From 90a7a93e5d13105ba111fe1fae46148aa077c49e Mon Sep 17 00:00:00 2001
From: Akhil Raj <akhil.raj1997@gmail.com>
Date: Mon, 5 Jun 2023 22:12:16 +0530
Subject: [PATCH] Error in the The operator 'aten::_linalg_solve_ex.result' in
 the aug_transforms function in the Data Augmentation Fixes #588

---
 02_production.ipynb | 30 ++++++++++++++++++++++++++++--
 1 file changed, 28 insertions(+), 2 deletions(-)

diff --git a/02_production.ipynb b/02_production.ipynb
index 245f46988..779619c0f 100644
--- a/02_production.ipynb
+++ b/02_production.ipynb
@@ -926,7 +926,8 @@
     }
    ],
    "source": [
-    "bears = bears.new(item_tfms=Resize(128), batch_tfms=aug_transforms(mult=2))\n",
+    "custom_aug_transforms = [RandomResizedCrop(128, min_scale=0.35), Flip(), Brightness(), Contrast(), Rotate(max_deg=10.0)]\n",
+    "bears = bears.new(item_tfms=Resize(128), batch_tfms=custom_aug_transforms)\n",
     "dls = bears.dataloaders(path)\n",
     "dls.train.show_batch(max_n=8, nrows=2, unique=True)"
    ]
@@ -2004,9 +2005,34 @@
    "split_at_heading": true
   },
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.9.13"
+  },
+  "toc": {
+   "base_numbering": 1,
+   "nav_menu": {},
+   "number_sections": true,
+   "sideBar": true,
+   "skip_h1_title": false,
+   "title_cell": "Table of Contents",
+   "title_sidebar": "Contents",
+   "toc_cell": false,
+   "toc_position": {},
+   "toc_section_display": true,
+   "toc_window_display": false
   }
  },
  "nbformat": 4,