Commit e8c39ad4 authored by LongChan's avatar LongChan
Browse files

added all basic flow

parent 5bad1c18
...@@ -19,8 +19,8 @@ We provide a fast optimization algorithm and a step-to-step guide on how to gene ...@@ -19,8 +19,8 @@ We provide a fast optimization algorithm and a step-to-step guide on how to gene
### Demos ### Demos
The following demos use pre-generated datasets and topologies that can be found in: The following demos use pre-generated datasets and topologies that can be found in:
- [~/optimization_algo/topologies](~/optimization_algo/topologies/) contains all the topologies descriping their respective CNN structures - [topologies](~/optimization_algo/topologies/) contains all the topologies descriping their respective CNN structures
- [~/optimization_algo/data_source](~/optimization_algo/data_source/) contains all the cycle-accurate data generated using [SCALE sim]() - [data_source](~/optimization_algo/data_source/) contains all the cycle-accurate data generated using [SCALE sim]()
The instruction below will do a sweep run on each of the following networks: The instruction below will do a sweep run on each of the following networks:
- FasterRCNN - FasterRCNN
...@@ -41,24 +41,26 @@ To get optimization result with ...@@ -41,24 +41,26 @@ To get optimization result with
# ./sweep_nets_cma.sh # ./sweep_nets_cma.sh
``` ```
1. Genetic Algorithm (GA) 2. Genetic Algorithm (GA)
```bash ```bash
# cd optimization_algo/scripts # cd optimization_algo/scripts
# ./sweep_nets_ga.sh # ./sweep_nets_ga.sh
``` ```
1. CMA 3. Hyperparameter Optimiztion
```bash ```bash
# cd optimization_algo/scripts # cd optimization_algo/scripts
# ./sweep_nets_cma.sh # ./sweep_nets_ho.sh
``` ```
2. Brute Force 4. Brute Force
```bash ```bash
# cd optimization_algo/scripts # cd optimization_algo/scripts
# ./sweep_nets_brute.sh # ./sweep_nets_brute.sh
``` ```
Result of the optimization will be added to the corresponding csv file under this [folder](../optimization_algo/resulting_csv)
#### Custom topologies #### Custom topologies
#### Custom target board #### Custom target board
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