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deepPathPlan/PathNet/__pycache__/unet_model.cpython-38.pyc create mode 100755 deepPathPlan/PathNet/__pycache__/unet_model.cpython-39.pyc create mode 100755 deepPathPlan/PathNet/course.py create mode 100755 deepPathPlan/PathNet/data_loader.py create mode 100755 deepPathPlan/PathNet/loss.py create mode 100755 deepPathPlan/PathNet/network.py create mode 100755 deepPathPlan/PathNet/resnet.py create mode 100755 deepPathPlan/PathNet/resshep.py create mode 100755 deepPathPlan/PathNet/train_ours.py create mode 100755 deepPathPlan/PathNet/train_resnet.py create mode 100755 deepPathPlan/PathNet/visualizer_tojit.py create mode 100644 deepPathPlan/models/model.pkl.txt create mode 100644 deepPathPlan/models/model.pklStep.txt create mode 100755 deepPathPlan/requirements.txt diff --git a/README.md b/README.md old mode 100644 new mode 100755 index f6ea66e..4ca648f --- a/README.md +++ b/README.md @@ -1,42 +1,54 @@ -# DPtraj -A double-polynomial discription for trajectory interfaced with learning-based front end. +# Stable-Time Path Planning -This work is presented in the paper: Hierarchically Depicting Vehicle Trajectory with Stability in Complex Environments, published in Science Robotics. +## 1. Installation -The backend trajectory optimizer improvements build upon our previous work (available at https://github.com/ZJU-FAST-Lab/Dftpav), where singularity issues were addressed. - -Moreover, the approach has recently been extended and applied to more complex multi-joint robotic platforms (see https://github.com/Tracailer/Tracailer). - - -If you find this repository helpful, please consider citing at least one of the following papers: - -```bibtex -@article{han2025hierarchically, - title={Hierarchically depicting vehicle trajectory with stability in complex environments}, - author={Han, Zhichao and Tian, Mengze and Gongye, Zaitian and Xue, Donglai and Xing, Jiaxi and Wang, Qianhao and Gao, Yuman and Wang, Jingping and Xu, Chao and Gao, Fei}, - journal={Science Robotics}, - volume={10}, - number={103}, - pages={eads4551}, - year={2025}, - publisher={American Association for the Advancement of Science} -} -@article{han2023efficient, - title={An efficient spatial-temporal trajectory planner for autonomous vehicles in unstructured environments}, - author={Han, Zhichao and Wu, Yuwei and Li, Tong and Zhang, Lu and Pei, Liuao and Xu, Long and Li, Chengyang and Ma, Changjia and Xu, Chao and Shen, Shaojie and others}, - journal={IEEE Transactions on Intelligent Transportation Systems}, - volume={25}, - number={2}, - pages={1797--1814}, - year={2023}, - publisher={IEEE} -} +To reproduce our ablation results, please install [Conda](https://docs.conda.io/projects/conda/en/stable/user-guide/install/linux.html#) environment on a Linux machine with Nvidia GPU.
+You may need to install the following apt packages: +```bash +sudo apt-get install libboost-dev +``` +Please config the conda environment: +```bash +cd ~/DPtraj/deepPathPlan +conda create -n python=3.8 +conda activate +pip install -r requirements.txt ``` -The code will be divided into several modules and gradually open-sourced in different branches. You can check out the following branches to try them out: -* **`backend`**: - - Efficient singularity-free backend optimization. - -* **`frontend_deploy`**: - - Reproducing of learning-enhanced stable path planning. +## 2. Reproducing the Model +### 2.1 Download Training Data +Please download, unzip and place the [Data](https://drive.google.com/file/d/1uuQsWTBYMzHI0RcXgpFg6Ft-3lf6-fRD/view?usp=drive_link) as the directory `~/totalData`. + +### 2.2 Training +You can easily retrain the model by running `PathNet/train_ours.py`: + +```bash +cd ~/DPtraj/deepPathPlan +python PathNet/train_ours.py +``` + +### 2.3 Visualizing the Results +Once the model converges, you can visualize it: + +```bash +cd ~/DPtraj/deepPathPlan +python PathNet/visualizer_tojit.py +``` + +> **Note:** This script will utilize `torch.jit.trace` to generate a model file that can be directly invoked by LibTorch, allowing you to seamlessly integrate it into our ROS program. + +## 3. Checkout our experiment logs +To check similar results in table Table.S1 and Fig.S2 of Supplementary Materials, we provide:
+1. Detailed eval log [`model.pkl.txt`](deepPathPlan/models/model.pkl.txt). +2. Detailed training log [`model.pklStep.txt`](deepPathPlan/models/model.pklStep.txt). +3. Reproduced model [`model.pkl`](deepPathPlan/models/model.pkl). + +> **Note:** +> Please note that slight differences in the results compared to the paper are normal, due to variations in training configuration and package versions.
+> For example, the batch size (`bz`) is set to 32 in this repo for easier reproduction on GPUs with 16 GB memory (the bz used in the paper is 64 based on 32 GB memory). + + +## 4. Contact + +If you have any questions, please feel free to contact Zhichao HAN () or Mengze TIAN(). diff --git a/deepPathPlan/PathNet/Layers.py b/deepPathPlan/PathNet/Layers.py new file mode 100755 index 0000000..b3e6773 --- /dev/null +++ b/deepPathPlan/PathNet/Layers.py @@ -0,0 +1,80 @@ +'''Define the Layers +Derived from - https://github.com/jadore801120/attention-is-all-you-need-pytorch/blob/132907dd272e2cc92e3c10e6c4e783a87ff8893d/transformer/Layers.py +''' + +import torch.nn as nn +import torch +import torch.utils.checkpoint +from SubLayers import MultiHeadAttention, PositionwiseFeedForward + +class EncoderLayer(nn.Module): + ''' Single Encoder layer, that consists of a MHA layers and positiion-wise + feedforward layer. + ''' + + def __init__(self, d_model, d_inner, n_head, d_k, d_v): + ''' + Initialize the module. + :param d_model: Dimension of input/output of this layer + :param d_inner: Dimension of the hidden layer of hte position-wise feedforward layer + :param n_head: Number of self-attention modules + :param d_k: Dimension of each Key + :param d_v: Dimension of each Value + :param dropout: Argument to the dropout layer. + ''' + super(EncoderLayer, self).__init__() + self.slf_attn = MultiHeadAttention(n_head, d_model, d_k, d_v) + self.pos_ffn = PositionwiseFeedForward(d_model, d_inner) + + def forward(self, enc_input, slf_attn_mask=None): + ''' + The forward module: + :param enc_input: The input to the encoder. + :param slf_attn_mask: TODO ...... + ''' + # # Without gradient Checking + # enc_output = self.slf_attn( + # enc_input, enc_input, enc_input, mask=slf_attn_mask) + + # With Gradient Checking + # enc_output = torch.utils.checkpoint.checkpoint(self.slf_attn, + # enc_input, enc_input, enc_input, slf_attn_mask) + enc_output = self.slf_attn(enc_input, enc_input, enc_input, slf_attn_mask) + + # enc_output, enc_slf_attn = self.slf_attn( + # enc_input, enc_input, enc_input, mask=slf_attn_mask) + + enc_output = self.pos_ffn(enc_output) + return enc_output + + +class DecoderLayer(nn.Module): + ''' Compose with three layers ''' + + def __init__(self, d_model, d_inner, n_head, d_k, d_v, dropout=0.1): + ''' + Initialize the Layer + :param d_model: Dimension of input/output this layer. + :param d_inner: Dimension of hidden layer of the position wise FFN + :param n_head: Number of self-attention modules. + :param d_k: Dimension of each Key. + :param d_v: Dimension of each Value. + :param dropout: Argument to the dropout layer. + ''' + super(DecoderLayer, self).__init__() + # self.slf_attn = MultiHeadAttention(n_head, d_model, d_k, d_v, dropout=dropout) + self.enc_attn = MultiHeadAttention(n_head, d_model, d_k, d_v, dropout=dropout) + self.pos_ffn = PositionwiseFeedForward(d_model, d_inner, dropout=dropout) + + def forward(self, dec_input, enc_output, slf_attn_mask=None, dec_enc_attn_mask=None): + ''' + Callback function + :param dec_input: + :param enc_output: + :param slf_attn_mask: + :param dec_enc_attn_mask: + ''' + # dec_output, dec_slf_attn = self.slf_attn(dec_input, dec_input, dec_input, mask=slf_attn_mask) + dec_output, dec_enc_attn = self.enc_attn(dec_input, enc_output, enc_output, mask=dec_enc_attn_mask) + dec_output = self.pos_ffn(dec_output) + return dec_output, dec_enc_attn \ No newline at end of file diff --git a/deepPathPlan/PathNet/SubLayers.py b/deepPathPlan/PathNet/SubLayers.py new file mode 100755 index 0000000..db90f02 --- /dev/null +++ b/deepPathPlan/PathNet/SubLayers.py @@ -0,0 +1,140 @@ +''' Define the sublayers in encoder/decoder layer +Derived From : https://github.com/jadore801120/attention-is-all-you-need-pytorch/blob/master/transformer/SubLayers.py +''' + +import numpy as np +import torch +import torch.nn as nn +import torch.nn.functional as F + +class ScaledDotProductAttention(nn.Module): + '''Scaled Dot-Product Attention + ''' + + def __init__(self, temperature): + ''' + Initialize the model. + :param temperature: TODO .... + :param attn_dropout: Argument to dropout after softmax(QK) + ''' + super().__init__() + self.temperature = temperature + + def forward(self, q, k, v, mask=None): + ''' + Callback Function: + :param q: The Query matrix. + :param k: The Key matrix. + :param v: The value matrix. + :param mask: The mask of the input. + :returns (output, attention): A tuple consisting of softmax(QK^T)V and softmax(QK^T) + ''' + attn = torch.matmul(q / self.temperature, k.transpose(2, 3)) + + if mask is not None: + attn = attn.masked_fill(mask == 0, -1e9) + + attn = F.softmax(attn, dim=-1) + output = torch.matmul(attn, v) + + return output + + +class MultiHeadAttention(nn.Module): + ''' Multi-Head Attention module ''' + + def __init__(self, n_head, d_model, d_k, d_v): + ''' + Intialize the model. + :param n_head: Number of self-attention modules + :param d_model: Dimension of input/output of this layer + :param d_k: Dimension of each Key + :param d_v: Dimension of each Value + :param dropout: + ''' + super().__init__() + + self.n_head = n_head + self.d_k = d_k + self.d_v = d_v + + self.w_qs = nn.Linear(d_model, n_head * d_k, bias=False) + self.w_ks = nn.Linear(d_model, n_head * d_k, bias=False) + self.w_vs = nn.Linear(d_model, n_head * d_v, bias=False) + self.fc = nn.Linear(n_head * d_v, d_model, bias=False) + + self.attention = ScaledDotProductAttention(temperature=d_k ** 0.5) + + self.layer_norm = nn.LayerNorm(d_model, eps=1e-6) + + + def forward(self, q, k, v, mask=None): + ''' + Callback function. + :param q: The Query matrix. + :param k: The Key matrix. + :param v: The value matrix. + :param mask: The mask to use. + :returns (output, attention): A tuple consisting of network output and softmax(QK^T) + ''' + d_k, d_v, n_head = self.d_k, self.d_v, self.n_head + sz_b_q = q.size(0) + sz_b, len_q, len_k, len_v = q.size(0), q.size(1), k.size(1), v.size(1) + + residual = q + + # Pass through the pre-attention projection: b x lq x (n*dv) + # Separate different heads: b x lq x n x dv + q = self.w_qs(q).view(sz_b_q, len_q, n_head, d_k) + k = self.w_ks(k).view(sz_b, len_k, n_head, d_k) + v = self.w_vs(v).view(sz_b, len_v, n_head, d_v) + + # Transpose for attention dot product: b x n x lq x dv + q, k, v = q.transpose(1, 2), k.transpose(1, 2), v.transpose(1, 2) + + if mask is not None: + mask = mask.unsqueeze(1) # For head axis broadcasting. + + q = self.attention(q, k, v, mask=mask) + + # Transpose to move the head dimension back: b x lq x n x dv + # Combine the last two dimensions to concatenate all the heads together: b x lq x (n*dv) + q = q.transpose(1, 2).contiguous().view(sz_b, len_q, -1) + q = self.fc(q) + q += residual + + q = self.layer_norm(q) + + return q + + +class PositionwiseFeedForward(nn.Module): + ''' A simple 2 layer with fully connected layer. + ''' + + def __init__(self, d_in, d_hid): + ''' + Initialize the model. + :param d_in: Dimension of the input/output of the model. + :param d_hid: Dimension of the hidden layer. + :param dropout: Argument to the dropout layer. + ''' + super().