Datasets:
ArXiv:
License:
Remove fluid checkpoint from fancy_fluid
Browse files
fancy_fluid/checkpoint/config.yaml
DELETED
|
@@ -1,69 +0,0 @@
|
|
| 1 |
-
# ========================================================
|
| 2 |
-
# ⚠️ Model Capacity Constraints
|
| 3 |
-
# ========================================================
|
| 4 |
-
# 1. cconv_embedding_dim: output feature dimension of continuous convolutions.
|
| 5 |
-
# Higher values increase model capacity.
|
| 6 |
-
#
|
| 7 |
-
# 2. slot_attn_heads: number of attention heads in slot attention.
|
| 8 |
-
# Must satisfy:
|
| 9 |
-
# combined_feat_dim % slot_attn_heads == 0
|
| 10 |
-
# where
|
| 11 |
-
# combined_feat_dim = cconv_embedding_dim * factor
|
| 12 |
-
# factor = 3 for fluid data, 2 for protein data
|
| 13 |
-
# Each head dimension: dim_head = combined_feat_dim / slot_attn_heads
|
| 14 |
-
#
|
| 15 |
-
# 3. particle_position_rope_dim: RoPE encoding dimension for particle positions.
|
| 16 |
-
# Must satisfy:
|
| 17 |
-
# particle_position_rope_dim % 6 == 0 # 3D positions × (cos + sin)
|
| 18 |
-
# particle_position_rope_dim <= dim_head
|
| 19 |
-
#
|
| 20 |
-
# 4. CrossAttentionWeightedPoswithFeature:
|
| 21 |
-
# input feature dimension `dim` must be divisible by n_heads:
|
| 22 |
-
# dim % n_heads == 0
|
| 23 |
-
# ========================================================
|
| 24 |
-
|
| 25 |
-
device: cuda
|
| 26 |
-
batch_size: 1
|
| 27 |
-
num_workers: 32
|
| 28 |
-
seed: 42
|
| 29 |
-
|
| 30 |
-
lr: 0.0001
|
| 31 |
-
epochs: 50000
|
| 32 |
-
|
| 33 |
-
pos_loss_weight: 100.0
|
| 34 |
-
vel_loss_weight: 100.0
|
| 35 |
-
|
| 36 |
-
max_skip_frames: 1
|
| 37 |
-
max_traj_len: 3
|
| 38 |
-
|
| 39 |
-
gravity: [0.0, -9.81, 0.0]
|
| 40 |
-
timestep: 0.02
|
| 41 |
-
particle_radius: 0.015
|
| 42 |
-
|
| 43 |
-
kernel_size: [4, 4, 4]
|
| 44 |
-
cconv_embedding_dim: 384
|
| 45 |
-
radius_scale: 1.5
|
| 46 |
-
coordinate_mapping: ball_to_cube_volume_preserving
|
| 47 |
-
interpolation: linear
|
| 48 |
-
use_window: true
|
| 49 |
-
slot_compression_ratio: 4 # never used
|
| 50 |
-
slot_attn_iters: 6
|
| 51 |
-
slot_attn_heads: 12
|
| 52 |
-
k_partite: 2
|
| 53 |
-
particle_position_rope_dim: 48 # 必须 %6 == 0
|
| 54 |
-
num_decoder_layers: 6
|
| 55 |
-
decoder_attn_heads: 8
|
| 56 |
-
decoder_attn_ffn_hidden_dim: 384
|
| 57 |
-
decoder_attn_dropout: 0.1
|
| 58 |
-
output_hidden_dim: 512
|
| 59 |
-
output_layers: 5
|
| 60 |
-
verbose: false
|
| 61 |
-
|
| 62 |
-
project_name: Fluid_final_1
|
| 63 |
-
tab_name: AAA_test_1
|
| 64 |
-
data: fluid
|
| 65 |
-
other_feats_channels: 2
|
| 66 |
-
velhead: True
|
| 67 |
-
|
| 68 |
-
frame_start: 0
|
| 69 |
-
frame_end: 801
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
fancy_fluid/checkpoint/final.ckpt
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:2183963f89ab8c45d7a47c9f0fe86cae42df3d28d9ec76b3ad58c8827f9fa63e
|
| 3 |
-
size 1551226938
|
|
|
|
|
|
|
|
|
|
|
|