From 61add7d47b042d69bdc8a66cc18ee99547a54c40 Mon Sep 17 00:00:00 2001 From: Abouzar Ghasemi Date: Mon, 23 Mar 2026 07:16:30 -0700 Subject: [PATCH 1/3] adding underfill case --- examples/cfd/underfill/README.md | 393 ++++++++++ examples/cfd/underfill/conf/config.yaml | 36 + .../cfd/underfill/conf/datapipe/graph.yaml | 24 + .../underfill/conf/datapipe/point_cloud.yaml | 25 + .../cfd/underfill/conf/inference/default.yaml | 20 + ...olver_autoregressive_rollout_training.yaml | 48 ++ examples/cfd/underfill/conf/reader/vtp.yaml | 18 + .../cfd/underfill/conf/training/default.yaml | 58 ++ examples/cfd/underfill/datapipe.py | 585 +++++++++++++++ examples/cfd/underfill/inference.py | 603 +++++++++++++++ examples/cfd/underfill/rollout.py | 160 ++++ examples/cfd/underfill/train.py | 708 ++++++++++++++++++ examples/cfd/underfill/vtp_reader.py | 346 +++++++++ 13 files changed, 3024 insertions(+) create mode 100644 examples/cfd/underfill/README.md create mode 100644 examples/cfd/underfill/conf/config.yaml create mode 100644 examples/cfd/underfill/conf/datapipe/graph.yaml create mode 100644 examples/cfd/underfill/conf/datapipe/point_cloud.yaml create mode 100644 examples/cfd/underfill/conf/inference/default.yaml create mode 100644 examples/cfd/underfill/conf/model/transolver_autoregressive_rollout_training.yaml create mode 100644 examples/cfd/underfill/conf/reader/vtp.yaml create mode 100644 examples/cfd/underfill/conf/training/default.yaml create mode 100644 examples/cfd/underfill/datapipe.py create mode 100644 examples/cfd/underfill/inference.py create mode 100644 examples/cfd/underfill/rollout.py create mode 100644 examples/cfd/underfill/train.py create mode 100644 examples/cfd/underfill/vtp_reader.py diff --git a/examples/cfd/underfill/README.md b/examples/cfd/underfill/README.md new file mode 100644 index 0000000000..040539ced8 --- /dev/null +++ b/examples/cfd/underfill/README.md @@ -0,0 +1,393 @@ +# Transient Underfill Flow Prediction using GeoTransolver ๐Ÿงช๐Ÿ’ง๐Ÿ”ฌ + +## Problem Overview + +Automotive and semiconductor packaging rely on **capillary underfill** โ€” liquid epoxy dispensed at one edge of a flip-chip assembly and drawn beneath the chip by capillary action. Predicting how the epoxy front advances over time traditionally requires expensive transient CFD simulations (e.g., ANSYS Fluent). + +This recipe trains a **GeoTransolver** surrogate that learns the mapping directly from simulation data, enabling rapid prediction of the **Epoxy Volume-of-Fluid (VOF)** field across the full time horizon on static 3D meshes. The model: + +- Takes the mesh geometry and initial VOF state as input +- Autoregressively rolls out future VOF states one timestep at a time +- Focuses training signal on the **fluid interface** where the physics is most dynamic + +| Quantity | Description | +|---|---| +| **VOF = 0** | Cell is fully air (no epoxy) | +| **VOF = 1** | Cell is fully filled with epoxy | +| **0 < VOF < 1** | Cell is at the epoxyโ€“air interface | + +The **interface band** (where $0.01 \lt \text{VOF} \lt 0.99$) is the physically interesting region where the flow front advances. Bulk regions (fully filled or fully empty) are trivial and should not dominate the training loss. + +--- + +## Prerequisites + +**Data**: Transient CFD simulation results exported as VTP files containing static mesh coordinates and time-varying `epoxy_vof` fields. + +**Code dependencies**: + +```bash +pip install -r requirements.txt +``` +--- +## Data Format + +### Input: VTP Files + +Each `.vtp` file represents **one simulation case** (one geometry configuration) and contains: + +| Field | Shape | Description | +|---|---|---| +| `Points` | $$[N, 3]$$ | Static mesh node coordinates | +| `epoxy_vof_step00` | $$[N]$$ | VOF at timestep 0 | +| `epoxy_vof_step01` | $$[N]$$ | VOF at timestep 1 | +| โ‹ฎ | โ‹ฎ | โ‹ฎ | +| `epoxy_vof_step19` | $$[N]$$ | VOF at timestep 19 | + +Up to 20 timesteps per case (step00 through stepN). VTP files should be organized in a flat directory: +```bash +data/ +โ”œโ”€โ”€ train/ +โ”‚ โ”œโ”€โ”€ G1.vtp +โ”‚ โ”œโ”€โ”€ G2.vtp +โ”‚ โ””โ”€โ”€ ... +โ””โ”€โ”€ val/ + โ”œโ”€โ”€ G24.vtp + โ””โ”€โ”€ ... + +``` + +### Processed Sample (SimSample) +After the data pipeline processes a VTP file: +```bash +SimSample: + node_features: + "coords": [N, 3] # Normalized mesh coordinates (from t=0) + "features": [N, 1] # Normalized VOF at t=0 + node_target: [N, T-1] # Normalized future VOF (t=1 through t=T-1) + +``` + +This is a point cloud representation (no graph edges). The Transolver uses attention over spatial slices instead of message passing. + +--- +## Architecture + +```text +โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ” +โ”‚ TransolverAutoregressiveRollout โ”‚ +โ”‚ โ”‚ +โ”‚ Input: coords [N, 3] + vof_t [N, 1] โ”‚ +โ”‚ โ”‚ +โ”‚ For each timestep t = 0, 1, ..., T-2: โ”‚ +โ”‚ โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ” โ”‚ +โ”‚ โ”‚ 1. Fourier Features(coords[:, [x,z]]) โ”‚ โ†’ [N, 12] โ”‚ +โ”‚ โ”‚ 2. Concat [vof_t, coords, fourier] โ”‚ โ†’ [N, 16] โ”‚ +โ”‚ โ”‚ 3. GeoTransolver forward pass โ”‚ โ†’ [N, 1] โ”‚ +โ”‚ โ”‚ 4. Sigmoid activation โ”‚ โ†’ [N, 1] โ”‚ +โ”‚ โ”‚ 5. vof_{t+1} = sigmoid(output) โ”‚ โ”‚ +โ”‚ โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜ โ”‚ +โ”‚ โ”‚ +โ”‚ Output: [T-1, N, 1] predicted VOF at all future steps โ”‚ +โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜ +``` + +## Input Feature Composition + +The functional input dimension is **16**: + +| Component | Dimension | Description | +|---|---|---| +| `vof_t` | 1 | Current VOF state | +| `coords` | 3 | Normalized (x, y, z) coordinates | +| `fourier` | 12 | Fourier features of (x, z) with 3 frequencies ร— 2 coords ร— 2 (sin+cos) | +| **Total** | **16** | `functional_dim` in config | + +--- +## Training +Training is managed via Hydra configurations located in conf/. The main script is train.py. + +### Config Structure + +```bash +conf/ +โ”œโ”€โ”€ config.yaml # Hydra root config +โ”œโ”€โ”€ training/ +โ”‚ โ””โ”€โ”€ default.yaml # Training hyperparameters +โ”œโ”€โ”€ model/ +โ”‚ โ””โ”€โ”€ transolver_autoregressive_rollout_training.yaml +โ””โ”€โ”€ reader/ + โ””โ”€โ”€ default.yaml # VTP reader config + +``` +### Launch Training +- Single GPU: +```bash +python train.py + +``` +- Multi-GPU (Distributed Data Parallel): +```bash +torchrun --nproc_per_node= train.py +``` +### Training Loop (per epoch) + +```text +For each sample in dataloader: + 1. Move sample to GPU + 2. Forward: model rolls out T-1 steps on ALL nodes + 3. Loss: compute per-timestep interface MSE + 4. Backward: gradients flow only through interface nodes + 5. Optimizer step with gradient clipping (max_norm=25) + +Scheduler step (cosine annealing with warm restarts) + +``` +The forward pass always processes all nodes so that the transformer has full spatial context for its attention mechanism. Masking is applied only in the loss computation, meaning bulk nodes see zero gradient contribution. + +### Per-Timestep Interface Loss + +At each rollout step $t$, the loss is computed **only** on nodes within the interface band as determined from the ground-truth VOF at that step: + +$$\mathcal{L}_t = \frac{1}{|\mathcal{M}_t|} \sum_{i \in \mathcal{M}_t} \left( \hat{y}_{t,i} - y_{t,i} \right)^2$$ + +where $\mathcal{M}_t = \{i : \text{vof\_lo} < y_{t,i} < \text{vof\_hi}\}$ is the per-timestep interface mask. The total loss averages across all timesteps that contain at least one interface node: + +$$\mathcal{L} = \frac{1}{T_{\text{valid}}} \sum_{t=1}^{T-1} \mathcal{L}_t$$ + +If a timestep has no interface nodes, it is skipped entirely. In the degenerate case where **no** timestep has interface nodes, the loss falls back to full-domain MSE. The method also returns the average percentage of nodes in the interface band, which is logged for monitoring. + +This design ensures that bulk nodes (VOF $\approx$ 0 or VOF $\approx$ 1), which constitute 80โ€“95% of the domain, produce **exactly zero gradient** rather than being merely down-weighted. + +### Logging + +| Metric | TensorBoard Tag | Description | +|---|---|---| +| Training loss | `train/loss` | Epoch-averaged interface MSE | +| Interface % | `train/interface_pct` | Average percentage of nodes in interface band | +| Learning rate | `train/learning_rate` | Current LR | +| Validation MSE | `val/MSE` | Full-domain MSE | +| Validation interface MSE | `val/MSE_interface` | Interface-only MSE | +| Per-timestep MSE | `val/tXX_MSE` | MSE at each rollout step | + +--- +## Configuration Reference + +`conf/training/default.yaml` + +```yaml +# Data +raw_data_dir: "/path/to/train_data" +raw_data_dir_validation: "/path/to/val_data" +debug: False + + +# Training +epochs: 601 +num_time_steps: 10 # T total (rollout = T-1 = 9 steps) +amp: true +start_lr: 0.0002 +end_lr: 0.000001 +scheduler_T0: 50 # restart period in epochs (first cycle length) +scheduler_T_mult: 2 # multiply period by this factor after each restart +num_samples: 23 # Training samples +num_validation_samples: 4 + +# Interface mask configuration +interface_mask: + vof_lo: 0.01 + vof_hi: 0.99 + band_fraction: 0.05 # 0 = no fractional dilation + absolute_expansion: 0 # 0 = core interface only + interface_axis: -1 # Auto-detect + +# Checkpointing +save_chckpoint_freq: 25 +validation_freq: 25 + +``` +`debug` in the training config flows into two `datapipe.py` and `vtp_reader.py`. Set it to True only during initial data validation or when debugging a new dataset. For production training runs, keep it False โ€” the verbose print() output is redundant with the logger and clutters stdout, especially in multi-GPU runs where every rank prints. + + +`conf/model/transolver_autoregressive_rollout_training.yaml` + +```yaml +_target_: rollout.TransolverAutoregressiveRollout + +functional_dim: 16 # 1 (VOF) + 3 (coords) + 12 (Fourier) +out_dim: 1 # Predict VOF only +geometry_dim: 3 # 3D mesh +slice_num: 64 # Transolver spatial slices +n_layers: 5 # Transformer layers +num_time_steps: ${{training.num_time_steps}} +dt: 5e-3 + +``` + +--- + +## Reader: VTP Reader and How to Add Your Own + +The reader (`vtp_reader.py`) opens preprocessed simulation data and produces the arrays the datapipe consumes. It is swappable via **Hydra** so you can adapt the pipeline to different formats. + +--- + +### Built-in VTP Reader +A lightweight VTP reader is provided in `vtp_reader.py`. It treats each `.vtp` file in a directory as a separate simulation run and expects the epoxy VOF time series to be stored as scalar arrays in `point_data` with names like `epoxy_vof_step00`, `epoxy_vof_step01`, etc. + +**The reader:** +* **Loads reference coordinates** from `mesh.points` as $[N, 3]$. +* **Extracts all matching** `epoxy_vof_step*` fields sorted by step index. +* **Stacks them** into a time series array $[T, N, 1]$. +* **Returns a list of dictionaries**, each containing `"coords"` and `"epoxy_vof"`. + +Two naming conventions are supported: `epoxy_vof_step00` and `epoxy_vof_00`. Coordinates are stored as `float64` for precision. + +| Function | Description | +| :--- | :--- | +| `find_vtp_files(base_data_dir)` | Finds and naturally sorts all `.vtp` files in a directory. | +| `load_vtp_file(vtp_path, debug)` | Loads a single VTP file; returns coordinates $[N, 3]$ and fields dict. | +| `process_vtp_data(...)` | Batch-processes all VTP files in a directory. | + +--- + + +## Rollout: Autoregressive Model Wrapper + +The rollout module (`rollout.py`) extends `GeoTransolver` with autoregressive rollout capability and provides the interface band computation used by the loss function. + +--- + +### TransolverAutoregressiveRollout +**Forward Pass Logic:** + +For $t = 0$ to $T-2$: +1. **Compute Fourier features** from `coords[:, [0, 2]]` (x and z). +2. **Concatenate:** $[vof_t, coords, fourier] \to [N, 16]$. +3. **Pass through** `GeoTransolver` backbone. +4. **Apply sigmoid** $\to vof_{t+1}$. +5. **Feed** $vof_{t+1}$ back as input for the next step. + +**Return:** Stacked predictions $[T-1, N, 1]$. + +#### Constructor Parameters +*(Popped from `kwargs` before passing to parent)* + +| Parameter | Default | Description | +| :--- | :--- | :--- | +| `dt` | $5e^{-3}$ | Physical timestep size. | +| `num_time_steps` | 20 | Total timesteps (rollout = $T-1$). | +| `num_fourier_frequencies` | 3 | Number of Fourier frequency bands. | +| `fourier_base` | 1 | Base frequency for Fourier encoding. | + +--- + +### compute_interface_band +Computes a boolean mask selecting nodes near the VOF interface: + +```python +band = compute_interface_band( + vof, # [N] or [N, 1] + coords, # [N, 3] + vof_lo=0.01, # Lower VOF threshold + vof_hi=0.99, # Upper VOF threshold + band_fraction=0.05, + absolute_expansion=None, +) +# Returns: [N] boolean mask +``` + +### Algorithm: +1. **Find core interface nodes** where $\mathrm{vof\_lo} < \mathrm{VOF} < \mathrm{vof\_hi}$. +2. **Auto-detect the interface-normal axis** (the axis with the smallest interface spread). +3. **Compute the coordinate range** of interface nodes along that axis: $[z_{\min}, z_{\max}]$. +4. **Expand** by `absolute_expansion` (or `band_fraction` $\times$ `domain_extent`). +5. **Select all nodes** within the expanded band. + +> **Note:** This expansion ensures that the loss function captures the "movement" of the interface, providing gradients even if the predicted interface is slightly offset from the ground truth. + + +## Pipeline Overview + + +```mermaid +flowchart TD + Disk[(VTP Files on Disk)] --> Reader + + Reader[vtp_reader
Reads .vtp files, extracts coords + epoxy_vof time series] + + Reader -->|"List of dicts: coords [N,3], epoxy_vof [T,N,1]"| Pipe + + Pipe[datapipe
Normalizes, computes stats, creates SimSample objects] + + Pipe -->|"SimSample per index"| Loader + + Loader[DataLoader
Batch size = 1, variable N per sample] + + Loader --> Train + + Train[train.py + rollout
Training loop with per-timestep interface loss
Model performs autoregressive rollout] +``` + +## Directory Structure +```bash +Underfill/ +โ”œโ”€โ”€ README.md # Project documentation +โ”œโ”€โ”€ conf/ # Hydra configuration root +โ”‚ โ”œโ”€โ”€ config.yaml # Top-level Hydra config (selects defaults) +โ”‚ โ”œโ”€โ”€ datapipe/ # Dataset configuration variants +โ”‚ โ”‚ โ”œโ”€โ”€ graph.yaml # Graph-based datapipe (for MeshGraphNet, unused currently) +โ”‚ โ”‚ โ””โ”€โ”€ point_cloud.yaml # Point-cloud datapipe (for GeoTransolver) +โ”‚ โ”œโ”€โ”€ inference/ # Inference settings +โ”‚ โ”‚ โ””โ”€โ”€ default.yaml # Output paths, VTP prefix, error flags +โ”‚ โ”œโ”€โ”€ model/ # Model architecture configs +โ”‚ โ”‚ โ””โ”€โ”€ transolver_autoregressive_rollout_training.yaml # GeoTransolver rollout model +โ”‚ โ”œโ”€โ”€ reader/ # Data reader configs +โ”‚ โ”‚ โ””โ”€โ”€ vtp.yaml # VTP reader (field_name, debug flag) +โ”‚ โ””โ”€โ”€ training/ # Training hyperparameters +โ”‚ โ””โ”€โ”€ default.yaml # Epochs, LR, scheduler, interface mask, paths +โ”œโ”€โ”€ datapipe.py # Dataset class, normalization, SimSample container +โ”œโ”€โ”€ inference.py # Inference script: rollout + save predicted VTPs +โ”œโ”€โ”€ inference.py # Post-hoc error analysis on inference outputs +โ”œโ”€โ”€ outputs/ # Hydra auto-generated output directory (logs, configs) +โ”œโ”€โ”€ rollout.py # Autoregressive model wrapper + interface band computation +โ”œโ”€โ”€ train.py # Training loop, loss, optimizer, validation +โ””โ”€โ”€ vtp_reader.py # VTP file I/O (PyVista-based, generic field discovery) + + +``` + +## Inference + +Use `inference.py` to evaluate a trained model on test data. The script loads a checkpoint, runs autoregressive rollout on each test case, and writes per-timestep VTP files with predicted VOF fields for visualization in ParaView. + +### Launch Inference + +Single GPU: + +```bash +python inference.py +``` + +### How It Works + +The `InferenceWorker` loads the trained checkpoint and processes each test run independently: + +1. **Scanning:** The test data directory is scanned for subdirectories โ€” each subdirectory is considered one simulation run. +2. **Distribution:** Runs are distributed across ranks. Rank $r$ processes `run_dirs[r::world_size]`. +3. **Data Loading:** For each run, a temporary single-sample dataset is constructed via the same `datapipe` used in training, ensuring identical normalization statistics are applied. +4. **Inference:** The model performs a full autoregressive rollout on all nodes (no interface masking at inference time). +5. **Denormalization:** Predictions and coordinates are **denormalized** back to physical units. +6. **Saving:** Per-timestep VTP files are saved under `output_dir/rank{N}/{run_name}/`, each containing the following arrays: + +| Point Data Field | Description | +| :--- | :--- | +| `epoxy_vof_pred` | Predicted VOF at this timestep | +| `epoxy_vof_exact` | Ground-truth VOF (if available) | +| `epoxy_vof_error` | Signed error (pred โˆ’ exact) | +| `epoxy_vof_abs_error` | Absolute error | + +--- + +### Error Reporting +The script computes and prints per-timestep statistics in a formatted table, including prediction mean, standard deviation, value range, fill percentage (VOF > 0.5), and โ€” when ground truth is available โ€” MAE and RMSE. An overall summary is printed at the end of each run \ No newline at end of file diff --git a/examples/cfd/underfill/conf/config.yaml b/examples/cfd/underfill/conf/config.yaml new file mode 100644 index 0000000000..366456843e --- /dev/null +++ b/examples/cfd/underfill/conf/config.yaml @@ -0,0 +1,36 @@ +# SPDX-FileCopyrightText: Copyright (c) 2023 - 2025 NVIDIA CORPORATION & AFFILIATES. +# SPDX-FileCopyrightText: All rights reserved. +# SPDX-License-Identifier: Apache-2.0 +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +hydra: + job: + chdir: True + run: + dir: ./outputs/ + +experiment_name: "Unified-Training" +experiment_desc: "unified training recipe for crash models" +run_desc: "unified training recipe for crash models" + +defaults: + - datapipe: point_cloud # will be overridden by model configs + - model: transolver_autoregressive_rollout_training + - training: default + - inference: default + - _self_ + +reader: + _target_: vtp_reader.Reader + debug: ${training.debug} \ No newline at end of file diff --git a/examples/cfd/underfill/conf/datapipe/graph.yaml b/examples/cfd/underfill/conf/datapipe/graph.yaml new file mode 100644 index 0000000000..3b14a56891 --- /dev/null +++ b/examples/cfd/underfill/conf/datapipe/graph.yaml @@ -0,0 +1,24 @@ +# SPDX-FileCopyrightText: Copyright (c) 2023 - 2025 NVIDIA CORPORATION & AFFILIATES. +# SPDX-FileCopyrightText: All rights reserved. +# SPDX-License-Identifier: Apache-2.0 +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +_target_: datapipe.CrashGraphDataset +_convert_: all +data_dir: ${training.raw_data_dir} +name: crash_train +split: train +num_samples: ${training.num_training_samples} +num_steps: ${training.num_time_steps} +features: [thickness] diff --git a/examples/cfd/underfill/conf/datapipe/point_cloud.yaml b/examples/cfd/underfill/conf/datapipe/point_cloud.yaml new file mode 100644 index 0000000000..735959027e --- /dev/null +++ b/examples/cfd/underfill/conf/datapipe/point_cloud.yaml @@ -0,0 +1,25 @@ +# SPDX-FileCopyrightText: Copyright (c) 2023 - 2025 NVIDIA CORPORATION & AFFILIATES. +# SPDX-FileCopyrightText: All rights reserved. +# SPDX-License-Identifier: Apache-2.0 +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +_target_: datapipe.UnderfillDataset +_convert_: all +data_dir: ${training.raw_data_dir} +num_samples: ${training.num_samples} +num_steps: ${training.num_time_steps} +dt: 5e-3 + +# Only epoxy_vof - no need to specify features list since it's hardcoded +debug: ${training.debug} \ No newline at end of file diff --git a/examples/cfd/underfill/conf/inference/default.yaml b/examples/cfd/underfill/conf/inference/default.yaml new file mode 100644 index 0000000000..b333b57bff --- /dev/null +++ b/examples/cfd/underfill/conf/inference/default.yaml @@ -0,0 +1,20 @@ +# SPDX-FileCopyrightText: Copyright (c) 2023 - 2025 NVIDIA CORPORATION & AFFILIATES. +# SPDX-FileCopyrightText: All rights reserved. +# SPDX-License-Identifier: Apache-2.0 +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +output_dir_pred: "./predicted_vtps" +output_dir_exact: "./exact_vtps" +raw_data_dir_test: "/workspace/aghasemi/isv/ansys/data/converted_output_singleVTU-VTP2/val" +#raw_data_dir_test: raw_data_dir_test:"/workspace/isv/ansys/data/converted_output_singleVTU-VTP/val" \ No newline at end of file diff --git a/examples/cfd/underfill/conf/model/transolver_autoregressive_rollout_training.yaml b/examples/cfd/underfill/conf/model/transolver_autoregressive_rollout_training.yaml new file mode 100644 index 0000000000..40a4cad6f2 --- /dev/null +++ b/examples/cfd/underfill/conf/model/transolver_autoregressive_rollout_training.yaml @@ -0,0 +1,48 @@ +# SPDX-FileCopyrightText: Copyright (c) 2023 - 2025 NVIDIA CORPORATION & AFFILIATES. +# SPDX-FileCopyrightText: All rights reserved. +# SPDX-License-Identifier: Apache-2.0 +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + + + +_target_: rollout.TransolverAutoregressiveRollout +_convert_: all +# --- INPUT DIMENSION CORRECTION --- +# Math: +# 1 (Epoxy VOF) +# + 1 (Pressure) +# + 3 (Velocity Vector) +# + 1 (Time Embedding) +# = 6 Total Input Channels +#functional_dim: 6 +functional_dim: 16 # epoxy_vof(1) + fourier features + +# --- OUTPUT DIMENSION CORRECTION --- +# Math: +# The model predicts the next state of the physics fields. +# 1 (Epoxy VOF) + 1 (Pressure) + 3 (Velocity) = 5 +#out_dim: 5 +out_dim: 1 # epoxy_vof prediction + +geometry_dim: 3 +slice_num: 64 +n_layers: 5 +use_te: false +time_input: false +include_local_features: true +num_time_steps: ${training.num_time_steps} +dt: 5e-3 + + + diff --git a/examples/cfd/underfill/conf/reader/vtp.yaml b/examples/cfd/underfill/conf/reader/vtp.yaml new file mode 100644 index 0000000000..de7d34b528 --- /dev/null +++ b/examples/cfd/underfill/conf/reader/vtp.yaml @@ -0,0 +1,18 @@ +# SPDX-FileCopyrightText: Copyright (c) 2023 - 2025 NVIDIA CORPORATION & AFFILIATES. +# SPDX-FileCopyrightText: All rights reserved. +# SPDX-License-Identifier: Apache-2.0 +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +_target_: vtu_reader.Reader +_convert_: all \ No newline at end of file diff --git a/examples/cfd/underfill/conf/training/default.yaml b/examples/cfd/underfill/conf/training/default.yaml new file mode 100644 index 0000000000..b83d3d4475 --- /dev/null +++ b/examples/cfd/underfill/conf/training/default.yaml @@ -0,0 +1,58 @@ +# SPDX-FileCopyrightText: Copyright (c) 2023 - 2025 NVIDIA CORPORATION & AFFILIATES. +# SPDX-FileCopyrightText: All rights reserved. +# SPDX-License-Identifier: Apache-2.0 +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +# โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ” +# โ”‚ Data โ”‚ +# โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜ + +#raw_data_dir: "/code/aghasemi/isv/ansys/data/converted_output_singleVTU-VTP/train" # TODO change +raw_data_dir: "/workspace/aghasemi/isv/ansys/data/converted_output_singleVTU-VTP2/train_all" +raw_data_dir_validation: "/workspace/aghasemi/isv/ansys/data/converted_output_singleVTU-VTP2/val" +max_workers_preprocessing: 64 # Maximum parallel workers +debug: False + +# โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ” +# โ”‚ Training โ”‚ +# โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜ +epochs: 1201 +num_time_steps: 10 +# Performance +amp: true # Automatic Mixed Precision +use_apex: false # Use Apex FusedAdam if available +num_dataloader_workers: 8 +start_lr: 0.0002 +end_lr: 0.000001 +scheduler_T0: 50 # restart period in epochs (first cycle length) +scheduler_T_mult: 2 # multiply period by this factor after each restart + + +# Training settings +num_samples: 23 +num_validation_samples: 5 +validation_freq: 25 +save_chckpoint_freq: 25 + +interface_mask: + vof_lo: 0.01 # nodes with VOF > this AND < vof_hi are "interface" + vof_hi: 0.99 + band_fraction: 0.05 # dilate by 10% of domain extent along interface-normal axis + interface_axis: -1 # -1 = auto-detect per sample + absolute_expansion: 0 + +ckpt_path: "./checkpoints" +tensorboard_log_dir: ./tensorboard_logs +# Debug mode (verbose output for first batch) + diff --git a/examples/cfd/underfill/datapipe.py b/examples/cfd/underfill/datapipe.py new file mode 100644 index 0000000000..f42b68f96b --- /dev/null +++ b/examples/cfd/underfill/datapipe.py @@ -0,0 +1,585 @@ +# SPDX-FileCopyrightText: Copyright (c) 2023 - 2025 NVIDIA CORPORATION & AFFILIATES. +# SPDX-License-Identifier: Apache-2.0 +""" +Data Pipeline for Transient Epoxy VOF Prediction (Static Mesh). + +Loads VTP files containing: + - Static coordinates: [N, 3] + - Time-varying epoxy_vof: [T, N, 1] + +Output format (per sample): + - node_features["coords"]: [N, 3] normalized coordinates at t=0 + - node_features["features"]: [N, 1] normalized epoxy_vof at t=0 + - node_target: [N, T-1] normalized future epoxy_vof (t=1 to T-1) + +Where T = num_steps (total timesteps including initial). +""" + +import os +import json +import numpy as np +import torch +from typing import Callable, Optional, Any + +from physicsnemo.utils.logging import PythonLogger + +from vtp_reader import Reader + +# โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ• +# Constants +# โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ• + +STATS_DIRNAME = "stats" +NODE_STATS_FILE = "node_stats.json" +FEATURE_STATS_FILE = "feature_stats.json" +EPS = 1e-8 + + +# โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ• +# JSON Utilities +# โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ• + +def save_json(data: dict, filepath: str) -> None: + """Save dictionary to JSON file.""" + with open(filepath, 'w') as f: + json.dump(data, f, indent=2) + + +def load_json(filepath: str) -> dict: + """Load dictionary from JSON file.""" + with open(filepath, 'r') as f: + return json.load(f) + + +# โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ• +# Type Conversion Utilities +# โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ• + +def _to_python_native(value: Any) -> Any: + """ + Recursively convert tensor/numpy values to Python native types. + + This ensures JSON serialization works without any numpy/torch dependencies. + + Args: + value: Any value (tensor, numpy array, list, dict, scalar, etc.) + + Returns: + Python native type (list, dict, float, int, etc.) + """ + if isinstance(value, torch.Tensor): + # Convert tensor to Python list + return value.detach().cpu().tolist() + elif isinstance(value, np.ndarray): + # Convert numpy array to Python list + return value.tolist() + elif isinstance(value, (np.floating, np.float32, np.float64)): + # Convert numpy float to Python float + return float(value) + elif isinstance(value, (np.integer, np.int32, np.int64)): + # Convert numpy int to Python int + return int(value) + elif isinstance(value, dict): + # Recursively convert dict values + return {k: _to_python_native(v) for k, v in value.items()} + elif isinstance(value, (list, tuple)): + # Recursively convert list/tuple elements + return [_to_python_native(v) for v in value] + elif hasattr(value, 'item'): + # Handle any other type with .item() method (scalars) + return value.item() + else: + # Already a Python native type + return value + + +def _to_tensor(value: Any, dtype: torch.dtype = torch.float32) -> torch.Tensor: + """ + Safely convert a value to a torch tensor. + + Handles: torch.Tensor, numpy.ndarray, list, scalar values. + + Args: + value: Input value to convert + dtype: Target dtype + + Returns: + torch.Tensor + """ + if isinstance(value, torch.Tensor): + return value.to(dtype=dtype) + elif isinstance(value, np.ndarray): + return torch.from_numpy(value.copy()).to(dtype=dtype) + elif isinstance(value, (list, tuple)): + return torch.tensor(value, dtype=dtype) + else: + return torch.tensor(value, dtype=dtype) + + +def _to_numpy(value: Any) -> np.ndarray: + """ + Safely convert a value to a numpy array. + + Args: + value: Input value (tensor, array, list, etc.) + + Returns: + numpy.ndarray + """ + if isinstance(value, torch.Tensor): + return value.detach().cpu().numpy() + elif isinstance(value, np.ndarray): + return value + else: + return np.asarray(value) + + +def _stats_to_serializable(stats: dict) -> dict: + """ + Convert stats dict to JSON-serializable format (pure Python types). + + Args: + stats: Dictionary with tensor/array values + + Returns: + Dictionary with Python native types (lists, floats) + """ + return _to_python_native(stats) + + +def _stats_from_serializable(stats: dict, dtype: torch.dtype = torch.float32) -> dict: + """ + Convert stats dict from JSON format back to tensors. + + Args: + stats: Dictionary (with list values from JSON) + dtype: Target tensor dtype + + Returns: + Dictionary with tensor values + """ + return {k: _to_tensor(v, dtype=dtype) for k, v in stats.items()} + + +# โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ• +# SimSample Class +# โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ• + +class SimSample: + """ + Point cloud sample for Transolver (no graph structure). + + Attributes: + node_features: Dictionary containing: + - "coords": [N, 3] static mesh coordinates (normalized) + - "features": [N, 1] epoxy_vof at t=0 (normalized) + node_target: [N, T-1] future epoxy_vof values (normalized) + + Used by: + - rollout.py: Accesses node_features["coords"] and node_features["features"] + - train.py: Accesses node_target for loss computation + """ + + def __init__( + self, + node_features: dict[str, torch.Tensor], + node_target: torch.Tensor, + ): + self.node_features = node_features + self.node_target = node_target + + def to(self, device: torch.device) -> "SimSample": + """Move all tensors to specified device.""" + self.node_features = { + k: v.to(device) for k, v in self.node_features.items() + } + self.node_target = self.node_target.to(device) + return self + + def is_graph(self) -> bool: + """Return False - this is a point cloud, not a graph.""" + return False + + def get_info(self) -> dict: + """Return sample information for debugging.""" + return { + "num_nodes": self.node_features["coords"].shape[0], + "coords_shape": tuple(self.node_features["coords"].shape), + "features_shape": tuple(self.node_features.get("features", torch.tensor([])).shape), + "target_shape": tuple(self.node_target.shape), + } + + def __repr__(self) -> str: + N = self.node_features["coords"].shape[0] + F = self.node_features.get("features", torch.tensor([[]])).shape[-1] + T_target = self.node_target.shape[-1] if self.node_target.ndim > 1 else 0 + return f"SimSample(N={N}, features={F}, T_target={T_target})" + + +# โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ• +# UnderfillDataset Class +# โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ• + +class UnderfillDataset: + """ + Dataset for Transolver training on transient epoxy VOF prediction. + + Handles: + - Loading VTP files with static mesh and time-varying epoxy_vof + - Computing normalization statistics (saved for validation/inference) + - Preparing input/target pairs for autoregressive training + + Expected VTP data format: + - coords: [N, 3] + - epoxy_vof: [T, N, 1] with T timesteps + + Statistics exposed (used by train.py): + - node_stats: {"pos_mean": [3], "pos_std": [3]} + - feature_stats: {"feature_mean": [1], "feature_std": [1]} + """ + + NUM_FEATURES = 1 # Scalar field (epoxy_vof) + + def __init__( + self, + name: str = "dataset", + reader: Optional[Callable] = None, + data_dir: Optional[str] = None, + split: str = "train", + num_samples: int = 1000, + num_steps: int = 20, + logger=None, + dt: float = 5e-3, + debug: bool = False, + **kwargs + ): + """ + Initialize dataset. + + Args: + name: Dataset name for logging + reader: VTP reader callable (default: vtp_reader.Reader) + data_dir: Directory containing VTP files + split: "train", "validation", or "test" + num_samples: Maximum number of samples to load + num_steps: Total time steps (T), including initial state + logger: Logger instance + dt: Time step size (for reference, not used in computation) + debug: Enable verbose output + """ + self.name = name + self.data_dir = data_dir or "." + self.split = split + self.num_samples = num_samples + self.num_steps = min(num_steps, 20) # Max 20 steps (step00 to step19) + self.logger = logger or PythonLogger() + self.dt = dt + self.debug = debug + + self._log(f"\n{'='*70}") + self._log(f"Initializing {self.__class__.