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Updated for tensorflow 1 retro-compatibility #35

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Updated for tensorflow 1 retro-compatibility #35

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9 changes: 5 additions & 4 deletions gan_server/server.py
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Original file line number Diff line number Diff line change
@@ -1,9 +1,8 @@
import sys
import json
from flask import Flask, request, jsonify
from flask_cors import CORS, cross_origin
import time
import tensorflow as tf
import tensorflow.compat.v1 as tf
import tensorflow_hub as hub
import numpy as np
from scipy.stats import truncnorm
Expand All @@ -17,8 +16,10 @@
truncation = 0.5

tf.reset_default_graph()
tf.disable_eager_execution()
print('Loading BigGAN module from:', module_path)
module = hub.Module(module_path)
print('BigGAN module loaded')
inputs = {k: tf.placeholder(v.dtype, v.get_shape().as_list(), k)
for k, v in module.get_input_info_dict().items()}
output = module(inputs)
Expand All @@ -34,6 +35,7 @@

sess = tf.Session()
sess.run(initializer)
print('ready!')

def truncated_z_sample(batch_size):
values = truncnorm.rvs(-2, 2, size=(batch_size, dim_z), random_state=random_state)
Expand Down Expand Up @@ -120,7 +122,6 @@ def encode_img(arr):
return img_str

app = Flask(__name__, static_url_path='') #, static_folder='public', )
CORS(app)

@app.route('/')
def index():
Expand Down Expand Up @@ -186,4 +187,4 @@ def mix_images():
if __name__ == '__main__':
port = int(sys.argv[1]) if len(sys.argv) > 1 else 5000
print('port=', port)
app.run(host='0.0.0.0', debug=True, port=port)
app.run(host='0.0.0.0', debug=True, port=port)