ray/release/lightgbm_tests/lightgbm_tests.yaml
2021-07-14 08:38:55 +01:00

83 lines
1.8 KiB
YAML

- name: train_small
cluster:
app_config: app_config.yaml
compute_template: tpl_cpu_small.yaml
run:
use_connect: True
timeout: 600
prepare: python wait_cluster.py 4 600
script: python workloads/train_small.py
- name: train_moderate
cluster:
app_config: app_config.yaml
compute_template: tpl_cpu_moderate.yaml
run:
timeout: 600
prepare: python wait_cluster.py 32 600
script: python workloads/train_moderate.py
- name: train_gpu
cluster:
app_config: app_config_gpu.yaml
compute_template: tpl_gpu_small.yaml
run:
timeout: 600
prepare: python wait_cluster.py 5 600
script: python workloads/train_gpu.py
- name: distributed_api_test
cluster:
app_config: app_config.yaml
compute_template: tpl_cpu_small.yaml
results:
run:
timeout: 600
prepare: python wait_cluster.py 4 600
script: python workloads/distributed_api_test.py
results: ""
- name: ft_small_non_elastic
cluster:
app_config: app_config.yaml
compute_template: tpl_cpu_small.yaml
run:
timeout: 900
prepare: python wait_cluster.py 4 600
script: python workloads/ft_small_non_elastic.py
results: ""
- name: tune_small
cluster:
app_config: app_config.yaml
compute_template: tpl_cpu_small.yaml
run:
timeout: 600
prepare: python wait_cluster.py 4 600
script: python workloads/tune_small.py
- name: tune_32x4
cluster:
app_config: app_config.yaml
compute_template: tpl_cpu_moderate.yaml
run:
timeout: 900
prepare: python wait_cluster.py 32 600
script: python workloads/tune_32x4.py
- name: tune_4x32
cluster:
app_config: app_config.yaml
compute_template: tpl_cpu_moderate.yaml
run:
timeout: 900
prepare: python wait_cluster.py 32 600
script: python workloads/tune_4x32.py