__name__}") + self._log(f"{'='*70}") + self._log(f" Name: {name}") + self._log(f" Split: {split}") + self._log(f" Data dir: {self.data_dir}") + self._log(f" Num samples: {num_samples}") + self._log(f" Num steps: {self.num_steps} (T)") + self._log(f" Rollout: {self.num_steps - 1} steps (T-1)") + self._log(f" Feature: epoxy_vof (scalar)") + + # Create stats directory + self._stats_dir = STATS_DIRNAME + os.makedirs(self._stats_dir, exist_ok=True) + + # Initialize reader + if reader is None: + reader = Reader(debug=debug) + + # Load raw data from VTP files + point_data = reader( + data_dir=self.data_dir, + num_samples=num_samples, + split=split, + logger=self.logger, + ) + + if not point_data: + raise ValueError(f"No data loaded from {self.data_dir}") + + # Storage for processed data + self.mesh_pos_seq: list[torch.Tensor] = [] # List of [T, N, 3] + self.epoxy_vof_seq: list[torch.Tensor] = [] # List of [T, N, 1] + + self._log(f"\n Processing {len(point_data)} records...") + + for i, rec in enumerate(point_data): + self._process_record(i, rec) + + self._log(f" Loaded {len(self.mesh_pos_seq)} samples successfully") + + # Compute or load statistics + self._setup_statistics() + + # Apply normalization to all data + self._apply_normalization() + + self.length = len(self.mesh_pos_seq) + + # Print summary and verify shapes + self._print_summary() + + def _log(self, msg: str): + """Log message to logger and optionally print for debug.""" + if self.debug: + print(msg) + if self.logger: + self.logger.info(msg) + + def _process_record(self, idx: int, rec: dict): + """ + Process a single VTP record. + + Args: + idx: Record index + rec: Dictionary with "coords" [N, 3] and "epoxy_vof" [T, N, 1] + """ + # Extract coordinates - handle both numpy and tensor + coords = _to_numpy(rec["coords"]) # [N, 3] + N_nodes = coords.shape[0] + + # Extract epoxy_vof + if "epoxy_vof" not in rec: + raise ValueError(f"Record {idx} missing 'epoxy_vof' field") + + epoxy_vof = _to_numpy(rec["epoxy_vof"]) # [T_file, N, 1] + + T_file = epoxy_vof.shape[0] + T = min(T_file, self.num_steps) + + if self.debug: + print(f"\n Record {idx}: N={N_nodes}, T={T} (available: {T_file})") + + # Static coords replicated for all timesteps: [T, N, 3] + coords_seq = np.tile(coords[np.newaxis, :, :], (T, 1, 1)) + self.mesh_pos_seq.append(torch.from_numpy(coords_seq.copy()).float()) + + # Slice epoxy_vof to desired time steps: [T, N, 1] + epoxy_vof_sliced = epoxy_vof[:T].copy() + self.epoxy_vof_seq.append(torch.from_numpy(epoxy_vof_sliced).float()) + + if self.debug: + print(f" coords: {coords_seq.shape}") + print(f" epoxy_vof: {epoxy_vof_sliced.shape}, " + f"range [{epoxy_vof_sliced.min():.4f}, {epoxy_vof_sliced.max():.4f}]") + + def _setup_statistics(self): + """Compute or load normalization statistics.""" + node_stats_path = os.path.join(self._stats_dir, NODE_STATS_FILE) + feat_stats_path = os.path.join(self._stats_dir, FEATURE_STATS_FILE) + + if self.split == "train": + self._log("\n Computing statistics from training data...") + self.node_stats = self._compute_node_stats() + #self.feature_stats = self._compute_feature_stats() + # Hardcode feature stats to make normalization a no-op + self.feature_stats = { + "feature_mean": torch.zeros(1, dtype=torch.float32), + "feature_std": torch.ones(1, dtype=torch.float32), + } + + # Save for validation/inference (convert to pure Python types) + node_stats_serializable = _stats_to_serializable(self.node_stats) + feat_stats_serializable = _stats_to_serializable(self.feature_stats) + + save_json(node_stats_serializable, node_stats_path) + save_json(feat_stats_serializable, feat_stats_path) + self._log(f" Saved statistics to {self._stats_dir}/") + + else: + # Load from saved training stats + if os.path.exists(node_stats_path) and os.path.exists(feat_stats_path): + self._log(f"\n Loading statistics from {self._stats_dir}/") + self.node_stats = _stats_from_serializable(load_json(node_stats_path)) + #self.feature_stats = _stats_from_serializable(load_json(feat_stats_path)) + # Hardcode feature stats to make normalization a no-op + self.feature_stats = { + "feature_mean": torch.zeros(1, dtype=torch.float32), + "feature_std": torch.ones(1, dtype=torch.float32), + } + else: + self._log("\n WARNING: No saved statistics found, computing from current split") + self._log(" Run training first to generate statistics!") + self.node_stats = self._compute_node_stats() + #self.feature_stats = self._compute_feature_stats() + # Hardcode feature stats to make normalization a no-op + self.feature_stats = { + "feature_mean": torch.zeros(1, dtype=torch.float32), + "feature_std": torch.ones(1, dtype=torch.float32), + } + + # Log statistics +# self._log_statistics() + + def _log_statistics(self): + """Log the computed/loaded statistics.""" + pos_mean = self.node_stats['pos_mean'] + pos_std = self.node_stats['pos_std'] + feat_mean = self.feature_stats['feature_mean'] + feat_std = self.feature_stats['feature_std'] + + self._log(f"\n Statistics:") + + # Handle both tensor and list formats + if isinstance(pos_mean, torch.Tensor): + self._log(f" pos_mean: [{pos_mean[0].item():.6f}, {pos_mean[1].item():.6f}, {pos_mean[2].item():.6f}]") + self._log(f" pos_std: [{pos_std[0].item():.6f}, {pos_std[1].item():.6f}, {pos_std[2].item():.6f}]") + else: + self._log(f" pos_mean: {pos_mean}") + self._log(f" pos_std: {pos_std}") + + if isinstance(feat_mean, torch.Tensor): + self._log(f" feature_mean: {feat_mean.item():.6f}") + self._log(f" feature_std: {feat_std.item():.6f}") + else: + self._log(f" feature_mean: {feat_mean}") + self._log(f" feature_std: {feat_std}") + + def _compute_node_stats(self) -> dict: + """Compute position statistics over all samples and time steps.""" + # Flatten all positions: [Total_points, 3] + all_pos = torch.cat([p.reshape(-1, 3) for p in self.mesh_pos_seq], dim=0) + + mean = torch.mean(all_pos, dim=0) + std = torch.std(all_pos, dim=0) + std = torch.clamp(std, min=EPS) # Prevent division by zero + + return {"pos_mean": mean, "pos_std": std} + + def _compute_feature_stats(self) -> dict: + """Compute epoxy_vof statistics over all samples and time steps.""" + # Flatten all epoxy_vof: [Total_points, 1] + all_vof = torch.cat([f.reshape(-1, 1) for f in self.epoxy_vof_seq], dim=0) + + mean = torch.mean(all_vof, dim=0) + std = torch.std(all_vof, dim=0) + std = torch.clamp(std, min=EPS) # Prevent division by zero + + return {"feature_mean": mean, "feature_std": std} + + def _apply_normalization(self): + """Apply normalization to all loaded data.""" + self._log("\n Applying normalization...") + + # Ensure stats are tensors + pos_mean = _to_tensor(self.node_stats["pos_mean"]) + pos_std = _to_tensor(self.node_stats["pos_std"]) + feat_mean = _to_tensor(self.feature_stats["feature_mean"]) + feat_std = _to_tensor(self.feature_stats["feature_std"]) + + for i in range(len(self.mesh_pos_seq)): + # Normalize positions: [T, N, 3] + # Formula: x_norm = (x - mean) / std + self.mesh_pos_seq[i] = ( + (self.mesh_pos_seq[i] - pos_mean.view(1, 1, -1)) + / pos_std.view(1, 1, -1) + ) + + # Normalize epoxy_vof: [T, N, 1] + # Formula: vof_norm = (vof - mean) / std + self.epoxy_vof_seq[i] = ( + (self.epoxy_vof_seq[i] - feat_mean.view(1, 1, -1)) + / feat_std.view(1, 1, -1) + ) + + def _print_summary(self): + """Print dataset summary and verify tensor shapes.""" + self._log(f"\n{'='*70}") + self._log(f"Dataset Summary: {self.name} ({self.split})") + self._log(f"{'='*70}") + self._log(f" Total samples: {self.length}") + self._log(f" Time steps (T): {self.num_steps}") + self._log(f" Target steps: {self.num_steps - 1} (T-1)") + self._log(f" Feature: epoxy_vof") + self._log(f" Feature dimension: {self.NUM_FEATURES}") + + if self.length > 0: + sample = self[0] + N = sample.node_features['coords'].shape[0] + + self._log(f"\n Sample 0 shapes:") + self._log(f" coords: {sample.node_features['coords'].shape} (expected: [N, 3])") + self._log(f" features: {sample.node_features['features'].shape} (expected: [N, 1])") + self._log(f" target: {sample.node_target.shape} (expected: [N, T-1])") + + # Verify dimensions match expectations + T_target = self.num_steps - 1 + expected_target = (N, T_target) + actual_target = tuple(sample.node_target.shape) + + if actual_target == expected_target: + self._log(f"\n โœ“ All shapes correct") + else: + self._log(f"\n โœ— Target shape mismatch!") + self._log(f" Expected: {expected_target}") + self._log(f" Actual: {actual_target}") + + self._log(f"{'='*70}\n") + + def __len__(self) -> int: + return self.length + + def __getitem__(self, idx: int) -> SimSample: + """ + Get a sample for training/inference. + + Args: + idx: Sample index + + Returns: + SimSample with: + - node_features["coords"]: [N, 3] normalized coordinates + - node_features["features"]: [N, 1] normalized VOF at t=0 + - node_target: [N, T-1] normalized future VOF values + + Shape flow: + pos_seq: [T, N, 3] -> coords: [N, 3] (take t=0) + vof_seq: [T, N, 1] -> features: [N, 1] (take t=0) + -> target: [N, T-1] (take t=1 to T-1) + """ + pos_seq = self.mesh_pos_seq[idx] # [T, N, 3] + vof_seq = self.epoxy_vof_seq[idx] # [T, N, 1] + + # Input: initial state (t=0) + node_features = { + "coords": pos_seq[0], # [N, 3] + "features": vof_seq[0] # [N, 1] + } + + # Target: future states (t=1, t=2, ..., t=T-1) + T = vof_seq.shape[0] + if T > 1: + # vof_seq[1:] -> [T-1, N, 1] + # squeeze(-1) -> [T-1, N] + # transpose -> [N, T-1] + node_target = vof_seq[1:].squeeze(-1).transpose(0, 1) + else: + # No future timesteps available + N = pos_seq.shape[1] + node_target = torch.zeros((N, 0), dtype=torch.float32) + + return SimSample(node_features=node_features, node_target=node_target) + + +# โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ• +# Collate Function +# โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ• + +def simsample_collate(batch: list[SimSample]) -> list[SimSample]: + """ + Custom collate function - returns list of SimSamples. + + Since samples may have different numbers of nodes (N varies), + we cannot stack them into a single tensor. Instead, we return + the list and process samples individually in the training loop. + """ + return batch diff --git a/examples/cfd/underfill/inference.py b/examples/cfd/underfill/inference.py new file mode 100644 index 0000000000..93da7733fa --- /dev/null +++ b/examples/cfd/underfill/inference.py @@ -0,0 +1,603 @@ +# SPDX-FileCopyrightText: Copyright (c) 2023 - 2025 NVIDIA CORPORATION & AFFILIATES. +# SPDX-License-Identifier: Apache-2.0 +""" +Inference Script for Transolver VOF Prediction. + +Loads trained model and runs inference on test data, saving predicted +VOF values to VTP files with preserved mesh structure for visualization. +""" + +import os +import sys +import logging +import tempfile +from dataclasses import dataclass + +import numpy as np +import pyvista as pv + +sys.path.insert(0, os.path.dirname(__file__)) + +import hydra +from hydra.utils import to_absolute_path, instantiate +from omegaconf import DictConfig + +import torch +from torch.utils.data import DataLoader + +from physicsnemo.distributed.manager import DistributedManager +from physicsnemo.utils.logging import PythonLogger, RankZeroLoggingWrapper +from physicsnemo.utils import load_checkpoint + +from datapipe import simsample_collate + +EPS = 1e-8 + + +# โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ• +# Logging Utilities +# โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ• + +@dataclass +class TimestepStats: + """Statistics for a single timestep.""" + mean: float + std: float + min_val: float + max_val: float + filled_pct: float # % of points with VOF > 0.5 + + @classmethod + def from_array(cls, arr: np.ndarray, threshold: float = 0.5) -> "TimestepStats": + arr = arr.flatten() + return cls( + mean=float(arr.mean()), + std=float(arr.std()), + min_val=float(arr.min()), + max_val=float(arr.max()), + filled_pct=float((arr > threshold).sum() / len(arr) * 100), + ) + + +def print_header(title: str, width: int = 80): + """Print a formatted header.""" + print(f"\n{'โ•' * width}") + print(f" {title}") + print(f"{'โ•' * width}") + + +def print_subheader(title: str, width: int = 80): + """Print a formatted subheader.""" + print(f"\n{'โ”€' * width}") + print(f" {title}") + print(f"{'โ”€' * width}") + + +def print_config_table(config: dict, title: str = "Configuration"): + """Print configuration as ASCII table.""" + print(f"\n โ”Œ{'โ”€' * 60}โ”") + print(f" โ”‚ {title:<56} โ”‚") + print(f" โ”œ{'โ”€' * 60}โ”ค") + for key, value in config.items(): + print(f" โ”‚ {key:<25}: {str(value):<30} โ”‚") + print(f" โ””{'โ”€' * 60}โ”˜") + + +def print_prediction_stats_header(): + """Print header for prediction statistics table.""" + print("\n โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ฌโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ฌโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ฌโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”") + print(" โ”‚ โ”‚ PREDICTION โ”‚ GROUND TRUTH โ”‚ ERROR โ”‚") + print(" โ”‚ Step โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ฌโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ฌโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ผโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ฌโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ฌโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ผโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ฌโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ค") + print(" โ”‚ โ”‚ Mean โ”‚ Std โ”‚ Range โ”‚Fill% โ”‚ Mean โ”‚ Std โ”‚ Range โ”‚Fill% โ”‚ MAE โ”‚ RMSE โ”‚") + print(" โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ผโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ผโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ผโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ผโ”€โ”€โ”€โ”€โ”€โ”€โ”ผโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ผโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ผโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ผโ”€โ”€โ”€โ”€โ”€โ”€โ”ผโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ผโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ค") + + +def print_prediction_stats_row( + timestep: int, + pred_stats: TimestepStats, + gt_stats: TimestepStats = None, + mae: float = None, + rmse: float = None, +): + """Print a single row of prediction statistics.""" + pred_range = f"[{pred_stats.min_val:.2f},{pred_stats.max_val:.2f}]" + + if gt_stats is not None: + gt_range = f"[{gt_stats.min_val:.2f},{gt_stats.max_val:.2f}]" + print(f" โ”‚ t={timestep:2d} โ”‚ {pred_stats.mean:7.4f} โ”‚ {pred_stats.std:7.4f} โ”‚{pred_range:>8}โ”‚{pred_stats.filled_pct:5.1f}%โ”‚" + f" {gt_stats.mean:7.4f} โ”‚ {gt_stats.std:7.4f} โ”‚{gt_range:>8}โ”‚{gt_stats.filled_pct:5.1f}%โ”‚" + f" {mae:8.5f} โ”‚ {rmse:7.5f} โ”‚") + else: + print(f" โ”‚ t={timestep:2d} โ”‚ {pred_stats.mean:7.4f} โ”‚ {pred_stats.std:7.4f} โ”‚{pred_range:>8}โ”‚{pred_stats.filled_pct:5.1f}%โ”‚" + f" - โ”‚ - โ”‚ - โ”‚ - โ”‚" + f" - โ”‚ - โ”‚") + + +def print_prediction_stats_footer(): + """Print footer for prediction statistics table.""" + print(" โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ดโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ดโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ดโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ดโ”€โ”€โ”€โ”€โ”€โ”€โ”ดโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ดโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ดโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ดโ”€โ”€โ”€โ”€โ”€โ”€โ”ดโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ดโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜") + + +def print_summary_stats( + total_mae: float, + total_rmse: float, + total_mse: float, + num_timesteps: int, + has_ground_truth: bool, +): + """Print summary statistics.""" + print("\n โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”") + print(" โ”‚ OVERALL STATISTICS โ”‚") + print(" โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ค") + print(f" โ”‚ Total timesteps predicted: {num_timesteps:<32} โ”‚") + + if has_ground_truth: + print(f" โ”‚ Mean Absolute Error (MAE): {total_mae:<32.6f} โ”‚") + print(f" โ”‚ Root Mean Square Error: {total_rmse:<32.6f} โ”‚") + print(f" โ”‚ Mean Square Error (MSE): {total_mse:<32.6f} โ”‚") + else: + print(f" โ”‚ Ground truth: {'Not available':<32} โ”‚") + + print(" โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜") + + +def print_run_summary(run_name: str, num_points: int, num_timesteps: int, output_dir: str): + """Print summary for a single run.""" + print("\n โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”") + print(" โ”‚ RUN SUMMARY โ”‚") + print(" โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ค") + print(f" โ”‚ Run name: {run_name:<42} โ”‚") + print(f" โ”‚ Number of points: {num_points:<42,} โ”‚") + print(f" โ”‚ Timesteps: {num_timesteps:<42} โ”‚") + print(f" โ”‚ Output directory: {output_dir:<42} โ”‚") + print(" โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜") + + +# โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ• +# Tensor Utilities +# โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ• + +def _to_tensor(value, dtype=torch.float32) -> torch.Tensor: + """Safely convert a value to a torch tensor.""" + if isinstance(value, torch.Tensor): + return value.to(dtype=dtype) + return torch.as_tensor(value, dtype=dtype) + + +def _stats_to_device(stats: dict, device: torch.device, dtype=torch.float32) -> dict: + """Convert stats dict to tensors and move to device.""" + return {k: _to_tensor(v, dtype=dtype).to(device) for k, v in stats.items()} + + +def denormalize_vof( + y: torch.Tensor, vof_mean: torch.Tensor, vof_std: torch.Tensor +) -> torch.Tensor: + """Denormalize VOF predictions.""" + if y.ndim == 2: + return y * vof_std.view(1, -1) + vof_mean.view(1, -1) + elif y.ndim == 3: + return y * vof_std.view(1, 1, -1) + vof_mean.view(1, 1, -1) + else: + raise AssertionError(f"Expected [N,1] or [T,N,1], got {y.shape}") + + +def denormalize_coords( + coords: torch.Tensor, pos_mean: torch.Tensor, pos_std: torch.Tensor +) -> torch.Tensor: + """Denormalize coordinates [N, 3].""" + return