diff --git a/README.md b/README.md
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new mode 100755
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--- 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
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@@ -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 = nn.Linear(d_in, d_hid) # position-wise
+ self.w_2 = nn.Linear(d_hid, d_in) # position-wise
+ self.layer_norm = nn.LayerNorm(d_in, eps=1e-6)
+
+ def forward(self, x):
+ '''
+ Callback function.
+ :param x: The input to the function.
+ :returns torch.array: An output of the same dimension as the input.
+ '''
+ residual = x
+
+ x = self.w_2(F.relu(self.w_1(x)))
+ x += residual
+
+ x = self.layer_norm(x)
+
+ return x
\ No newline at end of file
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diff --git a/deepPathPlan/PathNet/course.py b/deepPathPlan/PathNet/course.py
new file mode 100755
index 0000000..e789e59
--- /dev/null
+++ b/deepPathPlan/PathNet/course.py
@@ -0,0 +1,53 @@
+import torch
+def read_wei_course(epoch):
+ if(epoch >=0):
+ wei_anchors = torch.tensor(1.0)
+ wei_arc = torch.tensor(0.0)
+ wei_uni = torch.tensor(0.0)
+ wei_pos = torch.tensor(5.0)
+ wei_hol = torch.tensor(0.0)
+ 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 >=1):
+ wei_anchors = 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 b/deepPathPlan/models/model.pklStep.txt
new file mode 100644
index 0000000..1c4284a
--- /dev/null
+++ b/deepPathPlan/models/model.pklStep.txt
@@ -0,0 +1,61809 @@
+--step: 100
+--average loss: 44.53960827418736
+--average arcloss: 0.13475512447101728
+--average holloss: 1.9030272651995932
+--average uniloss: 0.12704714853316545
+--average posloss: 2.352033723677908
+--average rotloss: 0.9949508490306991
+--average curloss: 0.8376690005617482
+--average rsmloss: 1.1990866767508643
+--average safeloss: 35.646176610674175
+--average anchors: 1.3448618714298521
+--step: 200
+--average loss: 41.28114778654916
+--average arcloss: 0.15366320657942975
+--average holloss: 2.433039482150759
+--average uniloss: 0.13558199336486204
+--average posloss: 2.6243105275290355
+--average rotloss: 1.074933998286724
+--average curloss: 0.7981245554983616
+--average rsmloss: 1.372710115143231
+--average safeloss: 31.13992462839399
+--average anchors: 1.548859110900334
+--step: 300
+--average loss: 36.12194456372942
+--average arcloss: 0.16098716788526093
+--average holloss: 2.014047405549458
+--average uniloss: 0.13858469016849995
+--average posloss: 2.476875283888408
+--average rotloss: 1.0535619695271765
+--average curloss: 0.8086147547832557
+--average rsmloss: 1.380010187625885
+--average safeloss: 26.577032446861267
+--average anchors: 1.5122305431536265
+--step: 400
+--average loss: 35.71637494223459
+--average arcloss: 0.18541221427065985
+--average holloss: 2.0966973262173787
+--average uniloss: 0.13889764714986086
+--average posloss: 2.563035092183522
+--average rotloss: 1.0664255150726862
+--average curloss: 0.8630020692944527
+--average rsmloss: 1.4326943031379156
+--average safeloss: 25.83212779249464
+--average anchors: 1.5380833745002747
+--step: 500
+--average loss: 33.284882170813425
+--average arcloss: 0.17255684134683438
+--average holloss: 1.9200498089194298
+--average uniloss: 0.13779834511556796
+--average posloss: 2.486123796020235
+--average rotloss: 1.0414579255240304
+--average curloss: 0.8121804169246128
+--average rsmloss: 1.379140162042209
+--average safeloss: 23.830310327666147
+--average anchors: 1.5052647079740251
+--step: 600
+--average loss: 32.817850828170776
+--average arcloss: 0.18139397605721438
+--average holloss: 1.9278937833649772
+--average uniloss: 0.137710144211139
+--average posloss: 2.39823249408177
+--average rotloss: 1.031082418348108
+--average curloss: 0.8060318604111671
+--average rsmloss: 1.3994370443480355
+--average safeloss: 23.474293334143503
+--average anchors: 1.4617760138852256
+--step: 700
+--average loss: 33.78601942743574
+--average arcloss: 0.17602043013487542
+--average holloss: 2.113086849451065
+--average uniloss: 0.13966331391462258
+--average posloss: 2.460936467562403
+--average rotloss: 1.0474721470049448
+--average curloss: 0.8034338094294071
+--average rsmloss: 1.4133172695125853
+--average safeloss: 24.151467936379568
+--average anchors: 1.4806211122444697
+--step: 800
+--average loss: 31.93306016921997
+--average arcloss: 0.17288008398775542
+--average holloss: 2.070594308631761
+--average uniloss: 0.14199619979730674
+--average posloss: 2.5940248050859998
+--average rotloss: 1.0693319152508463
+--average curloss: 0.8724960046155112
+--average rsmloss: 1.4501233654362815
+--average safeloss: 22.019047294344222
+--average anchors: 1.542566112109593
+--step: 900
+--average loss: 32.48320010730198
+--average arcloss: 0.18890249715851887
+--average holloss: 1.9933027369635445
+--average uniloss: 0.1419291142374277
+--average posloss: 2.6446534182344164
+--average rotloss: 1.0739515934671675
+--average curloss: 0.8406400733760425
+--average rsmloss: 1.441639482975006
+--average safeloss: 22.650091614042008
+--average anchors: 1.508089350802558
+--step: 1000
+--average loss: 31.970982449395315
+--average arcloss: 0.18468421098909207
+--average holloss: 2.060347061072077
+--average uniloss: 0.14150591926383121
+--average posloss: 2.5997174893106734
+--average rotloss: 1.0643211592520987
+--average curloss: 0.8607042543590069
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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
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+torchaudio==2.0.2
+torchvision==0.15.2
+tqdm==4.66.4
+tensorboard==2.14.0