* 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
* 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
* refactor execute_dynamic into Execution
* minor change
* extension cfg
* jitkernel and sourcekernel
* add todo statement
* cleanup and docs
* update book
* fix server dependancy on compiler
* refactor into shader information
* refactor to compile shader once
* clippy
* clippy
* clippy
* fix doc
* fix doc
* fmt
* rename feature flag
* refactor
* All broked
* compile at the right time
* todo done
* all dynamic
* all dynamic in template too
* fmt
* fix ci
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Co-authored-by: nathaniel <nathaniel.simard.42@gmail.com>
* wip autotune compute
* too much generics
* wip
* megawip
* in progress
* first test passes
* first test passes
* fixed test
* refactor for cache hit and miss
* cleanup and fixes
* doc and stuff
* doc and stuff
* clippy
* format
* remove lifetime
* cleanup operation
* wip
* wip
* compiles
* wip mutable borrow
* refactor with autotune server
* wip tune benchmark
* test passes
* fix autotune key
* cache hit miss tests
* refactor wgpu to match burn-compute
* better operation execution
* cleanup & refactor
* test for parametered kernel
* fmt
* fmt
* clippy
* allow clippy
* fix no-std
* fmt
* review and ci
* Fix CI
* delete dummy benchmarks again
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Co-authored-by: nathaniel <nathaniel.simard.42@gmail.com>
Guillaume Lagrange