__init__() + self.w_1 = 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0000000000000000000000000000000000000000..c6cd518d43d50a1466626e72aa23fded708a83c1 GIT binary patch literal 4476 zcmbVPTW=f36`t8UZ@N&9tGG?ev_TsBL5gIzXxh|GZC445*8l^!Ut%n0uijs1Q$l1ce(D3f!Q^AuCoTF!8jY(U5B#|nJ|U* zj0r0;58V^9>p^1+2O6i)RG@K%2aQ)~s?bzK6`E?HsX zSUxejOA$X^7Aqu)x4uX zAFB}3n_waald-NLc-Iu}SFFdifht`qH%r(4idn4dU@4xe-XD%1_oI8mht~9*IBRN7vF1zf7>nNL9~f~Zf?K3eJdP_DBbMENzfm|*_#g@c0h^s2N>#a zjJ}YRKFet7br8m@+|s`$_rPoV&17xv&y8}Ap+WB#5AkHXduSZH)WG z*M0x=Ore(&Xn5Q*mKs_YLcH|Q zR_RIK0a?rpofnA5XCCqbnemJ*c2z9y}I>ty(6y+m%6*j)rNpE!x(LQPjqVuL`9t=u-+ygpz3i zf36wpd{WyR%|pqg(c&Q+QcT}NOaBH^;?6O0fQp9TuLFllZk-*Y9B9dy>A^v7Q4YbH z$e|l-YUTYpN{*JzykBSg)|qk4GwaZv8dJWXmmcHT#=OqdCcJCgxwR#&Q&K#kR+u6l zApJHW0pY2h@Ev8Mq$nHK4-b?X2AO=9UUqVjG>*2EakSmFMcnKCG4K8$zfa%1A|>93 zJ|&EW*5|WT_@e_fm$G=1(c4O6=3Phbjx) zGxLK}*V5+!n+&4dPsSOA#7lTa@kJlhAIn(Ar|iTyHK^EUrY`Whct59zw>6fTox-L% zHeoFdX}`ob7I3XWB3V=Zl*kp3^)d9RPIkV;Co9GJ=0T>55Z2r%M5IN80998k`D5bd&Yq(g?e_O*dIKJ>Taq*(+NDQt 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torch.tensor(1.0) + wei_arc = torch.tensor(0.05) + wei_uni = torch.tensor(10.0) + wei_pos = torch.tensor(5.0) + wei_hol = torch.tensor(10.0) + wei_rot = torch.tensor(5.0) + wei_cur = torch.tensor(0.0) + wei_safety = torch.tensor(0.0) + wei_rsm = torch.tensor(0.0) + if(epoch >=2): + wei_anchors = torch.tensor(1.0) + wei_arc = torch.tensor(0.5) + wei_uni = torch.tensor(100.0) + wei_pos = torch.tensor(5.0) + wei_hol = torch.tensor(100.0) + wei_rot = torch.tensor(5.0) + wei_cur = torch.tensor(5.0) + wei_safety = torch.tensor(0.0) + wei_rsm = torch.tensor(0.5) + if(epoch >=3): + wei_anchors = torch.tensor(1.0) + wei_arc = torch.tensor(0.5) + wei_uni = torch.tensor(100.0) + wei_pos = torch.tensor(5.0) + wei_hol = torch.tensor(200.0) + wei_rot = torch.tensor(5.0) + wei_cur = torch.tensor(500.0) + wei_safety = torch.tensor(0.0) + wei_rsm = torch.tensor(0.25) + if(epoch >=4): + wei_anchors = torch.tensor(1.0) + wei_arc = torch.tensor(0.5) + wei_uni = torch.tensor(100.0) + wei_pos = torch.tensor(5.0) + wei_hol = torch.tensor(500.0) + wei_rot = torch.tensor(5.0) + wei_cur = torch.tensor(500.0) + wei_safety = torch.tensor(500.0) + wei_rsm = torch.tensor(0.5) + return wei_anchors, wei_arc, wei_uni, wei_pos, wei_hol, wei_rot, wei_cur, wei_safety, wei_rsm \ No newline at end of file diff --git a/deepPathPlan/PathNet/data_loader.py b/deepPathPlan/PathNet/data_loader.py new file mode 100755 index 0000000..5858f67 --- /dev/null +++ b/deepPathPlan/PathNet/data_loader.py @@ -0,0 +1,144 @@ +import torch +import numpy as np +import math +from torch.utils.data import Dataset +import cv2 +import os + +class pDataset(Dataset): + def __init__(self): + self.indexDict = [] + self.startidx = 1 + self.endidx = 29000 + self.pstart = 1 + self.pend = 51 + self.envlist = [] + current_dir = os.path.dirname(os.path.abspath(__file__)) + self.dpath = os.path.dirname(os.path.dirname(current_dir)) +"/totalData/" + self.max_count = 500000 + + self.envlist = ['forest1', 'office1', 'ruins1'] + for env in self.envlist: + count = 0 + for eidx in range(self.startidx,self.endidx): + if(count > self.max_count): + break + for pathidx in range(self.pstart,self.pend): + self.path = self.dpath + env + if(os.path.exists(self.path+'/e'+str(eidx)+'/path'+str(pathidx)+'.dat')): + self.indexDict.append((eidx, pathidx, self.path)) + count += 1 + + self.envlist = ['forest2', 'office2', 'ruins2'] + self.max_count = int(self.max_count/5) + for env in self.envlist: + count = 0 + for eidx in range(self.startidx,self.endidx): + if(count > self.max_count): + break + for pathidx in range(self.pstart,self.pend): + self.path = self.dpath + env + if(os.path.exists(self.path+'/e'+str(eidx)+'/path'+str(pathidx)+'.dat')): + self.indexDict.append((eidx, pathidx, self.path)) + count += 1 + + self.length_ = len(self.indexDict) + + def __len__(self): + return self.length_ + + def __getitem__(self, idx): + (eidx, pathidx, datapath) = self.indexDict[idx] + fs = cv2.FileStorage(datapath+'/esdfmaps/'+str(eidx)+'.xml', cv2.FILE_STORAGE_READ) + path = np.fromfile(datapath+'/e'+str(eidx)+'/path'+str(pathidx)+'.dat') + + fn = fs.getNode("instance") + image = fn.mat() + raw_env = image #H*W + raw_env = np.expand_dims(raw_env, 0) #H*W + raw_env = np.where(raw_env > 0.2, 1, 0) + + label = path[10:].reshape(200, 6) + env = np.expand_dims(image, 0) #H*W + + startpos = geom2pix(label[0][1:3]) + goalpos = geom2pix(label[-1][1:3]) + + data = get_encoder_input(env, goalpos, label[-1][3], startpos, label[0][3]) + opState = label[:, 1:3] + labelRot = np.zeros((200,2)) + labelRot[:,0] = np.cos(label[:, 3]) + labelRot[:,1] = np.sin(label[:, 3]) + + grid = np.floor((opState+10.0)/1.0).astype(int) + anchors = np.zeros((200,20,20)) + index = [i for i in range(200)] + anchors[index, grid[:,0], grid[:,1]] = 1 + return torch.as_tensor(data.copy()).float().contiguous(),torch.as_tensor(raw_env.copy()).float().contiguous(),\ + torch.as_tensor(opState.copy()).float().contiguous(), torch.as_tensor(labelRot.copy()).float().contiguous(),\ + torch.as_tensor(anchors.copy()).float().contiguous() + +def geom2pix(pos, res=0.1, size=(200, 200)): + """ + Convert geometrical position to pixel co-ordinates. The origin + is assumed to be at [image_size[0]-1, 0]. + :param pos: The (x,y) geometric co-ordinates. + :param res: The distance represented by each pixel. + :param size: The size of the map image + :returns (int, int): The associated pixel co-ordinates. + """ + + return (int(np.floor((pos[0] + 10.0) / res)), int(np.floor((pos[1] + 10.0) / res))) +def pix2geom(grid, res=0.1, size=(200, 200)): + """ + Convert geometrical position to pixel co-ordinates. The origin + is assumed to be at [image_size[0]-1, 0]. + :param pos: The (x,y) geometric co-ordinates. + :param res: The distance represented by each pixel. + :param size: The size of the map image + :returns (int, int): The associated pixel co-ordinates. + """ + + return (np.float((grid[0]+0.5)*res-10.0), np.float((grid[1]+0.5)*res-10.0)) + +def get_encoder_input(InputMap, goal_pos, goal_yaw, start_pos, start_yaw): + ''' + Returns the input map appended with the goal, and start position encoded. + :param InputMap: The grayscale map + :param goal_pos: The goal pos of the robot on the costmap. + :param start_pos: The start pos of the robot on the costmap. + :returns np.array: The map concatentated with the encoded start and goal pose. + ''' + + receptive_field = 16 + map_size = (200,200) + context_map = np.zeros(map_size) + context_cos_map = np.zeros(map_size) + context_sin_map = np.zeros(map_size) + + goal_start_x = max(0, goal_pos[0]- receptive_field//2) + goal_start_y = max(0, goal_pos[1]- receptive_field//2) + + goal_end_x = min( map_size[0], goal_pos[0]+ receptive_field//2) + goal_end_y = min( map_size[1], goal_pos[1]+ receptive_field//2) + + context_map[goal_start_x:goal_end_x, goal_start_y:goal_end_y] = 1.0 + + context_cos_map[goal_start_x:goal_end_x, goal_start_y:goal_end_y] = math.cos(goal_yaw) + context_sin_map[goal_start_x:goal_end_x, goal_start_y:goal_end_y] = math.sin(goal_yaw) + + # Mark start region + start_start_x = max(0, start_pos[0]- receptive_field//2) + start_start_y = max(0, start_pos[1]- receptive_field//2) + start_end_x = min( map_size[0], start_pos[0]+ receptive_field//2) + start_end_y = min( map_size[1], start_pos[1]+ receptive_field//2) + + context_map[start_start_x:start_end_x, start_start_y:start_end_y] = -1.0 + context_cos_map[start_start_x:start_end_x, start_start_y:start_end_y] = math.cos(start_yaw) + context_sin_map[start_start_x:start_end_x, start_start_y:start_end_y] = math.sin(start_yaw) + + + context_map = np.expand_dims(context_map, 0) + context_cos_map = np.expand_dims(context_cos_map, 0) + context_sin_map = np.expand_dims(context_sin_map, 0) + return np.concatenate((InputMap, context_map, context_cos_map, context_sin_map), axis = 0) \ No newline at end of file diff --git a/deepPathPlan/PathNet/loss.py b/deepPathPlan/PathNet/loss.py new file mode 100755 index 0000000..608a32e --- /dev/null +++ b/deepPathPlan/PathNet/loss.py @@ -0,0 +1,345 @@ + +import torch +import torch.nn as nn +import torch.nn.functional as F +from torch.autograd import Variable +from einops import rearrange + +def positiveSmoothedL1(x): + #x:B*99 + pe = 1.0e-4 + half = 0.5 * pe + f3c = 1.0 / (pe * pe) + f4c = -0.5 * f3c / pe + + b1 = x <= 0.0 + b2 = (x>0.0) & (x < pe) + b3 = x >= pe + + a1 = 0.0 + a2 = (f4c * x + f3c) * x * x * x + a3 = x - half + loss = a1 * b1 + a2 * b2 + a3 * b3 + + return loss + +def positiveSmoothedL2(x): + #x:B*99 + f = nn.ReLU() + x = f(x) + loss = x * x + return loss + +def positiveSmoothedL3(x): + #x:B*99 + f = nn.ReLU() + x = f(x) + loss = x * x *x + return loss + +def floatToInt(pos, res=0.1): + #pos B*C*2 + gridIdx = Variable(((pos+10.0)/res).floor().long()) + return gridIdx + +def intToFloat(grid, res=0.1): + pos = Variable(((grid+0.5)*res-10.0).float()) + return pos + +def getDistGrad(inputpos, esdfMap, res=0.1): + #pos B*C*2 + #esdfMap B*3*200*200 + outRange= (inputpos < -9.9) | (inputpos > 9.9) + outRange = outRange[:,:,0] | outRange[:,:,1] + # print(outRange) + pos = torch.clamp(inputpos,-9.9,9.9) + # pos = inputpos + pos_m = pos - 0.5 * res + idx = floatToInt(pos_m) #B*C*2 + idx_pos = intToFloat(idx) + diff = (pos - idx_pos) / res #B*C*2 + + Bs = pos.shape[0] + channels = pos.shape[1] + values = torch.zeros(Bs,channels, 2,2).cuda() + for x in range(0,2): + for y in range(0,2): + offset = Variable(torch.tensor([x,y]).long().cuda()) + current_idx = idx + offset#B*C*2 + for i in range(Bs): + values[i,:,x,y] = esdfMap[i,0,current_idx[i,:,0], current_idx[i,:,1]] + values = Variable(values) + v00 = (1-diff[:,:,0]) * values[:,:,0,0] + diff[:,:,0] * values[:,:,1,0] + v10 = (1-diff[:,:,0]) * values[:,:,0,1] + diff[:,:,0] * values[:,:,1,1] + v0 = (1-diff[:,:,1]) * v00 + diff[:,:,1] * v10 + v0 = torch.where(outRange, -1.0, v0) + return v0 + +def getSqureArc(inputs): + pts1 = inputs[:,:-1,:] + pts2 = inputs[:,1:,:] + dif = pts1 - pts2 + dif = dif * dif + arc = torch.sum(dif, dim=2) + arc = torch.sum(arc, dim=1) + return arc + +class FocalLoss(nn.Module): + def __init__(self, weight=None, size_average=True): + super(FocalLoss, self).__init__() + + def forward(self, inputs, targets, alpha=0.95, gamma=1.0, smooth=1): + + #flatten label and prediction tensors + inputs = inputs.view(-1) + targets = targets.view(-1) + + #first compute binary cross-entropy + ce_loss = F.binary_cross_entropy(inputs, targets, reduction='mean') + p_t = inputs * targets + (1 - inputs) * (1 - targets) + loss = ce_loss * ((1 - p_t) ** gamma) + if alpha >= 0: + alpha_t = alpha * targets + (1 - alpha) * (1 - targets) + loss = alpha_t * loss + + return loss.mean() + +class ArcLoss(nn.Module): + def __init__(self): + super(ArcLoss, self).