delphinium

[jmitrevs]

What's Changed

• fix conv1d io_parallel resource by @jmitrevs in fix conv1d io_parallel resource #403
• Speed up CI tests by @thesps in Speed up CI tests #407
• Fix GlobalPooling1D Layers by @jmduarte in Fix GlobalPooling1D Layers #399
• Fix batched multiple inputs by @jmduarte in Fix batched multiple inputs #414
• Fixed 'qkeras_mnist_dense' example build problem qkeras_mnist_dense example fails to convert #423 by @siorpaes in Fixed 'qkeras_mnist_dense' example build problem #423 #424
• Update for pyyaml 6.0 by @thesps in Update for pyyaml 6.0 #435
• axi_stream_driver update by @nicologhielmetti in axi_stream_driver update #420
• Reshape fixes: don't repack stream for flatten; remove final reshape by @jmduarte in Reshape fixes: don't repack stream for flatten; remove final reshape #443
• Fix Conv2D with io_type = io_parallel & Strategy: Resource by @thesps in Fix Conv2D with io_type = io_parallel & Strategy: Resource #448
• Support applying Softmax over multidimensional tensors by @vloncar in Support applying Softmax over multidimensional tensors #384
• Disable some unsupported layers by @thesps in Disable some unsupported layers #447
• Fixes: quantized_relu & unsigned profiling part II by @thesps in Fixes: quantized_relu & unsigned profiling part II #441
• GarNet and GarNetStack in config.py by @yiiyama in GarNet and GarNetStack in config.py #344
• support ZeroPadding layers by @jmduarte in support ZeroPadding layers #480
• New backend development framework by @vloncar in New backend development framework #395
• Register ApplyAlpha layer templates by @thesps in Register ApplyAlpha layer templates #499
• Parsing extended by @nicologhielmetti in Parsing extended #501
• Remove intermediate casting in product by @jmitrevs in Remove intermediate casting in product #490
• Add QKeras as a package dependency by @vloncar in Add QKeras as a package dependency #511
• Copy flows from config by @thesps in Copy flows from config #510
• VivadoAccelerator backend updates by @thesps in VivadoAccelerator backend updates #508
• Optimized look-up table by @nemerchiedde in Optimized look-up table #527
• Upsampling2D test case by @ChiRuiChen in Upsampling2D test case #520
• Support UpSampling1D by @vloncar in Support UpSampling1D #475
• RNN support (part 1) by @vloncar in RNN support (part 1) #521
• Quartus Custom Matrix Multiplication & Quantization by @bo3z in Quartus Custom Matrix Multiplication & Quantization #523
• Vivado-equivalent implementation of Softmax on Quartus by @bo3z in Vivado-equivalent implementation of Softmax on Quartus #540
• Ensure 2 bits for scale in po2 quantizers by @vloncar in Ensure 2 bits for scale in po2 quantizers #531
• Link update by @bkmgit in Link update #519
• Fix removal of nodes ingested by multiple downstream nodes by @jmduarte in Fix removal of nodes ingested by multiple downstream nodes #544
• Enable SeparableConv2d by @jmduarte in Enable SeparableConv2d #547
• Extension API by @vloncar in Extension API #528
• change string ReuseFactor to int by @jmitrevs in change string ReuseFactor to int #416
• Make the size of bn scale and bias what they really are by @jmitrevs in Make the size of bn scale and bias what they really are #532
• Raise runtime error when a layer is named input by @jmduarte in Raise runtime error when a layer is named input #482
• fix insertion before a node with multiple inputs + support additional broadcasting by @jmduarte in fix insertion before a node with multiple inputs + support additional broadcasting #551
• Pointwise conv1d/2d resource by @jmduarte in Pointwise conv1d/2d resource #471
• Quartus Embedding Layer by @bo3z in Quartus Embedding Layer #548
• Fix for QActivations passed as an argument by @AdrianAlan in Fix for QActivations passed as an argument #553
• Don't override precision directly in the QKeras optimizer by @vloncar in Don't override precision directly in the QKeras optimizer #567
• Remove the in/out size from top function by @vloncar in Remove the in/out size from top function #559
• Transpose2d, Concatenate2d, and up to 3 Clones for io_stream by @jmduarte in Transpose2d, Concatenate2d, and up to 3 Clones for io_stream #402
• Remove io_serial as io_stream and add some more info in docs. by @Duchstf in Remove io_serial as io_stream and add some more info in docs. #334
• Update docs for v0.6.0 by @thesps in Update docs for v0.6.0 #453
• Use correct number of args for multiple outputs by @apfusco in Use correct number of args for multiple outputs #487
• Fixed a few typos in the documentation by @pitmonticone in Fixed a few typos in the documentation  #467
• returning integer from _compute_n_samples by @JochiSt in returning integer from _compute_n_samples #537
• Providing support for Alveo boards by @selwyn96 in Providing support for Alveo boards #552
• Make layer names case sensitive in config. by @jmitrevs in Make layer names case sensitive in config. #577
