From 7caa5305c39997b768d2735c2844a7712dc309f1 Mon Sep 17 00:00:00 2001 From: Pratul-Saini Date: Mon, 30 Mar 2026 01:07:48 -0700 Subject: [PATCH 01/15] first submission: refactor some constants and data, add initialization step based on macro affinity, move computation to GPU, add overlap loss, add cosine annealing on learning rate --- constants.py | 16 +++ data.py | 22 ++++ initialization.py | 299 ++++++++++++++++++++++++++++++++++++++++++++ output-seeded-1.txt | Bin 0 -> 6684 bytes placement.py | 259 ++++++++++++++------------------------ test.py | 5 +- 6 files changed, 434 insertions(+), 167 deletions(-) create mode 100644 constants.py create mode 100644 data.py create mode 100644 initialization.py create mode 100644 output-seeded-1.txt diff --git a/constants.py b/constants.py new file mode 100644 index 0000000..de37feb --- /dev/null +++ b/constants.py @@ -0,0 +1,16 @@ +# Configuration constants +# Macro parameters +MIN_MACRO_AREA = 100.0 +MAX_MACRO_AREA = 10000.0 + +# Standard cell parameters (areas can be 1, 2, or 3) +STANDARD_CELL_AREAS = [1.0, 2.0, 3.0] +STANDARD_CELL_HEIGHT = 1.0 + +# Pin count parameters +MIN_STANDARD_CELL_PINS = 3 +MAX_STANDARD_CELL_PINS = 6 + +# Placement parameters +CELL_SPACING = 1e-3 # Small spacing to prevent zero-area cells and ensure legal placement +MAX_ROW_WIDTH = 120.0 # Maximum width of a placement row (for initial spread) diff --git a/data.py b/data.py new file mode 100644 index 0000000..d7947d3 --- /dev/null +++ b/data.py @@ -0,0 +1,22 @@ +from enum import IntEnum + +# Feature index enums for cleaner code access +class CellFeatureIdx(IntEnum): + """Indices for cell feature tensor columns.""" + AREA = 0 + NUM_PINS = 1 + X = 2 + Y = 3 + WIDTH = 4 + HEIGHT = 5 + + +class PinFeatureIdx(IntEnum): + """Indices for pin feature tensor columns.""" + CELL_IDX = 0 + PIN_X = 1 # Relative to cell corner + PIN_Y = 2 # Relative to cell corner + X = 3 # Absolute position + Y = 4 # Absolute position + WIDTH = 5 + HEIGHT = 6 \ No newline at end of file diff --git a/initialization.py b/initialization.py new file mode 100644 index 0000000..2c2b8b8 --- /dev/null +++ b/initialization.py @@ -0,0 +1,299 @@ +from collections import deque +import torch + +from data import PinFeatureIdx, CellFeatureIdx +from constants import MIN_MACRO_AREA, CELL_SPACING, MAX_ROW_WIDTH + +# from placement import generate_placement_input, plot_placement, calculate_normalized_metrics + + +def build_cell_level_edge_list(pin_features, edge_list): + """ + Convert a pin-level edge list to a cell-level edge list. + + Each edge [src_pin_idx, tgt_pin_idx] is mapped to + [src_cell_idx, tgt_cell_idx] via pin_features[:, PinFeatureIdx.CELL_IDX]. + + Self-edges (both pins on the same cell) and duplicates are removed. + + Args: + pin_features: [P, 7] tensor; column 0 is the owning cell index + edge_list: [E, 2] tensor of pin-index pairs [src_pin_idx, tgt_pin_idx] + Returns: + cell_edge_list: [E', 2] tensor of deduplicated cell-index pairs + """ + if edge_list.shape[0] == 0: + return torch.zeros((0, 2), dtype=torch.long) + + pin_to_cell = pin_features[:, PinFeatureIdx.CELL_IDX].long() # [P] + src_cells = pin_to_cell[edge_list[:, 0]] # [E] + tgt_cells = pin_to_cell[edge_list[:, 1]] # [E] + + # Remove self-edges — pins on the same cell have no placement implication + valid = src_cells != tgt_cells + src_cells = src_cells[valid] + tgt_cells = tgt_cells[valid] + + # Canonicalise so smaller index is always first, then deduplicate + # This collapses both (i,j) and (j,i) into one undirected edge + cell_edges = torch.stack([ + torch.minimum(src_cells, tgt_cells), + torch.maximum(src_cells, tgt_cells), + ], dim=1) + + return torch.unique(cell_edges, dim=0) # [E', 2] + + +def build_adjacency_list(cell_edge_list, num_cells): + """ + Build an undirected adjacency list from a cell-level edge list. + + Args: + cell_edge_list: [E, 2] tensor of cell-index pairs + num_cells: int, total number of cells + Returns: + adjacency: List[List[int]], one entry per cell + """ + adjacency = [[] for _ in range(num_cells)] + for src, tgt in cell_edge_list.tolist(): + src, tgt = int(src), int(tgt) + adjacency[src].append(tgt) + adjacency[tgt].append(src) + return adjacency + + +def compute_bfs_scores_from_macros(adjacency, macro_indices, num_cells, decay=0.5): + """ + For each macro, run a BFS outward through the cell graph and assign a + dampened reachability score to every cell it reaches. + + Traversal rules: + - BFS starts at the macro and expands freely through std cells + - When another macro is reached, record its score but do NOT expand through it + (macros act as boundaries — paths cannot pass through them) + - Score contribution at each cell = decay ^ depth, where depth is the + number of edges from the source macro to that cell + + This produces a score matrix where: + scores[m][c] = decay ^ shortest_path_depth(macro_m, cell_c); 0 if cell_c is unreachable from macro_m + Slicing gives both outputs needed downstream: + macro_to_macro[m][j] = scores[m][macro_indices[j]] — for macro ordering + macro_to_std[m][s] = scores[m][std_indices[s]] — for std cell assignment + + Args: + cell_edge_list: [E, 2] tensor of global cell-index pairs (already cell-level) + macro_indices: List[int], global cell indices of macros + num_cells: int, total number of cells N + decay: float in (0, 1), per-hop dampening factor + Returns: + scores: torch.Tensor of shape [M, num_cells], dtype float32 + """ + M = len(macro_indices) + macro_set = set(macro_indices) + scores = torch.zeros(M, num_cells, dtype=torch.float32) + + for m, macro_idx in enumerate(macro_indices): + visited = {macro_idx} + scores[m, macro_idx] = 1.0 # source scores itself at decay^0 + # Queue entries: (cell_index, depth, accumulated_decay) + # Carrying accumulated_decay avoids recomputing decay^depth each step + queue = deque([(macro_idx, 0, 1.0)]) + + while queue: + cell, depth, cell_decay = queue.popleft() + + neighbor_decay = cell_decay * decay # decay^(depth+1) + + for neighbor in adjacency[cell]: + if neighbor in visited: + continue + + visited.add(neighbor) + scores[m, neighbor] += neighbor_decay + + if neighbor in macro_set: + # Boundary reached — score recorded, do not expand + continue + + # Std cell — expand through it + queue.append((neighbor, depth + 1, neighbor_decay)) + return scores # [M, num_cells] + +def order_std_cells(score_matrix, std_indices): + """ + Sort std cells so that cells connected to the same macro + are adjacent in the ordering. Within each macro group, + strongest affinity comes first. + + Args: + score_matrix: [M, num_cells] tensor + std_indices: List[int], global indices of std cells + Returns: + ordered: List[int], indices into std_indices in packing order + """ + std_scores = score_matrix[:, std_indices] # [M, S] + primary = torch.argmax(std_scores, dim=0) # [S] + affinity = std_scores.gather(0, primary.unsqueeze(0)).squeeze(0) + + sort_key = primary.float() - affinity / (affinity.max() + 1e-12) + return torch.argsort(sort_key).tolist() + + +def