burn/examples
Guillaume Lagrange c0211e2f94
Add static tensor quantization (#1963)
* 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
2024-07-08 10:16:58 -04:00
..
custom-csv-dataset feat cube support Array (#1907) 2024-06-19 17:03:02 -04:00
custom-image-dataset Refactor tensor data (#1916) 2024-06-26 20:22:19 -04:00
custom-renderer Add configurable application logger to learner builder (#1774) 2024-05-16 16:25:33 -04:00
custom-training-loop [Fusion] Support multi-precision fusion (#1718) 2024-05-02 18:22:56 -04:00
custom-wgpu-kernel Add static tensor quantization (#1963) 2024-07-08 10:16:58 -04:00
gelu Feat: Dynamic cube count dispatch (#1975) 2024-07-06 19:17:01 -04:00
guide Print module part3 - Update book (#1940) 2024-07-01 12:42:17 -05:00
image-classification-web Consistent sync/async handling, allow more functions to be async for wasm. (#1936) 2024-07-02 08:25:28 -04:00
mnist Refactor tensor data (#1916) 2024-06-26 20:22:19 -04:00
mnist-inference-web Consistent sync/async handling, allow more functions to be async for wasm. (#1936) 2024-07-02 08:25:28 -04:00
named-tensor docs(book-&-examples): modify book and examples with new `prelude` module (#1372) 2024-02-28 13:25:25 -05:00
notebook docs(book-&-examples): modify book and examples with new `prelude` module (#1372) 2024-02-28 13:25:25 -05:00
onnx-inference Refactor tensor data (#1916) 2024-06-26 20:22:19 -04:00
pytorch-import Refactor tensor data (#1916) 2024-06-26 20:22:19 -04:00
simple-regression Add learner training report summary (#1591) 2024-04-11 12:32:25 -04:00
text-classification Refactor tensor data (#1916) 2024-06-26 20:22:19 -04:00
text-generation [Fusion] Support multi-precision fusion (#1718) 2024-05-02 18:22:56 -04:00