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2023-06-15Break up arm_compute/core/Types.h a bitMatthew Bentham
Split some of the larger types with inlined code into their own header files, so that the implementation of them needn't be included everywhere. Change-Id: Id3ec2d42efbd33cedb55705a5a24e1b90c8b7a01 Signed-off-by: Matthew Bentham <Matthew.Bentham@arm.com> Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/c/VisualCompute/ComputeLibrary/+/524782 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Gunes Bayir <gunes.bayir@arm.com> Comments-Addressed: bsgcomp <bsgcomp@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9757 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Marquez Tello <pablo.tello@arm.com> Reviewed-by: Jakub Sujak <jakub.sujak@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com>
2023-06-12Add multi-sketch support for dynamic fusionViet-Hoa Do
* Tensors are owned by workload context instead of workload sketch so that they can be used by multiple sketches. * Add an integration test for multi-sketch case. Resolves: COMPMID-6148 Signed-off-by: Viet-Hoa Do <viet-hoa.do@arm.com> Change-Id: I37d0de5ac103fb2a85020aa1c26e49eb304f47b7 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9706 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: SiCong Li <sicong.li@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com>
2023-06-12Refactor activation LUT computationPablo Marquez Tello
* Moving the code out of Types.h will help with the compilation time. * Added LUT support for all other activation functions. * Resolves COMPMID-6292 Change-Id: I1b5f0b21f03237447163276b8796b2aeb3fdd45c Signed-off-by: Pablo Marquez Tello <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9749 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Viet-Hoa Do <viet-hoa.do@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com>
2023-05-18Printing out the rerun command of each failed testcaseRamy Elgammal
- After a testcase fail, print the arm_compute_validation command with filter specified and seed to rerun. Resolves: COMPMID-5916 Signed-off-by: Ramy Elgammal <ramy.elgammal@arm.com> Change-Id: I0c8214e7d3b61f01ce16f50499c29bfe08b6a885 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9673 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Marquez Tello <pablo.tello@arm.com> Reviewed-by: Viet-Hoa Do <viet-hoa.do@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com>
2023-05-15Raise abs_tolerance number for CL/DirectConvolution3D fp16 testsRamy Elgammal
Resolves: COMPMID-6255 Signed-off-by: Ramy Elgammal <ramy.elgammal@arm.com> Change-Id: I602bcbf58f78e7384789cd077cfc3b549d53463e Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9637 Benchmark: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: SiCong Li <sicong.li@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2023-05-15Raise tolerance number for NEDeconvolutionLayer fp16 testsSiCong Li
Tolerance number was too strict for fp16 Resolves COMPMID-6254 Signed-off-by: SiCong Li <sicong.li@arm.com> Change-Id: I42a5df21c2545c38ea7234497effd232b43aabf8 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9635 Reviewed-by: Jakub Sujak <jakub.sujak@arm.com> Reviewed-by: Omar Al Khatib <omar.alkhatib@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2023-05-11Fix invalid vector length in CLViet-Hoa Do
Resolves: COMPMID-6252 Signed-off-by: Viet-Hoa Do <viet-hoa.do@arm.com> Change-Id: I97ddf8a6c83bc2621abc712094db6bc0fe3d97b1 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9620 Reviewed-by: Jakub Sujak <jakub.sujak@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2023-05-10Remove inclusion of NEReorderKernel header from NEReorderLayerRamy Elgammal
Resolves: COMPMID-6235 Change-Id: I7a094a23244286090415ee2788632cfa7bd6c037 Signed-off-by: Ramy Elgammal <ramy.elgammal@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9608 Benchmark: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Marquez Tello <pablo.tello@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2023-05-10Fix validation issue with CPU scale on FP16Viet-Hoa Do
* In multi-isa build with v8a base arch, FP16 is only available in SVE kernels, hence the support for FP16 depends on runtime environment. * To simplify the test, the data type test is disable on FP16 if the base arch doesn't have FP16 support. Resolves: COMPMID-6232 Signed-off-by: Viet-Hoa Do <viet-hoa.do@arm.com> Change-Id: Iee6179e1b87d3e7f4349e228479ff170285e4841 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9599 Tested-by: Arm Jenkins <bsgcomp@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Jakub Sujak <jakub.sujak@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2023-05-10Re-enable dyanmic weights in Neon™ depthwise convolutionRamy Elgammal
