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test run after debug
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sohbatSandhu committed Dec 1, 2024
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artifact_path: model
flavors:
python_function:
config:
device: null
data: data
env:
conda: conda.yaml
virtualenv: python_env.yaml
loader_module: mlflow.pytorch
pickle_module_name: mlflow.pytorch.pickle_module
python_version: 3.12.7
pytorch:
code: null
model_data: data
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run_id: 97ebab85dcab4cfca21509ca92c46463
utc_time_created: '2024-12-01 18:00:54.009182'
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channels:
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dependencies:
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- pip:
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- torchmetrics==1.6.0
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name: mlflow-env
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mlflow.pytorch.pickle_module
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python: 3.12.7
build_dependencies:
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- setuptools==75.6.0
- wheel==0.45.1
dependencies:
- -r requirements.txt
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mlflow==2.18.0
cloudpickle==3.1.0
matplotlib==3.9.3
numpy==2.1.3
pandas==2.2.3
pydot==3.0.3
scipy==1.14.1
torch==2.5.1
torchmetrics==1.6.0
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=================================================================
Layer (type:depth-idx) Param #
=================================================================
SampleNNClassifier --
├─Linear: 1-1 10,304
├─Linear: 1-2 528
├─Linear: 1-3 34
├─Dropout: 1-4 --
├─CrossEntropyLoss: 1-5 --
├─MulticlassAccuracy: 1-6 --
=================================================================
Total params: 10,866
Trainable params: 10,866
Non-trainable params: 0
=================================================================
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16
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('93df86625dc08eaa22ff7239a5b0881e', 'sample_raw_data.npz')
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10
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0.001
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CrossEntropyLoss
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MulticlassAccuracy
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Adam
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sedate-snail-896
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348b5634bcba300133a70104ce04cfb335ced6a2
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/Users/sohbatsandhu/Downloads/ml-infra/mlops/main.py
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LOCAL
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sohbatsandhu
6 changes: 6 additions & 0 deletions mlops/mlruns/328992611121975146/meta.yaml
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artifact_location: file:///Users/sohbatsandhu/Downloads/ml-infra/mlops/mlruns/328992611121975146
creation_time: 1733076053050
experiment_id: '328992611121975146'
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name: '2024-12-01'
15 changes: 15 additions & 0 deletions mlops/models/model_summary_97ebab85dcab4cfca21509ca92c46463.txt
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=================================================================
Layer (type:depth-idx) Param #
=================================================================
SampleNNClassifier --
├─Linear: 1-1 10,304
├─Linear: 1-2 528
├─Linear: 1-3 34
├─Dropout: 1-4 --
├─CrossEntropyLoss: 1-5 --
├─MulticlassAccuracy: 1-6 --
=================================================================
Total params: 10,866
Trainable params: 10,866
Non-trainable params: 0
=================================================================

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