- 24 Jan, 2022 1 commit
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Shucai Xiao authored
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- 21 Jan, 2022 3 commits
- 11 Jan, 2022 1 commit
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turneram authored
Add HardSigmoid onnx parser and unit tests Produces mathematical equivalent to ONNX operator through combination of existing pointwise ops. Resolves #1028
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- 05 Jan, 2022 1 commit
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turneram authored
Fix bug caused by casting time seed to float
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- 28 Oct, 2021 1 commit
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Shucai Xiao authored
This PR is the ref implementation of the nonmaxsuppression operator. It always returns the max possible output shape, which is the problem tracked in issue #948.
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- 20 Oct, 2021 1 commit
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Shucai Xiao authored
Implementation of the roialign operator. For now, we have only the ref implementation. When we run a model on the GPU, we fall back the execution to use the ref implementation.
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- 14 Oct, 2021 1 commit
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Umang Yadav authored
Inverse of DepthToSpace op Co-authored-by:Shucai Xiao <shucai@gmail.com>
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- 08 Oct, 2021 2 commits
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Shucai Xiao authored
This PR is for the nonzero operator with static output shape. Co-authored-by:
Paul Fultz II <pfultz2@yahoo.com> Co-authored-by:
mvermeulen <5479696+mvermeulen@users.noreply.github.com>
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Umang Yadav authored
Previously dot operator was defined as C = alpha * A . B + beta * C where * is scalar multiplication and . is dot product or matrix multiplication depending on dimension of the inputs. Aim is to have the definition of dot operator as C = A . B without having alpha or beta. In order to achieve the same effect as alpha and beta (1) it multiplies the one of the inputs to the dot operator with alpha value. (2) if beta is present then, multiplies the C with beta and then adds into the output from step 1.
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- 01 Oct, 2021 2 commits
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turneram authored
Add multinomial op to onnx parser with ref and GPU implementations. The onnx parser inserts a literal of shape {batch_size, sample_size} with random values in the range [0, 1) and inserts existing ops to compute the cumulative density function. The multinomial operator multiplies the random values by the sum of the CDF and returns the index of the first element of the CDF that is greater than the result, representing samples randomly drawn from [0, class_size) that follow the log-probability distribution. Resolves #821 Co-authored-by: -
turneram authored
Add RandomNormal, RandomNormalLike, RandomUniform, and RandomUniformLike to onnx parser and onnx tests Each pair of Random*/Random*Like is implemented using a single op_parser because the ops share the same essential attributes and algorithm with the difference that Random*Like get the output type and/or shape from an input argument and Random* take both from attributes. Resolves #907 Resolves #959
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- 29 Sep, 2021 1 commit
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Cagri Eryilmaz authored
Supports 1,11,13 ONNX Operator Set
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- 17 Sep, 2021 2 commits
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Paul Fultz II authored
This reverts commit 9e43cb8b.
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Umang Yadav authored
This PR aims to remove alpha and beta attributes from dot operator completely. Previously dot operator was defined as C = alpha * A . B + beta * C where * is scalar multiplication and . is dot product or matrix multiplication depending on dimension of the inputs. Aim is to have the definition of dot operator as C = A . B without having alpha or beta. In order to achieve the same effect as alpha and beta (1) it multiplies the one of the inputs to the dot operator with alpha value. (2) if beta is present then, multiplies the C with beta and then adds into the output from step 1.
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- 16 Sep, 2021 1 commit
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Shucai Xiao authored
Add Loop operator for opset version 13. Notes: 1) Default max iteration number is 10 if no max iteration number is provided 2) To change the max iter number, a user can set the max_loop_iterations in the onnx_option struct when parsing a model. 3) The returned shape of the scan output is from the max_loop_iterations even the actual loop num is less than that. This issue also applies to other operators like NonZero and NonMaxSuppression. A issue #948 is created to track this and to be resolved later. Co-authored-by:
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- 10 Sep, 2021 1 commit
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turneram authored
Add ability to parse ThresholdedRelu ONNX operator. Resolves #888 Co-authored-by:
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- 02 Sep, 2021 2 commits
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turneram authored
Implement the Where operator for the CPU and GPU. This is for better performance.