- Call Neon™ depthwise convolution validation inside in its configure() method. Resolves: COMPMID-6188 Signed-off-by: Ramy Elgammal <ramy.elgammal@arm.com> Change-Id: Ib2ae4d995ff2bbc92ce4496d4ab93cf09113e3e9 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9594 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Viet-Hoa Do <viet-hoa.do@arm.com> Reviewed-by: Jakub Sujak <jakub.sujak@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com>
2023-05-05Connect CLMatMul function to quantized kernels and resolve NE BatchMatMul ↵Jakub Sujak
int_8 failures * Adapt the CLMatMul function and ClMatMul operator to use quantized kernels. * Add function-level tests. Resolves: COMPMID-5929 and COMPMID-5811 Change-Id: I5348cdcf07b8074c138e04dfef0a73399377accd Signed-off-by: Jakub Sujak <jakub.sujak@arm.com> Signed-off-by: Omar Al Khatib <omar.alkhatib@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9575 Reviewed-by: Mohmun02 <MohammedSuhail.Munshi@arm.com> Reviewed-by: SiCong Li <sicong.li@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2023-05-03Support multi-dimensional indices in the CL Gather Layer up to ↵Omar Al Khatib
four-dimensional output tensors Resolves [COMPMID-5775] Signed-off-by: Omar Al Khatib <omar.alkhatib@arm.com> Change-Id: I6f6c12ac08f0b0ad070ca5d715c531c2c3762c30 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9498 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Viet-Hoa Do <viet-hoa.do@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com>
2023-05-03Guards to make NEReorder aarch64 onlyDavid Svantesson
Resolves COMPMID-6151 Signed-off-by: David Svantesson <david.svantesson@arm.com> Change-Id: I0e8c957f3460633c32ef57be0cdc44a53b8c3e88 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9553 Reviewed-by: Viet-Hoa Do <viet-hoa.do@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com>
2023-05-03Bazel and CMake updatesDavid Svantesson
Updates to CMake and Bazel builds addressing: * Cmake options are named too generic * Use CMAKE_CXX_FLAGS_DEBUG instead of DEBUG option * Option to disable tests * Bazel: rename "arm_compute" to "arm_compute_core" Resolves: ONCPUML-1252 Signed-off-by: David Svantesson <david.svantesson@arm.com> Change-Id: If65b0cfcca77e2423777b0b901a5b733cfca6bfc Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9501 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: SiCong Li <sicong.li@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com>
2023-05-02Removes `experimental` from `experimental_fixed_format_kernels` flagNathan John Sircombe
Renames `experimental_fixed_format_kernels` build option to `fixed_format_kernels`. Adds documentation for the flag covering basics: - What fixed-format kernels are - Why they're needed - Which backend they're for (i.e. CPU) - Some pointers on how to use them. Resolves: ONCPUML-1253 Change-Id: I428c98614c309c9ffc32d0f32daa24740f7cb967 Signed-off-by: Nathan John Sircombe <nathan.sircombe@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9523 Benchmark: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: SiCong Li <sicong.li@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2023-05-02Fix fully connected and matmul mismatchesViet-Hoa Do
* There is an issue with quantized fully connected and matmul when the lower bound of bounded ReLU is negative. * Use int32_t for the calculation of min/max quantized value rather than PixelValue to avoid this issue. Partially resolves: COMPMID-5996 Signed-off-by: Viet-Hoa Do <viet-hoa.do@arm.com> Change-Id: I7b22e9d56a2441fc6a4c5c4e627f57d6e00d6ff1 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9502 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Jakub Sujak <jakub.sujak@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com>
2023-04-28Reorder addedDavid Svantesson
Adds Reorder kernel exposing blocking reorders from arm_gemm Resolves ONCPUML-1232 Change-Id: I42bf4166311fe1771565134d3ed7039fc8e30230 Signed-off-by: David Svantesson <david.svantesson@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9500 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: SiCong Li <sicong.li@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com>
2023-04-28Fix the gather layer indices checkViet-Hoa Do
* If the index is out-of-bound, both CPU and GPU implementations of the gather layer will output 0. Resolves: COMPMID-5964 Signed-off-by: Viet-Hoa Do <viet-hoa.do@arm.com> Change-Id: Ib029b3acfb31452f2097c8c75448fb2697cfa332 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9487 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Marquez Tello <pablo.tello@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com>
2023-04-27Add quantized CL MatMul kernel for LHS NT, RHS TJakub Sujak
Implement a native kernel for batched Matrix Multiplication for the quantized data types QASYMM8 and QASYMM8_SIGNED and with the MatMul attributes `adj_x = false, adj_y = true`. Resolves: COMPMID-5923 Change-Id: I477b2dd886edfe83beaba9efc7d6b05ed19f5da4 Signed-off-by: Jakub Sujak <jakub.sujak@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9467 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: SiCong Li <sicong.li@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com>
