- 08 Aug, 2023 1 commit
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Paul Fultz II authored
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- 07 Aug, 2023 1 commit
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Charlie Lin authored
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- 13 Jul, 2023 1 commit
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Charlie Lin authored
Renames deconvolution -> convolution_backwards to be more consistent with the literature Note: this is not the cross-correlation operator (which is the adjoint of convolution). This is technically a standard convolution operator combined with an upsampling operator rather than a downsampling operator. Adds unit tests for the padding, strides, dilations, and other op attributes. Throws on auto_pad attribute since it has not been implemented Previously it read the attribute and set it but then did nothing with it Extended for dynamic shapes Does not support using asymmetric padding (padding_L != padding_R) and output_shape with dynamic shapes.
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- 08 Jul, 2023 1 commit
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Artur Wojcik authored
Export API symbols for migraphx, migraphx_ref, migraphx_cpu, migrphx_gpu, migraphx_device, migraphx_tf, and migraphx_onnx. There is a separate PR for migrahx_c. API symbol exporting affects only Windows. It is transparent on Linux.
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- 29 Jun, 2023 1 commit
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Artur Wojcik authored
Co-authored-by:Artur Wojcik <artur.wojcik@amd.com>
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- 05 Apr, 2023 1 commit
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Paul Fultz II authored
This will replace conv(x+a, w) with conv(x, w) + conv(a, w) where a is a constant so conv(a, w) can be replaced with a constant.
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- 01 Apr, 2023 1 commit
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Umang Yadav authored
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- 18 Mar, 2023 1 commit
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Umang Yadav authored
Fixes #1595
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- 02 Nov, 2022 1 commit
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Paul Fultz II authored
Can be enabled via environment variable MIGRAPHX_ENABLE_NHWC
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- 27 Oct, 2022 1 commit
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Chris Austen authored
Upgraded Dockerfiles and fixed tidy issues to make Ubuntu 20.04 and ROCm 5.3.0 the default
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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 1 commit
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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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- 27 Sep, 2022 1 commit
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Ted Themistokleous authored
Implement operator for CPU and GPU implementations
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- 06 Sep, 2022 1 commit
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Paul Fultz II authored
Using not and or improves readability. The cppcheck rule will help ensure we are doing it consistently.
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- 06 Jul, 2022 1 commit
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Paul Fultz II authored
*In the verification tests, check that saving and reloading the program is the same program. This also fixes serialization to always load instructions in the same order. There is also fixes for deconv and quant_conv which didn't save the solution id, and was broken for serialization.
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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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- 17 Jun, 2022 1 commit
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kahmed10 authored
* add allocate op header * formatting * add replace_allocate pass * formatting * move output param to remove_allocate pass * formatting * fix bugs in replace_allocate pass * formatting * fix verify if tests * formatting * move if op logic * formatting * cleanup lowering * cleanup lowering * formatting * fix tidy * formatting * fix tidy * add cpu allocate check * formatting * change cpu allocate in pass * formatting * add some tests for replace_allocate pass * formatting * pass by ref * fix run_pass * formatting * update variable name for module * update dce to use contains() and fix tidy * formatting * update cppcheck * add if test * formatting * add if test * rename var to mod_output_names * formatting * remove conditional * update allocate op and tests * formatting * update replace_allocate tests * update create_output_names() and conditional in replace_allocate * formatting * remove extra variable in replace_allocate * update tools script for allocation_model Co-authored-by:
Umang Yadav <29876643+umangyadav@users.noreply.github.com> Co-authored-by:
Chris Austen <causten@users.noreply.github.com> Co-authored-by:
Paul Fultz II <pfultz2@yahoo.com>
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- 26 May, 2022 1 commit
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Paul Fultz II authored
* Upgrade to cppcheck 2.8
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- 11 May, 2022 1 commit
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Paul Fultz II authored
Fuse layernorm and added triadd_layernorm fusion. This is a prep performance booster
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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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- 02 Mar, 2022 1 commit
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bpickrel authored
Update the base version of clang-format from 5.0 to 10.0
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- 05 Nov, 2021 1 commit
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kahmed10 authored
Moving our Docker file from ROCm 4.3 to 4.5 Add Navi base GPUs in to the CI infrastructure
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- 19 Oct, 2021 1 commit
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Paul Fultz II authored
pthread linking errors on SLES.
