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16 changes: 13 additions & 3 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -23,13 +23,23 @@ These datasets can be generated from [/benchmarking](https://github.com/Bashivan
- [Install graphiz on your machine](https://pygraphviz.github.io/documentation/stable/install.html)
### Poetry
#### Install Poetry
curl -sSL https://install.python-poetry.org | python3 -

```shell
curl -sSL https://install.python-poetry.org | python3 -
```

### Conda + Poetry
#### Create conda python environment
conda create --name iwisdm python=3.11

```shell
conda create --name iwisdm python=3.11
```

#### Install packages
poetry install

```shell
poetry install
```

### ShapeNet Subset
A large-scale repository of shapes represented by 3D CAD models of objects [(Chang et. al. 2015)](https://arxiv.org/abs/1512.03012).
Expand Down
25 changes: 17 additions & 8 deletions benchmarking/README.md
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@@ -1,17 +1,26 @@
# Benchmarking Run Parameters

### Single Frame Example
python create_bench.py --stim_dir='../data/shapenet_handpicked' --tasks_dir='./tasks/single_cat' --trials_dir='temp/single_cat'
--config_path='configs/single_frame_cat.json' --min_len=1 --max_len=1 --n_trials=100 --n_tasks=10 --features='cat' --min_joint_ops=0 --max_joint_ops=0 --force_balance


```shell
python create_bench.py --stim_dir='../data/shapenet_handpicked' --tasks_dir='./tasks/single_cat' --trials_dir='temp/single_cat' --config_path='configs/single_frame_cat.json' --min_len=1 --max_len=1 --n_trials=100 --n_tasks=10 --features='cat' --min_joint_ops=0 --max_joint_ops=0 --force_balance
```

### Low Complexity Example:
python create_bench.py --stim_dir='../data/shapenet_handpicked' --tasks_dir='./tasks/low_all' --trials_dir='temp/low_all'
--config_path='configs/low_complexity_all.json' --min_len=6 --max_len=6 --n_trials=100 --n_tasks=100 --features='all' --min_joint_ops=1 --max_joint_ops=1 --force_balance

```shell
python create_bench.py --stim_dir='../data/shapenet_handpicked' --tasks_dir='./tasks/low_all' --trials_dir='temp/low_all' --config_path='configs/low_complexity_all.json' --min_len=6 --max_len=6 --n_trials=100 --n_tasks=100 --features='all' --min_joint_ops=1 --max_joint_ops=1 --force_balance
```

### Medium Complexity Example:
python create_bench.py --stim_dir='../data/shapenet_handpicked' --tasks_dir='./tasks/medium_all' --trials_dir='temp/medium_all'
--config_path='configs/medium_complexity_all.json' --min_len=8 --max_len=8 --n_trials=100 --n_tasks=100 --features='all' --min_joint_ops=1 --max_joint_ops=1 --force_balance

```shell
python create_bench.py --stim_dir='../data/shapenet_handpicked' --tasks_dir='./tasks/medium_all' --trials_dir='temp/medium_all' --config_path='configs/medium_complexity_all.json' --min_len=8 --max_len=8 --n_trials=100 --n_tasks=100 --features='all' --min_joint_ops=1 --max_joint_ops=1 --force_balance
```

### High Complexity Example:
python create_bench.py --stim_dir='../data/shapenet_handpicked' --tasks_dir='./tasks/high_all' --trials_dir='temp/high_all'
--config_path='configs/high_complexity_all.json' --min_len=9 --max_len=9 --n_trials=100 --n_tasks=100 --features='all' --min_joint_ops=1 --max_joint_ops=2 --force_balance --non_bool_actions

```shell
python create_bench.py --stim_dir='../data/shapenet_handpicked' --tasks_dir='./tasks/high_all' --trials_dir='temp/high_all' --config_path='configs/high_complexity_all.json' --min_len=9 --max_len=9 --n_trials=100 --n_tasks=100 --features='all' --min_joint_ops=1 --max_joint_ops=2 --force_balance --non_bool_actions
```