• Add issue and PR templates by @jmduarte in Add issue and PR templates #582
• Vivado Backend GRU/LSTM support by @drankincms in Vivado Backend GRU/LSTM support #560
• Update CI template syntax by @thesps in Update CI template syntax #593
• Update flow dependencies by @vloncar in Update flow dependencies #588
• Fix parsing of ZeroPadding layers by @vloncar in Fix parsing of ZeroPadding layers #595
• remove cppname by @jmitrevs in remove cppname #562
• Remove email helpline from the docs by @vloncar in Remove email helpline from the docs #601
• Fixes for GRU/LSTM in Vivado backend by @drankincms in Fixes for GRU/LSTM in Vivado backend #598
• Remove io_serial by @vloncar in Remove io_serial #609
• Fix test_graph by @vloncar in Fix test_graph #611
• Override parent backend optimizer passes with derived backend passes by @thesps in Override parent backend optimizer passes with derived backend passes #597
• Enforce function pipelining when using io_parallel with Resource strategy by @vloncar in Enforce function pipelining when using io_parallel with Resource strategy #605
• FIFO depth optimization by @nicologhielmetti in FIFO depth optimization #509
• Add tracing support for the quartus backend by @jmitrevs in Add tracing support for the quartus backend #583
• Quartus streaming support for Activations, Dense & Batch Normalization by @bo3z in Quartus streaming support for Activations, Dense & Batch Normalization #557
• QConv alpha != 1 bug fix by @bo3z in QConv alpha != 1 bug fix #612
• Quartus Stream Embedding by @bo3z in Quartus Stream Embedding #625
• change master to main by @jmitrevs in change master to main #602
• Edit order of the optimizers in the flow so that BramFactor is followed by @jmitrevs in Edit order of the optimizers in the flow so that BramFactor is followed #621
• Softmax LUT Optimization by @bo3z in Softmax LUT Optimization #570
• Quartus Synthesis Flow Improvement by @bo3z in Quartus Synthesis Flow Improvement #618
• Quartus Extensions by @bo3z in Quartus Extensions #628
• Quartus GRU by @bo3z in Quartus GRU #596
• Quartus Merge layers by @bo3z in Quartus Merge layers #634
• fix nondefault project name handling by @jmitrevs in fix nondefault project name handling #626
• Fix parsing of logic synthesis reports by @vloncar in Fix parsing of logic synthesis reports #639
• Fix conv1d stream implementation hls directives by @Jonathan-Shoemaker in Fix conv1d stream implementation hls directives #635
• Implementation and optimizations linked to Simple-RNN and LSTM for qu… by @nemerchiedde in Implementation and optimizations linked to Simple-RNN and LSTM for qu… #575
• Softsign optimization by @nemerchiedde in Softsign optimization #585
• Parallel CNNs, Pooling & Image Layers for Quartus Backend by @bo3z in Parallel CNNs, Pooling & Image Layers for Quartus Backend #561
• Quartus Streaming Softsign (PR Softsign optimization #585 contd.) by @bo3z in Quartus Streaming Softsign (PR #585 contd.) #655
• Remove final reshapes even for Quartus by @jmitrevs in Remove final reshapes even for Quartus #661
• Unrolled CNN implementation by @vloncar in Unrolled CNN implementation #600
• the strategy was not propagated in the pytest by @jmitrevs in the strategy was not propagated in the pytest #663
• Fix keras model loading issue with loading model with KerasH5 by @calad0i in Fix keras model loading issue with loading model with KerasH5 #664
• append applied_flows container before filling instead of after by @jmitrevs in append applied_flows container before filling instead of after #641
• set version using setuptools_scm by @jmduarte in set version using setuptools_scm #479
• Argmax Softmax by @bo3z in Argmax Softmax #627
• Fix version extraction in Sphinx config by @vloncar in Fix version extraction in Sphinx config #669
• Add requested citations to README by @jmduarte in Add requested citations to README #615
• skip BatchNorm fusion when input/output is used multiple times by @jmduarte in skip BatchNorm fusion when input/output is used multiple times #481
• Use wider accum_t for (average) pooling by @vloncar in Use wider accum_t for (average) pooling #681
• Quartus Streaming Conv, Pooling & Image layers by @bo3z in Quartus Streaming Conv, Pooling & Image layers #656
• Create branch on PR by @jmduarte in Create branch on PR #636
• Delete example-prjs directory by @jmduarte in Delete example-prjs directory #682
• Adiabatically turn on pre-commit by @jmduarte in Adiabatically turn on pre-commit #678
• Add causal padding by @cgutsche in Add causal padding #688
• Update pre-commit GitHub Action by @jmduarte in Update pre-commit GitHub Action #689
• New config_from_keras_model by @vloncar in New config_from_keras_model #690
• remove obsolete np.int and np.float by @jmitrevs in remove obsolete np.int and np.float #703
• Update p-clang-format to work on mac by @jmduarte in Update p-clang-format to work on mac #704
