miguelgfierro
commented
5 months ago Still the same error in nightly GPU: https://github.com/recommenders-team/recommenders/actions/runs/8372395934/job/22923293913
2024-03-21 09:53:25.709498: W external/local_tsl/tsl/framework/bfc_allocator.cc:497] ********____***_____*_____*****************___*____*____***************************************xxxxx
2024-03-21 09:53:25.709518: W tensorflow/core/framework/op_kernel.cc:1839] OP_REQUIRES failed at conv_grad_input_ops.cc:345 : RESOURCE_EXHAUSTED: OOM when allocating tensor with shape[10000,1,10,300] and type float on /job:localhost/replica:0/task:0/device:GPU:0 by allocator GPU_0_bfc
_ test_slirec_quickstart_functional[recommenders/models/deeprec/config/sli_rec.yaml-tests/resources/deeprec/slirec-10-400-expected_values0-42] _
notebooks = ***'als_deep_dive': '/mnt/azureml/cr/j/b321b89c582248be83f964f9e412bd91/exe/wd/examples/02_model_collaborative_filtering...rk_movielens': '/mnt/azureml/cr/j/b321b89c582248be83f964f9e412bd91/exe/wd/examples/06_benchmarks/movielens.ipynb', ...***
output_notebook = 'output.ipynb', kernel_name = 'python3'
yaml_file = 'recommenders/models/deeprec/config/sli_rec.yaml'
data_path = 'tests/resources/deeprec/slirec', epochs = 10, batch_size = 400
expected_values = ***'auc': 0.7183***, seed = 42
@pytest.mark.gpu
@pytest.mark.notebooks
@pytest.mark.parametrize(
"yaml_file, data_path, epochs, batch_size, expected_values, seed",
[
(
"recommenders/models/deeprec/config/sli_rec.yaml",
os.path.join("tests", "resources", "deeprec", "slirec"),
10,
400,
***
"auc": 0.7183
***, # Don't do logloss check as SLi-Rec uses ranking loss, not a point-wise loss
42,
)
],
)
def test_slirec_quickstart_functional(
notebooks,
output_notebook,
kernel_name,
yaml_file,
data_path,
epochs,
batch_size,
expected_values,
seed,
):
notebook_path = notebooks["slirec_quickstart"]
params = ***
"yaml_file": yaml_file,
"data_path": data_path,
"EPOCHS": epochs,
"BATCH_SIZE": batch_size,
"RANDOM_SEED": seed,
***
> execute_notebook(
notebook_path, output_notebook, kernel_name=kernel_name, parameters=params
)
SimonYansenZhao
Description
SLiRec:
DKN:
In which platform does it happen?
How do we replicate the issue?
See https://github.com/recommenders-team/recommenders/actions/runs/7963399372/job/21738878728
Expected behavior (i.e. solution)
Other Comments
FYI @SimonYansenZhao