- 13 Jan, 2023 1 commit
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Paul authored
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- 08 Dec, 2022 2 commits
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Charlie Lin authored
Extends dot MIGX operator to handle dynamic input shapes Only allow dot between two dynamic shapes that have exactly matching outer dimensions Inner dimensions must also match correspondingly Updates dot related tests Change check_shapes to use shape.ndim() ONNX parsers for GEMM and MatMult will be updated in a separate PR
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Charlie Lin authored
No major changes required, use dyn_output and pass dynamic shape when calling compute_shape() Adds dynamic shape tests
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- 19 Oct, 2022 1 commit
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Charlie Lin authored
Refactor dynamic compute - add a compute_output_shape object that implicitly converts to a new dyn_output or shape object - dyn_output object can handle computing the static output shape of an operator given the input arguments shapes change an operator's compute function to argument compute(const dyn_output& dyn_out, std::vector<argument> args) to use dyn_output object Dynamic ref unary functions - Included these changes to have an example of the refactored dynamic compute being used - Changes to unary base class to handle dynamic shapes - Changed elu and leaky_relu to use unary base class and pointwise JIT
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- 13 Oct, 2022 2 commits
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Charlie Lin authored
Removes use_dynamic_same_auto_pad Change padding_mode to be used for dynamic padding Move compute_padded_shape to pad_calc.cpp as it will be used in other dynamic padding cases Fix same_lower compute_padded_shape bug and add a test.
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Charlie Lin authored
Rewrites the TF batch norm like operators to other MIGX operators Removes the code related to batch_norm_inference
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- 19 Aug, 2022 1 commit
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Charlie Lin authored
remove print from source
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- 04 Aug, 2022 1 commit
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Charlie Lin authored
* Dynamic shape handling in shape object * rewrite empty lens multibroadcast test * Shape class changes to handle dynamic * More throw errors for functions that don't make sense for dynamic shape * Print output changes * Serialization changes * Fixing serialization errors * Remove const on dyn_dim copy getters * Dynamic shape tests * Fix serialize errors * Add dyn_data struct to avoid ambiguous constructor * Tidy fix: emplace_back() over for loop * Tidy fix: use move * Use std::initializer_list in constructor Reverts the dyn_data struct change Should get around the ambiguous braced initialization list error * avoid typedef * element_space, min,max,opt _lens change * formatting * Comments fix * dynamic bytes() test * Seralize and reflect changes * formatting * Test the dynamic lens functions * progress * Formatting * Dynamic conv draft progress * Add operator<< tests for coverage * Coverage update * Add to conv dynamic batch test * Dynamic image size test * Dynamic weight handling * Dyn image shape test change, fix dyn weight cond * Comment update * Dynamic weights shape test and fix * Use ternary operator * Tidy fixes * Handle dynamic graph input shapes in ONNX parser * Formatting * Handle dynamic shape for convolution * formatting * cppcheck fixes * Add onnx test files * Fix typo * Disable auto_pad for dynamic input shape * check_shapes object checks for allowing dynamic shapes * Fix any_of * Change to maintain const objectness * Formatting * Check shapes allow dynamic * Refactor compute_shape() call into op.compute() Allows for per operator differences with handling dynamic shape Fix operation.hpp change to use the generator * Comment fix * Refactor normalize_attributes() calls to use max_lens() * Comment addition * Update other normalize_attributes() calls * Change to using constructor and add tests * Use const member function * Add more dynamic shape support * Add tests for error code coverage * Fix opt shape bug and add shape tests * capture all by ref * Fix typo with img shape calculation * Add more tests * dynamic auto pad attempt Linker error with pad_calc.cpp * Fix parse dyn auto_pad Should only need to use dynamic auto pad when the image shape or kernel shape are dynamic. For a dynamic batch size, the auto pad calculation is the same. * Fix linking error * Fix auto_pad bug Fixed input tensor with auto_pad setting on * auto_pad onnx tests * Fix auto_pad calculation, evaluate in ref_conv add ref_ops tests * Add shape tests, fix bugs * Refactor first two output dynamic len calculation * Conv MLIR test update * i64 MLIR test fix * Fix MLIR test typo Co-authored-by:Chris Austen <causten@users.noreply.github.com>
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- 22 Jun, 2022 1 commit
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Ted Themistokleous authored
Updated each source file in the repo with the existing license.
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- 06 May, 2022 1 commit
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Chris Austen authored
Move to CI containers to rocm 5.0.2 upgrade to 20.04 free up some more file space in github action environments
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- 19 Apr, 2022 1 commit
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Charlie Lin authored
Refactored the reference implementation of pooling to something like what was done for roialign. Moved the reference implementation of pooling from targets/ref/lowering.cpp to pooling.hpp. Removed cpu_pooling, instead using reference pooling in pooling.hpp Added reference implementation of Lp Norm pooling and the global version Added tests for the Lp Norm Pooling
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- 04 Mar, 2022 1 commit
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bpickrel authored
Changed the pooling values for two structures from strings to specialized enum classes. Many test and operator parsing changes to support this. Introduces one new source file, op_enums.cpp.
