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elamraniadnane1 · May 14, 2024 · 433521d · 433521d
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diff --git a/mlartifacts/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/artifacts/model/MLmodel b/mlartifacts/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/artifacts/model/MLmodel
@@ -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: 3.9.0
+  pytorch:
+    code: null
+    model_data: data
+    pytorch_version: 2.2.1+cpu
+mlflow_version: 2.11.3
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+model_uuid: 5a9b57faf6f1463cbd3552721409e67d
+run_id: b01e0a9aa23c47438b7b7ba7d8290429
+utc_time_created: '2024-05-02 11:40:30.063336'
diff --git a/mlartifacts/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/artifacts/model/conda.yaml b/mlartifacts/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/artifacts/model/conda.yaml
@@ -0,0 +1,10 @@
+channels:
+- conda-forge
+dependencies:
+- python=3.9.0
+- pip<=24.0
+- pip:
+  - mlflow==2.11.3
+  - cloudpickle==2.2.1
+  - torch==2.2.1
+name: mlflow-env
diff --git a/...ifacts/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/artifacts/model/data/model.pth b/...ifacts/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/artifacts/model/data/model.pth
diff --git a/...324563484369/b01e0a9aa23c47438b7b7ba7d8290429/artifacts/model/data/pickle_module_info.txt b/...324563484369/b01e0a9aa23c47438b7b7ba7d8290429/artifacts/model/data/pickle_module_info.txt
@@ -0,0 +1 @@
+mlflow.pytorch.pickle_module
diff --git a/...acts/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/artifacts/model/metadata/MLmodel b/...acts/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/artifacts/model/metadata/MLmodel
@@ -0,0 +1,21 @@
+artifact_path: model
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+    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: 3.9.0
+  pytorch:
+    code: null
+    model_data: data
+    pytorch_version: 2.2.1+cpu
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+model_uuid: 5a9b57faf6f1463cbd3552721409e67d
+run_id: b01e0a9aa23c47438b7b7ba7d8290429
+utc_time_created: '2024-05-02 11:40:30.063336'
diff --git a/...s/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/artifacts/model/metadata/conda.yaml b/...s/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/artifacts/model/metadata/conda.yaml
@@ -0,0 +1,10 @@
+channels:
+- conda-forge
+dependencies:
+- python=3.9.0
+- pip<=24.0
+- pip:
+  - mlflow==2.11.3
+  - cloudpickle==2.2.1
+  - torch==2.2.1
+name: mlflow-env
diff --git a/...696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/artifacts/model/metadata/python_env.yaml b/...696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/artifacts/model/metadata/python_env.yaml
@@ -0,0 +1,7 @@
+python: 3.9.0
+build_dependencies:
+- pip==24.0
+- setuptools==49.2.1
+- wheel==0.43.0
+dependencies:
+- -r requirements.txt
diff --git a/...96324563484369/b01e0a9aa23c47438b7b7ba7d8290429/artifacts/model/metadata/requirements.txt b/...96324563484369/b01e0a9aa23c47438b7b7ba7d8290429/artifacts/model/metadata/requirements.txt
@@ -0,0 +1,3 @@
+mlflow==2.11.3
+cloudpickle==2.2.1
+torch==2.2.1
diff --git a/...facts/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/artifacts/model/python_env.yaml b/...facts/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/artifacts/model/python_env.yaml
@@ -0,0 +1,7 @@
+python: 3.9.0
+build_dependencies:
+- pip==24.0
+- setuptools==49.2.1
+- wheel==0.43.0
+dependencies:
+- -r requirements.txt
diff --git a/...acts/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/artifacts/model/requirements.txt b/...acts/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/artifacts/model/requirements.txt
@@ -0,0 +1,3 @@
+mlflow==2.11.3
+cloudpickle==2.2.1
+torch==2.2.1
diff --git a/mlartifacts/635045586884099391/7e1f9563847d4517ad0074efa17249ec/artifacts/model/MLmodel b/mlartifacts/635045586884099391/7e1f9563847d4517ad0074efa17249ec/artifacts/model/MLmodel
@@ -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: 3.9.0
+  pytorch:
+    code: null
+    model_data: data
+    pytorch_version: 2.2.1+cpu
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+run_id: 7e1f9563847d4517ad0074efa17249ec
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diff --git a/mlartifacts/635045586884099391/7e1f9563847d4517ad0074efa17249ec/artifacts/model/conda.yaml b/mlartifacts/635045586884099391/7e1f9563847d4517ad0074efa17249ec/artifacts/model/conda.yaml
@@ -0,0 +1,10 @@
+channels:
+- conda-forge
+dependencies:
+- python=3.9.0
+- pip<=24.0
+- pip:
+  - mlflow==2.11.3
+  - cloudpickle==2.2.1
+  - torch==2.2.1
+name: mlflow-env
diff --git a/...ifacts/635045586884099391/7e1f9563847d4517ad0074efa17249ec/artifacts/model/data/model.pth b/...ifacts/635045586884099391/7e1f9563847d4517ad0074efa17249ec/artifacts/model/data/model.pth
diff --git a/...586884099391/7e1f9563847d4517ad0074efa17249ec/artifacts/model/data/pickle_module_info.txt b/...586884099391/7e1f9563847d4517ad0074efa17249ec/artifacts/model/data/pickle_module_info.txt
@@ -0,0 +1 @@
+mlflow.pytorch.pickle_module
diff --git a/...acts/635045586884099391/7e1f9563847d4517ad0074efa17249ec/artifacts/model/metadata/MLmodel b/...acts/635045586884099391/7e1f9563847d4517ad0074efa17249ec/artifacts/model/metadata/MLmodel
@@ -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: 3.9.0
+  pytorch:
+    code: null
+    model_data: data
+    pytorch_version: 2.2.1+cpu
+mlflow_version: 2.11.3
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+run_id: 7e1f9563847d4517ad0074efa17249ec
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diff --git a/...s/635045586884099391/7e1f9563847d4517ad0074efa17249ec/artifacts/model/metadata/conda.yaml b/...s/635045586884099391/7e1f9563847d4517ad0074efa17249ec/artifacts/model/metadata/conda.yaml
@@ -0,0 +1,10 @@
+channels:
+- conda-forge
+dependencies:
+- python=3.9.0
+- pip<=24.0
+- pip:
+  - mlflow==2.11.3
+  - cloudpickle==2.2.1
+  - torch==2.2.1
+name: mlflow-env
diff --git a/...045586884099391/7e1f9563847d4517ad0074efa17249ec/artifacts/model/metadata/python_env.yaml b/...045586884099391/7e1f9563847d4517ad0074efa17249ec/artifacts/model/metadata/python_env.yaml
@@ -0,0 +1,7 @@
+python: 3.9.0
+build_dependencies:
+- pip==24.0
+- setuptools==49.2.1
+- wheel==0.43.0
+dependencies:
+- -r requirements.txt
diff --git a/...45586884099391/7e1f9563847d4517ad0074efa17249ec/artifacts/model/metadata/requirements.txt b/...45586884099391/7e1f9563847d4517ad0074efa17249ec/artifacts/model/metadata/requirements.txt
@@ -0,0 +1,3 @@
+mlflow==2.11.3
+cloudpickle==2.2.1
+torch==2.2.1
diff --git a/...facts/635045586884099391/7e1f9563847d4517ad0074efa17249ec/artifacts/model/python_env.yaml b/...facts/635045586884099391/7e1f9563847d4517ad0074efa17249ec/artifacts/model/python_env.yaml
@@ -0,0 +1,7 @@
+python: 3.9.0
+build_dependencies:
+- pip==24.0
+- setuptools==49.2.1
+- wheel==0.43.0
+dependencies:
+- -r requirements.txt
diff --git a/...acts/635045586884099391/7e1f9563847d4517ad0074efa17249ec/artifacts/model/requirements.txt b/...acts/635045586884099391/7e1f9563847d4517ad0074efa17249ec/artifacts/model/requirements.txt
@@ -0,0 +1,3 @@
+mlflow==2.11.3
+cloudpickle==2.2.1
+torch==2.2.1
diff --git a/mlruns/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/meta.yaml b/mlruns/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/meta.yaml
diff --git a/mlruns/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/metrics/avg_train_loss b/mlruns/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/metrics/avg_train_loss
diff --git a/mlruns/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/metrics/avg_val_accuracy b/mlruns/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/metrics/avg_val_accuracy
diff --git a/mlruns/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/metrics/avg_val_loss b/mlruns/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/metrics/avg_val_loss
diff --git a/mlruns/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/metrics/class_0_f1-score b/mlruns/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/metrics/class_0_f1-score
diff --git a/mlruns/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/metrics/class_0_precision b/mlruns/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/metrics/class_0_precision
diff --git a/mlruns/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/metrics/class_0_recall b/mlruns/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/metrics/class_0_recall
diff --git a/mlruns/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/metrics/class_1_f1-score b/mlruns/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/metrics/class_1_f1-score
diff --git a/mlruns/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/metrics/class_1_precision b/mlruns/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/metrics/class_1_precision
diff --git a/mlruns/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/metrics/class_1_recall b/mlruns/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/metrics/class_1_recall