__init__() + + def forward(self, inputs): + pts1 = inputs[:,:-1,:] + pts2 = inputs[:,1:,:] + arcs = pts1 - pts2 + arcs = torch.norm(arcs, dim=2) + loss = torch.sum(arcs, dim=1) + return loss + +class NormalizeArcLoss(nn.Module): + def __init__(self): + super(NormalizeArcLoss, self).__init__() + self.arcloss = ArcLoss() + + def forward(self, inputs, labels): + arc1 = self.arcloss(inputs) + arc2 = self.arcloss(labels) + vioarc = arc1-arc2 + arcloss = positiveSmoothedL1(vioarc) + return torch.mean(arcloss) + +class NormalizeRotLoss(nn.Module): + def __init__(self): + super(NormalizeRotLoss, self).__init__() + + def forward(self, inputs, labels): + dif1 = getSqureArc(inputs) + dif2 = getSqureArc(labels) + normlizeArc = dif1 / dif2 #B + return torch.mean(normlizeArc) + +class SmoothTrajLoss(nn.Module): + def __init__(self): + super(SmoothTrajLoss, self).__init__() + def forward(self, opState): + #B*C*2 + pts1 = opState[:,:-1,:] + pts2 = opState[:,1:,:] + v = pts2-pts1 + normV = torch.nn.functional.normalize(v, dim=2)#B 99 2 + v1 = normV[:,:-1,:] + v2 = normV[:,1: ,:] + c = torch.zeros_like(v2)#B 98 2 + c[:,:,0] = -v2[:,:,1] + c[:,:,1] = v2[:,:,0] + cross = torch.sum(v1 * c,dim=2)#B*98 + cross = torch.pow(cross,2)#b 98 + loss = torch.sum(cross, dim=1)#B + return loss + +class NormalizeSmoothTrajLoss(nn.Module): + def __init__(self): + super(NormalizeSmoothTrajLoss, self).__init__() + self.s = SmoothTrajLoss() + def forward(self, inputs, labels): + loss1 = self.s(inputs) + loss2 = self.s(labels) + vios = loss1-loss2 + sloss = positiveSmoothedL1(vios) #B + return torch.mean(sloss) + +class GearTrajLoss(nn.Module): + def __init__(self): + super(GearTrajLoss, self).__init__() + def forward(self, opState): + #B*C*2 + pts1 = opState[:,:-1,:] + pts2 = opState[:,1:,:] + v = pts2-pts1 + normV = torch.nn.functional.normalize(v, dim=2)#B 99 2 + v1 = normV[:,:-1,:] + v2 = normV[:,1: ,:] + dif = v2-v1 #B*98*2 + dfi2 = torch.pow(dif,2) # B*98*2 + loss = torch.sum(dfi2, dim=2)#B*98 + loss = torch.sum(loss, dim=1)#B + return loss + +class NormalizeGearTrajLoss(nn.Module): + def __init__(self): + super(NormalizeGearTrajLoss, self).__init__() + self.s = GearTrajLoss() + def forward(self, inputs, labels): + loss1 = self.s(inputs) + loss2 = self.s(labels) + loss = loss1/loss2 + + vios = 8.0*(loss-1.0)#B + sloss = positiveSmoothedL1(vios) #B + return torch.mean(sloss) + +class UniforArcLoss(nn.Module): + def __init__(self): + super(UniforArcLoss, self).__init__() + self.arcloss = ArcLoss() + + def forward(self, inputs, labels): + pts1 = inputs[:,:-1,:] + pts2 = inputs[:,1:,:] + arcs = pts1 - pts2 #B*99*2 + arcs = torch.norm(arcs, dim=2)#B*99 + varloss = torch.std(arcs, dim=1, unbiased=False) #B + labelArc = self.arcloss(labels) #B + normalizeLoss = varloss / labelArc + loss = torch.mean(normalizeLoss) + return loss + +class NonholoLoss(nn.Module): + def __init__(self): + super(NonholoLoss, self).__init__() + + def forward(self, inputs, labels): + #labels cos sin + pts1 = inputs[:,:-1,:] + pts2 = inputs[:,1:,:] + arcs = pts2 - pts1 + arcs = torch.nn.functional.normalize(arcs, dim=2) + + labeldir = torch.zeros_like(labels) + labeldir[:,:,0] = -labels[:,:,1] + labeldir[:,:,1] = labels[:,:,0] + + cross = torch.sum(arcs * labeldir,dim=2) + cross = torch.pow(cross,2) + + + vioh = (cross-0.067) + hloss = positiveSmoothedL1(vioh) + return torch.mean(hloss) + +class CurvatureLoss(nn.Module): + def __init__(self): + super(CurvatureLoss, self).__init__() + self.kmax = 1.67 + def forward(self, opstate, rot): + rot1 = rot[:, :-1, :] + rot2 = rot[:, 1:, :] + rotarc = rot2-rot1 + deltaAngles = torch.norm(rotarc,dim=2) + + pts1 = opstate[:,:-1,:] + pts2 = opstate[:,1:,:] + arcs = pts2 - pts1 + arcs = torch.norm(arcs, dim=2) + viok = (deltaAngles * deltaAngles - self.kmax * self.kmax * (arcs + 1.0e-3) * (arcs + 1.0e-3)) + kloss = positiveSmoothedL1(viok) + return torch.mean(kloss) + +class TurnLoss(nn.Module): + def __init__(self): + super(TurnLoss, self).__init__() + def forward(self, opState): + pts1 = opState[:,:-1,:] + pts2 = opState[:,1:,:] + v = pts2-pts1 + normV = torch.nn.functional.normalize(v, dim=2) + v1 = normV[:,:-1,:] + v2 = normV[:,1: ,:] + c = torch.zeros_like(v2) + c[:,:,0] = -v2[:,:,1] + c[:,:,1] = v2[:,:,0] + cross = torch.sum(v1 * c,dim=2) + + cross = torch.pow(cross,2) + vio = (cross - 0.35) + sloss = positiveSmoothedL1(vio) + return torch.mean(sloss) + +class CollisionLoss(nn.Module): + def __init__(self): + super(CollisionLoss, self).__init__() + def forward(self, opState, envs): + #inputs:B*C*2 B*3*200*200 + dists = getDistGrad(opState, envs) + viod = 10.0*(0.3-dists) + penalty = positiveSmoothedL2(viod) + return torch.mean(penalty) + +class FullShapeCollisionLoss(nn.Module): + def __init__(self): + super(FullShapeCollisionLoss, self).__init__() + self.conpts = torch.tensor([[0.15, 0.0], [0.45, -0.00]]).cuda()#10*2 + def forward(self, opState, opRot, envs): + #inputs:B*C*2 B*3*200*200 + B = opState.shape[0] + C = opState.shape[1] + N = self.conpts.shape[0] + rotR = torch.zeros(B,C,2,2).cuda() + cos = opRot[:,:,0] + sin = opRot[:,:,1] + rotR[:,:,0,0] = cos + rotR[:,:,0,1] = -sin + rotR[:,:,1,0] = sin + rotR[:,:,1,1] = cos + offset = torch.einsum('bcij,nj->bcni',rotR, self.conpts) + absPt = opState.unsqueeze(dim=2) # B C 1 2 + absPt = absPt.repeat(1,1,N,1) + absPt = absPt + offset #B C N 2 + absPt = rearrange(absPt, 'b c n i-> b (c n) i') #B*CN*2 + dists = getDistGrad(absPt, envs) + viod = 10.0*(0.3-dists) + penalty = positiveSmoothedL1(viod) + return torch.mean(penalty) + +class TotalLoss(nn.Module): + def __init__(self): + super(TotalLoss, self).__init__() + self.wei_arc = torch.tensor(0.5) + self.wei_uni = torch.tensor(100.0) + self.wei_hol = torch.tensor(500.0) + self.wei_cur = torch.tensor(500.0) + self.wei_safety = torch.tensor(500.0) + self.wei_rsm = torch.tensor(0.5) + self.wei_traj = torch.tensor(0.3) + self.wei_turn = torch.tensor(100.0) + + self.smooLoss = NormalizeArcLoss() + self.rotsLoss = NormalizeArcLoss() + self.holoLoss = NonholoLoss() + self.uniLoss = UniforArcLoss() + self.curLoss = CurvatureLoss() + self.safeLoss = FullShapeCollisionLoss() + self.trajLoss = NormalizeSmoothTrajLoss() + self.turnLoss = TurnLoss() + + def forward(self, opState, label_opState, opRot, label_opRot,envs): + arcloss = self.wei_arc * self.smooLoss(opState, label_opState) + holloss = self.wei_hol * self.holoLoss(opState,opRot[:,1:,:]) + unilos = self.wei_uni * self.uniLoss(opState,label_opState) + curloss = self.wei_cur * self.curLoss(opState, opRot) + rsmloss = self.wei_rsm * self.rotsLoss(opRot, label_opRot) + safetyloss = self.wei_safety * self.safeLoss(opState, opRot, envs) + trajloss = self.wei_traj * self.trajLoss(opState, label_opState) + turnloss = self.wei_turn * self.turnLoss(opState) + loss = arcloss + holloss + unilos + curloss + rsmloss + safetyloss+trajloss+turnloss + return loss \ No newline at end of file diff --git a/deepPathPlan/PathNet/network.py b/deepPathPlan/PathNet/network.py new file mode 100755 index 0000000..e08a003 --- /dev/null +++ b/deepPathPlan/PathNet/network.py @@ -0,0 +1,509 @@ +import torch +import torch.nn as nn +import time +import torch.nn.functional as F +from torch.autograd import Variable +from einops import rearrange +import numpy as np +from Layers import EncoderLayer +from einops.layers.torch import Rearrange + +def filter(opState, kernelsize=5): + Bs = opState.shape[0] + ches = opState.shape[1] + recL = int((kernelsize-3)/2) + labelTable = torch.zeros(Bs, int(ches+2*recL),opState.shape[2]).cuda() + labelTable[:,:recL,:] = opState[:,0,:].unsqueeze(dim=1) + labelTable[:,-recL:,:] = opState[:,-1,:].unsqueeze(dim=1) + labelTable[:,recL:-recL,:] = opState + + newOpState = torch.zeros_like(opState) + + tmpT = labelTable.unfold(1, kernelsize, 1) + tmpMeanT = torch.mean(tmpT, dim=-1) + newOpState[:,1:-1,:] = tmpMeanT + + + newOpState[:,0,:] = opState[:,0,:] + newOpState[:,-1,:] = opState[:,-1,:] + + return newOpState + +class Down(nn.Module): + """Downscaling with maxpool then double conv""" + + def __init__(self, in_channels, out_channels): + super().__init__() + self.maxpool_conv = nn.Sequential( + nn.MaxPool2d(2), + DoubleConv(in_channels, out_channels) + ) + + def forward(self, x): + return self.maxpool_conv(x) + + +class Up(nn.Module): + """Upscaling then double conv""" + + def __init__(self, in_channels, out_channels): + super().__init__() + + + self.up = nn.ConvTranspose2d(in_channels, in_channels // 2, kernel_size=2, stride=2) + self.conv = DoubleConv(in_channels, out_channels) + + def forward(self, x1, x2): + x1 = self.up(x1) + # input is CHW + diffY = x2.size()[2] - x1.size()[2] + diffX = x2.size()[3] - x1.size()[3] + + x1 = F.pad(x1, [diffX // 2, diffX - diffX // 2, + diffY // 2, diffY - diffY // 2]) + # if you have padding issues, see + # https://github.com/HaiyongJiang/U-Net-Pytorch-Unstructured-Buggy/commit/0e854509c2cea854e247a9c615f175f76fbb2e3a + # https://github.com/xiaopeng-liao/Pytorch-UNet/commit/8ebac70e633bac59fc22bb5195e513d5832fb3bd + x = torch.cat([x2, x1], dim=1) + return self.conv(x) + + + +class block(nn.Module): + def __init__( + self, in_channels, intermediate_channels, identity_downsample=None, stride=1 + ): + super().__init__() + self.expansion = 4 + self.conv1 = nn.Conv2d( + in_channels, + intermediate_channels, + kernel_size=1, + stride=1, + padding=0, + bias=False, + ) + self.bn1 = nn.BatchNorm2d(intermediate_channels) + self.conv2 = nn.Conv2d( + intermediate_channels, + intermediate_channels, + kernel_size=3, + stride=stride, + padding=1, + bias=False, + ) + self.bn2 = nn.BatchNorm2d(intermediate_channels) + self.conv3 = nn.Conv2d( + intermediate_channels, + intermediate_channels * self.expansion, + kernel_size=1, + stride=1, + padding=0, + bias=False, + ) + self.bn3 = nn.BatchNorm2d(intermediate_channels * self.expansion) + self.relu = nn.ReLU() + self.identity_downsample = identity_downsample + self.stride = stride + + def forward(self, x): + + identity = x.clone() + x = self.conv1(x) + x = self.bn1(x) + x = self.relu(x) + x = self.conv2(x) + x = self.bn2(x) + x = self.relu(x) + x = self.conv3(x) + x = self.bn3(x) + if self.identity_downsample is not None: + identity = self.identity_downsample(identity) + x += identity + x = self.relu(x) + return x + +class DoubleConv(nn.Module): + """(convolution => [BN] => ReLU) * 2""" + + def __init__(self, in_channels, out_channels): + super().__init__() + self.double_conv = nn.Sequential( + nn.Conv2d(in_channels, out_channels, kernel_size=3, padding=1, bias=False), + nn.BatchNorm2d(out_channels), + nn.ReLU(inplace=True), + nn.Conv2d(out_channels, out_channels, kernel_size=3, padding=1, bias=False), + nn.BatchNorm2d(out_channels), + nn.ReLU(inplace=True) + ) + + def forward(self, x): + return self.double_conv(x) +class OutConv(nn.Module): + def __init__(self, in_channels, out_channels): + super(OutConv, self).__init__() + self.conv = nn.Conv2d(in_channels, out_channels, kernel_size=1) + + def forward(self, x): + return self.conv(x) + + +class PositionalEncoding(nn.Module): + '''Positional encoding + ''' + def __init__(self, d_hid, n_position, train_shape): + ''' + Intialize the Encoder. + :param d_hid: Dimesion of the attention features. + :param n_position: Number of positions to consider. + :param train_shape: The 2D shape of the training model. + ''' + super(PositionalEncoding, self).