-
Notifications
You must be signed in to change notification settings - Fork 0
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
- Loading branch information
1 parent
edf7fa4
commit 942e6f7
Showing
27 changed files
with
200 additions
and
0 deletions.
There are no files selected for viewing
21 changes: 21 additions & 0 deletions
21
mlops/mlruns/328992611121975146/97ebab85dcab4cfca21509ca92c46463/artifacts/model/MLmodel
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,21 @@ | ||
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 | ||
pytorch_version: 2.5.1 | ||
mlflow_version: 2.18.0 | ||
model_size_bytes: 142661 | ||
model_uuid: a6064832117a4387a83ebbfa5d155a07 | ||
run_id: 97ebab85dcab4cfca21509ca92c46463 | ||
utc_time_created: '2024-12-01 18:00:54.009182' |
17 changes: 17 additions & 0 deletions
17
mlops/mlruns/328992611121975146/97ebab85dcab4cfca21509ca92c46463/artifacts/model/conda.yaml
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,17 @@ | ||
channels: | ||
- conda-forge | ||
dependencies: | ||
- python=3.12.7 | ||
- pip<=24.3.1 | ||
- pip: | ||
- 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 | ||
- tqdm==4.67.1 | ||
name: mlflow-env |
Binary file added
BIN
+139 KB
...mlruns/328992611121975146/97ebab85dcab4cfca21509ca92c46463/artifacts/model/data/model.pth
Binary file not shown.
1 change: 1 addition & 0 deletions
1
...611121975146/97ebab85dcab4cfca21509ca92c46463/artifacts/model/data/pickle_module_info.txt
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1 @@ | ||
mlflow.pytorch.pickle_module |
7 changes: 7 additions & 0 deletions
7
...lruns/328992611121975146/97ebab85dcab4cfca21509ca92c46463/artifacts/model/python_env.yaml
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,7 @@ | ||
python: 3.12.7 | ||
build_dependencies: | ||
- pip==24.3.1 | ||
- setuptools==75.6.0 | ||
- wheel==0.45.1 | ||
dependencies: | ||
- -r requirements.txt |
10 changes: 10 additions & 0 deletions
10
...runs/328992611121975146/97ebab85dcab4cfca21509ca92c46463/artifacts/model/requirements.txt
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,10 @@ | ||
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 | ||
tqdm==4.67.1 |
15 changes: 15 additions & 0 deletions
15
...ab85dcab4cfca21509ca92c46463/artifacts/model_summary_97ebab85dcab4cfca21509ca92c46463.txt
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,15 @@ | ||
================================================================= | ||
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 | ||
================================================================= |
15 changes: 15 additions & 0 deletions
15
mlops/mlruns/328992611121975146/97ebab85dcab4cfca21509ca92c46463/meta.yaml
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,15 @@ | ||
artifact_uri: file:///Users/sohbatsandhu/Downloads/ml-infra/mlops/mlruns/328992611121975146/97ebab85dcab4cfca21509ca92c46463/artifacts | ||
end_time: 1733076059707 | ||
entry_point_name: '' | ||
experiment_id: '328992611121975146' | ||
lifecycle_stage: active | ||
run_id: 97ebab85dcab4cfca21509ca92c46463 | ||
run_name: sedate-snail-896 | ||
run_uuid: 97ebab85dcab4cfca21509ca92c46463 | ||
source_name: '' | ||
source_type: 4 | ||
source_version: '' | ||
start_time: 1733076053372 | ||
status: 3 | ||
tags: [] | ||
user_id: sohbatsandhu |
30 changes: 30 additions & 0 deletions
30
mlops/mlruns/328992611121975146/97ebab85dcab4cfca21509ca92c46463/metrics/accuracy
