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[Neurips23] NLE submission for the sparse track #176

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Oct 19, 2023
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3 changes: 3 additions & 0 deletions .github/workflows/neurips23.yml
Original file line number Diff line number Diff line change
Expand Up @@ -15,6 +15,9 @@ jobs:
- algorithm: linscan
dataset: sparse-small
track: sparse
- algorithm: nle
dataset: sparse-small
track: sparse
- algorithm: diskann
dataset: random-xs
track: streaming
Expand Down
13 changes: 13 additions & 0 deletions neurips23/sparse/nle/Dockerfile
Original file line number Diff line number Diff line change
@@ -0,0 +1,13 @@
FROM neurips23

RUN apt-get update

RUN apt-get install -y curl git build-essential libpcre3-dev cmake libtool automake libatlas3-base libatlas-base-dev libstdc++-12-dev patchelf ninja-build libtbb2

RUN pip3 install scikit-build

#RUN apt-get install -y curl git openjdk-11-jdk build-essential libpcre3-dev cmake libtool automake libatlas3-base libatlas-base-dev libstdc++-12-dev patchelf ninja-build libtbb2

RUN git clone https://github.com/cadurosar/tttt.git /workspace/tttt && cd /workspace/tttt && bash build.sh

WORKDIR /home/app
165 changes: 165 additions & 0 deletions neurips23/sparse/nle/config.yaml
Original file line number Diff line number Diff line change
@@ -0,0 +1,165 @@
sparse-small:
nle:
docker-tag: neurips23-sparse-nle
module: neurips23.sparse.nle.nle
constructor: NLE
base-args: ["@metric"]
run-groups:
base:
args: |
[{"t1":32,"t2":128}]
query-args: |
[
{"k1":4,"k2":40,"k3":150},{"k1":4,"k2":40,"k3":200},
{"k1":4,"k2":40,"k3":75},{"k1":4,"k2":40,"k3":125},
{"k1":4,"k2":40,"k3":100},
{"k1":4,"k2":40,"k3":1},
{"k1":4,"k2":40,"k3":10},
{"k1":4,"k2":40,"k3":1000},
{"k1":4,"k2":40,"k3":0.1},{"k1":4,"k2":40,"k3":50}]
NLE-Full:
docker-tag: neurips23-sparse-nle
module: neurips23.sparse.nle.nle
constructor: NLE
base-args: ["@metric"]
run-groups:
base:
args: |
[{"t1":8,"t2":128},{"t1":16,"t2":128},{"t1":32,"t2":128},{"t1":50,"t2":128},{"t1":128,"t2":128}]
query-args: |
[
{"k1":2,"k2":40,"k3":0.1},
{"k1":2,"k2":40,"k3":1},
{"k1":2,"k2":40,"k3":10},
{"k1":2,"k2":40,"k3":100},
{"k1":2,"k2":40,"k3":1000},
{"k1":3,"k2":40,"k3":0.1},
{"k1":3,"k2":40,"k3":1},
{"k1":3,"k2":40,"k3":10},
{"k1":3,"k2":40,"k3":100},
{"k1":3,"k2":40,"k3":1000},
{"k1":4,"k2":40,"k3":0.1},
{"k1":4,"k2":40,"k3":1},
{"k1":4,"k2":40,"k3":10},
{"k1":4,"k2":40,"k3":100},
{"k1":4,"k2":40,"k3":1000},
{"k1":5,"k2":40,"k3":0.1},
{"k1":5,"k2":40,"k3":1},
{"k1":5,"k2":40,"k3":10},
{"k1":5,"k2":40,"k3":100},
{"k1":5,"k2":40,"k3":1000},
{"k1":6,"k2":40,"k3":0.1},
{"k1":6,"k2":40,"k3":1},
{"k1":6,"k2":40,"k3":10},
{"k1":6,"k2":40,"k3":100},
{"k1":6,"k2":40,"k3":1000}]
sparse-1M:
nle:
docker-tag: neurips23-sparse-nle
module: neurips23.sparse.nle.nle
constructor: NLE
base-args: ["@metric"]
run-groups:
base:
args: |
[{"t1":32,"t2":128}]
query-args: |
[
{"k1":4,"k2":40,"k3":150},{"k1":4,"k2":40,"k3":200},
{"k1":4,"k2":40,"k3":75},{"k1":4,"k2":40,"k3":125},
{"k1":4,"k2":40,"k3":100},
{"k1":4,"k2":40,"k3":1},
{"k1":4,"k2":40,"k3":10},
{"k1":4,"k2":40,"k3":1000},
{"k1":4,"k2":40,"k3":0.1},{"k1":4,"k2":40,"k3":50}]
NLE-Full:
docker-tag: neurips23-sparse-nle
module: neurips23.sparse.nle.nle
constructor: NLE
base-args: ["@metric"]
run-groups:
base:
args: |
[{"t1":8,"t2":128},{"t1":16,"t2":128},{"t1":32,"t2":128},{"t1":50,"t2":128},{"t1":128,"t2":128}]
query-args: |
[
{"k1":2,"k2":40,"k3":0.1},
{"k1":2,"k2":40,"k3":1},
{"k1":2,"k2":40,"k3":10},
{"k1":2,"k2":40,"k3":100},
{"k1":2,"k2":40,"k3":1000},
{"k1":3,"k2":40,"k3":0.1},
{"k1":3,"k2":40,"k3":1},
{"k1":3,"k2":40,"k3":10},
{"k1":3,"k2":40,"k3":100},
{"k1":3,"k2":40,"k3":1000},
{"k1":4,"k2":40,"k3":0.1},
{"k1":4,"k2":40,"k3":1},
{"k1":4,"k2":40,"k3":10},
{"k1":4,"k2":40,"k3":100},
{"k1":4,"k2":40,"k3":1000},
{"k1":5,"k2":40,"k3":0.1},
{"k1":5,"k2":40,"k3":1},
{"k1":5,"k2":40,"k3":10},
{"k1":5,"k2":40,"k3":100},
{"k1":5,"k2":40,"k3":1000},
{"k1":6,"k2":40,"k3":0.1},
{"k1":6,"k2":40,"k3":1},
{"k1":6,"k2":40,"k3":10},
{"k1":6,"k2":40,"k3":100},
{"k1":6,"k2":40,"k3":1000}]
sparse-full:
nle:
docker-tag: neurips23-sparse-nle
module: neurips23.sparse.nle.nle
constructor: NLE
base-args: ["@metric"]
run-groups:
base:
args: |
[{"t1":32,"t2":128}]
query-args: |
[
{"k1":4,"k2":40,"k3":150},{"k1":4,"k2":40,"k3":200},
{"k1":4,"k2":40,"k3":75},{"k1":4,"k2":40,"k3":125},
{"k1":4,"k2":40,"k3":100},
{"k1":4,"k2":40,"k3":1},
{"k1":4,"k2":40,"k3":10},
{"k1":4,"k2":40,"k3":1000},
{"k1":4,"k2":40,"k3":0.1},{"k1":4,"k2":40,"k3":50}]
NLE-Full:
docker-tag: neurips23-sparse-nle
module: neurips23.sparse.nle.nle
constructor: NLE
base-args: ["@metric"]
run-groups:
base:
args: |
[{"t1":8,"t2":128},{"t1":16,"t2":128},{"t1":32,"t2":128},{"t1":50,"t2":128},{"t1":128,"t2":128}]
query-args: |
[
{"k1":2,"k2":40,"k3":0.1},
{"k1":2,"k2":40,"k3":1},
{"k1":2,"k2":40,"k3":10},
{"k1":2,"k2":40,"k3":100},
{"k1":2,"k2":40,"k3":1000},
{"k1":3,"k2":40,"k3":0.1},
{"k1":3,"k2":40,"k3":1},
{"k1":3,"k2":40,"k3":10},
{"k1":3,"k2":40,"k3":100},
{"k1":3,"k2":40,"k3":1000},
{"k1":4,"k2":40,"k3":0.1},
{"k1":4,"k2":40,"k3":1},
{"k1":4,"k2":40,"k3":10},
{"k1":4,"k2":40,"k3":100},
{"k1":4,"k2":40,"k3":1000},
{"k1":5,"k2":40,"k3":0.1},
{"k1":5,"k2":40,"k3":1},
{"k1":5,"k2":40,"k3":10},
{"k1":5,"k2":40,"k3":100},
{"k1":5,"k2":40,"k3":1000},
{"k1":6,"k2":40,"k3":0.1},
{"k1":6,"k2":40,"k3":1},
{"k1":6,"k2":40,"k3":10},
{"k1":6,"k2":40,"k3":100},
{"k1":6,"k2":40,"k3":1000}]
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