coords * pos_std.view(1, -1) + pos_mean.view(1, -1) + + +# โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ• +# VTP Saving with Statistics +# โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ• + +def save_vtp_predictions( + coords: torch.Tensor, + preds: list[torch.Tensor], + source_dir: str, + output_dir: str, + prefix: str = "frame", + compute_error: bool = True, + verbose: bool = True, + gt_seq: list[torch.Tensor] | None = None, +) -> dict: + """ + Save predicted VOF values to VTP files, preserving mesh structure. + + Returns: + Dictionary with statistics for logging. + """ + os.makedirs(output_dir, exist_ok=True) + + coords_np = coords.detach().cpu().numpy() + N = coords_np.shape[0] + T = len(preds) + + # Statistics storage + all_pred_stats = [] + all_gt_stats = [] + all_mae = [] + all_rmse = [] + gt_available_count = 0 + + # Try to find reference mesh + reference_mesh = None + reference_file = os.path.join(source_dir, f"{prefix}_000.vtp") + + if os.path.exists(reference_file): + try: + reference_mesh = pv.read(reference_file) + except Exception as e: + logging.warning(f"Could not read reference mesh: {e}") + + # Print statistics header + if verbose: + print_prediction_stats_header() + + for t in range(T): + timestep = t + 1 + pred_np = preds[t].detach().cpu().numpy().squeeze(-1) + + if pred_np.shape[0] != N: + logging.warning(f"Point mismatch at t={timestep}") + continue + + # Compute prediction statistics + pred_stats = TimestepStats.from_array(pred_np) + all_pred_stats.append(pred_stats) + + # Try to read source file + source_file = os.path.join(source_dir, f"{prefix}_{timestep:03d}.vtp") + + mesh = None + gt_np = None + gt_stats = None + mae = None + rmse = None + # Prefer dataset-provided ground truth if available + if compute_error and gt_seq is not None and len(gt_seq) >= timestep: + try: + gt_np = gt_seq[t].detach().cpu().numpy().squeeze() + gt_stats = TimestepStats.from_array(gt_np) + all_gt_stats.append(gt_stats) + error = pred_np - gt_np + mae = float(np.abs(error).mean()) + rmse = float(np.sqrt((error ** 2).mean())) + all_mae.append(mae) + all_rmse.append(rmse) + gt_available_count += 1 + except Exception: + pass + + if os.path.exists(source_file): + try: + mesh = pv.read(source_file) + + if mesh.n_points != N: + mesh = None + else: + # Extract ground truth + #if compute_error: + if True: + for key in ["epoxy_vof", f"epoxy_vof_step{timestep:02d}", "vof"]: + if key in mesh.point_data: + gt_np = np.array(mesh.point_data[key]).squeeze() + break + + if gt_np is not None and gt_np.shape[0] == N: + gt_stats = TimestepStats.from_array(gt_np) + all_gt_stats.append(gt_stats) + + # Compute errors + error = pred_np - gt_np + mae = float(np.abs(error).mean()) + rmse = float(np.sqrt((error ** 2).mean())) + all_mae.append(mae) + all_rmse.append(rmse) + gt_available_count += 1 + + except Exception as e: + logging.warning(f"Could not read source mesh {source_file}: {e}") + + # Print row statistics + if verbose: + print_prediction_stats_row(timestep, pred_stats, gt_stats, mae, rmse) + + # Prepare mesh for saving + if mesh is None: + if reference_mesh is not None and reference_mesh.n_points == N: + mesh = reference_mesh.copy() + else: + mesh = pv.PolyData(coords_np) + + # Clear and add point data + mesh.point_data.clear() + mesh.point_data["epoxy_vof_pred"] = pred_np + + if gt_np is not None and gt_np.shape[0] == N: + mesh.point_data["epoxy_vof_exact"] = gt_np + mesh.point_data["epoxy_vof_error"] = pred_np - gt_np + mesh.point_data["epoxy_vof_abs_error"] = np.abs(pred_np - gt_np) + + # Save + out_file = os.path.join(output_dir, f"{prefix}_{timestep:03d}_pred.vtp") + mesh.save(out_file) + + # Print footer + if verbose: + print_prediction_stats_footer() + + # Compute overall statistics + stats = { + "num_timesteps": T, + "gt_available_count": gt_available_count, + "has_ground_truth": gt_available_count > 0, + } + + if gt_available_count > 0: + stats["total_mae"] = float(np.mean(all_mae)) + stats["total_rmse"] = float(np.mean(all_rmse)) + stats["total_mse"] = float(np.mean([r**2 for r in all_rmse])) + + return stats + + +# โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ• +# Inference Worker +# โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ• + +class InferenceWorker: + """Inference worker for Transolver VOF prediction.""" + + def __init__(self, cfg: DictConfig, logger: PythonLogger, dist: DistributedManager): + self.cfg = cfg + self.logger = logger + self.dist = dist + self.device = dist.device + + # Print initialization header + if dist.rank == 0: + print_header("TRANSOLVER VOF INFERENCE") + + # Build and load model + self.model = instantiate(cfg.model) + logging.getLogger().setLevel(logging.INFO) + self.model.to(self.device) + self.model.eval() + + ckpt_path = cfg.training.ckpt_path + load_checkpoint(ckpt_path, models=self.model, device=self.device) + + # Configuration + self.vtp_prefix = cfg.inference.get("vtp_prefix", "frame") + self.write_vtp = cfg.inference.get("write_vtp", True) + self.compute_error = cfg.inference.get("compute_error", True) + self.output_dir = cfg.inference.get("output_dir", "./predictions") + self.verbose = cfg.inference.get("verbose", True) + + self.rollout_steps = cfg.training.num_time_steps - 1 + self.num_workers = cfg.training.num_dataloader_workers + + # Print configuration + if dist.rank == 0: + print_config_table({ + "Checkpoint": ckpt_path, + "Output directory": self.output_dir, + "VTP prefix": self.vtp_prefix, + "Rollout steps": self.rollout_steps, + "Compute error": self.compute_error, + "Device": str(self.device), + }, title="Inference Configuration") + + self.logger.info(f"[Rank {dist.rank}] Loaded checkpoint {ckpt_path}") + + @torch.no_grad() + def run_on_single_run(self, run_path: str): + """Process a single run directory.""" + run_name = os.path.basename(run_path) + + if self.verbose: + print_subheader(f"Processing Run: {run_name}") + + self.logger.info(f"[Rank {self.dist.rank}] Processing run: {run_name}") + + with tempfile.TemporaryDirectory() as tmpdir: + symlink_path = os.path.join(tmpdir, run_name) + os.symlink(run_path, symlink_path) + + dataset = instantiate( + self.cfg.datapipe, + name="vof_inference", + split="test", + num_steps=self.cfg.training.num_time_steps, + num_samples=1, + logger=self.logger, + data_dir=symlink_path, + ) + + data_stats = dict( + node=_stats_to_device(dataset.node_stats, self.device), + feature=_stats_to_device(dataset.feature_stats, self.device), + ) + + dataloader = DataLoader( + dataset, + batch_size=1, + shuffle=False, + drop_last=False, + pin_memory=True, + num_workers=self.num_workers, + collate_fn=simsample_collate, + ) + + pos_mean = data_stats["node"]["pos_mean"] + pos_std = data_stats["node"]["pos_std"] + vof_mean = data_stats["feature"]["feature_mean"] + vof_std = data_stats["feature"]["feature_std"] + + # Print normalization stats + if self.verbose: + print("\n Normalization Statistics:") + print(f" Position mean: [{pos_mean[0].item():.6f}, {pos_mean[1].item():.6f}, {pos_mean[2].item():.6f}]") + print(f" Position std: [{pos_std[0].item():.6f}, {pos_std[1].item():.6f}, {pos_std[2].item():.6f}]") + print(f" VOF mean: {vof_mean.item():.6f}") + print(f" VOF std: {vof_std.item():.6f}") + + for local_idx, sample in enumerate(dataloader): + if isinstance(sample, list): + sample = sample[0] + sample = sample.to(self.device) + + # Get input statistics + input_vof = sample.node_features["features"].cpu().numpy().flatten() + input_vof_denorm = (input_vof * vof_std.cpu().item() + vof_mean.cpu().item()) + + if self.verbose: + print("\n Input (t=0) Statistics:") + print(f" VOF mean: {input_vof_denorm.mean():.6f}") + print(f" VOF std: {input_vof_denorm.std():.6f}") + print(f" VOF range: [{input_vof_denorm.min():.4f}, {input_vof_denorm.max():.4f}]") + print(f" Filled: {(input_vof_denorm > 0.5).sum() / len(input_vof_denorm) * 100:.1f}%") + + # Forward rollout + if self.verbose: + print("\n Running autoregressive rollout...") + + pred_seq = self.model(sample=sample, data_stats=data_stats) + + # Denormalize + coords_norm = sample.node_features["coords"] + coords = denormalize_coords(coords_norm, pos_mean, pos_std) + + pred_seq_denorm = [ + denormalize_vof(pred_seq[t], vof_mean, vof_std) + for t in range(pred_seq.size(0)) + ] + + # Build ground-truth sequence from dataset target (denormalized) + gt_seq_denorm = ( + sample.node_target.transpose(0, 1).unsqueeze(-1) + ) + gt_seq_denorm = [ + denormalize_vof(gt_seq_denorm[t], vof_mean, vof_std) + for t in range(gt_seq_denorm.size(0)) + ] + + N = coords.size(0) + T_pred = len(pred_seq_denorm) + + # Save and get statistics + if self.write_vtp: + out_dir = os.path.join( + self.output_dir, f"rank{self.dist.rank}", run_name + ) + + stats = save_vtp_predictions( + coords=coords, + preds=pred_seq_denorm, + source_dir=run_path, + output_dir=out_dir, + prefix=self.vtp_prefix, + compute_error=self.compute_error, + verbose=self.verbose, + gt_seq=gt_seq_denorm, + ) + + # Print summary + if self.verbose: + print_summary_stats( + total_mae=stats.get("total_mae", 0), + total_rmse=stats.get("total_rmse", 0), + total_mse=stats.get("total_mse", 0), + num_timesteps=stats["num_timesteps"], + has_ground_truth=stats["has_ground_truth"], + ) + + print_run_summary( + run_name=run_name, + num_points=N, + num_timesteps=T_pred, + output_dir=out_dir, + ) + + self.logger.info(f"[Rank {self.dist.rank}] Saved to {out_dir}") + + self.logger.info(f"[Rank {self.dist.rank}] Finished run: {run_name}") + + +# โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ• +# Main Entry Point +# โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ• + +@hydra.main(version_base="1.3", config_path="conf", config_name="config") +def main(cfg: DictConfig): + """Main inference entry point.""" + DistributedManager.initialize() + dist = DistributedManager() + + logger = PythonLogger("inference") + logger0 = RankZeroLoggingWrapper(logger, dist) + logger0.file_logging() + logging.getLogger().setLevel(logging.INFO) + + # Discover run directories + parent_dir = to_absolute_path(cfg.inference.raw_data_dir_test) + + if not os.path.isdir(parent_dir): + logger0.error(f"Parent directory not found: {parent_dir}") + return + + run_dirs = [d.path for d in os.scandir(parent_dir) if d.is_dir()] + run_dirs.sort() + + if len(run_dirs) == 0: + logger0.error(f"No run directories found under: {parent_dir}") + return + + # Print discovery summary + if dist.rank == 0: + print_header("DATA DISCOVERY") + print(f"\n โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”") + print(f" โ”‚ Data directory: {parent_dir:<45} โ”‚") + print(f" โ”‚ Found {len(run_dirs)} run(s):{' ' * 51}โ”‚") + for i, run_dir in enumerate(run_dirs[:10]): # Show first 10 + run_name = os.path.basename(run_dir) + print(f" โ”‚ {i+1:2d}. {run_name:<55} โ”‚") + if len(run_dirs) > 10: + print(f" โ”‚ ... and {len(run_dirs) - 10} more{' ' * 47}โ”‚") + print(f" โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜") + + logger0.info(f"Found {len(run_dirs)} runs under {parent_dir}") + + # Distribute runs across ranks + my_runs = run_dirs[dist.rank :: dist.world_size] + + if dist.rank == 0: + print(f"\n Distribution across {dist.world_size} rank(s):") + print(f" Rank {dist.rank}: {len(my_runs)} run(s) assigned") + + logger.info(f"[Rank {dist.rank}] Assigned {len(my_runs)} runs.") + + # Create worker and process + worker = InferenceWorker(cfg, logger, dist) + + for i, run_path in enumerate(my_runs): + if dist.rank == 0: + print(f"\n Progress: {i+1}/{len(my_runs)} runs") + worker.run_on_single_run(run_path) + + # Final summary + if dist.rank == 0: + print_header("INFERENCE COMPLETE") + print(f"\n โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”") + print(f" โ”‚ โœ“ Successfully processed {len(my_runs)} run(s){' ' * 35}โ”‚") + print(f" โ”‚ โœ“ Output saved to: {worker.output_dir:<41} โ”‚") + print(f" โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜\n") + + logger0.info("Inference completed successfully.") + + +if __name__ == "__main__": + main() + diff --git a/examples/cfd/underfill/rollout.py b/examples/cfd/underfill/rollout.py new file mode 100644 index 0000000000..4b1335c103 --- /dev/null +++ b/examples/cfd/underfill/rollout.py @@ -0,0 +1,160 @@ +# SPDX-FileCopyrightText: Copyright (c) 2023 - 2025 NVIDIA CORPORATION & AFFILIATES. +# SPDX-License-Identifier: Apache-2.0 +""" +Autoregressive Rollout for Transolver VOF Prediction. + +Training: model processes ALL nodes; per-timestep interface masking + is applied in the loss only (in train.py). +Inference: model processes ALL nodes; no masking needed. +""" + +import torch +from torch.utils.checkpoint import checkpoint as ckpt + +from physicsnemo.experimental.models.geotransolver import GeoTransolver +from datapipe import SimSample + + +def compute_interface_band( + vof: torch.Tensor, + coords: torch.Tensor, + vof_lo: float = 0.01, + vof_hi: float = 0.99, + band_fraction: float = 0.05, + interface_axis: int = -1, + absolute_expansion: float = None, +) -> torch.Tensor: + """ + Compute a boolean mask selecting nodes in/near the VOF interface. + + If absolute_expansion is set, uses that directly as the ยฑ expansion + in coordinate units (useful for normalized coordinates). + Otherwise falls back to band_fraction * domain_extent. + + Returns all-False mask if no interface exists at this timestep. + """ + if vof.ndim == 2: + vof = vof[:, 0] + + N = vof.shape[0] + device = vof.device + + core = (vof > vof_lo) & (vof < vof_hi) + + if not core.any(): + return torch.zeros(N, dtype=torch.bool, device=device) + + # Auto-detect axis + axis = interface_axis + if axis == -1: + iface_coords = coords[core] + spreads = iface_coords.max(dim=0).values - iface_coords.min(dim=0).values + axis = spreads.argmin().item() + + iface_z = coords[core, axis] + z_min = iface_z.min() + z_max = iface_z.max() + + if absolute_expansion is not None: + expansion = absolute_expansion + else: + domain_extent = coords[:, axis].max() - coords[:, axis].min() + 1e-8 + expansion = band_fraction * domain_extent + + band = (coords[:, axis] >= z_min - expansion) & ( + coords[:, axis] <= z_max + expansion + ) + return band + + + + +class TransolverAutoregressiveRollout(GeoTransolver): + """ + GeoTransolver with autoregressive rollout for Epoxy VOF prediction. + + Always processes ALL nodes. Interface masking is handled in the loss + (train.py), not here. + """ + + def __init__(self, *args, **kwargs): + self.dt: float = kwargs.pop("dt", 5e-3) + self.rollout_steps: int = kwargs.pop("num_time_steps", 20) - 1 + self.num_fourier_frequencies: int = kwargs.pop("num_fourier_frequencies", 3) + self.fourier_base: int = kwargs.pop("fourier_base", 1) + kwargs.pop("initial_vel", None) + # Pop any interface params that might be in model config + kwargs.pop("vof_lo", None) + kwargs.pop("vof_hi", None) + kwargs.pop("infer_band_fraction", None) + kwargs.pop("interface_axis", None) + super().