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import numpy as np

np.random.seed(42)


def sigmoid(z):
    return 1 / (1 + np.exp(-z))


def d_sigmoid(z):

goldsborough

macro_rules! hex {
    (0) => {48};
    (9) => {57};
    (A) => {65};
    (F) => {70};
    (a) => {97};
    (z) => {102};
    (0..9) => {48...57};
    (A..F) => {65...70};
    (a..f) => {97...102};

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test_RNGState (test_torch.TestTorch) ... ok
test_RNGStateAliasing (test_torch.TestTorch) ... ok
test_Size (test_torch.TestTorch) ... ok
test_abs (test_torch.TestTorch) ... ok
test_accreal_type (test_torch.TestTorch) ... ok
test_acos (test_torch.TestTorch) ... ok
test_add (test_torch.TestTorch) ... ok
test_addbmm (test_torch.TestTorch) ... ok
test_addmm (test_torch.TestTorch) ... ok
test_addmv (test_torch.TestTorch) ... ok

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diff --git a/torch/csrc/autograd/autograd.h b/torch/csrc/autograd/autograd.h
index f04b472e..7ff9a39f 100644
--- a/torch/csrc/autograd/autograd.h
+++ b/torch/csrc/autograd/autograd.h
@@ -2,12 +2,14 @@
 #define THP_AUTOGRAD_H
 
 PyObject * THPAutograd_initExtension(PyObject *_unused);
-bool THPAutograd_initFunctions(PyObject* module);
+void THPAutograd_initFunctions();

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# Instructions for installing GCC 4.9 on various platforms.
# The commands show instructions for GCC 4.9, but any higher version will also work!

# Ubuntu (https://askubuntu.com/questions/466651/how-do-i-use-the-latest-gcc-on-ubuntu/581497#581497)
sudo apt-get install software-properties-common
sudo add-apt-repository ppa:ubuntu-toolchain-r/test
sudo apt-get update
sudo apt-get install gcc-4.9 g++-4.9
sudo update-alternatives --install /usr/bin/gcc gcc /usr/bin/gcc-4.9 60 --slave /usr/bin/g++ g++ /usr/bin/g++-4.9

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const int kRuns = 1000;
const int kWarmUp = 100000;

void benchmark() {
  using clock = std::chrono::high_resolution_clock;
  using duration = std::chrono::duration<double, std::micro>;

  auto x = make_variable(CPU(kFloat).randn({10, 10}), true);
  backward(x.sum());

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AUTOGRAD_CONTAINER_CLASS(DefoggerModel) {
  // Multi level LSTM model from starcraft_defogger.
 public:
  struct Parameters {
    int map_embsize = 64;
    int race_embsize = 8;
    int dec_convsize = 3;
    int dec_depth = 3;
    int dec_embsize = 128;
    int hid_dim = 256;

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Skipping /home/psag/pytorch/pytorch/torch/csrc/api/include/torch/optimizers.h. Compile command not found.
Skipping /home/psag/pytorch/pytorch/torch/csrc/api/include/torch/serialization.h. Compile command not found.
Skipping /home/psag/pytorch/pytorch/torch/csrc/api/include/torch/torch.h. Compile command not found.
Skipping /home/psag/pytorch/pytorch/torch/csrc/api/include/torch/detail.h. Compile command not found.
Skipping /home/psag/pytorch/pytorch/torch/csrc/api/include/torch/nn/module.h. Compile command not found.
Skipping /home/psag/pytorch/pytorch/torch/csrc/api/include/torch/nn/modules/conv.h. Compile command not found.
Skipping /home/psag/pytorch/pytorch/torch/csrc/api/include/torch/nn/modules/modules.h. Compile command not found.
Skipping /home/psag/pytorch/pytorch/torch/csrc/api/include/torch/nn/modules/functional.h. Compile command not found.
Skipping /home/psag/pytorch/pytorch/torch/csrc/api/include/torch/nn/modules/batchnorm.h. Compile command not found.
Skipping /home/psag/pytorch/pytorch/torch/c

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class Any {
public:
  
  template<typename T>
  explicit Any(T&& value) : content_(new Holder<T>(std::forward<T>(value))) {}
  
  Any(const Any& other) : content_(other.content_->clone()) {}
  
  Any(Any&& other) { swap(other); }
  

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insert_at_end_unordered_set_small_string(100000             14.41ms    69.42
insert_at_end_sorted_vector_set_small_string(10            353.95ns    2.83M
insert_at_end_sorted_vector_set_small_string(10              7.74us  129.14K
insert_at_end_sorted_vector_set_small_string(10            791.95us    1.26K
insert_at_end_sorted_vector_set_small_string(10             65.09ms    15.36
insert_at_end_sorted_vector_set_small_string(10               6.90s  144.85m
insert_at_end_unordered_set_large_string(100000             27.17ms    36.81
insert_at_end_sorted_vector_set_large_string(10              1.07us  932.14K
insert_at_end_sorted_vector_set_large_string(10             16.40us   60.99K
insert_at_end_sorted_vector_set_large_string(10            507.14us    1.97K