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Shucai Xiao authored
* add topk operator doe ref, cpu and gpu * Hash modules for quicker lookup of modules * add onnx unit test * add unit tests for the topk operator Co-authored-by:
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- 31 Aug, 2021 1 commit
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Shucai Xiao authored
* fix two asserts for debug build * add unit test for copy parameters * clang format * add a unit test for reorder_dims * change tranpose to always require perm not be empty * clang format * remove an unnecessary line * fix tidy error * fix review comments
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- 24 Aug, 2021 1 commit
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Umang Yadav authored
* rename broadcast and multibroadcast output_lens attribute to out_lens attribute, and change tests and source code to reflect the same * change the reshape attribute from dims to out_lens * change transpose attribute's name from dims to perm to reflect better meaning * use permutation instead of perm for transpose clang formaating * use dims instead of out_lens for reshape clang formatting
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- 18 Aug, 2021 1 commit
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turneram authored
* Add operators, refactor parsers, add rewrite passes, add tests * Add ref implementations * Move broadcasting of scales and zero points to onnx parser * Allow for x and zero_point to have different types in quantizelinear; fix zero_point default type * Switch certain variables to int64_t * Fix overflow in implicit constant conversion * Remove operators.hpp from includes in tf_test.cpp * Add conversion for int32 input to quantizelinear and add test case; remove operators.hpp from onnx_test.cpp includes * Switch dequantizelinear math from int32 to float * Remove changes to operators.hpp * Simplify apply_quantizelinear * Add verify test for int32 data * Add rewrite_quantization back to CMakeLists * Add passes to insert qdq after add_bias is applied, replace quant_ops, and remove remaining qdq pairs * Renaming, refactoring, cleaning up code, adding formal test, and adding passes to targets * Renaming, review comments, begin adding more specific tests * Add more specific unit tests * Fix failing test on CI * Correct matcher and update qop rewriting, update tests and add more tests * Update matcher, clean up simplify_qdq, tweak tests * Add tests, remove pass from CPU target, update dot parameters, clean up simplify_qdq * Fix correctness bug in ref q/dq implementations; edit gemm parser to make beta always 0.0 * Remove unused variables in onnx gemm tests
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- 28 Jul, 2021 1 commit
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Shucai Xiao authored
* fix an issue for type mismatch in parsing gemm * clang format * add unit tests * clang format * add missing onnx file Co-authored-by:Chris Austen <causten@users.noreply.github.com>
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- 21 Jul, 2021 2 commits
- 17 Jul, 2021 1 commit
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Umang Yadav authored
* gemm_test_workign clang_formatting tests passing clang formatting look for beta not equal to one * make_use of broadcastable_binary_op clang formatting * make use of common_op clang formatting * move transposes after multiplication clang formatting fix transpose formatting fix cpp check foramtting * fix parsing conditions and ci fails
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- 15 Jul, 2021 1 commit
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turneram authored
* Add operators, refactor parsers, add rewrite passes, add tests * Formatting * Fix cppcheck * Review comments * Formatting * Combine rewrite passes * Formatting * Add ref implementations * Formatting * Review comments * Formatting * Tidy warnings * Apply review comments * Formatting * Fix CI error * Formatting * Increase code coverage * Formatting * Move broadcasting of scales and zero points to onnx parser * Formatting * Allow for x and zero_point to have different types in quantizelinear; fix zero_point default type * Formatting * Increase code coverage * Formatting * Switch certain variables to int64_t * Formatting * Fix overflow in implicit constant conversion * Formatting * Increase code coverage * Formatting * Remove operators.hpp from includes in tf_test.cpp * Formatting * Add conversion for int32 input to quantizelinear and add test case; remove operators.hpp from onnx_test.cpp includes * Formatting * Switch dequantizelinear math from int32 to float * Formatting * Remove changes to operators.hpp * Simplify apply_quantizelinear * Formatting * Add verify test for int32 data * Add rewrite_quantization back to CMakeLists
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- 01 Jul, 2021 1 commit
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Cagri Eryilmaz authored
* slice+step+reverse: parsing + onnxfile + test * cleanup * updates for step operator, abs axis * test updates * updates to tests * slice+reverse verify test * verify test for slice+step+reverse * clang format * reverse with lens * simplify normalize_compute_shape * step op: normalization for axes * clang format * change of order: fixing wrong functionality in some cases * test for slice,reverse,step * clang format Co-authored-by:
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- 27 Jun, 2021 1 commit
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Shucai Xiao authored