__init__(*args, **kwargs) + + def forward(self, sample: SimSample, data_stats: dict, **kwargs) -> torch.Tensor: + """ + Autoregressive rollout on ALL nodes. + + Args: + sample: SimSample with coords [N,3] and features [N,1] + data_stats: normalization statistics + + Returns: + [T, N, 1] predicted VOF for all nodes at all timesteps + """ + coords = sample.node_features["coords"] # [N, 3] + vof_t = sample.node_features["features"] # [N, 1] + + outputs: list[torch.Tensor] = [] + + for t in range(self.rollout_steps): + fourier = self._fourier_features(coords) + fx_t = torch.cat([vof_t, coords, fourier], dim=-1) + + if self.training: + delta = ckpt( + self._forward_step, + fx_t.unsqueeze(0), + coords.unsqueeze(0), + use_reentrant=False, + ).squeeze(0) + else: + delta = self._forward_step( + fx_t.unsqueeze(0), coords.unsqueeze(0) + ).squeeze(0) + + vof_next = torch.sigmoid(delta) + outputs.append(vof_next) + vof_t = vof_next + + return torch.stack(outputs, dim=0) # [T, N, 1] + + def _forward_step(self, fx: torch.Tensor, coords: torch.Tensor) -> torch.Tensor: + return super().forward( + local_embedding=fx, geometry=coords, local_positions=coords + ) + + def _fourier_features(self, coords: torch.Tensor) -> torch.Tensor: + if coords.ndim == 2: + coords = coords.unsqueeze(0)[:, :, [0, 2]] + squeeze = True + else: + squeeze = False + + B, N, D = coords.shape + assert D == 2, f"Expected 2D coordinates, got D={D}" + + freqs = self.fourier_base * ( + 2.0 + ** torch.arange( + self.num_fourier_frequencies, device=coords.device, dtype=coords.dtype + ) + ) + phases = coords.unsqueeze(-1) * (2.0 * torch.pi * freqs) + sin_enc = torch.sin(phases) + cos_enc = torch.cos(phases) + enc = torch.cat([sin_enc, cos_enc], dim=-1) + enc = enc.reshape(B, N, 2 * 2 * self.num_fourier_frequencies) + + if squeeze: + enc = enc.squeeze(0) + return enc diff --git a/examples/cfd/underfill/train.py b/examples/cfd/underfill/train.py new file mode 100644 index 0000000000..0da897426b --- /dev/null +++ b/examples/cfd/underfill/train.py @@ -0,0 +1,708 @@ +# train.py +# SPDX-FileCopyrightText: Copyright (c) 2023 - 2025 NVIDIA CORPORATION & AFFILIATES. +# SPDX-License-Identifier: Apache-2.0 +""" +Training Script for Transolver VOF Prediction. + +Uses per-timestep interface masking: at each rollout step, loss is computed +ONLY on nodes in the interface band (determined from ground truth). +Bulk nodes produce exactly zero gradient โ€” they are excluded from the loss +entirely, not down-weighted. + +The forward pass still processes all nodes so the transformer has full +spatial context for attention. +""" + +import os +import sys +import time +import logging + +sys.path.insert(0, os.path.dirname(__file__)) + +import hydra +from hydra.utils import instantiate +from omegaconf import DictConfig, open_dict + +import torch +from torch.amp import GradScaler, autocast +from torch.nn.parallel import DistributedDataParallel +from torch.utils.data import DataLoader +from torch.utils.data.distributed import DistributedSampler +from torch.utils.tensorboard import SummaryWriter +from torch.optim import Optimizer +from typing import Any, Callable, Sequence + +from physicsnemo.distributed.manager import DistributedManager +from physicsnemo.utils.logging import PythonLogger, RankZeroLoggingWrapper +from physicsnemo.utils import load_checkpoint, save_checkpoint + +from datapipe import SimSample, simsample_collate +from rollout import compute_interface_band + + +def _to_tensor(value, dtype=torch.float32) -> torch.Tensor: + if isinstance(value, torch.Tensor): + return value.to(dtype=dtype) + return torch.as_tensor(value, dtype=dtype) + + +def _stats_to_device(stats: dict, device: torch.device, dtype=torch.float32) -> dict: + return {k: _to_tensor(v, dtype=dtype).to(device) for k, v in stats.items()} + + +class CombinedOptimizer(Optimizer): + """Combine multiple PyTorch optimizers under a single Optimizer-like interface.""" + + def __init__( + self, + optimizers: Sequence[Optimizer], + torch_compile_kwargs: dict[str, Any] | None = None, + ): + if not optimizers: + raise ValueError("`optimizers` must contain at least one optimizer.") + self.optimizers = optimizers + param_groups = [g for opt in optimizers for g in opt.param_groups] + super().__init__(param_groups, defaults={}) + if torch_compile_kwargs is None: + self.step_fns: list[Callable] = [opt.step for opt in optimizers] + else: + self.step_fns: list[Callable] = [ + torch.compile(opt.step, **torch_compile_kwargs) for opt in optimizers + ] + + def zero_grad(self, *args, **kwargs) -> None: + for opt in self.optimizers: + opt.zero_grad(*args, **kwargs) + + def step(self, closure=None) -> None: + for step_fn in self.step_fns: + if closure is None: + step_fn() + else: + step_fn(closure) + + def state_dict(self): + return {"optimizers": [opt.state_dict() for opt in self.optimizers]} + + def load_state_dict(self, state_dict): + for opt, sd in zip(self.optimizers, state_dict["optimizers"]): + opt.load_state_dict(sd) + self.param_groups = [g for opt in self.optimizers for g in opt.param_groups] + + +# โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ• +# Per-Timestep Interface Loss +# โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ• + +class PerTimestepInterfaceLoss(torch.nn.Module): + """ + Per-timestep interface-only loss. + + Uses absolute_expansion for predictable behavior on normalized coords. + """ + + def __init__( + self, + vof_lo: float = 0.01, + vof_hi: float = 0.99, + band_fraction: float = 0.05, + interface_axis: int = -1, + absolute_expansion: float = None, + ): + super().__init__() + self.vof_lo = vof_lo + self.vof_hi = vof_hi + self.band_fraction = band_fraction + self.interface_axis = interface_axis + self.absolute_expansion = absolute_expansion + + def forward( + self, + pred: torch.Tensor, + target: torch.Tensor, + coords: torch.Tensor, + ) -> tuple[torch.Tensor, float]: + T, N, _ = pred.shape + device = pred.device + + total_loss = torch.zeros(1, device=device) + total_interface_nodes = 0 + num_valid_steps = 0 + + for t in range(T): + gt_t = target[t, :, 0] + + band_mask = compute_interface_band( + vof=gt_t, + coords=coords, + vof_lo=self.vof_lo, + vof_hi=self.vof_hi, + band_fraction=self.band_fraction, + interface_axis=self.interface_axis, + absolute_expansion=self.absolute_expansion, + ) + + M = band_mask.sum().item() + if M == 0: + continue + + pred_masked = pred[t, band_mask, :] + target_masked = target[t, band_mask, :] + + step_loss = (pred_masked - target_masked).pow(2).mean() + total_loss = total_loss + step_loss + + total_interface_nodes += M + num_valid_steps += 1 + + if num_valid_steps > 0: + total_loss = total_loss / num_valid_steps + avg_pct = (total_interface_nodes / num_valid_steps) / N * 100.0 + else: + total_loss = (pred - target).pow(2).mean() + avg_pct = 100.0 + + return total_loss, avg_pct + + + +class Trainer: + """ + Trainer with per-timestep interface-only loss. + + Key difference from union-mask approach: + - Forward pass: ALL nodes (full spatial context for attention) + - Loss: ONLY interface nodes at each timestep (5-20% of nodes) + - Bulk nodes: zero gradient contribution + """ + + def __init__(self, cfg: DictConfig, logger0: RankZeroLoggingWrapper): + assert DistributedManager.is_initialized() + self.dist = DistributedManager() + self.cfg = cfg + self.logger = logger0 + + self.rollout_steps = cfg.training.num_time_steps - 1 + self.amp = cfg.training.amp + + # ====== Interface loss config ====== + iface_cfg = getattr(cfg.training, "interface_mask", {}) + self.criterion = PerTimestepInterfaceLoss( + vof_lo=getattr(iface_cfg, "vof_lo", 0.01), + vof_hi=getattr(iface_cfg, "vof_hi", 0.99), + band_fraction=getattr(iface_cfg, "band_fraction", 0.05), + interface_axis=getattr(iface_cfg, "interface_axis", -1), + absolute_expansion=getattr(iface_cfg, "absolute_expansion", None), + ) + + + + + logger0.info( + f"Per-timestep interface loss: VOF in ({self.criterion.vof_lo}, " + f"{self.criterion.vof_hi}), band={self.criterion.band_fraction*100:.0f}%" + ) + + # ====== Dataset Setup ====== + reader = instantiate(cfg.reader) + logging.getLogger().setLevel(logging.INFO) + + dataset = instantiate( + cfg.datapipe, + name="vof_train", + reader=reader, + split="train", + logger=logger0, + ) + logging.getLogger().setLevel(logging.INFO) + + self.data_stats = dict( + node=_stats_to_device(dataset.node_stats, self.dist.device), + feature=_stats_to_device(dataset.feature_stats, self.dist.device), + ) + + sampler = DistributedSampler( + dataset, + num_replicas=self.dist.world_size, + rank=self.dist.rank, + shuffle=True, + ) + + self.dataloader = DataLoader( + dataset, + batch_size=1, + shuffle=False, + drop_last=True, + pin_memory=True, + num_workers=cfg.training.num_dataloader_workers, + sampler=sampler, + collate_fn=simsample_collate, + ) + self.sampler = sampler + + # ====== Validation Dataset ====== + self.val_dataloader = None + self.num_validation_samples = 0 + self.num_validation_replicas = 0 + + if cfg.training.num_validation_samples > 0: + self._setup_validation(cfg, reader, logger0) + + # ====== Model Setup ====== + self.model = instantiate(cfg.model) + logging.getLogger().setLevel(logging.INFO) + self.model.to(self.dist.device) + self.model.train() + + if self.dist.world_size > 1: + self.model = DistributedDataParallel( + self.model, + device_ids=[self.dist.local_rank], + output_device=self.dist.device, + broadcast_buffers=self.dist.broadcast_buffers, + find_unused_parameters=self.dist.find_unused_parameters, + ) + + # ====== Optimization Setup ====== + base_lr = cfg.training.start_lr + weight_decay = getattr(cfg.training, "weight_decay", 1.0e-4) + muon_params = [p for p in self.model.parameters() if p.ndim == 2] + other_params = [p for p in self.model.parameters() if p.ndim != 2] + base_opt = torch.optim.AdamW( + other_params, + lr=base_lr, + weight_decay=weight_decay, + betas=(0.9, 0.999), + eps=1.0e-8, + ) + muon_opt = torch.optim.Muon( + muon_params, + lr=base_lr, + weight_decay=weight_decay, + adjust_lr_fn="match_rms_adamw", + ) + self.optimizer = CombinedOptimizer(optimizers=[muon_opt, base_opt]) + + # ====== Scheduler: CosineAnnealing with warm restarts ====== + scheduler_T0 = getattr(cfg.training, "scheduler_T0", 50) + scheduler_T_mult = getattr(cfg.training, "scheduler_T_mult", 2) + + self.scheduler = torch.optim.lr_scheduler.CosineAnnealingWarmRestarts( + self.optimizer, + T_0=scheduler_T0, + T_mult=scheduler_T_mult, + eta_min=cfg.training.end_lr, + ) + + self.scaler = GradScaler("cuda", enabled=self.amp) + + # ====== Checkpoint Loading ====== + if self.dist.world_size > 1: + torch.distributed.barrier() + + self.epoch_init = load_checkpoint( + cfg.training.ckpt_path, + models=self.model, + optimizer=self.optimizer, + scheduler=self.scheduler, + scaler=self.scaler, + device=self.dist.device, + ) + + # ====== TensorBoard ====== + if self.dist.rank == 0: + self.writer = SummaryWriter(log_dir=cfg.training.tensorboard_log_dir) + + def _setup_validation(self, cfg: DictConfig, reader, logger0): + self.num_validation_replicas = min( + self.dist.world_size, cfg.training.num_validation_samples + ) + self.num_validation_samples = ( + cfg.training.num_validation_samples + // self.num_validation_replicas + * self.num_validation_replicas + ) + logger0.info(f"Number of validation samples: {self.num_validation_samples}") + + val_cfg = self.cfg.datapipe.copy() + with open_dict(val_cfg): + val_cfg.data_dir = self.cfg.training.raw_data_dir_validation + val_cfg.num_samples = self.num_validation_samples + + val_dataset = instantiate( + val_cfg, + name="vof_validation", + reader=reader, + split="validation", + logger=logger0, + ) + + if self.dist.rank < self.num_validation_replicas: + val_sampler = None + if self.dist.world_size > 1: + val_sampler = DistributedSampler( + val_dataset, + num_replicas=self.num_validation_replicas, + rank=self.dist.rank, + shuffle=False, + drop_last=True, + ) + self.val_dataloader = DataLoader( + val_dataset, + batch_size=1, + shuffle=False, + drop_last=True, + pin_memory=True, + num_workers=cfg.training.num_dataloader_workers, + sampler=val_sampler, + collate_fn=simsample_collate, + ) + else: + self.val_dataloader = DataLoader( + torch.utils.data.Subset(val_dataset, []), + batch_size=1, + ) + + def train_step(self, sample: SimSample) -> tuple[torch.Tensor, float]: + """ + Returns: + (loss, interface_pct) for logging + """ + self.optimizer.zero_grad() + loss, interface_pct = self._forward(sample) + self._backward(loss) + return loss.detach(), interface_pct + + def _forward(self, sample: SimSample) -> tuple[torch.Tensor, float]: + """ + Forward pass on ALL nodes, loss on ONLY interface nodes per timestep. + """ + with autocast(device_type="cuda", enabled=self.amp): + # Model forward on full domain: [T, N, 1] + pred = self.model(sample=sample, data_stats=self.data_stats) + + # Target: [N, T] -> [T, N, 1] + target_flat = sample.node_target # [N, T] + T = target_flat.size(1) + + assert T == self.rollout_steps, ( + f"Target time steps {T} != expected {self.rollout_steps}" + ) + + target = target_flat.transpose(0, 1).unsqueeze(-1) # [T, N, 1] + coords = sample.node_features["coords"] # [N, 3] + + # Per-timestep interface-only loss + loss, interface_pct = self.criterion(pred, target, coords) + return loss, interface_pct + + def _backward(self, loss: torch.Tensor): + if self.amp: + self.scaler.scale(loss).backward() + self.scaler.unscale_(self.optimizer) + torch.nn.utils.clip_grad_norm_(self.model.parameters(), max_norm=25.0) + self.scaler.step(self.optimizer) + self.scaler.update() + else: + loss.backward() + torch.nn.utils.clip_grad_norm_(self.model.parameters(), max_norm=25.0) + self.optimizer.step() + + @torch.no_grad() + def validate(self, epoch: int) -> dict: + """Validate with both full-domain and per-timestep interface metrics.""" + self.model.eval() + + MSE_full = torch.zeros(1, device=self.dist.device) + MSE_iface = torch.zeros(1, device=self.dist.device) + MSE_w_time = torch.zeros(self.rollout_steps, device=self.dist.device) + MSE_iface_w_time = torch.zeros(self.rollout_steps, device=self.dist.device) + num_samples = 0 + + for sample in self.val_dataloader: + sample = sample[0].to(self.dist.device) + + pred_seq = self.model(sample=sample, data_stats=self.data_stats) + + N = sample.node_target.size(0) + T = sample.node_target.size(1) + + if T != self.rollout_steps: + continue + + exact_seq = sample.node_target.transpose(0, 1).unsqueeze(-1) + coords = sample.node_features["coords"] + sq_error = (pred_seq - exact_seq).pow(2) + + MSE_w_time += sq_error.mean(dim=(1, 2)) + MSE_full += sq_error.mean() + + for t in range(T): + gt_t = exact_seq[t, :, 0] + band = compute_interface_band( + gt_t, coords, + vof_lo=self.criterion.vof_lo, + vof_hi=self.criterion.vof_hi, + band_fraction=self.criterion.band_fraction, + interface_axis=self.criterion.interface_axis, + absolute_expansion=self.criterion.absolute_expansion, + ) + + if band.any(): + iface_mse = sq_error[t, band, :].mean() + MSE_iface_w_time[t] += iface_mse + MSE_iface += iface_mse / T + + num_samples += 1 + + if self.dist.world_size > 1: + for tensor in [MSE_full, MSE_iface, MSE_w_time, MSE_iface_w_time]: + torch.distributed.all_reduce(tensor, op=torch.distributed.ReduceOp.SUM) + + total = max(self.num_validation_samples, 1) + val_stats = { + "MSE": MSE_full / total, + "MSE_interface": MSE_iface / total, + "MSE_w_time": MSE_w_time / total, + "MSE_interface_w_time": MSE_iface_w_time / total, + } + + self.model.train() + return val_stats + + +@hydra.main(version_base="1.3", config_path="conf", config_name="config") +def main(cfg: DictConfig) -> None: + DistributedManager.initialize() + dist = DistributedManager() + + logger = PythonLogger("train") + logger0 = RankZeroLoggingWrapper(logger, dist) + logger0.file_logging() + + trainer = Trainer(cfg, logger0) + + # โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ• + # Pre-training summary (rank 0 only) + # โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ• + if dist.rank == 0: + # โ”€โ”€ Model parameters โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€ + model_raw = ( + trainer.model.module + if isinstance(trainer.model, DistributedDataParallel) + else trainer.model + ) + total_params = sum(p.numel() for p in model_raw.parameters()) + trainable_params = sum( + p.numel() for p in model_raw.parameters() if p.requires_grad + ) + muon_params = sum( + p.numel() for p in model_raw.parameters() if p.ndim == 2 + ) + other_params = trainable_params - muon_params + + logger0.info("") + logger0.info("=" * 72) + logger0.info(" TRAINING CONFIGURATION") + logger0.info("=" * 72) + + # โ”€โ”€ Data โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€ + logger0.info("") + logger0.info(" โ”Œโ”€ Data โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”") + logger0.info(f" โ”‚ Train dir: {cfg.training.raw_data_dir}") + logger0.info(f" โ”‚ Validation dir: {cfg.training.raw_data_dir_validation}") + logger0.info(f" โ”‚ Train samples: {cfg.training.num_samples}") + logger0.info(f" โ”‚ Validation samples: {cfg.training.num_validation_samples}") + logger0.info(f" โ”‚ Time steps (T): {cfg.training.num_time_steps}") + logger0.info(f" โ”‚ Rollout steps: {trainer.rollout_steps}") + logger0.info(f" โ”‚ Dataloader workers: {cfg.training.num_dataloader_workers}") + logger0.info(" โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜") + + # โ”€โ”€ Model โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€ + logger0.info("") + logger0.info(" โ”Œโ”€ Model โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”") + logger0.info(f" โ”‚ Architecture: {model_raw.__class__.