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,30 @@ | ||
1733076053532 0.5625 0 | ||
1733076053541 0.5 0 | ||
1733076053553 0.307692 0 | ||
1733076053583 0.5 0 | ||
1733076053592 0.5 0 | ||
1733076053602 0.384615 0 | ||
1733076053622 0.375 0 | ||
1733076053631 0.5625 0 | ||
1733076053639 0.461538 0 | ||
1733076053662 0.4375 0 | ||
1733076053682 0.4375 0 | ||
1733076053693 0.538462 0 | ||
1733076053720 0.4375 0 | ||
1733076053729 0.5625 0 | ||
1733076053740 0.384615 0 | ||
1733076053762 0.5 0 | ||
1733076053772 0.4375 0 | ||
1733076053782 0.461538 0 | ||
1733076053812 0.375 0 | ||
1733076053828 0.375 0 | ||
1733076053841 0.692308 0 | ||
1733076053874 0.375 0 | ||
1733076053885 0.4375 0 | ||
1733076053897 0.615385 0 | ||
1733076053925 0.3125 0 | ||
1733076053935 0.625 0 | ||
1733076053947 0.461538 0 | ||
1733076053970 0.5625 0 | ||
1733076053980 0.3125 0 | ||
1733076053992 0.538462 0 |
10 changes: 10 additions & 0 deletions
10
mlops/mlruns/328992611121975146/97ebab85dcab4cfca21509ca92c46463/metrics/eval_accuracy
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,10 @@ | ||
1733076053570 0.456731 0 | ||
1733076053612 0.456731 0 | ||
1733076053650 0.471154 0 | ||
1733076053707 0.471154 0 | ||
1733076053752 0.466346 0 | ||
1733076053801 0.461538 0 | ||
1733076053859 0.475962 0 | ||
1733076053913 0.451923 0 | ||
1733076053959 0.461538 0 | ||
1733076054006 0.475962 0 |
10 changes: 10 additions & 0 deletions
10
mlops/mlruns/328992611121975146/97ebab85dcab4cfca21509ca92c46463/metrics/eval_loss
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,10 @@ | ||
1733076053567 0.71165 0 | ||
1733076053610 0.709961 0 | ||
1733076053647 0.705147 0 | ||
1733076053704 0.703773 0 | ||
1733076053749 0.703442 0 | ||
1733076053798 0.702979 0 | ||
1733076053853 0.699502 0 | ||
1733076053909 0.701876 0 | ||
1733076053956 0.699668 0 | ||
1733076054003 0.697286 0 |
30 changes: 30 additions & 0 deletions
30
mlops/mlruns/328992611121975146/97ebab85dcab4cfca21509ca92c46463/metrics/loss
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,30 @@ | ||
1733076053529 0.684173 0 | ||
1733076053538 0.701405 0 | ||
1733076053548 0.749875 0 | ||
1733076053580 0.701009 0 | ||
1733076053590 0.700513 0 | ||
1733076053599 0.728838 0 | ||
1733076053619 0.729613 0 | ||
1733076053628 0.685403 0 | ||
1733076053637 0.707306 0 | ||
1733076053659 0.712345 0 | ||
1733076053676 0.712071 0 | ||
1733076053690 0.692526 0 | ||
1733076053717 0.709771 0 | ||
1733076053726 0.685738 0 | ||
1733076053737 0.720182 0 | ||
1733076053759 0.696221 0 | ||
1733076053770 0.707731 0 | ||
1733076053779 0.703778 0 | ||
1733076053809 0.717277 0 | ||
1733076053821 0.715859 0 | ||
1733076053837 0.666137 0 | ||
1733076053869 0.715091 0 | ||
1733076053881 0.703909 0 | ||
1733076053893 0.679215 0 | ||
1733076053922 0.720555 0 | ||
1733076053932 0.677743 0 | ||
1733076053944 0.700412 0 | ||
1733076053967 0.687802 0 | ||
1733076053977 0.716833 0 | ||
1733076053988 0.688553 0 |
1 change: 1 addition & 0 deletions
1
mlops/mlruns/328992611121975146/97ebab85dcab4cfca21509ca92c46463/params/batch_size
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1 @@ | ||
16 |
1 change: 1 addition & 0 deletions
1
mlops/mlruns/328992611121975146/97ebab85dcab4cfca21509ca92c46463/params/data_version
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1 @@ | ||
('93df86625dc08eaa22ff7239a5b0881e', 'sample_raw_data.npz') |
