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* Modified set_nodeattr to allow using it on repeated fields (#18) * [base]: changed how the floats, ints, strings, tensors, graphs and sparse_tensors field of AttributeProto is set. * [Core] restrict attributes to tested types Co-authored-by: Yaman Umuroglu <yamanu@xilinx.com> * Support for non-square input images and kernels for im2col node (#20) * [im2col.py]: support for non-square input images and kernels, [test_im2col]: added/modified several test cases for (non-)square images and kernels * [im2col]: support for non-square input images and kernels, [test_im2col]: added/modified several test cases for (non-)square images and kernels * [test_general_transformation]: changed kernel_size attribute to list instead of integer as required by im2col node * [base]: changed how the "ints" field of AttributeProto set. [test_general_transformation]: changed the type of the kernel_size attribute to list of integers * removed unused import * [base]: added support for writing repeated fields in AttributeProto * minor style changes * [im2col, test_im2col]: added support for non-equal padding * [lower_convs_to_matmul]: added support for non-square input images and kernels and non-equal padding. [test_conv_lowering]: added/modified test cases for non-equal padding, depthwise convolution and 'standard' convolution. * [test_conv_lowering]: included 1D depthwise and regular convolutions in tests * Revert "[test_conv_lowering]: included 1D depthwise and regular convolutions in tests" This reverts commit 3ff449c * Revert "[lower_convs_to_matmul]: added support for non-square input images and kernels and non-equal padding." This reverts commit 15e34ed. * Revert "[im2col, test_im2col]: added support for non-equal padding" This reverts commit c524020. * [im2col]: changed how a square kernel is instantiated. [lower_convs_to_matmul]: changed how the kernel size attribute is read (based on how a square kernel is instantiated). * [im2col]: minor change in style. * [Im2Col] style fixes and comments Co-authored-by: Yaman Umuroglu <yamanu@xilinx.com> * Update AUTHORS.rst * Support for non-square input images and kernels in LowerConvsToMatMul transformation (#16) * [im2col.py]: support for non-square input images and kernels, [test_im2col]: added/modified several test cases for (non-)square images and kernels * [im2col]: support for non-square input images and kernels, [test_im2col]: added/modified several test cases for (non-)square images and kernels * [test_general_transformation]: changed kernel_size attribute to list instead of integer as required by im2col node * [base]: changed how the "ints" field of AttributeProto set. [test_general_transformation]: changed the type of the kernel_size attribute to list of integers * removed unused import * [base]: added support for writing repeated fields in AttributeProto * minor style changes * [im2col, test_im2col]: added support for non-equal padding * [lower_convs_to_matmul]: added support for non-square input images and kernels and non-equal padding. [test_conv_lowering]: added/modified test cases for non-equal padding, depthwise convolution and 'standard' convolution. * [test_conv_lowering]: included 1D depthwise and regular convolutions in tests * Revert "[test_conv_lowering]: included 1D depthwise and regular convolutions in tests" This reverts commit 3ff449c * Revert "[lower_convs_to_matmul]: added support for non-square input images and kernels and non-equal padding." This reverts commit 15e34ed. * Revert "[im2col, test_im2col]: added support for non-equal padding" This reverts commit c524020. * [im2col] function compute_conv_output_dim can now be called in case non-equal and equal padding is assumed. [test_im2col] changed function call to compute_conv_output_dim. [test_conv_lowering] changed function call to compute_conv_output_dim. [lower_convs_to_matmul] removed old assertion. * [im2col]: changed how a square kernel is instantiated. [lower_convs_to_matmul]: changed how the kernel size attribute is read (based on how a square kernel is instantiated). * [im2col]: changed how a square kernel is instantiated. [lower_convs_to_matmul]: changed how the kernel size attribute is read (based on how a square kernel is instantiated). * [im2col]: minor change in style. * [test_conv_lowering]: minor fix for test case depthwise and regular convolutions * Support for non-square input images and kernels for im2col node (#20) * [im2col.py]: support for non-square input images and