels_exact,0.05,9999,50,54.961952527350455,58.36 +noisy_labels_exact,0.05,42,50,54.70536553433145,57.96 +noisy_labels_exact,0.05,Mean,Mean,54.557560813347706,57.644000000000005 +noisy_labels_exact,0.05,STD,STD,2.61627169434979,3.0381283712180434 +noisy_labels_exact,0.1,1111,51,39.119191395144156,41.68 +noisy_labels_exact,0.1,2222,51,55.470513375686714,58.12 +noisy_labels_exact,0.1,3333,51,55.333137034367105,58.2 +noisy_labels_exact,0.1,4444,51,55.3476947792251,58.16 +noisy_labels_exact,0.1,5555,51,52.81063090360154,56.28 +noisy_labels_exact,0.1,6666,51,53.633155532300265,55.8 +noisy_labels_exact,0.1,7777,51,26.51058191392364,28.72 +noisy_labels_exact,0.1,8888,51,54.28026195788556,57.32 +noisy_labels_exact,0.1,9999,51,52.909121738500424,54.96 +noisy_labels_exact,0.1,42,51,50.18547167922745,54.8 +noisy_labels_exact,0.1,Mean,Mean,49.55997603098619,52.403999999999996 +noisy_labels_exact,0.1,STD,STD,8.96154423253651,9.156041939615612 +noisy_labels_exact,0.2,1111,52,55.039433761699954,58.36 +noisy_labels_exact,0.2,2222,52,26.086905950476687,27.04 +noisy_labels_exact,0.2,3333,52,52.56127638660089,55.96 +noisy_labels_exact,0.2,4444,52,53.44808514587941,56.4 +noisy_labels_exact,0.2,5555,52,52.14656347807894,56.0 +noisy_labels_exact,0.2,6666,52,24.62637325992776,25.64 +noisy_labels_exact,0.2,7777,52,52.717748872170716,55.28 +noisy_labels_exact,0.2,8888,52,23.281782244634222,24.28 +noisy_labels_exact,0.2,9999,52,53.992989108310326,57.08 +noisy_labels_exact,0.2,42,52,50.98029258278908,53.44 +noisy_labels_exact,0.2,Mean,Mean,44.48814507905681,46.94799999999999 +noisy_labels_exact,0.2,STD,STD,13.032493483975584,14.00411425260448 +noisy_labels_exact,0.3,1111,53,24.673958903038503,26.68 +noisy_labels_exact,0.3,2222,53,49.65003178510823,51.88 +noisy_labels_exact,0.3,3333,53,19.731044433452066,20.72 +noisy_labels_exact,0.3,4444,53,15.529537996116604,22.72 +noisy_labels_exact,0.3,5555,53,49.13054521275364,53.2 +noisy_labels_exact,0.3,6666,53,49.715146324807854,51.84 +noisy_labels_exact,0.3,7777,53,49.99126369428549,52.72 +noisy_labels_exact,0.3,8888,53,18.467990965791948,19.36 +noisy_labels_exact,0.3,9999,53,51.72463260106955,53.76 +noisy_labels_exact,0.3,42,53,19.012692435566077,24.08 +noisy_labels_exact,0.3,Mean,Mean,34.762684435199,37.696 +noisy_labels_exact,0.3,STD,STD,15.43530936533252,15.102341010585082 +noisy_labels_exact,0.4,1111,54,36.62954303929465,38.56 +noisy_labels_exact,0.4,2222,54,46.80646970992935,48.32 +noisy_labels_exact,0.4,3333,54,24.544982596382077,25.68 +noisy_labels_exact,0.4,4444,54,22.89049372148853,25.56 +noisy_labels_exact,0.4,5555,54,44.615629685359565,46.28 +noisy_labels_exact,0.4,6666,54,18.111040947843424,19.52 +noisy_labels_exact,0.4,7777,54,18.627610539736107,19.88 +noisy_labels_exact,0.4,8888,54,47.60965423449342,49.76 +noisy_labels_exact,0.4,9999,54,10.900460495031941,12.48 +noisy_labels_exact,0.4,42,54,31.336308128809954,34.72 +noisy_labels_exact,0.4,Mean,Mean,30.207219309836905,32.076 +noisy_labels_exact,0.4,STD,STD,12.519003284805148,12.653631257469138 +noisy_labels_exact,0.5,1111,55,13.784750664280034,14.28 +noisy_labels_exact,0.5,2222,55,16.232147707302666,18.12 +noisy_labels_exact,0.5,3333,55,20.377381037741056,21.56 +noisy_labels_exact,0.5,4444,55,9.253972312682546,10.48 +noisy_labels_exact,0.5,5555,55,13.984971236654289,14.48 +noisy_labels_exact,0.5,6666,55,14.928514923740678,16.8 +noisy_labels_exact,0.5,7777,55,20.65338043611025,22.32 +noisy_labels_exact,0.5,8888,55,15.597691509707216,17.32 +noisy_labels_exact,0.5,9999,55,15.578438761542206,17.08 +noisy_labels_exact,0.5,42,55,10.272985067158645,11.24 +noisy_labels_exact,0.5,Mean,Mean,15.06642336569196,16.368000000000002 +noisy_labels_exact,0.5,STD,STD,3.4773058518461273,3.687028071496066 +noisy_labels_exact,0.6,1111,56,9.939810495749711,10.16 +noisy_labels_exact,0.6,2222,56,21.72427480398256,24.08 +noisy_labels_exact,0.6,3333,56,16.91877950463197,18.8 +noisy_labels_exact,0.6,4444,56,7.091004726680393,7.52 +noisy_labels_exact,0.6,5555,56,22.305765468730502,23.4 +noisy_labels_exact,0.6,6666,56,10.251683768281382,11.16 +noisy_labels_exact,0.6,7777,56,10.23377264951947,10.72 +noisy_labels_exact,0.6,8888,56,4.8528306069461165,4.92 +noisy_labels_exact,0.6,9999,56,17.97561198521022,19.2 +noisy_labels_exact,0.6,42,56,4.804415249924532,4.88 +noisy_labels_exact,0.6,Mean,Mean,12.609794925965684,13.483999999999998 +noisy_labels_exact,0.6,STD,STD,6.279581264468094,6.917836656065247 +noisy_labels_exact,0.7,1111,57,11.114014791328792,14.92 +noisy_labels_exact,0.7,2222,57,9.864086650254475,10.2 +noisy_labels_exact,0.7,3333,57,17.328695432829893,19.2 +noisy_labels_exact,0.7,4444,57,8.234819422415944,8.52 +noisy_labels_exact,0.7,5555,57,13.693819333163015,14.36 +noisy_labels_exact,0.7,6666,57,6.027115513242175,6.88 +noisy_labels_exact,0.7,7777,57,13.94304228882523,15.16 +noisy_labels_exact,0.7,8888,57,11.420949432932144,12.2 +noisy_labels_exact,0.7,9999,57,12.068418953354193,17.76 +noisy_labels_exact,0.7,42,57,6.970795288689169,7.76 +noisy_labels_exact,0.7,Mean,Mean,11.066575710703503,12.696000000000002 +noisy_labels_exact,0.7,STD,STD,3.273507804927002,4.047683782115397 +noisy_labels_exact,0.8,1111,58,12.973786264567172,14.2 +noisy_labels_exact,0.8,2222,58,9.398083942531242,9.88 +noisy_labels_exact,0.8,3333,58,18.630550405552437,20.0 +noisy_labels_exact,0.8,4444,58,9.22264513408173,10.04 +noisy_labels_exact,0.8,5555,58,8.367176128525363,8.68 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+noisy_labels_exact,0.9,Mean,Mean,11.575254089389173,12.431999999999999 +noisy_labels_exact,0.9,STD,STD,4.616398643959951,5.020909877701452 +noisy_labels_exact,0.05,1111,50,22.89547283911705,31.08 +noisy_labels_exact,0.05,1111,50,47.14391077912932,48.96 +noisy_labels_exact,0.05,2222,50,54.47925967654608,56.84 +noisy_labels_exact,0.05,3333,50,56.92050144665241,60.32 +noisy_labels_exact,0.05,4444,50,55.22268561198829,58.6 +noisy_labels_exact,0.05,5555,50,54.100935676455464,57.8 +noisy_labels_exact,0.05,6666,50,56.37807090502191,59.12 +noisy_labels_exact,0.05,7777,50,55.33108185837142,58.88 +noisy_labels_exact,0.05,8888,50,56.33184411763037,59.6 +noisy_labels_exact,0.05,9999,50,54.961952527350455,58.36 +noisy_labels_exact,0.05,42,50,54.70536553433145,57.96 +noisy_labels_exact,0.05,Mean,Mean,54.557560813347706,57.644000000000005 +noisy_labels_exact,0.05,STD,STD,2.61627169434979,3.0381283712180434 +noisy_labels_exact,0.1,1111,51,39.119191395144156,41.68 +noisy_labels_exact,0.1,2222,51,55.470513375686714,58.12 +noisy_labels_exact,0.1,3333,51,55.333137034367105,58.2 +noisy_labels_exact,0.1,4444,51,55.3476947792251,58.16 +noisy_labels_exact,0.1,5555,51,52.81063090360154,56.28 +noisy_labels_exact,0.1,6666,51,53.633155532300265,55.8 +noisy_labels_exact,0.1,7777,51,26.51058191392364,28.72 +noisy_labels_exact,0.1,8888,51,54.28026195788556,57.32 +noisy_labels_exact,0.1,9999,51,52.909121738500424,54.96 +noisy_labels_exact,0.1,42,51,50.18547167922745,54.8 +noisy_labels_exact,0.1,Mean,Mean,49.55997603098619,52.403999999999996 +noisy_labels_exact,0.1,STD,STD,8.96154423253651,9.156041939615612 +noisy_labels_exact,0.2,1111,52,55.039433761699954,58.36 +noisy_labels_exact,0.2,2222,52,26.086905950476687,27.04 +noisy_labels_exact,0.2,3333,52,52.56127638660089,55.96 diff --git a/arm/run_arm.sh b/arm/run_arm.sh index 447112d..bd92365 100755 --- a/arm/run_arm.sh +++ b/arm/run_arm.sh @@ -1,81 +1,91 @@ #!/bin/bash -export CUDA_VISIBLE_DEVICES=7 +export CUDA_VISIBLE_DEVICES=0 +python run_experiment.py # python main.py --seed 2222 --trial_id 52 --noisy_method noisy_labels_exact --parameter 0.2 # 设置噪声方法和对应的参数列表 -declare -A noisy_methods +# declare -A noisy_methods # noisy_methods["stochastic"]='0.05 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9' # noisy_methods["add_equal_noise"]='1 2 5 10' # noisy_methods["flip_by_distance"]='1 2 5 10 15 20 25 30' # noisy_methods["flip_labels_asymmetric"]='0.025 0.05 0.1 0.15 0.2 0.25 0.3 0.35 0.4 0.45' -noisy_methods["noisy_labels_exact"]='0.05 0.1 0.2' - -base_trial_id_stochastic=10 -base_trial_id_equal_noise=20 -base_trial_id_flip_by_distance=30 -base_trial_id_flip_labels_asymmetric=40 -base_trial_id_noisy_labels_exact=50 - -seeds=("1111" "2222" "3333" "4444") - -declare -A qd_scores -declare -A coverage_scores - -for method in "${!noisy_methods[@]}"; do - params=(${noisy_methods[$method]}) - - if [ "$method" == "stochastic" ]; then - trial_id=$base_trial_id_stochastic - elif [ "$method" == "add_equal_noise" ]; then - trial_id=$base_trial_id_equal_noise - elif [[ "$method" == "flip_by_distance" ]]; then - trial_id=$base_trial_id_flip_by_distance - elif [[ "$method" == "flip_labels_asymmetric" ]]; then - trial_id=$base_trial_id_flip_labels_asymmetric - elif [[ "$method" == "noisy_labels_exact" ]]; then - trial_id=$base_trial_id_noisy_labels_exact - else - trial_id=0 - fi - - # 遍历每个参数,计算并设置 trial_id - for param in "${params[@]}"; do - # 存储当前 method 和 param 的 qd score 和 coverage 的数组 - qd_scores[$method,$param]=() - coverage_scores[$method,$param]=() - - for seed in "${seeds[@]}"; do - # 执行 Python 脚本,传入 trial_id、noisy_method、parameter 和 seed - echo "Running experiment with method: $method, parameter: $param, trial_id: $trial_id, seed: $seed" +# noisy_methods["noisy_labels_exact"]='0.05 0.1 0.2' + +# base_trial_id_stochastic=10 +# base_trial_id_equal_noise=20 +# base_trial_id_flip_by_distance=30 +# base_trial_id_flip_labels_asymmetric=40 +# base_trial_id_noisy_labels_exact=50 + +# seeds=("1111" "2222" "3333" "4444") + +# declare -A qd_scores +# declare -A coverage_scores + +# output_csv="experiment_results.csv" +# echo "Method,Parameter,Seed,Trial ID,QD Score,Coverage" > $output_csv + +# for method in "${!noisy_methods[@]}"; do +# params=(${noisy_methods[$method]}) + +# if [ "$method" == "stochastic" ]; then +# trial_id=$base_trial_id_stochastic +# elif [ "$method" == "add_equal_noise" ]; then +# trial_id=$base_trial_id_equal_noise +# elif [[ "$method" == "flip_by_distance" ]]; then +# trial_id=$base_trial_id_flip_by_distance +# elif [[ "$method" == "flip_labels_asymmetric" ]]; then +# trial_id=$base_trial_id_flip_labels_asymmetric +# elif [[ "$method" == "noisy_labels_exact" ]]; then +# trial_id=$base_trial_id_noisy_labels_exact +# else +# trial_id=0 +# fi + +# # 遍历每个参数,计算并设置 trial_id +# for param in "${params[@]}"; do +# # 存储当前 method 和 param 的 qd score 和 coverage 的数组 +# qd_scores=() +# coverage_scores=() + +# for seed in "${seeds[@]}"; do +# # 执行 Python 脚本,传入 trial_id、noisy_method、parameter 和 seed +# echo "Running experiment with method: $method, parameter: $param, trial_id: $trial_id, seed: $seed" - # 捕获输出的 qd score 和 coverage - output=$(python main.py --seed $seed --trial_id $trial_id --noisy_method $method --parameter $param) +# # 捕获输出的 qd score 和 coverage +# output=$(python main.py --seed $seed --trial_id $trial_id --noisy_method $method --parameter $param) - # 提取 qd score 和 coverage,假设它们在输出中是以类似 "QD score: X" 和 "Coverage: Y" 的格式出现 - qd_score=$(echo "$output" | grep -oP 'QD score: \K[0-9.]+') - coverage=$(echo "$output" | grep -oP 'Coverage: \K[0-9.]+') +# # 提取 qd score 和 coverage,假设它们在输出中是以类似 "QD score: X" 和 "Coverage: Y" 的格式出现 +# qd_score=$(echo "$output" | grep -oP 'QD score: \K[0-9.]+') +# coverage=$(echo "$output" | grep -oP 'Coverage: \K[0-9.]+') - # 将 qd score 和 coverage 添加到数组中 - qd_scores[$method,$param]+="$qd_score " - coverage_scores[$method,$param]+="$coverage " +# echo "$method,$param,$seed,$trial_id,$qd_score,$coverage" >> $output_csv + +# # 将 qd score 和 coverage 添加到数组中 +# qd_scores+=("$qd_score") +# coverage_scores+=("$coverage") + + +# # 增加 trial_id,以便下一个实验使用新的 ID +# ((trial_id++)) +# done - # 增加 trial_id,以便下一个实验使用新的 ID - ((trial_id++)) - done +# # 计算 qd score 和 coverage 的 mean 和 std +# qd_mean=$(echo "${qd_scores[@]}" | awk '{for(i=1;i<=NF;i++)s+=$i} END {print s/NF}') +# qd_std=$(echo "${qd_scores[@]}" | awk '{for(i=1;i<=NF;i++)s+=$i; sumsq+=$i*$i} END {print sqrt(sumsq/NF - (s/NF)^2)}') - # 计算 qd score 和 coverage 的 mean 和 std - qd_values=(${qd_scores[$method,$param]}) - coverage_values=(${coverage_scores[$method,$param]}) +# coverage_mean=$(echo "${coverage_scores[@]}" | awk '{for(i=1;i<=NF;i++)s+=$i} END {print s/NF}') +# coverage_std=$(echo "${coverage_scores[@]}" | awk '{for(i=1;i<=NF;i++)s+=$i; sumsq+=$i*$i} END {print sqrt(sumsq/NF - (s/NF)^2)}') - qd_mean=$(echo "${qd_values[@]}" | awk '{for(i=1;i<=NF;i++)s+=$i} END {print s/NF}') - qd_std=$(echo "${qd_values[@]}" | awk '{for(i=1;i<=NF;i++)s+=$i; sumsq+=$i*$i} END {print sqrt(sumsq/NF - (s/NF)^2)}') +# # 打印结果 +# echo "For method: $method, parameter: $param, Mean QD score: $qd_mean, QD score STD: $qd_std" +# echo "For method: $method, parameter: $param, Mean Coverage: $coverage_mean, Coverage STD: $coverage_std" - coverage_mean=$(echo "${coverage_values[@]}" | awk '{for(i=1;i<=NF;i++)s+=$i} END {print s/NF}') - coverage_std=$(echo "${coverage_values[@]}" | awk '{for(i=1;i<=NF;i++)s+=$i; sumsq+=$i*$i} END {print sqrt(sumsq/NF - (s/NF)^2)}') +# # 将 mean 和 std 添加到 CSV 文件中 +# echo "$method,$param,Mean,Mean,$qd_mean,$coverage_mean" >> $output_csv +# echo "$method,$param,STD,STD,$qd_std,$coverage_std" >> $output_csv +# done +# done - # 打印结果 - echo "For method: $method, parameter: $param, Mean QD score: $qd_mean, QD score STD: $qd_std" - echo "For method: $method, parameter: $param, Mean Coverage: $coverage_mean, Coverage STD: $coverage_std" - done -done +# echo "Experiment results have been saved to $output_csv" \ No newline at end of file diff --git a/arm/run_experiment.py b/arm/run_experiment.py new file mode 100755 index 0000000..9302c3b --- /dev/null +++ b/arm/run_experiment.py @@ -0,0 +1,109 @@ +import subprocess +import pandas as pd +import numpy as np +import re +import os # 用于检查文件是否存在 + +# 实验设置 +noisy_methods = { + "noisy_labels_exact": [0.05, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9], + "stochastic": [0.05, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9], + "add_equal_noise": [1, 2, 5, 10, 15, 20, 25, 30], + "flip_by_distance": [1, 2, 5, 10, 15, 20, 25, 30], + "flip_labels_asymmetric": [0.05, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9] +} +base_trial_ids = { + "stochastic": 10, + "add_equal_noise": 20, + "flip_by_distance": 30, + "flip_labels_asymmetric": 40, + "noisy_labels_exact": 50 +} +seeds = ["1111", "2222", "3333", "4444", "5555", "6666", "7777", "8888", "9999", "42"] + +# 主逻辑 +for method, params in noisy_methods.items(): + # 为每种噪声方法生成不同的 CSV 文件路径 + csv_path = f"/mnt/nvme3n1/qdhf/arm/{method}_experiment_results.csv" + + # 检查文件是否存在,如果存在则跳过创建 + if os.path.exists(csv_path): + print(f"CSV file for method {method} already exists, skipping creation.") + header_written = False + else: + header_written = True + + base_trial_id = base_trial_ids[method] + for i, param in enumerate(params): + trial_id = base_trial_id + i + + qd_scores = [] + coverage_scores = [] + + for seed in seeds: + print(f"Running experiment with method={method}, param={param}, trial_id={trial_id}, seed={seed}") + # 实际运行调用(如果要跑真实代码,可以取消注释) + result = subprocess.run( + ["python", "main.py", "--seed", seed, "--trial_id", str(trial_id), + "--noisy_method", method, "--parameter", str(param)], + stdout=subprocess.PIPE, stderr=subprocess.PIPE, text=True + ) + output = result.stdout + print(output) + + # 提取 QD score 和 Coverage(从最后一行提取) + try: + # 使用正则表达式匹配 QD score 和 Coverage + match = re.search(r"QD score: ([\d\.]+) Coverage: ([\d\.]+)", output) + if match: + qd_score = float(match.group(1)) + coverage = float(match.group(2)) + else: + qd_score, coverage = np.nan, np.nan + except Exception: + qd_score, coverage = np.nan, np.nan + + qd_scores.append(qd_score) + coverage_scores.append(coverage) + + # 每次实验结果写入 CSV + record = { + "Method": method, + "Parameter": param, + "Seed": seed, + "Trial ID": trial_id, + "QD Score": qd_score, + "Coverage": coverage + } + # 如果是第一次写入,写表头,否则追加 + pd.DataFrame([record]).to_csv(csv_path, mode='a', header=header_written, index=False) + header_written = False # 只有第一次写入时才写表头 + + # 可选:如果需要添加统计数据(均值和标准差),可以在此进行计算 + qd_mean = np.nanmean(qd_scores) + qd_std = np.nanstd(qd_scores) + coverage_mean = np.nanmean(coverage_scores) + coverage_std = np.nanstd(coverage_scores) + + # 将统计数据写入 CSV + stats_record = { + "Method": method, + "Parameter": param, + "Seed": "Mean", + "Trial ID": "Mean", + "QD Score": qd_mean, + "Coverage": coverage_mean + } + pd.DataFrame([stats_record]).to_csv(csv_path, mode='a', header=False, index=False) + + stats_record = { + "Method": method, + "Parameter": param, + "Seed": "STD", + "Trial ID": "STD", + "QD Score": qd_std, + "Coverage": coverage_std + } + pd.DataFrame([stats_record]).to_csv(csv_path, mode='a', header=False, index=False) + +print(f"Experiment results have been saved to {csv_path}") diff --git a/arm/stochastic_experiment_results.csv b/arm/stochastic_experiment_results.csv new file mode 100755 index 0000000..62332b6 --- /dev/null +++ b/arm/stochastic_experiment_results.csv @@ -0,0 +1,181 @@ +Method,Parameter,Seed,Trial ID,QD Score,Coverage +stochastic,0.05,1111,10,51.544186642815205,55.8 +stochastic,0.05,2222,10,56.491483415851334,59.2 +stochastic,0.05,3333,10,57.332594017508534,60.64 +stochastic,0.05,4444,10,46.62834828124833,49.36 +stochastic,0.05,Mean,Mean,52.99915308935585,56.25 +stochastic,0.05,STD,STD,4.291828358948953,4.348827428169576 +stochastic,0.1,1111,11,53.946961082890454,57.68 +stochastic,0.1,2222,11,53.99495810107372,56.36 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+stochastic,0.8,8888,18,12.915551871302117,14.76 +stochastic,0.8,9999,18,14.851011696113675,17.24 +stochastic,0.8,42,18,6.2790658445506695,6.48 +stochastic,0.8,Mean,Mean,13.115631108834545,14.172 +stochastic,0.8,STD,STD,3.8351935632863245,4.083255563885268 +stochastic,0.9,1111,19,9.145099540490852,9.52 +stochastic,0.9,2222,19,7.07252394146176,7.28 +stochastic,0.9,3333,19,10.20419524981292,11.24 +stochastic,0.9,4444,19,9.951686386223596,10.4 +stochastic,0.9,5555,19,6.95403567780595,8.36 +stochastic,0.9,6666,19,11.24359982351762,13.0 +stochastic,0.9,7777,19,11.878685328657319,12.84 +stochastic,0.9,8888,19,16.23525898194467,17.36 +stochastic,0.9,9999,19,17.78104719641309,18.36 +stochastic,0.9,42,19,2.996764898397776,3.44 +stochastic,0.9,Mean,Mean,10.346289702472555,11.18 +stochastic,0.9,STD,STD,4.1348299223088745,4.269079526080534 From c011410f187653ff172a8fb50eb12cdb39f5edfd Mon Sep 17 00:00:00 2001 From: Johnny221B Date: Tue, 15 Apr 2025 15:07:45 +0800 Subject: [PATCH 05/20] update --- maze/generate_noise.py | 78 +++++++++++++ maze/kheperax/__init__.py | 0 maze/kheperax/geoms.py | 0 maze/kheperax/laser.py | 0 maze/kheperax/maze.py | 0 maze/kheperax/posture.py | 0 maze/kheperax/rendering_tools.py | 0 maze/kheperax/robot.py | 0 maze/kheperax/task.py | 0 maze/kheperax/tree_utils.py | 0 maze/kheperax/type_fixer_wrapper.py | 0 maze/main.py | 47 +++++--- .../noisy_labels_exact_experiment_results.csv | 34 ++++++ maze/ribs/__init__.py | 0 maze/ribs/archives/__init__.py | 0 maze/ribs/archives/_add_status.py | 0 maze/ribs/archives/_archive_base.py | 0 maze/ribs/archives/_cvt_archive.py | 0 maze/ribs/archives/_grid_archive.py | 0 .../archives/_sliding_boundaries_archive.py | 0 maze/ribs/emitters/__init__.py | 0 maze/ribs/emitters/_emitter_base.py | 0 maze/ribs/emitters/_gaussian_emitter.py | 0 maze/ribs/emitters/_gradient_emitter.py | 0 .../emitters/_gradient_improvement_emitter.py | 0 maze/ribs/emitters/_improvement_emitter.py | 0 maze/ribs/emitters/_iso_line_emitter.py | 0 maze/ribs/emitters/_optimizing_emitter.py | 0 .../emitters/_random_direction_emitter.py | 0 maze/ribs/emitters/opt/__init__.py | 0 maze/ribs/emitters/opt/_adam.py | 0 maze/ribs/emitters/opt/_cma_es.py | 0 maze/ribs/factory.py | 0 maze/ribs/optimizers/__init__.py | 0 maze/ribs/optimizers/_optimizer.py | 0 maze/ribs/visualize.py | 0 maze/run_experiment.py | 109 ++++++++++++++++++ maze/run_maze.sh | 7 ++ maze/utils.py | 9 +- 39 files changed, 267 insertions(+), 17 deletions(-) create mode 100755 maze/generate_noise.py mode change 100644 => 100755 maze/kheperax/__init__.py mode change 100644 => 100755 maze/kheperax/geoms.py mode change 100644 => 100755 maze/kheperax/laser.py mode change 100644 => 100755 maze/kheperax/maze.py mode change 100644 => 100755 maze/kheperax/posture.py mode change 100644 => 100755 maze/kheperax/rendering_tools.py mode change 100644 => 100755 maze/kheperax/robot.py mode change 100644 => 100755 maze/kheperax/task.py mode change 100644 => 100755 maze/kheperax/tree_utils.py mode change 100644 => 100755 maze/kheperax/type_fixer_wrapper.py mode change 100644 => 100755 maze/main.py create mode 100644 maze/noisy_labels_exact_experiment_results.csv mode change 100644 => 100755 maze/ribs/__init__.py mode change 100644 => 100755 maze/ribs/archives/__init__.py mode change 100644 => 100755 maze/ribs/archives/_add_status.py mode change 100644 => 100755 maze/ribs/archives/_archive_base.py mode change 100644 => 100755 maze/ribs/archives/_cvt_archive.py mode change 100644 => 100755 maze/ribs/archives/_grid_archive.py mode change 100644 => 100755 maze/ribs/archives/_sliding_boundaries_archive.py mode change 100644 => 100755 maze/ribs/emitters/__init__.py mode change 100644 => 100755 maze/ribs/emitters/_emitter_base.py mode change 100644 => 100755 maze/ribs/emitters/_gaussian_emitter.py mode change 100644 => 100755 maze/ribs/emitters/_gradient_emitter.py mode change 100644 => 100755 maze/ribs/emitters/_gradient_improvement_emitter.py mode change 100644 => 100755 maze/ribs/emitters/_improvement_emitter.py mode change 100644 => 100755 maze/ribs/emitters/_iso_line_emitter.py mode change 100644 => 100755 maze/ribs/emitters/_optimizing_emitter.py mode change 100644 => 100755 maze/ribs/emitters/_random_direction_emitter.py mode change 100644 => 100755 maze/ribs/emitters/opt/__init__.py mode change 100644 => 100755 maze/ribs/emitters/opt/_adam.py mode change 100644 => 100755 maze/ribs/emitters/opt/_cma_es.py mode change 100644 => 100755 maze/ribs/factory.py mode change 100644 => 100755 maze/ribs/optimizers/__init__.py mode change 100644 => 100755 maze/ribs/optimizers/_optimizer.py mode change 100644 => 100755 maze/ribs/visualize.py create mode 100644 maze/run_experiment.py create mode 100755 maze/run_maze.sh mode change 100644 => 100755 maze/utils.py diff --git a/maze/generate_noise.py b/maze/generate_noise.py new file mode 100755 index 0000000..c0af89b --- /dev/null +++ b/maze/generate_noise.py @@ -0,0 +1,78 @@ +import torch + + +class NoiseGenerator: + def __init__(self): + pass + + def generate_noise(self, gt, gt_dis, noisy_method, parameter): + if noisy_method == 'stochastic': + return self.stochastic_labels(gt, gt_dis, parameter) + elif noisy_method == 'noisy_labels_exact': + return self.noisy_labels_exact(gt, parameter) + elif noisy_method == 'add_equal_noise': + return self.add_equal_noise(gt, gt_dis, parameter) + elif noisy_method == 'flip_by_distance': + return self.flip_by_distance(gt, gt_dis, parameter) + elif noisy_method == 'flip_labels_asymmetric': + return self.flip_labels_asymmetric(gt, parameter) + else: + raise ValueError(f"Unknown noisy_method: {noisy_method}") + + def noisy_labels_exact(self, gt, noise_rate): + n = len(gt) + n_flip = int(n * noise_rate) + flip_indices = torch.randperm(n)[:n_flip] + gt_noisy = gt.clone() + gt_noisy[flip_indices] = -gt_noisy[flip_indices] + return gt_noisy + + def stochastic_labels(self, gt, gt_dis, noise_ratio): + gt = gt.clone() + n = len(gt) + n_noise = int(n * noise_ratio) + + noise_indices = torch.randperm(n)[:n_noise] + + gt_dis_tensor = torch.tensor(gt_dis, dtype=torch.float32) + prob = torch.sigmoid(-gt_dis_tensor[noise_indices]) + sampled = torch.bernoulli(prob) + noisy_labels = sampled * 2 - 1 + + gt[noise_indices] = noisy_labels + return gt + + def add_equal_noise(self, gt, gt_dis, delta_equal): + gt_dis_tensor = torch.tensor(gt_dis, dtype=torch.float32) + equal_mask = torch.abs(gt_dis_tensor) < delta_equal + + gt_noisy = gt.clone() + gt_noisy[equal_mask] = 0 + return gt_noisy + + def flip_by_distance(self, gt, gt_dis, delta_threshold): + gt_dis_tensor = torch.tensor(gt_dis, dtype=torch.float32) + flip_mask = torch.abs(gt_dis_tensor) < delta_threshold + + gt_noisy = gt.clone() + gt_noisy[flip_mask] = -gt_noisy[flip_mask] + return gt_noisy + + def flip_labels_asymmetric(self, gt, flip_rate=0.1): + flip_rate_neg = flip_rate + flip_rate_pos = flip_rate + gt = gt.clone() + pos_indices = torch.where(gt == 1)[0] + neg_indices = torch.where(gt == -1)[0] + + n_pos_flip = int(len(pos_indices) * flip_rate_pos) + n_neg_flip = int(len(neg_indices) * flip_rate_neg) + + pos_flip_idx = pos_indices[torch.randperm(len(pos_indices))[ + :n_pos_flip]] + neg_flip_idx = neg_indices[torch.randperm(len(neg_indices))[ + :n_neg_flip]] + + gt[pos_flip_idx] = -1 + gt[neg_flip_idx] = 1 + return gt diff --git a/maze/kheperax/__init__.py b/maze/kheperax/__init__.py old mode 100644 new mode 100755 diff --git a/maze/kheperax/geoms.py b/maze/kheperax/geoms.py old mode 100644 new mode 100755 diff --git a/maze/kheperax/laser.py b/maze/kheperax/laser.py old mode 100644 new mode 100755 diff --git a/maze/kheperax/maze.py b/maze/kheperax/maze.py old mode 100644 new mode 100755 diff --git a/maze/kheperax/posture.py b/maze/kheperax/posture.py old mode 100644 new mode 100755 diff --git a/maze/kheperax/rendering_tools.py b/maze/kheperax/rendering_tools.py old mode 100644 new mode 100755 diff --git a/maze/kheperax/robot.py b/maze/kheperax/robot.py old mode 100644 new mode 100755 diff --git a/maze/kheperax/task.py b/maze/kheperax/task.py old mode 100644 new mode 100755 diff --git a/maze/kheperax/tree_utils.py b/maze/kheperax/tree_utils.py old mode 100644 new mode 100755 diff --git a/maze/kheperax/type_fixer_wrapper.py b/maze/kheperax/type_fixer_wrapper.py old mode 100644 new mode 100755 diff --git a/maze/main.py b/maze/main.py old mode 100644 new mode 100755 index 40d736a..658f3d8 --- a/maze/main.py +++ b/maze/main.py @@ -13,6 +13,7 @@ import matplotlib import numpy as np import torch +import argparse from alive_progress import alive_bar from kheperax.task import KheperaxConfig, KheperaxTask from qdax.core.emitters.mutation_operators import isoline_variation @@ -223,6 +224,8 @@ def run_experiment( n_pref_data=1000, online_finetune=False, incre_bounds=False, + noisy_method=None, + parameter=None ): algorithm = "map_elites" device = "cpu" @@ -266,9 +269,9 @@ def run_experiment( iso_sigma=iso_sigma, line_sigma=line_sigma, ) - + num_parameter = parameter * 100 # Create a directory for this specific trial. - s_logdir = os.path.join(outdir, f"{algorithm}_trial_{trial_id}") + s_logdir = os.path.join(outdir, f"{noisy_method}_trial{trial_id}_{num_parameter}_{seed}") logdir = Path(s_logdir) if not logdir.is_dir(): logdir.mkdir() @@ -358,6 +361,8 @@ def run_experiment( dis_embed_gt_measures, latent_dim=2, seed=seed, + noisy_method = noisy_method, + parameter = parameter ) else: dis_embed = None @@ -400,6 +405,8 @@ def run_experiment( dis_embed_gt_measures, latent_dim=2, seed=seed, + noisy_method = noisy_method, + parameter = parameter ) all_sols = list_to_batch(all_sols) @@ -615,6 +622,9 @@ def arm_main( n_pref_data=1000, online_finetune=False, incre_bounds=False, + seed=None, + noisy_method=None, + parameter=None ): """Experimental tool for the planar robotic arm experiments.""" @@ -633,36 +643,45 @@ def arm_main( outdir=outdir, log_freq=log_freq, log_arch_freq=log_arch_freq, - seed=trial_id, + seed=seed, use_dis_embed=use_dis_embed, n_pref_data=n_pref_data, online_finetune=online_finetune, incre_bounds=incre_bounds, + noisy_method=noisy_method, + parameter=parameter ) if __name__ == "__main__": - if len(sys.argv) > 1: - trial_id = int(sys.argv[1]) - else: - trial_id = 0 + parser = argparse.ArgumentParser( + description="Run robot arm experiments") + parser.add_argument('--trial_id', type=int, default=0) + parser.add_argument('--noisy_method', type=str, choices=['stochastic', 'add_equal_noise', + 'flip_by_distance', 'flip_labels_asymmetric', 'noisy_labels_exact'], required=True) + parser.add_argument('--parameter', type=float, required=True) + parser.add_argument('--seed', type=int, required=True) + args = parser.parse_args() # QD-GT - arm_main(trial_id, method="qd") + # arm_main(trial_id, method="qd") - # AURORA - for method in ["pca", "ae"]: - for online_finetune in [True, False]: - arm_main(trial_id, method=method, online_finetune=online_finetune) + # # AURORA + # for method in ["pca", "ae"]: + # for online_finetune in [True, False]: + # arm_main(trial_id, method=method, online_finetune=online_finetune) # QDHF n_pref_data = 200 - for online_finetune in [False, True]: + for online_finetune in [True]: # False, data = n_pref_data if not online_finetune else n_pref_data // 4 arm_main( - trial_id, + trial_id=args.trial_id, method="qdhf", use_dis_embed=True, n_pref_data=data, online_finetune=online_finetune, + noisy_method=args.noisy_method, + parameter=args.parameter, + seed=args.seed ) diff --git a/maze/noisy_labels_exact_experiment_results.csv b/maze/noisy_labels_exact_experiment_results.csv new file mode 100644 index 0000000..8fafb72 --- /dev/null +++ b/maze/noisy_labels_exact_experiment_results.csv @@ -0,0 +1,34 @@ +Method,Parameter,Seed,Trial ID,QD Score,Coverage +noisy_labels_exact,0.05,1111,50,22.89547283911705,31.08 +noisy_labels_exact,0.05,2222,50,22.66127149028778,25.28 +noisy_labels_exact,0.1,1111,51,20.62204403438568,25.32 +noisy_labels_exact,0.1,2222,51,15.7362065700531,17.64 +noisy_labels_exact,0.1,3333,51,20.0396998693943,24.88 +noisy_labels_exact,0.1,4444,51,21.80830811986923,28.72 +noisy_labels_exact,0.1,Mean,Mean,19.551564648425575,24.14 +noisy_labels_exact,0.1,STD,STD,2.293144700614277,4.036285421027606 +noisy_labels_exact,0.2,1111,52,18.653613410568237,22.84 +noisy_labels_exact,0.2,2222,52,19.151016371154785,23.28 +noisy_labels_exact,0.2,3333,52,17.647669646453856,19.92 +noisy_labels_exact,0.2,4444,52,24.61809755231738,32.96 +noisy_labels_exact,0.2,Mean,Mean,20.017599245123563,24.75 +noisy_labels_exact,0.2,STD,STD,2.7107459403025724,4.912789431677283 +noisy_labels_exact,0.3,1111,53,19.75026922111511,24.0 +noisy_labels_exact,0.3,2222,53,17.80353246612549,20.68 +noisy_labels_exact,0.3,3333,53,18.911547835540773,22.64 +noisy_labels_exact,0.3,4444,53,22.272630209732057,28.84 +noisy_labels_exact,0.3,Mean,Mean,19.684494933128356,24.04 +noisy_labels_exact,0.3,STD,STD,1.6460739264157656,3.012108895773856 +noisy_labels_exact,0.4,1111,54,19.043659273338317,24.16 +noisy_labels_exact,0.4,2222,54,19.1168416721344,24.44 +noisy_labels_exact,0.4,3333,54,19.01541875228882,23.24 +noisy_labels_exact,0.4,4444,54,19.659092879128455,28.72 +noisy_labels_exact,0.4,Mean,Mean,19.2087531442225,25.14 +noisy_labels_exact,0.4,STD,STD,0.2626250982124787,2.1140482492128694 +noisy_labels_exact,0.5,1111,55,17.622652572727205,21.04 +noisy_labels_exact,0.5,2222,55,19.326461245918274,24.6 +noisy_labels_exact,0.5,3333,55,16.95171683444977,22.72 +noisy_labels_exact,0.5,4444,55,17.20326797590256,27.72 +noisy_labels_exact,0.5,Mean,Mean,17.77602465724945,24.02 +noisy_labels_exact,0.5,STD,STD,0.9266755384909506,2.4797580527140144 +noisy_labels_exact,0.6,1111,56,16.03480915374756,22.56 diff --git a/maze/ribs/__init__.py b/maze/ribs/__init__.py old mode 100644 new mode 100755 diff --git a/maze/ribs/archives/__init__.py b/maze/ribs/archives/__init__.py old mode 100644 new mode 100755 diff --git a/maze/ribs/archives/_add_status.py b/maze/ribs/archives/_add_status.py old mode 100644 new mode 100755 diff --git a/maze/ribs/archives/_archive_base.py b/maze/ribs/archives/_archive_base.py old mode 100644 new mode 100755 diff --git a/maze/ribs/archives/_cvt_archive.py b/maze/ribs/archives/_cvt_archive.py old mode 100644 new mode 100755 diff --git a/maze/ribs/archives/_grid_archive.py b/maze/ribs/archives/_grid_archive.py old mode 100644 new mode 100755 diff --git a/maze/ribs/archives/_sliding_boundaries_archive.py b/maze/ribs/archives/_sliding_boundaries_archive.py old mode 100644 new mode 100755 diff --git a/maze/ribs/emitters/__init__.py b/maze/ribs/emitters/__init__.py old mode 100644 new mode 100755 diff --git a/maze/ribs/emitters/_emitter_base.py b/maze/ribs/emitters/_emitter_base.py old mode 100644 new mode 100755 diff --git a/maze/ribs/emitters/_gaussian_emitter.py b/maze/ribs/emitters/_gaussian_emitter.py old mode 100644 new mode 100755 diff --git a/maze/ribs/emitters/_gradient_emitter.py b/maze/ribs/emitters/_gradient_emitter.py old mode 100644 new mode 100755 diff --git a/maze/ribs/emitters/_gradient_improvement_emitter.py b/maze/ribs/emitters/_gradient_improvement_emitter.py old mode 100644 new mode 100755 diff --git a/maze/ribs/emitters/_improvement_emitter.py b/maze/ribs/emitters/_improvement_emitter.py old mode 100644 new mode 100755 diff --git a/maze/ribs/emitters/_iso_line_emitter.py b/maze/ribs/emitters/_iso_line_emitter.py old mode 100644 new mode 100755 diff --git a/maze/ribs/emitters/_optimizing_emitter.py b/maze/ribs/emitters/_optimizing_emitter.py old mode 100644 new mode 100755 diff --git a/maze/ribs/emitters/_random_direction_emitter.py b/maze/ribs/emitters/_random_direction_emitter.py old mode 100644 new mode 100755 diff --git a/maze/ribs/emitters/opt/__init__.py b/maze/ribs/emitters/opt/__init__.py old mode 100644 new mode 100755 diff --git a/maze/ribs/emitters/opt/_adam.py b/maze/ribs/emitters/opt/_adam.py old mode 100644 new mode 100755 diff --git a/maze/ribs/emitters/opt/_cma_es.py b/maze/ribs/emitters/opt/_cma_es.py old mode 100644 new mode 100755 diff --git a/maze/ribs/factory.py b/maze/ribs/factory.py old mode 100644 new mode 100755 diff --git a/maze/ribs/optimizers/__init__.py b/maze/ribs/optimizers/__init__.py old mode 100644 new mode 100755 diff --git a/maze/ribs/optimizers/_optimizer.py b/maze/ribs/optimizers/_optimizer.py old mode 100644 new mode 100755 diff --git a/maze/ribs/visualize.py b/maze/ribs/visualize.py old mode 100644 new mode 100755 diff --git a/maze/run_experiment.py b/maze/run_experiment.py new file mode 100644 index 0000000..834f55e --- /dev/null +++ b/maze/run_experiment.py @@ -0,0 +1,109 @@ +import subprocess +import pandas as pd +import numpy as np +import re +import os # 用于检查文件是否存在 + +# 实验设置 +noisy_methods = { + "noisy_labels_exact": [0.05, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9], + "stochastic": [0.05, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9], + # "add_equal_noise": [1, 2, 5, 10, 15, 20, 25, 30], + # "flip_by_distance": [1, 2, 5, 10, 15, 20, 25, 30], + # "flip_labels_asymmetric": [0.05, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9] +} +base_trial_ids = { + "stochastic": 10, + "add_equal_noise": 20, + "flip_by_distance": 30, + "flip_labels_asymmetric": 40, + "noisy_labels_exact": 50 +} +seeds = ["1111", "2222", "3333", "4444"] + +# 主逻辑 +for method, params in noisy_methods.items(): + # 为每种噪声方法生成不同的 CSV 文件路径 + csv_path = f"/mnt/nvme3n1/qdhf/maze/{method}_experiment_results.csv" + + # 检查文件是否存在,如果存在则跳过创建 + if os.path.exists(csv_path): + print(f"CSV file for method {method} already exists, skipping creation.") + header_written = False + else: + header_written = True + + base_trial_id = base_trial_ids[method] + for i, param in enumerate(params): + trial_id = base_trial_id + i + + qd_scores = [] + coverage_scores = [] + + for seed in seeds: + print(f"Running experiment with method={method}, param={param}, trial_id={trial_id}, seed={seed}") + # 实际运行调用(如果要跑真实代码,可以取消注释) + result = subprocess.run( + ["python", "main.py", "--seed", seed, "--trial_id", str(trial_id), + "--noisy_method", method, "--parameter", str(param)], + stdout=subprocess.PIPE, stderr=subprocess.PIPE, text=True + ) + output = result.stdout + print(output) + + # 提取 QD score 和 Coverage(从最后一行提取) + try: + # 使用正则表达式匹配 QD score 和 Coverage + match = re.search(r"QD score: ([\d\.]+) Coverage: ([\d\.]+)", output) + if match: + qd_score = float(match.group(1)) + coverage = float(match.group(2)) + else: + qd_score, coverage = np.nan, np.nan + except Exception: + qd_score, coverage = np.nan, np.nan + + qd_scores.append(qd_score) + coverage_scores.append(coverage) + + # 每次实验结果写入 CSV + record = { + "Method": method, + "Parameter": param, + "Seed": seed, + "Trial ID": trial_id, + "QD Score": qd_score, + "Coverage": coverage + } + # 如果是第一次写入,写表头,否则追加 + pd.DataFrame([record]).to_csv(csv_path, mode='a', header=header_written, index=False) + header_written = False # 只有第一次写入时才写表头 + + # 可选:如果需要添加统计数据(均值和标准差),可以在此进行计算 + qd_mean = np.nanmean(qd_scores) + qd_std = np.nanstd(qd_scores) + coverage_mean = np.nanmean(coverage_scores) + coverage_std = np.nanstd(coverage_scores) + + # 将统计数据写入 CSV + stats_record = { + "Method": method, + "Parameter": param, + "Seed": "Mean", + "Trial ID": "Mean", + "QD Score": qd_mean, + "Coverage": coverage_mean + } + pd.DataFrame([stats_record]).to_csv(csv_path, mode='a', header=False, index=False) + + stats_record = { + "Method": method, + "Parameter": param, + "Seed": "STD", + "Trial ID": "STD", + "QD Score": qd_std, + "Coverage": coverage_std + } + pd.DataFrame([stats_record]).to_csv(csv_path, mode='a', header=False, index=False) + +print(f"Experiment results have been saved to {csv_path}") diff --git a/maze/run_maze.sh b/maze/run_maze.sh new file mode 100755 index 0000000..4a49fdc --- /dev/null +++ b/maze/run_maze.sh @@ -0,0 +1,7 @@ +#!/bin/bash + +export CUDA_VISIBLE_DEVICES=1 + +# python main.py --seed 1111 --trial_id 50 --noisy_method stochastic --parameter 0.05 + +python run_experiment.py \ No newline at end of file diff --git a/maze/utils.py b/maze/utils.py old mode 100644 new mode 100755 index 73e46f0..e5fe408 --- a/maze/utils.py +++ b/maze/utils.py @@ -3,7 +3,7 @@ from torch import nn import numpy as np import time - +from generate_noise import NoiseGenerator class DisEmbed(nn.Module): def __init__(self, input_dim, latent_dim): @@ -34,7 +34,7 @@ def triplet_delta_dis(self, ref, x1, x2): def fit_dis_embed( - inputs, gt_measures, latent_dim, batch_size=32, seed=None, device="cpu" + inputs, gt_measures, latent_dim, batch_size=32, seed=None, device="cpu", noisy_method=None, parameter=None ): t = time.time() inputs = np.array(inputs) @@ -98,8 +98,11 @@ def fit_dis_embed( -1, ) gt = torch.tensor(gt_dis > 0, dtype=torch.float32) * 2 - 1 + noise_gen = NoiseGenerator() + gt_noise = noise_gen.generate_noise( + gt, gt_dis, noisy_method=noisy_method, parameter=parameter) - loss = loss_fn(gt, delta_dis) + loss = loss_fn(gt_noise, delta_dis) loss.backward() optimizer.step() From 6f1c6eb11157d1d813a41e2c65f6fecfec52f2d3 Mon Sep 17 00:00:00 2001 From: Johnny221B Date: Tue, 15 Apr 2025 15:08:39 +0800 Subject: [PATCH 06/20] update --- ...8b2256e823029112effea0c3586bf369da56c.lock | 0 ...4955ff7801083f720b34b55d0f1f51313c5c5.lock | 0 ...a817036d3f5c36537e9c332a42c7e63a9d4e9.lock | 0 ...27e764eb4f9b1d0b7c026c8c3333d4cfc916c.lock | 0 ...c7c0b3b341525cd1b65e1a715128fee97b25c.lock | 0 lsi/check_model.py | 21 +++++ lsi/collage.py | 2 +- lsi/generate_noise.py | 78 +++++++++++++++++ lsi/lsi_utils.py | 11 ++- lsi/main.py | 87 ++++++++++++++++--- lsi/noisy_labels_exact_experiment_results.csv | 7 ++ lsi/ribs/__init__.py | 0 lsi/ribs/archives/__init__.py | 0 lsi/ribs/archives/_add_status.py | 0 lsi/ribs/archives/_archive_base.py | 0 lsi/ribs/archives/_cvt_archive.py | 0 lsi/ribs/archives/_grid_archive.py | 0 .../archives/_sliding_boundaries_archive.py | 0 lsi/ribs/emitters/__init__.py | 0 lsi/ribs/emitters/_emitter_base.py | 0 lsi/ribs/emitters/_gaussian_emitter.py | 0 lsi/ribs/emitters/_gradient_emitter.py | 0 .../emitters/_gradient_improvement_emitter.py | 0 lsi/ribs/emitters/_improvement_emitter.py | 0 lsi/ribs/emitters/_iso_line_emitter.py | 0 lsi/ribs/emitters/_optimizing_emitter.py | 0 .../emitters/_random_direction_emitter.py | 0 lsi/ribs/emitters/opt/__init__.py | 0 lsi/ribs/emitters/opt/_adam.py | 0 lsi/ribs/emitters/opt/_cma_es.py | 0 lsi/ribs/factory.py | 0 lsi/ribs/optimizers/__init__.py | 0 lsi/ribs/optimizers/_optimizer.py | 0 lsi/ribs/visualize.py | 0 lsi/run_experiment.py | 16 ++++ lsi/run_lsi.sh | 6 ++ lsi/version_diffusers_cache.txt | 1 + 37 files changed, 214 insertions(+), 15 deletions(-) create mode 100644 lsi/.locks/models--stabilityai--stable-diffusion-2-1-base/0f48b2256e823029112effea0c3586bf369da56c.lock create mode 100644 lsi/.locks/models--stabilityai--stable-diffusion-2-1-base/5294955ff7801083f720b34b55d0f1f51313c5c5.lock create mode 100644 lsi/.locks/models--stabilityai--stable-diffusion-2-1-base/b68a817036d3f5c36537e9c332a42c7e63a9d4e9.lock create mode 100644 lsi/.locks/models--stabilityai--stable-diffusion-2-1-base/cce6febb0b6d876ee5eb24af35e27e764eb4f9b1d0b7c026c8c3333d4cfc916c.lock create mode 100644 lsi/.locks/models--stabilityai--stable-diffusion-2-1-base/f9ac7c0b3b341525cd1b65e1a715128fee97b25c.lock create mode 100644 lsi/check_model.py mode change 100644 => 100755 lsi/collage.py create mode 100755 lsi/generate_noise.py mode change 100644 => 100755 lsi/lsi_utils.py mode change 100644 => 100755 lsi/main.py create mode 100644 lsi/noisy_labels_exact_experiment_results.csv mode change 100644 => 100755 lsi/ribs/__init__.py mode change 100644 => 100755 lsi/ribs/archives/__init__.py mode change 100644 => 100755 lsi/ribs/archives/_add_status.py mode change 100644 => 100755 lsi/ribs/archives/_archive_base.py mode change 100644 => 100755 lsi/ribs/archives/_cvt_archive.py mode change 100644 => 100755 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StableDiffusionPipeline +import torch + +model_id = "stabilityai/stable-diffusion-2-1-base" +torch_dtype = torch.float16 # 设置你需要的torch类型 + +# 加载模型 +pipe = StableDiffusionPipeline.from_pretrained( + model_id, + torch_dtype=torch_dtype, + safety_checker=None, + requires_safety_checker=False +) + +# 打印模型路径确认 +print(pipe._model.config._name_or_path) diff --git a/lsi/collage.py b/lsi/collage.py old mode 100644 new mode 100755 index 35dd9a1..7171e3b --- a/lsi/collage.py +++ b/lsi/collage.py @@ -30,7 +30,7 @@ def make_archive_collage(archive_filename, prompt, save_all=False): gen_output_dir = os.path.join("logs/vis", archive_filename.split("/")[1]) gen_output_dir = Path(gen_output_dir) if not gen_output_dir.is_dir(): - gen_output_dir.mkdir() + gen_output_dir.mkdir(parents=True, exist_ok=True) model_id = "stabilityai/stable-diffusion-2-1-base" diff --git a/lsi/generate_noise.py b/lsi/generate_noise.py new file mode 100755 index 0000000..6b049e8 --- /dev/null +++ b/lsi/generate_noise.py @@ -0,0 +1,78 @@ +import torch + + +class NoiseGenerator: + def __init__(self): + pass + + def generate_noise(self, gt, gt_dis, noisy_method, parameter): + if noisy_method == 'stochastic': + return self.stochastic_labels(gt, gt_dis, parameter) + elif noisy_method == 'noisy_labels_exact': + return self.noisy_labels_exact(gt, parameter) + elif noisy_method == 'add_equal_noise': + return self.add_equal_noise(gt, gt_dis, parameter) + elif noisy_method == 'flip_by_distance': + return self.flip_by_distance(gt, gt_dis, parameter) + elif noisy_method == 'flip_labels_asymmetric': + return self.flip_labels_asymmetric(gt, parameter) + else: + raise ValueError(f"Unknown noisy_method: {noisy_method}") + + def noisy_labels_exact(self, gt, noise_rate): + n = len(gt) + n_flip = int(n * noise_rate) + flip_indices = torch.randperm(n)[:n_flip] + gt_noisy = gt.clone() + gt_noisy[flip_indices] = -gt_noisy[flip_indices] + return gt_noisy + + def stochastic_labels(self, gt, gt_dis, noise_ratio): + gt = gt.clone() + n = len(gt) + n_noise = int(n * noise_ratio) + + noise_indices = torch.randperm(n)[:n_noise] + + gt_dis_tensor = torch.tensor(gt_dis, dtype=torch.float32) + prob = torch.sigmoid(-gt_dis_tensor[noise_indices]) + sampled = torch.bernoulli(prob) + noisy_labels = sampled * 2 - 1 + + gt[noise_indices] = noisy_labels + return gt + + def add_equal_noise(self, gt, gt_dis, delta_equal): + gt_dis_tensor = torch.tensor(gt_dis, dtype=torch.float32) + equal_mask = torch.abs(gt_dis_tensor) < delta_equal + + gt_noisy = gt.clone() + gt_noisy[equal_mask] = 0 + return gt_noisy + + def flip_by_distance(self, gt, gt_dis, delta_threshold): + gt_dis_tensor = torch.tensor(gt_dis, dtype=torch.float32) + flip_mask = torch.abs(gt_dis_tensor) < delta_threshold + + gt_noisy = gt.clone() + gt_noisy[flip_mask] = -gt_noisy[flip_mask] + return gt_noisy + + def flip_labels_asymmetric(self, gt, flip_rate=0.1): + flip_rate_neg = flip_rate + flip_rate_pos = flip_rate + gt = gt.clone() + pos_indices = torch.where(gt == 1)[0] + neg_indices = torch.where(gt == -1)[0] + + n_pos_flip = int(len(pos_indices) * flip_rate_pos) + n_neg_flip = int(len(neg_indices) * flip_rate_neg) + + pos_flip_idx = pos_indices[torch.randperm(len(pos_indices))[ + :n_pos_flip]] + neg_flip_idx = neg_indices[torch.randperm(len(neg_indices))[ + :n_neg_flip]] + + gt[pos_flip_idx] = -1 + gt[neg_flip_idx] = 1 + return gt diff --git a/lsi/lsi_utils.py b/lsi/lsi_utils.py old mode 100644 new mode 100755 index 1c2335f..2bfa1ac --- a/lsi/lsi_utils.py +++ b/lsi/lsi_utils.py @@ -4,7 +4,7 @@ import torch from sklearn.decomposition import PCA from torch import nn - +from generate_noise import NoiseGenerator class DisEmbed(nn.Module): def __init__(self, input_dim, latent_dim): @@ -32,7 +32,7 @@ def triplet_delta_dis(self, ref, x1, x2): def fit_dis_embed( - inputs, gt_measures, latent_dim, batch_size=32, seed=None, device="cpu" + inputs, gt_measures, latent_dim, batch_size=32, seed=None, device="cpu", noisy_method=None, parameter=None ): t = time.time() model = DisEmbed(input_dim=inputs.shape[-1], latent_dim=latent_dim) @@ -83,9 +83,12 @@ def fit_dis_embed( ) - torch.nn.functional.cosine_similarity( ref_gt_train[idx], x1_gt_train[idx], dim=-1 ) - gt = (gt_dis > 0).float() * 2 - 1 + gt = (gt_dis > 0).float() * 2 - 1 # 产生标签 + noise_gen = NoiseGenerator() + noisy_gt = noise_gen.generate_noise( + gt, gt_dis, noisy_method=noisy_method, parameter=parameter) - loss = loss_fn(gt, delta_dis) + loss = loss_fn(noisy_gt, delta_dis) loss.backward() optimizer.step() diff --git a/lsi/main.py b/lsi/main.py old mode 100644 new mode 100755 index 6ebd939..2dc79ff --- a/lsi/main.py +++ b/lsi/main.py @@ -6,7 +6,12 @@ import sys import time from pathlib import Path +import subprocess +import pandas as pd +import numpy as np +import re +import argparse import clip import matplotlib import numpy as np @@ -57,7 +62,7 @@ def evaluate_lsi( device="cpu", return_features=False, clip_features=None, - dreamsim_features=None, + dreamsim_features=None, # human preference model objs=None, ): # print(latents.shape) # torch.Size([10, 4, 64, 64]) @@ -258,15 +263,19 @@ def run_experiment( n_pref_data=100, online_finetune=False, incre_bounds=False, + noisy_method=None, + parameter=None ): + os.environ["HF_HUB_ENABLE_HF_TRANSFER"] = "false" algorithm = "map_elites" device = "cuda" if torch.cuda.is_available() else "cpu" np.random.seed(seed) - torch.manual_seed(seed) + torch.manual_seed(seed) # + parameter_str = str(parameter).replace(".", "_") # Create a directory for this specific trial. - s_logdir = os.path.join(outdir, f"{algorithm}_{prompt}") + s_logdir = os.path.join(outdir, f"{noisy_method}_{parameter_str}_{seed}") logdir = Path(s_logdir) if not logdir.is_dir(): logdir.mkdir() @@ -394,6 +403,8 @@ def run_experiment( latent_dim=2, seed=seed, device=device, + noisy_method=noisy_method, + parameter=parameter ) else: dis_embed = None @@ -446,6 +457,8 @@ def run_experiment( latent_dim=2, seed=seed, device=device, + noisy_method=noisy_method, + parameter=parameter ) metadata["dis_embed"] = dis_embed @@ -526,13 +539,62 @@ def run_experiment( print(log_file_name, "| QD score:", data[1], "Coverage:", data[2]) print() + + csv_path = f"/mnt/nvme3n1/qdhf/lsi/{method}_experiment_results.csv" + header_written = not os.path.exists(csv_path) + record = { + "Method": method, + "Parameter": parameter, + "Seed": seed, + "QD Score": qd_score, + "Coverage": coverage + } + pd.DataFrame([record]).to_csv(csv_path, mode='a', header=header_written, index=False) + + if seed == 4444: + df = pd.read_csv(csv_path) + last_four_rows = df.tail(4) + + qd_scores = last_four_rows['QD Score'].values + coverage_scores = last_four_rows['Coverage'].values + + qd_mean = np.nanmean(qd_scores) + qd_std = np.nanstd(qd_scores) + coverage_mean = np.nanmean(coverage_scores) + coverage_std = np.nanstd(coverage_scores) + stats_record = { + "Method": method, + "Parameter": parameter, + "Seed": "Mean", + "QD Score": qd_mean, + "Coverage": coverage_mean + } + pd.DataFrame([stats_record]).to_csv(csv_path, mode='a', header=False, index=False) + + stats_record = { + "Method": method, + "Parameter": parameter, + "Seed": "STD", + "QD Score": qd_std, + "Coverage": coverage_std + } + pd.DataFrame([stats_record]).to_csv(csv_path, mode='a', header=False, index=False) + + print(f"Experiment results for seed {seed} have been saved to {csv_path}") + if __name__ == "__main__": - if len(sys.argv) > 1: - prompt = sys.argv[1] - else: - prompt = "a photo of an astronaut riding a horse on mars" + parser = argparse.ArgumentParser(description="Generate an image based on a prompt.") + parser.add_argument('--prompt', type=str, default="a photo of an astronaut riding a horse on mars") + parser.add_argument('--noisy_method', type=str, choices=['stochastic', 'add_equal_noise', + 'flip_by_distance', 'flip_labels_asymmetric', 'noisy_labels_exact'], required=True, default='stochastic') + parser.add_argument('--parameter', type=float, required=True, default=0.1) + parser.add_argument('--seed', type=int, required=True, default=42) + + + # 解析命令行参数 + args = parser.parse_args() # Create a shared logging directory for the experiments for this algorithm. outdir = Path("logs") @@ -541,13 +603,18 @@ def run_experiment( run_experiment( "qdhf", - prompt, + args.prompt, + itrs=1000, use_dis_embed=True, n_pref_data=10000 // 4, online_finetune=True, + noisy_method=args.noisy_method, + parameter=args.parameter, + seed=args.seed ) + parameter_str = str(args.parameter).replace(".", "_") archive_filename = ( - f"logs/map_elites_{prompt}/qdhf(n=10000)|online|fixed_archive_00000200.pkl" + f"logs/map_elites_{args.prompt}/qdhf(n=10000)|online|fixed_archive_00000200.pkl" ) - make_archive_collage(archive_filename, prompt) + # make_archive_collage(archive_filename, args.prompt) diff --git a/lsi/noisy_labels_exact_experiment_results.csv b/lsi/noisy_labels_exact_experiment_results.csv new file mode 100644 index 0000000..8536849 --- /dev/null +++ b/lsi/noisy_labels_exact_experiment_results.csv @@ -0,0 +1,7 @@ +noisy_labels_exact,0.2,3333,52,, +noisy_labels_exact,0.2,4444,52,, +noisy_labels_exact,0.2,Mean,Mean,, +noisy_labels_exact,0.2,STD,STD,, +noisy_labels_exact,0.3,1111,53,, +noisy_labels_exact,0.3,2222,53,, +noisy_labels_exact,0.3,3333,53,, diff --git a/lsi/ribs/__init__.py b/lsi/ribs/__init__.py old mode 100644 new mode 100755 diff --git a/lsi/ribs/archives/__init__.py b/lsi/ribs/archives/__init__.py old mode 100644 new mode 100755 diff --git a/lsi/ribs/archives/_add_status.py b/lsi/ribs/archives/_add_status.py old mode 100644 new mode 100755 diff --git a/lsi/ribs/archives/_archive_base.py b/lsi/ribs/archives/_archive_base.py old mode 100644 new mode 100755 diff --git a/lsi/ribs/archives/_cvt_archive.py b/lsi/ribs/archives/_cvt_archive.py old mode 100644 new mode 100755 diff --git a/lsi/ribs/archives/_grid_archive.py b/lsi/ribs/archives/_grid_archive.py old mode 100644 new mode 100755 diff --git a/lsi/ribs/archives/_sliding_boundaries_archive.py b/lsi/ribs/archives/_sliding_boundaries_archive.py old mode 100644 new mode 100755 diff --git a/lsi/ribs/emitters/__init__.py b/lsi/ribs/emitters/__init__.py old mode 100644 new mode 100755 diff --git a/lsi/ribs/emitters/_emitter_base.py b/lsi/ribs/emitters/_emitter_base.py old mode 100644 new mode 100755 diff --git a/lsi/ribs/emitters/_gaussian_emitter.py b/lsi/ribs/emitters/_gaussian_emitter.py old mode 100644 new mode 100755 diff --git a/lsi/ribs/emitters/_gradient_emitter.py b/lsi/ribs/emitters/_gradient_emitter.py old mode 100644 new mode 100755 diff --git a/lsi/ribs/emitters/_gradient_improvement_emitter.py b/lsi/ribs/emitters/_gradient_improvement_emitter.py old mode 100644 new mode 100755 diff --git a/lsi/ribs/emitters/_improvement_emitter.py b/lsi/ribs/emitters/_improvement_emitter.py old mode 100644 new mode 100755 diff --git a/lsi/ribs/emitters/_iso_line_emitter.py b/lsi/ribs/emitters/_iso_line_emitter.py old mode 100644 new mode 100755 diff --git a/lsi/ribs/emitters/_optimizing_emitter.py b/lsi/ribs/emitters/_optimizing_emitter.py old mode 100644 new mode 100755 diff --git a/lsi/ribs/emitters/_random_direction_emitter.py b/lsi/ribs/emitters/_random_direction_emitter.py old mode 100644 new mode 100755 diff --git a/lsi/ribs/emitters/opt/__init__.py b/lsi/ribs/emitters/opt/__init__.py old mode 100644 new mode 100755 diff --git a/lsi/ribs/emitters/opt/_adam.py b/lsi/ribs/emitters/opt/_adam.py old mode 100644 new mode 100755 diff --git a/lsi/ribs/emitters/opt/_cma_es.py b/lsi/ribs/emitters/opt/_cma_es.py old mode 100644 new mode 100755 diff --git a/lsi/ribs/factory.py b/lsi/ribs/factory.py old mode 100644 new mode 100755 diff --git a/lsi/ribs/optimizers/__init__.py b/lsi/ribs/optimizers/__init__.py old mode 100644 new mode 100755 diff --git a/lsi/ribs/optimizers/_optimizer.py b/lsi/ribs/optimizers/_optimizer.py old mode 100644 new mode 100755 diff --git a/lsi/ribs/visualize.py b/lsi/ribs/visualize.py old mode 100644 new mode 100755 diff --git a/lsi/run_experiment.py b/lsi/run_experiment.py new file mode 100755 index 0000000..fb3c55f --- /dev/null +++ b/lsi/run_experiment.py @@ -0,0 +1,16 @@ +import subprocess +import os + +# 定义 noisy_labels_exact 和 seeds +noisy_labels_exact = [0.05, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9] +seeds = ["1111", "2222", "3333", "4444"] + +# 遍历每个 noisy_labels_exact 的参数和每个 seed +for parameter in noisy_labels_exact: + for seed in seeds: + # 构建命令 + command = f"python main.py --noisy_method noisy_labels_exact --parameter {parameter} --seed {seed}" + + # 打印并执行命令 + print(f"Running: {command}") + subprocess.run(command, shell=True) diff --git a/lsi/run_lsi.sh b/lsi/run_lsi.sh new file mode 100755 index 0000000..dcf0f76 --- /dev/null +++ b/lsi/run_lsi.sh @@ -0,0 +1,6 @@ +#!/bin/bash + +export CUDA_VISIBLE_DEVICES=0 + +python main.py --noisy_method noisy_labels_exact --parameter 0.5 --seed 1111 +#python run_experiment.py \ No newline at end of file diff --git a/lsi/version_diffusers_cache.txt b/lsi/version_diffusers_cache.txt new file mode 100644 index 0000000..56a6051 --- /dev/null +++ b/lsi/version_diffusers_cache.txt @@ -0,0 +1 @@ +1 \ No newline at end of file From 8a76ee22bee0303eb2432020c0ffed93df7bfc89 Mon Sep 17 00:00:00 2001 From: Johnny221B Date: Fri, 18 Apr 2025 14:41:58 +0800 Subject: [PATCH 07/20] upadate ignore --- .gitignore | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/.gitignore b/.gitignore index 29b9942..cb741e3 100644 --- a/.gitignore +++ b/.gitignore @@ -27,3 +27,9 @@ venv.bak/ # Local outputs logs/ +lsi/models/ + +*.pth +*.zip + +RIME/ \ No newline at end of file From 4c406378ecdb10d74007ed5a2a5b939755b6ead3 Mon Sep 17 00:00:00 2001 From: Johnny221B Date: Fri, 18 Apr 2025 14:44:04 +0800 Subject: [PATCH 08/20] check --- .gitattributes | 2 + arm/add_equal_noise_experiment_results.csv | 96 +++++++++++++ arm/flip_by_distance_experiment_results.csv | 96 +++++++++++++ ...p_labels_asymmetric_experiment_results.csv | 120 ++++++++++++++++ arm/noisy_labels_exact_experiment_results.csv | 129 ++++++++++++++++++ arm/run_arm.sh | 4 +- arm/stochastic_experiment_results.csv | 120 ++++++++++++++++ ...p_labels_asymmetric_experiment_results.csv | 61 +++++++++ maze/kill_dead.py | 20 +++ .../noisy_labels_exact_experiment_results.csv | 23 ++++ maze/run_experiment.py | 6 +- maze/run_maze.sh | 6 +- maze/stochastic_experiment_results.csv | 10 ++ 13 files changed, 685 insertions(+), 8 deletions(-) create mode 100644 .gitattributes create mode 100644 maze/flip_labels_asymmetric_experiment_results.csv create mode 100644 maze/kill_dead.py create mode 100644 maze/stochastic_experiment_results.csv diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..fc30f7d --- /dev/null +++ b/.gitattributes @@ -0,0 +1,2 @@ +*.zip filter=lfs diff=lfs merge=lfs -text +*.pth filter=lfs diff=lfs merge=lfs -text diff --git a/arm/add_equal_noise_experiment_results.csv b/arm/add_equal_noise_experiment_results.csv index f6b544f..74899f1 100755 --- a/arm/add_equal_noise_experiment_results.csv +++ b/arm/add_equal_noise_experiment_results.csv @@ -143,3 +143,99 @@ add_equal_noise,30,9999,27,49.274956748544504,52.12 add_equal_noise,30,42,27,28.86294854480888,31.84 add_equal_noise,30,Mean,Mean,38.3594059733718,40.959999999999994 add_equal_noise,30,STD,STD,10.710845979104253,10.710577948925073 +add_equal_noise,1,1111,20,55.07742745002441,59.0 +add_equal_noise,1,2222,20,56.57290164227621,59.48 +add_equal_noise,1,3333,20,56.56666128772726,59.8 +add_equal_noise,1,4444,20,56.54325004091242,59.64 +add_equal_noise,1,5555,20,52.00542102299816,54.8 +add_equal_noise,1,6666,20,55.14858936855973,58.08 +add_equal_noise,1,7777,20,56.54905454202584,59.96 +add_equal_noise,1,8888,20,56.744315259150966,60.0 +add_equal_noise,1,9999,20,57.17281756400413,60.68 +add_equal_noise,1,42,20,56.06996948860461,60.24 +add_equal_noise,1,Mean,Mean,55.84504076662837,59.16799999999999 +add_equal_noise,1,STD,STD,1.4308348092393814,1.6051716419124786 +add_equal_noise,2,1111,21,55.48716231429126,60.0 +add_equal_noise,2,2222,21,57.09505460116806,59.64 +add_equal_noise,2,3333,21,56.82645254739041,60.28 +add_equal_noise,2,4444,21,56.33237217629894,60.24 +add_equal_noise,2,5555,21,52.4685592926412,56.48 +add_equal_noise,2,6666,21,57.13824192686301,59.64 +add_equal_noise,2,7777,21,55.717903129308205,59.76 +add_equal_noise,2,8888,21,56.45779890883622,59.96 +add_equal_noise,2,9999,21,57.66676683180243,61.04 +add_equal_noise,2,42,21,56.957595540934264,61.16 +add_equal_noise,2,Mean,Mean,56.21479072695339,59.81999999999999 +add_equal_noise,2,STD,STD,1.39804217085522,1.2226201372462344 +add_equal_noise,5,1111,22,56.64219176119621,60.16 +add_equal_noise,5,2222,22,57.06821908273351,60.04 +add_equal_noise,5,3333,22,55.937436851007924,59.2 +add_equal_noise,5,4444,22,54.34178817503598,56.52 +add_equal_noise,5,5555,22,55.66570100293452,58.4 +add_equal_noise,5,6666,22,56.64875918093341,59.48 +add_equal_noise,5,7777,22,56.50839200206606,60.48 +add_equal_noise,5,8888,22,56.83624011063557,60.2 +add_equal_noise,5,9999,22,57.37915775375486,60.76 +add_equal_noise,5,42,22,51.80180652333606,54.68 +add_equal_noise,5,Mean,Mean,55.8829692443634,58.992 +add_equal_noise,5,STD,STD,1.5870548104967461,1.8600473112262486 +add_equal_noise,10,1111,23,53.79745284750662,57.92 +add_equal_noise,10,2222,23,53.71131393220068,56.52 +add_equal_noise,10,3333,23,53.676774479809424,56.96 +add_equal_noise,10,4444,23,52.7840409932593,55.72 +add_equal_noise,10,5555,23,55.07404408879713,58.12 +add_equal_noise,10,6666,23,55.12385008394462,58.32 +add_equal_noise,10,7777,23,51.03210492766251,54.24 +add_equal_noise,10,8888,23,55.19025454599735,58.2 +add_equal_noise,10,9999,23,53.38318728512897,56.48 +add_equal_noise,10,42,23,52.536941538951304,55.0 +add_equal_noise,10,Mean,Mean,53.63099647232578,56.748000000000005 +add_equal_noise,10,STD,STD,1.2453302674209938,1.356707779884821 +add_equal_noise,15,1111,24,50.49872450219606,54.64 +add_equal_noise,15,2222,24,53.29462336478129,55.84 +add_equal_noise,15,3333,24,53.32802927217904,56.28 +add_equal_noise,15,4444,24,47.48327594111811,49.28 +add_equal_noise,15,5555,24,51.516754464972564,54.56 +add_equal_noise,15,6666,24,51.23632563568749,53.36 +add_equal_noise,15,7777,24,51.33291468483715,54.28 +add_equal_noise,15,8888,24,52.82236263348713,56.04 +add_equal_noise,15,9999,24,52.25085627853163,55.44 +add_equal_noise,15,42,24,48.161382580400435,53.36 +add_equal_noise,15,Mean,Mean,51.19252493581909,54.30800000000001 +add_equal_noise,15,STD,STD,1.9055208322943404,1.943444365038526 +add_equal_noise,20,1111,25,45.53416519098609,49.64 +add_equal_noise,20,2222,25,28.489432483517565,30.2 +add_equal_noise,20,3333,25,49.17360306575846,51.04 +add_equal_noise,20,4444,25,46.35068573902711,48.24 +add_equal_noise,20,5555,25,42.01244849420164,44.24 +add_equal_noise,20,6666,25,46.470214855924944,47.92 +add_equal_noise,20,7777,25,51.81859739646653,54.84 +add_equal_noise,20,8888,25,48.60683861809462,51.48 +add_equal_noise,20,9999,25,47.91247056384488,49.88 +add_equal_noise,20,42,25,48.11503759512705,51.4 +add_equal_noise,20,Mean,Mean,45.44834940029488,47.888 +add_equal_noise,20,STD,STD,6.155426953794798,6.456297390919969 +add_equal_noise,25,1111,26,37.12576858993212,39.52 +add_equal_noise,25,2222,26,50.37583224967362,52.6 +add_equal_noise,25,3333,26,42.003112713586425,44.6 +add_equal_noise,25,4444,26,44.190063399492786,46.32 +add_equal_noise,25,5555,26,42.66780303450209,44.56 +add_equal_noise,25,6666,26,52.82806742994221,55.4 +add_equal_noise,25,7777,26,40.64433730252303,44.16 +add_equal_noise,25,8888,26,51.11022797058106,54.0 +add_equal_noise,25,9999,26,49.44391802684404,52.04 +add_equal_noise,25,42,26,40.70820221715795,43.64 +add_equal_noise,25,Mean,Mean,45.10973329342353,47.684000000000005 +add_equal_noise,25,STD,STD,5.114806064962422,5.090428665643002 +add_equal_noise,30,1111,27,30.00208454676661,32.12 +add_equal_noise,30,2222,27,44.341151378508286,45.8 +add_equal_noise,30,3333,27,46.49386791802149,49.56 +add_equal_noise,30,4444,27,34.642714606263304,36.84 +add_equal_noise,30,5555,27,45.132592905291084,47.96 +add_equal_noise,30,6666,27,44.60409500908004,46.4 +add_equal_noise,30,7777,27,13.816031921095512,16.8 +add_equal_noise,30,8888,27,46.42361615533826,50.16 +add_equal_noise,30,9999,27,49.274956748544504,52.12 +add_equal_noise,30,42,27,28.86294854480888,31.84 +add_equal_noise,30,Mean,Mean,38.3594059733718,40.959999999999994 +add_equal_noise,30,STD,STD,10.710845979104253,10.710577948925073 diff --git a/arm/flip_by_distance_experiment_results.csv b/arm/flip_by_distance_experiment_results.csv index 49b44d9..e666571 100755 --- a/arm/flip_by_distance_experiment_results.csv +++ b/arm/flip_by_distance_experiment_results.csv @@ -143,3 +143,99 @@ flip_by_distance,30,9999,37,45.678358389020325,47.96 flip_by_distance,30,42,37,6.148405365962921,6.36 flip_by_distance,30,Mean,Mean,21.132366633002988,22.772000000000002 flip_by_distance,30,STD,STD,12.116147048253948,12.40310993259352 +flip_by_distance,1,1111,30,55.63026345998803,59.2 +flip_by_distance,1,2222,30,56.86022327729334,59.48 +flip_by_distance,1,3333,30,57.41114813160815,60.84 +flip_by_distance,1,4444,30,54.474436080982954,57.04 +flip_by_distance,1,5555,30,56.30582689322187,59.68 +flip_by_distance,1,6666,30,56.564959194933984,60.04 +flip_by_distance,1,7777,30,56.87275739036748,59.96 +flip_by_distance,1,8888,30,57.17156529472269,60.64 +flip_by_distance,1,9999,30,58.07481535259788,61.68 +flip_by_distance,1,42,30,55.03626867446879,59.96 +flip_by_distance,1,Mean,Mean,56.44022637501852,59.852 +flip_by_distance,1,STD,STD,1.0506187415770585,1.1617986056111451 +flip_by_distance,2,1111,31,55.10577811338373,59.08 +flip_by_distance,2,2222,31,57.677416351540664,60.48 +flip_by_distance,2,3333,31,56.55025502203404,59.88 +flip_by_distance,2,4444,31,55.240273951271305,57.92 +flip_by_distance,2,5555,31,55.93723150504712,59.52 +flip_by_distance,2,6666,31,56.37220950953396,59.0 +flip_by_distance,2,7777,31,55.353436017811426,59.36 +flip_by_distance,2,8888,31,56.39710450837013,59.36 +flip_by_distance,2,9999,31,55.39586191947961,58.76 +flip_by_distance,2,42,31,56.335548202993756,60.68 +flip_by_distance,2,Mean,Mean,56.03651151014657,59.403999999999996 +flip_by_distance,2,STD,STD,0.7533779892605775,0.7690929722731833 +flip_by_distance,5,1111,32,54.498746524948174,57.96 +flip_by_distance,5,2222,32,55.79859343769648,58.76 +flip_by_distance,5,3333,32,54.885943859032785,58.2 +flip_by_distance,5,4444,32,34.785139766976705,36.84 +flip_by_distance,5,5555,32,47.96577405989624,50.6 +flip_by_distance,5,6666,32,55.279930972438876,57.68 +flip_by_distance,5,7777,32,54.381993056134085,58.76 +flip_by_distance,5,8888,32,55.50320593728406,59.08 +flip_by_distance,5,9999,32,55.837757912933725,59.04 +flip_by_distance,5,42,32,54.115540482085976,57.44 +flip_by_distance,5,Mean,Mean,52.305262600942704,55.436 +flip_by_distance,5,STD,STD,6.233814600655181,6.637962337946788 +flip_by_distance,10,1111,33,51.52651805594056,54.64 +flip_by_distance,10,2222,33,54.107929412271545,57.04 +flip_by_distance,10,3333,33,51.52478241241265,54.64 +flip_by_distance,10,4444,33,14.809500401011595,16.08 +flip_by_distance,10,5555,33,48.519091257268386,51.2 +flip_by_distance,10,6666,33,53.634831090996926,56.64 +flip_by_distance,10,7777,33,53.668557787745506,57.0 +flip_by_distance,10,8888,33,54.2615326289749,56.52 +flip_by_distance,10,9999,33,51.70754706840572,54.8 +flip_by_distance,10,42,33,46.533448075440404,50.32 +flip_by_distance,10,Mean,Mean,48.02937381904681,50.888 +flip_by_distance,10,STD,STD,11.327067815648737,11.813061245926054 +flip_by_distance,15,1111,34,23.35784274029288,25.36 +flip_by_distance,15,2222,34,49.37674305129533,51.96 +flip_by_distance,15,3333,34,50.10637610220232,53.12 +flip_by_distance,15,4444,34,28.524726876767147,29.88 +flip_by_distance,15,5555,34,48.812459689366285,51.04 +flip_by_distance,15,6666,34,52.804825255906685,55.72 +flip_by_distance,15,7777,34,47.69240293762892,51.64 +flip_by_distance,15,8888,34,49.8080733775883,53.0 +flip_by_distance,15,9999,34,49.057211284063186,51.88 +flip_by_distance,15,42,34,45.567028024009886,49.64 +flip_by_distance,15,Mean,Mean,44.5107689339121,47.324 +flip_by_distance,15,STD,STD,9.514485352017797,10.015307484046609 +flip_by_distance,20,1111,35,18.243028988591995,19.12 +flip_by_distance,20,2222,35,43.25895051730613,45.0 +flip_by_distance,20,3333,35,46.75658120646769,48.64 +flip_by_distance,20,4444,35,3.301263671599265,3.64 +flip_by_distance,20,5555,35,21.335375339920358,24.68 +flip_by_distance,20,6666,35,44.06424593393088,45.76 +flip_by_distance,20,7777,35,28.994502573252667,30.6 +flip_by_distance,20,8888,35,48.40178809425468,51.84 +flip_by_distance,20,9999,35,46.09286321192388,49.28 +flip_by_distance,20,42,35,11.19510818240552,11.56 +flip_by_distance,20,Mean,Mean,31.16437077196531,33.01199999999999 +flip_by_distance,20,STD,STD,15.871968515153142,16.615443900179134 +flip_by_distance,25,1111,36,21.38522864865242,22.96 +flip_by_distance,25,2222,36,10.333956711029677,10.52 +flip_by_distance,25,3333,36,22.58156803789435,23.44 +flip_by_distance,25,4444,36,11.484825053024645,16.52 +flip_by_distance,25,5555,36,23.17718368982097,24.68 +flip_by_distance,25,6666,36,44.39502994768464,46.16 +flip_by_distance,25,7777,36,18.26110523248109,20.2 +flip_by_distance,25,8888,36,30.170760012552417,32.64 +flip_by_distance,25,9999,36,44.65178776267772,47.04 +flip_by_distance,25,42,36,14.177597835927658,15.6 +flip_by_distance,25,Mean,Mean,24.061904293174557,25.976 +flip_by_distance,25,STD,STD,11.674006971751844,11.755974821340848 +flip_by_distance,30,1111,37,12.07950829045575,16.92 +flip_by_distance,30,2222,37,24.042314544392582,24.92 +flip_by_distance,30,3333,37,40.93315155628096,42.76 +flip_by_distance,30,4444,37,13.3765958668018,14.56 +flip_by_distance,30,5555,37,18.10959546813012,19.72 +flip_by_distance,30,6666,37,21.616934349639713,23.84 +flip_by_distance,30,7777,37,13.02190509519197,13.36 +flip_by_distance,30,8888,37,16.31689740415373,17.32 +flip_by_distance,30,9999,37,45.678358389020325,47.96 +flip_by_distance,30,42,37,6.148405365962921,6.36 +flip_by_distance,30,Mean,Mean,21.132366633002988,22.772000000000002 +flip_by_distance,30,STD,STD,12.116147048253948,12.40310993259352 diff --git a/arm/flip_labels_asymmetric_experiment_results.csv b/arm/flip_labels_asymmetric_experiment_results.csv index c7f1bdc..453e225 100755 --- a/arm/flip_labels_asymmetric_experiment_results.csv +++ b/arm/flip_labels_asymmetric_experiment_results.csv @@ -104,3 +104,123 @@ flip_labels_asymmetric,0.3,6666,43,49.937596449396565,52.0 flip_labels_asymmetric,0.3,7777,43,43.50988291038075,45.4 flip_labels_asymmetric,0.3,8888,43,53.32928644167351,56.04 flip_labels_asymmetric,0.3,9999,43,44.90018980074591,47.04 +flip_labels_asymmetric,0.05,1111,40,56.33069389898124,60.32 +flip_labels_asymmetric,0.05,2222,40,57.02080653951346,59.32 +flip_labels_asymmetric,0.05,3333,40,56.263934483139906,59.68 +flip_labels_asymmetric,0.05,4444,40,36.14628288281115,37.64 +flip_labels_asymmetric,0.05,5555,40,57.54152910582062,60.72 +flip_labels_asymmetric,0.05,6666,40,55.56791483016377,57.92 +flip_labels_asymmetric,0.05,7777,40,53.15883681239083,55.64 +flip_labels_asymmetric,0.05,8888,40,56.34269747557423,59.36 +flip_labels_asymmetric,0.05,9999,40,56.45153959271037,59.84 +flip_labels_asymmetric,0.05,42,40,57.449316649891905,61.32 +flip_labels_asymmetric,0.05,Mean,Mean,54.22735522709976,57.176 +flip_labels_asymmetric,0.05,STD,STD,6.140240389998528,6.685200370968698 +flip_labels_asymmetric,0.1,1111,41,55.216837498072024,59.16 +flip_labels_asymmetric,0.1,2222,41,55.566177255383984,58.04 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+2,8 @@ export CUDA_VISIBLE_DEVICES=0 -python run_experiment.py -# python main.py --seed 2222 --trial_id 52 --noisy_method noisy_labels_exact --parameter 0.2 +# python run_experiment.py +python main.py --seed 1234 --trial_id 52 --noisy_method noisy_labels_exact --parameter 0.2 # 设置噪声方法和对应的参数列表 # declare -A noisy_methods # noisy_methods["stochastic"]='0.05 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9' diff --git a/arm/stochastic_experiment_results.csv b/arm/stochastic_experiment_results.csv index 62332b6..4a178ef 100755 --- a/arm/stochastic_experiment_results.csv +++ b/arm/stochastic_experiment_results.csv @@ -179,3 +179,123 @@ stochastic,0.9,9999,19,17.78104719641309,18.36 stochastic,0.9,42,19,2.996764898397776,3.44 stochastic,0.9,Mean,Mean,10.346289702472555,11.18 stochastic,0.9,STD,STD,4.1348299223088745,4.269079526080534 +stochastic,0.05,1111,10,51.544186642815205,55.8 +stochastic,0.05,2222,10,56.491483415851334,59.2 +stochastic,0.05,3333,10,57.332594017508534,60.64 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b/maze/flip_labels_asymmetric_experiment_results.csv new file mode 100644 index 0000000..466d309 --- /dev/null +++ b/maze/flip_labels_asymmetric_experiment_results.csv @@ -0,0 +1,61 @@ +Method,Parameter,Seed,Trial ID,QD Score,Coverage +flip_labels_asymmetric,0.05,1111,40,22.6780354385376,26.2 +flip_labels_asymmetric,0.05,2222,40,23.340803494119644,26.6 +flip_labels_asymmetric,0.05,3333,40,22.09724788379669,25.2 +flip_labels_asymmetric,0.05,4444,40,20.641540649700165,25.08 +flip_labels_asymmetric,0.05,Mean,Mean,22.189406866538523,25.77 +flip_labels_asymmetric,0.05,STD,STD,0.9960992895676284,0.647070320753472 +flip_labels_asymmetric,0.1,1111,41,21.96063276195526,24.8 +flip_labels_asymmetric,0.1,2222,41,25.037990947389602,30.36 +flip_labels_asymmetric,0.1,3333,41,23.637136798477172,26.56 +flip_labels_asymmetric,0.1,4444,41,20.55577790622711,23.68 +flip_labels_asymmetric,0.1,Mean,Mean,22.797884603512284,26.35 +flip_labels_asymmetric,0.1,STD,STD,1.6919259563316036,2.532567866810285 +flip_labels_asymmetric,0.2,1111,42,20.80335429639816,23.44 +flip_labels_asymmetric,0.2,2222,42,20.15028725118637,27.76 +flip_labels_asymmetric,0.2,3333,42,20.56270293445587,25.48 +flip_labels_asymmetric,0.2,4444,42,, +flip_labels_asymmetric,0.2,Mean,Mean,20.505448160680135,25.560000000000002 +flip_labels_asymmetric,0.2,STD,STD,0.26966982679503737,1.7645396000090225 +flip_labels_asymmetric,0.3,1111,43,, +flip_labels_asymmetric,0.3,2222,43,, +flip_labels_asymmetric,0.3,3333,43,, +flip_labels_asymmetric,0.3,4444,43,, +flip_labels_asymmetric,0.3,Mean,Mean,, +flip_labels_asymmetric,0.3,STD,STD,, +flip_labels_asymmetric,0.4,1111,44,, +flip_labels_asymmetric,0.4,2222,44,, +flip_labels_asymmetric,0.4,3333,44,, +flip_labels_asymmetric,0.4,4444,44,, +flip_labels_asymmetric,0.4,Mean,Mean,, +flip_labels_asymmetric,0.4,STD,STD,, +flip_labels_asymmetric,0.5,1111,45,, +flip_labels_asymmetric,0.5,2222,45,, +flip_labels_asymmetric,0.5,3333,45,, +flip_labels_asymmetric,0.5,4444,45,, +flip_labels_asymmetric,0.5,Mean,Mean,, +flip_labels_asymmetric,0.5,STD,STD,, +flip_labels_asymmetric,0.6,1111,46,, +flip_labels_asymmetric,0.6,2222,46,, +flip_labels_asymmetric,0.6,3333,46,, +flip_labels_asymmetric,0.6,4444,46,, +flip_labels_asymmetric,0.6,Mean,Mean,, +flip_labels_asymmetric,0.6,STD,STD,, +flip_labels_asymmetric,0.7,1111,47,, +flip_labels_asymmetric,0.7,2222,47,, +flip_labels_asymmetric,0.7,3333,47,, +flip_labels_asymmetric,0.7,4444,47,, +flip_labels_asymmetric,0.7,Mean,Mean,, +flip_labels_asymmetric,0.7,STD,STD,, +flip_labels_asymmetric,0.8,1111,48,, +flip_labels_asymmetric,0.8,2222,48,, +flip_labels_asymmetric,0.8,3333,48,, +flip_labels_asymmetric,0.8,4444,48,, +flip_labels_asymmetric,0.8,Mean,Mean,, +flip_labels_asymmetric,0.8,STD,STD,, +flip_labels_asymmetric,0.9,1111,49,, +flip_labels_asymmetric,0.9,2222,49,, +flip_labels_asymmetric,0.9,3333,49,, +flip_labels_asymmetric,0.9,4444,49,, +flip_labels_asymmetric,0.9,Mean,Mean,, +flip_labels_asymmetric,0.9,STD,STD,, diff --git a/maze/kill_dead.py b/maze/kill_dead.py new file mode 100644 index 0000000..7ae2b83 --- /dev/null +++ b/maze/kill_dead.py @@ -0,0 +1,20 @@ +import psutil + +# 假设你已经知道某个子进程的PID +child_pid = 3654792 # 这里替换为你的子进程 PID + +# 获取子进程的对象 +child_process = psutil.Process(child_pid) + +# 获取父进程的PID +parent_pid = child_process.ppid() + +# 获取父进程的所有子进程 +parent_process = psutil.Process(parent_pid) +for child in parent_process.children(recursive=True): + print(f"Terminating child process {child.pid}") + child.terminate() # 或者使用 child.kill() 强制终止 + +# 如果需要,终止父进程本身 +print(f"Terminating parent process {parent_pid}") +parent_process.terminate() # 或者使用 parent_process.kill() 强制终止 diff --git a/maze/noisy_labels_exact_experiment_results.csv b/maze/noisy_labels_exact_experiment_results.csv index 8fafb72..a3dc716 100644 --- a/maze/noisy_labels_exact_experiment_results.csv +++ b/maze/noisy_labels_exact_experiment_results.csv @@ -32,3 +32,26 @@ noisy_labels_exact,0.5,4444,55,17.20326797590256,27.72 noisy_labels_exact,0.5,Mean,Mean,17.77602465724945,24.02 noisy_labels_exact,0.5,STD,STD,0.9266755384909506,2.4797580527140144 noisy_labels_exact,0.6,1111,56,16.03480915374756,22.56 +noisy_labels_exact,0.6,2222,56,19.974314632415773,23.16 +noisy_labels_exact,0.6,3333,56,17.262954896354675,19.8 +noisy_labels_exact,0.6,4444,56,18.318219445800782,24.72 +noisy_labels_exact,0.6,Mean,Mean,17.897574532079695,22.56 +noisy_labels_exact,0.6,STD,STD,1.4458931949269234,1.7778638868034857 +noisy_labels_exact,0.7,1111,57,16.090573849868775,20.92 +noisy_labels_exact,0.7,2222,57,14.001382857847213,17.64 +noisy_labels_exact,0.7,3333,57,18.036289942383767,24.12 +noisy_labels_exact,0.7,4444,57,18.245276233649253,27.88 +noisy_labels_exact,0.7,Mean,Mean,16.59338072093725,22.64 +noisy_labels_exact,0.7,STD,STD,1.7162468847830745,3.794944004856988 +noisy_labels_exact,0.8,1111,58,16.25045900554657,22.0 +noisy_labels_exact,0.8,2222,58,17.632033782577516,20.16 +noisy_labels_exact,0.8,3333,58,17.68691760292053,29.6 +noisy_labels_exact,0.8,4444,58,15.438245297592879,25.0 +noisy_labels_exact,0.8,Mean,Mean,16.751913922159375,24.189999999999998 +noisy_labels_exact,0.8,STD,STD,0.9521062362342951,3.5693556841536545 +noisy_labels_exact,0.9,1111,59,14.59033992228508,19.96 +noisy_labels_exact,0.9,2222,59,, +noisy_labels_exact,0.9,3333,59,, +noisy_labels_exact,0.9,4444,59,, +noisy_labels_exact,0.9,Mean,Mean,14.59033992228508,19.96 +noisy_labels_exact,0.9,STD,STD,0.0,0.0 diff --git a/maze/run_experiment.py b/maze/run_experiment.py index 834f55e..a4d80c4 100644 --- a/maze/run_experiment.py +++ b/maze/run_experiment.py @@ -6,17 +6,17 @@ # 实验设置 noisy_methods = { - "noisy_labels_exact": [0.05, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9], + # "noisy_labels_exact": [0.05, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9], "stochastic": [0.05, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9], # "add_equal_noise": [1, 2, 5, 10, 15, 20, 25, 30], # "flip_by_distance": [1, 2, 5, 10, 15, 20, 25, 30], - # "flip_labels_asymmetric": [0.05, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9] + # "flip_labels_asymmetric": [0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9] } base_trial_ids = { "stochastic": 10, "add_equal_noise": 20, "flip_by_distance": 30, - "flip_labels_asymmetric": 40, + "flip_labels_asymmetric": 43, "noisy_labels_exact": 50 } seeds = ["1111", "2222", "3333", "4444"] diff --git a/maze/run_maze.sh b/maze/run_maze.sh index 4a49fdc..a3972a3 100755 --- a/maze/run_maze.sh +++ b/maze/run_maze.sh @@ -1,7 +1,7 @@ #!/bin/bash -export CUDA_VISIBLE_DEVICES=1 +export CUDA_VISIBLE_DEVICES=0 -# python main.py --seed 1111 --trial_id 50 --noisy_method stochastic --parameter 0.05 +python main.py --seed 1234 --trial_id 10 --noisy_method stochastic --parameter 0.05 -python run_experiment.py \ No newline at end of file +# python run_experiment.py \ No newline at end of file diff --git a/maze/stochastic_experiment_results.csv b/maze/stochastic_experiment_results.csv new file mode 100644 index 0000000..228fc84 --- /dev/null +++ b/maze/stochastic_experiment_results.csv @@ -0,0 +1,10 @@ +Method,Parameter,Seed,Trial ID,QD Score,Coveragestochastic,0.05,1111,10,, +stochastic,0.05,1111,10,, +stochastic,0.05,2222,10,, +stochastic,0.05,3333,10,, +stochastic,0.05,4444,10,, +stochastic,0.05,Mean,Mean,, +stochastic,0.05,STD,STD,, +stochastic,0.1,1111,11,, +stochastic,0.1,2222,11,, +stochastic,0.1,3333,11,, From c863e167f08d7522ae17f807b4802fd1ae6c6f6f Mon Sep 17 00:00:00 2001 From: Johnny221B Date: Fri, 18 Apr 2025 14:45:14 +0800 Subject: [PATCH 09/20] check --- RIME0/check.py | 3 +++ 1 file changed, 3 insertions(+) create mode 100644 RIME0/check.py diff --git a/RIME0/check.py b/RIME0/check.py new file mode 100644 index 0000000..71957ea --- /dev/null +++ b/RIME0/check.py @@ -0,0 +1,3 @@ +""" +Hello world +""" \ No newline at end of file From fc49998bbb074393584e322c092fccbbff84a8a9 Mon Sep 17 00:00:00 2001 From: Johnny221B Date: Mon, 21 Apr 2025 15:01:36 +0800 Subject: [PATCH 10/20] update ignore --- .gitignore | 1 + 1 file changed, 1 insertion(+) diff --git a/.gitignore b/.gitignore index cb741e3..f2d99ef 100644 --- a/.gitignore +++ b/.gitignore @@ -28,6 +28,7 @@ venv.bak/ # Local outputs logs/ lsi/models/ +robust_logs/ *.pth *.zip From f5fc9e0e7be640e72e58a8a3505e8c13dc0468e3 Mon Sep 17 00:00:00 2001 From: Johnny221B Date: Tue, 22 Apr 2025 14:07:44 +0800 Subject: [PATCH 11/20] update ignore --- .gitignore | 2 ++ 1 file changed, 2 insertions(+) diff --git a/.gitignore b/.gitignore index f2d99ef..aabd7e9 100644 --- a/.gitignore +++ b/.gitignore @@ -29,6 +29,8 @@ venv.bak/ logs/ lsi/models/ robust_logs/ +reweight_logs/ +truncated_logs/ *.pth *.zip From 97e67007e62882aa2f403f174ae0841f1be1c945 Mon Sep 17 00:00:00 2001 From: Johnny221B Date: Tue, 22 Apr 2025 14:11:02 +0800 Subject: [PATCH 12/20] update arm --- ...=1000)|online|fixed_gtheatmap_00000100.png | Bin 0 -> 68285 bytes ...=1000)|online|fixed_gtheatmap_00000200.png | Bin 0 -> 70484 bytes 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b/arm/label_smoothing_logs/noisy_labels_exact_30.0_trial54_3333/qdhf(n=1000)|online|fixed_heatmap_00000900.png new file mode 100644 index 0000000..e69de29 diff --git a/arm/label_smoothing_logs/noisy_labels_exact_30.0_trial54_3333/qdhf(n=1000)|online|fixed_heatmap_00001000.png b/arm/label_smoothing_logs/noisy_labels_exact_30.0_trial54_3333/qdhf(n=1000)|online|fixed_heatmap_00001000.png new file mode 100644 index 0000000..e69de29 diff --git a/arm/label_smoothing_logs/noisy_labels_exact_30.0_trial54_3333/qdhf(n=1000)|online|fixed_summary.csv b/arm/label_smoothing_logs/noisy_labels_exact_30.0_trial54_3333/qdhf(n=1000)|online|fixed_summary.csv new file mode 100644 index 0000000..e69de29 diff --git a/arm/main.py b/arm/main.py index c1c6c17..63e26ac 100755 --- a/arm/main.py +++ b/arm/main.py @@ -225,7 +225,8 @@ def run_experiment( online_finetune=False, incre_bounds=False, noisy_method=None, - parameter=None + parameter=None, + robust_loss=None ): algorithm = "map_elites" device = "cpu" @@ -235,7 +236,7 @@ def run_experiment( torch.manual_seed(seed) # Create a directory for this specific trial. - num_parameter = 100* parameter + num_parameter = str(100* parameter) s_logdir = os.path.join(outdir, f"{noisy_method}_{num_parameter}_trial{trial_id}_{seed}") logdir = Path(s_logdir) if not logdir.is_dir(): @@ -316,7 +317,8 @@ def run_experiment( latent_dim=2, seed=seed, noisy_method=noisy_method, - parameter=parameter + parameter=parameter, + robust_loss=robust_loss ) else: dis_embed = None @@ -352,7 +354,8 @@ def run_experiment( latent_dim=2, seed=seed, noisy_method=noisy_method, - parameter=parameter + parameter=parameter, + robust_loss=robust_loss ) # model, acc @@ -531,7 +534,7 @@ def arm_main( dim=10, init_pop=100, itrs=1000, - outdir="logs", + outdir='logs', log_freq=20, log_arch_freq=100, use_dis_embed=False, @@ -540,7 +543,8 @@ def arm_main( incre_bounds=False, noisy_method=None, parameter=None, - seed=None + seed=None, + robust_loss=None ): """Experimental tool for the planar robotic arm experiments.""" @@ -565,7 +569,8 @@ def arm_main( online_finetune=online_finetune, incre_bounds=incre_bounds, noisy_method=noisy_method, - parameter=parameter + parameter=parameter, + robust_loss=robust_loss ) @@ -581,6 +586,7 @@ def arm_main( parser.add_argument('--noisy_method', type=str, choices=['stochastic', 'add_equal_noise', 'flip_by_distance', 'flip_labels_asymmetric', 'noisy_labels_exact'], required=True) parser.add_argument('--parameter', type=float, required=True) + parser.add_argument('--robust_loss',type=str,required=True) parser.add_argument('--seed', type=int, required=True) args = parser.parse_args() # QD-GT @@ -601,6 +607,7 @@ def arm_main( # QDHF n_pref_data = 1000 + out_dir = f'{args.robust_loss}_logs' # arm_main( # method="qdhf", # trial_id=args.trial_id, @@ -614,10 +621,12 @@ def arm_main( arm_main( method="qdhf", trial_id=args.trial_id, + outdir=out_dir, use_dis_embed=True, n_pref_data=n_pref_data // 4, online_finetune=True, noisy_method=args.noisy_method, parameter=args.parameter, - seed=args.seed + seed=args.seed, + robust_loss=args.robust_loss ) diff --git a/arm/add_equal_noise_experiment_results.csv b/arm/raw_qdhf/add_equal_noise_experiment_results.csv similarity index 100% rename from arm/add_equal_noise_experiment_results.csv rename to arm/raw_qdhf/add_equal_noise_experiment_results.csv diff --git a/arm/experiment_results.csv b/arm/raw_qdhf/experiment_results.csv similarity index 100% rename from arm/experiment_results.csv rename to arm/raw_qdhf/experiment_results.csv diff --git a/arm/flip_by_distance_experiment_results.csv b/arm/raw_qdhf/flip_by_distance_experiment_results.csv similarity index 100% rename from arm/flip_by_distance_experiment_results.csv rename to arm/raw_qdhf/flip_by_distance_experiment_results.csv diff --git a/arm/flip_labels_asymmetric_experiment_results.csv b/arm/raw_qdhf/flip_labels_asymmetric_experiment_results.csv similarity index 100% rename from arm/flip_labels_asymmetric_experiment_results.csv rename to arm/raw_qdhf/flip_labels_asymmetric_experiment_results.csv diff --git a/arm/noisy_labels_exact_experiment_results.csv b/arm/raw_qdhf/noisy_labels_exact_experiment_results.csv similarity index 100% rename from arm/noisy_labels_exact_experiment_results.csv rename to arm/raw_qdhf/noisy_labels_exact_experiment_results.csv diff --git a/arm/stochastic_experiment_results.csv b/arm/raw_qdhf/stochastic_experiment_results.csv similarity index 100% rename from arm/stochastic_experiment_results.csv rename to arm/raw_qdhf/stochastic_experiment_results.csv diff --git a/arm/robust_loss.py b/arm/robust_loss.py new file mode 100644 index 0000000..5d62953 --- /dev/null +++ b/arm/robust_loss.py @@ -0,0 +1,75 @@ +import torch + +class RobustLossAgent: + def __init__(self, margin=0.05): + self.margin = margin + + def robust_loss(self, delta_dis, y, robust_loss, robust_parameter=None, epoch=0): + robust_parameter = robust_parameter or {} + + if robust_loss == 'reweight': + beta = robust_parameter.get("beta", 0.2) + return self.reweighted_triplet_loss(delta_dis, y, beta=beta) + + elif robust_loss == 'truncated': + alpha = robust_parameter.get("alpha", 0.05) + epsilon_max = robust_parameter.get("epsilon_max", 0.2) + return self.truncated_triplet_loss(delta_dis, y, epoch, alpha=alpha, epsilon_max=epsilon_max) + + elif robust_loss == 'label_smoothing': + alpha = robust_parameter.get("alpha", 0.05) + return self.label_smoothing_triplet_loss(delta_dis, y, alpha=alpha) + + else: + raise ValueError(f"unknown robust method: {robust_loss}") + + def reweighted_triplet_loss(self, delta_dis, y, beta=0.2, eps=1e-6): + pred = torch.sigmoid(delta_dis) + weight = pred ** beta + raw_loss = weight * torch.clamp(self.margin - y * delta_dis, min=0.0) + normalized_loss = raw_loss.sum() * (delta_dis.size(0) / (weight.sum() + eps)) + return normalized_loss + + def truncated_triplet_loss(self, delta_dis, y, epoch, alpha=0.1, epsilon_max=0.1): + loss_sample = torch.clamp(self.margin - y * delta_dis, min=0.0) + drop_rate = min(alpha * epoch, epsilon_max) + batch_size = loss_sample.size(0) + + if drop_rate > 0: + kth = int(batch_size * (1 - drop_rate)) + if kth <= 0: + loss_sample = torch.zeros_like(loss_sample) + else: + tau = torch.kthvalue(loss_sample, kth).values + keep_mask = (loss_sample <= tau) + loss_sample = loss_sample * keep_mask.float() + + return loss_sample.mean() + + + def smooth_labels(self, y, alpha, num_classes=2): + # 将 {-1, +1} 转为 {0, 1} + y_idx = ((y + 1) / 2).long() + + # 构建 smearing matrix M = (1 - α)I + (α / L) J + I = torch.eye(num_classes, device=y.device) + J = torch.ones((num_classes, num_classes), device=y.device) + M = (1 - alpha) * I + (alpha / num_classes) * J # shape: (L, L) + + # 使用 M 查表构造 soft label + soft_labels = M[y_idx] # shape: (batch_size, num_classes) + return soft_labels + + def label_smoothing_triplet_loss(self, delta_dis, y, alpha): + # 构造 soft_label 分布 + soft_labels = self.smooth_labels(y, alpha=alpha, num_classes=2) # shape: (B, 2) + + # 获取 soft 正负权重 + pos_weight = soft_labels[:, 1] # 对应标签 +1 的 soft 概率 + neg_weight = soft_labels[:, 0] # 对应标签 -1 的 soft 概率 + + # 相当于 y ∈ [-1, +1] 的 soft 版本 + y_smooth = pos_weight - neg_weight # shape: (B,) + + loss = torch.clamp(self.margin - y_smooth * delta_dis, min=0.0) + return loss.mean() diff --git a/arm/run_arm.sh b/arm/run_arm.sh index 34b17f8..9d0af85 100755 --- a/arm/run_arm.sh +++ b/arm/run_arm.sh @@ -3,7 +3,7 @@ export CUDA_VISIBLE_DEVICES=0 # python run_experiment.py -python main.py --seed 1234 --trial_id 52 --noisy_method noisy_labels_exact --parameter 0.2 +python main.py --seed 1111 --trial_id 54 --noisy_method noisy_labels_exact --parameter 0.3 --robust_loss label_smoothing # 设置噪声方法和对应的参数列表 # declare -A noisy_methods # noisy_methods["stochastic"]='0.05 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9' diff --git a/arm/run_experiment.py b/arm/run_experiment.py index 9302c3b..d8f2d2e 100755 --- a/arm/run_experiment.py +++ b/arm/run_experiment.py @@ -6,10 +6,10 @@ # 实验设置 noisy_methods = { - "noisy_labels_exact": [0.05, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9], - "stochastic": [0.05, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9], - "add_equal_noise": [1, 2, 5, 10, 15, 20, 25, 30], - "flip_by_distance": [1, 2, 5, 10, 15, 20, 25, 30], + # "noisy_labels_exact": [0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9] + # "stochastic": [0.05, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9], + # "add_equal_noise": [1, 2, 5, 10, 15, 20, 25, 30], + # "flip_by_distance": [1, 2, 5, 10, 15, 20, 25, 30], "flip_labels_asymmetric": [0.05, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9] } base_trial_ids = { @@ -23,8 +23,7 @@ # 主逻辑 for method, params in noisy_methods.items(): - # 为每种噪声方法生成不同的 CSV 文件路径 - csv_path = f"/mnt/nvme3n1/qdhf/arm/{method}_experiment_results.csv" + csv_path = f"/mnt/data6t/qdhf/arm/reweight_logs/{method}_experiment_results.csv" # 检查文件是否存在,如果存在则跳过创建 if os.path.exists(csv_path): diff --git a/arm/utils.py b/arm/utils.py index b97f37a..2326a78 100755 --- a/arm/utils.py +++ b/arm/utils.py @@ -4,6 +4,7 @@ import numpy as np import time from generate_noise import NoiseGenerator +from robust_loss import RobustLossAgent class DisEmbed(nn.Module): def __init__(self, input_dim, latent_dim): @@ -38,7 +39,7 @@ def triplet_delta_dis(self, ref, x1, x2): def fit_dis_embed( - inputs, gt_measures, latent_dim, batch_size=32, seed=None, device="cpu", noisy_method=None, parameter=None + inputs, gt_measures, latent_dim, batch_size=32, seed=None, device="cpu", noisy_method=None, parameter=None, robust_loss=None ): # 这个函数使用 triplet-based contrastive learning,训练一个模型在嵌入空间中表示“人类感知下的多样性” # inputs是随机产生的角度 @@ -108,7 +109,11 @@ def fit_dis_embed( gt_noise = noise_gen.generate_noise( gt, gt_dis, noisy_method=noisy_method, parameter=parameter) - loss = loss_fn(gt_noise, delta_dis) + # loss = loss_fn(gt_noise, delta_dis) + loss_agent = RobustLossAgent(margin=0.05) + + # 使用 Reweighted loss + loss = loss_agent.robust_loss(delta_dis, gt_noise, robust_loss, epoch=epoch) loss.backward() optimizer.step() From f5bc68d1101b0a4e3de561e1256100c4647473f2 Mon Sep 17 00:00:00 2001 From: Johnny221B Date: Tue, 22 Apr 2025 14:12:30 +0800 Subject: [PATCH 13/20] update ignore --- .gitignore | 1 + 1 file changed, 1 insertion(+) diff --git a/.gitignore b/.gitignore index aabd7e9..557eb9e 100644 --- a/.gitignore +++ b/.gitignore @@ -31,6 +31,7 @@ lsi/models/ robust_logs/ reweight_logs/ truncated_logs/ +label_smoothing_logs/ *.pth *.zip From 60cf5baaf021433ffd585996ffb2121cbfe87d58 Mon Sep 17 00:00:00 2001 From: Johnny221B Date: Thu, 24 Apr 2025 14:22:56 +0800 Subject: [PATCH 14/20] update arm --- ...