pack_std_cells(order, std_indices, cell_features, + row_height=1.0, spacing=CELL_SPACING): + """ + Tile std cells into a dense rectangular block following + the given order. Left-to-right, top-to-bottom. + + Args: + order: List[int], indices into std_indices + std_indices: List[int], global cell indices + cell_features: [N, 6] tensor + row_height: float + spacing: float + Returns: + cell_features: updated clone with std positions written + bbox: (x_min, x_max, y_min, y_max) of the block + """ + cell_features = cell_features.clone() + widths = cell_features[std_indices, CellFeatureIdx.WIDTH] + + total_width = widths.sum().item() + num_rows = max(1, int(total_width ** 0.5 / row_height)) + row_width = total_width / num_rows + + cursor_x = 0.0 + cursor_y = row_height / 2 + + for s in order: + idx = std_indices[s] + w = widths[s].item() + + if cursor_x + w > row_width: + cursor_y += row_height + spacing + cursor_x = 0.0 + + cell_features[idx, CellFeatureIdx.X] = cursor_x + w / 2 + cell_features[idx, CellFeatureIdx.Y] = cursor_y + cursor_x += w + spacing + + std_x = cell_features[std_indices, CellFeatureIdx.X] + std_y = cell_features[std_indices, CellFeatureIdx.Y] + std_w = cell_features[std_indices, CellFeatureIdx.WIDTH] + std_h = cell_features[std_indices, CellFeatureIdx.HEIGHT] + bbox = ( + (std_x - std_w / 2).min().item(), + (std_x + std_w / 2).max().item(), + (std_y - std_h / 2).min().item(), + (std_y + std_h / 2).max().item(), + ) + + return cell_features, bbox + +def place_macros_around_block(score_matrix, macro_indices, std_indices, + cell_features, bbox, standoff=5.0): + """ + Place each macro outside the std cell block, on the side + where its most connected std cells live. + """ + x_min, x_max, y_min, y_max = bbox + cx = (x_min + x_max) / 2 + cy = (y_min + y_max) / 2 + std_xy = cell_features[std_indices][:, [CellFeatureIdx.X, CellFeatureIdx.Y]] + + cell_features = cell_features.clone() + + for m, macro_idx in enumerate(macro_indices): + weights = score_matrix[m, std_indices] + w_sum = weights.sum().clamp(min=1e-12) + target = (weights @ std_xy) / w_sum + + dx = target[0] - cx + dy = target[1] - cy + length = (dx**2 + dy**2).sqrt().clamp(min=1e-12) + dx, dy = dx / length, dy / length + + mw = cell_features[macro_idx, CellFeatureIdx.WIDTH].item() + mh = cell_features[macro_idx, CellFeatureIdx.HEIGHT].item() + half_w = (x_max - x_min) / 2 + mw / 2 + standoff + half_h = (y_max - y_min) / 2 + mh / 2 + standoff + + t_x = half_w / abs(dx) if abs(dx) > 1e-12 else float('inf') + t_y = half_h / abs(dy) if abs(dy) > 1e-12 else float('inf') + t = min(t_x, t_y) + + cell_features[macro_idx, CellFeatureIdx.X] = cx + dx * t + cell_features[macro_idx, CellFeatureIdx.Y] = cy + dy * t + + return cell_features + +def create_virtual_macro(bbox): + """ + Create a single-row cell feature tensor representing + the std cell block as one large immovable macro. + + Args: + bbox: (x_min, x_max, y_min, y_max) of packed std cells + Returns: + virtual_macro: [1, 6] tensor with + [area, num_pins=0, cx, cy, width, height] + """ + x_min, x_max, y_min, y_max = bbox + width = x_max - x_min + height = y_max - y_min + + return torch.tensor([[ + width * height, # area + 0.0, # num_pins (no pins — wirelength ignores it) + (x_min + x_max) / 2, # x center + (y_min + y_max) / 2, # y center + width, + height, + ]]) + +def initialize_placement(cell_features, pin_features, edge_list): + """ + Full initialization pipeline: + 1. Build cell-level graph from pin connectivity + 2. BFS from each macro to score reachability to all cells + 3. Order std cells by macro affinity (clustering) + 4. Dense-pack std cells into a rectangular block + 5. Place macros outside the block, each on its natural side + """ + num_cells = cell_features.shape[0] + + cell_edge_list = build_cell_level_edge_list(pin_features, edge_list) + adjacency = build_adjacency_list(cell_edge_list, num_cells) + + macro_indices = [i for i in range(num_cells) + if cell_features[i, CellFeatureIdx.AREA] >= MIN_MACRO_AREA] + std_indices = [i for i in range(num_cells) + if cell_features[i, CellFeatureIdx.AREA] < MIN_MACRO_AREA] + + score_matrix = compute_bfs_scores_from_macros( + adjacency, macro_indices, num_cells + ) + + order = order_std_cells(score_matrix, std_indices) + cell_features, bbox = pack_std_cells(order, std_indices, cell_features) + cell_features = place_macros_around_block( + score_matrix, macro_indices, std_indices, cell_features, bbox + ) + + virtual_macro = create_virtual_macro(bbox) + + return cell_features, virtual_macro + +''' +if __name__ == "__main__": + num_macros = 10 + num_std_cells = 1000 + cell_features, pin_features, edge_list = generate_placement_input(num_macros, num_std_cells) + updated_cell_features, virtual_macro = initialize_placement(cell_features, pin_features, edge_list) + + plot_placement(cell_features, updated_cell_features, "cell_placement.png") + metrics = calculate_normalized_metrics(updated_cell_features, pin_features, edge_list) + print("Initial placement metrics:") + for name, value in metrics.items(): + print(f" {name}: {value:.4f}") +''' \ No newline at end of file diff --git a/output-seeded-1.txt b/output-seeded-1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff28a45aca84f1d49980b03f741fd1f38a9cd61d GIT binary patch literal 6684 zcmd6s-D=w~6vq$jZm@UAWd@^7{1H2YU6j&wgSIP8N-sy~H)Lr^(vIyl_6U2$U2psU zr8tsRyF>B}!NiWGBkAbqr*kCv&+k)N$gRxeS~_wem-2|Wb3EVT{ahZ9Hj!8IQr>OQ zMSYItKz3wT_T&)1BN;>AUHO2t16)km$GwB}JsGLok(|m$^}dPyp-v~T_Y7At9)0Pd z2TP2`0(Xwb1poNfk*|Mau4}A?yPwtUsR1uVf|Nl-XV>eF_+qYhU^soNe-oF$m_~$)fU?uBTZ}5mu+Fc z$kzz66O^0ce^(;h`F^hIU&tH0N6G>$d4V_9PU*#}<_^+ENV`NX>tnq=+}R?3`^cd+ zs3on)I-crD?wLP99W2FK$LJwbsF`V%ZA7@Lr0$g+7D|su5{WCNsKYfh(Q=6lWw4gp z!ANRdDbZ2-YFTQ{96o7n>XBe1dy=n9e_EC1DBL6eMD>YOP`an2X&n;P#eG}##O|FQ zE%yEhrRJ-#(d^K2XP8$-T`~F>LwjS1TQ%;?&!E*7@>2A&$R8(7=Dnxo>tcW*Km?6f0AIXG~pz%I5||l^%mZUQLGEAJ@qJQ04d4Z zkG0`ZIJ(9@##h)LCBCZ|LXIa{x74{{Zl?b%hy>waWA-@SL z=`*Y(6|7{KH@?wF&(pTNN>&qBY*q%al0D-LQ7$XxSRcZQS>^b%!oGyELeJSR`A(aa zOs$HBjaV5x!wRWzS1Njq>Pw5ZUt6?LClfd7qRcv_p77{qXO-^9CQ7BL4{rO(xlfN`jrmyk%5wHk@IPWU%3eJ~K!#H_N1;hrkN zILC!83@T+{v-do=EW^c^DE? 