kernels, [test_im2col]: added/modified several test cases for (non-)square images and kernels * [im2col]: support for non-square input images and kernels, [test_im2col]: added/modified several test cases for (non-)square images and kernels * [test_general_transformation]: changed kernel_size attribute to list instead of integer as required by im2col node * [base]: changed how the "ints" field of AttributeProto set. [test_general_transformation]: changed the type of the kernel_size attribute to list of integers * removed unused import * [base]: added support for writing repeated fields in AttributeProto * minor style changes * [im2col, test_im2col]: added support for non-equal padding * [lower_convs_to_matmul]: added support for non-square input images and kernels and non-equal padding. [test_conv_lowering]: added/modified test cases for non-equal padding, depthwise convolution and 'standard' convolution. * [test_conv_lowering]: included 1D depthwise and regular convolutions in tests * Revert "[test_conv_lowering]: included 1D depthwise and regular convolutions in tests" This reverts commit 3ff449c * Revert "[lower_convs_to_matmul]: added support for non-square input images and kernels and non-equal padding." This reverts commit 15e34ed. * Revert "[im2col, test_im2col]: added support for non-equal padding" This reverts commit c524020. * [im2col]: changed how a square kernel is instantiated. [lower_convs_to_matmul]: changed how the kernel size attribute is read (based on how a square kernel is instantiated). * [im2col]: minor change in style. * [Im2Col] style fixes and comments Co-authored-by: Yaman Umuroglu <yamanu@xilinx.com> * Update AUTHORS.rst Co-authored-by: Yaman Umuroglu <yamanu@xilinx.com> * Added support for dilation value = 2 for 1D and 2D images/kernels (#17) * [im2col.py]: support for non-square input images and kernels, [test_im2col]: added/modified several test cases for (non-)square images and kernels * [im2col]: support for non-square input images and kernels, [test_im2col]: added/modified several test cases for (non-)square images and kernels * [test_general_transformation]: changed kernel_size attribute to list instead of integer as required by im2col node * [base]: changed how the "ints" field of AttributeProto set. [test_general_transformation]: changed the type of the kernel_size attribute to list of integers * removed unused import * [base]: added support for writing repeated fields in AttributeProto * minor style changes * [im2col, test_im2col]: added support for non-equal padding * [lower_convs_to_matmul]: added support for non-square input images and kernels and non-equal padding. [test_conv_lowering]: added/modified test cases for non-equal padding, depthwise convolution and 'standard' convolution. * [test_conv_lowering]: included 1D depthwise and regular convolutions in tests * Revert "[test_conv_lowering]: included 1D depthwise and regular convolutions in tests" This reverts commit 3ff449c * Revert "[lower_convs_to_matmul]: added support for non-square input images and kernels and non-equal padding." This reverts commit 15e34ed. * Revert "[im2col, test_im2col]: added support for non-equal padding" This reverts commit c524020. * [im2col] added support for dilations = 2 for 2D and 1D images. Dilation value must be equal along each axis. [test_im2col] added several test cases in case dilations = 2 (a.o. cases where image and kernel are 2D and 1D, with and without padding, and with stride = 2). [lower_convs_to_matmul] added support for dilation value. Dilation value must be equal along each axis. [test_conv_lowering] added test case for dilations = 2 for 2D and 1D images and kernels, with and without padding, and with stride = 2. * [lower_convs_to_matmul] removed old assertion [test_conv_lowering] added more dilation values to test cases. Dilation values of {1, 2, 3, 4} are tested. * [im2col] function compute_conv_output_dim can now be called in case non-equal and equal padding is assumed. [test_im2col] changed function call to compute_conv_output_dim [test_conv_lowering] changed function call to compute_conv_output_dim * [im2col] function compute_conv_output_dim can now be called in case non-equal and equal padding is assumed. [test_im2col] changed function call to compute_conv_output_dim. [test_conv_lowering] changed function call to compute_conv_output_dim. [lower_convs_to_matmul] removed old assertion. * [im2col]: changed how a square kernel is instantiated. [lower_convs_to_matmul]: changed how the kernel size attribute is read (based