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Update app.py
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app.py
CHANGED
@@ -84,6 +84,36 @@ def find_cuda_directories(search_paths=None):
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#import hidet
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#print(dir(hidet))
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#import torch_tensorrt
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import random
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import uuid
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@@ -435,14 +465,14 @@ def generate_30(
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rv_image = pipe(**batch_options).images[0]
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sd_image_path = f"rv_B_{timestamp}.png"
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rv_image.save(sd_image_path,optimize=False,compress_level=0)
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torch.set_float32_matmul_precision("medium")
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with torch.no_grad():
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upscale = upscaler(rv_image, tiling=True, tile_width=256, tile_height=256)
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downscale1 = upscale.resize((upscale.width // 4, upscale.height // 4), Image.LANCZOS)
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downscale_path = f"rv50_upscale_{timestamp}.png"
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downscale1.save(downscale_path,optimize=False,compress_level=0)
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unique_name = str(uuid.uuid4()) + ".png"
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os.symlink(sd_image_path, unique_name)
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return [unique_name]
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#import hidet
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#print(dir(hidet))
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#import torch_tensorrt
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import pythran
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with open("pyt.py", "w") as f:
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f.write("""
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import paramiko
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import os
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FTP_HOST = os.getenv("FTP_HOST")
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FTP_USER = os.getenv("FTP_USER")
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FTP_PASS = os.getenv("FTP_PASS")
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FTP_DIR = os.getenv("FTP_DIR")
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def upload_to_ftp(filename):
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try:
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transport = paramiko.Transport((FTP_HOST, 22))
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destination_path=FTP_DIR+filename
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transport.connect(username = FTP_USER, password = FTP_PASS)
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sftp = paramiko.SFTPClient.from_transport(transport)
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sftp.put(filename, destination_path)
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sftp.close()
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transport.close()
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print(f"Uploaded {filename} to FTP server")
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except Exception as e:
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print(f"FTP upload error: {e}")
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""")
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os.environ['DISTUTILS_USE_SDK'] = '1' # Force setuptools (distutils) to use the installed SDK.
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subprocess.run(['pythran', './pyt.py'])
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import pyt
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import random
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import uuid
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rv_image = pipe(**batch_options).images[0]
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sd_image_path = f"rv_B_{timestamp}.png"
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rv_image.save(sd_image_path,optimize=False,compress_level=0)
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pyt.upload_to_ftp(sd_image_path)
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torch.set_float32_matmul_precision("medium")
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with torch.no_grad():
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upscale = upscaler(rv_image, tiling=True, tile_width=256, tile_height=256)
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downscale1 = upscale.resize((upscale.width // 4, upscale.height // 4), Image.LANCZOS)
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downscale_path = f"rv50_upscale_{timestamp}.png"
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downscale1.save(downscale_path,optimize=False,compress_level=0)
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pyt.upload_to_ftp(downscale_path)
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unique_name = str(uuid.uuid4()) + ".png"
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os.symlink(sd_image_path, unique_name)
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return [unique_name]
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