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- 08 Oct, 2021 1 commit
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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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- 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:
Paul <pfultz2@yahoo.com> Co-authored-by:
mvermeulen <5479696+mvermeulen@users.noreply.github.com>
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- 31 Aug, 2021 1 commit
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kahmed10 authored
* Add preallocate method * Add preallocate_param pass * Preallocate buffers on the cpu * Formatting * Preallocate on the gpu * Add missing cpp file * Formatting * Add lifetime function * Formatting * Improve handling of exceptions in test driver * Formatting * Auto print exception * Formatting * Fork each test case * Formatting * Exclude gcc 5 debug build * Fix tidy issues * Add color * Formatting * Create driver class * Formatting * Customize test_case names * Formatting * Report status from forked processes * Formatting * Update the verify driver * Formatting * Print out failed tests * Formatting * Fix tidy issues * Formatting * Expect passing * Improve failure reporting on non-linux systems * Fix ifdef * Always allocate * Fix tidy warning * Flush code code cov * Formatting * Fix tidy * Add const * Check if weak symbols is linked * Formatting * initial progress * formatting * Add continue flag * Formatting * Set exe name * Use stringstream and use quotes * rename vars * formatting * more testing * formatting * Fix bug when using --continue in the tests * Formatting * revert gemm * revert dot file * rename var * update cmakelists and deconv compute 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:
Shucai Xiao <shucai@gmail.com> Co-authored-by:
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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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- 08 Feb, 2021 1 commit
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Paul Fultz II authored
* Add eliminate_data_type pass * Formatting * Auto convert quant ops * Formatting * Flip the order of decompose * Compute max size differently * Formatting * Clamp values in convert * Formatting * Fix loss of precision in reduce * Formatting * Fix bugs in reduction * Fix accumulator type in reference softmax implementation * Formatting * Update convert test * Remove unused variables * Remove unnecessary quant_dot check * Formatting * Add tests * Formatting * Remove unused code * Remove duplicate ops * Remove blaze dependency * Use set since shape::type_t is no hashable on gcc 5 * Formatting Co-authored-by:
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- 18 Jan, 2021 1 commit
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kahmed10 authored
* initial testing * initial testing * add dequantize * formatting * add tests * formatting * revert file * add parse files * formatting * add axis tuning and fix tests * formatting * add tests and fix int8 * formatting * fix tidy * test with int32 * add default name and change string to upper * formatting * remove boost call * refactor to use tune_axis) * formatting
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- 14 Dec, 2020 1 commit
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Paul Fultz II authored
* Add flag to enable cpu backend * Make buffers shared * Enable optimizations * Add onednn * Formatting * Formatting * Add dnnl header * Formatting * Rewrite rnn first * Formatting * Call reference implementation * Formatting * Make literal data shared * Formatting * Add convolution * Formatting * Compensate for dilation * Formatting * Use name/make_op instead * Formatting * Rename gemm header * Formatting * Add dnnl convolution/gemm operators * Formatting * Add eliminate_contiguous * Add faster pointwise operators * Formatting * Formatting * Formatting * Add dnnl op class * Formatting * Add add op * Formatting * Add concat operator * Formatting * Add more ops * Create descriptor during finalization * Formatting * Dont rewrite pooling * Enable memory coloring * Formatting * Add output aliases * Formatting * Fix errors * Formatting * Convert literals * Add missing file * Remove batch_norm * Formatting * Use strides * Formatting * Add some debug checks * Formatting * Fix big in adjusting shape for gemm * Formatting * Fix fallback dot operator * Zero initialize buffers * Add suport for group convolutions * Formatting * Make adjust allocation target independent * Formatting * Enable adjust_allocation for gpu/cpu * Formatting * Add copy to allocation model * Formatting * Add copy operator * Formatting * Better handling of output parameters in adjust_allocation * Formatting * Build with dnnl * Make dnnl required * Fix compile error * Tidy fixes * Formatting * Tidy fixes * Formatting * Fix more tidy issues * Formatting * Add mul op * Add mul op * Set c compiler to clang as well * Compensate for normalized compute shape * Formatting * Fix cppcheck errors * Formatting * Add onednn library to hcc * Guard clang pragmas * Disable cpu mode for gcc for now * Leave it enabled it for gcc 7 * Fix cppcheck suppresion * Fix compile error on gcc 5 * Remove unused code Co-authored-by:
Shucai Xiao <shucai.xiao@amd.com> Co-authored-by:
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- 16 Nov, 2020 1 commit
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Shucai Xiao authored
