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diff --git a/hpvm/docs/_static/vgg16_cifar100.png b/hpvm/docs/_static/vgg16_cifar100.png
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diff --git a/hpvm/docs/conf.py b/hpvm/docs/conf.py
index 8e65a2b3582d69e409820921dc0fe3a37ebaf3d5..fc50b689c7e6e996d2653f973c44573e49d8bc0b 100644
--- a/hpvm/docs/conf.py
+++ b/hpvm/docs/conf.py
@@ -98,7 +98,7 @@ html_theme_options = {
# Add any paths that contain custom static files (such as style sheets) here,
# relative to this directory. They are copied after the builtin static files,
# so a file named "default.css" will overwrite the builtin "default.css".
-html_static_path = []
+html_static_path = ["_static"]
# If not '', a 'Last updated on:' timestamp is inserted at every page bottom,
# using the given strftime format.
diff --git a/hpvm/docs/gallery.rst b/hpvm/docs/gallery.rst
new file mode 100644
index 0000000000000000000000000000000000000000..a7135518729f70c0a28beeec08a8080245352557
--- /dev/null
+++ b/hpvm/docs/gallery.rst
@@ -0,0 +1,31 @@
+Gallery
+=======
+
+This gallery contains example tradeoff curves for the 10 DNN benchmarks in HPVM.
+The performances shown are measured on Jetson TX2;
+these numbers are close to what is shown in `ApproxTuner <https://dl.acm.org/doi/10.1145/3437801.3446108>`_,
+with small differences due to variation in autotuning and profiling.
+
+.. list-table:: Tradeoff curves of 9 benchmark DNN networks.
+ :widths: 30 30
+ :header-rows: 0
+
+ * - .. image:: _static/lenet_mnist.png
+ :target: _static/lenet_mnist.png
+ - .. image:: _static/alexnet2_cifar10.png
+ :target: _static/alexnet2_cifar10.png
+ * - .. image:: _static/alexnet_cifar10.png
+ :target: _static/alexnet_cifar10.png
+ - .. image:: _static/alexnet_imagenet.png
+ :target: _static/alexnet_imagenet.png
+ * - .. image:: _static/vgg16_cifar10.png
+ :target: _static/vgg16_cifar10.png
+ - .. image:: _static/vgg16_cifar100.png
+ :target: _static/vgg16_cifar100.png
+ * - .. image:: _static/resnet18_cifar10.png
+ :target: _static/resnet18_cifar10.png
+ - .. image:: _static/resnet50_imagenet.png
+ :target: _static/resnet50_imagenet.png
+ * - .. image:: _static/mobilenet_cifar10.png
+ :target: _static/mobilenet_cifar10.png
+ -
diff --git a/hpvm/docs/getting-started.rst b/hpvm/docs/getting-started.rst
index cbf5d0b095c1035acf8bfcc7aaccf1d3cb0be3ce..82a582283e7f7071a77ef55c1e2d9eca5fa9668d 100644
--- a/hpvm/docs/getting-started.rst
+++ b/hpvm/docs/getting-started.rst
@@ -222,7 +222,7 @@ while ``configs_profiled.png`` shows the final performance-accuracy tradeoff cur
An example of ``configs_profiled.png`` looks like this (proportion of your image may be different):
-.. image:: tradeoff-curves/alexnet2_cifar10.png
+.. image:: _static/alexnet2_cifar10.png
-----------------------
diff --git a/hpvm/docs/index.rst b/hpvm/docs/index.rst
index e964b84b33265427e929b2c3ee65d3d01d4842c9..70817d4bef3773e36c0033944c83bb9d4cec424e 100644
--- a/hpvm/docs/index.rst
+++ b/hpvm/docs/index.rst
@@ -54,6 +54,7 @@ Documentation
components/index
specifications/index
developerdocs/index
+ gallery
Indices and tables
------------------
diff --git a/hpvm/docs/tradeoff-curves/alexnet2_cifar10.pdf b/hpvm/docs/tradeoff-curves/alexnet2_cifar10.pdf
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diff --git a/hpvm/docs/tradeoff-curves/alexnet_cifar10.pdf b/hpvm/docs/tradeoff-curves/alexnet_cifar10.pdf
deleted file mode 100644
index 22be739d4367882417b45036ea9fe098b5797e35..0000000000000000000000000000000000000000
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diff --git a/hpvm/docs/tradeoff-curves/alexnet_imagenet.pdf b/hpvm/docs/tradeoff-curves/alexnet_imagenet.pdf
deleted file mode 100644
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diff --git a/hpvm/docs/tradeoff-curves/index.rst b/hpvm/docs/tradeoff-curves/index.rst
deleted file mode 100644
index 551ac34089fd55872ef3c408948c6c6d63707d87..0000000000000000000000000000000000000000
--- a/hpvm/docs/tradeoff-curves/index.rst
+++ /dev/null
@@ -1,6 +0,0 @@
-Gallery
-=======
-
-This gallery contains example tradeoff curves for the 10 DNN benchmarks in HPVM.
-
-.. image:: alexnet_cifar10.pdf
diff --git a/hpvm/docs/tradeoff-curves/lenet_mnist.pdf b/hpvm/docs/tradeoff-curves/lenet_mnist.pdf
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