* Add definitions for all pointwise operators * Formatting * Add cpp generator class * Formatting * Move compilation to core * Formatting * Add clock to tmp name * Add dynamic loader * Formatting * Add tests for code gen * Formatting * Add test for literals * Formatting * Use with_char * Add missing header * Fix mismerge * Ignore tidy warning * Fxx gcc 5 errors * Apply fixits * Skip signed bitwise of status * Remove unused parameters * Explicitly add c++14 flag * Fix tidy warning * unify the compute function signature * clang format * make another change * unify the compute function * clang format * remove unnecessary code * more refinement about the operator compute funciton * clang format * add an overload function * clang format * add support for axes inputs for sequeeze/unsqueeze/reduce_sum * clang format * fix build problems * backup code changes * clang format * Add tuple type to shape class * Formatting * fix a bug in parsing quantizelinear operator * clang format * fix a cppcheck error * disable different versions of unit tests for different onnx version * clang format * upgrade onnx to 1.8 * update onnx to 1.8.1 * disable two more real models * clang format * Make data member private * Formatting * Add sub arguments * Formatting * Trun clang format off * Disable clang-format * fix review comments * fix the function of assign axes in parsing the squeeze operator * add unit tests and fix a bug * clang format * fix review comments * clang format * fix a build error * backup code changes * clang format * add more unit tests and add parsing opset version * clang format * Improve visiting tuples * Formatting * fix cppcheck error * adding installing the onnx package * resolve no protobuf compiler * add an inline subgraph pass * clang format * Add more argument tests * Formatting * Handle tuple in load * Formatting * code backup * clang format * Remove .o files * Add tuple type to api * Formatting * fix build errors * clang format * code backup * code backup * add unit tests for the inline subgraph * clang format * refine the inline subgraph and parse if operator * clang format * fix cppcheck issue * clang format * add unit test for inline subgraph pass * clang format * fix format issue * remove the context from the if operator * clang format * simplify the compute functions * Fix tidy warnings * fix cppcheck error * clang format * fix cppcheck error * Fix tidy warnings * fix a cppcheck error * clang format * Add a test for share method * Formatting * Add a test cpp_type * add unit tests for more code coverage * clang format * add unit tests to have more code coverage * clang format * try a comment in jenkins build * include the install onnnx line * code backup * reorder the dependenciesd installed * refine dockerfile * fix review comments * clang format * remove unnecessary overload function * fix cppcheck error * change back the argument test * Suppress tidy warning * add the operator get_tuple_elem * clang format * add get_tuple_elem to operator include file * chang if to support multiple operation outputs * clang format * optimize inline subgraph * clang format * code backup * clang format * fix bug * refine unit tests for tuple output of the if operator * clang format * refine a instruction replacement code * add a unit test and sort all the unit tests alphabetically * fix cppcheck error * add more unit tests for multiple op outputs * clang format * fix cppcheck error * Update pass manager to get modules after every pass * more unit test to cover more scenarios * clang format * fixed a bug in a unit test * add more tests * clang format * add more unit tests to have more code coverage * fix a bug in a unit test * Add program overload for module * Formatting * Hash modules for quicker lookup of modules * Bump file version * Add methods to remove modules * Formatting * add the tuple type to the support list * Eliminate unused modules * Formatting * Fix test errors * Foramtting * Fix tidy issues * fix problem related to inline subgraph * clang format * fix review comments * fix review comments * fix review comments * fix review comments * clang format * fix a unit test * one more code change * remove an optimization related to the if operator * clang format * fix review comments Co-authored-by:
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- 25 Jun, 2021 2 commits
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Shucai Xiao authored
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Shucai Xiao authored
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- 16 Jun, 2021 1 commit
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Shucai Xiao authored
* backup implementation of resize enhancement * clang format * code backup for the resize * clang format * fix build error for resize operator * clang format * tmp code backup * clang format * code backup * clang format * remove changes in parse_resize * remove unnecessary changes * clang format * add unit test for the bug * clang format * remove print code * remove a semi-colon * clang format * fix a tidy error * clang format * add contiguous for nonstd input for the resize operator * clang format * code backup * clang format * fix build error * code backup * clang format * code backup * code backup * clang format * add unit tests for resize_linear * clang format * refine a function name * clang format * fix cppcheck error * clang format * fix cppcheck error * fix review comments * clang format * backup code changes * clang format * add unit tests for resize operator * clang format * remove an unused header file * remove an unused header file * remove unrelated unit tests * refine parsing resize inputs * clang format * fix cppcheck error * fix cppcheck error * remove unnecessary code * clang format * fix cppcheck error * clang format * fixed a bug * clang format * fix review comments * clang format Co-authored-by:
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- 10 Jun, 2021 1 commit
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Cagri Eryilmaz authored