=1000)|online|fixed_gtheatmap_00000100.png | Bin 68285 -> 0 bytes ...=1000)|online|fixed_gtheatmap_00000200.png | Bin 70484 -> 0 bytes ...=1000)|online|fixed_gtheatmap_00000300.png | Bin 71314 -> 0 bytes ...=1000)|online|fixed_gtheatmap_00000400.png | Bin 71585 -> 0 bytes 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e69de29..0000000 diff --git a/arm/label_smoothing_logs/noisy_labels_exact_30.0_trial54_3333/qdhf(n=1000)|online|fixed_heatmap_00000900.png b/arm/label_smoothing_logs/noisy_labels_exact_30.0_trial54_3333/qdhf(n=1000)|online|fixed_heatmap_00000900.png deleted file mode 100644 index e69de29..0000000 diff --git a/arm/label_smoothing_logs/noisy_labels_exact_30.0_trial54_3333/qdhf(n=1000)|online|fixed_heatmap_00001000.png b/arm/label_smoothing_logs/noisy_labels_exact_30.0_trial54_3333/qdhf(n=1000)|online|fixed_heatmap_00001000.png deleted file mode 100644 index e69de29..0000000 diff --git a/arm/label_smoothing_logs/noisy_labels_exact_30.0_trial54_3333/qdhf(n=1000)|online|fixed_summary.csv b/arm/label_smoothing_logs/noisy_labels_exact_30.0_trial54_3333/qdhf(n=1000)|online|fixed_summary.csv deleted file mode 100644 index e69de29..0000000 diff --git a/arm/main.py b/arm/main.py index 63e26ac..bb6eda3 100755 --- a/arm/main.py +++ b/arm/main.py @@ -124,7 +124,7 @@ def create_optimizer( if method == "qd": assert gt_bounds is not None - objs, measures = evaluate_grasp(sols, method, metadata) + objs, measures = evaluate_grasp(sols, method, metadata, device) if archive_bounds is None: archive_bounds = gt_bounds elif method == "pca": @@ -226,10 +226,10 @@ def run_experiment( incre_bounds=False, noisy_method=None, parameter=None, - robust_loss=None + robust_loss=None, + device='cpu' ): algorithm = "map_elites" - device = "cpu" if seed is not None: np.random.seed(seed) @@ -308,7 +308,7 @@ def run_experiment( inputs = np.random.uniform( low=-np.pi, high=np.pi, size=(n_pref_data * 3, dim) ) - _, gt_measures = evaluate_grasp(inputs, method="qd") # gt_measure就是机械臂末端位置 + _, gt_measures = evaluate_grasp(inputs, method="qd", device=device) # gt_measure就是机械臂末端位置 dis_embed_data = inputs.reshape((n_pref_data, 3, dim)) dis_embed_gt_measures = gt_measures.reshape((n_pref_data, 3, 2)) dis_embed, dis_embed_acc = fit_dis_embed( @@ -318,7 +318,8 @@ def run_experiment( seed=seed, noisy_method=noisy_method, parameter=parameter, - robust_loss=robust_loss + robust_loss=robust_loss, + device=device ) else: dis_embed = None @@ -337,7 +338,7 @@ def run_experiment( additional_inputs = np.array(additional_inputs) _, additional_gt_measures = evaluate_grasp( additional_inputs.reshape(n_pref_data * 3, dim), - method="qd", + method="qd", device=device ) additional_gt_measures = additional_gt_measures.reshape( n_pref_data, 3, 2 @@ -355,7 +356,8 @@ def run_experiment( seed=seed, noisy_method=noisy_method, parameter=parameter, - robust_loss=robust_loss + robust_loss=robust_loss, + device=device ) # model, acc @@ -389,7 +391,7 @@ def run_experiment( # Optimizer(archive,emitters,init_archive=False) archive_bounds = metadata["archive_bounds"] - _objs, _gt_measures = evaluate_grasp(all_sols, method="qd") + _objs, _gt_measures = evaluate_grasp(all_sols, method="qd", device=device) for i in range(len(all_sols)): gt_archive_all.add(all_sols[i], _objs[i], _gt_measures[i]) @@ -400,7 +402,7 @@ def run_experiment( ) best = max(best, max(objs)) - _objs, _gt_measures = evaluate_grasp(sols, method="qd") + _objs, _gt_measures = evaluate_grasp(sols, method="qd", device=device) for i in range(len(sols)): gt_archive_all.add(sols[i], _objs[i], _gt_measures[i]) @@ -458,7 +460,7 @@ def run_experiment( gt_archive = GridArchive((50, 50), gt_archive_bounds, seed=seed) gt_archive.initialize(dim) sols = archive.data()[0] - objs, gt_measures = evaluate_grasp(sols, method="qd") + objs, gt_measures = evaluate_grasp(sols, method="qd",device=device) for i in range(len(sols)): gt_archive.add(sols[i], objs[i], gt_measures[i]) @@ -544,7 +546,8 @@ def arm_main( noisy_method=None, parameter=None, seed=None, - robust_loss=None + robust_loss=None, + device='cpu' ): """Experimental tool for the planar robotic arm experiments.""" @@ -570,7 +573,8 @@ def arm_main( incre_bounds=incre_bounds, noisy_method=noisy_method, parameter=parameter, - robust_loss=robust_loss + robust_loss=robust_loss, + device=device ) @@ -588,6 +592,9 @@ def arm_main( parser.add_argument('--parameter', type=float, required=True) parser.add_argument('--robust_loss',type=str,required=True) parser.add_argument('--seed', type=int, required=True) + parser.add_argument('--device', type=str, choices=['cpu', 'cuda'], default='cpu') + parser.add_argument('--cuda_index', type=int, default=0) + args = parser.parse_args() # QD-GT # arm_main(method="qd", trial_id=trial_id) @@ -605,9 +612,19 @@ def arm_main( # online_finetune=online_finetune, # ) + if args.device == 'cuda': + if torch.cuda.is_available(): + device = torch.device(f'cuda:{args.cuda_index}') + else: + print("⚠️ CUDA was requested but is not available. 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beta=beta) elif robust_loss == 'truncated': - alpha = robust_parameter.get("alpha", 0.05) - epsilon_max = robust_parameter.get("epsilon_max", 0.2) + alpha = 0.05 + epsilon_max = 0.2 return self.truncated_triplet_loss(delta_dis, y, epoch, alpha=alpha, epsilon_max=epsilon_max) elif robust_loss == 'label_smoothing': - alpha = robust_parameter.get("alpha", 0.05) + alpha = 0.05 return self.label_smoothing_triplet_loss(delta_dis, y, alpha=alpha) elif robust_loss == 'rDPO': @@ -30,9 +30,14 @@ def robust_loss(self, delta_dis, y, robust_loss, parameter, robust_parameter=Non return self.cDPO_triplet_loss(delta_dis, y, epsilon=epsilon) elif robust_loss == 'None': - loss_fn = lambda y, delta_dis: torch.max(torch.tensor([0.0]), 0.05 - y * delta_dis).mean() + loss_fn = lambda y, delta_dis: torch.max(torch.tensor([0.0], device=y.device), 0.05 - y * delta_dis).mean() + return loss_fn(y, delta_dis) + + elif robust_loss == 'robust_qdhf': + # beta = 0.2 + # return self.reweighted_triplet_loss(delta_dis, y, beta=beta) + loss_fn = lambda y, delta_dis: torch.max(torch.tensor([0.0], device=y.device), 0.05 - y * delta_dis).mean() return loss_fn(y, delta_dis) - else: raise ValueError(f"unknown robust method: {robust_loss}") diff --git a/arm/run_arm.sh b/arm/run_arm.sh index ebe838b..2b52f80 100755 --- a/arm/run_arm.sh +++ b/arm/run_arm.sh @@ -2,6 +2,6 @@ export CUDA_VISIBLE_DEVICES=0 -python run_experiment2.py --noise_type noisy_labels_exact --robust rDPO --device cuda +python run_experiment2.py --noise_type noisy_labels_exact --robust cDPO --device cuda # noisy_labels_exact stochastic flip_labels_asymmetric # source .venv/bin/activate \ No newline at end of file diff --git a/arm/run_experiment.py b/arm/run_experiment.py index bfafc1f..e4131f2 100755 --- a/arm/run_experiment.py +++ b/arm/run_experiment.py @@ -34,7 +34,7 @@ # 主逻辑 for method, params in noisy_methods.items(): - csv_path = f"/mnt/data6t/qdhf/arm/{args.robust}_logs/{method}_experiment_results.csv" + csv_path = f"/mnt/data6t/qdhf/arm/logs/{args.robust}_logs/{method}_experiment_results.csv" # 检查文件是否存在,如果存在则跳过创建 if os.path.exists(csv_path): diff --git a/arm/run_experiment2.py b/arm/run_experiment2.py index bfafc1f..e4131f2 100644 --- a/arm/run_experiment2.py +++ b/arm/run_experiment2.py @@ -34,7 +34,7 @@ # 主逻辑 for method, params in noisy_methods.items(): - csv_path = f"/mnt/data6t/qdhf/arm/{args.robust}_logs/{method}_experiment_results.csv" + csv_path = f"/mnt/data6t/qdhf/arm/logs/{args.robust}_logs/{method}_experiment_results.csv" # 检查文件是否存在,如果存在则跳过创建 if os.path.exists(csv_path): diff --git a/arm/run_simple.sh b/arm/run_simple.sh index 99c7498..6f207ce 100755 --- a/arm/run_simple.sh +++ b/arm/run_simple.sh @@ -3,5 +3,5 @@ # python run_experiment1.py # python main.py --seed 1111 --trial_id 53 --noisy_method noisy_labels_exact --parameter 0.3 --robust_loss label_smoothing -python main.py --seed 2222 --trial_id 53 --noisy_method noisy_labels_exact --parameter 0.3 --robust_loss ies --device cuda --cuda_index 1 +python main.py --seed 2222 --trial_id 53 --noisy_method noisy_labels_exact --parameter 0.3 --robust_loss robust_qdhf --device cuda --cuda_index 4 # python main.py --seed 5555 --trial_id 53 --noisy_method noisy_labels_exact --parameter 0.3 --robust_loss rDPO \ No newline at end of file diff --git a/arm/utils.py b/arm/utils.py index 1d27200..5a7f6f0 100755 --- a/arm/utils.py +++ b/arm/utils.py @@ -1,10 +1,12 @@ from sklearn.decomposition import PCA import torch +import copy from torch import nn import numpy as np import time from generate_noise import NoiseGenerator from robust_loss import RobustLossAgent, TripletCDRP, InstanceEarlyStopper +from evaluate import replace_sample class DisEmbed(nn.Module): def __init__(self, input_dim, latent_dim): @@ -39,11 +41,15 @@ def triplet_delta_dis(self, ref, x1, x2): def fit_dis_embed( - inputs, gt_measures, latent_dim, batch_size=32, seed=None, device="cpu", noisy_method=None, parameter=None, robust_loss=None + inputs, gt_measures, latent_dim, batch_size=32, seed=None, device="cpu", + noisy_method=None, parameter=None, robust_loss=None, itr=1, all_sols=None ): # 这个函数使用 triplet-based contrastive learning,训练一个模型在嵌入空间中表示“人类感知下的多样性” # inputs是随机产生的角度 # print(device) + # print(inputs.shape) (250, 3, 10) + # print(gt_measures.shape) (250, 3, 2) + itr = (itr-1)/500 t = time.time() model = DisEmbed(input_dim=inputs.shape[-1], latent_dim=latent_dim) model.to(device) @@ -80,101 +86,184 @@ def fit_dis_embed( ref_gt_val = ref_gt_measures[n_train:] x1_gt_val = x1_gt_measures[n_train:] x2_gt_val = x2_gt_measures[n_train:] - # ref_gt_val = ref_gt_train - # x1_gt_val = x1_gt_train - # x2_gt_val = x2_gt_train - - # if robust_loss == 'ies': - # early_stopper = InstanceEarlyStopper(num_samples=n_train, patience=3, delta=1e-3) - # best_acc = 0 - # counter = 0 + + gt_dis_all = np.sum( + (np.square(ref_gt_train - x1_gt_train) - np.square(ref_gt_train - x2_gt_train)), + axis=-1 + ) + gt_all = torch.tensor(gt_dis_all > 0, dtype=torch.float32) * 2 - 1 + noise_gen = NoiseGenerator() + gt_noise_all = noise_gen.generate_noise( + gt_all, gt_dis_all, noisy_method=noisy_method, parameter=parameter + ) val_acc = [] for epoch in range(1000): - if epoch < 100: - early_stopper = InstanceEarlyStopper(num_samples=n_train, patience=3, delta=1e-1) - else: - early_stopper = InstanceEarlyStopper(num_samples=n_train, patience=3, delta=5e-2) - if robust_loss == 'ies': - full_idx = np.arange(n_train) - active_idx = early_stopper.get_active_indices(full_idx) - - if len(active_idx) <= batch_size: - print("All triplets stopped early.") - break - - batch_idx = np.random.choice(active_idx, batch_size) - - batch_ref = torch.tensor(ref_train[batch_idx], dtype=torch.float32).to(device) - batch1 = torch.tensor(x1_train[batch_idx], dtype=torch.float32).to(device) - batch2 = torch.tensor(x2_train[batch_idx], dtype=torch.float32).to(device) - - ref_embed = model.forward(batch_ref) - x1_embed = model.forward(batch1) - x2_embed = model.forward(batch2) - - gt_dis = np.sum( - np.square(ref_gt_train[batch_idx] - x1_gt_train[batch_idx]) - - np.square(ref_gt_train[batch_idx] - x2_gt_train[batch_idx]), - axis=-1 - ) - gt = torch.tensor(gt_dis > 0, dtype=torch.float32) * 2 - 1 - noise_gen = NoiseGenerator() - gt_noise = noise_gen.generate_noise(gt, gt_dis, noisy_method=noisy_method, parameter=parameter).to(device) - - delta_dis = model.triplet_delta_dis(batch_ref, batch1, batch2) - loss_samplewise = torch.clamp(0.05 - gt_noise * delta_dis, min=0.0) # shape: (B,) - - # if epoch <= 3: - # print(f"Mean: {loss_samplewise.mean().item()}") - # print(f"Standard Deviation: {loss_samplewise.std().item()}") - # print(f"Max: {loss_samplewise.max().item()}") - # print(f"Min: {loss_samplewise.min().item()}") - - loss = loss_samplewise.mean() - - optimizer.zero_grad() - loss.backward() - optimizer.step() - - # 更新 IES 模块 - early_stopper.update(batch_idx, loss_samplewise.detach().cpu()) - else: - for _ in range(n_iters_per_epoch): - idx = np.random.choice(n_train, batch_size) - batch_ref = torch.tensor(ref_train[idx], dtype=torch.float32).to(device) - batch1 = torch.tensor(x1_train[idx], dtype=torch.float32).to(device) - batch2 = torch.tensor(x2_train[idx], dtype=torch.float32).to(device) + for _ in range(n_iters_per_epoch): + idx = np.random.choice(n_train, batch_size) + batch_ref = torch.tensor(ref_train[idx], dtype=torch.float32).to(device) + batch1 = torch.tensor(x1_train[idx], dtype=torch.float32).to(device) + batch2 = torch.tensor(x2_train[idx], dtype=torch.float32).to(device) + batch_gt_noise = gt_noise_all[idx].to(device) # .clone().detach() - optimizer.zero_grad() + # optimizer.zero_grad() - gt_dis = np.sum( - ( - np.square(ref_gt_train[idx] - x1_gt_train[idx]) - - np.square(ref_gt_train[idx] - x2_gt_train[idx]) - ), - -1, - ) + # gt_dis = np.sum( + # ( + # np.square(ref_gt_train[idx] - x1_gt_train[idx]) + # - np.square(ref_gt_train[idx] - x2_gt_train[idx]) + # ), + # -1, + # ) # print("abs(gt_dis) percentiles:",np.percentile(np.abs(gt_dis), [0, 5, 10, 20, 30, 50, 60, 70, 90, 100])) - noise_gen = NoiseGenerator() - gt = torch.tensor(gt_dis > 0, dtype=torch.float32) * 2 - 1 # 产生无噪声标签 - gt_noise = noise_gen.generate_noise( - gt, gt_dis, noisy_method=noisy_method, parameter=parameter) + # noise_gen = NoiseGenerator() + # gt = torch.tensor(gt_dis > 0, dtype=torch.float32) * 2 - 1 # 产生无噪声标签 + # gt_noise = noise_gen.generate_noise( + # gt, gt_dis, noisy_method=noisy_method, parameter=parameter) # loss = loss_fn(gt_noise, delta_dis) # 使用 Reweighted loss - if robust_loss == 'crdo': - ref_embed = model.forward(batch_ref).to(device) - x1_embed = model.forward(batch1).to(device) - x2_embed = model.forward(batch2).to(device) - triplet_loss_fn = TripletCDRP(gamma=5.0, eta=0.5, eps=0.01).to(device) - loss = triplet_loss_fn(ref_embed, x1_embed, x2_embed, gt_noise).to(device) - else: - loss_agent = RobustLossAgent(margin=0.05) - delta_dis = model.triplet_delta_dis(batch_ref, batch1, batch2) - loss = loss_agent.robust_loss(delta_dis, gt_noise, robust_loss, parameter, epoch, device).to(device) - loss.backward() - optimizer.step() + if robust_loss == 'crdo': + optimizer.zero_grad() + ref_embed = model.forward(batch_ref).to(device) + x1_embed = model.forward(batch1).to(device) + x2_embed = model.forward(batch2).to(device) + triplet_loss_fn = TripletCDRP(gamma=5.0, eta=0.5, eps=0.01).to(device) + loss = triplet_loss_fn(ref_embed, x1_embed, x2_embed, batch_gt_noise).to(device) + if robust_loss == 'robust_qdhf': + # model.eval() + delta_dis = model.triplet_delta_dis(batch_ref, batch1, batch2).detach() + signed_delta = delta_dis * batch_gt_noise + neg_mask = signed_delta < 0 + signed_delta_neg = signed_delta[neg_mask] + if signed_delta_neg.numel() > 0: + mean_neg = signed_delta_neg.mean() + std_neg = signed_delta_neg.std() + threshold1 = mean_neg - 3 * std_neg + threshold2 = mean_neg - 1 * std_neg + flip_mask = signed_delta <= threshold1 + replace_mask = (signed_delta > threshold1) & (signed_delta < threshold2) + keep_mask = signed_delta >= threshold2 + batch_gt_noise = batch_gt_noise.detach() + batch_gt_noise[flip_mask] = -batch_gt_noise[flip_mask] + for i in torch.where(replace_mask)[0]: + # with torch.no_grad(): + batch1[i], batch2[i], batch_gt_noise[i] = replace_sample( + batch_ref[i], batch1[i], batch2[i], + model=model, + device=device, + K=2, + noisy_method=noisy_method, + parameter=parameter, + all_sols=all_sols, + itr=itr + ) + # batch1[i] = b1.detach() + # batch2[i] = b2.detach() + # batch_gt_noise[i] = new_lbl.detach() + optimizer.zero_grad() + # model.train() + delta_dis = model.triplet_delta_dis(batch_ref, batch1, batch2) + loss_agent = RobustLossAgent(margin=0.05) + loss = loss_agent.robust_loss(delta_dis, batch_gt_noise, robust_loss, parameter, epoch, device).to(device) + # loss.backward() + # optimizer.step() + else: + optimizer.zero_grad() + loss_agent = RobustLossAgent(margin=0.05) + delta_dis = model.triplet_delta_dis(batch_ref, batch1, batch2) + loss = loss_agent.robust_loss(delta_dis, batch_gt_noise, robust_loss, parameter, epoch, device).to(device) + loss.backward() + optimizer.step() + # for epoch in range(1000): + # if epoch < 100: + # early_stopper = InstanceEarlyStopper(num_samples=n_train, patience=5, delta=1e-1) + # else: + # early_stopper = InstanceEarlyStopper(num_samples=n_train, patience=5, delta=3e-2) + # if robust_loss == 'ies': + # full_idx = np.arange(n_train) + # active_idx = early_stopper.get_active_indices(full_idx) + + # if epoch % 100 == 0: + # print(len(active_idx)) + + # if len(active_idx) <= batch_size: + # print("All triplets stopped early.") + # break + + # batch_idx = np.random.choice(active_idx, batch_size) + + # batch_ref = torch.tensor(ref_train[batch_idx], dtype=torch.float32).to(device) + # batch1 = torch.tensor(x1_train[batch_idx], dtype=torch.float32).to(device) + # batch2 = torch.tensor(x2_train[batch_idx], dtype=torch.float32).to(device) + + # ref_embed = model.forward(batch_ref) + # x1_embed = model.forward(batch1) + # x2_embed = model.forward(batch2) + + # gt_dis = np.sum( + # np.square(ref_gt_train[batch_idx] - x1_gt_train[batch_idx]) - + # np.square(ref_gt_train[batch_idx] - x2_gt_train[batch_idx]), + # axis=-1 + # ) + # gt = torch.tensor(gt_dis > 0, dtype=torch.float32) * 2 - 1 + # noise_gen = NoiseGenerator() + # gt_noise = noise_gen.generate_noise(gt, gt_dis, noisy_method=noisy_method, parameter=parameter).to(device) + + # delta_dis = model.triplet_delta_dis(batch_ref, batch1, batch2) + # loss_samplewise = torch.clamp(0.05 - gt_noise * delta_dis, min=0.0) # shape: (B,) + + # # if epoch <= 3: + # # print(f"Mean: {loss_samplewise.mean().item()}") + # # print(f"Standard Deviation: {loss_samplewise.std().item()}") + # # print(f"Max: {loss_samplewise.max().item()}") + # # print(f"Min: {loss_samplewise.min().item()}") + + # loss = loss_samplewise.mean() + + # optimizer.zero_grad() + # loss.backward() + # optimizer.step() + + # # 更新 IES 模块 + # early_stopper.update(batch_idx, loss_samplewise.detach().cpu()) + # else: + # for _ in range(n_iters_per_epoch): + # idx = np.random.choice(n_train, batch_size) + # batch_ref = torch.tensor(ref_train[idx], dtype=torch.float32).to(device) + # batch1 = torch.tensor(x1_train[idx], dtype=torch.float32).to(device) + # batch2 = torch.tensor(x2_train[idx], dtype=torch.float32).to(device) + + # optimizer.zero_grad() + + # gt_dis = np.sum( + # ( + # np.square(ref_gt_train[idx] - x1_gt_train[idx]) + # - np.square(ref_gt_train[idx] - x2_gt_train[idx]) + # ), + # -1, + # ) + # # print("abs(gt_dis) percentiles:",np.percentile(np.abs(gt_dis), [0, 5, 10, 20, 30, 50, 60, 70, 90, 100])) + # noise_gen = NoiseGenerator() + # gt = torch.tensor(gt_dis > 0, dtype=torch.float32) * 2 - 1 # 产生无噪声标签 + # gt_noise = noise_gen.generate_noise( + # gt, gt_dis, noisy_method=noisy_method, parameter=parameter) + + # # loss = loss_fn(gt_noise, delta_dis) + + # # 使用 Reweighted loss + # if robust_loss == 'crdo': + # ref_embed = model.forward(batch_ref).to(device) + # x1_embed = model.forward(batch1).to(device) + # x2_embed = model.forward(batch2).to(device) + # triplet_loss_fn = TripletCDRP(gamma=5.0, eta=0.5, eps=0.01).to(device) + # loss = triplet_loss_fn(ref_embed, x1_embed, x2_embed, gt_noise).to(device) + # else: + # loss_agent = RobustLossAgent(margin=0.05) + # delta_dis = model.triplet_delta_dis(batch_ref, batch1, batch2) + # loss = loss_agent.robust_loss(delta_dis, gt_noise, robust_loss, parameter, epoch, device).to(device) + # loss.backward() + # optimizer.step() # Evaluate. n_correct = 0 From ba12dbe6880f89a3cab806a068d2a5a458488055 Mon Sep 17 00:00:00 2001 From: Zhenglin Wan <121090525@link.cuhk.edu.cn> Date: Fri, 6 Jun 2025 16:56:35 +0800 Subject: [PATCH 18/20] Run Lsi noisy experiment(Zhenglin) --- lsi/lsi_utils.py | 12 +++++----- lsi/main.py | 55 ++++++++++++++++++++++++++++------------------ lsi/robust_loss.py | 2 +- lsi/run_lsi.sh | 43 +++++++++++++++++++++++++++++++++++- 4 files changed, 84 insertions(+), 28 deletions(-) diff --git a/lsi/lsi_utils.py b/lsi/lsi_utils.py index 1a70c8a..b2792c1 100755 --- a/lsi/lsi_utils.py +++ b/lsi/lsi_utils.py @@ -94,8 +94,8 @@ def fit_dis_embed( x2_embed = model.forward(batch2) gt_dis = np.sum( - np.square(ref_gt_train[batch_idx] - x1_gt_train[batch_idx]) - - np.square(ref_gt_train[batch_idx] - x2_gt_train[batch_idx]), + np.square(ref_gt_train[batch_idx].cpu().numpy() - x1_gt_train[batch_idx].cpu().numpy()) - + np.square(ref_gt_train[batch_idx].cpu().numpy() - x2_gt_train[batch_idx].cpu().numpy()), axis=-1 ) gt = torch.tensor(gt_dis > 0, dtype=torch.float32) * 2 - 1 @@ -130,8 +130,8 @@ def fit_dis_embed( gt_dis = np.sum( ( - np.square(ref_gt_train[idx] - x1_gt_train[idx]) - - np.square(ref_gt_train[idx] - x2_gt_train[idx]) + np.square(ref_gt_train[idx].cpu().numpy() - x1_gt_train[idx].cpu().numpy()) + - np.square(ref_gt_train[idx].cpu().numpy() - x2_gt_train[idx].cpu().numpy()) ), -1, ) @@ -153,7 +153,9 @@ def fit_dis_embed( else: loss_agent = RobustLossAgent(margin=0.05) delta_dis = model.triplet_delta_dis(batch_ref, batch1, batch2) - loss = loss_agent.robust_loss(delta_dis, gt_noise, robust_loss, parameter, epoch, device).to(device) + delta_dis = delta_dis.to(device) + gt_noise = gt_noise.to(device) + loss = loss_agent.robust_loss(delta_dis, gt_noise, robust_loss, parameter, epoch, device) loss.backward() optimizer.step() diff --git a/lsi/main.py b/lsi/main.py index 50bb62e..0e38045 100755 --- a/lsi/main.py +++ b/lsi/main.py @@ -544,7 +544,7 @@ def run_experiment( print(log_file_name, "| QD score:", data[1], "Coverage:", data[2]) print() - csv_path = f"/mnt/nvme3n1/qdhf/lsi/{method}_experiment_results.csv" + csv_path = f"logs/{method}_{noisy_method}_experiment_results.csv" header_written = not os.path.exists(csv_path) record = { "Method": method, @@ -616,24 +616,37 @@ def run_experiment( out_dir = f'logs/{args.robust_loss}_logs' os.makedirs(out_dir, exist_ok=True) + + seeds = [1111, 2222, 3333, 4444] + noisy_list = { + "noisy_labels_exact": [0.05, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9], # 0.05, 0.1, 0.2, + "stochastic": [0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9], + "add_equal_noise": [1, 2, 5, 10, 15, 20, 25, 30], + "flip_by_distance": [1, 2, 5, 10, 15, 20, 25, 30], + "flip_labels_asymmetric": [0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]} + + for noisy_method, noisy_rates in noisy_list.items(): + + for noisy_rate in noisy_rates: + for seed in seeds: + print(f"Running experiment with seed {seed}") + run_experiment( + "qdhf", + args.prompt, + outdir=out_dir, + itrs=1000, + use_dis_embed=True, + n_pref_data=10000 // 4, + online_finetune=True, + noisy_method=noisy_method, + parameter=noisy_rate, + seed=seed, + robust_loss=args.robust_loss, + device=device + ) - run_experiment( - "qdhf", - args.prompt, - outdir=out_dir, - itrs=1000, - use_dis_embed=True, - n_pref_data=10000 // 4, - online_finetune=True, - noisy_method=args.noisy_method, - parameter=args.parameter, - seed=args.seed, - robust_loss=args.robust_loss, - device=device - ) - - parameter_str = str(args.parameter).replace(".", "_") - archive_filename = ( - f"logs/map_elites_{args.prompt}/qdhf(n=10000)|online|fixed_archive_00000200.pkl" - ) - # make_archive_collage(archive_filename, args.prompt) + parameter_str = str(args.parameter).replace(".", "_") + archive_filename = ( + f"logs/map_elites_{args.prompt}/qdhf(n=10000)|online|fixed_archive_00000200.pkl" + ) + # make_archive_collage(archive_filename, args.prompt) diff --git a/lsi/robust_loss.py b/lsi/robust_loss.py index ebcd98f..ec09ff8 100644 --- a/lsi/robust_loss.py +++ b/lsi/robust_loss.py @@ -30,7 +30,7 @@ def robust_loss(self, delta_dis, y, robust_loss, parameter, robust_parameter=Non return self.cDPO_triplet_loss(delta_dis, y, epsilon=epsilon) elif robust_loss == 'None': - loss_fn = lambda y, delta_dis: torch.max(torch.tensor([0.0]), 0.05 - y * delta_dis).mean() + loss_fn = lambda y, delta_dis: torch.max(torch.tensor([0.0], device=y.device), 0.05 - y * delta_dis).mean() return loss_fn(y, delta_dis) else: diff --git a/lsi/run_lsi.sh b/lsi/run_lsi.sh index 89d754b..4eeb566 100755 --- a/lsi/run_lsi.sh +++ b/lsi/run_lsi.sh @@ -1,6 +1,47 @@ #!/bin/bash # export CUDA_VISIBLE_DEVICES=5 +#!/usr/bin/env bash +# File: run_tmux.sh +# Usage: bash run_tmux.sh + +SESSION="qd_hf_run" + +# List the five noise methods you want to try +METHODS=( + noisy_labels_exact + stochastic + add_equal_noise + flip_by_distance + flip_labels_asymmetric +) + +# ---- create / configure tmux session ---- +tmux new-session -d -s "$SESSION" +k=1 +for i in "${!METHODS[@]}"; do + + METHOD="${METHODS[$i]}" + WIN_NAME="$METHOD" + + if [[ $i -eq 0 ]]; then # window 0 already exists + tmux rename-window -t "$SESSION:0" "$WIN_NAME" + else + tmux new-window -t "$SESSION" -n "$WIN_NAME" + fi + + # build the command string for this window + CMD="source ~/.bashrc && conda activate QDHF && \ +python main.py --noisy_method ${METHOD} --seed 2222 --parameter 0.3 \ + --robust_loss None --device cuda --cuda_index $(((k%3)+1))" + + # send the command and press + tmux send-keys -t "$SESSION:$WIN_NAME" "$CMD" C-m + k=$((k+1)) + +done + +# Finally, attach to the session so you can watch the runs +tmux attach -t "$SESSION" -python main.py --seed 2222 --noisy_method stochastic --parameter 0.3 --robust_loss None --device cpu --cuda_index 5 #python run_experiment.py \ No newline at end of file From 3c4e0692bb17d19401b6c3c6439b65ef3a0625e8 Mon Sep 17 00:00:00 2001 From: Zhenglin Wan <121090525@link.cuhk.edu.cn> Date: Fri, 6 Jun 2025 17:04:33 +0800 Subject: [PATCH 19/20] . --- lsi/main.py | 52 +++++++++++++++++++++++++++------------------------- 1 file changed, 27 insertions(+), 25 deletions(-) diff --git a/lsi/main.py b/lsi/main.py index 0e38045..327a315 100755 --- a/lsi/main.py +++ b/lsi/main.py @@ -597,7 +597,7 @@ def run_experiment( 'flip_by_distance', 'flip_labels_asymmetric', 'noisy_labels_exact'], required=True) parser.add_argument('--parameter', type=float, required=True) parser.add_argument('--robust_loss',type=str,required=True) - parser.add_argument('--seed', type=int, required=True) + parser.add_argument('--seed', type=int, required=False) parser.add_argument('--device', type=str, choices=['cpu', 'cuda'], default='cpu') parser.add_argument('--cuda_index', type=int, default=0) @@ -625,28 +625,30 @@ def run_experiment( "flip_by_distance": [1, 2, 5, 10, 15, 20, 25, 30], "flip_labels_asymmetric": [0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]} - for noisy_method, noisy_rates in noisy_list.items(): - - for noisy_rate in noisy_rates: - for seed in seeds: - print(f"Running experiment with seed {seed}") - run_experiment( - "qdhf", - args.prompt, - outdir=out_dir, - itrs=1000, - use_dis_embed=True, - n_pref_data=10000 // 4, - online_finetune=True, - noisy_method=noisy_method, - parameter=noisy_rate, - seed=seed, - robust_loss=args.robust_loss, - device=device - ) - - parameter_str = str(args.parameter).replace(".", "_") - archive_filename = ( - f"logs/map_elites_{args.prompt}/qdhf(n=10000)|online|fixed_archive_00000200.pkl" + + noisy_method = args.noisy_method + noisy_rates = noisy_list[noisy_method] + + for noisy_rate in noisy_rates: + for seed in seeds: + print(f"Running experiment with seed {seed}") + run_experiment( + "qdhf", + args.prompt, + outdir=out_dir, + itrs=1000, + use_dis_embed=True, + n_pref_data=10000 // 4, + online_finetune=True, + noisy_method=noisy_method, + parameter=noisy_rate, + seed=seed, + robust_loss=args.robust_loss, + device=device ) - # make_archive_collage(archive_filename, args.prompt) + + parameter_str = str(args.parameter).replace(".", "_") + archive_filename = ( + f"logs/map_elites_{args.prompt}/qdhf(n=10000)|online|fixed_archive_00000200.pkl" + ) + # make_archive_collage(archive_filename, args.prompt) From e78af779512842bb4389c8b4b053542e092bbcb6 Mon Sep 17 00:00:00 2001 From: Zhenglin Wan <121090525@link.cuhk.edu.cn> Date: Fri, 4 Jul 2025 10:00:18 +0800 Subject: [PATCH 20/20] add lsi --- lsi/main.py | 11 ++++++----- lsi/run_lsi.sh | 7 ++++--- 2 files changed, 10 insertions(+), 8 deletions(-) diff --git a/lsi/main.py b/lsi/main.py index 327a315..833525b 100755 --- a/lsi/main.py +++ b/lsi/main.py @@ -619,11 +619,12 @@ def run_experiment( seeds = [1111, 2222, 3333, 4444] noisy_list = { - "noisy_labels_exact": [0.05, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9], # 0.05, 0.1, 0.2, - "stochastic": [0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9], - "add_equal_noise": [1, 2, 5, 10, 15, 20, 25, 30], - "flip_by_distance": [1, 2, 5, 10, 15, 20, 25, 30], - "flip_labels_asymmetric": [0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]} + "noisy_labels_exact": [0.05, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9], + "stochastic": [0.05, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9], + "add_equal_noise": [1, 2, 5, 10, 15, 20, 25, 30], + "flip_by_distance": [1, 2, 5, 10, 15, 20, 25, 30], + "flip_labels_asymmetric": [0.05, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9] +} noisy_method = args.noisy_method diff --git a/lsi/run_lsi.sh b/lsi/run_lsi.sh index 4eeb566..acd47c3 100755 --- a/lsi/run_lsi.sh +++ b/lsi/run_lsi.sh @@ -11,13 +11,14 @@ SESSION="qd_hf_run" METHODS=( noisy_labels_exact stochastic - add_equal_noise - flip_by_distance + #add_equal_noise + #flip_by_distance flip_labels_asymmetric ) # ---- create / configure tmux session ---- -tmux new-session -d -s "$SESSION" +tmux kill-session -t "$SESSION" 2>/dev/null # 先删旧会话 +tmux new-session -d -s "$SESSION" # 再新建 k=1 for i in "${!METHODS[@]}"; do

