v0.59.2

Fix

• Copy model to cpu for quantized inference (0c5d88e)

v0.59.1

Fix

• tests: Add step_lut to state_dict (e18f46f)
• precomputed: Do not copy input to cpu (586b774)
• precomputed: Set step_lut as non trainable parameter (95954c2)

v0.59.0

Feature

• Add xnor-popcount based mac bin impl (6a63eb3)
• Basic fxp mac + hw/sw simulation tests (f34a1ed)
• Handle colons in ghdl sim parsing (f485531)
• Parse ghdl output (3f7e05f)
• Add number_conversion (1fde323)

Fix

• Make mac impl use round to zero logic (f8c674f)
• chore: Exclude simulations from coverage (de6a293)
• chore: Exclude simulations from coverage (3b31a45)
• Ignore one more line for ghdl out parsing (c48ec8f)
• Remove need for csv in testbench (f905bbf)

Documentation

• Add documentation for number conversion (617e2c6)

v0.58.0

Feature

• tests: Add small integration test to verify that conv1d layer generates correct design (da45cc3)
• tests: Add small integration test to verify that linear layer creates correct design (f71e43f)
• tests: Add tests for linear design (55a366a)
• tests: Add tests for fixed point linear layer (2e959b6)
• linear: Use bias as default (14b01be)
• tests: Add tests for the conv1d design (c2c94bd)
• Add parameter getters (3c184c0)
• tests: Add tests for conv1d layer (c645297)

Fix

• Remove already dropped padding, stride and dilation (79494fe)
• Remove stride and padding as supported parameters for conv1d (05b57d1)
• Remove unnecessary output quantization of the SiLU base module (350faa5)

Documentation

• readme: Use create_design function instead of translate in minimal example (b9351ca)

v0.57.1

Fix

• Try to exclude test files from build (f282ac0)

v0.57.0

Feature

• Exclude tests from build (72b8e0a)
• Global math operations depend on math operations of supported layers (127ffdb)

v0.56.0

Feature

• Add a public quantize function to allow initial quantization of model inputs (c8a170c)
• Add layers to init file in fixed_point package to improve usability (93917d8)

Fix

• Fix broken imports and other errors that leads to failing tests (6eac561)
• Remove deprecated layers (59cdaae)
• Remove deprecated layers (d55c041)
• Outdated imports (650a71e)

Documentation

• Add glossary entry (8855e02)
• Update minimal example to reflect the most recent changes (8f122a0)
• Start glossary (b2d82cd)

v0.55.2

Fix

• Add dummy batch dimension to meet the requirements of the batch norm (0f499f0)

v0.55.1

Fix

• Fix non existing in_channels variable and remove unused import (0e73c2d)

v0.55.0

Feature

• Implemented batch normed conv1d layer (cd6836c)

Fix

• Typing and errors (af6f859)