• Fix function call in Alveo tcl script by @vloncar in Fix function call in Alveo tcl script #694
• add readme for contrib by @jmitrevs in add readme for contrib #706
• WIP Add custom KL loss layer HLS implementation by @katyagovorkova in WIP Add custom KL loss layer HLS implementation #606
• Fix incorrectly linted build() command by @vloncar in Fix incorrectly linted build() command #709
• For encoded convolution, add check for when min_width would have been larger than in_width by @jmitrevs in For encoded convolution, add check for when min_width would have been larger than in_width #610
• fifo_depth_optimization flow require ip, not writer, before running by @jmitrevs in fifo_depth_optimization flow require ip, not writer, before running #642
• update isort to fix pre-commit by @jmduarte in update isort to fix pre-commit #719
• Fixed sign parsing for ac_fixed and ac_int by @jmitrevs in Fixed sign parsing for ac_fixed and ac_int #727
• Correctly expand dims of pointwise layer by @vloncar in Correctly expand dims of pointwise layer #715
• Support keepdims in GlobalPooling layers by @vloncar in Support keepdims in GlobalPooling layers #716
• Register layer attributes in VivadoAccelerator backend by @vloncar in Register layer attributes in VivadoAccelerator backend #724
• Add quantized sigmoid, fix quantized tanh for QKeras by @jmitrevs in Add quantized sigmoid, fix quantized tanh for QKeras #569
• print_vivado_report function for nicer reports by @vloncar in print_vivado_report function for nicer reports #730
• Quartus bram factor by @jmitrevs in Quartus bram factor #700
• Fix inplace variables by @jmitrevs in Fix inplace variables #714
• Fix for cloned stream that is subsequently flattened by @jmduarte in Fix for cloned stream that is subsequently flattened #708
• Vitis HLS backend by @vloncar in Vitis HLS backend #629
• Update documentation for v0.7.0 release by @jmduarte in Update documentation for v0.7.0 release #710
• Fix release notes + version in docs by @jmduarte in Fix release notes + version in docs #742
• Fix precommits by @jmitrevs in Fix precommits #741
• mv dependabot.yml by @jmduarte in mv dependabot.yml #743
• Bump actions/setup-python from 2 to 4 by @dependabot in Bump actions/setup-python from 2 to 4 #748
• fix Vitis pragmas messed up by pre-commit by @jmitrevs in fix Vitis pragmas messed up by pre-commit #751
• Additional cleanup of the codebase by @vloncar in Additional cleanup of the codebase #750
• Fix for BatchNormalization layers with center=False or scale=False by @jmduarte in Fix for BatchNormalization layers with center=False or scale=False #754
• Remove references to GPL since we now use a different license by @jmitrevs in Remove references to GPL since we now use a different license #761
• Fix pooling layers when padding is applied from the left/top by @JanFSchulte in Fix pooling layers when padding is applied from the left/top #757
• Further update documentation for 0.7.0 by @jmitrevs in Further update documentation for 0.7.0 #744
• Update pypi-publish.yml by @jmduarte in Update pypi-publish.yml #763
• Fix pypi version by @jmduarte in Fix pypi version #766
• add a default weight_size by @jmitrevs in add a default weight_size #772
• CNNs with binary inputs and weights need fixes by @jmitrevs in CNNs with binary inputs and weights need fixes #749
• Minor documentation updates by @jmitrevs in Minor documentation updates #774

New Contributors

• @siorpaes made their first contribution in Fixed 'qkeras_mnist_dense' example build problem #423 #424
• @nemerchiedde made their first contribution in Optimized look-up table #527
• @ChiRuiChen made their first contribution in Upsampling2D test case #520
• @bo3z made their first contribution in Quartus Custom Matrix Multiplication & Quantization #523
• @bkmgit made their first contribution in Link update #519
• @apfusco made their first contribution in Use correct number of args for multiple outputs #487
• @pitmonticone made their first contribution in Fixed a few typos in the documentation  #467
• @JochiSt made their first contribution in returning integer from _compute_n_samples #537
• @selwyn96 made their first contribution in Providing support for Alveo boards #552
• @Jonathan-Shoemaker made their first contribution in Fix conv1d stream implementation hls directives #635
• @calad0i made their first contribution in Fix keras model loading issue with loading model with KerasH5 #664
• @cgutsche made their first contribution in Add causal padding #688
• @dependabot made their first contribution in Bump actions/setup-python from 2 to 4 #748
• @JanFSchulte made their first contribution in Fix pooling layers when padding is applied from the left/top #757

Full Changelog: v0.6.0...v0.7.0

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This discussion was created from the release delphinium.