* init reverseOp branch: ref op + ref test. WIP * first passing basic test * cleanup * additional axis implementation * additional test * ref op implementation vec to int for axis * ref op test change for axis * initial gpu files and test * updates to implementation and test * fixed some issues * clang format * cleanup * formatting * removing comments * changes to parse_slice.cpp debug copy * cleanup + additional axis for reverse instruction * formatting * remove local size, back to default * update tests: replace with std functions * multiple axis for reverse op * fix a build error * clang format * changes to parse_slice.cpp debug copy * cleanup + additional axis for reverse instruction * formatting * axes update to parse slice * typo * more tests * fix a bug for the reverse device function * clang format * fix a bug * clang format * ref test updates, multiaxis * formatting * formatting, cleanup bool op * casting for tidy warning * tidy fix * remove bool, add steps, check only negative axis * clang-format * step op for parse slice * cleanup & format * missing axis for logsoftmax_nonstd_input_test * updated onnx file for logsoftmax_nonstd_input_test * updates to parse slice. tests for slice+reverse, slice+step+reverse * removing tests for slice+step+reverse as step requires normalization, will move it to other branch. removed related lines and tests * duplicate test removal * some refinement of the code * clang format * undefined behavior fix * undef behavior v2 * formatting * formatting & updates * change to parse slice * update to parse_slice for undef/asan + test update * formatting * remove header, no if * assertions + change the loop from axis to steps for logsoftmax test segfault Co-authored-by:
Shucai Xiao <Shucai.Xiao@amd.com> Co-authored-by:
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- 09 Jun, 2021 1 commit
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kahmed10 authored
* alternative impl * formatting * add gpu pass to insert pad * formatting * update onnx test, still need cleanup * formatting * update tf_test * modify existing tests * formatting * remove print * code cleanup * formatting * code cleanup * formatting * fix tidy and cppcheck * remove variable * add test * formatting * add test and address comments * formatting Co-authored-by:
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- 26 Apr, 2021 1 commit
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turneram authored
* Add scan struct; add initial tests; initial algorithm by cases; refactor into one algorithm; clean up code * Rename; restructure; begin adding additional attributes * refactor to use shape_for_each; temporarily drop reverse mode * Add back reverse mode with shape_for_each_reverse; update tests; add axis bounds check * Begin adding to onnx parser * Add to onnx parser * Fix onnx test * Fix CI warnings * Update algorithm to use slice+par_for; update gen_onnx; remove .o files; remove redundant axis normalizing * Add exclusive mode * Add reverse mode * Remove .pyc file * Fix warning * Remove shape_for_each_reverse; clean up pointer usage for exclusive cases * Remove unused variable * Fix onnx test * Add test case to op_shape_test * Formatting * Formatting * Fix tidy warning * Formatting * Formatting * Formatting * Increase code coverage * Formatting * refine the script for creating the cumsum onnx file * Alphabetize includes for operators.hpp * Revise onnx test * Remove redundant bounds check * Formatting and style * Alphabetize tests * Remove duplicate tests from merge * Fix tidy warning for sub_test Co-authored-by:
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- 23 Apr, 2021 1 commit
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Shucai Xiao authored
* add support for axes inputs for sequeeze/unsqueeze/reduce_sum * clang format * fix build problems * backup code changes * clang format * fix a bug in parsing quantizelinear operator * clang format * fix a cppcheck error * disable different versions of unit tests for different onnx version * clang format * upgrade onnx to 1.8 * update onnx to 1.8.1 * disable two more real models * clang format * fix review comments * fix the function of assign axes in parsing the squeeze operator * add unit tests and fix a bug * clang format * fix review comments * clang format * fix a build error * backup code changes * clang format * add more unit tests and add parsing opset version * clang format * fix cppcheck error * adding installing the onnx package * resolve no protobuf compiler * fix cppcheck error * add unit tests for more code coverage * clang format * try a comment in jenkins build * include the install onnnx line * code backup * reorder the dependenciesd installed * refine dockerfile * fix review comments * clang format Co-authored-by:
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- 07 Apr, 2021 1 commit
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Shucai Xiao authored
* add a contiguous check before the reshape in parsing resize * clang format * add a unit test to the fix in parse_resize * clang format
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- 05 Apr, 2021 1 commit
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Shucai Xiao authored