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You need to implement a differentiable loss function - that penalizes overlapping cells. The loss should: - - 1. Be zero when no cells overlap - 2. Increase as overlap area increases - 3. Use only differentiable PyTorch operations (no if statements on tensors) - 4. Work efficiently with vectorized operations - - HINTS: - - Two axis-aligned rectangles overlap if they overlap in BOTH x and y dimensions - - For rectangles centered at (x1, y1) and (x2, y2) with widths (w1, w2) and heights (h1, h2): - * x-overlap occurs when |x1 - x2| < (w1 + w2) / 2 - * y-overlap occurs when |y1 - y2| < (h1 + h2) / 2 - - Use torch.relu() to compute positive overlaps: overlap_x = relu((w1+w2)/2 - |x1-x2|) - - Overlap area = overlap_x * overlap_y - - Consider all pairs of cells: use broadcasting with unsqueeze - - Use torch.triu() to avoid counting each pair twice (only consider i < j) - - Normalize the loss appropriately (by number of pairs or total area) - - RECOMMENDED APPROACH: - 1. Extract positions, widths, heights from cell_features - 2. Compute all pairwise distances using broadcasting: - positions_i = positions.unsqueeze(1) # [N, 1, 2] - positions_j = positions.unsqueeze(0) # [1, N, 2] - distances = positions_i - positions_j # [N, N, 2] - 3. Calculate minimum separation distances for each pair - 4. Use relu to get positive overlap amounts - 5. Multiply overlaps in x and y to get overlap areas - 6. Mask to only consider upper triangle (i < j) - 7. Sum and normalize - - Args: - cell_features: [N, 6] tensor with [area, num_pins, x, y, width, height] - pin_features: [P, 7] tensor with pin information (not used here) - edge_list: [E, 2] tensor with edges (not used here) - - Returns: - Scalar loss value (should be 0 when no overlaps exist) - """ +def overlap_repulsion_loss(cell_features): N = cell_features.shape[0] if N <= 1: - return torch.tensor(0.0, requires_grad=True) + return torch.tensor(0.0, device=DEVICE, requires_grad=True) - # TODO: Implement overlap detection and loss calculation here - # - # Your implementation should: - # 1. Extract cell positions, widths, and heights - # 2. Compute pairwise overlaps using vectorized operations - # 3. Return a scalar loss that is zero when no overlaps exist - # - # Delete this placeholder and add your implementation: + X = cell_features[:, CellFeatureIdx.X].unsqueeze(1) + Y = cell_features[:, CellFeatureIdx.Y].unsqueeze(1) + W = cell_features[:, CellFeatureIdx.WIDTH].unsqueeze(1) + H = cell_features[:, CellFeatureIdx.HEIGHT].unsqueeze(1) - # Placeholder - returns a constant loss (REPLACE THIS!) - return torch.tensor(1.0, requires_grad=True) + overlap_x = torch.relu((W + W.T) / 2 - torch.abs(X - X.T)) + overlap_y = torch.relu((H + H.T) / 2 - torch.abs(Y - Y.T)) + overlap_area = overlap_x * overlap_y + + mask = torch.triu(torch.ones(N, N, device=DEVICE), diagonal=1) + return torch.sum(overlap_area * mask) def train_placement( cell_features, pin_features, edge_list, - num_epochs=1000, - lr=0.01, - lambda_wirelength=1.0, - lambda_overlap=10.0, + num_epochs=25000, + lr=0.1, + lambda_wirelength=5.0, + lambda_overlap=1000.0, verbose=True, log_interval=100, ): - """Train the placement optimization using gradient descent. - - Args: - cell_features: [N, 6] tensor with cell properties - pin_features: [P, 7] tensor with pin properties - edge_list: [E, 2] tensor with edge connectivity - num_epochs: Number of optimization iterations - lr: Learning rate for Adam optimizer - lambda_wirelength: Weight for wirelength loss - lambda_overlap: Weight for overlap loss - verbose: Whether to print progress - log_interval: How often to print progress + N = cell_features.shape[0] - Returns: - Dictionary with: - - final_cell_features: Optimized cell positions - - initial_cell_features: Original cell positions (for comparison) - - loss_history: Loss values over time - """ - # Clone features and create learnable positions cell_features = cell_features.clone() initial_cell_features = cell_features.clone() - # Make only cell positions require gradients - cell_positions = cell_features[:, 2:4].clone().detach() - cell_positions.requires_grad_(True) + cell_features, virtual_macro = initialize_placement(cell_features, pin_features, edge_list) + + cell_features = cell_features.to(DEVICE) + pin_features = pin_features.to(DEVICE) + edge_list = edge_list.to(DEVICE) + + macro_indices = [i for i in range(N) if cell_features[i, CellFeatureIdx.AREA] >= MIN_MACRO_AREA] + + # Two modes: optimize all cells jointly, or only macros + optimize_all = N <= 500 + + if optimize_all: + positions = cell_features[:, 2:4].clone().detach() + virtual_macro = None # No virtual macro — overlap computed on all cells + else: + positions = cell_features[macro_indices, 2:4].clone().detach() + virtual_macro = virtual_macro.to(DEVICE) + + positions.requires_grad_(True) + optimizer = optim.Adam([positions], lr=lr) + scheduler = optim.lr_scheduler.CosineAnnealingLR(optimizer, T_max=num_epochs, eta_min=1e-4) - # Create optimizer - optimizer = optim.Adam([cell_positions], lr=lr) - # Track loss history loss_history = { "total_loss": [], "wirelength_loss": [], "overlap_loss": [], } - # Training loop + best_positions = positions.clone().detach() + best_wl_loss = float("inf") + for epoch in range(num_epochs): + progress = min(1.0, epoch / (num_epochs * 0.75)) + current_lambda_overlap = lambda_overlap * progress + current_lambda_wirelength = lambda_wirelength + optimizer.zero_grad() - # Create cell_features with current positions + # Splice current positions into full cell features cell_features_current = cell_features.clone() - cell_features_current[:, 2:4] = cell_positions - - # Calculate losses - wl_loss = wirelength_attraction_loss( - cell_features_current, pin_features, edge_list - ) - overlap_loss = overlap_repulsion_loss( - cell_features_current, pin_features, edge_list - ) + if optimize_all: + cell_features_current[:, 2:4] = positions + else: + cell_features_current[macro_indices, 2:4] = positions - # Combined loss - total_loss = lambda_wirelength * wl_loss + lambda_overlap * overlap_loss + # Wirelength: always uses all cells + wl_loss = wirelength_attraction_loss(cell_features_current, pin_features, edge_list) - # Backward pass - total_loss.backward() + # Overlap: all cells or macros + virtual macro + if virtual_macro is not None: + overlap_cells = torch.cat([cell_features_current[macro_indices], virtual_macro], dim=0) + overlap_loss = overlap_repulsion_loss(overlap_cells) + else: + overlap_loss = overlap_repulsion_loss(cell_features_current) - # Gradient clipping to prevent extreme updates - torch.nn.utils.clip_grad_norm_([cell_positions], max_norm=5.0) + # Checkpoint best overlap-free state + if overlap_loss.item() < 1e-6 and wl_loss.item() < best_wl_loss: + best_wl_loss = wl_loss.item() + best_positions = positions.clone().detach() - # Update positions + total_loss = current_lambda_wirelength * wl_loss + current_lambda_overlap * overlap_loss + total_loss.backward() + torch.nn.utils.clip_grad_norm_([positions], max_norm=5.0) optimizer.step() + scheduler.step() - # Record losses loss_history["total_loss"].append(total_loss.item()) loss_history["wirelength_loss"].append(wl_loss.item()) loss_history["overlap_loss"].append(overlap_loss.item()) - # Log progress if verbose and (epoch % log_interval == 0 or epoch == num_epochs - 1): print(f"Epoch {epoch}/{num_epochs}:") - print(f" Total Loss: {total_loss.item():.6f}") - print(f" Wirelength Loss: {wl_loss.item():.6f}") - print(f" Overlap Loss: {overlap_loss.item():.6f}") - - # Create final cell features - final_cell_features = cell_features.clone() - final_cell_features[:, 2:4] = cell_positions.detach() + print(f" Total Loss: {total_loss.item():.10f}") + print(f" Wirelength Loss: {wl_loss.item():.10f}") + print(f" Overlap Loss: {overlap_loss.item():.10f}") + + # Restore best checkpoint + cell_features_current = cell_features.clone() + if optimize_all: + cell_features_current[:, 2:4] = best_positions + else: + cell_features_current[macro_indices, 2:4] = best_positions + final_cell_features = cell_features_current.detach() return { "final_cell_features": final_cell_features, @@ -458,7 +393,6 @@ def train_placement( "loss_history": loss_history, } - # ======= FINAL EVALUATION CODE (Don't edit this part) ======= def calculate_overlap_metrics(cell_features): @@ -486,11 +420,10 @@ def calculate_overlap_metrics(cell_features): "overlap_percentage": 0.0, } - # Extract cell properties - positions = cell_features[:, 2:4].detach().numpy() # [N, 2] - widths = cell_features[:, 4].detach().numpy() # [N] - heights = cell_features[:, 5].detach().numpy() # [N] - areas = cell_features[:, 0].detach().numpy() # [N] + positions = cell_features[:, 2:4].detach().cpu().numpy() + widths = cell_features[:, 4].detach().cpu().numpy() + heights = cell_features[:, 5].detach().cpu().numpy() + areas = cell_features[:, 0].detach().cpu().numpy() overlap_count = 0 total_overlap_area = 0.0 @@ -548,9 +481,9 @@ def calculate_cells_with_overlaps(cell_features): return set() # Extract cell properties - positions = cell_features[:, 2:4].detach().numpy() - widths = cell_features[:, 4].detach().numpy() - heights = cell_features[:, 5].detach().numpy() + positions = cell_features[:, 2:4].detach().cpu().numpy() + widths = cell_features[:, 4].detach().cpu().numpy() + heights = cell_features[:, 5].detach().cpu().numpy() cells_with_overlaps = set() @@ -608,7 +541,7 @@ def calculate_normalized_metrics(cell_features, pin_features, edge_list): num_nets = 0 else: # Calculate total wirelength using the loss function (unnormalized) - wl_loss = wirelength_attraction_loss(cell_features, pin_features, edge_list) + wl_loss = wirelength_attraction_loss(cell_features.to(DEVICE), pin_features.to(DEVICE), edge_list.to(DEVICE)) total_wirelength = wl_loss.item() * edge_list.shape[0] # Undo normalization # Calculate total area @@ -632,8 +565,6 @@ def calculate_normalized_metrics(cell_features, pin_features, edge_list): def plot_placement( initial_cell_features, final_cell_features, - pin_features, - edge_list, filename="placement_result.png", ): """Create side-by-side visualization of initial vs final placement. @@ -657,9 +588,9 @@ def plot_placement( (ax2, final_cell_features, "Final Placement"), ]: N = cell_features.shape[0] - positions = cell_features[:, 2:4].detach().numpy() - widths = cell_features[:, 4].detach().numpy() - heights = cell_features[:, 5].detach().numpy() + positions = cell_features[:, 2:4].detach().cpu().numpy() + widths = cell_features[:, 4].detach().cpu().numpy() + heights = cell_features[:, 5].detach().cpu().numpy() # Draw cells for i in range(N): @@ -807,8 +738,6 @@ def main(): plot_placement( result["initial_cell_features"], result["final_cell_features"], - pin_features, - edge_list, filename="placement_result.png", ) diff --git a/test.py b/test.py index f22ff21..6aebc32 100644 --- a/test.py +++ b/test.py @@ -46,8 +46,8 @@ (9, 8, 200, 1009), (10, 10, 2000, 1010), # Realistic designs - (11, 10, 10000, 1011), - (12, 10, 100000, 1012), + # (11, 10, 10000, 1011), + # (12, 10, 100000, 1012), ] @@ -73,6 +73,7 @@ def run_placement_test( if seed: # Set seed for reproducibility torch.manual_seed(seed) + torch.cuda.manual_seed_all(seed) # Generate netlist cell_features, pin_features, edge_list = generate_placement_input( From 66c5545ea2c6681a8038c81dde7c07a9aaba4782 Mon Sep 17 00:00:00 2001 From: Pratul-Saini Date: Mon, 30 Mar 2026 01:13:01 -0700 Subject: [PATCH 02/15] Add first submission score to new leaderboard --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index df0c441..44f030c 100644 --- a/README.md +++ b/README.md @@ -32,7 +32,7 @@ We will review submissions on a rolling basis. | Rank | Name | Overlap | Wirelength (um) | Runtime (s) | Notes | |------|-----------------|-------------|-----------------|-------------|----------------------| | 1 | example | 0.5000 | 0.5 | 10 | example submission | -| 2 | Add Yours! | | | | | +| 2 | Pratul-Saini | 0.0000 | 0.2753 | 854.03 | | From c1a24adb9758edbfd44f4e577acb6d555681df20 Mon Sep 17 00:00:00 2001 From: Pratul-Saini Date: Mon, 30 Mar 2026 01:49:58 -0700 Subject: [PATCH 03/15] Add submission including test#11 --- README.md | 2 +- .../output-seeded-1.txt | Bin test-logs/output-seeded-2.txt | Bin 0 -> 7272 bytes test.py | 2 +- 4 files changed, 2 insertions(+), 2 deletions(-) rename output-seeded-1.txt => test-logs/output-seeded-1.txt (100%) create mode 100644 test-logs/output-seeded-2.txt diff --git a/README.md b/README.md index 44f030c..2a4df96 100644 --- a/README.md +++ b/README.md @@ -32,7 +32,7 @@ We will review submissions on a rolling basis. | Rank | Name | Overlap | Wirelength (um) | Runtime (s) | Notes | |------|-----------------|-------------|-----------------|-------------|----------------------| | 1 | example | 0.5000 | 0.5 | 10 | example submission | -| 2 | Pratul-Saini | 0.0000 | 0.2753 | 854.03 | | +| 2 | Pratul-Saini | 0.0000 | 0.2731 | 1020.72 | only first 11 tests| diff --git a/output-seeded-1.txt b/test-logs/output-seeded-1.txt similarity index 100% rename from output-seeded-1.txt rename to test-logs/output-seeded-1.txt diff --git a/test-logs/output-seeded-2.txt b/test-logs/output-seeded-2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7212a1abfc9d78696bbc447d28077dc4785e414d GIT binary patch literal 7272 zcmd6s-)h@16vhwiZm@UAWd@^-?Kp`CyC|jW23=R0lwOX||B$66NjtXJ*dy!}cfIZV zq&P=*?GDKpiisUdN7B*JPv=PT-#;g^lpC4Lm2~7>F604kXL!EF`5;jJeeI3uI^bPjV=fl@sH-b6?tDKp^)KZO-ec+E&XVVNvUW-@*EM&LHb&Y7a>;81=^pNEk-vT9 z&>GZ|R%9KI^(6PqpP~+yVyzSOkSWwmTV)$Dt}3ZJV~3^DBbL4-l~UB<3Yu8CzGO1k z$n9Vxt*(^l7=5iQwPp^Vv^MqVV5BymQzj+0nYXQsPSMNU#! zI^EdXpOeTb?av8&63R&epFv+=%}HkbNv{zneTS1z#<$+U8!?J?VYSB|B@G~@Z}e}A z6ppUiM}39sQBrsct3^4A6-i;F%+`^TlK!mZah9e1Sz%woS&2c5+e$&oVluF_W!5)Mh{^=5efF zRe$O7!+J>&JyH{&L+|ZJ5L>pF-+GuWwaJjxi}!rI>mnAt57|&MT*)FunOWuVbTqFu zgd#l$^ruMs74C-^b+rdo9MRMHbM)N4FTKaNqC@jFiD&8jhIE4S@5%bC`nhRaCaK6q zerli3Hu6_4af(&z0;|>;e*7B9Z%cVOp5pSXn&n)+?f0scv)(0P9Dkm{ Date: Mon, 30 Mar 2026 02:44:29 -0700 Subject: [PATCH 04/15] Remove unnecessary commented out code, add seed for torch.cuda --- initialization.py | 19 +------------------ placement.py | 1 + 2 files changed, 2 insertions(+), 18 deletions(-) diff --git a/initialization.py b/initialization.py index 2c2b8b8..7de3b8c 100644 --- a/initialization.py +++ b/initialization.py @@ -4,9 +4,6 @@ from data import PinFeatureIdx, CellFeatureIdx from constants import MIN_MACRO_AREA, CELL_SPACING, MAX_ROW_WIDTH -# from placement import generate_placement_input, plot_placement, calculate_normalized_metrics - - def build_cell_level_edge_list(pin_features, edge_list): """ Convert a pin-level edge list to a cell-level edge list. @@ -282,18 +279,4 @@ def initialize_placement(cell_features, pin_features, edge_list): virtual_macro = create_virtual_macro(bbox) - return cell_features, virtual_macro - -''' -if __name__ == "__main__": - num_macros = 10 - num_std_cells = 1000 - cell_features, pin_features, edge_list = generate_placement_input(num_macros, num_std_cells) - updated_cell_features, virtual_macro = initialize_placement(cell_features, pin_features, edge_list) - - plot_placement(cell_features, updated_cell_features, "cell_placement.png") - metrics = calculate_normalized_metrics(updated_cell_features, pin_features, edge_list) - print("Initial placement metrics:") - for name, value in metrics.items(): - print(f" {name}: {value:.4f}") -''' \ No newline at end of file + return cell_features, virtual_macro \ No newline at end of file diff --git a/placement.py b/placement.py index 5e56a80..e6b2d02 100644 --- a/placement.py +++ b/placement.py @@ -648,6 +648,7 @@ def main(): # Set random seed for reproducibility torch.manual_seed(42) + torch.cuda.manual_seed_all(42) # Generate placement problem num_macros = 3 From fdd217dd0d0689bffcb0d18e9eb81235d6015941 Mon Sep 17 00:00:00 2001 From: Pratul Saini Date: Mon, 30 Mar 2026 02:46:11 -0700 Subject: [PATCH 05/15] Modify leaderboard entry for Pratul-Saini Updated the leaderboard entry for Pratul-Saini with additional notes on runtime. --- README.md | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/README.md b/README.md index 2a4df96..d138c34 100644 --- a/README.md +++ b/README.md @@ -31,8 +31,7 @@ We will review submissions on a rolling basis. | Rank | Name | Overlap | Wirelength (um) | Runtime (s) | Notes | |------|-----------------|-------------|-----------------|-------------|----------------------| -| 1 | example | 0.5000 | 0.5 | 10 | example submission | -| 2 | Pratul-Saini | 0.0000 | 0.2731 | 1020.72 | only first 11 tests| +| 1 | Pratul-Saini | 0.0000 | 0.2731 | 1020.72 | only first 11 tests. 12th test takes very very long to generate on my laptop and I'm not very patient. | From db9dfc9850f5c0bcb32781b005b8da8fc77f278f Mon Sep 17 00:00:00 2001 From: Pratul Saini Date: Mon, 30 Mar 2026 02:49:57 -0700 Subject: [PATCH 06/15] Update leaderboard notes for clarity Clarified note on leaderboard runtime and overlap metrics. --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index d138c34..98f5249 100644 --- a/README.md +++ b/README.md @@ -31,7 +31,7 @@ We will review submissions on a rolling basis. | Rank | Name | Overlap | Wirelength (um) | Runtime (s) | Notes | |------|-----------------|-------------|-----------------|-------------|----------------------| -| 1 | Pratul-Saini | 0.0000 | 0.2731 | 1020.72 | only first 11 tests. 12th test takes very very long to generate on my laptop and I'm not very patient. | +| 1 | Pratul-Saini | 0.0000 | 0.2731 | 1020.72 | only first 11 tests. 12th test takes very very long to generate on my laptop and I'm not very patient (overlap metrics - not loss - takes O(N^2). We should compute this just once and save it given a static seed)| From b7316db7bbaad2a6c73d62303dd43ef7b2844d73 Mon Sep 17 00:00:00 2001 From: Pratul-Saini Date: Mon, 30 Mar 2026 16:28:49 -0700 Subject: [PATCH 07/15] Add wirelength optimization warmup, add new submission score --- README.md | 36 ++++++++++---------------- placement.py | 72 ++++++++++++++++++++++++++++++++++++++++++---------- test.py | 2 +- 3 files changed, 73 insertions(+), 37 deletions(-) diff --git a/README.md b/README.md index 2a4df96..7eab371 100644 --- a/README.md +++ b/README.md @@ -16,9 +16,9 @@ The deadline is when all intern slots for summer 2026 are filled. We will review 1. **Fork this repository.** 2. Solve the placement problem using your preferred tools or scripts. -3. Run the test script to evaluate your solution and obtain the overlap and wirelength metrics. -4. Submit a pull request with your updated leaderboard entry and instructions for me to access your actual submission (it's fine if it's public). - +3. Run the first 10 tests to evaluate your solution and obtain the overlap and wirelength metrics. Report Average Overlap, Wirelength and total Runtime. *Test cases 11 and 12 are extra credit, give them a shot if you have some time.* +5. Submit a pull request with your updated leaderboard entry and instructions for me to access your actual submission (it's fine if it's public). + Note: You can use any libraries or frameworks you like, but please ensure that your code is well-documented and easy to follow. Also, if you think there are any bugs in the provided code, feel free to fix them and mention the changes in your submission. @@ -27,30 +27,22 @@ You may submit multiple solutions to try and increase your score. We will review submissions on a rolling basis. -## New Leaderboard (sorted by overlap) - -| Rank | Name | Overlap | Wirelength (um) | Runtime (s) | Notes | -|------|-----------------|-------------|-----------------|-------------|----------------------| -| 1 | example | 0.5000 | 0.5 | 10 | example submission | -| 2 | Pratul-Saini | 0.0000 | 0.2731 | 1020.72 | only first 11 tests| - - - -## Leaderboard (sorted by overlap) (OLD; test suite has been updated; see above) +## Leaderboard (sorted by overlap) | Rank | Name | Overlap | Wirelength (um) | Runtime (s) | Notes | |------|-----------------|-------------|-----------------|-------------|----------------------| -| 1 | Shashank Shriram | 0.0000 | 0.1310 | 11.32 | 🏎️💥 | -| 2 | Brayden Rudisill | 0.0000 | 0.2611 | 50.51 | Timed on a mac air | -| 3 | manuhalapeth | 0.0000 | 0.2630 | 196.8 | | -| 4 | Neil Teje | 0.0000 | 0.2700 | 24.00s | | -| 5 | Leison Gao | 0.0000 | 0.2796 | 50.14s | | -| 6 | William Pan | 0.0000 | 0.2848 | 155.33s | | -| 7 | Ashmit Dutta | 0.0000 | 0.2870 | 995.58 | Spent my entire morning (12 am - 6 am) doing this :P | -| 8 | Pawan Paleja | 0.0000 | 0.3311 | 1.74s | Implemented hint for loss func, cosine annealing on learning rate with warmup, std annealing on lambda weight. Used optuna to tune hyperparam. Tested on gh codespaces 2-core. | +| 0 | Pratul-Saini | 0.0000 | 0.2557 | 680.62s | Moved some pre-existing computation to GPU. Created some initialization based on connectivity heuristic, added warmup on wirelength, cosine annealing on learning rate. Only ran on first 10 tests for scoring purposes. I'll add data for other tests soon, but the 12th test needs optimization on the problem generation standpoint. | +| 1 | Brayden Rudisill | 0.0000 | 0.2611 | 50.51 | Timed on a mac air | +| 2 | manuhalapeth | 0.0000 | 0.2630 | 196.8 | | +| 3 | Neil Teje | 0.0000 | 0.2700 | 24.00s | | +| 4 | Leison Gao | 0.0000 | 0.2796 | 50.14s | | +| 5 | William Pan | 0.0000 | 0.2848 | 155.33s | | +| 6 | Ashmit Dutta | 0.0000 | 0.2870 | 995.58 | Spent my entire morning (12 am - 6 am) doing this :P | +| 7 | Pawan Paleja | 0.0000 | 0.3311 | 1.74s | Implemented hint for loss func, cosine annealing on learning rate with warmup, std annealing on lambda weight. Used optuna to tune hyperparam. Tested on gh codespaces 2-core. | + 8 | Shashank Shriram | 0.0000 | 0.3312 | 11.32 | 🏎️💥 | | 9 | Gabriel Del Monte | 0.0000 | 0.3427 | 606.07 | | | 10 | Aleksey Valouev| 0.0000 | 0.3577 | 118.98 | | -| 11 | Mohul Shukla | 0.0000 | 0.5048 | 54.60s | | +| 11 | Mohul Shukla | 0.0000 | 0.5048 | 54.60s | | | 12 | Ryan Hulke | 0.0000 | 0.5226 | 166.24 | | | 13 | Neel Shah | 0.0000 | 0.5445 | 45.40 | Zero overlaps on all tests, adaptive schedule + early stop | | 14 | Nawel Asgar | 0.0000 | 0.5675 | 81.49 | Adaptive penalty scaling with cubic gradients and design-size optimization diff --git a/placement.py b/placement.py index e6b2d02..b497c49 100644 --- a/placement.py +++ b/placement.py @@ -290,10 +290,11 @@ def train_placement( cell_features, pin_features, edge_list, - num_epochs=25000, + num_epochs=20000, lr=0.1, lambda_wirelength=5.0, lambda_overlap=1000.0, + warmup_fraction=0.2, verbose=True, log_interval=100, ): @@ -321,9 +322,6 @@ def train_placement( virtual_macro = virtual_macro.to(DEVICE) positions.requires_grad_(True) - optimizer = optim.Adam([positions], lr=lr) - scheduler = optim.lr_scheduler.CosineAnnealingLR(optimizer, T_max=num_epochs, eta_min=1e-4) - loss_history = { "total_loss": [], @@ -334,31 +332,77 @@ def train_placement( best_positions = positions.clone().detach() best_wl_loss = float("inf") - for epoch in range(num_epochs): - progress = min(1.0, epoch / (num_epochs * 0.75)) - current_lambda_overlap = lambda_overlap * progress + warmup_epochs = int(num_epochs * warmup_fraction) + overlap_epochs = num_epochs - warmup_epochs + + # ---- Phase 1: wirelength-only warmup with its own optimizer ---- + if warmup_epochs > 0: + optimizer_wl = optim.Adam([positions], lr=lr) + scheduler_wl = optim.lr_scheduler.CosineAnnealingLR( + optimizer_wl, T_max=warmup_epochs, eta_min=1e-4 + ) + + for epoch in range(warmup_epochs): + optimizer_wl.zero_grad() + + cell_features_current = cell_features.clone() + if optimize_all: + cell_features_current[:, 2:4] = positions + else: + cell_features_current[macro_indices, 2:4] = positions + + wl_loss = wirelength_attraction_loss(cell_features_current, pin_features, edge_list) + + with torch.no_grad(): + if virtual_macro is not None: + overlap_cells = torch.cat([cell_features_current[macro_indices], virtual_macro], dim=0) + overlap_loss_val = overlap_repulsion_loss(overlap_cells).item() + else: + overlap_loss_val = overlap_repulsion_loss(cell_features_current).item() + + total_loss = lambda_wirelength * wl_loss + total_loss.backward() + torch.nn.utils.clip_grad_norm_([positions], max_norm=5.0) + optimizer_wl.step() + scheduler_wl.step() + + loss_history["total_loss"].append(total_loss.item()) + loss_history["wirelength_loss"].append(wl_loss.item()) + loss_history["overlap_loss"].append(overlap_loss_val) + + if verbose and (epoch % log_interval == 0 or epoch == warmup_epochs - 1): + print(f"Epoch {epoch}/{num_epochs} [WL-warmup]:") + print(f" Wirelength Loss: {wl_loss.item():.10f}") + print(f" Overlap (no grad): {overlap_loss_val:.10f}") + + # ---- Phase 2: joint wirelength + overlap with fresh optimizer ---- + optimizer = optim.Adam([positions], lr=lr) + scheduler = optim.lr_scheduler.CosineAnnealingLR( + optimizer, T_max=overlap_epochs, eta_min=1e-4 + ) + + for epoch in range(overlap_epochs): + global_epoch = warmup_epochs + epoch + phase2_progress = min(1.0, epoch / (overlap_epochs * 0.6)) + current_lambda_overlap = lambda_overlap * phase2_progress current_lambda_wirelength = lambda_wirelength optimizer.zero_grad() - # Splice current positions into full cell features cell_features_current = cell_features.clone() if optimize_all: cell_features_current[:, 2:4] = positions else: cell_features_current[macro_indices, 2:4] = positions - # Wirelength: always uses all cells wl_loss = wirelength_attraction_loss(cell_features_current, pin_features, edge_list) - # Overlap: all cells or macros + virtual macro if virtual_macro is not None: overlap_cells = torch.cat([cell_features_current[macro_indices], virtual_macro], dim=0) overlap_loss = overlap_repulsion_loss(overlap_cells) else: overlap_loss = overlap_repulsion_loss(cell_features_current) - # Checkpoint best overlap-free state if overlap_loss.item() < 1e-6 and wl_loss.item() < best_wl_loss: best_wl_loss = wl_loss.item() best_positions = positions.clone().detach() @@ -373,8 +417,8 @@ def train_placement( loss_history["wirelength_loss"].append(wl_loss.item()) loss_history["overlap_loss"].append(overlap_loss.item()) - if verbose and (epoch % log_interval == 0 or epoch == num_epochs - 1): - print(f"Epoch {epoch}/{num_epochs}:") + if verbose and (global_epoch % log_interval == 0 or epoch == overlap_epochs - 1): + print(f"Epoch {global_epoch}/{num_epochs} [WL+Overlap]:") print(f" Total Loss: {total_loss.item():.10f}") print(f" Wirelength Loss: {wl_loss.item():.10f}") print(f" Overlap Loss: {overlap_loss.item():.10f}") @@ -743,4 +787,4 @@ def main(): ) if __name__ == "__main__": - main() + main() \ No newline at end of file diff --git a/test.py b/test.py index 790eb91..8068519 100644 --- a/test.py +++ b/test.py @@ -46,7 +46,7 @@ (9, 8, 200, 1009), (10, 10, 2000, 1010), # Realistic designs - (11, 10, 10000, 1011), + #(11, 10, 10000, 1011), # (12, 10, 100000, 1012), ] From 35bbb231529d07d91b1393eef55a6b8688869f0e Mon Sep 17 00:00:00 2001 From: Pratul-Saini Date: Mon, 30 Mar 2026 16:33:52 -0700 Subject: [PATCH 08/15] Add output logs of latest test suite run --- test-logs/output-seeded-3.txt | Bin 0 -> 6684 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/test-logs/output-seeded-3.txt b/test-logs/output-seeded-3.txt index e69de29bb2d1d6434b8b29ae775ad8c2e48c5391..7ce1309646a7afb9a2520781d226a2799687ede0 100644 GIT binary patch literal 6684 zcmd6s-D=w~6vq$jZm@UAWd?(BIcUsaDRVgFb7zC#%`V=cA)0@*o!lN?GfP}i5&>Ro)_6lGeQk?aV^ zMZPAGouSDe7f%okNb`qi9I^) zEsp*Ot(F_#Xm)71Gt8^JuMp#lN|v})erNp{9vGl5!YFe~O_Vj)icre@eDO{1{GxMovPsd&)_SQa4VtANkg9I5EDlX|g#9VX3UJku6o`WL&bf4=093A5K!( z*31GIP67}*vM8N`U&aSA5aSx4HfY63*vLs;JP8&5Zk%Y_b;U_onnfn+*qj8gR6R{) zPGZc;xZug1labZhofD44pOdkQ8?>^HzlM`Mo+Pa}i7ZY&sn~jpXv8emht-}&l-Prm zsEA`-L=<}0*r%S97?DD2QO#myQkW?-%)PuncUJN|%lEjm!m;?XlBuYY>t2p2smgTi zVoLlBD^U$A3FeJ!_R;f{W9WjFq#>`^QH3*ZSP;;heMazAX!YmAidp5jv%<0Xvl78K z_9#tUi6sFmDQZ`R72MY;<7ZeQ71foBUZc9wqV3leE!4^64Vwg;mkd(>7h6(ff_AaR zL^^j~^l1EvAs6-)~IqpLY$Ky{-fCy!e(+U>h%K*RGH4e=yEepRjl^&-SItS( zh35ip`y#z_?TQ%cRKMpb6BA(-Q%_cv7<$}D`otKsS9d2ykEabWX({`f7^C+`8EV@Q z!