__name__}") + logger0.info(f" โ”‚ Total parameters: {total_params:,}") + logger0.info(f" โ”‚ Trainable: {trainable_params:,}") + logger0.info(f" โ”‚ Muon (2D): {muon_params:,}") + logger0.info(f" โ”‚ AdamW (other): {other_params:,}") + if hasattr(model_raw, "rollout_steps"): + logger0.info(f" โ”‚ Rollout steps: {model_raw.rollout_steps}") + if hasattr(model_raw, "num_fourier_frequencies"): + logger0.info(f" โ”‚ Fourier freqs: {model_raw.num_fourier_frequencies}") + if hasattr(cfg, "model"): + model_cfg = cfg.model + for key in [ + "functional_dim", "out_dim", "geometry_dim", + "slice_num", "n_layers", + ]: + val = getattr(model_cfg, key, None) + if val is not None: + logger0.info(f" โ”‚ {key + ':' :<20} {val}") + logger0.info(" โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜") + + # โ”€โ”€ Optimization โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€ + scheduler_T0 = getattr(cfg.training, "scheduler_T0", 50) + scheduler_T_mult = getattr(cfg.training, "scheduler_T_mult", 2) + + logger0.info("") + logger0.info(" โ”Œโ”€ Optimization โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”") + logger0.info(f" โ”‚ Epochs: {cfg.training.epochs}") + logger0.info(f" โ”‚ Start LR: {cfg.training.start_lr}") + logger0.info(f" โ”‚ End LR (eta_min): {cfg.training.end_lr}") + logger0.info(f" โ”‚ Scheduler: CosineAnnealingWarmRestarts") + logger0.info(f" โ”‚ T_0: {scheduler_T0}") + logger0.info(f" โ”‚ T_mult: {scheduler_T_mult}") + logger0.info(f" โ”‚ Weight decay: {getattr(cfg.training, 'weight_decay', 1e-4)}") + logger0.info(f" โ”‚ Grad clip max_norm: 25.0") + logger0.info(f" โ”‚ AMP enabled: {cfg.training.amp}") + logger0.info(" โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜") + + # โ”€โ”€ Interface loss โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€ + c = trainer.criterion + logger0.info("") + logger0.info(" โ”Œโ”€ Interface Loss โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”") + logger0.info(f" โ”‚ VOF thresholds: ({c.vof_lo}, {c.vof_hi})") + logger0.info(f" โ”‚ Band fraction: {c.band_fraction}") + logger0.info(f" โ”‚ Absolute expansion: {c.absolute_expansion}") + logger0.info(f" โ”‚ Interface axis: {c.interface_axis} (-1 = auto)") + logger0.info(" โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜") + + # โ”€โ”€ Infrastructure โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€ + logger0.info("") + logger0.info(" โ”Œโ”€ Infrastructure โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”") + logger0.info(f" โ”‚ World size: {dist.world_size}") + logger0.info(f" โ”‚ Device: {dist.device}") + logger0.info(f" โ”‚ Checkpoint dir: {cfg.training.ckpt_path}") + logger0.info(f" โ”‚ TensorBoard dir: {cfg.training.tensorboard_log_dir}") + logger0.info(f" โ”‚ Save every: {cfg.training.save_chckpoint_freq} epochs") + logger0.info(f" โ”‚ Validate every: {cfg.training.validation_freq} epochs") + if trainer.epoch_init > 0: + logger0.info(f" โ”‚ Resumed from epoch: {trainer.epoch_init}") + logger0.info(" โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜") + + # โ”€โ”€ Per-layer parameter breakdown (compact) โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€ + logger0.info("") + logger0.info(" โ”Œโ”€ Layer Parameter Breakdown โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”") + logger0.info(f" โ”‚ {'Layer':<40} {'Params':>10} โ”‚") + logger0.info(f" โ”‚ {'โ”€' * 40} {'โ”€' * 10} โ”‚") + for name, param in model_raw.named_parameters(): + if param.requires_grad: + logger0.info( + f" โ”‚ {name:<40} {param.numel():>10,} โ”‚" + ) + logger0.info(" โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜") + + logger0.info("") + logger0.info(f" Total parameters: {total_params:>12,}") + logger0.info(f" Trainable parameters: {trainable_params:>12,}") + logger0.info(f" Model size: {total_params * 4 / 1024**2:>11.2f} MB (fp32)") + + logger0.info("") + logger0.info("=" * 72) + logger0.info(" STARTING TRAINING") + logger0.info("=" * 72) + logger0.info("") + + # โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ• + # Training loop + # โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ• + + + for epoch in range(trainer.epoch_init, cfg.training.epochs): + if trainer.sampler is not None: + trainer.sampler.set_epoch(epoch) + + total_loss = 0.0 + total_iface_pct = 0.0 + num_batches = 0 + start_time = time.time() + + for sample in trainer.dataloader: + sample = sample[0].to(dist.device) + loss, iface_pct = trainer.train_step(sample) + total_loss += loss.item() + total_iface_pct += iface_pct + num_batches += 1 + + trainer.scheduler.step() + + avg_loss = total_loss / max(num_batches, 1) + avg_pct = total_iface_pct / max(num_batches, 1) + epoch_time = time.time() - start_time + + logger0.info( + f"Epoch {epoch + 1:4d}/{cfg.training.epochs} | " + f"Loss: {avg_loss:.4e} | " + f"Iface: {avg_pct:.1f}% | " + f"LR: {trainer.optimizer.param_groups[0]['lr']:.3e} | " + f"Time: {epoch_time:.2f}s" + ) + + if dist.rank == 0: + trainer.writer.add_scalar("train/loss", avg_loss, epoch) + trainer.writer.add_scalar("train/interface_pct", avg_pct, epoch) + trainer.writer.add_scalar( + "train/learning_rate", + trainer.optimizer.param_groups[0]["lr"], + epoch, + ) + + if dist.world_size > 1: + torch.distributed.barrier() + + if dist.rank == 0 and (epoch + 1) % cfg.training.save_chckpoint_freq == 0: + save_checkpoint( + cfg.training.ckpt_path, + models=trainer.model, + optimizer=trainer.optimizer, + scheduler=trainer.scheduler, + scaler=trainer.scaler, + epoch=epoch + 1, + ) + logger0.info(f"Checkpoint saved at epoch {epoch + 1}") + + if ( + cfg.training.num_validation_samples > 0 + and (epoch + 1) % cfg.training.validation_freq == 0 + ): + val_stats = trainer.validate(epoch) + + mse = val_stats["MSE"].item() + mse_i = val_stats["MSE_interface"].item() + + logger0.info( + f"Validation | Full RMSE: {mse**0.5:.4e} | " + f"Interface RMSE: {mse_i**0.5:.4e}" + ) + + if dist.rank == 0: + trainer.writer.add_scalar("val/MSE", mse, epoch) + trainer.writer.add_scalar("val/RMSE", mse**0.5, epoch) + trainer.writer.add_scalar("val/MSE_interface", mse_i, epoch) + trainer.writer.add_scalar("val/RMSE_interface", mse_i**0.5, epoch) + + for t in range(len(val_stats["MSE_w_time"])): + trainer.writer.add_scalar( + f"val/t{t+1:02d}_MSE", + val_stats["MSE_w_time"][t].item(), + epoch, + ) + trainer.writer.add_scalar( + f"val/t{t+1:02d}_MSE_iface", + val_stats["MSE_interface_w_time"][t].item(), + epoch, + ) + + logger0.info("=" * 60) + logger0.info("Training completed!") + logger0.info("=" * 60) + + if dist.rank == 0: + trainer.writer.close() + + +if __name__ == "__main__": + main() + diff --git a/examples/cfd/underfill/vtp_reader.py b/examples/cfd/underfill/vtp_reader.py new file mode 100644 index 0000000000..5ff90d432c --- /dev/null +++ b/examples/cfd/underfill/vtp_reader.py @@ -0,0 +1,346 @@ +# SPDX-FileCopyrightText: Copyright (c) 2023 - 2025 NVIDIA CORPORATION & AFFILIATES. +# SPDX-License-Identifier: Apache-2.0 +""" +VTP File Reader for Transient CFD Simulation Data. + +Reads VTP files containing: + - Static mesh coordinates (points) + - Time-dependent scalar fields stored as numbered point-data arrays + +Naming conventions supported (auto-detected per field): + - _step00, _step01, ... (e.g. epoxy_vof_step00) + - _00, _01, ... (e.g. epoxy_vof_00) +Each VTP file represents one simulation case (e.g., G1, G2, ...) with +multiple time steps. +""" + +import os +import re +import numpy as np +import pyvista as pv +from typing import Optional + + +# โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ• +# Time-series field discovery +# โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ• + +# Patterns ordered from most specific to most permissive. +# Each pattern must expose a named group ``idx`` used for sorting. +_TIME_SERIES_PATTERNS: list[re.Pattern] = [ + # _step00, _step01, ... + re.compile(r"^(?P.+?)_step(?P\d+)$"), + # _t0.000, _t0.005, ... (float time label) + re.compile(r"^(?P.+?)_t(?P\d+\.\d+)$"), + # _00, _01, ... (bare numeric suffix) + re.compile(r"^(?P.+?)_(?P\d+)$"), +] + + +def _discover_time_series( + keys: list[str], + field_name: Optional[str] = None, +) -> dict[str, list[tuple[float, str]]]: + """ + Scan VTP point-data keys and group them into time-series fields. + + Args: + keys: All point-data key names in the VTP file. + field_name: If provided, only return series whose base name matches + this value exactly (case-sensitive). If ``None``, return + every detected series. + + Returns: + ``{field_name: [(sort_key, original_key), ...]}`` sorted by time index. + ``sort_key`` is a float so that both integer step indices and + floating-point time labels are handled uniformly. + """ + # field_name -> list of (sort_key, original_key) + groups: dict[str, list[tuple[float, str]]] = {} + + for key in keys: + for pattern in _TIME_SERIES_PATTERNS: + m = pattern.match(key) + if m is None: + continue + name = m.group("field") + idx = float(m.group("idx")) + + # Filter early when a specific field is requested. + if field_name is not None and name != field_name: + break # no point trying other patterns for this key + + groups.setdefault(name, []).append((idx, key)) + break # matched โ€“ skip remaining patterns for this key + + # Sort each series by time index + for name in groups: + groups[name].sort(key=lambda x: x[0]) + + return groups + + +# โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ• +# File-level helpers +# โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ• + + +def find_vtp_files(base_data_dir: str) -> list[str]: + """ + Find all VTP files in directory, sorted naturally. + + Args: + base_data_dir: Directory to search + + Returns: + List of absolute paths to VTP files, sorted + """ + if not os.path.isdir(base_data_dir): + return [] + + vtps = [ + os.path.join(base_data_dir, f) + for f in os.listdir(base_data_dir) + if f.lower().endswith(".vtp") + ] + + def natural_key(name): + """Sort key for natural ordering (handles numbers properly).""" + return [ + int(s) if s.isdigit() else s.lower() + for s in re.findall(r"\d+|\D+", os.path.basename(name)) + ] + + return sorted(vtps, key=natural_key) + + +def load_vtp_file( + vtp_path: str, + field_name: Optional[str] = None, + debug: bool = False, +) -> tuple[np.ndarray, dict[str, np.ndarray]]: + """ + Load a single VTP file and extract time-series scalar fields. + + Args: + vtp_path: Path to VTP file. + field_name: Base name of the time-series to extract (e.g. + ``"epoxy_vof"``). If ``None``, *every* detected + time-series field is returned. + debug: Enable verbose output. + + Returns: + Tuple of: + - coords: ``[N, 3]`` mesh coordinates + - fields: ``{name: [T, N, 1]}`` for each discovered series + """ + mesh = pv.read(vtp_path) + + if not hasattr(mesh, "points"): + raise ValueError(f"Cannot extract points from {vtp_path}") + + coords = np.array(mesh.points, dtype=np.float64) # [N, 3] + N_nodes = coords.shape[0] + + if debug: + print(f"\n [VTP] {os.path.basename(vtp_path)}") + print(f" Nodes: {N_nodes}") + print( + f" Coords range: " + f"x[{coords[:, 0].min():.4f}, {coords[:, 0].max():.4f}] " + f"y[{coords[:, 1].min():.4f}, {coords[:, 1].max():.4f}] " + f"z[{coords[:, 2].min():.4f}, {coords[:, 2].max():.4f}]" + ) + print(f" Available keys: {list(mesh.point_data.keys())}") + + # โ”€โ”€ Discover time-series fields โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€ + all_keys = list(mesh.point_data.keys()) + series = _discover_time_series(all_keys, field_name=field_name) + + if not series: + hint = f" matching '{field_name}'" if field_name else "" + raise ValueError( + f"No time-series fields{hint} found in {vtp_path}. " + f"Available keys: {all_keys}" + ) + + # โ”€โ”€ Stack each series into [T, N, 1] โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€ + fields: dict[str, np.ndarray] = {} + + for name, entries in series.items(): + if debug: + first_idx = entries[0][0] + last_idx = entries[-1][0] + print( + f" Field '{name}': {len(entries)} steps " + f"(idx {first_idx} โ†’ {last_idx})" + ) + + arrays: list[np.ndarray] = [] + for _idx, key in entries: + arr = np.asarray(mesh.point_data[key], dtype=np.float64) + if arr.ndim != 1: + arr = arr.flatten() + if arr.shape[0] != N_nodes: + raise ValueError( + f"Node count mismatch in '{key}': " + f"got {arr.shape[0]}, expected {N_nodes}" + ) + arrays.append(arr) + + stacked = np.stack(arrays, axis=0)[:, :, np.newaxis] # [T, N, 1] + fields[name] = stacked + + if debug: + print( + f" shape: {stacked.shape}, " + f"range [{stacked.min():.4f}, {stacked.max():.4f}]" + ) + + return coords, fields + + +# โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ• +# Batch processing +# โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ• + + +def process_vtp_data( + data_dir: str, + field_name: Optional[str] = None, + num_samples: Optional[int] = None, + logger=None, + debug: bool = False, +) -> list[dict]: + """ + Process all VTP files in a directory. + + Args: + data_dir: Directory containing VTP files. + field_name: Base name of the time-series to extract (passed to + ``load_vtp_file``). ``None`` โ†’ auto-detect all. + num_samples: Maximum number of files to process. + logger: Logger instance. + debug: Enable verbose output. + + Returns: + List of dictionaries, each containing: + - ``"coords"``: ``[N, 3]`` coordinates + - One key per discovered field: ``[T, N, 1]`` + """ + vtp_files = find_vtp_files(data_dir) + + if not vtp_files: + msg = f"No VTP files found in: {data_dir}" + if logger: + logger.error(msg) + print(f"ERROR: {msg}") + return [] + + if debug: + print(f"\n{'=' * 60}") + print("VTP Data Processing") + print(f"{'=' * 60}") + print(f" Directory: {data_dir}") + print(f" Found: {len(vtp_files)} VTP files") + print(f" Requested: {num_samples or 'all'}") + print(f" Field: {field_name or '(auto-detect all)'}") + + data_records: list[dict] = [] + + for i, vtp_path in enumerate(vtp_files): + if num_samples is not None and i >= num_samples: + break + + if logger: + logger.info(f"Processing: {os.path.basename(vtp_path)}") + + try: + coords, fields = load_vtp_file( + vtp_path, field_name=field_name, debug=debug + ) + record = {"coords": coords, **fields} + data_records.append(record) + + except Exception as e: + msg = f"Error processing {vtp_path}: {e}" + if logger: + logger.error(msg) + print(f"ERROR: {msg}") + continue + + if debug: + print(f"\n Successfully processed {len(data_records)} files") + if data_records: + rec = data_records[0] + print(" First record:") + for k, v in rec.items(): + print(f" {k}: {v.shape}") + print(f"{'=' * 60}\n") + + return data_records + + +# โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ• +# Hydra-compatible Reader class +# โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ• + + +class Reader: + """ + VTP Reader class for integration with datapipe. + + The ``field_name`` parameter controls which time-series is extracted: + + - ``"epoxy_vof"`` โ†’ extracts ``epoxy_vof_step00``, ``epoxy_vof_step01``, โ€ฆ + - ``None`` โ†’ auto-detects and returns *all* time-series fields + + Usage:: + + reader = Reader(field_name="epoxy_vof", debug=True) + records = reader(data_dir="./data", num_samples=10, split="train") + """ + + def __init__( + self, + field_name: Optional[str] = "epoxy_vof", + debug: bool = False, + ): + """ + Initialize reader. + + Args: + field_name: Base name of the time-series field to extract. + Set to ``None`` to auto-detect all fields. + debug: Enable verbose output. + """ + self.field_name = field_name + self.debug = debug + + def __call__( + self, + data_dir: str, + num_samples: int, + split: Optional[str] = None, + logger=None, + **kwargs, + ) -> list[dict]: + """ + Load VTP data. + + Args: + data_dir: Directory containing VTP files. + num_samples: Maximum number of samples to load. + split: Data split name (for logging). + logger: Logger instance. + + Returns: + List of data record dictionaries. + """ + return process_vtp_data( + data_dir=data_dir, + field_name=self.field_name, + num_samples=num_samples, + logger=logger, + debug=self.debug, + ) From f80c1fabb013cf91406015f88ed43119e951c6d3 Mon Sep 17 00:00:00 2001 From: Abouzar Ghasemi Date: Mon, 30 Mar 2026 14:26:16 -0700 Subject: [PATCH 2/3] adding AI prediction resutls --- examples/cfd/underfill/README.md | 44 +++ .../underfill/conf/datapipe/point_cloud.yaml | 3 +- .../cfd/underfill/conf/inference/default.yaml | 2 +- examples/cfd/underfill/conf/reader/vtp.yaml | 4 +- .../cfd/underfill/conf/training/default.yaml | 16 +- examples/cfd/underfill/datapipe.py | 304 ++++++++++++------ examples/cfd/underfill/inference.py | 121 +++---- 7 files changed, 322 insertions(+), 172 deletions(-) diff --git a/examples/cfd/underfill/README.md b/examples/cfd/underfill/README.md index 040539ced8..cb19585221 100644 --- a/examples/cfd/underfill/README.md +++ b/examples/cfd/underfill/README.md @@ -20,6 +20,50 @@ The **interface band** (where $0.01 \lt \text{VOF} \lt 0.99$) is the physically --- +The model was trained on a limited dataset comprising just 20 samples for training and 2 for validation/testing, targeting the epoxy Volume of Fluid (VOF) simulation. Despite the remarkably small dataset size, the model demonstrates a strong ability to accurately capture the interface dynamics. As illustrated in the animation below, the predicted interface evolution closely tracks the expected behavior, highlighting the model's data efficiency and generalization capability. + +

+ Epoxy VOF Animation +
+ Predicted vs Ground Truth VOF interface evolution over 19 time steps +