* code cleanup * clang format * backup code * clang format * remove unnecessary code * clang format * add module print function * code backup * refine the module::print function * refine the module:to_value() function * code backup * backup code changes * code backup * remove to_value and from_value function from the module class * rename a function * rename the if operator * refine the if operator * refine the print function of module and program * code backup * code backup * fix a build warning * fix overload of compute_shape function * code backup * fix unit test error * fix cppcheck error * fix the issue related to the overload of compute_shape * fix review comments * fix cppcheck error * change the return name of if_op to be if * clang format * fix two unit tests * clang format * rename variables * clang format * remove the unused compute_op function * clang format * add lowering of if operator and compute_op function * clang format * add parsing if operator in onnx file * clang format * fix clang tidy format * clang format * add the gpu implementation of the if operator * enhance the validate function and uncomment a unit test * clang format * remove unnecessary code * add sub_module processing in ref passes * clang format * clang format * fix a hang issue related to the valid function * fix an issue in replace_refs * clang format * fix review comments * clang format * fix cppcheck error * clang format * add a unit test for more code coverage * clang format * fix review comments and add test for more code coverage * clang format * fix cppcheck error * clang format * fix cppcheck error * fix a cppcheck error * clang format * backup code * clang format * fix cppcheck error * clang format * some code refinement * clang format * code backup to handle submodules in module compilation * clang format * code backup * clang format * code backup * clang format * fix a bug related to literal id * fix a bug in gpu execution * change the way of compiling a graph * clang format * backup more changes * clang format * refine pass log information * remove unnecessary code * clang format * temp changes backup * clang format * add module name prefix to scratch memory id in hip_memory_allocation * clang format * change to copy the cond input by inserting a copy instruction * clang format * change to use the if output argument as the submodule output so can remove a gpu_copy * clang format * consider submodule in some compile passes * clang format * fix review comments * clang format * fix issues related to scratch memory * clang format * remove unnecessary code * fix cppcheck error * clang format * reslove the implicit dependencies issue related to submodule * clang format * fix cppcheck error * clang format * backup temp changes * clang format * fixed an bug in the has_instruction function * clang format * fix the return value of the gpu implementation of the if operator * fix a bug in the compute_shape function in the gpu implementation * add an if onnx unit test * clang format * add more unit tests * clang format * tmp code backup * clang format * fix a sync problem related to copy cond argument from gpu to cpu * clang format * change the compile offload copy flag setting * clang format * enable copy from cpu to be able to do synchronous copy * clang format * add more unit tests * add more unit tests * add more ref unit tests * clang format * fixed a bug error * tmp code backup * clang format * fixed an onnx verify unit test * add more unit tests * clang format * reverse a change * fix cppcheck error * fix cppcheck error * fix to print all instructions in program execution * clang format * fix bugs related to memory coloring and offload copy to be true * clang format * remove unnecessary include header file * sort test cases in ref_cpu_ops alphabetically * clang format * add a flag to disable cpu target in verification test * change the way to disable some tests * clang format * disable verify unit test of the if operators * add a function call to have more code coverage * fix a build error * fix review comments * fix review comments * clang format * add a api gpu unit test for more code coverage * clang format * change to use instruction.size() as node index * move the calc_implicit_deps function to module class as a member function * clang format * move the offload_copy flag setting to lowering * clang format * assign the module_eval lambda function to a variable to simplify code * clang format * move the compute function from ref/gpu implementation to the main if operator * clang format * fix cpp check error * add a unit test for more code coverage * clang format * add unit test to calculate implicit deps * add a python unit test * clang format * refine a unit test to have more code coverage * clang format * chang the way of wrap up arguments for sub modules * clang format * fix some build errors * code cleanup * refine unit tests to have more code coverage * clang format * refine unit test to have more code coverage * code backup * clang format * add memory coloring test * refine memory coloring unit test * clang format * remove an unnecessary line * remove an unused line * remove an unnecessary parameter in the lambda function * clang format * refine a unit test * remove an unnecessary line * refine unit tests to have more code coverage * clang format * combine two lines * add one more unit test for more code coverage * clang format * add one more unit test * clang format * fix review comments * refine a print out information * fix review comments * clang format * change the sync copy to using a gpu device sync * clang format * remove unnecessary code Co-authored-by:
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- 18 Mar, 2021 1 commit
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kahmed10 authored
* fix relu6 * add more transposes * add parse_tf calls * progress on multi_outputs * formatting * add multi output test * add comment and update migraphx.py * fix compile * formatting * update tools/api * formatting * fix function call * fix generate * simplify tests * formatting * rename tests * enclose braces * add more tests * update comments * rename file and add default param * formatting * fix tidy and change type * formatting older files Co-authored-by:
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