>nme=E`}AbxqW`a>KsJOqbl`@2Kv9%H)vw#3I6uN>z5a+u>;)wPvqA^qBeXN00V` zU&LWt Date: Mon, 30 Mar 2026 16:42:54 -0700 Subject: [PATCH 09/15] Add test 11 log to test-logs, update readme --- README.md | 2 +- test-logs/test-11.txt | Bin 0 -> 1666 bytes 2 files changed, 1 insertion(+), 1 deletion(-) create mode 100644 test-logs/test-11.txt diff --git a/README.md b/README.md index 7eab371..5df77c1 100644 --- a/README.md +++ b/README.md @@ -31,7 +31,7 @@ We will review submissions on a rolling basis. | Rank | Name | Overlap | Wirelength (um) | Runtime (s) | Notes | |------|-----------------|-------------|-----------------|-------------|----------------------| -| 0 | Pratul-Saini | 0.0000 | 0.2557 | 680.62s | Moved some pre-existing computation to GPU. Created some initialization based on connectivity heuristic, added warmup on wirelength, cosine annealing on learning rate. Only ran on first 10 tests for scoring purposes. I'll add data for other tests soon, but the 12th test needs optimization on the problem generation standpoint. | +| 0 | Pratul-Saini | 0.0000 | 0.2557 | 680.62s | Moved some pre-existing computation to GPU. Created some initialization based on connectivity heuristic, added warmup on wirelength, cosine annealing on learning rate. Only ran on first 10 tests for scoring purposes. I separately ran test 11 and placed its results in test-11.txt. Test 12 requires optimization on the problem generation (computing 10^10 overlap values in initial metrics) front seems like as that's where I see hanging. | | 1 | Brayden Rudisill | 0.0000 | 0.2611 | 50.51 | Timed on a mac air | | 2 | manuhalapeth | 0.0000 | 0.2630 | 196.8 | | | 3 | Neil Teje | 0.0000 | 0.2700 | 24.00s | | diff --git a/test-logs/test-11.txt b/test-logs/test-11.txt new file mode 100644 index 0000000000000000000000000000000000000000..104c2e7a9537bcb16b909e3b9154a3dcf7a237e8 GIT binary patch literal 1666 zcmd6o+e#Zz6o!BBPVgP(QlZ#P3APHo5b;omF*p;vEWtC3F=R$XU!#xESM0Uz_piyu zG?iY5#q7g6{(G&p_xyexs@AQ>x>lwOUFwnDIr9$tb3MQtX-%v8xj=39C(+9A~lSSNM3q#!+tctO@#4MtdIVES!iW9W`oP}Yma?$Ffae$$ zRL}fp@CtaBbgFySHaX*iJm*c^3R-Y zlQHMK31bl%ZlZUs^JC?welZWY#|30Pf6Mmz9PpC#H^;kPH*&DVVX&a|&t^PdiIq(7T~ Date: Tue, 31 Mar 2026 12:00:13 -0700 Subject: [PATCH 10/15] Reduce warmup time from 20% to 15%, update leaderboard --- placement.py | 2 +- test-logs/output-seeded-4.txt | Bin 0 -> 6684 bytes 2 files changed, 1 insertion(+), 1 deletion(-) create mode 100644 test-logs/output-seeded-4.txt diff --git a/placement.py b/placement.py index b497c49..f3e5acb 100644 --- a/placement.py +++ b/placement.py @@ -294,7 +294,7 @@ def train_placement( lr=0.1, lambda_wirelength=5.0, lambda_overlap=1000.0, - warmup_fraction=0.2, + warmup_fraction=0.15, verbose=True, log_interval=100, ): diff --git a/test-logs/output-seeded-4.txt b/test-logs/output-seeded-4.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1aaa4b4e3a24f58d780b8e9dff0de3777a98668 GIT binary patch literal 6684 zcmd6s+iKfD5QYbOSLi$V(uI=PI#^Pn7a^o+AxT5*kjr9n2G$d;D zYk5~|DXCTnjIdb^c)rK`xjZ0kEN|qseAu9i z@*K;7?8vU{$svA6GJ?Fj@(F1NxR|n!dk5)zGE})kIhD`qeG~PeOee7S6jweTed$4i z1x90zJI7;;e|+o6ca&Pl4gNhMb%wV))Mm~UB^EM4imt`+{i$kg2`~2Kj`|hact9QY zaw9+F9_44av*odTQ!O%u?O)+}hcrsYTuS>DWheMga#(tbyso@eeX+k0(zG;v*%sR#DluH*f%oi~F|H#MVxa z7PUV@t=V#HG&{818Rk{qRtWu~rKPpKZq>MJ$rAL|$2DI`H&oVKC_-80*Q?+1gy%8l z>kwByVuq8Tl9Lei);WohT8|Swj_q+`#>S?}<|KrTvXzbOQbkS%u(hGihZ94i4<{*X zYi2tDa?*nZns5?Ua#H3`LdAbQPPFaX;v}?2)+WH_B!C6WX)1COV^$hl z*XN{f)vnJ8HSy0EX*?PLf za5dJ1n8YIH0IT$w+7U1gmGj~giIP?$5!VSX^THiKP!Y3=#Bfg)VJ7C$&4(D{$$W^R zKK{f6@K8qj5%y@@1M9sIeGKDO6JpXzVvY@312hiK&WQE-_r` z`udnqjfsh9e#FrBzPlo>mCcT>NK6Llc<#}Jn5>c*?&aK=#NK!=P;XzP?bjADl&O5r zQzVA*-JW}fESH$9FiU-WOcP?XK23;8Dx(sK;aNfxVi+~e$y_lmF|Uf6y4kJL8+o`CY?{}iW|qvZ+Xrb+8kRE$IUS*t#^)%3VE&al>)VXZO2kKb_kMIf)o aQ=@1(=JuLie`Qz{Rw-nI>y(@Ua{dn Date: Tue, 31 Mar 2026 12:01:27 -0700 Subject: [PATCH 11/15] add leaderboard update (forgot in last commit) --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 5df77c1..cc20ffa 100644 --- a/README.md +++ b/README.md @@ -31,7 +31,7 @@ We will review submissions on a rolling basis. | Rank | Name | Overlap | Wirelength (um) | Runtime (s) | Notes | |------|-----------------|-------------|-----------------|-------------|----------------------| -| 0 | Pratul-Saini | 0.0000 | 0.2557 | 680.62s | Moved some pre-existing computation to GPU. Created some initialization based on connectivity heuristic, added warmup on wirelength, cosine annealing on learning rate. Only ran on first 10 tests for scoring purposes. I separately ran test 11 and placed its results in test-11.txt. Test 12 requires optimization on the problem generation (computing 10^10 overlap values in initial metrics) front seems like as that's where I see hanging. | +| 0 | Pratul-Saini | 0.0000 | 0.2540 | 480.98s | Moved some pre-existing computation to GPU. Created some initialization based on connectivity heuristic, added warmup on wirelength, cosine annealing on learning rate. Only ran on first 10 tests for scoring purposes. I separately ran test 11 and placed its results in test-11.txt. Test 12 requires optimization on the problem generation (computing 10^10 overlap values in initial metrics) front seems like as that's where I see hanging. | | 1 | Brayden Rudisill | 0.0000 | 0.2611 | 50.51 | Timed on a mac air | | 2 | manuhalapeth | 0.0000 | 0.2630 | 196.8 | | | 3 | Neil Teje | 0.0000 | 0.2700 | 24.00s | | From ff8d25071d63ff6f967fa5d030f4d3655aae9de7 Mon Sep 17 00:00:00 2001 From: Pratul-Saini Date: Tue, 31 Mar 2026 12:09:25 -0700 Subject: [PATCH 12/15] Add test 11 run after commit changing warmup ratio --- test-logs/test-11-v2.txt | Bin 0 -> 1666 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 test-logs/test-11-v2.txt diff --git a/test-logs/test-11-v2.txt b/test-logs/test-11-v2.txt new file mode 100644 index 0000000000000000000000000000000000000000..db541a5418cfa4dd76b4796fb2ded02ae78d54a8 GIT binary patch literal 1666 zcmd6o-)a*<6vjX3o!~p{Wd&)o5~UTqD5b4JjHSDwmnHN+Y}1h4R`fM|1Ygl>_4}R4 zv}r6}hr{g5oWI|kb7uC>?~z(vYobdPI@7uCy*u^%-uqMCnK#x;z0ijhBJdn)pdIaM zPoF)8s*QJ7AI%$>;2ii{n7^kgq?Jbc6#G>?515Xe?};hbqcr}`wP^jN8e^~675ZwO zPFG&tn>+LF*0x9{*67rjldP!j_psU!M4aWCU)aZ;ZHRKEZ<<s7=eUTt1NQ)*LX^wuD}Us_UFw^YybP58intJmJcO;m*a znR&!$Ozqr%VP0k4xjU7f#ile7mvLYTIRPuV#K*sA>3!s5`@jmXwQ;~{ync+DV-ThH ztnM^&(gvEo-UXiRXEi}X29oZ!-l(rFTVw<~u5Ln}^7N?B8IUkj0Z{c_-JX49>o0R_ zDl@hGC{9SHpxq1YoZWTrsSJC*iziNXBqKxH&Z0{67hOd*kA2^=$8>_N2Mo3K=m_L* zeYOp8%JxBCMTWcRU37k|{nRhdhrY*^iL)?P?e*FBOEQeNhP?8^jGTpfj(FA3F89&X n&d9aPca3~6TO7NNGuN^4;9tSplkFC3zIbQSYu5dz1Bmn&ry1pE literal 0 HcmV?d00001 From 929f658625a8b008e16333aeb2769c4dabd54cdb Mon Sep 17 00:00:00 2001 From: Pratul-Saini Date: Tue, 31 Mar 2026 13:02:40 -0700 Subject: [PATCH 13/15] Increase lr to 0.2, small fixes, update leaderboard --- README.md | 4 ++-- constants.py | 4 +++- initialization.py | 2 +- placement.py | 5 ++--- test-logs/output-seeded-5.txt | Bin 0 -> 6684 bytes test-logs/output-seeded-6.txt | Bin 0 -> 6684 bytes 6 files changed, 8 insertions(+), 7 deletions(-) create mode 100644 test-logs/output-seeded-5.txt create mode 100644 test-logs/output-seeded-6.txt diff --git a/README.md b/README.md index cc20ffa..a24a12b 100644 --- a/README.md +++ b/README.md @@ -24,14 +24,14 @@ Note: You can use any libraries or frameworks you like, but please ensure that y Also, if you think there are any bugs in the provided code, feel free to fix them and mention the changes in your submission. You may submit multiple solutions to try and increase your score. - +06 We will review submissions on a rolling basis. ## Leaderboard (sorted by overlap) | Rank | Name | Overlap | Wirelength (um) | Runtime (s) | Notes | |------|-----------------|-------------|-----------------|-------------|----------------------| -| 0 | Pratul-Saini | 0.0000 | 0.2540 | 480.98s | Moved some pre-existing computation to GPU. Created some initialization based on connectivity heuristic, added warmup on wirelength, cosine annealing on learning rate. Only ran on first 10 tests for