+ + +The table below summarizes the model's performance across 19 autoregressive time steps. **Fill %** represents the percentage of the domain occupied by epoxy (VOF โ‰ฅ 0.5), while **MAE** and **RMSE** quantify the per-cell prediction error against the ground truth. + +| Step | Pred Fill % | GT Fill % | MAE | RMSE | +|:----:|:-----------:|:---------:|:-------:|:-------:| +| t=1 | 24.7% | 25.2% | 0.01243 | 0.04910 | +| t=2 | 29.5% | 31.6% | 0.02136 | 0.07739 | +| t=3 | 34.2% | 37.1% | 0.02482 | 0.08044 | +| t=4 | 39.9% | 41.9% | 0.02181 | 0.07051 | +| t=5 | 44.1% | 46.2% | 0.01836 | 0.06124 | +| t=6 | 48.4% | 50.0% | 0.01859 | 0.05923 | +| t=7 | 52.5% | 53.8% | 0.01537 | 0.05151 | +| t=8 | 56.4% | 57.4% | 0.01560 | 0.05329 | +| t=9 | 59.7% | 60.6% | 0.01461 | 0.04989 | +| t=10 | 62.4% | 63.2% | 0.01488 | 0.04992 | +| t=11 | 64.9% | 65.8% | 0.01490 | 0.04892 | +| t=12 | 66.7% | 67.6% | 0.01426 | 0.04572 | +| t=13 | 68.3% | 69.1% | 0.01366 | 0.04367 | +| t=14 | 69.8% | 70.7% | 0.01405 | 0.04585 | +| t=15 | 71.4% | 72.1% | 0.01285 | 0.04219 | +| t=16 | 72.7% | 73.6% | 0.01410 | 0.04543 | +| t=17 | 74.0% | 74.9% | 0.01478 | 0.04581 | +| t=18 | 75.1% | 76.3% | 0.01666 | 0.05027 | +| t=19 | 76.4% | 77.5% | 0.01758 | 0.05143 | + +**Column Descriptions:** +- **Step** โ€” Autoregressive rollout time step. +- **Pred Fill %** โ€” Predicted percentage of the domain filled with epoxy. +- **GT Fill %** โ€” Ground truth fill percentage from the CFD simulation. +- **MAE** โ€” Mean Absolute Error between predicted and ground truth VOF fields. +- **RMSE** โ€” Root Mean Square Error between predicted and ground truth VOF fields. + +> The model maintains low MAE (โ‰ค 0.025) and RMSE (โ‰ค 0.08) throughout all 19 time steps, with the predicted fill percentage closely tracking the ground truth (maximum deviation of ~2.9% at t=3). Errors remain stable and do not diverge over time, demonstrating robust autoregressive rollout even with a training set of only 20 samples. + + + ## Prerequisites **Data**: Transient CFD simulation results exported as VTP files containing static mesh coordinates and time-varying `epoxy_vof` fields. diff --git a/examples/cfd/underfill/conf/datapipe/point_cloud.yaml b/examples/cfd/underfill/conf/datapipe/point_cloud.yaml index 735959027e..d8cfa87a5b 100644 --- a/examples/cfd/underfill/conf/datapipe/point_cloud.yaml +++ b/examples/cfd/underfill/conf/datapipe/point_cloud.yaml @@ -17,9 +17,10 @@ _target_: datapipe.UnderfillDataset _convert_: all data_dir: ${training.raw_data_dir} +stats_dir: null # Default: /stats/ (i.e., ./outputs/stats/) num_samples: ${training.num_samples} num_steps: ${training.num_time_steps} dt: 5e-3 # Only epoxy_vof - no need to specify features list since it's hardcoded -debug: ${training.debug} \ No newline at end of file +debug: ${training.debug} diff --git a/examples/cfd/underfill/conf/inference/default.yaml b/examples/cfd/underfill/conf/inference/default.yaml index b333b57bff..6fd2240715 100644 --- a/examples/cfd/underfill/conf/inference/default.yaml +++ b/examples/cfd/underfill/conf/inference/default.yaml @@ -16,5 +16,5 @@ output_dir_pred: "./predicted_vtps" output_dir_exact: "./exact_vtps" -raw_data_dir_test: "/workspace/aghasemi/isv/ansys/data/converted_output_singleVTU-VTP2/val" +raw_data_dir_test: "/workspace/data/val" #raw_data_dir_test: raw_data_dir_test:"/workspace/isv/ansys/data/converted_output_singleVTU-VTP/val" \ No newline at end of file diff --git a/examples/cfd/underfill/conf/reader/vtp.yaml b/examples/cfd/underfill/conf/reader/vtp.yaml index de7d34b528..c3362faf76 100644 --- a/examples/cfd/underfill/conf/reader/vtp.yaml +++ b/examples/cfd/underfill/conf/reader/vtp.yaml @@ -14,5 +14,5 @@ # See the License for the specific language governing permissions and # limitations under the License. -_target_: vtu_reader.Reader -_convert_: all \ No newline at end of file +_target_: vtp_reader.Reader +_convert_: all diff --git a/examples/cfd/underfill/conf/training/default.yaml b/examples/cfd/underfill/conf/training/default.yaml index b83d3d4475..526ebc28cb 100644 --- a/examples/cfd/underfill/conf/training/default.yaml +++ b/examples/cfd/underfill/conf/training/default.yaml @@ -18,18 +18,16 @@ # โ”‚ Data โ”‚ # โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜ -#raw_data_dir: "/code/aghasemi/isv/ansys/data/converted_output_singleVTU-VTP/train" # TODO change -raw_data_dir: "/workspace/aghasemi/isv/ansys/data/converted_output_singleVTU-VTP2/train_all" -raw_data_dir_validation: "/workspace/aghasemi/isv/ansys/data/converted_output_singleVTU-VTP2/val" +raw_data_dir: "/workspace/data/train" +raw_data_dir_validation: "/workspace/data/val" max_workers_preprocessing: 64 # Maximum parallel workers -debug: False +debug: True # Debug mode (verbose output) # โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ” # โ”‚ Training โ”‚ # โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜ -epochs: 1201 -num_time_steps: 10 -# Performance +epochs: 1601 +num_time_steps: 20 amp: true # Automatic Mixed Precision use_apex: false # Use Apex FusedAdam if available num_dataloader_workers: 8 @@ -38,8 +36,6 @@ end_lr: 0.000001 scheduler_T0: 50 # restart period in epochs (first cycle length) scheduler_T_mult: 2 # multiply period by this factor after each restart - -# Training settings num_samples: 23 num_validation_samples: 5 validation_freq: 25 @@ -54,5 +50,5 @@ interface_mask: ckpt_path: "./checkpoints" tensorboard_log_dir: ./tensorboard_logs -# Debug mode (verbose output for first batch) + diff --git a/examples/cfd/underfill/datapipe.py b/examples/cfd/underfill/datapipe.py index f42b68f96b..5b1c0f8f2d 100644 --- a/examples/cfd/underfill/datapipe.py +++ b/examples/cfd/underfill/datapipe.py @@ -9,10 +9,31 @@ Output format (per sample): - node_features["coords"]: [N, 3] normalized coordinates at t=0 - - node_features["features"]: [N, 1] normalized epoxy_vof at t=0 - - node_target: [N, T-1] normalized future epoxy_vof (t=1 to T-1) + - node_features["features"]: [N, 1] epoxy_vof at t=0 (raw, unnormalized) + - node_target: [N, T-1] future epoxy_vof (t=1 to T-1, raw) Where T = num_steps (total timesteps including initial). + +Note on VOF normalization: + Feature (epoxy_vof) normalization is intentionally set to identity + (mean=0, std=1) so that the model operates on raw VOF values in [0, 1]. + Empirically, the dataset has mean โ‰ˆ 0.510 and std โ‰ˆ 0.485, which is + close to a 50/50 bimodal distribution of 0s and 1s. Since the data is + already in a well-scaled range and the affine transform would be nearly + symmetric (mapping [0,1] โ†’ [โˆ’1.05, +1.01]), the benefit of z-score + normalization is marginal. Keeping raw values simplifies post-processing + (clamping, thresholding) and maintains physical interpretability. + + To re-enable VOF normalization, set USE_VOF_NORMALIZATION = True below + and ensure that inference.py denormalization remains consistent. + +Note on stats directory: + Normalization statistics are saved to and loaded from a ``stats/`` + subdirectory inside the Hydra output directory (``hydra.run.dir``). + With the default config (``hydra.run.dir: ./outputs/``, + ``hydra.job.chdir: True``), this resolves to ``./outputs/stats/``, + keeping stats co-located with checkpoints, logs, and predictions. + The path can be overridden via the ``stats_dir`` constructor argument. """ import os @@ -34,9 +55,14 @@ FEATURE_STATS_FILE = "feature_stats.json" EPS = 1e-8 +# Set to True to enable z-score normalization of VOF values. +# When False, feature_stats are identity (mean=0, std=1) making +# normalization a no-op. See module docstring for rationale. +USE_VOF_NORMALIZATION = False + # โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ• -# JSON Utilities +# JSON Utilities # โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ• def save_json(data: dict, filepath: str) -> None: @@ -58,51 +84,43 @@ def load_json(filepath: str) -> dict: def _to_python_native(value: Any) -> Any: """ Recursively convert tensor/numpy values to Python native types. - + This ensures JSON serialization works without any numpy/torch dependencies. - + Args: value: Any value (tensor, numpy array, list, dict, scalar, etc.) - + Returns: Python native type (list, dict, float, int, etc.) """ if isinstance(value, torch.Tensor): - # Convert tensor to Python list return value.detach().cpu().tolist() elif isinstance(value, np.ndarray): - # Convert numpy array to Python list return value.tolist() elif isinstance(value, (np.floating, np.float32, np.float64)): - # Convert numpy float to Python float return float(value) elif isinstance(value, (np.integer, np.int32, np.int64)): - # Convert numpy int to Python int return int(value) elif isinstance(value, dict): - # Recursively convert dict values return {k: _to_python_native(v) for k, v in value.items()} elif isinstance(value, (list, tuple)): - # Recursively convert list/tuple elements return [_to_python_native(v) for v in value] elif hasattr(value, 'item'): - # Handle any other type with .item() method (scalars) return value.item() else: - # Already a Python native type return value def _to_tensor(value: Any, dtype: torch.dtype = torch.float32) -> torch.Tensor: """ Safely convert a value to a torch tensor. - + Handles: torch.Tensor, numpy.ndarray, list, scalar values. - + Args: value: Input value to convert dtype: Target dtype - + Returns: torch.Tensor """ @@ -119,10 +137,10 @@ def _to_tensor(value: Any, dtype: torch.dtype = torch.float32) -> torch.Tensor: def _to_numpy(value: Any) -> np.ndarray: """ Safely convert a value to a numpy array. - + Args: value: Input value (tensor, array, list, etc.) - + Returns: numpy.ndarray """ @@ -137,10 +155,10 @@ def _to_numpy(value: Any) -> np.ndarray: def _stats_to_serializable(stats: dict) -> dict: """ Convert stats dict to JSON-serializable format (pure Python types). - + Args: stats: Dictionary with tensor/array values - + Returns: Dictionary with Python native types (lists, floats) """ @@ -150,17 +168,57 @@ def _stats_to_serializable(stats: dict) -> dict: def _stats_from_serializable(stats: dict, dtype: torch.dtype = torch.float32) -> dict: """ Convert stats dict from JSON format back to tensors. - + Args: stats: Dictionary (with list values from JSON) dtype: Target tensor dtype - + Returns: Dictionary with tensor values """ return {k: _to_tensor(v, dtype=dtype) for k, v in stats.items()} +# โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ• +# Stats Directory Resolution +# โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ• + +def _resolve_stats_dir(stats_dir: Optional[str] = None) -> str: + """ + Resolve the stats directory to a stable absolute path. + + Resolution order: + 1. Explicit ``stats_dir`` if provided (from config override). + 2. ``/stats/`` via Hydra's runtime config. + With default config (``hydra.run.dir: ./outputs/``), this + resolves to ``/outputs/stats/``. + 3. ``./stats/`` as fallback when not running under Hydra + (e.g., unit tests, notebooks). + + Using Hydra's output directory rather than relying on ``os.getcwd()`` + ensures that training, validation, and inference always find the same + stats files, even if ``hydra.job.chdir`` is changed to False or + ``hydra.run.dir`` is modified. + + Args: + stats_dir: Explicit override path, or None for auto-resolution. + + Returns: + Absolute path to the stats directory. + """ + if stats_dir is not None: + return os.path.abspath(stats_dir) + + # Derive from Hydra's output directory when available + try: + from hydra.core.hydra_config import HydraConfig + hydra_output = HydraConfig.get().runtime.output_dir + return os.path.abspath(os.path.join(hydra_output, STATS_DIRNAME)) + except Exception: + # Not running under Hydra (unit tests, notebooks, standalone scripts) + return os.path.abspath(STATS_DIRNAME) + + # โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ• # SimSample Class # โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ• @@ -168,13 +226,13 @@ def _stats_from_serializable(stats: dict, dtype: torch.dtype = torch.float32) -> class SimSample: """ Point cloud sample for Transolver (no graph structure). - + Attributes: node_features: Dictionary containing: - "coords": [N, 3] static mesh coordinates (normalized) - - "features": [N, 1] epoxy_vof at t=0 (normalized) - node_target: [N, T-1] future epoxy_vof values (normalized) - + - "features": [N, 1] epoxy_vof at t=0 (raw unless USE_VOF_NORMALIZATION) + node_target: [N, T-1] future epoxy_vof values + Used by: - rollout.py: Accesses node_features["coords"] and node_features["features"] - train.py: Accesses node_target for loss computation @@ -223,17 +281,17 @@ def __repr__(self) -> str: class UnderfillDataset: """ Dataset for Transolver training on transient epoxy VOF prediction. - + Handles: - Loading VTP files with static mesh and time-varying epoxy_vof - Computing normalization statistics (saved for validation/inference) - Preparing input/target pairs for autoregressive training - + Expected VTP data format: - coords: [N, 3] - epoxy_vof: [T, N, 1] with T timesteps - - Statistics exposed (used by train.py): + + Statistics exposed (used by train.py and inference.py): - node_stats: {"pos_mean": [3], "pos_std": [3]} - feature_stats: {"feature_mean": [1], "feature_std": [1]} """ @@ -251,11 +309,12 @@ def __init__( logger=None, dt: float = 5e-3, debug: bool = False, + stats_dir: Optional[str] = None, **kwargs ): """ Initialize dataset. - + Args: name: Dataset name for logging reader: VTP reader callable (default: vtp_reader.Reader) @@ -266,6 +325,9 @@ def __init__( logger: Logger instance dt: Time step size (for reference, not used in computation) debug: Enable verbose output + stats_dir: Explicit path for normalization statistics directory. + If None (default), resolves to ``/stats/`` + (i.e., ``./outputs/stats/`` with the default config). """ self.name = name self.data_dir = data_dir or "." @@ -286,10 +348,13 @@ def __init__( self._log(f" Num steps: {self.num_steps} (T)") self._log(f" Rollout: {self.num_steps - 1} steps (T-1)") self._log(f" Feature: epoxy_vof (scalar)") + self._log(f" VOF norm: {'z-score' if USE_VOF_NORMALIZATION else 'identity (no-op)'}") - # Create stats directory - self._stats_dir = STATS_DIRNAME + # Resolve stats directory to a stable absolute path. + # Default: /stats/ โ†’ ./outputs/stats/ + self._stats_dir = _resolve_stats_dir(stats_dir) os.makedirs(self._stats_dir, exist_ok=True) + self._log(f" Stats dir: {self._stats_dir}") # Initialize reader if reader is None: @@ -311,7 +376,7 @@ def __init__( self.epoxy_vof_seq: list[torch.Tensor] = [] # List of [T, N, 1] self._log(f"\n Processing {len(point_data)} records...") - + for i, rec in enumerate(point_data): self._process_record(i, rec) @@ -338,21 +403,19 @@ def _log(self, msg: str): def _process_record(self, idx: int, rec: dict): """ Process a single VTP record. - + Args: idx: Record index rec: Dictionary with "coords" [N, 3] and "epoxy_vof" [T, N, 1] """ - # Extract coordinates - handle both numpy and tensor coords = _to_numpy(rec["coords"]) # [N, 3] N_nodes = coords.shape[0] - # Extract epoxy_vof if "epoxy_vof" not in rec: raise ValueError(f"Record {idx} missing 'epoxy_vof' field") - + epoxy_vof = _to_numpy(rec["epoxy_vof"]) # [T_file, N, 1] - + T_file = epoxy_vof.shape[0] T = min(T_file, self.num_steps) @@ -373,52 +436,78 @@ def _process_record(self, idx: int, rec: dict): f"range [{epoxy_vof_sliced.min():.4f}, {epoxy_vof_sliced.max():.4f}]") def _setup_statistics(self): - """Compute or load normalization statistics.""" + """Compute or load normalization statistics. + + Position (coordinate) statistics are always computed via z-score + normalization since coordinate ranges vary across geometries. + + VOF feature statistics are controlled by USE_VOF_NORMALIZATION: + - False (default): identity transform (mean=0, std=1). VOF values + remain in their natural [0, 1] range. This is appropriate because + the data is bimodal (mean โ‰ˆ 0.51, std โ‰ˆ 0.49) and already + well-scaled. Raw values simplify clamping and thresholding. + - True: z-score normalization computed from training data. Maps + [0, 1] โ†’ [โ‰ˆ โˆ’1.05, โ‰ˆ +1.01]. May improve convergence if the + model architecture benefits from zero-centered inputs. + + Statistics are stored in self._stats_dir (absolute path resolved + from hydra.run.dir), ensuring training, validation, and inference + always reference the same files. + """ node_stats_path = os.path.join(self._stats_dir, NODE_STATS_FILE) feat_stats_path = os.path.join(self._stats_dir, FEATURE_STATS_FILE) if self.split == "train": self._log("\n Computing statistics from training data...") self.node_stats = self._compute_node_stats() - #self.feature_stats = self._compute_feature_stats() - # Hardcode feature stats to make normalization a no-op - self.feature_stats = { - "feature_mean": torch.zeros(1, dtype=torch.float32), - "feature_std": torch.ones(1, dtype=torch.float32), - } - - # Save for validation/inference (convert to pure Python types) - node_stats_serializable = _stats_to_serializable(self.node_stats) - feat_stats_serializable = _stats_to_serializable(self.feature_stats) - - save_json(node_stats_serializable, node_stats_path) - save_json(feat_stats_serializable, feat_stats_path) + + if USE_VOF_NORMALIZATION: + self.feature_stats = self._compute_feature_stats() + self._log(" VOF normalization: z-score (computed from data)") + else: + self.feature_stats = self._identity_feature_stats() + self._log(" VOF normalization: identity (no-op)") + + # Save for validation/inference + save_json(_stats_to_serializable(self.node_stats), node_stats_path) + save_json(_stats_to_serializable(self.feature_stats), feat_stats_path) self._log(f" Saved statistics to {self._stats_dir}/") - + else: # Load from saved training stats if os.path.exists(node_stats_path) and os.path.exists(feat_stats_path): self._log(f"\n Loading statistics from {self._stats_dir}/") self.node_stats = _stats_from_serializable(load_json(node_stats_path)) - #self.feature_stats = _stats_from_serializable(load_json(feat_stats_path)) - # Hardcode feature stats to make normalization a no-op - self.feature_stats = { - "feature_mean": torch.zeros(1, dtype=torch.float32), - "feature_std": torch.ones(1, dtype=torch.float32), - } + + if USE_VOF_NORMALIZATION: + self.feature_stats = _stats_from_serializable(load_json(feat_stats_path)) + self._log(" VOF normalization: z-score (loaded from file)") + else: + self.feature_stats = self._identity_feature_stats() + self._log(" VOF normalization: identity (no-op)") else: - self._log("\n WARNING: No saved statistics found, computing from current split") + self._log(f"\n WARNING: No saved statistics found at {self._stats_dir}/") + self._log(" Expected files:") + self._log(f" {node_stats_path}") + self._log(f" {feat_stats_path}") self._log(" Run training first to generate statistics!") + self._log(" Computing from current split as fallback.") self.node_stats = self._compute_node_stats() - #self.feature_stats = self._compute_feature_stats() - # Hardcode feature stats to make normalization a no-op - self.feature_stats = { - "feature_mean": torch.zeros(1, dtype=torch.float32), - "feature_std": torch.ones(1, dtype=torch.float32), - } - # Log statistics -# self._log_statistics() + if USE_VOF_NORMALIZATION: + self.feature_stats = self._compute_feature_stats() + else: + self.feature_stats = self._identity_feature_stats() + + self._log_statistics() + + @staticmethod + def _identity_feature_stats() -> dict: + """Return identity (no-op) feature statistics: mean=0, std=1.""" + return { + "feature_mean": torch.zeros(1, dtype=torch.float32), + "feature_std": torch.ones(1, dtype=torch.float32), + } def _log_statistics(self): """Log the computed/loaded statistics.""" @@ -426,17 +515,16 @@ def _log_statistics(self): pos_std = self.node_stats['pos_std'] feat_mean = self.feature_stats['feature_mean'] feat_std = self.feature_stats['feature_std'] - - self._log(f"\n Statistics:") - - # Handle both tensor and list formats + + self._log(f"\n Statistics (from {self._stats_dir}):") + if isinstance(pos_mean, torch.Tensor): self._log(f" pos_mean: [{pos_mean[0].item():.6f}, {pos_mean[1].item():.6f}, {pos_mean[2].item():.6f}]") self._log(f" pos_std: [{pos_std[0].item():.6f}, {pos_std[1].item():.6f}, {pos_std[2].item():.6f}]") else: self._log(f" pos_mean: {pos_mean}") self._log(f" pos_std: {pos_std}") - + if isinstance(feat_mean, torch.Tensor): self._log(f" feature_mean: {feat_mean.item():.6f}") self._log(f" feature_std: {feat_std.item():.6f}") @@ -444,33 +532,45 @@ def _log_statistics(self): self._log(f" feature_mean: {feat_mean}") self._log(f" feature_std: {feat_std}") + if not USE_VOF_NORMALIZATION: + self._log(f" (VOF normalization is identity โ€” model sees raw [0, 1] values)") + def _compute_node_stats(self) -> dict: """Compute position statistics over all samples and time steps.""" - # Flatten all positions: [Total_points, 3] all_pos = torch.cat([p.reshape(-1, 3) for p in self.mesh_pos_seq], dim=0) - + mean = torch.mean(all_pos, dim=0) std = torch.std(all_pos, dim=0) - std = torch.clamp(std, min=EPS) # Prevent division by zero - + std = torch.clamp(std, min=EPS) + return {"pos_mean": mean, "pos_std": std} def _compute_feature_stats(self) -> dict: - """Compute epoxy_vof statistics over all samples and time steps.""" - # Flatten all epoxy_vof: [Total_points, 1] + """Compute epoxy_vof statistics over all samples and time steps. + + Used when USE_VOF_NORMALIZATION is True. Maps VOF from [0, 1] to + approximately [-1, +1] via z-score normalization. + + When USE_VOF_NORMALIZATION is False (default), this method is not + called and identity stats (mean=0, std=1) are used instead. + """ all_vof = torch.cat([f.reshape(-1, 1) for f in self.epoxy_vof_seq], dim=0) - + mean = torch.mean(all_vof, dim=0) std = torch.std(all_vof, dim=0) - std = torch.clamp(std, min=EPS) # Prevent division by zero - + std = torch.clamp(std, min=EPS) + return {"feature_mean": mean, "feature_std": std} def _apply_normalization(self): - """Apply normalization to all loaded data.""" + """Apply normalization to all loaded data. + + Coordinates are always z-score normalized. + VOF values are normalized only if USE_VOF_NORMALIZATION is True; + otherwise the identity transform is applied (no change). + """ self._log("\n Applying normalization...") - # Ensure stats are tensors pos_mean = _to_tensor(self.node_stats["pos_mean"]) pos_std = _to_tensor(self.node_stats["pos_std"]) feat_mean = _to_tensor(self.feature_stats["feature_mean"]) @@ -478,16 +578,15 @@ def _apply_normalization(self): for i in range(len(self.mesh_pos_seq)): # Normalize positions: [T, N, 3] - # Formula: x_norm = (x - mean) / std self.mesh_pos_seq[i] = ( - (self.mesh_pos_seq[i] - pos_mean.view(1, 1, -1)) + (self.mesh_pos_seq[i] - pos_mean.view(1, 1, -1)) / pos_std.view(1, 1, -1) ) - + # Normalize epoxy_vof: [T, N, 1] - # Formula: vof_norm = (vof - mean) / std + # When USE_VOF_NORMALIZATION is False, this is (x - 0) / 1 = x self.epoxy_vof_seq[i] = ( - (self.epoxy_vof_seq[i] - feat_mean.view(1, 1, -1)) + (self.epoxy_vof_seq[i] - feat_mean.view(1, 1, -1)) / feat_std.view(1, 1, -1) ) @@ -501,21 +600,23 @@ def _print_summary(self): self._log(f" Target steps: {self.num_steps - 1} (T-1)") self._log(f" Feature: epoxy_vof") self._log(f" Feature dimension: {self.NUM_FEATURES}") + self._log(f" VOF normalization: {'z-score' if USE_VOF_NORMALIZATION else 'identity (no-op)'}") + self._log(f" Stats directory: {self._stats_dir}") if self.length > 0: sample = self[0] N = sample.node_features['coords'].shape[0] - + self._log(f"\n Sample 0 shapes:") self._log(f" coords: {sample.node_features['coords'].shape} (expected: [N, 3])") self._log(f" features: {sample.node_features['features'].shape} (expected: [N, 1])") self._log(f" target: {sample.node_target.shape} (expected: [N, T-1])") - + # Verify dimensions match expectations T_target = self.num_steps - 1 expected_target = (N, T_target) actual_target = tuple(sample.node_target.shape) - + if actual_target == expected_target: self._log(f"\n โœ“ All shapes correct") else: @@ -531,16 +632,16 @@ def __len__(self) -> int: def __getitem__(self, idx: int) -> SimSample: """ Get a sample for training/inference. - + Args: idx: Sample index - + Returns: SimSample with: - node_features["coords"]: [N, 3] normalized coordinates - - node_features["features"]: [N, 1] normalized VOF at t=0 - - node_target: [N, T-1] normalized future VOF values - + - node_features["features"]: [N, 1] VOF at t=0 + - node_target: [N, T-1] future VOF values + Shape flow: pos_seq: [T, N, 3] -> coords: [N, 3] (take t=0) vof_seq: [T, N, 1] -> features: [N, 1] (take t=0) @@ -559,7 +660,7 @@ def __getitem__(self, idx: int) -> SimSample: T = vof_seq.shape[0] if T > 1: # vof_seq[1:] -> [T-1, N, 1] - # squeeze(-1) -> [T-1, N] + # squeeze(-1) -> [T-1, N] # transpose -> [N, T-1] node_target = vof_seq[1:].squeeze(-1).transpose(0, 1) else: @@ -577,9 +678,10 @@ def __getitem__(self, idx: int) -> SimSample: def simsample_collate(batch: list[SimSample]) -> list[SimSample]: """ Custom collate function - returns list of SimSamples. - + Since samples may have different numbers of nodes (N varies), we cannot stack them into a single tensor. Instead, we return the list and process samples individually in the training loop. """ return batch + diff --git a/examples/cfd/underfill/inference.py b/examples/cfd/underfill/inference.py index 93da7733fa..b5494acc17 100644 --- a/examples/cfd/underfill/inference.py +++ b/examples/cfd/underfill/inference.py @@ -46,7 +46,7 @@ class TimestepStats: min_val: float max_val: float filled_pct: float # % of points with VOF > 0.5 - + @classmethod def from_array(cls, arr: np.ndarray, threshold: float = 0.5) -> "TimestepStats": arr = arr.flatten() @@ -101,7 +101,7 @@ def print_prediction_stats_row( ): """Print a single row of prediction statistics.""" pred_range = f"[{pred_stats.min_val:.2f},{pred_stats.max_val:.2f}]" - + if gt_stats is not None: gt_range = f"[{gt_stats.min_val:.2f},{gt_stats.max_val:.2f}]" print(f" โ”‚ t={timestep:2d} โ”‚ {pred_stats.mean:7.4f} โ”‚ {pred_stats.std:7.4f} โ”‚{pred_range:>8}โ”‚{pred_stats.filled_pct:5.1f}%โ”‚" @@ -130,14 +130,14 @@ def print_summary_stats( print(" โ”‚ OVERALL STATISTICS โ”‚") print(" โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ค") print(f" โ”‚ Total timesteps predicted: {num_timesteps:<32} โ”‚") - + if has_ground_truth: print(f" โ”‚ Mean Absolute Error (MAE): {total_mae:<32.6f} โ”‚") print(f" โ”‚ Root Mean Square Error: {total_rmse:<32.6f} โ”‚") print(f" โ”‚ Mean Square Error (MSE): {total_mse:<32.6f} โ”‚") else: print(f" โ”‚ Ground truth: {'Not available':<32} โ”‚") - + print(" โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜") @@ -204,7 +204,14 @@ def save_vtp_predictions( ) -> dict: """ Save predicted VOF values to VTP files, preserving mesh structure. - + + Ground-truth resolution order: + 1. Dataset-provided ``gt_seq`` (denormalized tensor list). + 2. VOF arrays found inside the source VTP file on disk. + + Only the first source that succeeds is used so that statistics are + never double-counted. + Returns: Dictionary with statistics for logging. """ @@ -213,32 +220,32 @@ def save_vtp_predictions( coords_np = coords.detach().cpu().numpy() N = coords_np.shape[0] T = len(preds) - + # Statistics storage all_pred_stats = [] all_gt_stats = [] all_mae = [] all_rmse = [] gt_available_count = 0 - + # Try to find reference mesh reference_mesh = None reference_file = os.path.join(source_dir, f"{prefix}_000.vtp") - + if os.path.exists(reference_file): try: reference_mesh = pv.read(reference_file) except Exception as e: logging.warning(f"Could not read reference mesh: {e}") - + # Print statistics header if verbose: print_prediction_stats_header() - + for t in range(T): timestep = t + 1 pred_np = preds[t].detach().cpu().numpy().squeeze(-1) - + if pred_np.shape[0] != N: logging.warning(f"Point mismatch at t={timestep}") continue @@ -246,16 +253,17 @@ def save_vtp_predictions( # Compute prediction statistics pred_stats = TimestepStats.from_array(pred_np) all_pred_stats.append(pred_stats) - - # Try to read source file + + # Try to read source file (always, for mesh structure) source_file = os.path.join(source_dir, f"{prefix}_{timestep:03d}.vtp") - + mesh = None gt_np = None gt_stats = None mae = None rmse = None - # Prefer dataset-provided ground truth if available + + # โ”€โ”€ Ground-truth source 1: dataset-provided gt_seq โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€ if compute_error and gt_seq is not None and len(gt_seq) >= timestep: try: gt_np = gt_seq[t].detach().cpu().numpy().squeeze() @@ -269,41 +277,40 @@ def save_vtp_predictions( gt_available_count += 1 except Exception: pass - + + # โ”€โ”€ Load source VTP for mesh structure (and fallback GT) โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€ if os.path.exists(source_file): try: mesh = pv.read(source_file) - + if mesh.n_points != N: mesh = None - else: - # Extract ground truth - #if compute_error: - if True: - for key in ["epoxy_vof", f"epoxy_vof_step{timestep:02d}", "vof"]: - if key in mesh.point_data: - gt_np = np.array(mesh.point_data[key]).squeeze() - break - - if gt_np is not None and gt_np.shape[0] == N: - gt_stats = TimestepStats.from_array(gt_np) - all_gt_stats.append(gt_stats) - - # Compute errors - error = pred_np - gt_np - mae = float(np.abs(error).mean()) - rmse = float(np.sqrt((error ** 2).mean())) - all_mae.append(mae) - all_rmse.append(rmse) - gt_available_count += 1 - + elif gt_stats is None and compute_error: + # Fall back to extracting ground truth from VTP file + for key in ["epoxy_vof", f"epoxy_vof_step{timestep:02d}", "vof"]: + if key in mesh.point_data: + gt_np = np.array(mesh.point_data[key]).squeeze() + break + + if gt_np is not None and gt_np.shape[0] == N: + gt_stats = TimestepStats.from_array(gt_np) + all_gt_stats.append(gt_stats) + + # Compute errors + error = pred_np - gt_np + mae = float(np.abs(error).mean()) + rmse = float(np.sqrt((error ** 2).mean())) + all_mae.append(mae) + all_rmse.append(rmse) + gt_available_count += 1 + except Exception as e: logging.warning(f"Could not read source mesh {source_file}: {e}") - + # Print row statistics if verbose: print_prediction_stats_row(timestep, pred_stats, gt_stats, mae, rmse) - + # Prepare mesh for saving if mesh is None: if reference_mesh is not None and reference_mesh.n_points == N: @@ -314,7 +321,7 @@ def save_vtp_predictions( # Clear and add point data mesh.point_data.clear() mesh.point_data["epoxy_vof_pred"] = pred_np - + if gt_np is not None and gt_np.shape[0] == N: mesh.point_data["epoxy_vof_exact"] = gt_np mesh.point_data["epoxy_vof_error"] = pred_np - gt_np @@ -323,23 +330,23 @@ def save_vtp_predictions( # Save out_file = os.path.join(output_dir, f"{prefix}_{timestep:03d}_pred.vtp") mesh.save(out_file) - + # Print footer if verbose: print_prediction_stats_footer() - + # Compute overall statistics stats = { "num_timesteps": T, "gt_available_count": gt_available_count, "has_ground_truth": gt_available_count > 0, } - + if gt_available_count > 0: stats["total_mae"] = float(np.mean(all_mae)) stats["total_rmse"] = float(np.mean(all_rmse)) stats["total_mse"] = float(np.mean([r**2 for r in all_rmse])) - + return stats @@ -359,7 +366,7 @@ def __init__(self, cfg: DictConfig, logger: PythonLogger, dist: DistributedManag # Print initialization header if dist.rank == 0: print_header("TRANSOLVER VOF INFERENCE") - + # Build and load model self.model = instantiate(cfg.model) logging.getLogger().setLevel(logging.INFO) @@ -368,7 +375,7 @@ def __init__(self, cfg: DictConfig, logger: PythonLogger, dist: DistributedManag ckpt_path = cfg.training.ckpt_path load_checkpoint(ckpt_path, models=self.model, device=self.device) - + # Configuration self.vtp_prefix = cfg.inference.get("vtp_prefix", "frame") self.write_vtp = cfg.inference.get("write_vtp", True) @@ -396,10 +403,10 @@ def __init__(self, cfg: DictConfig, logger: PythonLogger, dist: DistributedManag def run_on_single_run(self, run_path: str): """Process a single run directory.""" run_name = os.path.basename(run_path) - + if self.verbose: print_subheader(f"Processing Run: {run_name}") - + self.logger.info(f"[Rank {self.dist.rank}] Processing run: {run_name}") with tempfile.TemporaryDirectory() as tmpdir: @@ -452,7 +459,7 @@ def run_on_single_run(self, run_path: str): # Get input statistics input_vof = sample.node_features["features"].cpu().numpy().flatten() input_vof_denorm = (input_vof * vof_std.cpu().item() + vof_mean.cpu().item()) - + if self.verbose: print("\n Input (t=0) Statistics:") print(f" VOF mean: {input_vof_denorm.mean():.6f}") @@ -463,7 +470,7 @@ def run_on_single_run(self, run_path: str): # Forward rollout if self.verbose: print("\n Running autoregressive rollout...") - + pred_seq = self.model(sample=sample, data_stats=data_stats) # Denormalize @@ -492,7 +499,7 @@ def run_on_single_run(self, run_path: str): out_dir = os.path.join( self.output_dir, f"rank{self.dist.rank}", run_name ) - + stats = save_vtp_predictions( coords=coords, preds=pred_seq_denorm, @@ -513,7 +520,7 @@ def run_on_single_run(self, run_path: str): num_timesteps=stats["num_timesteps"], has_ground_truth=stats["has_ground_truth"], ) - + print_run_summary( run_name=run_name, num_points=N, @@ -543,7 +550,7 @@ def main(cfg: DictConfig): # Discover run directories parent_dir = to_absolute_path(cfg.inference.raw_data_dir_test) - + if not os.path.isdir(parent_dir): logger0.error(f"Parent directory not found: {parent_dir}") return @@ -572,11 +579,11 @@ def main(cfg: DictConfig): # Distribute runs across ranks my_runs = run_dirs[dist.rank :: dist.world_size] - + if dist.rank == 0: print(f"\n Distribution across {dist.world_size} rank(s):") print(f" Rank {dist.rank}: {len(my_runs)} run(s) assigned") - + logger.info(f"[Rank {dist.rank}] Assigned {len(my_runs)} runs.") # Create worker and process @@ -594,7 +601,7 @@ def main(cfg: DictConfig): print(f" โ”‚ โœ“ Successfully processed {len(my_runs)} run(s){' ' * 35}โ”‚") print(f" โ”‚ โœ“ Output saved to: {worker.output_dir:<41} โ”‚") print(f" โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜\n") - + logger0.info("Inference completed successfully.") 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