on how a square kernel is instantiated). * [im2col]: changed how a square kernel is instantiated. [lower_convs_to_matmul]: changed how the kernel size attribute is read (based on how a square kernel is instantiated). * [im2col]: changed how a square kernel is instantiated. [lower_convs_to_matmul]: changed how the kernel size attribute is read (based on how a square kernel is instantiated). * [im2col]: minor change in style. * [test_conv_lowering]: minor fix for test case depthwise and regular convolutions * [im2col]: minor style adjustment. [test_conv_lowering]: merged test functions into one test function. * Support for non-square input images and kernels for im2col node (#20) * [im2col.py]: support for non-square input images and kernels, [test_im2col]: added/modified several test cases for (non-)square images and kernels * [im2col]: support for non-square input images and kernels, [test_im2col]: added/modified several test cases for (non-)square images and kernels * [test_general_transformation]: changed kernel_size attribute to list instead of integer as required by im2col node * [base]: changed how the "ints" field of AttributeProto set. [test_general_transformation]: changed the type of the kernel_size attribute to list of integers * removed unused import * [base]: added support for writing repeated fields in AttributeProto * minor style changes * [im2col, test_im2col]: added support for non-equal padding * [lower_convs_to_matmul]: added support for non-square input images and kernels and non-equal padding. [test_conv_lowering]: added/modified test cases for non-equal padding, depthwise convolution and 'standard' convolution. * [test_conv_lowering]: included 1D depthwise and regular convolutions in tests * Revert "[test_conv_lowering]: included 1D depthwise and regular convolutions in tests" This reverts commit 3ff449c * Revert "[lower_convs_to_matmul]: added support for non-square input images and kernels and non-equal padding." This reverts commit 15e34ed. * Revert "[im2col, test_im2col]: added support for non-equal padding" This reverts commit c524020. * [im2col]: changed how a square kernel is instantiated. [lower_convs_to_matmul]: changed how the kernel size attribute is read (based on how a square kernel is instantiated). * [im2col]: minor change in style. * [Im2Col] style fixes and comments Co-authored-by: Yaman Umuroglu <yamanu@xilinx.com> * Update AUTHORS.rst * Support for non-square input images and kernels in LowerConvsToMatMul transformation (#16) * [im2col.py]: support for non-square input images and kernels, [test_im2col]: added/modified several test cases for (non-)square images and kernels * [im2col]: support for non-square input images and kernels, [test_im2col]: added/modified several test cases for (non-)square images and kernels * [test_general_transformation]: changed kernel_size attribute to list instead of integer as required by im2col node * [base]: changed how the "ints" field of AttributeProto set. [test_general_transformation]: changed the type of the kernel_size attribute to list of integers * removed unused import * [base]: added support for writing repeated fields in AttributeProto * minor style changes * [im2col, test_im2col]: added support for non-equal padding * [lower_convs_to_matmul]: added support for non-square input images and kernels and non-equal padding. [test_conv_lowering]: added/modified test cases for non-equal padding, depthwise convolution and 'standard' convolution. * [test_conv_lowering]: included 1D depthwise and regular convolutions in tests * Revert "[test_conv_lowering]: included 1D depthwise and regular convolutions in tests" This reverts commit 3ff449c * Revert "[lower_convs_to_matmul]: added support for non-square input images and kernels and non-equal padding." This reverts commit 15e34ed. * Revert "[im2col, test_im2col]: added support for non-equal padding" This reverts commit c524020. * [im2col] function compute_conv_output_dim can now be called in case non-equal and equal padding is assumed. [test_im2col] changed function call to compute_conv_output_dim. [test_conv_lowering] changed function call to compute_conv_output_dim. [lower_convs_to_matmul] removed old assertion. * [im2col]: changed how a square kernel is instantiated. [lower_convs_to_matmul]: changed how the kernel size attribute is read (based on how a square kernel is instantiated). * [im2col]: changed how a square kernel is instantiated. [lower_convs_to_matmul]: changed how the kernel size attribute is read (based on how a square