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watcag-public
fpga-syspart
Commits
e8c39ad4
Commit
e8c39ad4
authored
Nov 07, 2019
by
LongChan
Browse files
added all basic flow
parent
5bad1c18
Changes
1
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README.md
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e8c39ad4
...
...
@@ -19,8 +19,8 @@ We provide a fast optimization algorithm and a step-to-step guide on how to gene
### Demos
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
-
[
~/optimization_algo/
data_source
](
~/optimization_algo/data_source/
)
contains all the cycle-accurate data generated using
[
SCALE sim
](
)
-
[
topologies
](
~/optimization_algo/topologies/
)
contains all the topologies descriping their respective CNN structures
-
[
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:
-
FasterRCNN
...
...
@@ -41,24 +41,26 @@ To get optimization result with
# ./sweep_nets_cma.sh
```
1
.
Genetic Algorithm (GA)
2
.
Genetic Algorithm (GA)
```
bash
# cd optimization_algo/scripts
# ./sweep_nets_ga.sh
```
1
.
CMA
3
.
Hyperparameter Optimiztion
```
bash
# cd optimization_algo/scripts
# ./sweep_nets_
cma
.sh
# ./sweep_nets_
ho
.sh
```
2
.
Brute Force
4
.
Brute Force
```
bash
# cd optimization_algo/scripts
# ./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 target board
...
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