From 9eee6fed39e01448eb19b25a0103ab952883eb13 Mon Sep 17 00:00:00 2001
From: Jules Laplace <julescarbon@gmail.com>
Date: Wed, 15 Jan 2020 21:12:04 +0100
Subject: params...

---
 cli/app/search/search_dense.py | 3 +++
 1 file changed, 3 insertions(+)

(limited to 'cli/app/search/search_dense.py')

diff --git a/cli/app/search/search_dense.py b/cli/app/search/search_dense.py
index ecce837..56228cd 100644
--- a/cli/app/search/search_dense.py
+++ b/cli/app/search/search_dense.py
@@ -327,6 +327,9 @@ def find_dense_embedding_for_images(params, opt_tag="inverse_" + timestamp(), op
     sample_labels = in_file['ytrain'][()]
     sample_fns = in_file['fn'][()]
     NUM_IMGS = sample_images.shape[0] # number of images to be inverted.
+    if NUM_IMGS < BATCH_SIZE:
+      BATCH_SIZE = NUM_IMGS
+      SAMPLE_SIZE = NUM_IMS
     print("Number of images: {}".format(NUM_IMGS))
     print("Batch size: {}".format(BATCH_SIZE))
     def sample_images_gen():
-- 
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