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copy over OAIs code to fix JIT issue
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lucidrains committed Mar 13, 2021
1 parent dc9b162 commit 460bcbe
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Showing 3 changed files with 632 additions and 117 deletions.
9 changes: 6 additions & 3 deletions big_sleep/big_sleep.py
Original file line number Diff line number Diff line change
Expand Up @@ -9,14 +9,17 @@
import sys
import subprocess
import signal
import string
import re

from datetime import datetime
from pathlib import Path
from tqdm import tqdm, trange

from big_sleep.ema import EMA
from big_sleep.resample import resample
from big_sleep.biggan import BigGAN
from big_sleep.clip import load, tokenize, normalize_image
from big_sleep.clip import load, tokenize

assert torch.cuda.is_available(), 'CUDA must be available in order to use Deep Daze'

Expand Down Expand Up @@ -60,11 +63,11 @@ def open_folder(path):
pass


import string, re
def underscorify(value):
no_punctuation = str(value.translate(str.maketrans('', '', string.punctuation)))
spaces_to_one_underline = re.sub(r'[-\s]+', '_', no_punctuation).strip('-_') # strip gets rid of leading or trailing underscores
return spaces_to_one_underline

# tensor helpers

def differentiable_topk(x, k, temperature=1.):
Expand All @@ -84,7 +87,7 @@ def differentiable_topk(x, k, temperature=1.):

# load clip

perceptor, preprocess = load()
perceptor, normalize_image = load('ViT-B/32', jit = False)

# load biggan

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