2023-04-26Only define validation test tolerance for quantized types in case of aarch64 ↵Ramy Elgammal
for Neon™ Matmul Partially Resovles: COMPMID-6026 Signed-off-by: Ramy Elgammal <ramy.elgammal@arm.com> Change-Id: I273b213abba275f1609eae33058e3acbee2a7146 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9489 Benchmark: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Viet-Hoa Do <viet-hoa.do@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2023-04-24Disable Neon/MatMul/Quantized for armv7aRamy Elgammal
- All the GeMM CPU assembly kernels for integer datatypes require aarch64 Resolves: COMPMID-6026 Signed-off-by: Ramy Elgammal <ramy.elgammal@arm.com> Change-Id: I34bb0d5ca5cc3684b996df851227fcd0ad452586 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9481 Benchmark: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Mohmun02 <MohammedSuhail.Munshi@arm.com>
2023-04-20Implement CL kernel for a native batched matmul Quantized - LHS transposed, ↵Omar Al Khatib
RHS transposed Resolves: [COMPMID-5924] Signed-off-by: Omar Al Khatib <omar.alkhatib@arm.com> Change-Id: I9ba657737eb1e3a096c8341ad4ad311571f8edeb Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9454 Benchmark: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: SiCong Li <sicong.li@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2023-04-19Add quantized support for CPU MatMulViet-Hoa Do
Resolves: COMPMID-5899 Signed-off-by: Viet-Hoa Do <viet-hoa.do@arm.com> Change-Id: I89d96e292c3492ba9b1900a3e5683f9dcd11dfc6 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9440 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gunes Bayir <gunes.bayir@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com>
2023-04-17Add quantized CL MatMul kernels for Lhs NT/T, Rhs NTGunes Bayir
Implement OpenCL kernels for batched Matrix Multiplication for the quantized data types QASYMM8 and QASYMM8_SIGNED. Quantized MatMul is supported with the following MatMul attributes: * adj_x = false, adj_y = false * adj_x = true, adj_y = false We consider native format kernels only. In other words, no reshaping of the operand matrices is done. Resolves: COMPMID-5921, COMPMID-5922 Change-Id: I99e0f68054a2bd635c60ec2641acc2e7ff398473 Signed-off-by: Omar Al Khatib <omar.alkhatib@arm.com> Signed-off-by: Gunes Bayir <gunes.bayir@arm.com> Signed-off-by: Jakub Sujak <jakub.sujak@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9435 Reviewed-by: SiCong Li <sicong.li@arm.com> Reviewed-by: Viet-Hoa Do <viet-hoa.do@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com>
2023-04-17Fix unhandled case in ElementwiseUnaryRamy Elgammal
- Case: when the dequantized float value < 0.f the unary op was not called if operator is not LOG or RSQRT Resolves: COMPMID-5994 Signed-off-by: Ramy Elgammal <ramy.elgammal@arm.com> Change-Id: I24d69db22042701f506188ace91ea4ab3dafeccf Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9437 Benchmark: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Viet-Hoa Do <viet-hoa.do@arm.com> Reviewed-by: Gunes Bayir <gunes.bayir@arm.com>
2023-04-14Align naming convention of ClMatMulJakub Sujak
Ensure naming of MatMul on GPU conforms to the naming convention <backend><operator><config> i.e. ClMatMul operator with the backend ClMatMulNativeKernel. Resolves: COMPMID-6015 Change-Id: I021d235b023ad17fe97bd6913e6a50d0ba4b194e Signed-off-by: Jakub Sujak <jakub.sujak@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9443 Reviewed-by: Gunes Bayir <gunes.bayir@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2023-04-14Fix dynamic weights for CPU connected layerViet-Hoa Do
Resolves: COMPMID-5995 Signed-off-by: Viet-Hoa Do <viet-hoa.do@arm.com> Change-Id: I707b8918bebee7e70d4de5207ef555c806e7a305 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9405 Benchmark: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: SiCong Li <sicong.li@arm.com> Reviewed-by: Jakub Sujak <jakub.sujak@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2023-04-13Increase tolerance for SME kernelsViet-Hoa Do
Resolves: COMPMID-5904 Signed-off-by: Viet-Hoa Do <viet-hoa.do@arm.com> Change-Id: I03bc51a7c5b05cca5db16a39f95e92d72240ab3a Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9420 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: SiCong Li <sicong.li@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com>
2023-04-13Implement MatMul Function and Operator with Floating Point support for CPUMohammed Suhail Munshi
- Implements MatMul function and operator for floating point datatype FP16/FP32 - Includes support for transposing dynamic tensors prior to matrix multiplication. - Adds tests for 2D/3D/4D+ tensors in MatMul with F32/F16 datatype (with all combinations of transposed/not-transposed tensors) - Updates fixture to allow for testing fused activation in MatMul - Adds tests for matmul with and without fused activation Resolved: [COMPMID-5898] Signed-off-by: Mohammed Suhail Munshi <MohammedSuhail.Munshi@arm.com> Change-Id: Iefa84b26dd723c9a51e6c3f91023152c6c31ace2 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9411 Reviewed-by: SiCong Li <sicong.li@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com>