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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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- 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:
mvermeulen <5479696+mvermeulen@users.noreply.github.com>
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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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- 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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- 08 Jul, 2021 1 commit
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Paul Fultz II 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 * Always allocate * Fix tidy warning * Add const * Add missing lifetime annotations 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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- 02 Jun, 2021 1 commit
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Paul Fultz II authored
Co-authored-by:
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- 22 Apr, 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 * Add dnnl binary op * Formatting * Add binary and eltwise * Formatting * Add softmax * Formatting * Remove unused operators * Add missing files * Formatting * Add lrn * Formatting * Add deconvolution * Formatting * Change allocate default * Add reorder * Formatting * Add reductions * Formatting * Sort lines * Change literals in another loop * Add pow operator * Formatting * Add pow operator * Formatting * Make sure shapes are packed * Allow broadcasted inputs * Remove unused operators * Simplify functions * Remove softmax * Add sub and erf functions * Formatting * Fix bug * Formatting * Improve parallism * Formatting * Allow multiple batch dimensions * Formatting * Move literal transforms out of lowering * Formatting * Add gather operator * Sort lines * Add early exit for carry * Formatting * Add missing concat * Rename macro * Fix deep nesting * Formatting * Fix cppcheck issues * Remov else * Move attribute to typedef * Formatting * Disable maybe-uninitialized warning since its broken on gcc * Add constexpr default constructor * Formatting * Fix compiler warnings * Fix adjust_allocation test * Add layernorm matcher * Add gelu_erf matcher * Formatting * Add gelu_tanh matcher * Formatting * Remove match namespace * Formatting * Use matcher instead of string * Formatting * Add fusions * Formatting * Add post op field * Formatting * Make post_ops serializable * Formatting * Add eltwise fusions * Formatting * Fix null conversions * Formatting * Add fuse_ops source files * Formatting * Set binary post op index correctly * Formatting * Fix serialization bugs * Check if used once * Formatting * Fix error in get_primitive_attr * Formatting * Add compile function * Formatting * Limit fusions * Formatting * Disable with env variable instead of using compile arg * Formatting * Fix implicit conversion to bool * Declar on seperate lines * Formatting * Fix cppcheck issues * Fix ICE in pack_join * Formatting * Use const ref * Make enum hashable * Formatting * Add explicit this * Fix merge issues * Fix dangling ref * Formatting * Add test for compile * Formatting * Add more value tests * Formatting 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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- 25 Mar, 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 * Add dnnl binary op * Formatting * Add binary and eltwise * Formatting * Add softmax * Formatting * Remove unused operators * Add missing files * Formatting * Add lrn * Formatting * Add deconvolution * Formatting * Change allocate default * Add reorder * Formatting * Add reductions * Formatting * Sort lines * Change literals in another loop * Add pow operator * Formatting * Add pow operator * Formatting * Make sure shapes are packed * Allow broadcasted inputs * Remove unused operators * Simplify functions * Remove softmax * Add sub and erf functions * Formatting * Fix bug * Formatting * Improve parallism * Formatting * Allow multiple batch dimensions * Formatting * Move literal transforms out of lowering * Formatting * Add gather operator * Sort lines * Add early exit for carry * Formatting * Add missing concat * Rename macro * Fix deep nesting * Formatting * Fix cppcheck issues * Remov else * Move attribute to typedef * Formatting * Disable maybe-uninitialized warning since its broken on gcc * Add constexpr default constructor * Formatting * Fix compiler warnings * Fix adjust_allocation test * Add layernorm matcher * Add gelu_erf matcher * Formatting * Add gelu_tanh matcher * Formatting * Remove match namespace * Formatting * Use matcher instead of string * Formatting * Add fusions * Formatting * Make input a const ref * Make this explicit for gcc 5 Co-authored-by:
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- 26 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 * Add dnnl binary op * Formatting * Add binary and eltwise * Formatting * Add softmax * Formatting * Remove unused operators * Add missing files * Formatting * Add lrn * Formatting * Add deconvolution * Formatting * Change allocate default * Add reorder * Formatting * Add reductions * Formatting * Sort lines * Change literals in another loop * Add pow operator * Formatting * Add pow operator * Formatting * Make sure shapes are packed * Allow broadcasted inputs * Remove unused operators * Simplify functions * Remove softmax * Add sub and erf functions * Formatting * Fix bug * Formatting * Improve parallism * Formatting * Allow multiple batch dimensions * Formatting * Move literal transforms out of lowering * Formatting * Add gather operator * Sort lines * Add early exit for carry * Formatting * Add missing concat * Rename macro * Fix deep nesting * Formatting * Fix cppcheck issues * Remov else * Move attribute to typedef * Formatting * Disable maybe-uninitialized warning since its broken on gcc * Add constexpr default constructor * Formatting * Fix compiler warnings * Fix adjust_allocation test 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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- 06 Feb, 2021 1 commit
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Shucai Xiao authored
* fix a bug that softmax/logsoftmax cannot handle nonstd input shape * clang format * fix review comments * clang format * refine test to have more code coverage * clang format Co-authored-by:
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