kernel is instantiated). * [im2col]: minor change in style. * [test_conv_lowering]: minor fix for test case depthwise and regular convolutions * Support for non-square input images and kernels for im2col node (#20) * [im2col.py]: support for non-square input images and kernels, [test_im2col]: added/modified several test cases for (non-)square images and kernels * [im2col]: support for non-square input images and kernels, [test_im2col]: added/modified several test cases for (non-)square images and kernels * [test_general_transformation]: changed kernel_size attribute to list instead of integer as required by im2col node * [base]: changed how the "ints" field of AttributeProto set. [test_general_transformation]: changed the type of the kernel_size attribute to list of integers * removed unused import * [base]: added support for writing repeated fields in AttributeProto * minor style changes * [im2col, test_im2col]: added support for non-equal padding * [lower_convs_to_matmul]: added support for non-square input images and kernels and non-equal padding. [test_conv_lowering]: added/modified test cases for non-equal padding, depthwise convolution and 'standard' convolution. * [test_conv_lowering]: included 1D depthwise and regular convolutions in tests * Revert "[test_conv_lowering]: included 1D depthwise and regular convolutions in tests" This reverts commit 3ff449c * Revert "[lower_convs_to_matmul]: added support for non-square input images and kernels and non-equal padding." This reverts commit 15e34ed. * Revert "[im2col, test_im2col]: added support for non-equal padding" This reverts commit c524020. * [im2col]: changed how a square kernel is instantiated. [lower_convs_to_matmul]: changed how the kernel size attribute is read (based on how a square kernel is instantiated). * [im2col]: minor change in style. * [Im2Col] style fixes and comments Co-authored-by: Yaman Umuroglu <yamanu@xilinx.com> * Update AUTHORS.rst Co-authored-by: Yaman Umuroglu <yamanu@xilinx.com> Co-authored-by: Yaman Umuroglu <yamanu@xilinx.com> * Update quantavgpool2d.py (#22) Add "Copyright (c) 2021 Xilinx, Inc" heather * [batchnorm_to_affine]: epsilon value is now read out from the attributes. (#21) [test_batchnorm_to_affine]: added a test case for various epsilon values. * Added 3D to 4D (tensor) transformation (#19) * [im2col.py]: support for non-square input images and kernels, [test_im2col]: added/modified several test cases for (non-)square images and kernels * [im2col]: support for non-square input images and kernels, [test_im2col]: added/modified several test cases for (non-)square images and kernels * [test_general_transformation]: changed kernel_size attribute to list instead of integer as required by im2col node * [base]: changed how the "ints" field of AttributeProto set. [test_general_transformation]: changed the type of the kernel_size attribute to list of integers * removed unused import * [base]: added support for writing repeated fields in AttributeProto * minor style changes * [im2col, test_im2col]: added support for non-equal padding * [lower_convs_to_matmul]: added support for non-square input images and kernels and non-equal padding. [test_conv_lowering]: added/modified test cases for non-equal padding, depthwise convolution and 'standard' convolution. * [test_conv_lowering]: included 1D depthwise and regular convolutions in tests * Revert "[test_conv_lowering]: included 1D depthwise and regular convolutions in tests" This reverts commit 3ff449c * Revert "[lower_convs_to_matmul]: added support for non-square input images and kernels and non-equal padding." This reverts commit 15e34ed. * Revert "[im2col, test_im2col]: added support for non-equal padding" This reverts commit c524020. * [im2col] added support for dilations = 2 for 2D and 1D images. Dilation value must be equal along each axis. [test_im2col] added several test cases in case dilations = 2 (a.o. cases where image and kernel are 2D and 1D, with and without padding, and with stride = 2). [lower_convs_to_matmul] added support for dilation value. Dilation value must be equal along each axis. [test_conv_lowering] added test case for dilations = 2 for 2D and 1D images and kernels, with and without padding, and with stride = 2. * [lower_convs_to_matmul] removed old assertion [test_conv_lowering] added more dilation values to test cases. Dilation values of {1, 2, 3, 4} are tested. * [im2col] function compute_conv_output_dim can now be called in case non-equal and equal padding is assumed. [test_im2col] changed