Upload folder using huggingface_hub

app.py

@@ -16,22 +16,21 @@ app = FastAPI()
 def start_train():
     os.system("echo 'Space started!'")
     os.system("echo pwd")
-    subprocess.call("pwd")
+    os.system("pwd")
     os.system("echo ls")
-    subprocess.call("ls")
     os.system("ls")
-    space_variables = API.get_space_variables(repo_id=REPO_ID)
-    if 'STATUS' not in space_variables or space_variables['STATUS'] != 'COMPUTING':
-        os.system("echo 'Beginning processing.'")
-        API.add_space_variable(repo_id=REPO_ID, key='STATUS', value='COMPUTING')
-        # Handles CUDA OOM errors.
-        os.system(f"export PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True")
-        os.system("echo 'Okay, trying training.'")
-        os.system(f"cd pytorch-image-models; ./train.sh 4 --dataset hfds/{REPO_ID} --log-wandb --experiment {REPO_ID} --model seresnet34 --sched cosine --epochs 150 --warmup-epochs 5 --lr 0.4 --reprob 0.5 --remode pixel --batch-size 256 --amp -j 4")
-        os.system("echo ls")
-        os.system("ls")
-        os.system("echo 'trying to upload...'")
-        API.upload_folder(folder_path="/app", repo_id=f"{REPO_ID}", repo_type="dataset",)
-        API.add_space_variable(repo_id=REPO_ID, key='STATUS', value='NOT_COMPUTING')
+    #space_variables = API.get_space_variables(repo_id=REPO_ID)
+    #if 'STATUS' not in space_variables or space_variables['STATUS'] != 'COMPUTING':
+    os.system("echo 'Beginning processing.'")
+#    API.add_space_variable(repo_id=REPO_ID, key='STATUS', value='COMPUTING')
+    # Handles CUDA OOM errors.
+    os.system(f"export PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True")
+    os.system("echo 'Okay, trying training.'")
+    os.system(f"cd pytorch-image-models; ./train.sh 4 --dataset hfds/{REPO_ID} --log-wandb --experiment {REPO_ID} --model seresnet34 --sched cosine --epochs 150 --warmup-epochs 5 --lr 0.4 --reprob 0.5 --remode pixel --batch-size 256 --amp -j 4")
+    os.system("echo ls")
+    os.system("ls")
+    os.system("echo 'trying to upload...'")
+    API.upload_folder(folder_path="/app", repo_id=f"{REPO_ID}", repo_type="dataset",)
+    #    API.add_space_variable(repo_id=REPO_ID, key='STATUS', value='NOT_COMPUTING')
     #API.pause_space(f"{REPO_ID}")
     return {"Completed": "!"}