* Fix target convert in batcher
* Align hidden code in training and update loss to use config
* Align imports with example
* Remove unused import and fix guide->crate
* Made compatible with thumbv6m-none-eabi
* Added example of no_std on rp2040
* Added documentation on usage in no_std
* Rename rp2040 example and add README.md
* Add Hard Sigmoid activation function
* Add ONNX import conversion for HardSigmoid
* Update supported operators list
* Update book
* Make test comparison approximate to eliminate precision issues
* Add burn-candle test
* Fix name in E2E test generator
* make contacts deterministic across Worlds
* add top k acc
* update book
---------
Co-authored-by: Charles Bournhonesque <cbournhonesque@snapchat.com>
* renaming repeat to repeat_dim
* implementing repeat function
* renaming repeat files to repeat_dim
* renaming part 2
* renaming part 3
* renaming part 4
* renaming part 5
* adding test file
* adding unit test
* adding rust book documentation
* adding function args doc
* fixing tests
* changing repeat api to match pytorch equivalent
* fixing clippy error
* initial commit to try implement from_dataframes for a burn dataset
* added the beginnings of tests. removed ref to self in utility method
* added unit test for dataframe module. added utility methods to convert polars rows to burn dataset values
* putting polars and dataframe mod behind a fearure flag
* testing both methods
* added a if let OK so that it doesn't panic. if we can't convert serde map to json string. added comments
* using polars serializer, renaming vars
* removed prints. just unwrapping
* setting feature flags back
* return Value::Null rather than panic if we can't serialize list value. no longer convert to object before converting to string. no longer using serde_json to_string method
* Use native deserializer instead of serde_json
* added support for lazyframes. added support to deserialize a few more data. added a few more tests
* Remove lazy, add more testing and other fixes
* Update the book
* Remove lazy feature
* Put back lazy feature for polars
---------
Co-authored-by: Dilshod Tadjibaev <939125+antimora@users.noreply.github.com>
* Move QuantizationScheme to burn-tensor
* Refactor QuantizedTensorPrimitive to include the quantization strategy
* Fix QFloat tensor data display
* Refactor quantization methods to use scheme and qparams (on backend device)
* Fix clippy
* Fix fmt
* Add qtensor primitive tests
* Add QuantizationBackend, QTensorOps and QTensor
* Refactor QTensorOps as part of Backend trait
* Add tensor dequantize, QFloat dtype and default affine/symmetric quant
* Add ndarray default quantization implementation
* Fix clippy
* Add rayon parallel iter
* Add quantization operations to book
* Add q_shape and q_device ops to avoid converting the tensor just to get attributes
* Implement autodiff grad ops
* Mark autodiff todo for QAT
* Remove note
* Add q_inner and q_from_inner
* Implement 3D and transposed 3D convolutions.
* Merge changes from onnx-ir #1921 pr
---------
Co-authored-by: Dilshod Tadjibaev <939125+antimora@users.noreply.github.com>
* Move distribution to module
* Add new TensorData with serialization support
* Implement display and from for TensorData
* Add missing Cargo.lock
* Add missing bytemuck feature
* Add zeros, ones, full and random TensorData methods
* Refactor Data -> TensorData usage
* Fix tests
Since TensorData is not generic over the element type anymore no type inference can be done by the compiler. We must explicitly cast the expected results to the expected backend type.
* Remove commented line
* Fix import
* Add record-backward-compat
* Remove dim const generic from TensorData
* Support NestedValue de/serialization with TensorData
* Fix burn-jit tests
* Remove eprinln
* Refactor onnx import to use TensorData
* Fix tch from_data
* Fix nested value serialization for u8
* Fix missing import
* Fix reduce min onnx test
* Fix deprecated attribute
* Remove shape getter
* Remove strict assert in tests
* Add tensor data as_bytes
* Add tensor check for rank mismatch
* Fix typo (dimensions plural)
* Fix error message
* Update book examples with from_data and fix Display impl for TensorData
* Add deprecation note
In the Record page, there are 4 places where "Pack" is written as
"Park." Also, the fix makes them the same as the official name, which
has no space and is in CamelCase.
Co-authored-by: towerpark <t56ouhw1d@mozmail.com>
* Adds remainder ops implementation for Tensor.
* Adds test for % operator.
* Add remainder and % operator entry in tensor.md
---------
Co-authored-by: Jonas Kantic <jk.mail@posteo.net>
* #1747
Upgrade Rust dependencies
* Revert upgrade for tch
The update of tch on windows gives an error:
INTEL MKL ERROR: The specified module could not be found. mkl_vml_avx2.1.dll.
Intel MKL FATAL ERROR: cannot load mkl_vml_avx2.1.dll or mkl_vml_def.1.dll.
* Keep only .cargo/config.toml file which works with rust > 1.75
---------
Co-authored-by: Sylvain Benner <sylvain@benner.online>
* resolve conflict
* move `gate_product` to `GateController`
* BiLstm needs to use its own initializer when init
* resolve conflicts
* add some comments
* improve doc
* correct the description of GateController
* fix fmt
* add `LstmState`
* add test for state
* set batch 2 in bilstm test
* resolve conflict
* fix
* fix doc
* change the batch size back to 1
* change the batch size back to 1
* modify docstring; delete dead comment
Guillaume Lagrange