Gap: Flow

code_5.py

STEPS = 1000

print("Gap: Flow")

start_mem = psutil.virtual_memory().used
start_time = time.time()

dataset.minibatch = 32
train_generator = dataset.minibatch
print("PRE-TIME", time.time() - start_time)

start_time = time.time()
step = 0
for x_batch, y_batch in train_generator:
    step += 1
    if step > STEPS: break

print("TIME", time.time() - start_time)

curr_mem = psutil.virtual_memory().used
print("Memory Used: %.2f GB" % ((curr_mem - start_mem) / GB))

# Release unused memory
gc.collect()
time.sleep(5)