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-add_equal_noise,30,Mean,Mean,38.3594059733718,40.959999999999994 -add_equal_noise,30,STD,STD,10.710845979104253,10.710577948925073 diff --git a/arm/raw_qdhf/experiment_results.csv b/arm/raw_qdhf/experiment_results.csv deleted file mode 100755 index 6b273ca..0000000 --- a/arm/raw_qdhf/experiment_results.csv +++ /dev/null @@ -1,13 +0,0 @@ -Method,Parameter,Seed,Trial ID,QD Score,Coverage -noisy_labels_exact,0.05,1111,50,47.14391077912932,48.96 -noisy_labels_exact,0.05,2222,50,54.47925967654608,56.84 -noisy_labels_exact,0.05,3333,50,56.92050144665241,60.32 -noisy_labels_exact,0.05,4444,50,55.22268561198829,58.6 -noisy_labels_exact,0.05,Mean,Mean,53.44158937857902,56.18 -noisy_labels_exact,0.05,STD,STD,3.742079914943731,4.346262762420146 -noisy_labels_exact,0.1,1111,51,39.119191395144156,41.68 -noisy_labels_exact,0.1,2222,51,55.470513375686714,58.12 -noisy_labels_exact,0.1,3333,51,55.333137034367105,58.2 -noisy_labels_exact,0.1,4444,51,55.3476947792251,58.16 -noisy_labels_exact,0.1,Mean,Mean,51.31763414610577,54.04 -noisy_labels_exact,0.1,STD,STD,7.042976352299965,7.1361053803878205 diff --git a/arm/raw_qdhf/flip_by_distance_experiment_results.csv b/arm/raw_qdhf/flip_by_distance_experiment_results.csv deleted file mode 100755 index e666571..0000000 --- a/arm/raw_qdhf/flip_by_distance_experiment_results.csv +++ /dev/null @@ -1,241 +0,0 @@ -Method,Parameter,Seed,Trial ID,QD Score,Coverage -flip_by_distance,1,1111,30,55.63026345998803,59.2 -flip_by_distance,1,2222,30,56.86022327729334,59.48 -flip_by_distance,1,3333,30,57.41114813160815,60.84 -flip_by_distance,1,4444,30,54.474436080982954,57.04 -flip_by_distance,1,Mean,Mean,56.09401773746812,59.14 -flip_by_distance,1,STD,STD,1.135783449466782,1.3619104228986587 -flip_by_distance,2,1111,31,55.10577811338373,59.08 -flip_by_distance,2,2222,31,57.677416351540664,60.48 -flip_by_distance,2,3333,31,56.55025502203404,59.88 -flip_by_distance,2,4444,31,55.240273951271305,57.92 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-flip_by_distance,25,9999,36,44.65178776267772,47.04 -flip_by_distance,25,42,36,14.177597835927658,15.6 -flip_by_distance,25,Mean,Mean,24.061904293174557,25.976 -flip_by_distance,25,STD,STD,11.674006971751844,11.755974821340848 -flip_by_distance,30,1111,37,12.07950829045575,16.92 -flip_by_distance,30,2222,37,24.042314544392582,24.92 -flip_by_distance,30,3333,37,40.93315155628096,42.76 -flip_by_distance,30,4444,37,13.3765958668018,14.56 -flip_by_distance,30,5555,37,18.10959546813012,19.72 -flip_by_distance,30,6666,37,21.616934349639713,23.84 -flip_by_distance,30,7777,37,13.02190509519197,13.36 -flip_by_distance,30,8888,37,16.31689740415373,17.32 -flip_by_distance,30,9999,37,45.678358389020325,47.96 -flip_by_distance,30,42,37,6.148405365962921,6.36 -flip_by_distance,30,Mean,Mean,21.132366633002988,22.772000000000002 -flip_by_distance,30,STD,STD,12.116147048253948,12.40310993259352 diff --git a/arm/raw_qdhf/flip_labels_asymmetric_experiment_results.csv b/arm/raw_qdhf/flip_labels_asymmetric_experiment_results.csv deleted file mode 100755 index 453e225..0000000 --- a/arm/raw_qdhf/flip_labels_asymmetric_experiment_results.csv +++ /dev/null @@ -1,226 +0,0 @@ -Method,Parameter,Seed,Trial ID,QD Score,Coverage -flip_labels_asymmetric,0.05,1111,40,56.33069389898124,60.32 -flip_labels_asymmetric,0.05,2222,40,57.02080653951346,59.32 -flip_labels_asymmetric,0.05,3333,40,56.263934483139906,59.68 -flip_labels_asymmetric,0.05,4444,40,36.14628288281115,37.64 -flip_labels_asymmetric,0.05,Mean,Mean,51.44042945111144,54.239999999999995 -flip_labels_asymmetric,0.05,STD,STD,8.835049729140138,9.590703832357665 -flip_labels_asymmetric,0.1,1111,41,55.216837498072024,59.16 -flip_labels_asymmetric,0.1,2222,41,55.566177255383984,58.04 -flip_labels_asymmetric,0.1,3333,41,55.147523782555034,58.44 -flip_labels_asymmetric,0.1,4444,41,50.07683080961866,52.28 -flip_labels_asymmetric,0.1,Mean,Mean,54.00184233640742,56.98 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-flip_labels_asymmetric,0.6,STD,STD,4.455167080336586,5.003548740643984 -flip_labels_asymmetric,0.7,1111,47,11.864173888748322,12.32 -flip_labels_asymmetric,0.7,2222,47,21.568749796863717,22.32 -flip_labels_asymmetric,0.7,3333,47,11.638304587019658,12.08 -flip_labels_asymmetric,0.7,4444,47,14.569305919299737,16.56 -flip_labels_asymmetric,0.7,Mean,Mean,14.91013354798286,15.82 -flip_labels_asymmetric,0.7,STD,STD,4.013604016897272,4.154371191889333 -flip_labels_asymmetric,0.8,1111,48,10.794999045003411,12.6 -flip_labels_asymmetric,0.8,2222,48,18.790125936593487,20.2 -flip_labels_asymmetric,0.8,3333,48,5.077649350488585,5.32 -flip_labels_asymmetric,0.8,4444,48,9.0186924230328,9.4 -flip_labels_asymmetric,0.8,Mean,Mean,10.92036668877957,11.879999999999999 -flip_labels_asymmetric,0.8,STD,STD,4.992557925873977,5.4526323917902255 -flip_labels_asymmetric,0.9,1111,49,11.442536224349487,12.2 -flip_labels_asymmetric,0.9,2222,49,15.846959243655395,17.24 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-flip_labels_asymmetric,0.05,STD,STD,6.140240389998528,6.685200370968698 -flip_labels_asymmetric,0.1,1111,41,55.216837498072024,59.16 -flip_labels_asymmetric,0.1,2222,41,55.566177255383984,58.04 -flip_labels_asymmetric,0.1,3333,41,55.147523782555034,58.44 -flip_labels_asymmetric,0.1,4444,41,50.07683080961866,52.28 -flip_labels_asymmetric,0.1,5555,41,54.20089739628479,57.24 -flip_labels_asymmetric,0.1,6666,41,56.39505255986715,59.6 -flip_labels_asymmetric,0.1,7777,41,53.592024748362924,56.92 -flip_labels_asymmetric,0.1,8888,41,55.50349163095318,58.72 -flip_labels_asymmetric,0.1,9999,41,53.87390784939487,56.76 -flip_labels_asymmetric,0.1,42,41,52.23221999720563,56.56 -flip_labels_asymmetric,0.1,Mean,Mean,54.18049635276983,57.372 -flip_labels_asymmetric,0.1,STD,STD,1.7793368279679271,1.9684755522992905 -flip_labels_asymmetric,0.2,1111,42,54.736880444134364,58.12 -flip_labels_asymmetric,0.2,2222,42,53.981062984381396,56.72 -flip_labels_asymmetric,0.2,3333,42,54.36571747171957,57.96 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-flip_labels_asymmetric,0.3,8888,43,53.32928644167351,56.04 -flip_labels_asymmetric,0.3,9999,43,44.90018980074591,47.04 -flip_labels_asymmetric,0.05,1111,40,56.33069389898124,60.32 -flip_labels_asymmetric,0.05,2222,40,57.02080653951346,59.32 -flip_labels_asymmetric,0.05,3333,40,56.263934483139906,59.68 -flip_labels_asymmetric,0.05,4444,40,36.14628288281115,37.64 -flip_labels_asymmetric,0.05,5555,40,57.54152910582062,60.72 -flip_labels_asymmetric,0.05,6666,40,55.56791483016377,57.92 -flip_labels_asymmetric,0.05,7777,40,53.15883681239083,55.64 -flip_labels_asymmetric,0.05,8888,40,56.34269747557423,59.36 -flip_labels_asymmetric,0.05,9999,40,56.45153959271037,59.84 -flip_labels_asymmetric,0.05,42,40,57.449316649891905,61.32 -flip_labels_asymmetric,0.05,Mean,Mean,54.22735522709976,57.176 -flip_labels_asymmetric,0.05,STD,STD,6.140240389998528,6.685200370968698 -flip_labels_asymmetric,0.1,1111,41,55.216837498072024,59.16 -flip_labels_asymmetric,0.1,2222,41,55.566177255383984,58.04 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-flip_labels_asymmetric,0.2,7777,42,50.06120048713678,52.48 -flip_labels_asymmetric,0.2,8888,42,53.045909934699125,55.4 -flip_labels_asymmetric,0.2,9999,42,22.509957506686707,23.32 -flip_labels_asymmetric,0.2,42,42,54.07324835955008,58.12 -flip_labels_asymmetric,0.2,Mean,Mean,47.56371819844931,50.28 -flip_labels_asymmetric,0.2,STD,STD,11.903703032917933,12.463553265421542 -flip_labels_asymmetric,0.3,1111,43,52.79571028739267,56.0 -flip_labels_asymmetric,0.3,2222,43,51.46444862336733,53.92 -flip_labels_asymmetric,0.3,3333,43,52.12954742819262,54.72 -flip_labels_asymmetric,0.3,4444,43,36.92835102160247,38.6 -flip_labels_asymmetric,0.3,5555,43,48.31938904306068,51.4 -flip_labels_asymmetric,0.3,6666,43,49.937596449396565,52.0 -flip_labels_asymmetric,0.3,7777,43,43.50988291038075,45.4 -flip_labels_asymmetric,0.3,8888,43,53.32928644167351,56.04 -flip_labels_asymmetric,0.3,9999,43,44.90018980074591,47.04 -flip_labels_asymmetric,0.3,42,43,31.0002358832573,34.04 -flip_labels_asymmetric,0.3,Mean,Mean,46.43146378890698,48.91600000000001 -flip_labels_asymmetric,0.3,STD,STD,7.078504744264345,7.203742360745559 -flip_labels_asymmetric,0.4,1111,44,13.950538355691611,17.6 -flip_labels_asymmetric,0.4,2222,44,24.567427829761193,25.68 -flip_labels_asymmetric,0.4,3333,44,44.02819661914681,45.8 -flip_labels_asymmetric,0.4,4444,44,20.844406020862536,21.96 -flip_labels_asymmetric,0.4,5555,44,19.434851141983426,20.56 -flip_labels_asymmetric,0.4,6666,44,15.29079668514765,16.84 -flip_labels_asymmetric,0.4,7777,44,32.1292262368412,34.44 -flip_labels_asymmetric,0.4,8888,44,23.877789325914716,24.84 -flip_labels_asymmetric,0.4,9999,44,41.801653449578055,43.32 -flip_labels_asymmetric,0.4,42,44,3.9516918484387387,5.36 -flip_labels_asymmetric,0.4,Mean,Mean,23.987657751336595,25.639999999999997 -flip_labels_asymmetric,0.4,STD,STD,11.806871516030355,11.788971117107717 -flip_labels_asymmetric,0.5,1111,45,18.211318602781525,20.68 -flip_labels_asymmetric,0.5,2222,45,13.698903696761647,14.04 -flip_labels_asymmetric,0.5,3333,45,9.81151894726984,11.04 -flip_labels_asymmetric,0.5,4444,45,20.862322143871673,22.48 -flip_labels_asymmetric,0.5,5555,45,13.395988766485406,14.48 -flip_labels_asymmetric,0.5,6666,45,14.339820722701049,15.36 -flip_labels_asymmetric,0.5,7777,45,8.982403587259123,9.48 -flip_labels_asymmetric,0.5,8888,45,18.820848017252946,21.08 -flip_labels_asymmetric,0.5,9999,45,19.41642349403709,21.32 -flip_labels_asymmetric,0.5,42,45,3.8340480791885065,3.88 -flip_labels_asymmetric,0.5,Mean,Mean,14.137359605760878,15.383999999999997 -flip_labels_asymmetric,0.5,STD,STD,5.136666277497102,5.785974766623165 -flip_labels_asymmetric,0.6,1111,46,15.933968873507421,17.88 -flip_labels_asymmetric,0.6,2222,46,23.980075304801193,25.12 -flip_labels_asymmetric,0.6,3333,46,24.548553862842677,27.56 -flip_labels_asymmetric,0.6,4444,46,14.857362799823887,15.4 -flip_labels_asymmetric,0.6,5555,46,10.694334941821602,12.6 -flip_labels_asymmetric,0.6,6666,46,8.799182434834325,9.04 -flip_labels_asymmetric,0.6,7777,46,10.930760355698865,11.88 -flip_labels_asymmetric,0.6,8888,46,16.383131004654178,18.84 -flip_labels_asymmetric,0.6,9999,46,13.522685448057507,14.0 -flip_labels_asymmetric,0.6,42,46,3.8302090883798425,4.0 -flip_labels_asymmetric,0.6,Mean,Mean,14.348026411442149,15.632 -flip_labels_asymmetric,0.6,STD,STD,6.089876197431763,6.725992566157058 -flip_labels_asymmetric,0.7,1111,47,11.864173888748322,12.32 -flip_labels_asymmetric,0.7,2222,47,21.568749796863717,22.32 -flip_labels_asymmetric,0.7,3333,47,11.638304587019658,12.08 -flip_labels_asymmetric,0.7,4444,47,14.569305919299737,16.56 -flip_labels_asymmetric,0.7,5555,47,16.029711774672347,16.92 -flip_labels_asymmetric,0.7,6666,47,4.761930293912162,6.2 -flip_labels_asymmetric,0.7,7777,47,10.32185403184812,10.92 -flip_labels_asymmetric,0.7,8888,47,6.9521060565234,8.04 -flip_labels_asymmetric,0.7,9999,47,15.309309698198275,15.84 -flip_labels_asymmetric,0.7,42,47,7.432761760259053,7.68 -flip_labels_asymmetric,0.7,Mean,Mean,12.04482078073448,12.888 -flip_labels_asymmetric,0.7,STD,STD,4.764748911449722,4.770972227963605 -flip_labels_asymmetric,0.8,1111,48,10.794999045003411,12.6 -flip_labels_asymmetric,0.8,2222,48,18.790125936593487,20.2 -flip_labels_asymmetric,0.8,3333,48,5.077649350488585,5.32 -flip_labels_asymmetric,0.8,4444,48,9.0186924230328,9.4 -flip_labels_asymmetric,0.8,5555,48,12.361137885329207,14.32 -flip_labels_asymmetric,0.8,6666,48,7.251142819402668,7.48 -flip_labels_asymmetric,0.8,7777,48,6.633131947090197,6.84 -flip_labels_asymmetric,0.8,8888,48,18.804233835999966,20.12 -flip_labels_asymmetric,0.8,9999,48,6.440567527267118,14.36 -flip_labels_asymmetric,0.8,42,48,9.292340309756339,9.72 -flip_labels_asymmetric,0.8,Mean,Mean,10.446402107996379,12.036 -flip_labels_asymmetric,0.8,STD,STD,4.650268305404789,4.981066552456411 -flip_labels_asymmetric,0.9,1111,49,11.442536224349487,12.2 -flip_labels_asymmetric,0.9,2222,49,15.846959243655395,17.24 -flip_labels_asymmetric,0.9,3333,49,14.189262302287084,16.4 -flip_labels_asymmetric,0.9,4444,49,15.051433492043417,15.88 -flip_labels_asymmetric,0.9,5555,49,21.467302327676325,24.28 -flip_labels_asymmetric,0.9,6666,49,16.56405415981506,17.64 -flip_labels_asymmetric,0.9,7777,49,18.276328638136807,19.2 -flip_labels_asymmetric,0.9,8888,49,15.680492472176624,16.44 -flip_labels_asymmetric,0.9,9999,49,13.667047419569235,15.56 -flip_labels_asymmetric,0.9,42,49,14.029348533002624,15.16 -flip_labels_asymmetric,0.9,Mean,Mean,15.621476481271205,17.0 -flip_labels_asymmetric,0.9,STD,STD,2.614557139183827,2.9788051295779656 diff --git a/arm/raw_qdhf/noisy_labels_exact_experiment_results.csv b/arm/raw_qdhf/noisy_labels_exact_experiment_results.csv deleted file mode 100755 index 1bd3cfd..0000000 --- a/arm/raw_qdhf/noisy_labels_exact_experiment_results.csv +++ /dev/null @@ -1,338 +0,0 @@ -Method,Parameter,Seed,Trial ID,QD Score,Coverage -noisy_labels_exact,0.05,1111,50,47.14391077912932,48.96 -noisy_labels_exact,0.05,2222,50,54.47925967654608,56.84 -noisy_labels_exact,0.05,3333,50,56.92050144665241,60.32 -noisy_labels_exact,0.05,4444,50,55.22268561198829,58.6 -noisy_labels_exact,0.05,Mean,Mean,53.44158937857902,56.18 -noisy_labels_exact,0.05,STD,STD,3.742079914943731,4.346262762420146 -noisy_labels_exact,0.1,1111,51,39.119191395144156,41.68 -noisy_labels_exact,0.1,2222,51,55.470513375686714,58.12 -noisy_labels_exact,0.1,3333,51,55.333137034367105,58.2 -noisy_labels_exact,0.1,4444,51,55.3476947792251,58.16 -noisy_labels_exact,0.1,Mean,Mean,51.31763414610577,54.04 -noisy_labels_exact,0.1,STD,STD,7.042976352299965,7.1361053803878205 -noisy_labels_exact,0.2,1111,52,55.039433761699954,58.36 -noisy_labels_exact,0.2,2222,52,26.086905950476687,27.04 -noisy_labels_exact,0.2,3333,52,52.56127638660089,55.96 -noisy_labels_exact,0.2,4444,52,53.44808514587941,56.4 -noisy_labels_exact,0.2,Mean,Mean,46.78392531116424,49.440000000000005 -noisy_labels_exact,0.2,STD,STD,11.982370820762286,12.964165997085967 -noisy_labels_exact,0.3,1111,53,24.673958903038503,26.68 -noisy_labels_exact,0.3,2222,53,49.65003178510823,51.88 -noisy_labels_exact,0.3,3333,53,19.731044433452066,20.72 -noisy_labels_exact,0.3,4444,53,15.529537996116604,22.72 -noisy_labels_exact,0.3,Mean,Mean,27.396143279428852,30.5 -noisy_labels_exact,0.3,STD,STD,13.249678323178278,12.528703045407376 -noisy_labels_exact,0.4,1111,54,36.62954303929465,38.56 -noisy_labels_exact,0.4,2222,54,46.80646970992935,48.32 -noisy_labels_exact,0.4,3333,54,24.544982596382077,25.68 -noisy_labels_exact,0.4,4444,54,22.89049372148853,25.56 -noisy_labels_exact,0.4,Mean,Mean,32.717872266773654,34.53 -noisy_labels_exact,0.4,STD,STD,9.710345524035333,9.554951595900421 -noisy_labels_exact,0.5,1111,55,13.784750664280034,14.28 -noisy_labels_exact,0.5,2222,55,16.232147707302666,18.12 -noisy_labels_exact,0.5,3333,55,20.377381037741056,21.56 -noisy_labels_exact,0.5,4444,55,9.253972312682546,10.48 -noisy_labels_exact,0.5,Mean,Mean,14.912062930501577,16.11 -noisy_labels_exact,0.5,STD,STD,4.027938313091668,4.146938629881083 -noisy_labels_exact,0.6,1111,56,9.939810495749711,10.16 -noisy_labels_exact,0.6,2222,56,21.72427480398256,24.08 -noisy_labels_exact,0.6,3333,56,16.91877950463197,18.8 -noisy_labels_exact,0.6,4444,56,7.091004726680393,7.52 -noisy_labels_exact,0.6,Mean,Mean,13.91846738276116,15.139999999999997 -noisy_labels_exact,0.6,STD,STD,5.7527484577065655,6.636716055399688 -noisy_labels_exact,0.7,1111,57,11.114014791328792,14.92 -noisy_labels_exact,0.7,2222,57,9.864086650254475,10.2 -noisy_labels_exact,0.7,3333,57,17.328695432829893,19.2 -noisy_labels_exact,0.7,4444,57,8.234819422415944,8.52 -noisy_labels_exact,0.7,Mean,Mean,11.635404074207276,13.209999999999997 -noisy_labels_exact,0.7,STD,STD,3.441909160221441,4.179126703032584 -noisy_labels_exact,0.8,1111,58,12.973786264567172,14.2 -noisy_labels_exact,0.8,2222,58,9.398083942531242,9.88 -noisy_labels_exact,0.8,3333,58,18.630550405552437,20.0 -noisy_labels_exact,0.8,4444,58,9.22264513408173,10.04 -noisy_labels_exact,0.8,Mean,Mean,12.556266436683146,13.53 -noisy_labels_exact,0.8,STD,STD,3.8130826176685537,4.117414237115328 -noisy_labels_exact,0.9,1111,59,17.032571079247596,17.64 -noisy_labels_exact,0.9,2222,59,12.916072755526404,14.52 -noisy_labels_exact,0.9,3333,59,4.97318337253144,5.04 -noisy_labels_exact,0.9,4444,59,6.713422788697873,6.8 -noisy_labels_exact,0.9,Mean,Mean,10.408812499000828,10.999999999999998 -noisy_labels_exact,0.9,STD,STD,4.831213637246874,5.235494246009636 -noisy_labels_exact,0.05,1111,50,47.14391077912932,48.96 -noisy_labels_exact,0.05,2222,50,54.47925967654608,56.84 -noisy_labels_exact,0.05,3333,50,56.92050144665241,60.32 -noisy_labels_exact,0.05,4444,50,55.22268561198829,58.6 -noisy_labels_exact,0.05,5555,50,54.100935676455464,57.8 -noisy_labels_exact,0.05,6666,50,56.37807090502191,59.12 -noisy_labels_exact,0.05,7777,50,55.33108185837142,58.88 -noisy_labels_exact,0.05,8888,50,56.33184411763037,59.6 -noisy_labels_exact,0.05,9999,50,54.961952527350455,58.36 -noisy_labels_exact,0.05,42,50,54.70536553433145,57.96 -noisy_labels_exact,0.05,Mean,Mean,54.557560813347706,57.644000000000005 -noisy_labels_exact,0.05,STD,STD,2.61627169434979,3.0381283712180434 -noisy_labels_exact,0.1,1111,51,39.119191395144156,41.68 -noisy_labels_exact,0.1,2222,51,55.470513375686714,58.12 -noisy_labels_exact,0.1,3333,51,55.333137034367105,58.2 -noisy_labels_exact,0.1,4444,51,55.3476947792251,58.16 -noisy_labels_exact,0.1,5555,51,52.81063090360154,56.28 -noisy_labels_exact,0.1,6666,51,53.633155532300265,55.8 -noisy_labels_exact,0.1,7777,51,26.51058191392364,28.72 -noisy_labels_exact,0.1,8888,51,54.28026195788556,57.32 -noisy_labels_exact,0.1,9999,51,52.909121738500424,54.96 -noisy_labels_exact,0.1,42,51,50.18547167922745,54.8 -noisy_labels_exact,0.1,Mean,Mean,49.55997603098619,52.403999999999996 -noisy_labels_exact,0.1,STD,STD,8.96154423253651,9.156041939615612 -noisy_labels_exact,0.2,1111,52,55.039433761699954,58.36 -noisy_labels_exact,0.2,2222,52,26.086905950476687,27.04 -noisy_labels_exact,0.2,3333,52,52.56127638660089,55.96 -noisy_labels_exact,0.2,4444,52,53.44808514587941,56.4 -noisy_labels_exact,0.2,5555,52,52.14656347807894,56.0 -noisy_labels_exact,0.2,6666,52,24.62637325992776,25.64 -noisy_labels_exact,0.2,7777,52,52.717748872170716,55.28 -noisy_labels_exact,0.2,8888,52,23.281782244634222,24.28 -noisy_labels_exact,0.2,9999,52,53.992989108310326,57.08 -noisy_labels_exact,0.2,42,52,50.98029258278908,53.44 -noisy_labels_exact,0.2,Mean,Mean,44.48814507905681,46.94799999999999 -noisy_labels_exact,0.2,STD,STD,13.032493483975584,14.00411425260448 -noisy_labels_exact,0.3,1111,53,24.673958903038503,26.68 -noisy_labels_exact,0.3,2222,53,49.65003178510823,51.88 -noisy_labels_exact,0.3,3333,53,19.731044433452066,20.72 -noisy_labels_exact,0.3,4444,53,15.529537996116604,22.72 -noisy_labels_exact,0.3,5555,53,49.13054521275364,53.2 -noisy_labels_exact,0.3,6666,53,49.715146324807854,51.84 -noisy_labels_exact,0.3,7777,53,49.99126369428549,52.72 -noisy_labels_exact,0.3,8888,53,18.467990965791948,19.36 -noisy_labels_exact,0.3,9999,53,51.72463260106955,53.76 -noisy_labels_exact,0.3,42,53,19.012692435566077,24.08 -noisy_labels_exact,0.3,Mean,Mean,34.762684435199,37.696 -noisy_labels_exact,0.3,STD,STD,15.43530936533252,15.102341010585082 -noisy_labels_exact,0.4,1111,54,36.62954303929465,38.56 -noisy_labels_exact,0.4,2222,54,46.80646970992935,48.32 -noisy_labels_exact,0.4,3333,54,24.544982596382077,25.68 -noisy_labels_exact,0.4,4444,54,22.89049372148853,25.56 -noisy_labels_exact,0.4,5555,54,44.615629685359565,46.28 -noisy_labels_exact,0.4,6666,54,18.111040947843424,19.52 -noisy_labels_exact,0.4,7777,54,18.627610539736107,19.88 -noisy_labels_exact,0.4,8888,54,47.60965423449342,49.76 -noisy_labels_exact,0.4,9999,54,10.900460495031941,12.48 -noisy_labels_exact,0.4,42,54,31.336308128809954,34.72 -noisy_labels_exact,0.4,Mean,Mean,30.207219309836905,32.076 -noisy_labels_exact,0.4,STD,STD,12.519003284805148,12.653631257469138 -noisy_labels_exact,0.5,1111,55,13.784750664280034,14.28 -noisy_labels_exact,0.5,2222,55,16.232147707302666,18.12 -noisy_labels_exact,0.5,3333,55,20.377381037741056,21.56 -noisy_labels_exact,0.5,4444,55,9.253972312682546,10.48 -noisy_labels_exact,0.5,5555,55,13.984971236654289,14.48 -noisy_labels_exact,0.5,6666,55,14.928514923740678,16.8 -noisy_labels_exact,0.5,7777,55,20.65338043611025,22.32 -noisy_labels_exact,0.5,8888,55,15.597691509707216,17.32 -noisy_labels_exact,0.5,9999,55,15.578438761542206,17.08 -noisy_labels_exact,0.5,42,55,10.272985067158645,11.24 -noisy_labels_exact,0.5,Mean,Mean,15.06642336569196,16.368000000000002 -noisy_labels_exact,0.5,STD,STD,3.4773058518461273,3.687028071496066 -noisy_labels_exact,0.6,1111,56,9.939810495749711,10.16 -noisy_labels_exact,0.6,2222,56,21.72427480398256,24.08 -noisy_labels_exact,0.6,3333,56,16.91877950463197,18.8 -noisy_labels_exact,0.6,4444,56,7.091004726680393,7.52 -noisy_labels_exact,0.6,5555,56,22.305765468730502,23.4 -noisy_labels_exact,0.6,6666,56,10.251683768281382,11.16 -noisy_labels_exact,0.6,7777,56,10.23377264951947,10.72 -noisy_labels_exact,0.6,8888,56,4.8528306069461165,4.92 -noisy_labels_exact,0.6,9999,56,17.97561198521022,19.2 -noisy_labels_exact,0.6,42,56,4.804415249924532,4.88 -noisy_labels_exact,0.6,Mean,Mean,12.609794925965684,13.483999999999998 -noisy_labels_exact,0.6,STD,STD,6.279581264468094,6.917836656065247 -noisy_labels_exact,0.7,1111,57,11.114014791328792,14.92 -noisy_labels_exact,0.7,2222,57,9.864086650254475,10.2 -noisy_labels_exact,0.7,3333,57,17.328695432829893,19.2 -noisy_labels_exact,0.7,4444,57,8.234819422415944,8.52 -noisy_labels_exact,0.7,5555,57,13.693819333163015,14.36 -noisy_labels_exact,0.7,6666,57,6.027115513242175,6.88 -noisy_labels_exact,0.7,7777,57,13.94304228882523,15.16 -noisy_labels_exact,0.7,8888,57,11.420949432932144,12.2 -noisy_labels_exact,0.7,9999,57,12.068418953354193,17.76 -noisy_labels_exact,0.7,42,57,6.970795288689169,7.76 -noisy_labels_exact,0.7,Mean,Mean,11.066575710703503,12.696000000000002 -noisy_labels_exact,0.7,STD,STD,3.273507804927002,4.047683782115397 -noisy_labels_exact,0.8,1111,58,12.973786264567172,14.2 -noisy_labels_exact,0.8,2222,58,9.398083942531242,9.88 -noisy_labels_exact,0.8,3333,58,18.630550405552437,20.0 -noisy_labels_exact,0.8,4444,58,9.22264513408173,10.04 -noisy_labels_exact,0.8,5555,58,8.367176128525363,8.68 -noisy_labels_exact,0.8,6666,58,13.00402244084582,14.36 -noisy_labels_exact,0.8,7777,58,6.440240856055586,6.6 -noisy_labels_exact,0.8,8888,58,5.8362322183796165,6.04 -noisy_labels_exact,0.8,9999,58,16.541678425403333,19.2 -noisy_labels_exact,0.8,42,58,4.191016312759758,4.88 -noisy_labels_exact,0.8,Mean,Mean,10.460543212870204,11.388 -noisy_labels_exact,0.8,STD,STD,4.476743773003278,5.071869083483918 -noisy_labels_exact,0.9,1111,59,17.032571079247596,17.64 -noisy_labels_exact,0.9,2222,59,12.916072755526404,14.52 -noisy_labels_exact,0.9,3333,59,4.97318337253144,5.04 -noisy_labels_exact,0.9,4444,59,6.713422788697873,6.8 -noisy_labels_exact,0.9,5555,59,9.435993746387707,9.6 -noisy_labels_exact,0.9,6666,59,13.489898319224118,14.6 -noisy_labels_exact,0.9,7777,59,11.713360808468439,12.44 -noisy_labels_exact,0.9,8888,59,16.079936463583614,18.6 -noisy_labels_exact,0.9,9999,59,18.24589483996436,19.0 -noisy_labels_exact,0.9,42,59,5.152206720260163,6.08 -noisy_labels_exact,0.9,Mean,Mean,11.575254089389173,12.431999999999999 -noisy_labels_exact,0.9,STD,STD,4.616398643959951,5.020909877701452 -noisy_labels_exact,0.05,1111,50,22.89547283911705,31.08 -noisy_labels_exact,0.05,1111,50,47.14391077912932,48.96 -noisy_labels_exact,0.05,2222,50,54.47925967654608,56.84 -noisy_labels_exact,0.05,3333,50,56.92050144665241,60.32 -noisy_labels_exact,0.05,4444,50,55.22268561198829,58.6 -noisy_labels_exact,0.05,5555,50,54.100935676455464,57.8 -noisy_labels_exact,0.05,6666,50,56.37807090502191,59.12 -noisy_labels_exact,0.05,7777,50,55.33108185837142,58.88 -noisy_labels_exact,0.05,8888,50,56.33184411763037,59.6 -noisy_labels_exact,0.05,9999,50,54.961952527350455,58.36 -noisy_labels_exact,0.05,42,50,54.70536553433145,57.96 -noisy_labels_exact,0.05,Mean,Mean,54.557560813347706,57.644000000000005 -noisy_labels_exact,0.05,STD,STD,2.61627169434979,3.0381283712180434 -noisy_labels_exact,0.1,1111,51,39.119191395144156,41.68 -noisy_labels_exact,0.1,2222,51,55.470513375686714,58.12 -noisy_labels_exact,0.1,3333,51,55.333137034367105,58.2 -noisy_labels_exact,0.1,4444,51,55.3476947792251,58.16 -noisy_labels_exact,0.1,5555,51,52.81063090360154,56.28 -noisy_labels_exact,0.1,6666,51,53.633155532300265,55.8 -noisy_labels_exact,0.1,7777,51,26.51058191392364,28.72 -noisy_labels_exact,0.1,8888,51,54.28026195788556,57.32 -noisy_labels_exact,0.1,9999,51,52.909121738500424,54.96 -noisy_labels_exact,0.1,42,51,50.18547167922745,54.8 -noisy_labels_exact,0.1,Mean,Mean,49.55997603098619,52.403999999999996 -noisy_labels_exact,0.1,STD,STD,8.96154423253651,9.156041939615612 -noisy_labels_exact,0.2,1111,52,55.039433761699954,58.36 -noisy_labels_exact,0.2,2222,52,26.086905950476687,27.04 -noisy_labels_exact,0.2,3333,52,52.56127638660089,55.96 -noisy_labels_exact,0.2,4444,52,53.44808514587941,56.4 -noisy_labels_exact,0.2,5555,52,52.14656347807894,56.0 -noisy_labels_exact,0.2,6666,52,24.62637325992776,25.64 -noisy_labels_exact,0.2,7777,52,52.717748872170716,55.28 -noisy_labels_exact,0.2,8888,52,23.281782244634222,24.28 -noisy_labels_exact,0.2,9999,52,53.992989108310326,57.08 -noisy_labels_exact,0.2,42,52,50.98029258278908,53.44 -noisy_labels_exact,0.2,Mean,Mean,44.48814507905681,46.94799999999999 -noisy_labels_exact,0.2,STD,STD,13.032493483975584,14.00411425260448 -noisy_labels_exact,0.05,1111,50,47.14391077912932,48.96 -noisy_labels_exact,0.05,2222,50,54.47925967654608,56.84 -noisy_labels_exact,0.05,3333,50,56.92050144665241,60.32 -noisy_labels_exact,0.05,4444,50,55.22268561198829,58.6 -noisy_labels_exact,0.05,5555,50,54.100935676455464,57.8 -noisy_labels_exact,0.05,6666,50,56.37807090502191,59.12 -noisy_labels_exact,0.05,7777,50,55.33108185837142,58.88 -noisy_labels_exact,0.05,8888,50,56.33184411763037,59.6 -noisy_labels_exact,0.05,9999,50,54.961952527350455,58.36 -noisy_labels_exact,0.05,42,50,54.70536553433145,57.96 -noisy_labels_exact,0.05,Mean,Mean,54.557560813347706,57.644000000000005 -noisy_labels_exact,0.05,STD,STD,2.61627169434979,3.0381283712180434 -noisy_labels_exact,0.1,1111,51,39.119191395144156,41.68 -noisy_labels_exact,0.1,2222,51,55.470513375686714,58.12 -noisy_labels_exact,0.1,3333,51,55.333137034367105,58.2 -noisy_labels_exact,0.1,4444,51,55.3476947792251,58.16 -noisy_labels_exact,0.1,5555,51,52.81063090360154,56.28 -noisy_labels_exact,0.1,6666,51,53.633155532300265,55.8 -noisy_labels_exact,0.1,7777,51,26.51058191392364,28.72 -noisy_labels_exact,0.1,8888,51,54.28026195788556,57.32 -noisy_labels_exact,0.1,9999,51,52.909121738500424,54.96 -noisy_labels_exact,0.1,42,51,50.18547167922745,54.8 -noisy_labels_exact,0.1,Mean,Mean,49.55997603098619,52.403999999999996 -noisy_labels_exact,0.1,STD,STD,8.96154423253651,9.156041939615612 -noisy_labels_exact,0.2,1111,52,55.039433761699954,58.36 -noisy_labels_exact,0.2,2222,52,26.086905950476687,27.04 -noisy_labels_exact,0.2,3333,52,52.56127638660089,55.96 -noisy_labels_exact,0.2,4444,52,53.44808514587941,56.4 -noisy_labels_exact,0.2,5555,52,52.14656347807894,56.0 -noisy_labels_exact,0.2,6666,52,24.62637325992776,25.64 -noisy_labels_exact,0.2,7777,52,52.717748872170716,55.28 -noisy_labels_exact,0.2,8888,52,23.281782244634222,24.28 -noisy_labels_exact,0.2,9999,52,53.992989108310326,57.08 -noisy_labels_exact,0.2,42,52,50.98029258278908,53.44 -noisy_labels_exact,0.2,Mean,Mean,44.48814507905681,46.94799999999999 -noisy_labels_exact,0.2,STD,STD,13.032493483975584,14.00411425260448 -noisy_labels_exact,0.3,1111,53,24.673958903038503,26.68 -noisy_labels_exact,0.3,2222,53,49.65003178510823,51.88 -noisy_labels_exact,0.3,3333,53,19.731044433452066,20.72 -noisy_labels_exact,0.3,4444,53,15.529537996116604,22.72 -noisy_labels_exact,0.3,5555,53,49.13054521275364,53.2 -noisy_labels_exact,0.3,6666,53,49.715146324807854,51.84 -noisy_labels_exact,0.3,7777,53,49.99126369428549,52.72 -noisy_labels_exact,0.3,8888,53,18.467990965791948,19.36 -noisy_labels_exact,0.3,9999,53,51.72463260106955,53.76 -noisy_labels_exact,0.3,42,53,19.012692435566077,24.08 -noisy_labels_exact,0.3,Mean,Mean,34.762684435199,37.696 -noisy_labels_exact,0.3,STD,STD,15.43530936533252,15.102341010585082 -noisy_labels_exact,0.4,1111,54,36.62954303929465,38.56 -noisy_labels_exact,0.4,2222,54,46.80646970992935,48.32 -noisy_labels_exact,0.4,3333,54,24.544982596382077,25.68 -noisy_labels_exact,0.4,4444,54,22.89049372148853,25.56 -noisy_labels_exact,0.4,5555,54,44.615629685359565,46.28 -noisy_labels_exact,0.4,6666,54,18.111040947843424,19.52 -noisy_labels_exact,0.4,7777,54,18.627610539736107,19.88 -noisy_labels_exact,0.4,8888,54,47.60965423449342,49.76 -noisy_labels_exact,0.4,9999,54,10.900460495031941,12.48 -noisy_labels_exact,0.4,42,54,31.336308128809954,34.72 -noisy_labels_exact,0.4,Mean,Mean,30.207219309836905,32.076 -noisy_labels_exact,0.4,STD,STD,12.519003284805148,12.653631257469138 -noisy_labels_exact,0.5,1111,55,13.784750664280034,14.28 -noisy_labels_exact,0.5,2222,55,16.232147707302666,18.12 -noisy_labels_exact,0.5,3333,55,20.377381037741056,21.56 -noisy_labels_exact,0.5,4444,55,9.253972312682546,10.48 -noisy_labels_exact,0.5,5555,55,13.984971236654289,14.48 -noisy_labels_exact,0.5,6666,55,14.928514923740678,16.8 -noisy_labels_exact,0.5,7777,55,20.65338043611025,22.32 -noisy_labels_exact,0.5,8888,55,15.597691509707216,17.32 -noisy_labels_exact,0.5,9999,55,15.578438761542206,17.08 -noisy_labels_exact,0.5,42,55,10.272985067158645,11.24 -noisy_labels_exact,0.5,Mean,Mean,15.06642336569196,16.368000000000002 -noisy_labels_exact,0.5,STD,STD,3.4773058518461273,3.687028071496066 -noisy_labels_exact,0.6,1111,56,9.939810495749711,10.16 -noisy_labels_exact,0.6,2222,56,21.72427480398256,24.08 -noisy_labels_exact,0.6,3333,56,16.91877950463197,18.8 -noisy_labels_exact,0.6,4444,56,7.091004726680393,7.52 -noisy_labels_exact,0.6,5555,56,22.305765468730502,23.4 -noisy_labels_exact,0.6,6666,56,10.251683768281382,11.16 -noisy_labels_exact,0.6,7777,56,10.23377264951947,10.72 -noisy_labels_exact,0.6,8888,56,4.8528306069461165,4.92 -noisy_labels_exact,0.6,9999,56,17.97561198521022,19.2 -noisy_labels_exact,0.6,42,56,4.804415249924532,4.88 -noisy_labels_exact,0.6,Mean,Mean,12.609794925965684,13.483999999999998 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-noisy_labels_exact,0.9,42,59,5.152206720260163,6.08 -noisy_labels_exact,0.9,Mean,Mean,11.575254089389173,12.431999999999999 -noisy_labels_exact,0.9,STD,STD,4.616398643959951,5.020909877701452 diff --git a/arm/raw_qdhf/stochastic_experiment_results.csv b/arm/raw_qdhf/stochastic_experiment_results.csv deleted file mode 100755 index 4a178ef..0000000 --- a/arm/raw_qdhf/stochastic_experiment_results.csv +++ /dev/null @@ -1,301 +0,0 @@ -Method,Parameter,Seed,Trial ID,QD Score,Coverage -stochastic,0.05,1111,10,51.544186642815205,55.8 -stochastic,0.05,2222,10,56.491483415851334,59.2 -stochastic,0.05,3333,10,57.332594017508534,60.64 -stochastic,0.05,4444,10,46.62834828124833,49.36 -stochastic,0.05,Mean,Mean,52.99915308935585,56.25 -stochastic,0.05,STD,STD,4.291828358948953,4.348827428169576 -stochastic,0.1,1111,11,53.946961082890454,57.68 -stochastic,0.1,2222,11,53.99495810107372,56.36 -stochastic,0.1,3333,11,52.8457505428274,55.16 -stochastic,0.1,4444,11,53.45549522007601,56.64 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def __init__(self, margin=0.05): self.margin = margin - def robust_loss(self, delta_dis, y, robust_loss, robust_parameter=None, epoch=0): + def robust_loss(self, delta_dis, y, robust_loss, parameter, robust_parameter=None, epoch=0): robust_parameter = robust_parameter or {} if robust_loss == 'reweight': @@ -19,6 +20,18 @@ def robust_loss(self, delta_dis, y, robust_loss, robust_parameter=None, epoch=0) elif robust_loss == 'label_smoothing': alpha = robust_parameter.get("alpha", 0.05) return self.label_smoothing_triplet_loss(delta_dis, y, alpha=alpha) + + elif robust_loss == 'rDPO': + epsilon = parameter + return self.rDPO_triplet_loss(delta_dis, y, epsilon=epsilon) + + elif robust_loss == 'cDPO': + epsilon = parameter + return self.cDPO_triplet_loss(delta_dis, y, epsilon=epsilon) + + elif robust_loss == 'None': + loss_fn = lambda y, delta_dis: torch.max(torch.tensor([0.0]), 0.05 - y * delta_dis).mean() + return loss_fn(y, delta_dis) else: raise ValueError(f"unknown robust method: {robust_loss}") @@ -47,29 +60,78 @@ def truncated_triplet_loss(self, delta_dis, y, epoch, alpha=0.1, epsilon_max=0.1 return loss_sample.mean() - def smooth_labels(self, y, alpha, num_classes=2): - # 将 {-1, +1} 转为 {0, 1} + def smooth_labels(self, y, alpha=0.1, num_classes=2): + if alpha <= 1e-6: + return y, y # 不平滑 + y_idx = ((y + 1) / 2).long() + I = torch.eye(num_classes, device=y.device, dtype=y.dtype) + J = torch.ones((num_classes, num_classes), device=y.device, dtype=y.dtype) + M = (1 - alpha) * I + (alpha / num_classes) * J - # 构建 smearing matrix M = (1 - α)I + (α / L) J - I = torch.eye(num_classes, device=y.device) - J = torch.ones((num_classes, num_classes), device=y.device) - M = (1 - alpha) * I + (alpha / num_classes) * J # shape: (L, L) + soft_labels = M[y_idx] + y_smooth = soft_labels[:, 1] - soft_labels[:, 0] # 转换为 ∈ [-1, 1] + y_smooth = torch.clamp(y_smooth, -1.0, 1.0) + return soft_labels, y_smooth - # 使用 M 查表构造 soft label - soft_labels = M[y_idx] # shape: (batch_size, num_classes) - return soft_labels def label_smoothing_triplet_loss(self, delta_dis, y, alpha): - # 构造 soft_label 分布 - soft_labels = self.smooth_labels(y, alpha=alpha, num_classes=2) # shape: (B, 2) - - # 获取 soft 正负权重 - pos_weight = soft_labels[:, 1] # 对应标签 +1 的 soft 概率 - neg_weight = soft_labels[:, 0] # 对应标签 -1 的 soft 概率 - - # 相当于 y ∈ [-1, +1] 的 soft 版本 - y_smooth = pos_weight - neg_weight # shape: (B,) - + _, y_smooth = self.smooth_labels(y, alpha=alpha, num_classes=2) loss = torch.clamp(self.margin - y_smooth * delta_dis, min=0.0) return loss.mean() + + + def rDPO_triplet_loss(self, delta_dis, y, epsilon=0.1): + # print(epsilon) + y = y.to(delta_dis.device) + loss_clean = -torch.log(torch.sigmoid(delta_dis * y) + 1e-8) # as if label = +1 + loss_flipped = -torch.log(torch.sigmoid(-delta_dis * y) + 1e-8) # as if label = -1 + + numerator = (1 - epsilon) * loss_clean - epsilon * loss_flipped + denominator = 1 - 2 * epsilon + corrected_loss = numerator / (denominator + 1e-8) # add epsilon to avoid div 0 + return corrected_loss.mean() + + def cDPO_triplet_loss(self, delta_dis, y, epsilon=0.1): + y = y.to(delta_dis.device) + log_prob_clean = torch.log(torch.sigmoid(delta_dis * y) + 1e-8) # as if label = +1 + log_prob_flipped = torch.log(torch.sigmoid(-delta_dis * y) + 1e-8) # as if label = -1 + + # Weighted sum per noisy label distribution + loss = -((1 - epsilon) * log_prob_clean + epsilon * log_prob_flipped) + return loss.mean() + + + +class TripletCDRP(nn.Module): + def __init__(self, gamma=5.0, eta=0.5, eps=0.01): + super(TripletCDRP, self).__init__() + self.gamma = gamma + self.eta = eta + self.eps = eps + + def forward(self, ref_embed, x1_embed, x2_embed, pref_label): + d1 = torch.sum((ref_embed - x1_embed) ** 2, dim=-1) + d2 = torch.sum((ref_embed - x2_embed) ** 2, dim=-1) + logits = torch.stack([-d1, -d2], dim=1) # (B, 2) + logits = torch.clamp(logits, min=-20, max=20) + probs = torch.softmax(logits, dim=1) # (B, 2) + + labels = ((pref_label + 1) // 2).long() + + # Base CE loss + ce_loss = nn.NLLLoss(reduction="none") + log_probs = torch.log(probs + 1e-8) + # nominal_loss = ce_loss(log_probs, labels) # (B,) + + # C(y', y) = gamma if y' != y else 0 + gamma = self.gamma + penalty = gamma * (1 - torch.nn.functional.one_hot(labels, num_classes=2).to(logits.device)) + + # robust loss inner: max_y' [l(y') - gamma * 1_{y' ≠ y}] + loss_all = ce_loss(log_probs.repeat(1, 2).reshape(-1, 2), torch.tensor([0, 1] * logits.shape[0]).to(logits.device)).reshape(-1, 2) + robust_loss = (loss_all - penalty).max(dim=1).values + + final_loss = self.eps * gamma + robust_loss.mean() + + return final_loss diff --git a/arm/run_arm.sh b/arm/run_arm.sh index 9d0af85..ebe838b 100755 --- a/arm/run_arm.sh +++ b/arm/run_arm.sh @@ -2,90 +2,6 @@ export CUDA_VISIBLE_DEVICES=0 -# python run_experiment.py -python main.py --seed 1111 --trial_id 54 --noisy_method noisy_labels_exact --parameter 0.3 --robust_loss label_smoothing -# 设置噪声方法和对应的参数列表 -# declare -A noisy_methods -# noisy_methods["stochastic"]='0.05 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9' -# noisy_methods["add_equal_noise"]='1 2 5 10' -# noisy_methods["flip_by_distance"]='1 2 5 10 15 20 25 30' -# noisy_methods["flip_labels_asymmetric"]='0.025 0.05 0.1 0.15 0.2 0.25 0.3 0.35 0.4 0.45' -# noisy_methods["noisy_labels_exact"]='0.05 0.1 0.2' - -# base_trial_id_stochastic=10 -# base_trial_id_equal_noise=20 -# base_trial_id_flip_by_distance=30 -# base_trial_id_flip_labels_asymmetric=40 -# base_trial_id_noisy_labels_exact=50 - -# seeds=("1111" "2222" "3333" "4444") - -# declare -A qd_scores -# declare -A coverage_scores - -# output_csv="experiment_results.csv" -# echo "Method,Parameter,Seed,Trial ID,QD Score,Coverage" > $output_csv - -# for method in "${!noisy_methods[@]}"; do -# params=(${noisy_methods[$method]}) - -# if [ "$method" == "stochastic" ]; then -# trial_id=$base_trial_id_stochastic -# elif [ "$method" == "add_equal_noise" ]; then -# trial_id=$base_trial_id_equal_noise -# elif [[ "$method" == "flip_by_distance" ]]; then -# trial_id=$base_trial_id_flip_by_distance -# elif [[ "$method" == "flip_labels_asymmetric" ]]; then -# trial_id=$base_trial_id_flip_labels_asymmetric -# elif [[ "$method" == "noisy_labels_exact" ]]; then -# trial_id=$base_trial_id_noisy_labels_exact -# else -# trial_id=0 -# fi - -# # 遍历每个参数,计算并设置 trial_id -# for param in "${params[@]}"; do -# # 存储当前 method 和 param 的 qd score 和 coverage 的数组 -# qd_scores=() -# coverage_scores=() - -# for seed in "${seeds[@]}"; do -# # 执行 Python 脚本,传入 trial_id、noisy_method、parameter 和 seed -# echo "Running experiment with method: $method, parameter: $param, trial_id: $trial_id, seed: $seed" - -# # 捕获输出的 qd score 和 coverage -# output=$(python main.py --seed $seed --trial_id $trial_id --noisy_method $method --parameter $param) - -# # 提取 qd score 和 coverage,假设它们在输出中是以类似 "QD score: X" 和 "Coverage: Y" 的格式出现 -# qd_score=$(echo "$output" | grep -oP 'QD score: \K[0-9.]+') -# coverage=$(echo "$output" | grep -oP 'Coverage: \K[0-9.]+') - -# echo "$method,$param,$seed,$trial_id,$qd_score,$coverage" >> $output_csv - -# # 将 qd score 和 coverage 添加到数组中 -# qd_scores+=("$qd_score") -# coverage_scores+=("$coverage") - - -# # 增加 trial_id,以便下一个实验使用新的 ID -# ((trial_id++)) -# done - -# # 计算 qd score 和 coverage 的 mean 和 std -# qd_mean=$(echo "${qd_scores[@]}" | awk '{for(i=1;i<=NF;i++)s+=$i} END {print s/NF}') -# qd_std=$(echo "${qd_scores[@]}" | awk '{for(i=1;i<=NF;i++)s+=$i; sumsq+=$i*$i} END {print sqrt(sumsq/NF - (s/NF)^2)}') - -# coverage_mean=$(echo "${coverage_scores[@]}" | awk '{for(i=1;i<=NF;i++)s+=$i} END {print s/NF}') -# coverage_std=$(echo "${coverage_scores[@]}" | awk '{for(i=1;i<=NF;i++)s+=$i; sumsq+=$i*$i} END {print sqrt(sumsq/NF - (s/NF)^2)}') - -# # 打印结果 -# echo "For method: $method, parameter: $param, Mean QD score: $qd_mean, QD score STD: $qd_std" -# echo "For method: $method, parameter: $param, Mean Coverage: $coverage_mean, Coverage STD: $coverage_std" - -# # 将 mean 和 std 添加到 CSV 文件中 -# echo "$method,$param,Mean,Mean,$qd_mean,$coverage_mean" >> $output_csv -# echo "$method,$param,STD,STD,$qd_std,$coverage_std" >> $output_csv -# done -# done - -# echo "Experiment results have been saved to $output_csv" \ No newline at end of file +python run_experiment2.py --noise_type noisy_labels_exact --robust rDPO --device cuda +# noisy_labels_exact stochastic flip_labels_asymmetric +# source .venv/bin/activate \ No newline at end of file diff --git a/arm/run_experiment.py b/arm/run_experiment.py index d8f2d2e..bfafc1f 100755 --- a/arm/run_experiment.py +++ b/arm/run_experiment.py @@ -2,16 +2,27 @@ import pandas as pd import numpy as np import re -import os # 用于检查文件是否存在 +import os +import gc +import time +import torch +import argparse + +parser = argparse.ArgumentParser(description="Run QDHF experiments with config") +parser.add_argument("--noise_type", type=str, required=True) +parser.add_argument("--robust", type=str) +parser.add_argument('--device', type=str, choices=['cpu', 'cuda'], default='cpu') +args = parser.parse_args() # 实验设置 -noisy_methods = { - # "noisy_labels_exact": [0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9] - # "stochastic": [0.05, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9], - # "add_equal_noise": [1, 2, 5, 10, 15, 20, 25, 30], - # "flip_by_distance": [1, 2, 5, 10, 15, 20, 25, 30], +noisy_list = { + "noisy_labels_exact": [0.05, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9], + "stochastic": [0.05, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9], + "add_equal_noise": [1, 2, 5, 10, 15, 20, 25, 30], + "flip_by_distance": [1, 2, 5, 10, 15, 20, 25, 30], "flip_labels_asymmetric": [0.05, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9] } +noisy_methods = {args.noise_type: noisy_list[args.noise_type]} base_trial_ids = { "stochastic": 10, "add_equal_noise": 20, @@ -23,7 +34,7 @@ # 主逻辑 for method, params in noisy_methods.items(): - csv_path = f"/mnt/data6t/qdhf/arm/reweight_logs/{method}_experiment_results.csv" + csv_path = f"/mnt/data6t/qdhf/arm/{args.robust}_logs/{method}_experiment_results.csv" # 检查文件是否存在,如果存在则跳过创建 if os.path.exists(csv_path): @@ -38,21 +49,21 @@ qd_scores = [] coverage_scores = [] + for seed in seeds: - print(f"Running experiment with method={method}, param={param}, trial_id={trial_id}, seed={seed}") - # 实际运行调用(如果要跑真实代码,可以取消注释) + print(f"Running experiment with method={method}, param={param}, robust={args.robust}, trial_id={trial_id}, seed={seed}") result = subprocess.run( ["python", "main.py", "--seed", seed, "--trial_id", str(trial_id), - "--noisy_method", method, "--parameter", str(param)], + "--noisy_method", method, "--parameter", str(param), "--robust_loss", + args.robust, "--device", args.device], stdout=subprocess.PIPE, stderr=subprocess.PIPE, text=True ) + result.check_returncode() output = result.stdout print(output) - # 提取 QD score 和 Coverage(从最后一行提取) try: - # 使用正则表达式匹配 QD score 和 Coverage match = re.search(r"QD score: ([\d\.]+) Coverage: ([\d\.]+)", output) if match: qd_score = float(match.group(1)) @@ -74,17 +85,18 @@ "QD Score": qd_score, "Coverage": coverage } - # 如果是第一次写入,写表头,否则追加 + pd.DataFrame([record]).to_csv(csv_path, mode='a', header=header_written, index=False) header_written = False # 只有第一次写入时才写表头 + + gc.collect() + time.sleep(2) - # 可选:如果需要添加统计数据(均值和标准差),可以在此进行计算 qd_mean = np.nanmean(qd_scores) qd_std = np.nanstd(qd_scores) coverage_mean = np.nanmean(coverage_scores) coverage_std = np.nanstd(coverage_scores) - # 将统计数据写入 CSV stats_record = { "Method": method, "Parameter": param, diff --git a/arm/run_experiment1.py b/arm/run_experiment1.py new file mode 100644 index 0000000..b92e1cc --- /dev/null +++ b/arm/run_experiment1.py @@ -0,0 +1,120 @@ +import subprocess +import pandas as pd +import numpy as np +import re +import os +import gc +import time +import torch +import argparse + +parser = argparse.ArgumentParser(description="Run QDHF experiments with config") +parser.add_argument("--robust", type=str) +parser.add_argument('--device', type=str, choices=['cpu', 'cuda'], default='cpu') +args = parser.parse_args() + +device = 'cuda' +robust = 'crdo' +# 实验设置 +noisy_methods = { + # "noisy_labels_exact": [0.05, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9] + # "stochastic": [0.05, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9], + # "add_equal_noise": [1, 2, 5, 10, 15, 20, 25, 30], + # "flip_by_distance": [1, 2, 5, 10, 15, 20, 25, 30], + "flip_labels_asymmetric": [0.05, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9] +} +base_trial_ids = { + "stochastic": 10, + "add_equal_noise": 20, + "flip_by_distance": 30, + "flip_labels_asymmetric": 40, + "noisy_labels_exact": 50 +} +seeds = ["1111", "2222", "3333", "4444", "5555", "6666", "7777", "8888", "9999", "42"] + +# 主逻辑 +for method, params in noisy_methods.items(): + csv_path = f"/mnt/data6t/qdhf/arm/{args.robust}_logs/{method}_experiment_results.csv" + + # 检查文件是否存在,如果存在则跳过创建 + if os.path.exists(csv_path): + print(f"CSV file for method {method} already exists, skipping creation.") + header_written = False + else: + header_written = True + + base_trial_id = base_trial_ids[method] + for i, param in enumerate(params): + trial_id = base_trial_id + i + + qd_scores = [] + coverage_scores = [] + + + for seed in seeds: + print(f"Running experiment with method={method}, param={param}, robust={args.robust}, trial_id={trial_id}, seed={seed}") + result = subprocess.run( + ["python", "main.py", "--seed", seed, "--trial_id", str(trial_id), + "--noisy_method", method, "--parameter", str(param), "--robust_loss", + robust, "--device", device], + stdout=subprocess.PIPE, stderr=subprocess.PIPE, text=True + ) + result.check_returncode() + output = result.stdout + print(output) + + try: + match = re.search(r"QD score: ([\d\.]+) Coverage: ([\d\.]+)", output) + if match: + qd_score = float(match.group(1)) + coverage = float(match.group(2)) + else: + qd_score, coverage = np.nan, np.nan + except Exception: + qd_score, coverage = np.nan, np.nan + + qd_scores.append(qd_score) + coverage_scores.append(coverage) + + # 每次实验结果写入 CSV + record = { + "Method": method, + "Parameter": param, + "Seed": seed, + "Trial ID": trial_id, + "QD Score": qd_score, + "Coverage": coverage + } + + pd.DataFrame([record]).to_csv(csv_path, mode='a', header=header_written, index=False) + header_written = False # 只有第一次写入时才写表头 + + gc.collect() + time.sleep(2) + + qd_mean = np.nanmean(qd_scores) + qd_std = np.nanstd(qd_scores) + coverage_mean = np.nanmean(coverage_scores) + coverage_std = np.nanstd(coverage_scores) + + stats_record = { + "Method": method, + "Parameter": param, + "Seed": "Mean", + "Trial ID": "Mean", + "QD Score": qd_mean, + "Coverage": coverage_mean + } + pd.DataFrame([stats_record]).to_csv(csv_path, mode='a', header=False, index=False) + + stats_record = { + "Method": method, + "Parameter": param, + "Seed": "STD", + "Trial ID": "STD", + "QD Score": qd_std, + "Coverage": coverage_std + } + pd.DataFrame([stats_record]).to_csv(csv_path, mode='a', header=False, index=False) + +print(f"Experiment results have been saved to {csv_path}") diff --git a/arm/run_experiment2.py b/arm/run_experiment2.py new file mode 100644 index 0000000..bfafc1f --- /dev/null +++ b/arm/run_experiment2.py @@ -0,0 +1,120 @@ +import subprocess +import pandas as pd +import numpy as np +import re +import os +import gc +import time +import torch +import argparse + +parser = argparse.ArgumentParser(description="Run QDHF experiments with config") +parser.add_argument("--noise_type", type=str, required=True) +parser.add_argument("--robust", type=str) +parser.add_argument('--device', type=str, choices=['cpu', 'cuda'], default='cpu') +args = parser.parse_args() + +# 实验设置 +noisy_list = { + "noisy_labels_exact": [0.05, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9], + "stochastic": [0.05, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9], + "add_equal_noise": [1, 2, 5, 10, 15, 20, 25, 30], + "flip_by_distance": [1, 2, 5, 10, 15, 20, 25, 30], + "flip_labels_asymmetric": [0.05, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9] +} +noisy_methods = {args.noise_type: noisy_list[args.noise_type]} +base_trial_ids = { + "stochastic": 10, + "add_equal_noise": 20, + "flip_by_distance": 30, + "flip_labels_asymmetric": 40, + "noisy_labels_exact": 50 +} +seeds = ["1111", "2222", "3333", "4444", "5555", "6666", "7777", "8888", "9999", "42"] + +# 主逻辑 +for method, params in noisy_methods.items(): + csv_path = f"/mnt/data6t/qdhf/arm/{args.robust}_logs/{method}_experiment_results.csv" + + # 检查文件是否存在,如果存在则跳过创建 + if os.path.exists(csv_path): + print(f"CSV file for method {method} already exists, skipping creation.") + header_written = False + else: + header_written = True + + base_trial_id = base_trial_ids[method] + for i, param in enumerate(params): + trial_id = base_trial_id + i + + qd_scores = [] + coverage_scores = [] + + + for seed in seeds: + print(f"Running experiment with method={method}, param={param}, robust={args.robust}, trial_id={trial_id}, seed={seed}") + result = subprocess.run( + ["python", "main.py", "--seed", seed, "--trial_id", str(trial_id), + "--noisy_method", method, "--parameter", str(param), "--robust_loss", + args.robust, "--device", args.device], + stdout=subprocess.PIPE, stderr=subprocess.PIPE, text=True + ) + result.check_returncode() + output = result.stdout + print(output) + + try: + match = re.search(r"QD score: ([\d\.]+) Coverage: ([\d\.]+)", output) + if match: + qd_score = float(match.group(1)) + coverage = float(match.group(2)) + else: + qd_score, coverage = np.nan, np.nan + except Exception: + qd_score, coverage = np.nan, np.nan + + qd_scores.append(qd_score) + coverage_scores.append(coverage) + + # 每次实验结果写入 CSV + record = { + "Method": method, + "Parameter": param, + "Seed": seed, + "Trial ID": trial_id, + "QD Score": qd_score, + "Coverage": coverage + } + + pd.DataFrame([record]).to_csv(csv_path, mode='a', header=header_written, index=False) + header_written = False # 只有第一次写入时才写表头 + + gc.collect() + time.sleep(2) + + qd_mean = np.nanmean(qd_scores) + qd_std = np.nanstd(qd_scores) + coverage_mean = np.nanmean(coverage_scores) + coverage_std = np.nanstd(coverage_scores) + + stats_record = { + "Method": method, + "Parameter": param, + "Seed": "Mean", + "Trial ID": "Mean", + "QD Score": qd_mean, + "Coverage": coverage_mean + } + pd.DataFrame([stats_record]).to_csv(csv_path, mode='a', header=False, index=False) + + stats_record = { + "Method": method, + "Parameter": param, + "Seed": "STD", + "Trial ID": "STD", + "QD Score": qd_std, + "Coverage": coverage_std + } + pd.DataFrame([stats_record]).to_csv(csv_path, mode='a', header=False, index=False) + +print(f"Experiment results have been saved to {csv_path}") diff --git a/arm/run_simple.sh b/arm/run_simple.sh new file mode 100755 index 0000000..274b037 --- /dev/null +++ b/arm/run_simple.sh @@ -0,0 +1,7 @@ +#!/bin/bash + + +# python run_experiment1.py +# python main.py --seed 1111 --trial_id 53 --noisy_method noisy_labels_exact --parameter 0.3 --robust_loss label_smoothing +python main.py --seed 1111 --trial_id 53 --noisy_method noisy_labels_exact --parameter 0.3 --robust_loss cDPO --device cuda --cuda_index 1 +# python main.py --seed 5555 --trial_id 53 --noisy_method noisy_labels_exact --parameter 0.3 --robust_loss rDPO \ No newline at end of file diff --git a/arm/utils.py b/arm/utils.py index 2326a78..4d16829 100755 --- a/arm/utils.py +++ b/arm/utils.py @@ -4,7 +4,7 @@ import numpy as np import time from generate_noise import NoiseGenerator -from robust_loss import RobustLossAgent +from robust_loss import RobustLossAgent, TripletCDRP class DisEmbed(nn.Module): def __init__(self, input_dim, latent_dim): @@ -43,6 +43,7 @@ def fit_dis_embed( ): # 这个函数使用 triplet-based contrastive learning,训练一个模型在嵌入空间中表示“人类感知下的多样性” # inputs是随机产生的角度 + # print(device) t = time.time() model = DisEmbed(input_dim=inputs.shape[-1], latent_dim=latent_dim) model.to(device) @@ -94,7 +95,7 @@ def fit_dis_embed( batch2 = torch.tensor(x2_train[idx], dtype=torch.float32).to(device) optimizer.zero_grad() - delta_dis = model.triplet_delta_dis(batch_ref, batch1, batch2) + gt_dis = np.sum( ( np.square(ref_gt_train[idx] - x1_gt_train[idx]) @@ -104,16 +105,23 @@ def fit_dis_embed( ) # print("abs(gt_dis) percentiles:",np.percentile(np.abs(gt_dis), [0, 5, 10, 20, 30, 50, 60, 70, 90, 100])) noise_gen = NoiseGenerator() - gt = torch.tensor(gt_dis > 0, dtype=torch.float32) * 2 - 1 # 产生无噪声标签 gt_noise = noise_gen.generate_noise( gt, gt_dis, noisy_method=noisy_method, parameter=parameter) # loss = loss_fn(gt_noise, delta_dis) - loss_agent = RobustLossAgent(margin=0.05) - + # 使用 Reweighted loss - loss = loss_agent.robust_loss(delta_dis, gt_noise, robust_loss, epoch=epoch) + if robust_loss == 'crdo': + ref_embed = model.forward(batch_ref).to(device) + x1_embed = model.forward(batch1).to(device) + x2_embed = model.forward(batch2).to(device) + triplet_loss_fn = TripletCDRP(gamma=5.0, eta=0.5, eps=0.01).to(device) + loss = triplet_loss_fn(ref_embed, x1_embed, x2_embed, gt_noise).to(device) + else: + loss_agent = RobustLossAgent(margin=0.05) + delta_dis = model.triplet_delta_dis(batch_ref, batch1, batch2) + loss = loss_agent.robust_loss(delta_dis, gt_noise, robust_loss, parameter, epoch, device).to(device) loss.backward() optimizer.step() @@ -122,9 +130,9 @@ def fit_dis_embed( n_total = 0 with torch.no_grad(): idx = np.arange(n_val) - batch_ref = torch.tensor(ref_val[idx], dtype=torch.float32) - batch1 = torch.tensor(x1_val[idx], dtype=torch.float32) - batch2 = torch.tensor(x2_val[idx], dtype=torch.float32) + batch_ref = torch.tensor(ref_val[idx], dtype=torch.float32).to(device) + batch1 = torch.tensor(x1_val[idx], dtype=torch.float32).to(device) + batch2 = torch.tensor(x2_val[idx], dtype=torch.float32).to(device) delta_dis = model.triplet_delta_dis(batch_ref, batch1, batch2) pred = delta_dis > 0 gt_dis = np.sum( @@ -134,7 +142,7 @@ def fit_dis_embed( ), -1, ) - gt = torch.tensor(gt_dis > 0) + gt = torch.tensor(gt_dis > 0).to(device) n_correct += (pred == gt).sum().item() n_total += len(idx) From da262f412b9124019be0cf92dced43d6ef4b1754 Mon Sep 17 00:00:00 2001 From: Johnny221B Date: Thu, 24 Apr 2025 17:11:09 +0800 Subject: [PATCH 15/20] update --- RIME0/check.py | 3 - arm/robust_loss.py | 26 +++ arm/run_simple.sh | 2 +- arm/utils.py | 111 ++++++++---- draw_pic.py | 72 ++++++++ lsi/generate_noise.py | 7 +- lsi/lsi_utils.py | 99 +++++++++-- lsi/main.py | 49 ++++-- lsi/noisy_labels_exact_experiment_results.csv | 7 - lsi/robust_loss.py | 163 ++++++++++++++++++ lsi/run_lsi.sh | 4 +- ...p_labels_asymmetric_experiment_results.csv | 61 ------- maze/main.py | 59 ++++++- .../noisy_labels_exact_experiment_results.csv | 57 ------ maze/robust_loss.py | 163 ++++++++++++++++++ maze/run_experiment.py | 45 +++-- maze/run_maze.sh | 8 +- maze/run_simple.sh | 5 + maze/stochastic_experiment_results.csv | 10 -- maze/utils.py | 102 +++++++++-- 20 files changed, 800 insertions(+), 253 deletions(-) delete mode 100644 RIME0/check.py create mode 100644 draw_pic.py delete mode 100644 lsi/noisy_labels_exact_experiment_results.csv create mode 100644 lsi/robust_loss.py delete mode 100644 maze/flip_labels_asymmetric_experiment_results.csv delete mode 100644 maze/noisy_labels_exact_experiment_results.csv create mode 100644 maze/robust_loss.py mode change 100644 => 100755 maze/run_experiment.py create mode 100755 maze/run_simple.sh delete mode 100644 maze/stochastic_experiment_results.csv diff --git a/RIME0/check.py b/RIME0/check.py deleted file mode 100644 index 71957ea..0000000 --- a/RIME0/check.py +++ /dev/null @@ -1,3 +0,0 @@ -""" -Hello world -""" \ No newline at end of file diff --git a/arm/robust_loss.py b/arm/robust_loss.py index 91507a0..ebcd98f 100644 --- a/arm/robust_loss.py +++ b/arm/robust_loss.py @@ -135,3 +135,29 @@ def forward(self, ref_embed, x1_embed, x2_embed, pref_label): final_loss = self.eps * gamma + robust_loss.mean() return final_loss + + +class InstanceEarlyStopper: + def __init__(self, num_samples, patience=3, delta=1e-4): + self.patience = patience + self.delta = delta + self.loss_history = [[] for _ in range(num_samples)] + self.mask = torch.zeros(num_samples, dtype=torch.bool) # True 表示“停止训练该样本” + + def update(self, indices, losses): + for i, idx in enumerate(indices): + idx = int(idx) + if self.mask[idx]: + continue + self.loss_history[idx].append(losses[i].item()) + + if len(self.loss_history[idx]) >= self.patience: + l_hist = self.loss_history[idx][-self.patience:] + if len(l_hist) == self.patience: + delta2 = sum([-l_hist[j] + 2*l_hist[j+1] - l_hist[j+2] for j in range(self.patience - 2)]) + + if abs(delta2) < self.delta: + self.mask[idx] = True + + def get_active_indices(self, all_indices): + return [idx for idx in all_indices if not self.mask[int(idx)]] diff --git a/arm/run_simple.sh b/arm/run_simple.sh index 274b037..99c7498 100755 --- a/arm/run_simple.sh +++ b/arm/run_simple.sh @@ -3,5 +3,5 @@ # python run_experiment1.py # python main.py --seed 1111 --trial_id 53 --noisy_method noisy_labels_exact --parameter 0.3 --robust_loss label_smoothing -python main.py --seed 1111 --trial_id 53 --noisy_method noisy_labels_exact --parameter 0.3 --robust_loss cDPO --device cuda --cuda_index 1 +python main.py --seed 2222 --trial_id 53 --noisy_method noisy_labels_exact --parameter 0.3 --robust_loss ies --device cuda --cuda_index 1 # python main.py --seed 5555 --trial_id 53 --noisy_method noisy_labels_exact --parameter 0.3 --robust_loss rDPO \ No newline at end of file diff --git a/arm/utils.py b/arm/utils.py index 4d16829..1d27200 100755 --- a/arm/utils.py +++ b/arm/utils.py @@ -4,7 +4,7 @@ import numpy as np import time from generate_noise import NoiseGenerator -from robust_loss import RobustLossAgent, TripletCDRP +from robust_loss import RobustLossAgent, TripletCDRP, InstanceEarlyStopper class DisEmbed(nn.Module): def __init__(self, input_dim, latent_dim): @@ -84,47 +84,98 @@ def fit_dis_embed( # x1_gt_val = x1_gt_train # x2_gt_val = x2_gt_train + # if robust_loss == 'ies': + # early_stopper = InstanceEarlyStopper(num_samples=n_train, patience=3, delta=1e-3) # best_acc = 0 # counter = 0 val_acc = [] for epoch in range(1000): - for _ in range(n_iters_per_epoch): - idx = np.random.choice(n_train, batch_size) - batch_ref = torch.tensor(ref_train[idx], dtype=torch.float32).to(device) - batch1 = torch.tensor(x1_train[idx], dtype=torch.float32).to(device) - batch2 = torch.tensor(x2_train[idx], dtype=torch.float32).to(device) + if epoch < 100: + early_stopper = InstanceEarlyStopper(num_samples=n_train, patience=3, delta=1e-1) + else: + early_stopper = InstanceEarlyStopper(num_samples=n_train, patience=3, delta=5e-2) + if robust_loss == 'ies': + full_idx = np.arange(n_train) + active_idx = early_stopper.get_active_indices(full_idx) + + if len(active_idx) <= batch_size: + print("All triplets stopped early.") + break + + batch_idx = np.random.choice(active_idx, batch_size) + + batch_ref = torch.tensor(ref_train[batch_idx], dtype=torch.float32).to(device) + batch1 = torch.tensor(x1_train[batch_idx], dtype=torch.float32).to(device) + batch2 = torch.tensor(x2_train[batch_idx], dtype=torch.float32).to(device) + + ref_embed = model.forward(batch_ref) + x1_embed = model.forward(batch1) + x2_embed = model.forward(batch2) - optimizer.zero_grad() - gt_dis = np.sum( - ( - np.square(ref_gt_train[idx] - x1_gt_train[idx]) - - np.square(ref_gt_train[idx] - x2_gt_train[idx]) - ), - -1, + np.square(ref_gt_train[batch_idx] - x1_gt_train[batch_idx]) - + np.square(ref_gt_train[batch_idx] - x2_gt_train[batch_idx]), + axis=-1 ) - # print("abs(gt_dis) percentiles:",np.percentile(np.abs(gt_dis), [0, 5, 10, 20, 30, 50, 60, 70, 90, 100])) + gt = torch.tensor(gt_dis > 0, dtype=torch.float32) * 2 - 1 noise_gen = NoiseGenerator() - gt = torch.tensor(gt_dis > 0, dtype=torch.float32) * 2 - 1 # 产生无噪声标签 - gt_noise = noise_gen.generate_noise( - gt, gt_dis, noisy_method=noisy_method, parameter=parameter) - - # loss = loss_fn(gt_noise, delta_dis) + gt_noise = noise_gen.generate_noise(gt, gt_dis, noisy_method=noisy_method, parameter=parameter).to(device) + + delta_dis = model.triplet_delta_dis(batch_ref, batch1, batch2) + loss_samplewise = torch.clamp(0.05 - gt_noise * delta_dis, min=0.0) # shape: (B,) - # 使用 Reweighted loss - if robust_loss == 'crdo': - ref_embed = model.forward(batch_ref).to(device) - x1_embed = model.forward(batch1).to(device) - x2_embed = model.forward(batch2).to(device) - triplet_loss_fn = TripletCDRP(gamma=5.0, eta=0.5, eps=0.01).to(device) - loss = triplet_loss_fn(ref_embed, x1_embed, x2_embed, gt_noise).to(device) - else: - loss_agent = RobustLossAgent(margin=0.05) - delta_dis = model.triplet_delta_dis(batch_ref, batch1, batch2) - loss = loss_agent.robust_loss(delta_dis, gt_noise, robust_loss, parameter, epoch, device).to(device) + # if epoch <= 3: + # print(f"Mean: {loss_samplewise.mean().item()}") + # print(f"Standard Deviation: {loss_samplewise.std().item()}") + # print(f"Max: {loss_samplewise.max().item()}") + # print(f"Min: {loss_samplewise.min().item()}") + + loss = loss_samplewise.mean() + + optimizer.zero_grad() loss.backward() optimizer.step() + # 更新 IES 模块 + early_stopper.update(batch_idx, loss_samplewise.detach().cpu()) + else: + for _ in range(n_iters_per_epoch): + idx = np.random.choice(n_train, batch_size) + batch_ref = torch.tensor(ref_train[idx], dtype=torch.float32).to(device) + batch1 = torch.tensor(x1_train[idx], dtype=torch.float32).to(device) + batch2 = torch.tensor(x2_train[idx], dtype=torch.float32).to(device) + + optimizer.zero_grad() + + gt_dis = np.sum( + ( + np.square(ref_gt_train[idx] - x1_gt_train[idx]) + - np.square(ref_gt_train[idx] - x2_gt_train[idx]) + ), + -1, + ) + # print("abs(gt_dis) percentiles:",np.percentile(np.abs(gt_dis), [0, 5, 10, 20, 30, 50, 60, 70, 90, 100])) + noise_gen = NoiseGenerator() + gt = torch.tensor(gt_dis > 0, dtype=torch.float32) * 2 - 1 # 产生无噪声标签 + gt_noise = noise_gen.generate_noise( + gt, gt_dis, noisy_method=noisy_method, parameter=parameter) + + # loss = loss_fn(gt_noise, delta_dis) + + # 使用 Reweighted loss + if robust_loss == 'crdo': + ref_embed = model.forward(batch_ref).to(device) + x1_embed = model.forward(batch1).to(device) + x2_embed = model.forward(batch2).to(device) + triplet_loss_fn = TripletCDRP(gamma=5.0, eta=0.5, eps=0.01).to(device) + loss = triplet_loss_fn(ref_embed, x1_embed, x2_embed, gt_noise).to(device) + else: + loss_agent = RobustLossAgent(margin=0.05) + delta_dis = model.triplet_delta_dis(batch_ref, batch1, batch2) + loss = loss_agent.robust_loss(delta_dis, gt_noise, robust_loss, parameter, epoch, device).to(device) + loss.backward() + optimizer.step() + # Evaluate. n_correct = 0 n_total = 0 diff --git a/draw_pic.py b/draw_pic.py new file mode 100644 index 0000000..0b8fcac --- /dev/null +++ b/draw_pic.py @@ -0,0 +1,72 @@ +import os +import pandas as pd +import matplotlib.pyplot as plt +import argparse + +def plot_across_methods(folders, noise_type): + labels = [os.path.basename(folder.rstrip('/')).replace('_logs', '').capitalize() for folder in folders] + colors = ["blue", "green", "orange", "red", "purple", "cyan"] # 可扩展 , + fig_qd, ax_qd = plt.subplots() + fig_cov, ax_cov = plt.subplots() + + for folder, label, color in zip(folders, labels, colors): + filename = f"{noise_type}_experiment_results.csv" + file_path = os.path.join(folder, filename) + + if not os.path.exists(file_path): + print(f"文件 {file_path} 不存在,跳过。") + continue + + df = pd.read_csv(file_path) + + df_mean = df[df['Seed'] == 'Mean'].copy() + df_std = df[df['Seed'] == 'STD'].copy() + + df_mean.loc[:, 'Parameter'] = df_mean['Parameter'].astype(float) + df_std.loc[:, 'Parameter'] = df_std['Parameter'].astype(float) + + df_merged = pd.merge(df_mean, df_std, on='Parameter', suffixes=('_mean', '_std')) + df_merged = df_merged.sort_values(by='Parameter') + + x = df_merged['Parameter'] + qd_mean = df_merged['QD Score_mean'] + qd_std = df_merged['QD Score_std'] + cov_mean = df_merged['Coverage_mean'] + cov_std = df_merged['Coverage_std'] + + ax_qd.plot(x, qd_mean, label=label, color=color, marker='o', ms=3) + ax_qd.fill_between(x, qd_mean - qd_std, qd_mean + qd_std, color=color, alpha=0.2, linewidth=0) + + ax_cov.plot(x, cov_mean, label=label, color=color, marker='o', ms=3) + ax_cov.fill_between(x, cov_mean - cov_std, cov_mean + cov_std, color=color, alpha=0.2, linewidth=0) + + ax_qd.set_title(f"Impact of Noise Rate on QD Score ({noise_type.replace('_', ' ').title()})") + ax_qd.set_xlabel("Noise Rate") + ax_qd.set_ylabel("QD Score") + ax_qd.legend() + ax_qd.grid(True) + + ax_cov.set_title(f"Impact of Noise Rate on Coverage ({noise_type.replace('_', ' ').title()})") + ax_cov.set_xlabel("Noise Rate") + ax_cov.set_ylabel("Coverage") + ax_cov.legend() + ax_cov.grid(True) + + # 保存 + qd_path = f"arm/pic/qd_score_{noise_type}.png" + cov_path = f"arm/pic/coverage_{noise_type}.png" + fig_qd.savefig(qd_path, dpi=300, bbox_inches='tight') + fig_cov.savefig(cov_path, dpi=300, bbox_inches='tight') + print(f"图像已保存为:\n- {qd_path}\n- {cov_path}") + +# argparse 修改 +parser = argparse.ArgumentParser(description="Compare robust methods under a specific noise type") +parser.add_argument('--noise_type', type=str, required=True, help="e.g. flip_labels_asymmetric") +parser.add_argument('--log_dirs', nargs='+', required=True, help="List of robust method folders") + +args = parser.parse_args() +plot_across_methods(args.log_dirs, args.noise_type) + +# python draw_pic.py --noise_type noisy_labels_exact --log_dirs /mnt/data6t/qdhf/arm/logs/reweight_logs /mnt/data6t/qdhf/arm/logs/rDPO_logs /mnt/data6t/qdhf/arm/logs/label_smoothing_logs /mnt/data6t/qdhf/arm/logs/raw_qdhf_logs /mnt/data6t/qdhf/arm/logs/cDPO_logs /mnt/data6t/qdhf/arm/logs/crdo_logs +# python draw_pic.py --noise_type flip_labels_asymmetric --log_dirs /mnt/data6t/qdhf/arm/logs/reweight_logs /mnt/data6t/qdhf/arm/logs/rDPO_logs /mnt/data6t/qdhf/arm/logs/label_smoothing_logs /mnt/data6t/qdhf/arm/logs/raw_qdhf_logs /mnt/data6t/qdhf/arm/logs/cDPO_logs /mnt/data6t/qdhf/arm/logs/crdo_logs +# python draw_pic.py --noise_type stochastic --log_dirs /mnt/data6t/qdhf/arm/logs/reweight_logs /mnt/data6t/qdhf/arm/logs/rDPO_logs /mnt/data6t/qdhf/arm/logs/label_smoothing_logs /mnt/data6t/qdhf/arm/logs/raw_qdhf_logs /mnt/data6t/qdhf/arm/logs/cDPO_logs /mnt/data6t/qdhf/arm/logs/crdo_logs \ No newline at end of file diff --git a/lsi/generate_noise.py b/lsi/generate_noise.py index 6b049e8..77b87aa 100755 --- a/lsi/generate_noise.py +++ b/lsi/generate_noise.py @@ -1,6 +1,5 @@ import torch - class NoiseGenerator: def __init__(self): pass @@ -37,7 +36,7 @@ def stochastic_labels(self, gt, gt_dis, noise_ratio): gt_dis_tensor = torch.tensor(gt_dis, dtype=torch.float32) prob = torch.sigmoid(-gt_dis_tensor[noise_indices]) sampled = torch.bernoulli(prob) - noisy_labels = sampled * 2 - 1 + noisy_labels = sampled * 2 - 1 gt[noise_indices] = noisy_labels return gt @@ -47,7 +46,7 @@ def add_equal_noise(self, gt, gt_dis, delta_equal): equal_mask = torch.abs(gt_dis_tensor) < delta_equal gt_noisy = gt.clone() - gt_noisy[equal_mask] = 0 + gt_noisy[equal_mask] = 0 return gt_noisy def flip_by_distance(self, gt, gt_dis, delta_threshold): @@ -55,7 +54,7 @@ def flip_by_distance(self, gt, gt_dis, delta_threshold): flip_mask = torch.abs(gt_dis_tensor) < delta_threshold gt_noisy = gt.clone() - gt_noisy[flip_mask] = -gt_noisy[flip_mask] + gt_noisy[flip_mask] = -gt_noisy[flip_mask] return gt_noisy def flip_labels_asymmetric(self, gt, flip_rate=0.1): diff --git a/lsi/lsi_utils.py b/lsi/lsi_utils.py index 2bfa1ac..1a70c8a 100755 --- a/lsi/lsi_utils.py +++ b/lsi/lsi_utils.py @@ -5,6 +5,7 @@ from sklearn.decomposition import PCA from torch import nn from generate_noise import NoiseGenerator +from robust_loss import RobustLossAgent, TripletCDRP, InstanceEarlyStopper class DisEmbed(nn.Module): def __init__(self, input_dim, latent_dim): @@ -32,7 +33,7 @@ def triplet_delta_dis(self, ref, x1, x2): def fit_dis_embed( - inputs, gt_measures, latent_dim, batch_size=32, seed=None, device="cpu", noisy_method=None, parameter=None + inputs, gt_measures, latent_dim, batch_size=32, seed=None, device="cpu", noisy_method=None, parameter=None, robust_loss=None ): t = time.time() model = DisEmbed(input_dim=inputs.shape[-1], latent_dim=latent_dim) @@ -70,28 +71,92 @@ def fit_dis_embed( val_acc = [] for epoch in range(1000): - for _ in range(n_iters_per_epoch): - idx = np.random.choice(n_train, batch_size) - batch_ref = ref_train[idx].float() - batch1 = x1_train[idx].float() - batch2 = x2_train[idx].float() - - optimizer.zero_grad() - delta_dis = model.triplet_delta_dis(batch_ref, batch1, batch2) - gt_dis = torch.nn.functional.cosine_similarity( - ref_gt_train[idx], x2_gt_train[idx], dim=-1 - ) - torch.nn.functional.cosine_similarity( - ref_gt_train[idx], x1_gt_train[idx], dim=-1 + if epoch < 100: + early_stopper = InstanceEarlyStopper(num_samples=n_train, patience=3, delta=1e-1) + else: + early_stopper = InstanceEarlyStopper(num_samples=n_train, patience=3, delta=5e-2) + if robust_loss == 'ies': + full_idx = np.arange(n_train) + active_idx = early_stopper.get_active_indices(full_idx) + + if len(active_idx) <= batch_size: + print("All triplets stopped early.") + break + + batch_idx = np.random.choice(active_idx, batch_size) + + batch_ref = torch.tensor(ref_train[batch_idx], dtype=torch.float32).to(device) + batch1 = torch.tensor(x1_train[batch_idx], dtype=torch.float32).to(device) + batch2 = torch.tensor(x2_train[batch_idx], dtype=torch.float32).to(device) + + ref_embed = model.forward(batch_ref) + x1_embed = model.forward(batch1) + x2_embed = model.forward(batch2) + + gt_dis = np.sum( + np.square(ref_gt_train[batch_idx] - x1_gt_train[batch_idx]) - + np.square(ref_gt_train[batch_idx] - x2_gt_train[batch_idx]), + axis=-1 ) - gt = (gt_dis > 0).float() * 2 - 1 # 产生标签 + gt = torch.tensor(gt_dis > 0, dtype=torch.float32) * 2 - 1 noise_gen = NoiseGenerator() - noisy_gt = noise_gen.generate_noise( - gt, gt_dis, noisy_method=noisy_method, parameter=parameter) + gt_noise = noise_gen.generate_noise(gt, gt_dis, noisy_method=noisy_method, parameter=parameter).to(device) - loss = loss_fn(noisy_gt, delta_dis) + delta_dis = model.triplet_delta_dis(batch_ref, batch1, batch2) + loss_samplewise = torch.clamp(0.05 - gt_noise * delta_dis, min=0.0) # shape: (B,) + + # if epoch <= 3: + # print(f"Mean: {loss_samplewise.mean().item()}") + # print(f"Standard Deviation: {loss_samplewise.std().item()}") + # print(f"Max: {loss_samplewise.max().item()}") + # print(f"Min: {loss_samplewise.min().item()}") + + loss = loss_samplewise.mean() + + optimizer.zero_grad() loss.backward() optimizer.step() + # 更新 IES 模块 + early_stopper.update(batch_idx, loss_samplewise.detach().cpu()) + else: + for _ in range(n_iters_per_epoch): + idx = np.random.choice(n_train, batch_size) + batch_ref = torch.tensor(ref_train[idx], dtype=torch.float32).to(device) + batch1 = torch.tensor(x1_train[idx], dtype=torch.float32).to(device) + batch2 = torch.tensor(x2_train[idx], dtype=torch.float32).to(device) + + optimizer.zero_grad() + + gt_dis = np.sum( + ( + np.square(ref_gt_train[idx] - x1_gt_train[idx]) + - np.square(ref_gt_train[idx] - x2_gt_train[idx]) + ), + -1, + ) + # print("abs(gt_dis) percentiles:",np.percentile(np.abs(gt_dis), [0, 5, 10, 20, 30, 50, 60, 70, 90, 100])) + noise_gen = NoiseGenerator() + gt = torch.tensor(gt_dis > 0, dtype=torch.float32) * 2 - 1 # 产生无噪声标签 + gt_noise = noise_gen.generate_noise( + gt, gt_dis, noisy_method=noisy_method, parameter=parameter) + + # loss = loss_fn(gt_noise, delta_dis) + + # 使用 Reweighted loss + if robust_loss == 'crdo': + ref_embed = model.forward(batch_ref).to(device) + x1_embed = model.forward(batch1).to(device) + x2_embed = model.forward(batch2).to(device) + triplet_loss_fn = TripletCDRP(gamma=5.0, eta=0.5, eps=0.01).to(device) + loss = triplet_loss_fn(ref_embed, x1_embed, x2_embed, gt_noise).to(device) + else: + loss_agent = RobustLossAgent(margin=0.05) + delta_dis = model.triplet_delta_dis(batch_ref, batch1, batch2) + loss = loss_agent.robust_loss(delta_dis, gt_noise, robust_loss, parameter, epoch, device).to(device) + loss.backward() + optimizer.step() + # Evaluate. n_correct = 0 n_total = 0 diff --git a/lsi/main.py b/lsi/main.py index 2dc79ff..50bb62e 100755 --- a/lsi/main.py +++ b/lsi/main.py @@ -264,11 +264,13 @@ def run_experiment( online_finetune=False, incre_bounds=False, noisy_method=None, - parameter=None + parameter=None, + robust_loss=None, + device='cpu' ): os.environ["HF_HUB_ENABLE_HF_TRANSFER"] = "false" algorithm = "map_elites" - device = "cuda" if torch.cuda.is_available() else "cpu" + # device = "cuda" if torch.cuda.is_available() else "cpu" np.random.seed(seed) torch.manual_seed(seed) # @@ -404,7 +406,8 @@ def run_experiment( seed=seed, device=device, noisy_method=noisy_method, - parameter=parameter + parameter=parameter, + robust_loss=robust_loss ) else: dis_embed = None @@ -458,7 +461,8 @@ def run_experiment( seed=seed, device=device, noisy_method=noisy_method, - parameter=parameter + parameter=parameter, + robust_loss=robust_loss ) metadata["dis_embed"] = dis_embed @@ -585,32 +589,47 @@ def run_experiment( if __name__ == "__main__": - parser = argparse.ArgumentParser(description="Generate an image based on a prompt.") - parser.add_argument('--prompt', type=str, default="a photo of an astronaut riding a horse on mars") + parser = argparse.ArgumentParser( + description="Run robot arm experiments") + # parser.add_argument('--trial_id', type=int, default=0) + parser.add_argument('--prompt', type=str, default='a photo of an astronaut riding a horse on mars') parser.add_argument('--noisy_method', type=str, choices=['stochastic', 'add_equal_noise', - 'flip_by_distance', 'flip_labels_asymmetric', 'noisy_labels_exact'], required=True, default='stochastic') - parser.add_argument('--parameter', type=float, required=True, default=0.1) - parser.add_argument('--seed', type=int, required=True, default=42) - + 'flip_by_distance', 'flip_labels_asymmetric', 'noisy_labels_exact'], required=True) + parser.add_argument('--parameter', type=float, required=True) + parser.add_argument('--robust_loss',type=str,required=True) + parser.add_argument('--seed', type=int, required=True) + parser.add_argument('--device', type=str, choices=['cpu', 'cuda'], default='cpu') + parser.add_argument('--cuda_index', type=int, default=0) - # 解析命令行参数 args = parser.parse_args() + + if args.device == 'cuda': + if torch.cuda.is_available(): + device = torch.device(f'cuda:{args.cuda_index}') + else: + print("⚠️ CUDA was requested but is not available. Falling back to CPU.") + device = torch.device('cpu') + else: + device = torch.device('cpu') # Create a shared logging directory for the experiments for this algorithm. - outdir = Path("logs") - if not outdir.is_dir(): - outdir.mkdir() + + out_dir = f'logs/{args.robust_loss}_logs' + os.makedirs(out_dir, exist_ok=True) run_experiment( "qdhf", args.prompt, + outdir=out_dir, itrs=1000, use_dis_embed=True, n_pref_data=10000 // 4, online_finetune=True, noisy_method=args.noisy_method, parameter=args.parameter, - seed=args.seed + seed=args.seed, + robust_loss=args.robust_loss, + device=device ) parameter_str = str(args.parameter).replace(".", "_") diff --git a/lsi/noisy_labels_exact_experiment_results.csv b/lsi/noisy_labels_exact_experiment_results.csv deleted file mode 100644 index 8536849..0000000 --- a/lsi/noisy_labels_exact_experiment_results.csv +++ /dev/null @@ -1,7 +0,0 @@ -noisy_labels_exact,0.2,3333,52,, -noisy_labels_exact,0.2,4444,52,, -noisy_labels_exact,0.2,Mean,Mean,, -noisy_labels_exact,0.2,STD,STD,, -noisy_labels_exact,0.3,1111,53,, -noisy_labels_exact,0.3,2222,53,, -noisy_labels_exact,0.3,3333,53,, diff --git a/lsi/robust_loss.py b/lsi/robust_loss.py new file mode 100644 index 0000000..ebcd98f --- /dev/null +++ b/lsi/robust_loss.py @@ -0,0 +1,163 @@ +import torch +import torch.nn as nn + +class RobustLossAgent: + def __init__(self, margin=0.05): + self.margin = margin + + def robust_loss(self, delta_dis, y, robust_loss, parameter, robust_parameter=None, epoch=0): + robust_parameter = robust_parameter or {} + + if robust_loss == 'reweight': + beta = robust_parameter.get("beta", 0.2) + return self.reweighted_triplet_loss(delta_dis, y, beta=beta) + + elif robust_loss == 'truncated': + alpha = robust_parameter.get("alpha", 0.05) + epsilon_max = robust_parameter.get("epsilon_max", 0.2) + return self.truncated_triplet_loss(delta_dis, y, epoch, alpha=alpha, epsilon_max=epsilon_max) + + elif robust_loss == 'label_smoothing': + alpha = robust_parameter.get("alpha", 0.05) + return self.label_smoothing_triplet_loss(delta_dis, y, alpha=alpha) + + elif robust_loss == 'rDPO': + epsilon = parameter + return self.rDPO_triplet_loss(delta_dis, y, epsilon=epsilon) + + elif robust_loss == 'cDPO': + epsilon = parameter + return self.cDPO_triplet_loss(delta_dis, y, epsilon=epsilon) + + elif robust_loss == 'None': + loss_fn = lambda y, delta_dis: torch.max(torch.tensor([0.0]), 0.05 - y * delta_dis).mean() + return loss_fn(y, delta_dis) + + else: + raise ValueError(f"unknown robust method: {robust_loss}") + + def reweighted_triplet_loss(self, delta_dis, y, beta=0.2, eps=1e-6): + pred = torch.sigmoid(delta_dis) + weight = pred ** beta + raw_loss = weight * torch.clamp(self.margin - y * delta_dis, min=0.0) + normalized_loss = raw_loss.sum() * (delta_dis.size(0) / (weight.sum() + eps)) + return normalized_loss + + def truncated_triplet_loss(self, delta_dis, y, epoch, alpha=0.1, epsilon_max=0.1): + loss_sample = torch.clamp(self.margin - y * delta_dis, min=0.0) + drop_rate = min(alpha * epoch, epsilon_max) + batch_size = loss_sample.size(0) + + if drop_rate > 0: + kth = int(batch_size * (1 - drop_rate)) + if kth <= 0: + loss_sample = torch.zeros_like(loss_sample) + else: + tau = torch.kthvalue(loss_sample, kth).values + keep_mask = (loss_sample <= tau) + loss_sample = loss_sample * keep_mask.float() + + return loss_sample.mean() + + + def smooth_labels(self, y, alpha=0.1, num_classes=2): + if alpha <= 1e-6: + return y, y # 不平滑 + + y_idx = ((y + 1) / 2).long() + I = torch.eye(num_classes, device=y.device, dtype=y.dtype) + J = torch.ones((num_classes, num_classes), device=y.device, dtype=y.dtype) + M = (1 - alpha) * I + (alpha / num_classes) * J + + soft_labels = M[y_idx] + y_smooth = soft_labels[:, 1] - soft_labels[:, 0] # 转换为 ∈ [-1, 1] + y_smooth = torch.clamp(y_smooth, -1.0, 1.0) + return soft_labels, y_smooth + + + def label_smoothing_triplet_loss(self, delta_dis, y, alpha): + _, y_smooth = self.smooth_labels(y, alpha=alpha, num_classes=2) + loss = torch.clamp(self.margin - y_smooth * delta_dis, min=0.0) + return loss.mean() + + + def rDPO_triplet_loss(self, delta_dis, y, epsilon=0.1): + # print(epsilon) + y = y.to(delta_dis.device) + loss_clean = -torch.log(torch.sigmoid(delta_dis * y) + 1e-8) # as if label = +1 + loss_flipped = -torch.log(torch.sigmoid(-delta_dis * y) + 1e-8) # as if label = -1 + + numerator = (1 - epsilon) * loss_clean - epsilon * loss_flipped + denominator = 1 - 2 * epsilon + corrected_loss = numerator / (denominator + 1e-8) # add epsilon to avoid div 0 + return corrected_loss.mean() + + def cDPO_triplet_loss(self, delta_dis, y, epsilon=0.1): + y = y.to(delta_dis.device) + log_prob_clean = torch.log(torch.sigmoid(delta_dis * y) + 1e-8) # as if label = +1 + log_prob_flipped = torch.log(torch.sigmoid(-delta_dis * y) + 1e-8) # as if label = -1 + + # Weighted sum per noisy label distribution + loss = -((1 - epsilon) * log_prob_clean + epsilon * log_prob_flipped) + return loss.mean() + + + +class TripletCDRP(nn.Module): + def __init__(self, gamma=5.0, eta=0.5, eps=0.01): + super(TripletCDRP, self).__init__() + self.gamma = gamma + self.eta = eta + self.eps = eps + + def forward(self, ref_embed, x1_embed, x2_embed, pref_label): + d1 = torch.sum((ref_embed - x1_embed) ** 2, dim=-1) + d2 = torch.sum((ref_embed - x2_embed) ** 2, dim=-1) + logits = torch.stack([-d1, -d2], dim=1) # (B, 2) + logits = torch.clamp(logits, min=-20, max=20) + probs = torch.softmax(logits, dim=1) # (B, 2) + + labels = ((pref_label + 1) // 2).long() + + # Base CE loss + ce_loss = nn.NLLLoss(reduction="none") + log_probs = torch.log(probs + 1e-8) + # nominal_loss = ce_loss(log_probs, labels) # (B,) + + # C(y', y) = gamma if y' != y else 0 + gamma = self.gamma + penalty = gamma * (1 - torch.nn.functional.one_hot(labels, num_classes=2).to(logits.device)) + + # robust loss inner: max_y' [l(y') - gamma * 1_{y' ≠ y}] + loss_all = ce_loss(log_probs.repeat(1, 2).reshape(-1, 2), torch.tensor([0, 1] * logits.shape[0]).to(logits.device)).reshape(-1, 2) + robust_loss = (loss_all - penalty).max(dim=1).values + + final_loss = self.eps * gamma + robust_loss.mean() + + return final_loss + + +class InstanceEarlyStopper: + def __init__(self, num_samples, patience=3, delta=1e-4): + self.patience = patience + self.delta = delta + self.loss_history = [[] for _ in range(num_samples)] + self.mask = torch.zeros(num_samples, dtype=torch.bool) # True 表示“停止训练该样本” + + def update(self, indices, losses): + for i, idx in enumerate(indices): + idx = int(idx) + if self.mask[idx]: + continue + self.loss_history[idx].append(losses[i].item()) + + if len(self.loss_history[idx]) >= self.patience: + l_hist = self.loss_history[idx][-self.patience:] + if len(l_hist) == self.patience: + delta2 = sum([-l_hist[j] + 2*l_hist[j+1] - l_hist[j+2] for j in range(self.patience - 2)]) + + if abs(delta2) < self.delta: + self.mask[idx] = True + + def get_active_indices(self, all_indices): + return [idx for idx in all_indices if not self.mask[int(idx)]] diff --git a/lsi/run_lsi.sh b/lsi/run_lsi.sh index dcf0f76..89d754b 100755 --- a/lsi/run_lsi.sh +++ b/lsi/run_lsi.sh @@ -1,6 +1,6 @@ #!/bin/bash -export CUDA_VISIBLE_DEVICES=0 +# export CUDA_VISIBLE_DEVICES=5 -python main.py --noisy_method noisy_labels_exact --parameter 0.5 --seed 1111 +python main.py --seed 2222 --noisy_method stochastic --parameter 0.3 --robust_loss None --device cpu --cuda_index 5 #python run_experiment.py \ No newline at end of file diff --git a/maze/flip_labels_asymmetric_experiment_results.csv b/maze/flip_labels_asymmetric_experiment_results.csv deleted file mode 100644 index 466d309..0000000 --- a/maze/flip_labels_asymmetric_experiment_results.csv +++ /dev/null @@ -1,61 +0,0 @@ -Method,Parameter,Seed,Trial ID,QD Score,Coverage -flip_labels_asymmetric,0.05,1111,40,22.6780354385376,26.2 -flip_labels_asymmetric,0.05,2222,40,23.340803494119644,26.6 -flip_labels_asymmetric,0.05,3333,40,22.09724788379669,25.2 -flip_labels_asymmetric,0.05,4444,40,20.641540649700165,25.08 -flip_labels_asymmetric,0.05,Mean,Mean,22.189406866538523,25.77 -flip_labels_asymmetric,0.05,STD,STD,0.9960992895676284,0.647070320753472 -flip_labels_asymmetric,0.1,1111,41,21.96063276195526,24.8 -flip_labels_asymmetric,0.1,2222,41,25.037990947389602,30.36 -flip_labels_asymmetric,0.1,3333,41,23.637136798477172,26.56 -flip_labels_asymmetric,0.1,4444,41,20.55577790622711,23.68 -flip_labels_asymmetric,0.1,Mean,Mean,22.797884603512284,26.35 -flip_labels_asymmetric,0.1,STD,STD,1.6919259563316036,2.532567866810285 -flip_labels_asymmetric,0.2,1111,42,20.80335429639816,23.44 -flip_labels_asymmetric,0.2,2222,42,20.15028725118637,27.76 -flip_labels_asymmetric,0.2,3333,42,20.56270293445587,25.48 -flip_labels_asymmetric,0.2,4444,42,, -flip_labels_asymmetric,0.2,Mean,Mean,20.505448160680135,25.560000000000002 -flip_labels_asymmetric,0.2,STD,STD,0.26966982679503737,1.7645396000090225 -flip_labels_asymmetric,0.3,1111,43,, -flip_labels_asymmetric,0.3,2222,43,, -flip_labels_asymmetric,0.3,3333,43,, -flip_labels_asymmetric,0.3,4444,43,, -flip_labels_asymmetric,0.3,Mean,Mean,, -flip_labels_asymmetric,0.3,STD,STD,, -flip_labels_asymmetric,0.4,1111,44,, -flip_labels_asymmetric,0.4,2222,44,, -flip_labels_asymmetric,0.4,3333,44,, -flip_labels_asymmetric,0.4,4444,44,, -flip_labels_asymmetric,0.4,Mean,Mean,, -flip_labels_asymmetric,0.4,STD,STD,, -flip_labels_asymmetric,0.5,1111,45,, -flip_labels_asymmetric,0.5,2222,45,, -flip_labels_asymmetric,0.5,3333,45,, -flip_labels_asymmetric,0.5,4444,45,, -flip_labels_asymmetric,0.5,Mean,Mean,, -flip_labels_asymmetric,0.5,STD,STD,, -flip_labels_asymmetric,0.6,1111,46,, -flip_labels_asymmetric,0.6,2222,46,, -flip_labels_asymmetric,0.6,3333,46,, -flip_labels_asymmetric,0.6,4444,46,, -flip_labels_asymmetric,0.6,Mean,Mean,, -flip_labels_asymmetric,0.6,STD,STD,, -flip_labels_asymmetric,0.7,1111,47,, -flip_labels_asymmetric,0.7,2222,47,, -flip_labels_asymmetric,0.7,3333,47,, -flip_labels_asymmetric,0.7,4444,47,, -flip_labels_asymmetric,0.7,Mean,Mean,, -flip_labels_asymmetric,0.7,STD,STD,, -flip_labels_asymmetric,0.8,1111,48,, -flip_labels_asymmetric,0.8,2222,48,, -flip_labels_asymmetric,0.8,3333,48,, -flip_labels_asymmetric,0.8,4444,48,, -flip_labels_asymmetric,0.8,Mean,Mean,, -flip_labels_asymmetric,0.8,STD,STD,, -flip_labels_asymmetric,0.9,1111,49,, -flip_labels_asymmetric,0.9,2222,49,, -flip_labels_asymmetric,0.9,3333,49,, -flip_labels_asymmetric,0.9,4444,49,, -flip_labels_asymmetric,0.9,Mean,Mean,, -flip_labels_asymmetric,0.9,STD,STD,, diff --git a/maze/main.py b/maze/main.py index 658f3d8..53df03f 100755 --- a/maze/main.py +++ b/maze/main.py @@ -114,7 +114,7 @@ def create_optimizer( if method == "qd": assert gt_bounds is not None objs, measures = evaluate_maze( - sols, method, scoring_fn, metadata, random_key=random_key + sols, method, scoring_fn, metadata, device, random_key=random_key ) if archive_bounds is None: archive_bounds = gt_bounds @@ -225,10 +225,12 @@ def run_experiment( online_finetune=False, incre_bounds=False, noisy_method=None, - parameter=None + parameter=None, + robust_loss=None, + device='cpu' ): algorithm = "map_elites" - device = "cpu" + # device = "cpu" batch_size = 200 num_evaluations = int(2e5) @@ -269,7 +271,7 @@ def run_experiment( iso_sigma=iso_sigma, line_sigma=line_sigma, ) - num_parameter = parameter * 100 + num_parameter = str(parameter * 100) # Create a directory for this specific trial. s_logdir = os.path.join(outdir, f"{noisy_method}_trial{trial_id}_{num_parameter}_{seed}") logdir = Path(s_logdir) @@ -349,6 +351,7 @@ def run_experiment( _, gt_measures, features = evaluate_maze( inputs, method="qd", + device=device, scoring_fn=scoring_fn, return_features=True, random_key=random_key, @@ -362,7 +365,9 @@ def run_experiment( latent_dim=2, seed=seed, noisy_method = noisy_method, - parameter = parameter + parameter = parameter, + robust_loss=robust_loss, + device=device ) else: dis_embed = None @@ -387,6 +392,7 @@ def run_experiment( scoring_fn=scoring_fn, return_features=True, random_key=random_key, + device=device ) additional_features = additional_features.reshape( n_pref_data, 3, -1 @@ -406,7 +412,9 @@ def run_experiment( latent_dim=2, seed=seed, noisy_method = noisy_method, - parameter = parameter + parameter = parameter, + robust_loss=robust_loss, + device = device ) all_sols = list_to_batch(all_sols) @@ -448,6 +456,7 @@ def run_experiment( method="qd", scoring_fn=scoring_fn, random_key=random_key, + device=device ) for i in range(len(_objs)): gt_archive_all.add(1, _objs[i], _gt_measures[i]) @@ -469,6 +478,7 @@ def run_experiment( method="qd", scoring_fn=scoring_fn, random_key=random_key, + device=device ) for i in range(len(_objs)): gt_archive_all.add(1, _objs[i], _gt_measures[i]) @@ -537,6 +547,7 @@ def run_experiment( method="qd", scoring_fn=scoring_fn, random_key=random_key, + device=device ) for i in range(len(sols)): gt_archive.add(1, objs[i], gt_measures[i]) @@ -624,7 +635,9 @@ def arm_main( incre_bounds=False, seed=None, noisy_method=None, - parameter=None + parameter=None, + robust_loss=None, + device='cpu' ): """Experimental tool for the planar robotic arm experiments.""" @@ -649,7 +662,9 @@ def arm_main( online_finetune=online_finetune, incre_bounds=incre_bounds, noisy_method=noisy_method, - parameter=parameter + parameter=parameter, + robust_loss=robust_loss, + device=device ) @@ -660,8 +675,21 @@ def arm_main( parser.add_argument('--noisy_method', type=str, choices=['stochastic', 'add_equal_noise', 'flip_by_distance', 'flip_labels_asymmetric', 'noisy_labels_exact'], required=True) parser.add_argument('--parameter', type=float, required=True) + parser.add_argument('--robust_loss',type=str,required=True) parser.add_argument('--seed', type=int, required=True) + parser.add_argument('--device', type=str, choices=['cpu', 'cuda'], default='cpu') + parser.add_argument('--cuda_index', type=int, default=0) + args = parser.parse_args() + + if args.device == 'cuda': + if torch.cuda.is_available(): + device = torch.device(f'cuda:{args.cuda_index}') + else: + print("⚠️ CUDA was requested but is not available. Falling back to CPU.") + device = torch.device('cpu') + else: + device = torch.device('cpu') # QD-GT # arm_main(trial_id, method="qd") @@ -673,15 +701,28 @@ def arm_main( # QDHF n_pref_data = 200 + out_dir = f'logs/{args.robust_loss}_logs' + os.makedirs(out_dir, exist_ok=True) + for online_finetune in [True]: # False, data = n_pref_data if not online_finetune else n_pref_data // 4 arm_main( trial_id=args.trial_id, + outdir=out_dir, method="qdhf", use_dis_embed=True, n_pref_data=data, online_finetune=online_finetune, noisy_method=args.noisy_method, parameter=args.parameter, - seed=args.seed + seed=args.seed, + robust_loss=args.robust_loss, + device=device ) + + + if args.device == 'cuda': + torch.cuda.empty_cache() + gc.collect() + + sys.exit(0) \ No newline at end of file diff --git a/maze/noisy_labels_exact_experiment_results.csv b/maze/noisy_labels_exact_experiment_results.csv deleted file mode 100644 index a3dc716..0000000 --- a/maze/noisy_labels_exact_experiment_results.csv +++ /dev/null @@ -1,57 +0,0 @@ -Method,Parameter,Seed,Trial ID,QD Score,Coverage -noisy_labels_exact,0.05,1111,50,22.89547283911705,31.08 -noisy_labels_exact,0.05,2222,50,22.66127149028778,25.28 -noisy_labels_exact,0.1,1111,51,20.62204403438568,25.32 -noisy_labels_exact,0.1,2222,51,15.7362065700531,17.64 -noisy_labels_exact,0.1,3333,51,20.0396998693943,24.88 -noisy_labels_exact,0.1,4444,51,21.80830811986923,28.72 -noisy_labels_exact,0.1,Mean,Mean,19.551564648425575,24.14 -noisy_labels_exact,0.1,STD,STD,2.293144700614277,4.036285421027606 -noisy_labels_exact,0.2,1111,52,18.653613410568237,22.84 -noisy_labels_exact,0.2,2222,52,19.151016371154785,23.28 -noisy_labels_exact,0.2,3333,52,17.647669646453856,19.92 -noisy_labels_exact,0.2,4444,52,24.61809755231738,32.96 -noisy_labels_exact,0.2,Mean,Mean,20.017599245123563,24.75 -noisy_labels_exact,0.2,STD,STD,2.7107459403025724,4.912789431677283 -noisy_labels_exact,0.3,1111,53,19.75026922111511,24.0 -noisy_labels_exact,0.3,2222,53,17.80353246612549,20.68 -noisy_labels_exact,0.3,3333,53,18.911547835540773,22.64 -noisy_labels_exact,0.3,4444,53,22.272630209732057,28.84 -noisy_labels_exact,0.3,Mean,Mean,19.684494933128356,24.04 -noisy_labels_exact,0.3,STD,STD,1.6460739264157656,3.012108895773856 -noisy_labels_exact,0.4,1111,54,19.043659273338317,24.16 -noisy_labels_exact,0.4,2222,54,19.1168416721344,24.44 -noisy_labels_exact,0.4,3333,54,19.01541875228882,23.24 -noisy_labels_exact,0.4,4444,54,19.659092879128455,28.72 -noisy_labels_exact,0.4,Mean,Mean,19.2087531442225,25.14 -noisy_labels_exact,0.4,STD,STD,0.2626250982124787,2.1140482492128694 -noisy_labels_exact,0.5,1111,55,17.622652572727205,21.04 -noisy_labels_exact,0.5,2222,55,19.326461245918274,24.6 -noisy_labels_exact,0.5,3333,55,16.95171683444977,22.72 -noisy_labels_exact,0.5,4444,55,17.20326797590256,27.72 -noisy_labels_exact,0.5,Mean,Mean,17.77602465724945,24.02 -noisy_labels_exact,0.5,STD,STD,0.9266755384909506,2.4797580527140144 -noisy_labels_exact,0.6,1111,56,16.03480915374756,22.56 -noisy_labels_exact,0.6,2222,56,19.974314632415773,23.16 -noisy_labels_exact,0.6,3333,56,17.262954896354675,19.8 -noisy_labels_exact,0.6,4444,56,18.318219445800782,24.72 -noisy_labels_exact,0.6,Mean,Mean,17.897574532079695,22.56 -noisy_labels_exact,0.6,STD,STD,1.4458931949269234,1.7778638868034857 -noisy_labels_exact,0.7,1111,57,16.090573849868775,20.92 -noisy_labels_exact,0.7,2222,57,14.001382857847213,17.64 -noisy_labels_exact,0.7,3333,57,18.036289942383767,24.12 -noisy_labels_exact,0.7,4444,57,18.245276233649253,27.88 -noisy_labels_exact,0.7,Mean,Mean,16.59338072093725,22.64 -noisy_labels_exact,0.7,STD,STD,1.7162468847830745,3.794944004856988 -noisy_labels_exact,0.8,1111,58,16.25045900554657,22.0 -noisy_labels_exact,0.8,2222,58,17.632033782577516,20.16 -noisy_labels_exact,0.8,3333,58,17.68691760292053,29.6 -noisy_labels_exact,0.8,4444,58,15.438245297592879,25.0 -noisy_labels_exact,0.8,Mean,Mean,16.751913922159375,24.189999999999998 -noisy_labels_exact,0.8,STD,STD,0.9521062362342951,3.5693556841536545 -noisy_labels_exact,0.9,1111,59,14.59033992228508,19.96 -noisy_labels_exact,0.9,2222,59,, -noisy_labels_exact,0.9,3333,59,, -noisy_labels_exact,0.9,4444,59,, -noisy_labels_exact,0.9,Mean,Mean,14.59033992228508,19.96 -noisy_labels_exact,0.9,STD,STD,0.0,0.0 diff --git a/maze/robust_loss.py b/maze/robust_loss.py new file mode 100644 index 0000000..33466af --- /dev/null +++ b/maze/robust_loss.py @@ -0,0 +1,163 @@ +import torch +import torch.nn as nn + +class RobustLossAgent: + def __init__(self, margin=0.05): + self.margin = margin + + def robust_loss(self, delta_dis, y, robust_loss, parameter, robust_parameter=None, epoch=0): + robust_parameter = robust_parameter or {} + + if robust_loss == 'reweight': + beta = 0.2 + return self.reweighted_triplet_loss(delta_dis, y, beta=beta) + + elif robust_loss == 'truncated': + alpha = 0.05 + epsilon_max = 0.2 + return self.truncated_triplet_loss(delta_dis, y, epoch, alpha=alpha, epsilon_max=epsilon_max) + + elif robust_loss == 'label_smoothing': + alpha = 0.05 + return self.label_smoothing_triplet_loss(delta_dis, y, alpha=alpha) + + elif robust_loss == 'rDPO': + epsilon = parameter + return self.rDPO_triplet_loss(delta_dis, y, epsilon=epsilon) + + elif robust_loss == 'cDPO': + epsilon = parameter + return self.cDPO_triplet_loss(delta_dis, y, epsilon=epsilon) + + elif robust_loss == 'None': + loss_fn = lambda y, delta_dis: torch.max(torch.tensor([0.0]), 0.05 - y * delta_dis).mean() + return loss_fn(y, delta_dis) + + else: + raise ValueError(f"unknown robust method: {robust_loss}") + + def reweighted_triplet_loss(self, delta_dis, y, beta=0.2, eps=1e-6): + pred = torch.sigmoid(delta_dis) + weight = pred ** beta + raw_loss = weight * torch.clamp(self.margin - y * delta_dis, min=0.0) + normalized_loss = raw_loss.sum() * (delta_dis.size(0) / (weight.sum() + eps)) + return normalized_loss + + def truncated_triplet_loss(self, delta_dis, y, epoch, alpha=0.1, epsilon_max=0.1): + loss_sample = torch.clamp(self.margin - y * delta_dis, min=0.0) + drop_rate = min(alpha * epoch, epsilon_max) + batch_size = loss_sample.size(0) + + if drop_rate > 0: + kth = int(batch_size * (1 - drop_rate)) + if kth <= 0: + loss_sample = torch.zeros_like(loss_sample) + else: + tau = torch.kthvalue(loss_sample, kth).values + keep_mask = (loss_sample <= tau) + loss_sample = loss_sample * keep_mask.float() + + return loss_sample.mean() + + + def smooth_labels(self, y, alpha=0.1, num_classes=2): + if alpha <= 1e-6: + return y, y # 不平滑 + + y_idx = ((y + 1) / 2).long() + I = torch.eye(num_classes, device=y.device, dtype=y.dtype) + J = torch.ones((num_classes, num_classes), device=y.device, dtype=y.dtype) + M = (1 - alpha) * I + (alpha / num_classes) * J + + soft_labels = M[y_idx] + y_smooth = soft_labels[:, 1] - soft_labels[:, 0] # 转换为 ∈ [-1, 1] + y_smooth = torch.clamp(y_smooth, -1.0, 1.0) + return soft_labels, y_smooth + + + def label_smoothing_triplet_loss(self, delta_dis, y, alpha): + _, y_smooth = self.smooth_labels(y, alpha=alpha, num_classes=2) + loss = torch.clamp(self.margin - y_smooth * delta_dis, min=0.0) + return loss.mean() + + + def rDPO_triplet_loss(self, delta_dis, y, epsilon=0.1): + # print(epsilon) + y = y.to(delta_dis.device) + loss_clean = -torch.log(torch.sigmoid(delta_dis * y) + 1e-8) # as if label = +1 + loss_flipped = -torch.log(torch.sigmoid(-delta_dis * y) + 1e-8) # as if label = -1 + + numerator = (1 - epsilon) * loss_clean - epsilon * loss_flipped + denominator = 1 - 2 * epsilon + corrected_loss = numerator / (denominator + 1e-8) # add epsilon to avoid div 0 + return corrected_loss.mean() + + def cDPO_triplet_loss(self, delta_dis, y, epsilon=0.1): + y = y.to(delta_dis.device) + log_prob_clean = torch.log(torch.sigmoid(delta_dis * y) + 1e-8) # as if label = +1 + log_prob_flipped = torch.log(torch.sigmoid(-delta_dis * y) + 1e-8) # as if label = -1 + + # Weighted sum per noisy label distribution + loss = -((1 - epsilon) * log_prob_clean + epsilon * log_prob_flipped) + return loss.mean() + + + +class TripletCDRP(nn.Module): + def __init__(self, gamma=5.0, eta=0.5, eps=0.01): + super(TripletCDRP, self).__init__() + self.gamma = gamma + self.eta = eta + self.eps = eps + + def forward(self, ref_embed, x1_embed, x2_embed, pref_label): + d1 = torch.sum((ref_embed - x1_embed) ** 2, dim=-1) + d2 = torch.sum((ref_embed - x2_embed) ** 2, dim=-1) + logits = torch.stack([-d1, -d2], dim=1) # (B, 2) + logits = torch.clamp(logits, min=-20, max=20) + probs = torch.softmax(logits, dim=1) # (B, 2) + + labels = ((pref_label + 1) // 2).long() + + # Base CE loss + ce_loss = nn.NLLLoss(reduction="none") + log_probs = torch.log(probs + 1e-8) + # nominal_loss = ce_loss(log_probs, labels) # (B,) + + # C(y', y) = gamma if y' != y else 0 + gamma = self.gamma + penalty = gamma * (1 - torch.nn.functional.one_hot(labels, num_classes=2).to(logits.device)) + + # robust loss inner: max_y' [l(y') - gamma * 1_{y' ≠ y}] + loss_all = ce_loss(log_probs.repeat(1, 2).reshape(-1, 2), torch.tensor([0, 1] * logits.shape[0]).to(logits.device)).reshape(-1, 2) + robust_loss = (loss_all - penalty).max(dim=1).values + + final_loss = self.eps * gamma + robust_loss.mean() + + return final_loss + + +class InstanceEarlyStopper: + def __init__(self, num_samples, patience=3, delta=1e-4): + self.patience = patience + self.delta = delta + self.loss_history = [[] for _ in range(num_samples)] + self.mask = torch.zeros(num_samples, dtype=torch.bool) # True 表示“停止训练该样本” + + def update(self, indices, losses): + for i, idx in enumerate(indices): + idx = int(idx) + if self.mask[idx]: + continue + self.loss_history[idx].append(losses[i].item()) + + if len(self.loss_history[idx]) >= self.patience: + l_hist = self.loss_history[idx][-self.patience:] + if len(l_hist) == self.patience: + delta2 = sum([-l_hist[j] + 2*l_hist[j+1] - l_hist[j+2] for j in range(self.patience - 2)]) + + if abs(delta2) < self.delta: + self.mask[idx] = True + + def get_active_indices(self, all_indices): + return [idx for idx in all_indices if not self.mask[int(idx)]] diff --git a/maze/run_experiment.py b/maze/run_experiment.py old mode 100644 new mode 100755 index a4d80c4..a85cd5d --- a/maze/run_experiment.py +++ b/maze/run_experiment.py @@ -2,29 +2,39 @@ import pandas as pd import numpy as np import re -import os # 用于检查文件是否存在 +import os +import gc +import time +import torch +import argparse + +parser = argparse.ArgumentParser(description="Run QDHF experiments with config") +parser.add_argument("--noise_type", type=str, required=True) +parser.add_argument("--robust", type=str) +parser.add_argument('--device', type=str, choices=['cpu', 'cuda'], default='cpu') +args = parser.parse_args() # 实验设置 -noisy_methods = { - # "noisy_labels_exact": [0.05, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9], +noisy_list = { + "noisy_labels_exact": [0.05, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9], "stochastic": [0.05, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9], - # "add_equal_noise": [1, 2, 5, 10, 15, 20, 25, 30], - # "flip_by_distance": [1, 2, 5, 10, 15, 20, 25, 30], - # "flip_labels_asymmetric": [0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9] + "add_equal_noise": [1, 2, 5, 10, 15, 20, 25, 30], + "flip_by_distance": [1, 2, 5, 10, 15, 20, 25, 30], + "flip_labels_asymmetric": [0.05, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9] } +noisy_methods = {args.noise_type: noisy_list[args.noise_type]} base_trial_ids = { "stochastic": 10, "add_equal_noise": 20, "flip_by_distance": 30, - "flip_labels_asymmetric": 43, + "flip_labels_asymmetric": 40, "noisy_labels_exact": 50 } seeds = ["1111", "2222", "3333", "4444"] # 主逻辑 for method, params in noisy_methods.items(): - # 为每种噪声方法生成不同的 CSV 文件路径 - csv_path = f"/mnt/nvme3n1/qdhf/maze/{method}_experiment_results.csv" + csv_path = f"/mnt/data6t/qdhf/maze/{args.robust}_logs/{method}_experiment_results.csv" # 检查文件是否存在,如果存在则跳过创建 if os.path.exists(csv_path): @@ -39,21 +49,21 @@ qd_scores = [] coverage_scores = [] + for seed in seeds: - print(f"Running experiment with method={method}, param={param}, trial_id={trial_id}, seed={seed}") - # 实际运行调用(如果要跑真实代码,可以取消注释) + print(f"Running experiment with method={method}, param={param}, robust={args.robust}, trial_id={trial_id}, seed={seed}") result = subprocess.run( ["python", "main.py", "--seed", seed, "--trial_id", str(trial_id), - "--noisy_method", method, "--parameter", str(param)], + "--noisy_method", method, "--parameter", str(param), "--robust_loss", + args.robust, "--device", args.device], stdout=subprocess.PIPE, stderr=subprocess.PIPE, text=True ) + result.check_returncode() output = result.stdout print(output) - # 提取 QD score 和 Coverage(从最后一行提取) try: - # 使用正则表达式匹配 QD score 和 Coverage match = re.search(r"QD score: ([\d\.]+) Coverage: ([\d\.]+)", output) if match: qd_score = float(match.group(1)) @@ -75,17 +85,18 @@ "QD Score": qd_score, "Coverage": coverage } - # 如果是第一次写入,写表头,否则追加 + pd.DataFrame([record]).to_csv(csv_path, mode='a', header=header_written, index=False) header_written = False # 只有第一次写入时才写表头 + + gc.collect() + time.sleep(2) - # 可选:如果需要添加统计数据(均值和标准差),可以在此进行计算 qd_mean = np.nanmean(qd_scores) qd_std = np.nanstd(qd_scores) coverage_mean = np.nanmean(coverage_scores) coverage_std = np.nanstd(coverage_scores) - # 将统计数据写入 CSV stats_record = { "Method": method, "Parameter": param, diff --git a/maze/run_maze.sh b/maze/run_maze.sh index a3972a3..5bd9d27 100755 --- a/maze/run_maze.sh +++ b/maze/run_maze.sh @@ -1,7 +1,9 @@ #!/bin/bash -export CUDA_VISIBLE_DEVICES=0 +export CUDA_VISIBLE_DEVICES=7 -python main.py --seed 1234 --trial_id 10 --noisy_method stochastic --parameter 0.05 +python run_experiment.py --noise_type stochastic --robust None --device cpu +# noisy_labels_exact stochastic flip_labels_asymmetric +# source .venv/bin/activate -# python run_experiment.py \ No newline at end of file +# ./run_maze.sh \ No newline at end of file diff --git a/maze/run_simple.sh b/maze/run_simple.sh new file mode 100755 index 0000000..83b3772 --- /dev/null +++ b/maze/run_simple.sh @@ -0,0 +1,5 @@ +#!/bin/bash + +export CUDA_VISIBLE_DEVICES=7 + +python main.py --seed 2222 --trial_id 53 --noisy_method stochastic --parameter 0.3 --robust_loss rDPO --device cpu --cuda_index 7 \ No newline at end of file diff --git a/maze/stochastic_experiment_results.csv b/maze/stochastic_experiment_results.csv deleted file mode 100644 index 228fc84..0000000 --- a/maze/stochastic_experiment_results.csv +++ /dev/null @@ -1,10 +0,0 @@ -Method,Parameter,Seed,Trial ID,QD Score,Coveragestochastic,0.05,1111,10,, -stochastic,0.05,1111,10,, -stochastic,0.05,2222,10,, -stochastic,0.05,3333,10,, -stochastic,0.05,4444,10,, -stochastic,0.05,Mean,Mean,, -stochastic,0.05,STD,STD,, -stochastic,0.1,1111,11,, -stochastic,0.1,2222,11,, -stochastic,0.1,3333,11,, diff --git a/maze/utils.py b/maze/utils.py index e5fe408..ab6dfb1 100755 --- a/maze/utils.py +++ b/maze/utils.py @@ -4,6 +4,7 @@ import numpy as np import time from generate_noise import NoiseGenerator +from robust_loss import RobustLossAgent, TripletCDRP, InstanceEarlyStopper class DisEmbed(nn.Module): def __init__(self, input_dim, latent_dim): @@ -34,8 +35,11 @@ def triplet_delta_dis(self, ref, x1, x2): def fit_dis_embed( - inputs, gt_measures, latent_dim, batch_size=32, seed=None, device="cpu", noisy_method=None, parameter=None + inputs, gt_measures, latent_dim, batch_size=32, seed=None, device="cpu", noisy_method=None, parameter=None, robust_loss=None ): + # 这个函数使用 triplet-based contrastive learning,训练一个模型在嵌入空间中表示“人类感知下的多样性” + # inputs是随机产生的角度 + # print(device) t = time.time() inputs = np.array(inputs) gt_measures = np.array(gt_measures) @@ -44,7 +48,7 @@ def fit_dis_embed( optimizer = torch.optim.Adam(model.parameters(), lr=1e-3) loss_fn = lambda y, delta_dis: torch.max( torch.tensor([0.0]), 0.05 - y * delta_dis - ).mean() + ).mean() # hinge triplet loss n_pref_data = inputs.shape[0] ref = inputs[:, 0] x1 = inputs[:, 1] @@ -78,34 +82,98 @@ def fit_dis_embed( # x1_gt_val = x1_gt_train # x2_gt_val = x2_gt_train + # if robust_loss == 'ies': + # early_stopper = InstanceEarlyStopper(num_samples=n_train, patience=3, delta=1e-3) # best_acc = 0 # counter = 0 val_acc = [] for epoch in range(1000): - for _ in range(n_iters_per_epoch): - idx = np.random.choice(n_train, batch_size) - batch_ref = torch.tensor(ref_train[idx], dtype=torch.float32).to(device) - batch1 = torch.tensor(x1_train[idx], dtype=torch.float32).to(device) - batch2 = torch.tensor(x2_train[idx], dtype=torch.float32).to(device) + if epoch < 100: + early_stopper = InstanceEarlyStopper(num_samples=n_train, patience=3, delta=1e-1) + else: + early_stopper = InstanceEarlyStopper(num_samples=n_train, patience=3, delta=5e-2) + if robust_loss == 'ies': + full_idx = np.arange(n_train) + active_idx = early_stopper.get_active_indices(full_idx) + + if len(active_idx) <= batch_size: + print("All triplets stopped early.") + break + + batch_idx = np.random.choice(active_idx, batch_size) + + batch_ref = torch.tensor(ref_train[batch_idx], dtype=torch.float32).to(device) + batch1 = torch.tensor(x1_train[batch_idx], dtype=torch.float32).to(device) + batch2 = torch.tensor(x2_train[batch_idx], dtype=torch.float32).to(device) + + ref_embed = model.forward(batch_ref) + x1_embed = model.forward(batch1) + x2_embed = model.forward(batch2) - optimizer.zero_grad() - delta_dis = model.triplet_delta_dis(batch_ref, batch1, batch2) gt_dis = np.sum( - ( - np.square(ref_gt_train[idx] - x1_gt_train[idx]) - - np.square(ref_gt_train[idx] - x2_gt_train[idx]) - ), - -1, + np.square(ref_gt_train[batch_idx] - x1_gt_train[batch_idx]) - + np.square(ref_gt_train[batch_idx] - x2_gt_train[batch_idx]), + axis=-1 ) gt = torch.tensor(gt_dis > 0, dtype=torch.float32) * 2 - 1 noise_gen = NoiseGenerator() - gt_noise = noise_gen.generate_noise( - gt, gt_dis, noisy_method=noisy_method, parameter=parameter) + gt_noise = noise_gen.generate_noise(gt, gt_dis, noisy_method=noisy_method, parameter=parameter).to(device) + + delta_dis = model.triplet_delta_dis(batch_ref, batch1, batch2) + loss_samplewise = torch.clamp(0.05 - gt_noise * delta_dis, min=0.0) # shape: (B,) + + # if epoch <= 3: + # print(f"Mean: {loss_samplewise.mean().item()}") + # print(f"Standard Deviation: {loss_samplewise.std().item()}") + # print(f"Max: {loss_samplewise.max().item()}") + # print(f"Min: {loss_samplewise.min().item()}") - loss = loss_fn(gt_noise, delta_dis) + loss = loss_samplewise.mean() + + optimizer.zero_grad() loss.backward() optimizer.step() + # 更新 IES 模块 + early_stopper.update(batch_idx, loss_samplewise.detach().cpu()) + else: + for _ in range(n_iters_per_epoch): + idx = np.random.choice(n_train, batch_size) + batch_ref = torch.tensor(ref_train[idx], dtype=torch.float32).to(device) + batch1 = torch.tensor(x1_train[idx], dtype=torch.float32).to(device) + batch2 = torch.tensor(x2_train[idx], dtype=torch.float32).to(device) + + optimizer.zero_grad() + + gt_dis = np.sum( + ( + np.square(ref_gt_train[idx] - x1_gt_train[idx]) + - np.square(ref_gt_train[idx] - x2_gt_train[idx]) + ), + -1, + ) + # print("abs(gt_dis) percentiles:",np.percentile(np.abs(gt_dis), [0, 5, 10, 20, 30, 50, 60, 70, 90, 100])) + noise_gen = NoiseGenerator() + gt = torch.tensor(gt_dis > 0, dtype=torch.float32) * 2 - 1 # 产生无噪声标签 + gt_noise = noise_gen.generate_noise( + gt, gt_dis, noisy_method=noisy_method, parameter=parameter) + + # loss = loss_fn(gt_noise, delta_dis) + + # 使用 Reweighted loss + if robust_loss == 'crdo': + ref_embed = model.forward(batch_ref).to(device) + x1_embed = model.forward(batch1).to(device) + x2_embed = model.forward(batch2).to(device) + triplet_loss_fn = TripletCDRP(gamma=5.0, eta=0.5, eps=0.01).to(device) + loss = triplet_loss_fn(ref_embed, x1_embed, x2_embed, gt_noise).to(device) + else: + loss_agent = RobustLossAgent(margin=0.05) + delta_dis = model.triplet_delta_dis(batch_ref, batch1, batch2) + loss = loss_agent.robust_loss(delta_dis, gt_noise, robust_loss, parameter, epoch, device).to(device) + loss.backward() + optimizer.step() + # Evaluate. n_correct = 0 n_total = 0 From bf92fdcbaca41641456c8be6ae8fe1dbe8b79264 Mon Sep 17 00:00:00 2001 From: Johnny221B Date: Fri, 25 Apr 2025 17:19:05 +0800 Subject: [PATCH 16/20] update maze --- maze/run_experiment.py | 8 ++++---- maze/run_maze.sh | 6 +----- maze/run_simple.sh | 4 ++-- 3 files changed, 7 insertions(+), 11 deletions(-) diff --git a/maze/run_experiment.py b/maze/run_experiment.py index a85cd5d..0651669 100755 --- a/maze/run_experiment.py +++ b/maze/run_experiment.py @@ -16,11 +16,11 @@ # 实验设置 noisy_list = { - "noisy_labels_exact": [0.05, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9], - "stochastic": [0.05, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9], + "noisy_labels_exact": [0.05, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9], # 0.05, 0.1, 0.2, + "stochastic": [0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9], "add_equal_noise": [1, 2, 5, 10, 15, 20, 25, 30], "flip_by_distance": [1, 2, 5, 10, 15, 20, 25, 30], - "flip_labels_asymmetric": [0.05, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9] + "flip_labels_asymmetric": [0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9] } noisy_methods = {args.noise_type: noisy_list[args.noise_type]} base_trial_ids = { @@ -34,7 +34,7 @@ # 主逻辑 for method, params in noisy_methods.items(): - csv_path = f"/mnt/data6t/qdhf/maze/{args.robust}_logs/{method}_experiment_results.csv" + csv_path = f"/mnt/data6t/qdhf/lsi/logs/{args.robust}_logs/{method}_experiment_results.csv" # 检查文件是否存在,如果存在则跳过创建 if os.path.exists(csv_path): diff --git a/maze/run_maze.sh b/maze/run_maze.sh index 5bd9d27..dafb11c 100755 --- a/maze/run_maze.sh +++ b/maze/run_maze.sh @@ -2,8 +2,4 @@ export CUDA_VISIBLE_DEVICES=7 -python run_experiment.py --noise_type stochastic --robust None --device cpu -# noisy_labels_exact stochastic flip_labels_asymmetric -# source .venv/bin/activate - -# ./run_maze.sh \ No newline at end of file +python run_experiment.py --noise_type noisy_labels_exact --robust reweight --device cpu \ No newline at end of file diff --git a/maze/run_simple.sh b/maze/run_simple.sh index 83b3772..d0bcccb 100755 --- a/maze/run_simple.sh +++ b/maze/run_simple.sh @@ -1,5 +1,5 @@ #!/bin/bash -export CUDA_VISIBLE_DEVICES=7 +export CUDA_VISIBLE_DEVICES=6 -python main.py --seed 2222 --trial_id 53 --noisy_method stochastic --parameter 0.3 --robust_loss rDPO --device cpu --cuda_index 7 \ No newline at end of file +python main.py --seed 2222 --trial_id 51 --noisy_method noisy_labels_exact --parameter 0.05 --robust_loss None --device cpu --cuda_index 0 \ No newline at end of file From 0155fe1deeb1b88d46cce966ac9589f7afe2b269 Mon Sep 17 00:00:00 2001 From: Johnny221B Date: Mon, 28 Apr 2025 21:29:12 +0800 Subject: [PATCH 17/20] update --- arm/evaluate.py | 195 +++++++++++++++ arm/main.py | 7 +- arm/pic/coverage_flip_labels_asymmetric.png | Bin 346582 -> 331677 bytes arm/pic/coverage_noisy_labels_exact.png | Bin 337653 -> 329806 bytes arm/pic/coverage_stochastic.png | Bin 353571 -> 350027 bytes arm/pic/qd_score_flip_labels_asymmetric.png | Bin 347002 -> 329821 bytes arm/pic/qd_score_noisy_labels_exact.png | Bin 339708 -> 330134 bytes arm/pic/qd_score_stochastic.png | Bin 352828 -> 348514 bytes arm/robust_loss.py | 17 +- arm/run_arm.sh | 2 +- arm/run_experiment.py | 2 +- arm/run_experiment2.py | 2 +- arm/run_simple.sh | 2 +- arm/utils.py | 263 +++++++++++++------- 14 files changed, 391 insertions(+), 99 deletions(-) create mode 100644 arm/evaluate.py diff --git a/arm/evaluate.py b/arm/evaluate.py new file mode 100644 index 0000000..ce2e44b --- /dev/null +++ b/arm/evaluate.py @@ -0,0 +1,195 @@ +import numpy as np +import torch +from generate_noise import NoiseGenerator + +def evaluate_grasp( + joint_angles, method, metadata=None, device="cpu", return_features=False +): + # metadata传入模型用来产生measure,还有其他的附加信息 + objs = -np.var(joint_angles, axis=1) + # Remap the objective from [-1, 0] to [0, 100] + objs = (objs + 1.0) * 100.0 + + if metadata is None: + metadata = {} + + cum_theta = np.cumsum(joint_angles, axis=1) + x_pos = np.cos(cum_theta) + y_pos = np.sin(cum_theta) + features = np.concatenate((x_pos, y_pos), axis=1) + + if "dis_embed" in metadata: + if metadata["dis_embed"] is not None: + with torch.no_grad(): + features = ( + metadata["dis_embed"]( + torch.tensor(joint_angles, dtype=torch.float32).to(device) + ) + .detach() + .cpu() + .numpy() + ) + + if method is None: + if return_features: + return objs, features + else: + return objs + elif method in ["qd", "gthf"]: + link_lengths = np.ones(joint_angles.shape[1]) + # theta_1, theta_1 + theta_2, ... + cum_theta = np.cumsum(joint_angles, axis=1) + # l_1 * cos(theta_1), l_2 * cos(theta_1 + theta_2), ... + x_pos = link_lengths[None] * np.cos(cum_theta) + # l_1 * sin(theta_1), l_2 * sin(theta_1 + theta_2), ... + y_pos = link_lengths[None] * np.sin(cum_theta) + + if method == "qd": # 相当于只保留一个二维向量乘以数量,表示“这个 grasp 抓到了哪里” + measures = np.concatenate( + ( + np.sum(x_pos, axis=1, keepdims=True), + np.sum(y_pos, axis=1, keepdims=True), + ), + axis=1, + ) + elif method == "gthf": # 记录了所有关节的位置 + measures = np.concatenate( + ( + np.cumsum(x_pos, axis=1), + np.cumsum(y_pos, axis=1), + ), + axis=1, + ) + elif method == "pca": + assert "pca" in metadata + measures = metadata["pca"].transform(features) + elif method == "ae": + assert "ae" in metadata + with torch.no_grad(): + measures = ( + metadata["ae"](torch.tensor(features, dtype=torch.float32).to(device)) + .detach() + .cpu() + .numpy() + ) + elif method == "qdhf": + measures = features + else: + raise NotImplementedError(f"Unknown method: {method}") + + if return_features: + return objs, measures, features + else: + return objs, measures + + +def replace_sample( + batch_ref_i, batch1_i, batch2_i, model, + device="cpu", K=3, noisy_method=None, parameter=None, itr=0, all_sols=None +): + # ---------- 1. 批量生成 K 个新 p* 与 K 个新 n* ---------- + if itr == 0: + p_expand = torch.tensor( + np.random.uniform(low=-np.pi, high=np.pi, size=(K, 10)), + dtype=torch.float32, + device=device + ) # (K,10) + + n_expand = torch.tensor( + np.random.uniform(low=-np.pi, high=np.pi, size=(K, 10)), + dtype=torch.float32, + device=device + ) + else: + if isinstance(all_sols, np.ndarray): + # all_sols 是 numpy + idx_p = np.random.choice(all_sols.shape[0], size=K, replace=False) + idx_n = np.random.choice(all_sols.shape[0], size=K, replace=False) + p_expand = torch.tensor(all_sols[idx_p], dtype=torch.float32, device=device) + n_expand = torch.tensor(all_sols[idx_n], dtype=torch.float32, device=device) + elif isinstance(all_sols, torch.Tensor): + # all_sols 已经是 torch.Tensor + idx_p = torch.randint(0, all_sols.size(0), size=(K,), device=all_sols.device) + idx_n = torch.randint(0, all_sols.size(0), size=(K,), device=all_sols.device) + p_expand = all_sols[idx_p].to(device).float() # 保证 float32 + n_expand = all_sols[idx_n].to(device).float() + else: + raise TypeError(f"Unsupported type for all_sols: {type(all_sols)}") + + # ---------- 2. 组装 2K 个 (r,p*,n_old) / (r,p_old,n*) ---------- + # 将 r 扩展到 (K,10) + r_tile_p = batch_ref_i.unsqueeze(0).repeat(K, 1) # (K,10) + r_tile_n = r_tile_p.clone() + + # (r, new_p, old_n) + part1 = torch.cat([r_tile_p, p_expand, batch2_i.unsqueeze(0).repeat(K,1)], dim=1) + # (r, old_p, new_n) + part2 = torch.cat([r_tile_n, batch1_i.unsqueeze(0).repeat(K,1), n_expand], dim=1) + + new_batch = torch.cat([part1, part2], dim=0) # (2K, 30) + + # ---------- 3. 计算 ground-truth measure (NumPy) ---------- + # evaluate_grasp 需要形状 (B, 3, 10);我们这里 batch=2K + new_batch_flat = new_batch.view(2 * K, 3, 10).reshape(6 * K, 10) + new_batch_np = new_batch_flat.cpu().numpy().astype(np.float32) + # print(new_batch_np.shape) + + # 调用 evaluate_grasp;返回 (B, 3, measure_dim) + _, measures = evaluate_grasp( + new_batch_np, # already (2K,3,10) + method="qd", + device=device # evaluate_grasp 内部可能忽略这个参数 + ) + # print(new_gt_measures.shape) + new_gt_measures = measures.reshape(2 * K, 3, 2) + # 取第 0 / 1 / 2 列作为 ref/p/n 的 measure + new_ref_gt = new_gt_measures[:, 0] + new_p_gt = new_gt_measures[:, 1] + new_n_gt = new_gt_measures[:, 2] + + # ---------- 4. 生成干净标签 (+1/-1) ---------- + # new_gt_dis = (new_ref_gt - new_p_gt) - (new_ref_gt - new_n_gt) # (2K,) + new_gt_dis = np.sum( + (np.square(new_ref_gt - new_p_gt) - np.square(new_ref_gt - new_n_gt)), + axis=-1 + ) + + # print(new_gt_dis.shape) + new_lbl_clean = torch.from_numpy((new_gt_dis > 0).astype(np.float32))*2 - 1 # (+1,-1) + new_lbl_clean = new_lbl_clean.to(device) + + # ---------- 5. 加噪(可选) ---------- + noise_gen = NoiseGenerator() + new_lbl_noise = noise_gen.generate_noise( + new_lbl_clean, + new_gt_dis, + noisy_method=noisy_method, + parameter=parameter + ).to(device) # shape: (2K,) + # print(new_lbl_noise.shape) + # ---------- 6. 前向推断 delta_dis(不写入图) ---------- + with torch.no_grad(): + r_all = new_batch[:, :10] # (2K,10) + p_all = new_batch[:, 10:20] + n_all = new_batch[:, 20:30] + + delta_all = model.triplet_delta_dis(r_all, p_all, n_all) # (2K,) + # print(delta_all.shape) + signed = new_lbl_noise * delta_all # (2K,) + + best_idx = torch.argmax(signed) + + # ---------- 7. 返回替换结果 ---------- + if best_idx < K: + # 选择了 part1 → 更新 p + new_p = p_expand[best_idx] + new_n = batch2_i + new_y = new_lbl_noise[best_idx] + else: + # 选择了 part2 → 更新 n + idx = best_idx - K + new_p = batch1_i + new_n = n_expand[idx] + new_y = new_lbl_noise[best_idx] + + return new_p.detach(), new_n.detach(), new_y.detach() diff --git a/arm/main.py b/arm/main.py index bb6eda3..78a30a5 100755 --- a/arm/main.py +++ b/arm/main.py @@ -319,7 +319,8 @@ def run_experiment( noisy_method=noisy_method, parameter=parameter, robust_loss=robust_loss, - device=device + device=device, + itr=itr ) else: dis_embed = None @@ -357,7 +358,9 @@ def run_experiment( 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