1 change: 1 addition & 0 deletions
1
mlops/mlruns/328992611121975146/97ebab85dcab4cfca21509ca92c46463/params/epochs
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1 @@ | ||
10 |
1 change: 1 addition & 0 deletions
1
mlops/mlruns/328992611121975146/97ebab85dcab4cfca21509ca92c46463/params/learning_rate
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1 @@ | ||
0.001 |
1 change: 1 addition & 0 deletions
1
mlops/mlruns/328992611121975146/97ebab85dcab4cfca21509ca92c46463/params/loss_function
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1 @@ | ||
CrossEntropyLoss |
1 change: 1 addition & 0 deletions
1
mlops/mlruns/328992611121975146/97ebab85dcab4cfca21509ca92c46463/params/metric_function
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1 @@ | ||
MulticlassAccuracy |
1 change: 1 addition & 0 deletions
1
mlops/mlruns/328992611121975146/97ebab85dcab4cfca21509ca92c46463/params/optimizer
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1 @@ | ||
Adam |
1 change: 1 addition & 0 deletions
1
.../mlruns/328992611121975146/97ebab85dcab4cfca21509ca92c46463/tags/mlflow.log-model.history
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1 @@ | ||
[{"run_id": "97ebab85dcab4cfca21509ca92c46463", "artifact_path": "model", "utc_time_created": "2024-12-01 18:00:54.009182", "model_uuid": "a6064832117a4387a83ebbfa5d155a07", "flavors": {"pytorch": {"model_data": "data", "pytorch_version": "2.5.1", "code": null}, "python_function": {"pickle_module_name": "mlflow.pytorch.pickle_module", "loader_module": "mlflow.pytorch", "python_version": "3.12.7", "data": "data", "env": {"conda": "conda.yaml", "virtualenv": "python_env.yaml"}}}}] |
1 change: 1 addition & 0 deletions
1
mlops/mlruns/328992611121975146/97ebab85dcab4cfca21509ca92c46463/tags/mlflow.runName
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1 @@ | ||
sedate-snail-896 |
1 change: 1 addition & 0 deletions
1
.../mlruns/328992611121975146/97ebab85dcab4cfca21509ca92c46463/tags/mlflow.source.git.commit
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1 @@ | ||
348b5634bcba300133a70104ce04cfb335ced6a2 |
1 change: 1 addition & 0 deletions
1
mlops/mlruns/328992611121975146/97ebab85dcab4cfca21509ca92c46463/tags/mlflow.source.name
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1 @@ | ||
/Users/sohbatsandhu/Downloads/ml-infra/mlops/main.py |
1 change: 1 addition & 0 deletions
1
mlops/mlruns/328992611121975146/97ebab85dcab4cfca21509ca92c46463/tags/mlflow.source.type
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1 @@ | ||
LOCAL |
1 change: 1 addition & 0 deletions
1
mlops/mlruns/328992611121975146/97ebab85dcab4cfca21509ca92c46463/tags/mlflow.user
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1 @@ | ||
sohbatsandhu |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,6 @@ | ||
artifact_location: file:///Users/sohbatsandhu/Downloads/ml-infra/mlops/mlruns/328992611121975146 | ||
creation_time: 1733076053050 | ||
experiment_id: '328992611121975146' | ||
last_update_time: 1733076053050 | ||
lifecycle_stage: active | ||
name: '2024-12-01' |
15 changes: 15 additions & 0 deletions
15
mlops/models/model_summary_97ebab85dcab4cfca21509ca92c46463.txt
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,15 @@ | ||
================================================================= | ||
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 | ||
================================================================= |