dev_nbs

fastai · Apr 24, 2022 · f5dbb25 · f5dbb25
1 parent 6d5fbd8
commit f5dbb25
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Showing 5 changed files with 12 additions and 12 deletions.
diff --git a/dev_nbs/course/lesson1-pets.ipynb b/dev_nbs/course/lesson1-pets.ipynb
@@ -264,7 +264,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "learn = cnn_learner(dls, resnet34, metrics=error_rate).to_fp16()"
+    "learn = vision_learner(dls, resnet34, metrics=error_rate).to_fp16()"
    ]
   },
   {
@@ -851,7 +851,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "learn = cnn_learner(dls, resnet50, metrics=error_rate).to_fp16()"
+    "learn = vision_learner(dls, resnet50, metrics=error_rate).to_fp16()"
    ]
   },
   {
@@ -1222,7 +1222,7 @@
     }
    ],
    "source": [
-    "learn = cnn_learner(data, resnet18, metrics=accuracy)\n",
+    "learn = vision_learner(data, resnet18, metrics=accuracy)\n",
     "learn.fit(2)"
    ]
   },

diff --git a/dev_nbs/course/lesson2-download.ipynb b/dev_nbs/course/lesson2-download.ipynb
@@ -315,7 +315,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "learn = cnn_learner(dls, resnet34, metrics=error_rate)"
+    "learn = vision_learner(dls, resnet34, metrics=error_rate)"
    ]
   },
   {
@@ -733,7 +733,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "learn = cnn_learner(dls, resnet34, metrics=error_rate)"
+    "learn = vision_learner(dls, resnet34, metrics=error_rate)"
    ]
   },
   {
@@ -790,7 +790,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "learn = cnn_learner(dls, resnet34, metrics=error_rate)"
+    "learn = vision_learner(dls, resnet34, metrics=error_rate)"
    ]
   },
   {
@@ -920,7 +920,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "learn = cnn_learner(dls, resnet34, metrics=error_rate, pretrained=False)"
+    "learn = vision_learner(dls, resnet34, metrics=error_rate, pretrained=False)"
    ]
   },
   {
@@ -1009,7 +1009,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "learn = cnn_learner(dls, resnet50, metrics=error_rate, config=cnn_config(ps=0))\n",
+    "learn = vision_learner(dls, resnet50, metrics=error_rate, config=cnn_config(ps=0))\n",
     "learn.unfreeze()"
    ]
   },

diff --git a/dev_nbs/course/lesson3-head-pose.ipynb b/dev_nbs/course/lesson3-head-pose.ipynb
@@ -279,7 +279,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "learn = cnn_learner(dls, resnet34)"
+    "learn = vision_learner(dls, resnet34)"
    ]
   },
   {

diff --git a/dev_nbs/course/lesson3-planet.ipynb b/dev_nbs/course/lesson3-planet.ipynb
@@ -267,7 +267,7 @@
    "source": [
     "acc_02 = partial(accuracy_multi, thresh=0.2)\n",
     "f_score = FBetaMulti(2, thresh=0.2, average='samples')\n",
-    "learn = cnn_learner(dls, arch, metrics=[acc_02, f_score])"
+    "learn = vision_learner(dls, arch, metrics=[acc_02, f_score])"
    ]
   },
   {

diff --git a/dev_nbs/course/lesson6-pets-more.ipynb b/dev_nbs/course/lesson6-pets-more.ipynb
@@ -233,7 +233,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "learn = cnn_learner(dls, resnet34, metrics=error_rate, config=cnn_config(bn_final=True))"
+    "learn = vision_learner(dls, resnet34, metrics=error_rate, config=cnn_config(bn_final=True))"
    ]
   },
   {
@@ -429,7 +429,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "learn = cnn_learner(dls, resnet34, metrics=error_rate, config=cnn_config(bn_final=True)).load('352')"
+    "learn = vision_learner(dls, resnet34, metrics=error_rate, config=cnn_config(bn_final=True)).load('352')"
    ]
   },
   {