__init__() + self.n_pos_sqrt = int(np.sqrt(n_position)) + self.train_shape = train_shape + # Not a parameter + self.register_buffer('hashIndex', self._get_hash_table(n_position)) + self.register_buffer('pos_table', self._get_sinusoid_encoding_table(n_position, d_hid)) + self.register_buffer('pos_table_train', self._get_sinusoid_encoding_table_train(n_position, train_shape)) + + def _get_hash_table(self, n_position): + ''' + A simple table converting 1D indexes to 2D grid. + :param n_position: The number of positions on the grid. + ''' + + return rearrange(torch.arange(n_position), '(h w) -> h w', h=int(np.sqrt(n_position)), w=int(np.sqrt(n_position))) # 40 * 40 + + def _get_sinusoid_encoding_table(self, n_position, d_hid): + ''' + Sinusoid position encoding table. + :param n_position: + :param d_hid: + :returns + ''' + # TODO: make it with torch instead of numpy + + def get_position_angle_vec(position): + return [position / np.power(10000, 2 * (hid_j // 2) / d_hid) for hid_j in range(d_hid)] + + sinusoid_table = np.array([get_position_angle_vec(pos_i) for pos_i in range(n_position)]) + sinusoid_table[:, 0::2] = np.sin(sinusoid_table[:, 0::2]) # dim 2i + sinusoid_table[:, 1::2] = np.cos(sinusoid_table[:, 1::2]) # dim 2i+1 + return torch.FloatTensor(sinusoid_table[None,:]) + + def _get_sinusoid_encoding_table_train(self, n_position, train_shape): + ''' + The encoding table to use for training. + NOTE: It is assumed that all training data comes from a fixed map. + NOTE: Another assumption that is made is that the training maps are square. + :param n_position: The maximum number of positions on the table. + :param train_shape: The 2D dimension of the training maps. + ''' + selectIndex = rearrange(self.hashIndex[:train_shape[0], :train_shape[1]], 'h w -> (h w)') # 24 * 24 + return torch.index_select(self.pos_table, dim=1, index=selectIndex) + + def forward(self, x, conv_shape=None): + ''' + Callback function + :param x: + ''' + if conv_shape is None: + startH, startW = torch.randint(0, self.n_pos_sqrt-self.train_shape[0], (2,)) + selectIndex = rearrange( + self.hashIndex[startH:startH+self.train_shape[0], startW:startW+self.train_shape[1]], + 'h w -> (h w)' + ) + return x + torch.index_select(self.pos_table, dim=1, index=selectIndex).clone().detach() + + # assert x.shape[0]==1, "Only valid for testing single image sizes" + selectIndex = rearrange(self.hashIndex[:conv_shape[0], :conv_shape[1]], 'h w -> (h w)') + return x + self.pos_table[:, selectIndex.long(), :] + + +class Encoder(nn.Module): + ''' The encoder of the planner. + ''' + + def __init__(self, n_layers, n_heads, d_k, d_v, d_model, d_inner, pad_idx, n_position, train_shape): + ''' + Intialize the encoder. + :param n_layers: Number of layers of attention and fully connected layer. + :param n_heads: Number of self attention modules. + :param d_k: Dimension of each Key. + :param d_v: Dimension of each Value. + :param d_model: Dimension of input/output of encoder layer. + :param d_inner: Dimension of the hidden layers of position wise FFN + :param pad_idx: TODO .... + :param dropout: The value to the dropout argument. + :param n_position: Total number of patches the model can handle. + :param train_shape: The shape of the output of the patch encodings. + ''' + super().__init__() + self.to_patch_embedding = nn.Sequential( + + + (DoubleConv(4, 64)), + nn.MaxPool2d(2), + nn.Conv2d(64, 128, kernel_size=3, padding=0, bias=False), + nn.BatchNorm2d(128), + nn.ReLU(inplace=True), + nn.Conv2d(128, 128, kernel_size=3, padding=0, bias=False), + nn.BatchNorm2d(128), + nn.ReLU(inplace=True), + nn.MaxPool2d(2), + nn.Conv2d(128, 256, kernel_size=3, padding=0, bias=False), + nn.BatchNorm2d(256), + nn.ReLU(inplace=True), + nn.Conv2d(256, 256, kernel_size=3, padding=0, bias=False), + nn.BatchNorm2d(256), + nn.ReLU(inplace=True), + nn.MaxPool2d(2), + nn.Conv2d(256, 512, kernel_size=3, padding=0, bias=False), + nn.BatchNorm2d(512), + nn.ReLU(inplace=True), + nn.Conv2d(512, 512, kernel_size=3, padding=1, bias=False), + nn.BatchNorm2d(512), + nn.ReLU(inplace=True) + ) + + self.reorder_dims = Rearrange('b c h w -> b (h w) c') + # Position Encoding. + # NOTE: Current setup for adding position encoding after patch Embedding. + self.position_enc = PositionalEncoding(d_model, n_position=n_position, train_shape=train_shape) + + self.layer_stack = nn.ModuleList([ + EncoderLayer(d_model, d_inner, n_heads, d_k, d_v) + for _ in range(n_layers) + ]) + + self.layer_norm = nn.LayerNorm(d_model, eps=1e-6) + + + def forward(self, input_map, returns_attns=False): + ''' + The input of the Encoder should be of dim (b, c, h, w). + :param input_map: The input map for planning. + :param returns_attns: If True, the model returns slf_attns at each layer + ''' + enc_slf_attn_list = [] + enc_output = self.to_patch_embedding(input_map) + conv_map_shape = enc_output.shape[-2:] + enc_output = self.reorder_dims(enc_output) + + if self.training: + enc_output = self.position_enc(enc_output) + else: + enc_output = self.position_enc(enc_output, conv_map_shape) + + enc_output = self.layer_norm(enc_output) + + for enc_layer in self.layer_stack: + enc_output = enc_layer(enc_output, slf_attn_mask=None) + + if returns_attns: + return enc_output, enc_slf_attn_list + return enc_output, + + +class Transformer(nn.Module): + ''' A Transformer module + ''' + def __init__(self, n_layers, n_heads, d_k, d_v, d_model, d_inner, pad_idx, n_position, train_shape): + ''' + Initialize the Transformer model. + :param n_layers: Number of layers of attention and fully connected layers + :param n_heads: Number of self attention modules. + :param d_k: Dimension of each Key. + :param d_v: Dimension of each Value. + :param d_model: Dimension of input/output of decoder layer. + :param d_inner: Dimension of the hidden layers of position wise FFN1 + :param pad_idx: TODO ...... + :param dropout: The value of the dropout argument. + :param n_position: Dim*dim of the maximum map size. + :param train_shape: The shape of the output of the patch encodings. + ''' + super().__init__() + + self.encoder = Encoder( + n_layers=n_layers, # num of sublayer + n_heads=n_heads, # a dimension in query, key, value + d_k=d_k, # dimension of key + d_v=d_v, # dimension of value + d_model=d_model, # channel of conv as a first part + d_inner=d_inner, # channel of inner part in the model + pad_idx=pad_idx, + n_position=n_position, # max table size for position encoding + train_shape=train_shape # image size in meters + ) + + def forward(self, input_map): + ''' + The callback function. + :param input_map: + :param goal: A 2D torch array representing the goal. + :param start: A 2D torch array representing the start. + :param cur_index: The current anchor point of patch. + ''' + enc_output, *_ = self.encoder(input_map) + enc_output = rearrange(enc_output, 'b c d -> b d c') + enc_output = rearrange(enc_output, 'b c (h w) -> b c h w', h = 20) + return enc_output + +class AnchorNet25(nn.Module): + def __init__(self, n_channels, out_channels=1): + super(AnchorNet25, self).__init__() + model_args = dict( + n_layers=6, + n_heads=3, + d_k=512, + d_v=256, + d_model=512, + d_inner=1024, + pad_idx=None, + n_position=40*40, + # train_shape=[25, 25], + train_shape=[20, 20] + ) + self.transformer = Transformer(**model_args) + + + self.outc = nn.Sequential( + nn.Conv2d(512, 1024, kernel_size=3, padding=1,stride=1), + nn.BatchNorm2d(1024), + nn.ReLU(inplace=True), + OutConv(1024, out_channels) + ) + + def forward(self, x): + x = self.transformer(x) + result = self.outc(x) + result_1 = rearrange(result, 'b c h w-> b c (h w)') + result_2 = rearrange(result_1, 'b c l-> (b c) l') + result = rearrange(result, 'b c h w-> b c (h w)') + result = torch.softmax(result, dim=2) + result = rearrange(result, 'b c (h w)-> b c h w', h = 20) + return x,result,result_2 + + +class trajFCNet(nn.Module): + def __init__(self, image_channels=4, pt_num=100, filter = 7, l = 1.2, use_groundTruth = True): + super(trajFCNet, self).__init__() + self.a = AnchorNet25(image_channels, pt_num) + + self.fcntrajout = nn.Sequential( + nn.Conv2d(512+pt_num, 1024, kernel_size=3, padding=1,stride=1), + nn.BatchNorm2d(1024), + nn.ReLU(inplace=True), + OutConv(1024, pt_num*3) + ) + + + self.pt_num = pt_num + self.filter = filter + self.l = l + self.w = (self.l -1.0)/2.0 + + self.use_groundTruth = use_groundTruth + self.sig = nn.Sigmoid()#0~1 + xylim = torch.arange(0,20).unsqueeze(dim=1) + xylim = xylim.repeat(1,20) + yxlim = torch.arange(0,20).unsqueeze(dim=0) + yxlim = yxlim.repeat(20,1) + self.register_buffer('xylim', xylim) + self.register_buffer('yxlim', yxlim) + + + + + def forward(self, x, labelState, labelRot, anchors): + ft, result_1, result_2 = self.a(x) + + + prbmap = torch.zeros_like(result_1) + prbmap[:,0,:,:] = anchors[:,0,:,:] + prbmap[:,-1,:,:] = anchors[:,-1,:,:] + prbmap[:,1:-1,:,:] = result_1[:,1:-1,:,:] + + + resFeature= ft + if(self.use_groundTruth): + anchorsFeature = anchors + else: + anchorsFeature = prbmap + + resInput = torch.cat((anchorsFeature, resFeature), dim=1) + + resOutput = self.fcntrajout(resInput) + if(self.use_groundTruth): + if(self.l>0): + #hzchzc + px = (self.l*self.sig(resOutput[:,0::3,:,:])-self.w)* anchors + py = (self.l*self.sig(resOutput[:,1::3,:,:])-self.w)* anchors + else: + px = resOutput[:,0::3,:,:]* anchors + py = resOutput[:,1::3,:,:]* anchors + yw = resOutput[:,2::3,:,:] * anchors + else: + if(self.l>0): + px = (self.l*self.sig(resOutput[:,0::3,:,:])-self.w)* prbmap + py = (self.l*self.sig(resOutput[:,1::3,:,:])-self.w)* prbmap + else: + px = resOutput[:,0::3,:,:]* prbmap + py = resOutput[:,1::3,:,:]* prbmap + yw = resOutput[:,2::3,:,:] * prbmap + + # bias + px = torch.sum(torch.sum(px, dim = 3), dim=2).unsqueeze(dim=2) + py = torch.sum(torch.sum(py, dim = 3), dim=2).unsqueeze(dim=2) + yw = torch.sum(torch.sum(yw, dim = 3), dim=2) + + gridx = Variable(self.xylim, requires_grad = False) + gridy = Variable(self.yxlim, requires_grad = False) + if(self.use_groundTruth): + xmap = anchors * gridx + ymap = anchors * gridy + else: + xmap = prbmap * gridx + ymap = prbmap * gridy + aveGirdx = torch.sum(torch.sum(xmap, dim=3), dim=2).unsqueeze(dim=2) + aveGirdy = torch.sum(torch.sum(ymap, dim=3), dim=2).unsqueeze(dim=2) + # local origin + lo = torch.cat((aveGirdx, aveGirdy), dim=2)*1.0-10.0 + opState = torch.cat((px, py), dim=2) + lo + cosyaw = torch.cos(yw).unsqueeze(dim=2) + sinyaw = torch.sin(yw).unsqueeze(dim=2) + rotOutput = torch.cat((cosyaw,sinyaw), dim=2) + opState[:,0,:] = labelState[:,0,:] + opState[:,-1,:] = labelState[:,-1,:] + rotOutput[:,0,:] = labelRot[:,0,:] + rotOutput[:,-1,:] = labelRot[:,-1,:] + if(self.filter >=3): + opState = filter(opState, self.filter) + rotOutput = filter(rotOutput, self.filter) + rotOutput = torch.nn.functional.normalize(rotOutput, dim=2) + + + return opState, rotOutput, prbmap, result_2 + +if __name__ == "__main__": + pt = 200 + model = trajFCNet(pt_num=pt, filter=7).cuda().half() + totalt = 0.0 + count = 0 + model.eval() + input = torch.rand(1,4,200,200).cuda().half() + labelState = torch.rand(1,pt,2).cuda().half() + labelRot = torch.rand(1,pt,2).cuda().half() + anchors = torch.rand(1,pt,20,20).cuda().half() + out = model(input, labelState, labelRot, anchors) + with torch.no_grad(): + for i in range(200): + torch.cuda.synchronize() + start = time.time() + out = model(input, labelState, labelRot, anchors) + torch.cuda.synchronize() + end = time.time() + if i>=20: + totalt += 1000.0*(end-start) + count +=1 + print("model time: ", totalt / count, " ms") \ No newline at end of file diff --git a/deepPathPlan/PathNet/resnet.py b/deepPathPlan/PathNet/resnet.py new file mode 100755 index 0000000..789e54d --- /dev/null +++ b/deepPathPlan/PathNet/resnet.py @@ -0,0 +1,274 @@ + +import torch +import torch.nn as nn +import torch.nn.functional as F +import time +import timm +def filter(opState, kernelsize=5): + #B*100*2 + + Bs = opState.shape[0] + ches = opState.shape[1] + recL = int((kernelsize-3)/2) + labelTable = torch.zeros(Bs, int(ches+2*recL),opState.shape[2]).cuda() + labelTable[:,:recL,:] = opState[:,0,:].unsqueeze(dim=1) + labelTable[:,-recL:,:] = opState[:,-1,:].unsqueeze(dim=1) + labelTable[:,recL:-recL,:] = opState + + newOpState = torch.zeros_like(opState) + + tmpT = labelTable.unfold(1, kernelsize, 1) + tmpMeanT = torch.mean(tmpT, dim=-1) + newOpState[:,1:-1,:] = tmpMeanT + + + newOpState[:,0,:] = opState[:,0,:] + newOpState[:,-1,:] = opState[:,-1,:] + + + return newOpState +class BasicBlock(nn.Module): + expansion = 1 + + def __init__(self, in_planes, planes, stride=1): + super(BasicBlock, self).