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yrmo
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cudagrad
CUDA C++ strided float tensor automatic differentiation engine with Python bindings
MIT License
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MNIST PyTorch model
#71
yrmo
opened
18 hours ago
0
Two Moons PyTorch model
#70
yrmo
opened
18 hours ago
0
XOR PyTorch model
#69
yrmo
opened
18 hours ago
0
OR PyTorch model
#68
yrmo
opened
18 hours ago
0
MaxPool2d
#67
yrmo
opened
18 hours ago
0
Conv2d
#66
yrmo
opened
18 hours ago
1
Benchmark against PyTorch in README for each model
#65
yrmo
opened
5 days ago
0
Organize Python tests in `tests`
#64
yrmo
opened
2 months ago
1
Softmax
#63
yrmo
closed
2 months ago
0
Implement `nn.CrossEntropyLoss`
#62
yrmo
opened
2 months ago
1
Implement `nn.softmax`
#61
yrmo
closed
2 months ago
9
Implement `__setitem__` slice for `DataProxy` (moons 89.17s -> 12.79s, xor 24.42s -> 4.83s)
#60
yrmo
closed
2 months ago
2
Allow `slice` to be passed to `__getitem__` `__setitem__` (at least `[:]`)
#59
yrmo
closed
2 months ago
2
Use /usr/bin for Jenkinsfile ENV...
#58
yrmo
closed
2 months ago
0
Show matrix dimensions when in invalid dimensions error
#57
yrmo
opened
4 months ago
0
Implement transpose for MSE column matrix version
#56
yrmo
opened
4 months ago
2
Add `mypy`/`cpplint`/`python project.py lint` workflow
#55
yrmo
closed
4 months ago
1
Ignore submodules when `python project.py clean`
#54
yrmo
closed
4 months ago
0
`ZeroNet` should return `Tensor` in MNIST `__call__`
#53
yrmo
closed
4 months ago
2
Fix `/examples/*` mypy issues
#52
yrmo
closed
4 months ago
2
Move `/profiles` to `/examples`
#51
yrmo
closed
4 months ago
0
Add convolutional and max pooling operations (2D) to Tensor
#50
yrmo
closed
18 hours ago
3
Add backward training to MNIST ZeroNet
#49
yrmo
opened
4 months ago
1
Remove numpy from `mnist.py`
#48
yrmo
closed
4 months ago
6
Add `-Wshadow`
#47
yrmo
opened
4 months ago
0
`mnist.py` plot scalar zero output for all input images
#46
yrmo
closed
4 months ago
0
Fix and add `test_backward.py` and `test_forward.py` to `python project.py test ...`
#45
yrmo
closed
4 months ago
0
MacOS `pip install .`
#44
yrmo
closed
4 months ago
1
Move `tensor.so` copying logic from `setup.py` to `CMakeLists.txt`
#43
yrmo
opened
5 months ago
1
Make MNIST training ZeroNet script
#42
yrmo
closed
5 months ago
0
Fix pybind11 CCCL build (CMakeLists.txt)
#41
yrmo
closed
5 months ago
0
`.item()` core dumped in `Tensor.ipynb`
#40
yrmo
closed
5 months ago
0
Remove hard code `CMAKE_CUDA_ARCHITECTURES`
#39
yrmo
opened
5 months ago
0
Migrate `std::vector` to `thrust::host/device_vector`
#38
yrmo
opened
5 months ago
2
`mlp.py` -> `xor.py`, `linear.py` -> `or.py` + move examples to `/cudagrad/examples/`
#37
yrmo
closed
4 months ago
2
Fix CUDA CMake warning settings ("warning: style of line directive is a GCC extension")
#36
yrmo
opened
5 months ago
0
PyPI 0.1.0 working CUDA `hello`
#35
yrmo
closed
7 months ago
0
Make example notebook
#34
yrmo
closed
5 months ago
0
Try using `__dict__` not `dir` in `Module`
#33
yrmo
opened
8 months ago
0
Add visual to `Neuron/Linear`
#32
yrmo
closed
8 months ago
0
Make `MLP` generic
#31
yrmo
closed
8 months ago
1
Add two moons MLP model
#30
yrmo
closed
8 months ago
4
Make `moons.py` MLP for two moons dataset
#29
yrmo
closed
8 months ago
1
Implement LeCun Initialization for MLP/Linear
#28
yrmo
opened
8 months ago
1
Profile `python -m cudagrad.mlp`
#27
yrmo
closed
8 months ago
1
Implement `__pow__`
#26
yrmo
opened
8 months ago
0
Tensorize `cudagrad.nn.sgd`
#25
yrmo
closed
2 months ago
10
`Tensor([1], [4.2]).data()` returns empty `list`
#24
yrmo
opened
8 months ago
1
Append commit hash to `__version__` if not `python project.py publish`
#22
yrmo
opened
8 months ago
0
Use `std::string` for `Tensor.op_` and add to `repr`
#21
yrmo
closed
8 months ago
2
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