scoring purposes. I separately ran test 11 and placed its results in test-11.txt. Test 12 requires optimization on the problem generation (computing 10^10 overlap values in initial metrics) front seems like as that's where I see hanging. | +| 0 | Pratul-Saini | 0.0000 | 0.2537 | 490.06s | Moved some pre-existing computation to GPU. Created some initialization based on connectivity heuristic, added warmup on wirelength, cosine annealing on learning rate. Only ran on first 10 tests for scoring purposes. I separately ran test 11 and placed its results in test-11.txt. Test 12 requires optimization on the problem generation (computing 10^10 overlap values in initial metrics) front seems like as that's where I see hanging. | | 1 | Brayden Rudisill | 0.0000 | 0.2611 | 50.51 | Timed on a mac air | | 2 | manuhalapeth | 0.0000 | 0.2630 | 196.8 | | | 3 | Neil Teje | 0.0000 | 0.2700 | 24.00s | | diff --git a/constants.py b/constants.py index de37feb..b83826f 100644 --- a/constants.py +++ b/constants.py @@ -7,9 +7,11 @@ STANDARD_CELL_AREAS = [1.0, 2.0, 3.0] STANDARD_CELL_HEIGHT = 1.0 -# Pin count parameters +# Pin parameters MIN_STANDARD_CELL_PINS = 3 MAX_STANDARD_CELL_PINS = 6 +PIN_SIZE = 0.1 # All pins are 0.1 x 0.1 + # Placement parameters CELL_SPACING = 1e-3 # Small spacing to prevent zero-area cells and ensure legal placement diff --git a/initialization.py b/initialization.py index 7de3b8c..71aa5c0 100644 --- a/initialization.py +++ b/initialization.py @@ -106,7 +106,7 @@ def compute_bfs_scores_from_macros(adjacency, macro_indices, num_cells, decay=0. continue visited.add(neighbor) - scores[m, neighbor] += neighbor_decay + scores[m, neighbor] = neighbor_decay if neighbor in macro_set: # Boundary reached — score recorded, do not expand diff --git a/placement.py b/placement.py index f3e5acb..278af21 100644 --- a/placement.py +++ b/placement.py @@ -43,7 +43,7 @@ import torch import torch.optim as optim -from constants import MIN_MACRO_AREA, MAX_MACRO_AREA, STANDARD_CELL_AREAS, STANDARD_CELL_HEIGHT, MIN_STANDARD_CELL_PINS, MAX_STANDARD_CELL_PINS +from constants import MIN_MACRO_AREA, MAX_MACRO_AREA, STANDARD_CELL_AREAS, STANDARD_CELL_HEIGHT, MIN_STANDARD_CELL_PINS, MAX_STANDARD_CELL_PINS, PIN_SIZE from data import CellFeatureIdx, PinFeatureIdx from initialization import initialize_placement @@ -124,7 +124,6 @@ def generate_placement_input(num_macros, num_std_cells): pin_features = torch.zeros(total_pins, 7) # Fixed pin size for all pins (square pins) - PIN_SIZE = 0.1 # All pins are 0.1 x 0.1 pin_idx = 0 for cell_idx in 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15/15] Add some comments --- initialization.py | 24 +++++++++++++++++++++++- 1 file changed, 23 insertions(+), 1 deletion(-) diff --git a/initialization.py b/initialization.py index 71aa5c0..390a075 100644 --- a/initialization.py +++ b/initialization.py @@ -128,11 +128,16 @@ def order_std_cells(score_matrix, std_indices): Returns: ordered: List[int], indices into std_indices in packing order """ + # get std cell scores only std_scores = score_matrix[:, std_indices] # [M, S] + # identify the primary macro for each std cell primary = torch.argmax(std_scores, dim=0) # [S] + # get the score for each std cell's primary macro - this is affinity affinity = std_scores.gather(0, primary.unsqueeze(0)).squeeze(0) + # The primary is an integer while the affinity is a normalized value in [0, 1]. This determines the macro grouping and ordering within each group respectively. Not a very strong ordering, but should be sufficient for a simple initialisation. sort_key = primary.float() - affinity / (affinity.max() + 1e-12) + # Sort based on the above return torch.argsort(sort_key).tolist() @@ -155,10 +160,12 @@ def pack_std_cells(order, std_indices, cell_features, cell_features = cell_features.clone() widths = cell_features[std_indices, CellFeatureIdx.WIDTH] + # Compute how many rows we need and the width of each row total_width = widths.sum().item() num_rows = max(1, int(total_width ** 0.5 / row_height)) row_width = total_width / num_rows + # Cursor tracks the center of the leftmost edge of each std cell. Note row_height of all std cells is 1 cursor_x = 0.0 cursor_y = row_height / 2 @@ -166,6 +173,7 @@ def pack_std_cells(order, std_indices, cell_features, idx = std_indices[s] w = widths[s].item() + # if the next cell doesn't fit in the current row, move cursor to the start of the next row if cursor_x + w > row_width: cursor_y += row_height + spacing cursor_x = 0.0 @@ -174,6 +182,7 @@ def pack_std_cells(order, std_indices, cell_features, cell_features[idx, CellFeatureIdx.Y] = cursor_y cursor_x += w + spacing + # define the bounding box of the packed std cells for macro placement reference and virtual macro creation std_x = cell_features[std_indices, CellFeatureIdx.X] std_y = cell_features[std_indices, CellFeatureIdx.Y] std_w = cell_features[std_indices, CellFeatureIdx.WIDTH] @@ -191,34 +200,47 @@ def place_macros_around_block(score_matrix, macro_indices, std_indices, cell_features, bbox, standoff=5.0): """ Place each macro outside the std cell block, on the side - where its most connected std cells live. + where its most connected std cells live. Macros can overlap """ + # extract coordinates of bounding box of std cells x_min, x_max, y_min, y_max = bbox + + # compute center of the bounding box for reference cx = (x_min + x_max) / 2 cy = (y_min + y_max) / 2 + + # extract coordinates of std cells std_xy = cell_features[std_indices][:, [CellFeatureIdx.X, CellFeatureIdx.Y]] cell_features = cell_features.clone() for m, macro_idx in enumerate(macro_indices): + # Compute the weighted average position of the std cells, using BFS scores as weights. weights = score_matrix[m, std_indices] w_sum = weights.sum().clamp(min=1e-12) target = (weights @ std_xy) / w_sum + # Compute delta from center of bounding box to macro target vector dx = target[0] - cx dy = target[1] - cy + # compute length of delta vector length = (dx**2 + dy**2).sqrt().clamp(min=1e-12) + # normalize delta vector dx, dy = dx / length, dy / length + # extract macro dimensions and compute at least how far horizontally and vertically the macro must be from the bounding box to avoid overlap, plus standoff mw = cell_features[macro_idx, CellFeatureIdx.WIDTH].item() mh = cell_features[macro_idx, CellFeatureIdx.HEIGHT].item() half_w = (x_max - x_min) / 2 + mw / 2 + standoff half_h = (y_max - y_min) / 2 + mh / 2 + standoff + # compute horizontally and vertically how far the macro must travel alogn the delta vector to avoid overlap t_x = half_w / abs(dx) if abs(dx) > 1e-12 else float('inf') t_y = half_h / abs(dy) if abs(dy) > 1e-12 else float('inf') + # Given a box the macro must be contained in, we look for the smallest scaling factor t that moves the macro outside the box along the delta vector t = min(t_x, t_y) + # shift macro from center of bounding box to projected position outside the bounding box cell_features[macro_idx, CellFeatureIdx.X] = cx + dx * t cell_features[macro_idx, CellFeatureIdx.Y] = cy + dy * t