__init__() + self.conv1 = nn.Conv2d( + in_planes, planes, kernel_size=3, stride=stride, padding=1, bias=False) + self.bn1 = nn.BatchNorm2d(planes) + self.conv2 = nn.Conv2d(planes, planes, kernel_size=3, + stride=1, padding=1, bias=False) + self.bn2 = nn.BatchNorm2d(planes) + + self.shortcut = nn.Sequential() + if stride != 1 or in_planes != self.expansion*planes: + self.shortcut = nn.Sequential( + nn.Conv2d(in_planes, self.expansion*planes, + kernel_size=1, stride=stride, bias=False), + nn.BatchNorm2d(self.expansion*planes) + ) + + def forward(self, x): + out = F.relu(self.bn1(self.conv1(x))) + out = self.bn2(self.conv2(out)) + out += self.shortcut(x) + out = F.relu(out) + return out + + +class Bottleneck(nn.Module): + expansion = 4 + + def __init__(self, in_planes, planes, stride=1): + super(Bottleneck, self).__init__() + self.conv1 = nn.Conv2d(in_planes, planes, kernel_size=1, bias=False) + self.bn1 = nn.BatchNorm2d(planes) + self.conv2 = nn.Conv2d(planes, planes, kernel_size=3, + stride=stride, padding=1, bias=False) + self.bn2 = nn.BatchNorm2d(planes) + self.conv3 = nn.Conv2d(planes, self.expansion * + planes, kernel_size=1, bias=False) + self.bn3 = nn.BatchNorm2d(self.expansion*planes) + + self.shortcut = nn.Sequential() + if stride != 1 or in_planes != self.expansion*planes: + self.shortcut = nn.Sequential( + nn.Conv2d(in_planes, self.expansion*planes, + kernel_size=1, stride=stride, bias=False), + nn.BatchNorm2d(self.expansion*planes) + ) + + def forward(self, x): + out = F.relu(self.bn1(self.conv1(x))) + out = F.relu(self.bn2(self.conv2(out))) + out = self.bn3(self.conv3(out)) + out += self.shortcut(x) + out = F.relu(out) + return out + + +class ResNet(nn.Module): + def __init__(self, block, num_blocks, num_classes=600): + super(ResNet, self).__init__() + self.in_planes = 64 + + self.conv1 = nn.Conv2d(4, 64, kernel_size=3, + stride=1, padding=1, bias=False) + self.bn1 = nn.BatchNorm2d(64) + self.layer1 = self._make_layer(block, 64, num_blocks[0], stride=1) + self.layer2 = self._make_layer(block, 128, num_blocks[1], stride=2) + self.layer3 = self._make_layer(block, 256, num_blocks[2], stride=2) + self.layer4 = self._make_layer(block, 512, num_blocks[3], stride=2) + self.linear = nn.Linear(512*block.expansion, num_classes) + + def _make_layer(self, block, planes, num_blocks, stride): + strides = [stride] + [1]*(num_blocks-1) + layers = [] + for stride in strides: + layers.append(block(self.in_planes, planes, stride)) + self.in_planes = planes * block.expansion + return nn.Sequential(*layers) + + def forward(self, x): + out = F.relu(self.bn1(self.conv1(x))) + out = self.layer1(out) + out = self.layer2(out) + out = self.layer3(out) + out = self.layer4(out) + out = F.avg_pool2d(out, 4) + out = out.view(out.size(0), -1) + out = self.linear(out) + return out + + +def ResNet18(): + return ResNet(BasicBlock, [2, 2, 2, 2]) + + +def ResNet34(): + return ResNet(BasicBlock, [3, 4, 6, 3]) + + +def ResNet50(): + return ResNet(Bottleneck, [3, 4, 6, 3]) + + +def ResNet101(): + return ResNet(Bottleneck, [3, 4, 23, 3]) + + +def ResNet152(): + return ResNet(Bottleneck, [3, 8, 36, 3]) + + +def test(): + net = ResNet18() + y = net(torch.randn(1, 3, 32, 32)) + print(y.size()) + + +class resnet101(nn.Module): + def __init__(self, filter = 7): + super(resnet101, self).__init__() + self.image = timm.create_model('resnet101',num_classes=600) + self.image._modules['conv1'] = nn.Conv2d(4, 64, kernel_size=(7, 7), stride=(2, 2), padding=(3, 3), bias=False) + # print(self.image) + self.filter = filter + + def forward(self, x, labelState, labelRot): + Bs = x.shape[0] + ft = torch.reshape(self.image(x),(Bs,200,3)) + # print("lo.shape", lo.shape) + opState = torch.zeros_like(labelState) + yw = ft[:,:,2] + cosyaw = torch.cos(yw).unsqueeze(dim=2) #b*100*1 + sinyaw = torch.sin(yw).unsqueeze(dim=2) #b*100*1 + rotOutput = torch.cat((cosyaw,sinyaw), dim=2) #b*100*2 + opState[:,1:-1,:] = ft[:,1:-1,0:2] + opState[:,0,:] = labelState[:,0,:] + opState[:,-1,:] = labelState[:,-1,:] + # print("rotOutput.shape", rotOutput.shape) + # print("labelRot.shape", labelRot.shape) + rotOutput[:,0,:] = labelRot[:,0,:] + rotOutput[:,-1,:] = labelRot[:,-1,:] + if(self.filter >=3): + opState = filter(opState, self.filter) + rotOutput = filter(rotOutput, self.filter)#B*99*2 + rotOutput = torch.nn.functional.normalize(rotOutput, dim=2) + + + return opState, rotOutput + +class resnet50(nn.Module): + def __init__(self, filter = 7): + super(resnet50, self).__init__() + self.image = timm.create_model('resnet50',num_classes=600) + self.image._modules['conv1'] = nn.Conv2d(4, 64, kernel_size=(7, 7), stride=(2, 2), padding=(3, 3), bias=False) + # print(self.image) + self.filter = filter + + def forward(self, x, labelState, labelRot): + Bs = x.shape[0] + ft = torch.reshape(self.image(x),(Bs,200,3)) + # print("lo.shape", lo.shape) + opState = torch.zeros_like(labelState) + yw = ft[:,:,2] + cosyaw = torch.cos(yw).unsqueeze(dim=2) #b*100*1 + sinyaw = torch.sin(yw).unsqueeze(dim=2) #b*100*1 + rotOutput = torch.cat((cosyaw,sinyaw), dim=2) #b*100*2 + opState[:,1:-1,:] = ft[:,1:-1,0:2] + opState[:,0,:] = labelState[:,0,:] + opState[:,-1,:] = labelState[:,-1,:] + # print("rotOutput.shape", rotOutput.shape) + # print("labelRot.shape", labelRot.shape) + rotOutput[:,0,:] = labelRot[:,0,:] + rotOutput[:,-1,:] = labelRot[:,-1,:] + if(self.filter >=3): + opState = filter(opState, self.filter) + rotOutput = filter(rotOutput, self.filter)#B*99*2 + rotOutput = torch.nn.functional.normalize(rotOutput, dim=2) + + + return opState, rotOutput + +class resnet152(nn.Module): + def __init__(self, filter = 7): + super(resnet152, self).__init__() + self.image = timm.create_model('resnet152',num_classes=600) + self.image._modules['conv1'] = nn.Conv2d(4, 64, kernel_size=(7, 7), stride=(2, 2), padding=(3, 3), bias=False) + # print(self.image) + self.filter = filter + + def forward(self, x, labelState, labelRot): + Bs = x.shape[0] + ft = torch.reshape(self.image(x),(Bs,200,3)) + # print("lo.shape", lo.shape) + opState = torch.zeros_like(labelState) + yw = ft[:,:,2] + cosyaw = torch.cos(yw).unsqueeze(dim=2) #b*100*1 + sinyaw = torch.sin(yw).unsqueeze(dim=2) #b*100*1 + rotOutput = torch.cat((cosyaw,sinyaw), dim=2) #b*100*2 + opState[:,1:-1,:] = ft[:,1:-1,0:2] + opState[:,0,:] = labelState[:,0,:] + opState[:,-1,:] = labelState[:,-1,:] + # print("rotOutput.shape", rotOutput.shape) + # print("labelRot.shape", labelRot.shape) + rotOutput[:,0,:] = labelRot[:,0,:] + rotOutput[:,-1,:] = labelRot[:,-1,:] + if(self.filter >=3): + opState = filter(opState, self.filter) + rotOutput = filter(rotOutput, self.filter)#B*99*2 + rotOutput = torch.nn.functional.normalize(rotOutput, dim=2) + + + return opState, rotOutput + + + + + +# test() +if __name__ == "__main__": + # test() + pt = 200 + model = resnet152(pt_num=pt, filter=7).cuda().half() + totalt = 0.0 + count = 0 + model.eval() + # out = model(input) + input = torch.rand(1,4,200,200).cuda().half() + labelState = torch.rand(1,pt,2).cuda().half() + labelRot = torch.rand(1,pt,2).cuda().half() + anchors = torch.rand(1,pt,20,20).cuda().half() + with torch.no_grad(): + for i in range(100): + torch.cuda.synchronize() + start = time.time() + out = model(input, labelState, labelRot, anchors) + torch.cuda.synchronize() + end = time.time() + if i>=10: + totalt += 1000.0*(end-start) + count +=1 + print("model time: ", totalt / count, " ms") + + \ No newline at end of file diff --git a/deepPathPlan/PathNet/resshep.py b/deepPathPlan/PathNet/resshep.py new file mode 100755 index 0000000..2423d28 --- /dev/null +++ b/deepPathPlan/PathNet/resshep.py @@ -0,0 +1,69 @@ +import numpy as np +import reeds_shepp +import math +rho = 1 / 1.67 # turning radius +step_size = 0.1 +def geom2pix(pos, res=0.1, size=(200, 200)): + """ + Convert geometrical position to pixel co-ordinates. The origin + is assumed to be at [image_size[0]-1, 0]. + :param pos: The (x,y) geometric co-ordinates. + :param res: The distance represented by each pixel. + :param size: The size of the map image + :returns (int, int): The associated pixel co-ordinates. + """ + + return (int(np.floor((pos[0] + 10.0) / res)), int(np.floor((pos[1] + 10.0) / res))) +def pix2geom(grid, res=0.1, size=(200, 200)): + """ + Convert geometrical position to pixel co-ordinates. The origin + is assumed to be at [image_size[0]-1, 0]. + :param pos: The (x,y) geometric co-ordinates. + :param res: The distance represented by each pixel. + :param size: The size of the map image + :returns (int, int): The associated pixel co-ordinates. + """ + + return (np.float((grid[0]+0.5)*res-10.0), np.float((grid[1]+0.5)*res-10.0)) +def reedshep_process(opState, opRot, env): + #opState 100*2 env 200*200 + endPx = opState[-1,0] + endPy = opState[-1,1] + endCos = opRot[-1,0] + endSin = opRot[-1,1] + endYaw = math.atan2(endSin, endCos) + endQ = (endPx, endPy, endYaw) + for i in range(170,opState.shape[0]-1): + px = opState[i,0] + py = opState[i,1] + cos = opRot[i,0] + sin = opRot[i,1] + yaw = math.atan2(sin, cos) + q0 = (px, py, yaw) + qs = reeds_shepp.path_sample(q0, endQ, rho, step_size) + xs = [q[0] for q in qs] + ys = [q[1] for q in qs] + angles = [q[2] for q in qs] + collision = False + for j in range(len(xs)): + gridx = int((xs[j] + 10.0) / 0.1) + gridy = int((ys[j] + 10.0) / 0.1) + + if env[gridx][gridy] < 0.2: + collision = True + break + if(collision==False): + newOpState= np.zeros((i+len(xs),2)) + newOpRot= np.zeros((i+len(xs),2)) + newOpState[:i,:] = opState[:i,:] + newOpRot[:i,:] = opRot[:i,:] + for j in range(len(xs)): + rpx = xs[j] + rpy = ys[j] + ryaw = angles[j] + newOpState[i+j][0] = rpx + newOpState[i+j][1] = rpy + newOpRot[i+j][0] = math.cos(ryaw) + newOpRot[i+j][1] = math.sin(ryaw) + return newOpState, newOpRot + return opState, opRot \ No newline at end of file diff --git a/deepPathPlan/PathNet/train_ours.py b/deepPathPlan/PathNet/train_ours.py new file mode 100755 index 0000000..d1a19f5 --- /dev/null +++ b/deepPathPlan/PathNet/train_ours.py @@ -0,0 +1,273 @@ +import os +import argparse +import torch +import torch.nn as nn +import os +from data_loader import pDataset +from network import trajFCNet +from einops import rearrange +from tqdm import tqdm +from torch.utils.tensorboard import SummaryWriter +from torch.utils.data import DataLoader, random_split +from loss import NormalizeArcLoss,NonholoLoss,UniforArcLoss,CurvatureLoss,FullShapeCollisionLoss +from course import read_wei_course + +def test_net(mpnet, val_loader, output_logfile, wei_arc, smooLoss, wei_pos, mseLoss, wei_rot, + wei_hol, holoLoss, wei_uni, uniLoss,wei_cur,curLoss, wei_rsm,rotsLoss,wei_safety,safeLoss, + wei_anchors,crossentropyloss,compt_count): + mpnet.eval() + avg_loss=0 + avg_posloss = 0 + avg_rotloss = 0 + avg_arcloss = 0 + avg_holloss = 0 + avg_uniloss = 0 + avg_curloss = 0 + avg_safeloss = 0 + avg_rsmloss = 0 + avg_anchorsloss = 0 + step_num = 0 + for batch in val_loader: + with torch.no_grad(): + input = batch[0].cuda() + labelops = batch[2].cuda() + labelrot = batch[3].cuda() + anchors = batch[4].cuda() + + labelgrids= rearrange(anchors, 'b c h w-> b c (h w)') + labelgrids = rearrange(labelgrids, 'b c l-> (b c) l') + labelgrids = torch.argmax(labelgrids, dim=1) + + opState, opRot,prbmap, predicted_anchors = mpnet(input, labelops,labelrot, anchors) + + + + + arcloss = wei_arc * smooLoss(opState, labelops) + posloss = wei_pos * torch.sqrt(mseLoss(opState, labelops)) + rotloss = wei_rot * torch.sqrt(mseLoss(opRot, labelrot)) + holloss = wei_hol * holoLoss(opState,opRot[:,1:,:]) + unilos = wei_uni * uniLoss(opState,labelops) + curloss = wei_cur * curLoss(opState, opRot) + + rsmloss = wei_rsm * rotsLoss(opRot, labelrot) + safetyloss = wei_safety * safeLoss(opState, opRot, input) + + gridloss = wei_anchors * crossentropyloss(predicted_anchors,labelgrids) + + + loss = posloss + arcloss + holloss + unilos + rotloss + curloss + rsmloss + safetyloss+gridloss + avg_posloss = avg_posloss + posloss.item() + avg_arcloss = avg_arcloss + arcloss.item() + avg_holloss = avg_holloss + holloss.item() + avg_uniloss = avg_uniloss + unilos.item() + avg_rotloss = avg_rotloss + rotloss.item() + avg_curloss = avg_curloss + curloss.item() + avg_rsmloss = avg_rsmloss + rsmloss.item() + avg_safeloss = avg_safeloss + safetyloss.item() + avg_anchorsloss = avg_anchorsloss + gridloss.item() + avg_loss=avg_loss+loss.item() + step_num += 1 + + + output_logfile.write(f"--step: {compt_count}\n") + output_logfile.write(f"--average loss: {avg_loss/step_num}\n") + output_logfile.write(f"--average arcloss: {avg_arcloss/step_num}\n") + output_logfile.write(f"--average holloss: {avg_holloss/step_num}\n") + output_logfile.write(f"--average uniloss: {avg_uniloss/step_num}\n") + output_logfile.write(f"--average posloss: {avg_posloss/step_num}\n") + output_logfile.write(f"--average rotloss: {avg_rotloss/step_num}\n") + output_logfile.write(f"--average curloss: {avg_curloss/step_num}\n") + output_logfile.write(f"--average rsmloss: {avg_rsmloss/step_num}\n") + output_logfile.write(f"--average safeloss: {avg_safeloss/step_num}\n") + output_logfile.write(f"--average anchors: {avg_anchorsloss/step_num}\n") + +def main(args): + # Create model directory + if not os.path.exists(args.model_path): + os.makedirs(args.model_path) + + # 0. Build the models + mpnet = trajFCNet(4,200,7,l=1.2,use_groundTruth=False) + model_path='model.pkl' + # mpnet.load_state_dict(torch.load("./models/"+model_path)) + if torch.cuda.is_available(): + mpnet.cuda() + + # 1. Loss and Optimizer + mseLoss = nn.MSELoss() + smooLoss = NormalizeArcLoss() + rotsLoss = NormalizeArcLoss() + holoLoss = NonholoLoss() + uniLoss = UniforArcLoss() + curLoss = CurvatureLoss() + safeLoss = FullShapeCollisionLoss() + crossentropyloss=nn.CrossEntropyLoss() + optimizer = torch.optim.Adam(mpnet.parameters(), lr=args.learning_rate) + dataset = pDataset() + writer = SummaryWriter('./path/to/log') + # 2. Split into train / validation partitions + n_val = int(len(dataset) * 0.001) + n_train = len(dataset) - n_val + train_set, val_set = random_split(dataset, [n_train, n_val], generator=torch.Generator().manual_seed(1)) + # 3. Create data loaders + loader_args = dict(batch_size=args.batch_size, num_workers=8, pin_memory=True) + train_loader = DataLoader(train_set, shuffle=True, **loader_args) + val_loader = DataLoader(val_set, shuffle=False, drop_last=True, **loader_args) + # Train the Models + print("num_train:", n_train) + + + + step_count, compt_count = 0, 0 + wei_arc = torch.tensor(0.0) + wei_uni = torch.tensor(0.0) + wei_pos = torch.tensor(0.0) + wei_hol = torch.tensor(0.0) + wei_rot = torch.tensor(0.0) + wei_cur = torch.tensor(0.0) + wei_safety = torch.tensor(0.0) + wei_rsm = torch.tensor(0.0) + wei_anchors = torch.tensor(0.0) + + + + output_logfile = open("./models/"+model_path+'.txt', 'w') + output_logfile2 = open("./models/"+model_path+'Step.txt', 'w') + for epoch in range(0, args.num_epochs): + if(epoch < 2): + for param_group in optimizer.param_groups: + param_group['lr'] = 1.0e-4 + else: + for param_group in optimizer.param_groups: + param_group['lr'] = 1.0e-5 + print("epoch" + str(epoch) + ' lr: ' + str(optimizer.state_dict()['param_groups'][0]['lr'])) + output_logfile.write("epoch" + str(epoch) + ' lr: ' + str(optimizer.state_dict()['param_groups'][0]['lr'])+'\n') + wei_anchors, wei_arc, wei_uni, wei_pos, wei_hol, wei_rot, wei_cur, wei_safety, wei_rsm = read_wei_course(epoch) + print('wei_arc: ', wei_arc) + print('wei_uni: ', wei_uni) + print('wei_pos: ', wei_pos) + print('wei_hol: ', wei_hol) + print('wei_rot: ', wei_rot) + print('wei_cur: ', wei_cur) + print('wei_safety: ',wei_safety) + print('wei_rsm: ', wei_rsm) + print('wei aors: ', wei_anchors) + output_logfile.write('wei_arc: ' + str(wei_arc) + '\n') + output_logfile.write('wei_uni: ' + str(wei_uni) + '\n') + output_logfile.write('wei_pos: ' + str(wei_pos) + '\n') + output_logfile.write('wei_hol: ' + str(wei_hol) + '\n') + output_logfile.write('wei_rot: ' + str(wei_rot) + '\n') + output_logfile.write('wei_cur: ' + str(wei_cur) + '\n') + output_logfile.write('wei_safety: ' + str(wei_safety) + '\n') + output_logfile.write('wei_rsm: ' + str(wei_rsm) + '\n') + output_logfile.write('wei_aors: ' + str(wei_anchors) + '\n') + avg_loss=0 + avg_posloss = 0 + avg_rotloss = 0 + avg_arcloss = 0 + avg_holloss = 0 + avg_uniloss = 0 + avg_curloss = 0 + avg_safeloss = 0 + avg_rsmloss = 0 + avg_anchorsloss = 0.0 + step_num = 0 + mpnet.train() + + + with tqdm(total=n_train, desc=f'Epoch {epoch}/{args.num_epochs}', unit='data') as pbar: + for batch in train_loader: + mpnet.train() + input = batch[0].cuda() + raw_env = batch[1].cuda() + labelops = batch[2].cuda() + labelrot = batch[3].cuda() + anchors = batch[4].cuda() + labelgrids= rearrange(anchors, 'b c h w-> b c (h w)') + labelgrids = rearrange(labelgrids, 'b c l-> (b c) l') + labelgrids = torch.argmax(labelgrids, dim=1) + optimizer.zero_grad() + opState, opRot,prbmap, predicted_anchors = mpnet(input, labelops,labelrot, anchors) + + arcloss = wei_arc * smooLoss(opState, labelops) + posloss = wei_pos * torch.sqrt(mseLoss(opState, labelops)) + rotloss = wei_rot * torch.sqrt(mseLoss(opRot, labelrot)) + holloss = wei_hol * holoLoss(opState,opRot[:,1:,:]) + unilos = wei_uni * uniLoss(opState,labelops) + curloss = wei_cur * curLoss(opState, opRot) + rsmloss = wei_rsm * rotsLoss(opRot, labelrot) + safetyloss = wei_safety * safeLoss(opState, opRot, input) + + gridloss = wei_anchors * crossentropyloss(predicted_anchors,labelgrids) + loss = posloss + arcloss + holloss + unilos + rotloss + curloss + rsmloss + safetyloss+gridloss + avg_posloss = avg_posloss + posloss.item() + avg_arcloss = avg_arcloss + arcloss.item() + avg_holloss = avg_holloss + holloss.item() + avg_uniloss = avg_uniloss + unilos.item() + avg_rotloss = avg_rotloss + rotloss.item() + avg_curloss = avg_curloss + curloss.item() + avg_rsmloss = avg_rsmloss + rsmloss.item() + avg_safeloss = avg_safeloss + safetyloss.item() + avg_anchorsloss = avg_anchorsloss + gridloss.item() + avg_loss=avg_loss+loss.item() + step_num += 1 + loss.backward() + optimizer.step() + pbar.update(input.shape[0]) + pbar.set_postfix(**{'loss (batch)': loss.item()}) + writer.add_scalar('mseloss', loss.item(), step_count) + step_count += 1 + + if(epoch>=4): + compt_count+=1 + if compt_count%100 == 0: + test_net(mpnet, val_loader, output_logfile2, wei_arc, smooLoss, wei_pos, mseLoss, wei_rot, + wei_hol, holoLoss, wei_uni, uniLoss,wei_cur,curLoss, wei_rsm,rotsLoss,wei_safety,safeLoss, + wei_anchors,crossentropyloss,compt_count) + + + + + + + + + print ("--average loss: ", avg_loss/step_num) + print ("--average arcloss: ", avg_arcloss/step_num) + print ("--average holloss: ", avg_holloss/step_num) + print ("--average uniloss: ", avg_uniloss/step_num) + print ("--average posloss: ", avg_posloss/step_num) + print ("--average rotloss: ", avg_rotloss/step_num) + print ("--average curloss: ", avg_curloss/step_num) + print ("--average rsmloss: ", avg_rsmloss/step_num) + print ("--average safeoss: ", avg_safeloss/step_num) + print ("--average anchors: ", avg_anchorsloss/step_num) + + output_logfile.write('--average loss: ' + str(avg_loss/step_num) + '\n') + output_logfile.write('--average arcloss: ' + str(avg_arcloss/step_num) + '\n') + output_logfile.write('--average holloss: ' + str(avg_holloss/step_num) + '\n') + output_logfile.write('--average uniloss: ' + str(avg_uniloss/step_num) + '\n') + output_logfile.write('--average posloss: ' + str(avg_posloss/step_num) + '\n') + output_logfile.write('--average rotloss: ' + str(avg_rotloss/step_num) + '\n') + output_logfile.write('--average curloss: ' + str(avg_curloss/step_num) + '\n') + output_logfile.write('--average rsmloss: ' + str(avg_rsmloss/step_num) + '\n') + output_logfile.write('--average safeloss: ' + str(avg_safeloss/step_num) + '\n') + output_logfile.write('--average anchors: ' + str(avg_anchorsloss/step_num) + '\n') + + + torch.save(mpnet.state_dict(),os.path.join(args.model_path,model_path)) + +if __name__ == '__main__': + parser = argparse.ArgumentParser() + parser.add_argument('--model_path', type=str, default='./models/',help='path for saving trained models') + # Model parameters + parser.add_argument('--num_epochs', '-e', type=int, default=14) + parser.add_argument('--batch_size','-b', type=int, default=32) + parser.add_argument('--learning_rate','-l', type=float, default=1e-4) + args = parser.parse_args() + print(args) + main(args) + + + diff --git a/deepPathPlan/PathNet/train_resnet.py b/deepPathPlan/PathNet/train_resnet.py new file mode 100755 index 0000000..42fb200 --- /dev/null +++ b/deepPathPlan/PathNet/train_resnet.py @@ -0,0 +1,262 @@ +import os +import argparse +import torch +import torch.nn as nn +import os +from data_loader import pDataset +from einops import rearrange +from tqdm import tqdm +from torch.utils.tensorboard import SummaryWriter +from torch.utils.data import DataLoader, random_split +from loss import NormalizeArcLoss,NonholoLoss,UniforArcLoss,CurvatureLoss,FullShapeCollisionLoss +from