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certik
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mlc
Machine Learning Compiler
MIT License
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Add MNIST 2 version (with batch normalization) in C
#81
certik
closed
5 months ago
0
Add NumPy BatchNorm2D implementation that agrees with TensorFlow
#80
certik
closed
5 months ago
2
Use "beautiful_mnist" from tinygrad
#79
certik
closed
5 months ago
2
Show how to differentiate matmul
#78
certik
closed
6 months ago
0
Add equivalent NumPy and PyTorch code for differentiation
#77
certik
closed
6 months ago
0
Add an example for forward, backward and symbolic differentiation
#76
certik
closed
6 months ago
0
PyTorch: compile the model
#75
certik
closed
6 months ago
0
Add an conv2d_kernel2 equivalent kernel
#74
certik
closed
6 months ago
0
Speedup the PyTorch training
#73
certik
opened
6 months ago
0
CI: use lowercase name
#72
certik
closed
6 months ago
0
Add initial batch NumPy inference
#71
certik
closed
6 months ago
0
Add pure NumPy inference
#70
certik
closed
6 months ago
0
CI: add a test for inference using downloaded GGUF
#69
certik
closed
6 months ago
0
Add more kernels
#68
certik
closed
6 months ago
0
fix missing argument
#67
rebcabin
closed
6 months ago
2
Draft: MNIST with batch normalization
#66
certik
closed
5 months ago
1
Implement the other MNIST network with batchnorm
#65
certik
opened
6 months ago
0
Convert the rest of the model to f16
#64
certik
closed
6 months ago
0
Use conv2d_f16
#63
certik
closed
6 months ago
0
Use relu_f16
#62
certik
closed
6 months ago
0
Use max_pool_2d_f16
#61
certik
closed
6 months ago
0
CI test failure: disconnect the graph
#60
certik
closed
6 months ago
1
Simplify the flow
#59
certik
closed
6 months ago
0
Checks and warnings in LLIR
#58
certik
opened
6 months ago
5
Use softmax_f16
#57
certik
closed
6 months ago
0
Do batch as the last (contiguous) dimension
#56
certik
opened
6 months ago
0
Finish f16 implementation
#55
certik
closed
6 months ago
0
Compute saxpy in f16
#54
certik
closed
6 months ago
0
Add tests for both f32 and f16
#53
certik
closed
6 months ago
0
Implement handling of f16 for relu
#52
certik
closed
6 months ago
0
Add PyTorch training scripts
#51
certik
closed
6 months ago
0
Cleanup array initialization
#50
certik
closed
6 months ago
0
Tranpose the data already in GGUF
#49
certik
closed
6 months ago
0
XX: make a mistake in transpose, CI should fail
#48
certik
closed
6 months ago
1
CI: Test the whole MNIST workflow
#47
certik
closed
6 months ago
0
Implement LLIR -> C code backend
#46
certik
closed
6 months ago
0
Initial LLIR implementation
#45
certik
closed
6 months ago
0
Refactor inference code into a standalone function
#44
certik
closed
6 months ago
0
commentary
#43
rebcabin
closed
6 months ago
0
Compare inferred and reference values
#42
certik
closed
6 months ago
0
minor clang-tidy issues
#41
rebcabin
closed
6 months ago
0
restore temporary instructions about gguf custom build
#40
rebcabin
closed
6 months ago
1
Put all kernels to kernels.c
#39
certik
closed
6 months ago
0
Improvements and Clarifications PR to Certik mnist9 branch
#38
rebcabin
closed
6 months ago
1
Improvements and Clarifications
#37
rebcabin
closed
6 months ago
0
Crash generating mnist-tests.gguf
#36
rebcabin
closed
6 months ago
3
Use GGUF for test images, plot the digit
#35
certik
closed
6 months ago
3
Binary format choice
#34
certik
opened
6 months ago
2
Reading GGUF
#33
certik
closed
6 months ago
1
start on gguf reader
#32
rebcabin
closed
6 months ago
5
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