function call to compute_conv_output_dim [test_conv_lowering] changed function call to compute_conv_output_dim * [im2col] function compute_conv_output_dim can now be called in case non-equal and equal padding is assumed. [test_im2col] changed function call to compute_conv_output_dim. [test_conv_lowering] changed function call to compute_conv_output_dim. [lower_convs_to_matmul] removed old assertion. * [im2col]: minor fix with assumption on kernel dimension [lower_convs_to_matmul]: minor fix with assumption on kernel dimension * [change_3d_tensors_to_4d]: added new transformation that transforms 3D tensors to 4D and changes the nodes accordingly [test_4d_conversion]: test function for 3D to 4D tensor transformation * [change_3d_tensors_to_4d]: added new transformation that changes 3D tensors to 4D. [test_4d_conversion]: added a test case for the 3D to 4D transformation. * [change_3d_tensors_to_4d]: added 3D to 4D transformation (for QuartzNet). [test_4d_conversion]: added test case for 3D to 4D transform. * [change_3d_tensors_to_4d]: changed how an invalid graph is handled. [test_4d_conversion]: changed the test case for an invalid graph. * [im2col]: changed how a square kernel is instantiated. [lower_convs_to_matmul]: changed how the kernel size attribute is read (based on how a square kernel is instantiated). * [im2col]: changed how a square kernel is instantiated. [lower_convs_to_matmul]: changed how the kernel size attribute is read (based on how a square kernel is instantiated). * [im2col]: changed how a square kernel is instantiated. [lower_convs_to_matmul]: changed how the kernel size attribute is read (based on how a square kernel is instantiated). * [im2col]: minor change in style. * [im2col]: minor style change and changed the way how a square kernel is instantiated. * [test_conv_lowering]: merged tests for depthwise and standard convolutions. * [test_conv_lowering]: minor fix for test case depthwise and regular convolutions * [im2col]: minor style adjustment. [test_conv_lowering]: merged test functions into one test function. * [change_3d_tensors_to_4d]: style fixes and comments. [test_4d_converions]: rearranged code. * [Transform] check invalid node list length * [change_3d_tensors_to_4d]: rearranged the code to make it more readable. Co-authored-by: Yaman Umuroglu <yamanu@xilinx.com> * [Docs] update tutorials * [Util] experimental: fast_mode data packing for binary (#24) * Generic partitioning feature (#23) * Add basic partitioning functionality * Mount build dir within docker container * Support for non-linear models and multi in/out partitions * Remove dataflowpartition custom op from finn-base * Fix temporary build dir for CI * Fix docstring * [create_generic_partitions]: minor modification, removed redundant output value_info entries. (#26) * [extend_partition]: added a new transformation ExtendPartition. (#27) [test_extend_partition]: added a test case for the new transformation. * Added support for non-equal strides along different axes (#25) * [im2col]: added support for non-equal strides along different axes and cleaned up the code. [lower_convs_to_matmul]: added support for non-equal strides along different axes and cleaned up the code. [test_conv_lowering]: added test case for non-equal strides along different axes. * [im2col]: minor fix. [test_im2col]: added test case for non-equal strides along different axes. * Changes for supporting vitis_hls (#28) * [Refactor] split up RTL/HLS-related utils * [Util] rename to CallHLS and allow specifying vivado_hls/vitis_hls * [Util] more flexible stream naming in rtlsim_multi_io * Changes for supporting non-equal dilation (#29) * added support for non-equal dilation value along (H, W) dimension * added test cases for non-equal dilation configurations * appending dilation value along dummy dimension correctly (i.e. with a '1') * changed tensor sparsity annotation for consistency * Support infer_datatype for flatten layer (#30) * Support infer_datatype for flatten layer * [InferDT] add more identity op types for datatype inference * [Lint] fix linting issues Co-authored-by: Yaman Umuroglu <maltanar@gmail.com> * Update AUTHORS.rst * Create python-publish.yml * Add ZCU111 board to part map (#32) * Update AUTHORS.rst Co-authored-by: Mirza Mrahorovic <34712307+mmrahorovic@users.noreply.github.com> Co-authored-by: jalezeta <51440887+jalezeta@users.noreply.github.com> Co-authored-by: Felix Jentzsch <45395194+fpjentzsch@users.noreply.github.com>
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