course import read_wei_course +from resnet import resnet152 + +def test_net(mpnet, val_loader, output_logfile, wei_arc, smooLoss, wei_pos, mseLoss, wei_rot, + wei_hol, holoLoss, wei_uni, uniLoss,wei_cur,curLoss, wei_rsm,rotsLoss,wei_safety,safeLoss,compt_count): + mpnet.eval() + avg_loss=0 + avg_posloss = 0 + avg_rotloss = 0 + avg_arcloss = 0 + avg_holloss = 0 + avg_uniloss = 0 + avg_curloss = 0 + avg_safeloss = 0 + avg_rsmloss = 0 + step_num = 0 + + for batch in val_loader: + with torch.no_grad(): + input = batch[0].cuda() + raw_env = batch[1].cuda() + labelops = batch[2].cuda() + labelrot = batch[3].cuda() + + + opState, opRot = mpnet(input, labelops,labelrot) + + + + arcloss = wei_arc * smooLoss(opState, labelops) + posloss = wei_pos * torch.sqrt(mseLoss(opState, labelops)) + rotloss = wei_rot * torch.sqrt(mseLoss(opRot, labelrot)) + holloss = wei_hol * holoLoss(opState,opRot[:,1:,:]) + unilos = wei_uni * uniLoss(opState,labelops) + curloss = wei_cur * curLoss(opState, opRot) + + rsmloss = wei_rsm * rotsLoss(opRot, labelrot) + safetyloss = wei_safety * safeLoss(opState, opRot, input) + + + + loss = posloss + arcloss + holloss + unilos + rotloss + curloss + rsmloss + safetyloss + avg_posloss = avg_posloss + posloss.item() + avg_arcloss = avg_arcloss + arcloss.item() + avg_holloss = avg_holloss + holloss.item() + avg_uniloss = avg_uniloss + unilos.item() + avg_rotloss = avg_rotloss + rotloss.item() + avg_curloss = avg_curloss + curloss.item() + avg_rsmloss = avg_rsmloss + rsmloss.item() + avg_safeloss = avg_safeloss + safetyloss.item() + avg_loss=avg_loss+loss.item() + step_num += 1 + + + output_logfile.write(f"--step: {compt_count}\n") + output_logfile.write(f"--average loss: {avg_loss/step_num}\n") + output_logfile.write(f"--average arcloss: {avg_arcloss/step_num}\n") + output_logfile.write(f"--average holloss: {avg_holloss/step_num}\n") + output_logfile.write(f"--average uniloss: {avg_uniloss/step_num}\n") + output_logfile.write(f"--average posloss: {avg_posloss/step_num}\n") + output_logfile.write(f"--average rotloss: {avg_rotloss/step_num}\n") + output_logfile.write(f"--average curloss: {avg_curloss/step_num}\n") + output_logfile.write(f"--average rsmloss: {avg_rsmloss/step_num}\n") + output_logfile.write(f"--average safeloss: {avg_safeloss/step_num}\n") + +def main(args): + # Create model directory + if not os.path.exists(args.model_path): + os.makedirs(args.model_path) + + # 0. Build the models + mpnet = resnet152(7) + model_path='resnet152.pkl' + # mpnet.load_state_dict(torch.load("./models/"+model_path)) + if torch.cuda.is_available(): + mpnet.cuda() + + # 1. Loss and Optimizer + mseLoss = nn.MSELoss() + smooLoss = NormalizeArcLoss() + rotsLoss = NormalizeArcLoss() + holoLoss = NonholoLoss() + uniLoss = UniforArcLoss() + curLoss = CurvatureLoss() + safeLoss = FullShapeCollisionLoss() + optimizer = torch.optim.Adam(mpnet.parameters(), lr=args.learning_rate) + dataset = pDataset() + writer = SummaryWriter('./path/to/log') + # 2. Split into train / validation partitions + n_val = int(len(dataset) * 0.001) + n_train = len(dataset) - n_val + train_set, val_set = random_split(dataset, [n_train, n_val], generator=torch.Generator().manual_seed(1)) + # 3. Create data loaders + loader_args = dict(batch_size=args.batch_size, num_workers=8, pin_memory=True) + train_loader = DataLoader(train_set, shuffle=True, **loader_args) + val_loader = DataLoader(val_set, shuffle=False, drop_last=True, **loader_args) + # Train the Models + print(n_train) + + + + step_count, compt_count = 0, 0 + wei_arc = torch.tensor(0.0) + wei_uni = torch.tensor(0.0) + wei_pos = torch.tensor(0.0) + wei_hol = torch.tensor(0.0) + wei_rot = torch.tensor(0.0) + wei_cur = torch.tensor(0.0) + wei_safety = torch.tensor(0.0) + wei_rsm = torch.tensor(0.0) + + + + output_logfile = open("./models/"+model_path+'.txt', 'w') + output_logfile2 = open("./models/"+model_path+'Step.txt', 'w') + for epoch in range(0, args.num_epochs): + if(epoch < 2): + for param_group in optimizer.param_groups: + param_group['lr'] = 1.0e-4 + else: + for param_group in optimizer.param_groups: + param_group['lr'] = 1.0e-5 + print("epoch" + str(epoch) + ' lr: ' + str(optimizer.state_dict()['param_groups'][0]['lr'])) + output_logfile.write("epoch" + str(epoch) + ' lr: ' + str(optimizer.state_dict()['param_groups'][0]['lr'])+'\n') + _, wei_arc, wei_uni, wei_pos, wei_hol, wei_rot, wei_cur, wei_safety, wei_rsm = read_wei_course(epoch) + + + + + + + + + print('wei_arc: ', wei_arc) + print('wei_uni: ', wei_uni) + print('wei_pos: ', wei_pos) + print('wei_hol: ', wei_hol) + print('wei_rot: ', wei_rot) + print('wei_cur: ', wei_cur) + print('wei_safety: ',wei_safety) + print('wei_rsm: ', wei_rsm) + output_logfile.write('wei_arc: ' + str(wei_arc) + '\n') + output_logfile.write('wei_uni: ' + str(wei_uni) + '\n') + output_logfile.write('wei_pos: ' + str(wei_pos) + '\n') + output_logfile.write('wei_hol: ' + str(wei_hol) + '\n') + output_logfile.write('wei_rot: ' + str(wei_rot) + '\n') + output_logfile.write('wei_cur: ' + str(wei_cur) + '\n') + output_logfile.write('wei_safety: ' + str(wei_safety) + '\n') + output_logfile.write('wei_rsm: ' + str(wei_rsm) + '\n') + + + avg_loss=0 + avg_posloss = 0 + avg_rotloss = 0 + avg_arcloss = 0 + avg_holloss = 0 + avg_uniloss = 0 + avg_curloss = 0 + avg_safeloss = 0 + avg_rsmloss = 0 + step_num = 0 + mpnet.train() + + + with tqdm(total=n_train, desc=f'Epoch {epoch}/{args.num_epochs}', unit='data') as pbar: + for batch in train_loader: + mpnet.train() + input = batch[0].cuda() + raw_env = batch[1].cuda() + labelops = batch[2].cuda() + labelrot = batch[3].cuda() + + optimizer.zero_grad() + opState, opRot= mpnet(input, labelops,labelrot) + + + + + arcloss = wei_arc * smooLoss(opState, labelops) + posloss = wei_pos * torch.sqrt(mseLoss(opState, labelops)) + rotloss = wei_rot * torch.sqrt(mseLoss(opRot, labelrot)) + holloss = wei_hol * holoLoss(opState,opRot[:,1:,:]) + unilos = wei_uni * uniLoss(opState,labelops) + curloss = wei_cur * curLoss(opState, opRot) + + rsmloss = wei_rsm * rotsLoss(opRot, labelrot) + safetyloss = wei_safety * safeLoss(opState, opRot, input) + + + + loss = posloss + arcloss + holloss + unilos + rotloss + curloss + rsmloss + safetyloss + avg_posloss = avg_posloss + posloss.item() + avg_arcloss = avg_arcloss + arcloss.item() + avg_holloss = avg_holloss + holloss.item() + avg_uniloss = avg_uniloss + unilos.item() + avg_rotloss = avg_rotloss + rotloss.item() + avg_curloss = avg_curloss + curloss.item() + avg_rsmloss = avg_rsmloss + rsmloss.item() + avg_safeloss = avg_safeloss + safetyloss.item() + avg_loss=avg_loss+loss.item() + + + step_num += 1 + loss.backward() + + optimizer.step() + pbar.update(input.shape[0]) + pbar.set_postfix(**{'loss (batch)': loss.item()}) + writer.add_scalar('mseloss', loss.item(), step_count) + step_count += 1 + if(epoch>=4): + compt_count+=1 + if compt_count%100 == 0: + test_net(mpnet, val_loader, output_logfile2, wei_arc, smooLoss, wei_pos, mseLoss, wei_rot, + wei_hol, holoLoss, wei_uni, uniLoss,wei_cur,curLoss, wei_rsm,rotsLoss,wei_safety,safeLoss,compt_count) + print ("--average loss: ", avg_loss/step_num) + print ("--average arcloss: ", avg_arcloss/step_num) + print ("--average holloss: ", avg_holloss/step_num) + print ("--average uniloss: ", avg_uniloss/step_num) + print ("--average posloss: ", avg_posloss/step_num) + print ("--average rotloss: ", avg_rotloss/step_num) + print ("--average curloss: ", avg_curloss/step_num) + print ("--average rsmloss: ", avg_rsmloss/step_num) + print ("--average safeoss: ", avg_safeloss/step_num) + + output_logfile.write('--average loss: ' + str(avg_loss/step_num) + '\n') + output_logfile.write('--average arcloss: ' + str(avg_arcloss/step_num) + '\n') + output_logfile.write('--average holloss: ' + str(avg_holloss/step_num) + '\n') + output_logfile.write('--average uniloss: ' + str(avg_uniloss/step_num) + '\n') + output_logfile.write('--average posloss: ' + str(avg_posloss/step_num) + '\n') + output_logfile.write('--average rotloss: ' + str(avg_rotloss/step_num) + '\n') + output_logfile.write('--average curloss: ' + str(avg_curloss/step_num) + '\n') + output_logfile.write('--average rsmloss: ' + str(avg_rsmloss/step_num) + '\n') + output_logfile.write('--average safeloss: ' + str(avg_safeloss/step_num) + '\n') + + + torch.save(mpnet.state_dict (),os.path.join(args.model_path,model_path)) + +if __name__ == '__main__': + parser = argparse.ArgumentParser() + parser.add_argument('--model_path', type=str, default='./models/',help='path for saving trained models') + # Model parameters + parser.add_argument('--num_epochs', '-e', type=int, default=14) + parser.add_argument('--batch_size','-b', type=int, default=64) + parser.add_argument('--learning_rate','-l', type=float, default=1e-5) + args = parser.parse_args() + print(args) + main(args) + + + diff --git a/deepPathPlan/PathNet/visualizer_tojit.py b/deepPathPlan/PathNet/visualizer_tojit.py new file mode 100755 index 0000000..0e3f10d --- /dev/null +++ b/deepPathPlan/PathNet/visualizer_tojit.py @@ -0,0 +1,136 @@ +import matplotlib.pyplot as plt +import numpy as np +import argparse +import torch +from resshep import reedshep_process +import numpy as np +from network import trajFCNet +from data_loader import geom2pix,get_encoder_input,geom2pix +import cv2 +import os + + + +def main(args): + + + + mpnet = trajFCNet(4,200,7,l=1.2,use_groundTruth=False) + model_path='model.pkl' + mpnet.load_state_dict(torch.load("./models/"+model_path)) + + if torch.cuda.is_available(): + mpnet.cuda() + + + mpnet.eval() + + current_dir = os.path.dirname(os.path.abspath(__file__)) + filepath = os.path.join(os.path.dirname(os.path.dirname(current_dir)), "totalData/ruins1") + for eidx in range(29000,30001): + if(not os.path.exists(filepath+'/e'+str(eidx)+'/path1.dat')): + continue + temp=np.fromfile(filepath+'/obcs/obc'+str(eidx)+'.dat') + env=temp.reshape(15000,2) + path = np.fromfile(filepath+'/e'+str(eidx)+'/path1.dat') + + plt.figure(figsize=(19.2, 10.8)) + + plt.scatter(env[:,0], env[:,1], c='black', marker='o', label="ground truth") + ax = plt.gca() + + + raw_path = np.zeros([200,2], float) + raw_theta = np.zeros(200, float) + raw_t = np.zeros(200, float) + raw_v = np.zeros(200, float) + raw_c = np.zeros(200, float) + + + for j in range(200): + raw_t[j] = path[10+j*6] + raw_path[j,0] = path[10+j*6+1] + raw_path[j,1] = path[10+j*6+2] + raw_theta[j] = path[10+j*6+3] + raw_v[j] = path[10+j*6+4] + raw_c[j] = path[10+j*6+5] + # plt.quiver(raw_path[:,0], raw_path[:,1], 0.1 * np.cos(raw_theta), 0.1*np.sin(raw_theta),color='b',width=0.001, scale=5.0) + plt.scatter(raw_path[:,0], raw_path[:,1], c='blue', marker='o',s=5, label="ground truth") + # plt.plot(raw_path[:,0], raw_path[:,1],color='blue', marker='o', linestyle=':', linewidth=2, markersize=1) + + fs = cv2.FileStorage(filepath+'/esdfmaps/'+str(eidx)+'.xml', cv2.FILE_STORAGE_READ) + fn = fs.getNode("instance") + image = fn.mat() + raw_env = image#H*W + raw_env = np.expand_dims(raw_env, 0)#H*W + raw_env = np.where(raw_env > 0.2, 1, 0) + # #free is 1, obs = 0 + path = np.fromfile(filepath+'/e'+str(eidx)+'/path1.dat') + input = path[:10].reshape(2,5) + label = path[10:].reshape(200, 6) + env = np.expand_dims(image, 0)#H*W + + + goalpos = geom2pix(input[1][0:2]) + startpos = geom2pix(input[0][0:2]) + data = get_encoder_input(env, goalpos, input[1][2], startpos, input[0][2]) + + label_opDir = np.zeros((200,2)) + label_opDir[:,0] = -np.sin(label[:, 3]) + label_opDir[:,1] = np.cos(label[:, 3]) + label_opState = label[:, 1:3] + label_Rot = np.zeros((200,2)) + label_Rot[:,0] = np.cos(label[:, 3]) + label_Rot[:,1] = np.sin(label[:, 3]) + + label_grid = np.floor((label_opState+10.0)/1.0).astype(int)#200*2 + labelanchors = np.zeros((200,20,20)) + index = [i for i in range(200)] + labelanchors[index, label_grid[:,0], label_grid[:,1]] = 1 + + data = torch.as_tensor(data.copy()).float().unsqueeze(0).contiguous().cuda() + label_opState = torch.as_tensor(label_opState.copy()).float().contiguous().unsqueeze(0).cuda() + label_Rot = torch.as_tensor(label_Rot.copy()).float().unsqueeze(0).contiguous().cuda() + labelanchors = torch.as_tensor(labelanchors.copy()).float().unsqueeze(0).contiguous().cuda() + + + #save model + mpnet.half() + data = data.half() + label_opState = label_opState.half() + label_Rot = label_Rot.half() + labelanchors = labelanchors.half() + opState, opRot,anchors,_= mpnet(data, label_opState,label_Rot, labelanchors) + CAB_traced_script_module = torch.jit.trace(mpnet, (data, label_opState,label_Rot, labelanchors)) + CAB_traced_script_module.save("./models/model.pt") + + + + + opState=opState.data.cpu().numpy()[0] + opRot = opRot.data.cpu().numpy()[0] + env = env[0] + opState, opRot = reedshep_process(opState, opRot, env) + + + + + + for i in range(opState.shape[0]): + plt.arrow(opState[i,0], opState[i,1],0.05*opRot[i,0] ,0.05*opRot[i,1], width=0.001, color='red') + plt.plot(opState[:,0], opState[:,1],color='green', marker='o', linestyle=':', linewidth=2, markersize=1) + plt.scatter(opState[:,0], opState[:,1], c='red', marker='o',s=5, label="planner") + + plt.xlim((-11, 11)) + plt.ylim((-11, 11)) + + plt.show() + plt.close() + + +if __name__ == '__main__': + parser = argparse.ArgumentParser() + parser.add_argument('--path_file','-p', type=str, default='./data/freeEnv/path1002.dat') + args = parser.parse_args() + print(args) + main(args) \ No newline at end of file diff --git a/deepPathPlan/models/model.pkl.txt b/deepPathPlan/models/model.pkl.txt new file mode 100644 index 0000000..bc76d12 --- /dev/null +++ b/deepPathPlan/models/model.pkl.txt @@ -0,0 +1,280 @@ +epoch0 lr: 0.0001 +wei_arc: tensor(0.) +wei_uni: tensor(0.) +wei_pos: tensor(5.) +wei_hol: tensor(0.) +wei_rot: tensor(5.) +wei_cur: tensor(0.) +wei_safety: tensor(0.) +wei_rsm: tensor(0.) +wei_aors: tensor(1.) +--average loss: 8.06198415877395 +--average arcloss: 0.0 +--average holloss: 0.0 +--average uniloss: 0.0 +--average posloss: 4.5134706898332615 +--average rotloss: 1.5049493015374618 +--average curloss: 0.0 +--average rsmloss: 0.0 +--average safeloss: 0.0 +--average anchors: 2.043564165656325 +epoch1 lr: 0.0001 +wei_arc: tensor(0.0500) +wei_uni: tensor(10.) +wei_pos: tensor(5.) +wei_hol: tensor(10.) +wei_rot: tensor(5.) +wei_cur: tensor(0.) +wei_safety: tensor(0.) +wei_rsm: tensor(0.) +wei_aors: tensor(1.) +--average loss: 5.019177352205206 +--average arcloss: 0.0038839441434178044 +--average holloss: 0.05458394393475797 +--average uniloss: 0.010759122569141613 +--average posloss: 2.6638446151785975 +--average rotloss: 1.0360660213038153 +--average curloss: 0.0 +--average rsmloss: 0.0 +--average safeloss: 0.0 +--average anchors: 1.2500397054523207 +epoch2 lr: 1e-05 +wei_arc: tensor(0.5000) +wei_uni: tensor(100.) +wei_pos: tensor(5.) +wei_hol: tensor(100.) +wei_rot: tensor(5.) +wei_cur: tensor(5.) +wei_safety: tensor(0.) +wei_rsm: tensor(0.5000) +wei_aors: tensor(1.) +--average loss: 4.68895891328937 +--average arcloss: 0.008183894988604497 +--average holloss: 0.13029613115596253 +--average uniloss: 0.08588701316743295 +--average posloss: 1.8579194024380217 +--average rotloss: 0.9269288579124396 +--average curloss: 0.012219247905045872 +--average rsmloss: 0.7044051234239879 +--average safeloss: 0.0 +--average anchors: 0.9631192421936906 +epoch3 lr: 1e-05 +wei_arc: tensor(0.5000) +wei_uni: tensor(100.) +wei_pos: tensor(5.) +wei_hol: tensor(200.) +wei_rot: tensor(5.) +wei_cur: tensor(500.) +wei_safety: tensor(0.) +wei_rsm: tensor(0.2500) +wei_aors: tensor(1.) +--average loss: 4.745125634601187 +--average arcloss: 0.026877454563553654 +--average holloss: 0.18418890316184103 +--average uniloss: 0.10297594526055419 +--average posloss: 1.884187303124454 +--average rotloss: 0.9198017363007683 +--average curloss: 0.3988196368315505 +--average rsmloss: 0.25973377930722596 +--average safeloss: 0.0 +--average anchors: 0.9685408772915417 +epoch4 lr: 1e-05 +wei_arc: tensor(0.5000) +wei_uni: tensor(100.) +wei_pos: tensor(5.) +wei_hol: tensor(500.) +wei_rot: tensor(5.) +wei_cur: tensor(500.) +wei_safety: tensor(500.) +wei_rsm: tensor(0.5000) +wei_aors: tensor(1.) +--average loss: 19.731002670851915 +--average arcloss: 0.20979579106313714 +--average holloss: 1.5253499871130065 +--average uniloss: 0.15299846975775713 +--average posloss: 3.273296459084839 +--average rotloss: 1.174490636924856 +--average curloss: 0.9095049503192606 +--average rsmloss: 1.3547295072078238 +--average safeloss: 9.375466897855645 +--average anchors: 1.755369973167617 +epoch5 lr: 1e-05 +wei_arc: tensor(0.5000) +wei_uni: tensor(100.) +wei_pos: tensor(5.) +wei_hol: tensor(500.) +wei_rot: tensor(5.) +wei_cur: tensor(500.) +wei_safety: tensor(500.) +wei_rsm: tensor(0.5000) +wei_aors: tensor(1.) +--average loss: 17.35771486355118 +--average arcloss: 0.24915402417057045 +--average holloss: 1.4544789069733575 +--average uniloss: 0.16270333445734447 +--average posloss: 3.7460585601266674 +--average rotloss: 1.2475770550933594 +--average curloss: 0.8845004071528924 +--average rsmloss: 1.265900521613464 +--average safeloss: 6.43820409340887 +--average anchors: 1.909137958277162 +epoch6 lr: 1e-05 +wei_arc: tensor(0.5000) +wei_uni: tensor(100.) +wei_pos: tensor(5.) +wei_hol: tensor(500.) +wei_rot: tensor(5.) +wei_cur: tensor(500.) +wei_safety: tensor(500.) +wei_rsm: tensor(0.5000) +wei_aors: tensor(1.) +--average loss: 17.764582541745977 +--average arcloss: 0.25872511512643176 +--average holloss: 1.4364092676743947 +--average uniloss: 0.1724707286891623 +--average posloss: 4.201128017491688 +--average rotloss: 1.3279298406702333 +--average curloss: 0.8454181791530256 +--average rsmloss: 1.226171281884782 +--average safeloss: 6.226113324041587 +--average anchors: 2.0702167910009495 +epoch7 lr: 1e-05 +wei_arc: tensor(0.5000) +wei_uni: tensor(100.) +wei_pos: tensor(5.) +wei_hol: tensor(500.) +wei_rot: tensor(5.) +wei_cur: tensor(500.) +wei_safety: tensor(500.) +wei_rsm: tensor(0.5000) +wei_aors: tensor(1.) +--average loss: 15.785695028971995 +--average arcloss: 0.2375121480664727 +--average holloss: 1.2241923052933459 +--average uniloss: 0.16861708735277775 +--average posloss: 3.8096637190050124 +--average rotloss: 1.2856888858784017 +--average curloss: 0.8123444865545019 +--average rsmloss: 1.1663268719570383 +--average safeloss: 5.160833306864611 +--average anchors: 1.9205162199513073 +epoch8 lr: 1e-05 +wei_arc: tensor(0.5000) +wei_uni: tensor(100.) +wei_pos: tensor(5.) +wei_hol: tensor(500.) +wei_rot: tensor(5.) +wei_cur: tensor(500.) +wei_safety: tensor(500.) +wei_rsm: tensor(0.5000) +wei_aors: tensor(1.) +--average loss: 15.425916258546668 +--average arcloss: 0.22056228557643467 +--average holloss: 1.132496457373267 +--average uniloss: 0.17018246243297694 +--average posloss: 3.880802043723639 +--average rotloss: 1.3023101880088956 +--average curloss: 0.7612168637050438 +--average rsmloss: 1.1109563653564885 +--average safeloss: 4.892489986450564 +--average anchors: 1.9548996071075917 +epoch9 lr: 1e-05 +wei_arc: tensor(0.5000) +wei_uni: tensor(100.) +wei_pos: tensor(5.) +wei_hol: tensor(500.) +wei_rot: tensor(5.) +wei_cur: tensor(500.) +wei_safety: tensor(500.) +wei_rsm: tensor(0.5000) +wei_aors: tensor(1.) +--average loss: 14.73867193576967 +--average arcloss: 0.2298927892499185 +--average holloss: 1.0485475392665728 +--average uniloss: 0.16941489148385178 +--average posloss: 3.8030924390932785 +--average rotloss: 1.295587372976916 +--average curloss: 0.7343074503939482 +--average rsmloss: 1.085112362489114 +--average safeloss: 4.461452936496554 +--average anchors: 1.9112641553122238 +epoch10 lr: 1e-05 +wei_arc: tensor(0.5000) +wei_uni: tensor(100.) +wei_pos: tensor(5.) +wei_hol: tensor(500.) +wei_rot: tensor(5.) +wei_cur: tensor(500.) +wei_safety: tensor(500.) +wei_rsm: tensor(0.5000) +wei_aors: tensor(1.) +--average loss: 14.350036520212603 +--average arcloss: 0.24931309405859187 +--average holloss: 1.0164944709404795 +--average uniloss: 0.17092974116608498 +--average posloss: 3.7293495974198585 +--average rotloss: 1.2872617204054895 +--average curloss: 0.6995111909340379 +--average rsmloss: 1.0526712644850285 +--average safeloss: 4.251338293904919 +--average anchors: 1.8931671491686801 +epoch11 lr: 1e-05 +wei_arc: tensor(0.5000) +wei_uni: tensor(100.) +wei_pos: tensor(5.) +wei_hol: tensor(500.) +wei_rot: tensor(5.) +wei_cur: tensor(500.) +wei_safety: tensor(500.) +wei_rsm: tensor(0.5000) +wei_aors: tensor(1.) +--average loss: 14.183135204845005 +--average arcloss: 0.2666033199641007 +--average holloss: 0.9918856180740813 +--average uniloss: 0.17218418529271629 +--average posloss: 3.803230342014174 +--average rotloss: 1.2902717933210412 +--average curloss: 0.6645574028382917 +--average rsmloss: 1.032610342568397 +--average safeloss: 4.078076377394617 +--average anchors: 1.8837158215861363 +epoch12 lr: 1e-05 +wei_arc: tensor(0.5000) +wei_uni: tensor(100.) +wei_pos: tensor(5.) +wei_hol: tensor(500.) +wei_rot: tensor(5.) +wei_cur: tensor(500.) +wei_safety: tensor(500.) +wei_rsm: tensor(0.5000) +wei_aors: tensor(1.) +--average loss: 14.16942340013811 +--average arcloss: 0.2577934196032968 +--average holloss: 0.9688295220033568 +--average uniloss: 0.1727902776355446 +--average posloss: 3.8484853654346804 +--average rotloss: 1.2992724725367106 +--average curloss: 0.6492055289991424 +--average rsmloss: 0.9965988802249274 +--average safeloss: 4.0513577184188625 +--average anchors: 1.9250902141703516 +epoch13 lr: 1e-05 +wei_arc: tensor(0.5000) +wei_uni: tensor(100.) +wei_pos: tensor(5.) +wei_hol: tensor(500.) +wei_rot: tensor(5.) +wei_cur: tensor(500.) +wei_safety: tensor(500.) +wei_rsm: tensor(0.5000) +wei_aors: tensor(1.) +--average loss: 14.366591612820406 +--average arcloss: 0.2929780938732128 +--average holloss: 0.9725297783308605 +--average uniloss: 0.1773672202894107 +--average posloss: 3.9593081795852783 +--average rotloss: 1.3238227908304048 +--average curloss: 0.6377065901636771 +--average rsmloss: 0.993676309513786 +--average safeloss: 4.036436664704354 +--average anchors: 1.9727659895225933 diff --git a/deepPathPlan/models/model.pklStep.txt 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diff --git a/deepPathPlan/requirements.txt b/deepPathPlan/requirements.txt new file mode 100755 index 0000000..3c005dd --- /dev/null +++ b/deepPathPlan/requirements.txt @@ -0,0 +1,13 @@ +einops==0.8.1 +Markdown==3.7 +matplotlib==3.7.5 +numpy==1.24.4 +opencv-python==4.10.0.84 +pillow==10.4.0 +reeds_shepp==1.0.7 +timm==1.0.16 +torch==2.0.1 +torchaudio==2.0.2 +torchvision==0.15.2 +tqdm==4.66.4 +tensorboard==2.14.0