pytorch

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--- pytorch [2019/08/26 04:24] – [PyTroch TVM] rex8312
+++ pytorch [2024/03/23 02:38] (현재) – 바깥 편집 127.0.0.1
@@ 줄 1: / 줄 1: @@
 ====== PyTorch ======
-{{tag>pytorch python}}
-Windows에서 설치
-  conda install -c peterjc123 pytorch
 ===== examples =====
@@ 줄 15: / 줄 9: @@
   * https://github.com/rasbt/deeplearning-models
+====== Optimization ======
+  * [[https://nvlabs.github.io/eccv2020-mixed-precision-tutorial/files/szymon_migacz-pytorch-performance-tuning-guide.pdf|pytorch performance tuning guide, 2020-08]]
+    * https://www.youtube.com/watch?v=9mS1fIYj1So
+    * https://twitter.com/karpathy/status/1299921324333170689
+===== Dataloader ======
+  * https://tanelp.github.io/posts/a-bug-that-plagues-thousands-of-open-source-ml-projects/
 ===== Pytorch visualization =====
@@ 줄 120: / 줄 122: @@
   * https://krshrimali.github.io/Announcing-PyTorch-CPP-Series/
+===== options =====
+<code python>
+torch.set_printoptions(linewidth=120)
+torch.set_grad_enabled(True)
+</code>
+===== custom layer 구현 =====
+  * https://towardsdatascience.com/how-to-build-your-own-pytorch-neural-network-layer-from-scratch-842144d623f6
+===== RL =====
+  * RLkit: Reinforcement learning framework and algorithms implemented in PyTorch
+    * https://github.com/vitchyr/rlkit
+===== scikit -> pytorch ====
+  * https://github.com/microsoft/hummingbird
+===== Lazy Tensor =====
+  * http://www.kernel-operations.io/keops/index.html
+{{tag>pytorch python}}
+===== Computer Vision =====
+  * https://github.com/kornia/kornia
+{{tag>pytorch CV vision kornia}}
+===== Pytorch for ARM64 =====
+  * https://mathinf.com/pytorch/arm64/
+{{tag>pytorch arm64 rasberry_pi}}

pytorch.1566793447.txt.gz · 마지막으로 수정됨: 2024/03/23 02:37 (바깥 편집)