Terry Zhang
commited on
Commit
·
2b85173
1
Parent(s):
6d72d86
update model description
Browse files- tasks/.DS_Store +0 -0
- tasks/text.py +3 -4
tasks/.DS_Store
CHANGED
|
Binary files a/tasks/.DS_Store and b/tasks/.DS_Store differ
|
|
|
tasks/text.py
CHANGED
|
@@ -16,7 +16,7 @@ router = APIRouter()
|
|
| 16 |
DESCRIPTION = "Random Baseline"
|
| 17 |
ROUTE = "/text"
|
| 18 |
|
| 19 |
-
|
| 20 |
"baseline": "random baseline",
|
| 21 |
"tfidf_xgb": "TF-IDF vectorizer and XGBoost classifier",
|
| 22 |
}
|
|
@@ -49,8 +49,7 @@ def tree_classifier(test_dataset: dict, model: str):
|
|
| 49 |
return predictions
|
| 50 |
|
| 51 |
|
| 52 |
-
@router.post(ROUTE, tags=["Text Task"]
|
| 53 |
-
description=DESCRIPTION)
|
| 54 |
async def evaluate_text(request: TextEvaluationRequest,
|
| 55 |
model: str = "tfidf_xgb"):
|
| 56 |
"""
|
|
@@ -118,7 +117,7 @@ async def evaluate_text(request: TextEvaluationRequest,
|
|
| 118 |
"username": username,
|
| 119 |
"space_url": space_url,
|
| 120 |
"submission_timestamp": datetime.now().isoformat(),
|
| 121 |
-
"model_description":
|
| 122 |
"accuracy": float(accuracy),
|
| 123 |
"energy_consumed_wh": emissions_data.energy_consumed * 1000,
|
| 124 |
"emissions_gco2eq": emissions_data.emissions * 1000,
|
|
|
|
| 16 |
DESCRIPTION = "Random Baseline"
|
| 17 |
ROUTE = "/text"
|
| 18 |
|
| 19 |
+
models_descriptions = {
|
| 20 |
"baseline": "random baseline",
|
| 21 |
"tfidf_xgb": "TF-IDF vectorizer and XGBoost classifier",
|
| 22 |
}
|
|
|
|
| 49 |
return predictions
|
| 50 |
|
| 51 |
|
| 52 |
+
@router.post(ROUTE, tags=["Text Task"])
|
|
|
|
| 53 |
async def evaluate_text(request: TextEvaluationRequest,
|
| 54 |
model: str = "tfidf_xgb"):
|
| 55 |
"""
|
|
|
|
| 117 |
"username": username,
|
| 118 |
"space_url": space_url,
|
| 119 |
"submission_timestamp": datetime.now().isoformat(),
|
| 120 |
+
"model_description": models_descriptions[model],
|
| 121 |
"accuracy": float(accuracy),
|
| 122 |
"energy_consumed_wh": emissions_data.energy_consumed * 1000,
|
| 123 |
"emissions_gco2eq": emissions_data.emissions * 1000,
|