* add a pass to normalize ops * clang format * add unit tests * clang format * code backup * clang format * code backup * clang format * add support for slice in the normalize_op function * clang format * add operation method api for whether we need to call normalize_op * clang format * fix review comments * clang format * rename a function namejJ * clang format * change compute_shape to normalize_compute_shape for corresponding operators * clang format * remove unnecessary code * fix various issues * clang format * add attributes to operators having axis attributes * clang format * fixed jenkins build error * clang format * fix a bug related to slice * clang format * code backup * clang format * code backup * clang format * rename a file * fix cppcheck error * some code refinement * clang format * change attributes to enum * clang format * refine the enum * clang format * remove unnecessary code * add unit tests for more code coverage and fixed a bug * clang format * remove unnecessary changes * change normalize_axes to normalize * clang format * revert back the changes in broadcast.hpp * rename normalize_axes to normalize * fix review comments * clang format * Add flag to enable cpu backend * Make buffers shared * Enable optimizations * Formatting * Try to avoid ambiguous assign in value class * fixed a build error * clang format * add the normalize_ops pass to the ref target * refactor program to module to normalize_ops pass Co-authored-by:
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- 11 Nov, 2020 1 commit
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Shucai Xiao authored
* code backup * clang format * change corresponding tool files * clang format Co-authored-by:
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- 04 Nov, 2020 1 commit
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Paul Fultz II authored
* Add all_targets cmake target * Rename target * Add ref target * Rename tests * Refactor compiler target * Formatting * Verify for every target * Formatting * Add verify test suite * Formatting * Add initial test programs * Formatting * Add rnn tests * Formatting * Validate gpu * Formatting * Remove old gpu tests * Fix gpu tests * Fix ref error * Fix tidy issues * Formatting * Tidy fixes * Fix header in python api * Rename to ref * Use ref in verify_onnx * Fix tidy issue * Build with verbose on * Fix typo * Remove verbose * rename some cpu prefix to ref Co-authored-by:
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- 07 Oct, 2020 1 commit
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Paul Fultz II authored
* Enforce op name for check_shapes class * Add test for scalar * Formatting Co-authored-by:
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- 30 Sep, 2020 1 commit
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Paul Fultz II authored
* Make global variables const * Tidy fixes * Disable some lints * Formatting * Fix tidy const * Formatting * Add missing const keywords * Formatting * More fixes * Fix remaining tidy issues * Formatting * Fix rocblas function call * Formatting * Fix nodiscard warnings * Formatting * Use named parameters * Remove overload * Add overload * Remove noncps * Use named param for node * Add auto register header * Use named parameters * Refactor jenkinsfile * Fix shadow * Add missing body variable * Add more const methods * Add hip-clang docker builds * Remove comments * Add clang-format * Add more const * Formatting * Rename stage * Disable check * Add another const * Add python 2 dev packages * Add sphinx to dockerfile
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- 10 Sep, 2020 1 commit
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Paul Fultz II authored
* Add save/load functions * Formatting * Add loading and saving to the driver * Formatting * Add return * Serialize the context with the program * Formatting * Add python API * Formatting * Add c/c++ apis * Formatting * Add tests * Formatting * Fix tidy error * Fix python doc * Restore python code * Add function name to errors * Formatting * Use lvalue for writing * Serialize context * Fix convolution and pooling operator for miopen * Formatting * Add const ref * Set target name to gpu * Add target tests * Formatting * Move register target to cpp file * Fix target test * Use make_target in driver * Formatting * Use make_target for the API * Formatting * Add cpu include * Increase timeout * Add more tests * Formatting Co-authored-by:
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- 31 Aug, 2020 1 commit
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Shucai Xiao authored
* support pooling ceil_mode * clang format * add unit test for pooling ceil mode * clang format * fix review comments * clang format * add more unit tests and fixed a bug in cpu pooling implementation * clang format * add one more unit test * clang format * fix cppcheck error * fix cppcheck error * fix cppcheck error * fix review comments * clang format * remove the padding_mode attribute in pooling * clang format * clang format * fix review comments * clang format * fix a cppcheck error * fix review comments Co-authored-by:
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- 18 Aug, 2020 1 commit
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Paul Fultz II authored
* Register ops for main migraphx * Formatting * Register cpu ops * Formatting * Show list of operators in the driver * Formatting * Simplify regiter * Try to register gpu ops * Fix compiler errors * Register rest of the gpu operators * Add some tests * Formatting * Fix gcc compiler warnings * Formatting * Fix tidy warnings * Fix compile error * Use correct op name * Register layer norm * Use const ref * Make run const
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- 21 Jul, 2020 1 commit
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kahmed10 authored
* add reflect method * add reflect to cpu_op Co-authored-by:
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- 16 Jul, 2020 1 commit
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kahmed10 authored
* initial progress * formatting * check existing tests * formatting * change for loop to transform * formatting * add tests * formatting * remove comment * add more tests * update gpu miopen calls * formatting * initial progress * add cpu impl and tests * formatting * add NOLINT * add 3d test * formatting * add more op_shape tests * fix error msg * fix bounds * formatting * fix algorithm * formatting * pin numpy version Co-authored-by:
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- 09 Jul, 2020 1 commit
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Paul Fultz II authored
* Initial cpu conv-nd * Formatting * Make index signed * Formatting * Assert the indices are greater than 0 * Use equal instead of lexicographical_compare * Formatting * Fix tidy errors * Formatting * Handle different types * Formatting * Fix nested visits * Formatting * Add 3d conv test * Formatting * revert unnecessary changes * remove a print line * Fix ICE * Formatting * Use absolute path Co-authored-by:
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- 30 Jun, 2020 1 commit
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Shucai Xiao authored
* change the batchnorm cpu implementation to support multiple input dimensions * clang format * add unit tests for cpu batch_norm nd implementation * clang format Co-authored-by:
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- 10 Jun, 2020 1 commit
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Shucai Xiao authored
* initial progress * formatting * add pooling changes * formatting * change eliminate_pad * formatting * rename var * fomratting * update op shape test and compute * formatting * revert conv constructor * formatting * change initializer * formatting * fix tidy * change quant conv and shape check * add tests and fixes * formatting * fix type * fix conv test * formatting * add pooling and bn tests * formatting * add inconsistent attr tests * fix padding issue * formatting * fix review comments, remove duplicate test * formatting * fix variable * fix assert bug * fix attr check * remove std * nd pooling cpu implementation * add unit test for 1d and 3d pooling operator * add more unit test for avareage pooling * add pooling unit tests for cpu implementation * clang format * fix cppcheck error * clang format Co-authored-by:Khalique <15948690+kahmed10@users.noreply.github.com>
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- 20 May, 2020 1 commit
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Shucai Xiao authored
* code backup * clang format * fix compiling errors * clang format * rename a few files * rename a few files * fix variable bugs * clang format * add an operator to shift input sequences * clang format * fixed a bug * clang format * fixed a bug * clang format * code backup * clang format * code backup * clang format * code backup * clang format * refine code related lstm operator optimization * clang format * fix various bugs * clang format * fixed a bug in rewrite_lstm * clang format * fixed another bug * refine two operator names * clang format * refine file names * fix cppcheck error * clang format * fix cppcheck error * clang format * fix cppcheck error * fixed review comments * clang format * add unit tests * clang format * add unit tests * clang format * refine unit tests for better coverage * clang format * fixed a bug * fix cppcheck error * fix review comments * clang format * rename two operators according to review comments * clang format * fix review comments * clang format * fix review comments * clang format * fix review comments * fix a cppcheck error * clang format * fix review comments * clang format Co-authored-by:
Shucai Xiao <scxiao@prj47-rack-99.local.lan> Co-authored-by:
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- 11 May, 2020 1 commit
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Paul Fultz II authored
* Fix handling of lowest values in pad operator * Formatting * Formatting * Formatting * Add cpu test for lowest padding * Add test for max Co-authored-by:
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- 24 Jan, 2020 1 commit
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kahmed10 authored
* initial testing * add shape op * formatting * add env variable for batch sizes * formatting * progress on driver * progress on driver * cleanup * cleanup * add and modified prev tests * formatting * remove comment * add shape op test * formatting * manually insert shape op in test * formatting * create options struct for parsers * formatting * Add documentation for python * Fix c++ documentaion * add documentation to parser * formatting * add argmin and tests * fix doc and definitions * formatting * revert test functions * formatting * cpu impl of conv_transpose * more work on conv_transpose * rename files, added extratests * formatting * add more tests * formatting * changes * fix tests * fix tidy * formatting * fixed function parameter * fix function parameter * add cpu ops test * formatting Co-authored-by:
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- 20 Dec, 2019 1 commit
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Shucai Xiao authored
* improve unsqueeze to support negative axis and parsing scalar * clang format * add a test example for the negative axis of unsqueeze * improve the squeeze operator to support negative axis * clang format * fixed a small bug in the lrn implementation * clang format * support negative axis in argmax and argmin * clang format * improve flatten to support negative axis * clang format * change softmax/logsoftmax to support negative axis * clang format * improve transpose by adding default perm * clang format * add one more dimens for tensor size * add one more dimens for tensor size * disable conv ops fusion for non-symmetric cases * clang format * fixed review comments * move computing axis from the device function to the compute function * clang format * move computing axis from device function to the operator computing function * clang format Co-authored-by:
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- 25 Oct, 2019 1 commit
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Shucai Xiao authored
* simplify cpu implementation of the convolution, softmax, and logsoftmax * clang format * fix cppcheck error * improve code coverage
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