diff --git a/mlruns/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/metrics/class_2_f1-score b/mlruns/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/metrics/class_2_f1-score
diff --git a/mlruns/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/metrics/class_2_precision b/mlruns/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/metrics/class_2_precision
diff --git a/mlruns/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/metrics/class_2_recall b/mlruns/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/metrics/class_2_recall
diff --git a/mlruns/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/metrics/macro_avg_f1-score b/mlruns/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/metrics/macro_avg_f1-score
diff --git a/mlruns/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/metrics/macro_avg_precision b/mlruns/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/metrics/macro_avg_precision
diff --git a/mlruns/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/metrics/macro_avg_recall b/mlruns/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/metrics/macro_avg_recall
diff --git a/mlruns/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/metrics/weighted_avg_f1-score b/mlruns/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/metrics/weighted_avg_f1-score
diff --git a/mlruns/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/metrics/weighted_avg_precision b/mlruns/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/metrics/weighted_avg_precision
diff --git a/mlruns/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/metrics/weighted_avg_recall b/mlruns/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/metrics/weighted_avg_recall
diff --git a/mlruns/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/params/batch_size b/mlruns/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/params/batch_size
diff --git a/mlruns/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/params/epochs b/mlruns/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/params/epochs
diff --git a/mlruns/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/params/learning_rate b/mlruns/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/params/learning_rate
diff --git a/mlruns/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/tags/mlflow.log-model.history b/mlruns/127696324563484369/b01e0a9aa23c47438b7b7ba7d8290429/tags/mlflow.log-model.history
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diff --git a/mlruns/233986503756200724/52cc35ba871341c18083af5912bb27bf/metrics/avg_val_accuracy b/mlruns/233986503756200724/52cc35ba871341c18083af5912bb27bf/metrics/avg_val_accuracy
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diff --git a/mlruns/233986503756200724/52cc35ba871341c18083af5912bb27bf/metrics/class_0_precision b/mlruns/233986503756200724/52cc35ba871341c18083af5912bb27bf/metrics/class_0_precision
diff --git a/mlruns/233986503756200724/52cc35ba871341c18083af5912bb27bf/metrics/class_0_recall b/mlruns/233986503756200724/52cc35ba871341c18083af5912bb27bf/metrics/class_0_recall
diff --git a/mlruns/233986503756200724/52cc35ba871341c18083af5912bb27bf/metrics/class_1_f1-score b/mlruns/233986503756200724/52cc35ba871341c18083af5912bb27bf/metrics/class_1_f1-score
diff --git a/mlruns/233986503756200724/52cc35ba871341c18083af5912bb27bf/metrics/class_1_precision b/mlruns/233986503756200724/52cc35ba871341c18083af5912bb27bf/metrics/class_1_precision
diff --git a/mlruns/233986503756200724/52cc35ba871341c18083af5912bb27bf/metrics/class_1_recall b/mlruns/233986503756200724/52cc35ba871341c18083af5912bb27bf/metrics/class_1_recall
diff --git a/mlruns/233986503756200724/52cc35ba871341c18083af5912bb27bf/metrics/macro_avg_f1-score b/mlruns/233986503756200724/52cc35ba871341c18083af5912bb27bf/metrics/macro_avg_f1-score
diff --git a/mlruns/233986503756200724/52cc35ba871341c18083af5912bb27bf/metrics/macro_avg_precision b/mlruns/233986503756200724/52cc35ba871341c18083af5912bb27bf/metrics/macro_avg_precision
diff --git a/mlruns/233986503756200724/52cc35ba871341c18083af5912bb27bf/metrics/macro_avg_recall b/mlruns/233986503756200724/52cc35ba871341c18083af5912bb27bf/metrics/macro_avg_recall
diff --git a/mlruns/233986503756200724/52cc35ba871341c18083af5912bb27bf/metrics/weighted_avg_f1-score b/mlruns/233986503756200724/52cc35ba871341c18083af5912bb27bf/metrics/weighted_avg_f1-score
diff --git a/mlruns/233986503756200724/52cc35ba871341c18083af5912bb27bf/metrics/weighted_avg_precision b/mlruns/233986503756200724/52cc35ba871341c18083af5912bb27bf/metrics/weighted_avg_precision