2023-04-11Enable quantized data types for CpuElementwiseUnary on Armv7aRamy Elgammal
- Adding fallback functions neon_qasymm8_signed_elementwise_unary() and neon_qasymm8_elementwise_unary() - They would be called in case target is not aarch64 Resolves: COMPMID-5994 Change-Id: Id0db1e7cb0fe92f1eaef0b3a9ed2bea01b3f2a15 Signed-off-by: Ramy Elgammal <ramy.elgammal@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9416 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Viet-Hoa Do <viet-hoa.do@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com>
2023-04-04Fix unused variable warning reported in nightly nuildRamy Elgammal
Resovles: COMPMID-6002 Change-Id: Ifc2b7c889679b21d7e58f533be9c865854e132ef Signed-off-by: Ramy Elgammal <ramy.elgammal@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9408 Reviewed-by: Gunes Bayir <gunes.bayir@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2023-04-04Support dynamic weights for Fully Connected layers on GPUJakub Sujak
The fully connected function and operator running on GPU have been adapted to support dynamic weights. Dynamic weights require the reshape and data layout conversion of weight tensors at runtime in the prepare stage of the operator. The implementation for GPU is identical to the CPU implementation. This patch also deprecates the `are_weights_reshaped` option in Fully Connected. Resolves: COMPMID-5870 Change-Id: I28f967695879d82cc91a928d95308a4e0e52a597 Signed-off-by: Jakub Sujak <jakub.sujak@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9403 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Viet-Hoa Do <viet-hoa.do@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com>
2023-04-03Implement MatMul FunctionRamy Elgammal
Resolves: COMPMID-5949 Signed-off-by: Ramy Elgammal <ramy.elgammal@arm.com> Change-Id: Idd8cfe6ea94a14f0b23178f6781251b5f0955563 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9390 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gunes Bayir <gunes.bayir@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com>
2023-04-03Add Cropping to CLBatchToSpaceOmar Al Khatib
- Deprecate dynamic block shape interface - Iterate over output window instead of input window for simpler implementation and better performance. - Add cropping support and cropping tests Resolves [COMPMID-5865] Signed-off-by: Omar Al Khatib <omar.alkhatib@arm.com> Change-Id: Ic67d44a6a39299ecdafc507f12e3dc5d517dfb62 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9385 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: SiCong Li <sicong.li@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com>
2023-03-30Add cropping support to NEBatchToSpaceSiCong Li
- Deprecate dynamic block shape interface - Iterate over output window instead of input window for simpler implementation and better performance - Add cropping support and cropping tests Resolves COMPMID-5918 Signed-off-by: SiCong Li <sicong.li@arm.com> Change-Id: Ifea0f5f7760ffd0f4d5d4f3a5ae8d14d0b98b790 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9378 Reviewed-by: Viet-Hoa Do <viet-hoa.do@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com>
2023-03-29Fix GCC13 compiler errorsPablo Marquez Tello
* Removed namespace arm_compute::utils::requires to fix the build error ‘requires’ is a keyword in C++20 [-Wc++20-compat] * Added missing includes for cstdint.h * Resolves MLCE-1040 Change-Id: I08842a273a4422f8e9b10daded680f521efe26e0 Signed-off-by: Pablo Marquez Tello <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9388 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Viet-Hoa Do <viet-hoa.do@arm.com> Reviewed-by: Jakub Sujak <jakub.sujak@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com>
2023-03-29Add additional FP16 guards to Convolution LayerNathan John Sircombe
Adds additional ARM_COMPUTE_ENABLE_FP16 guards to Convolution layer testing to ensure that validation suite passes on armv8a hardware when built with arch=armv8a, and multi_isa=0. Partially resolves ONCPUML-1209 Change-Id: Ib485502e534df1fa91c5c2d7b222ea08a354cc54 Signed-off-by: Nathan John Sircombe <nathan.sircombe@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9383 Reviewed-by: Viet-Hoa Do <viet-hoa.do@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2023-03-29Add quantized support for unary elementwise in CPUViet-Hoa Do
* Add quantized unary elementwise in CPU using LUT. * Widen the input data range of the test suite. - Fix CPU exponential function overflow/underflow range. - Fix saturation issue of CL round operator. Resolves: COMPMID-5763 Signed-off-by: Viet-Hoa Do <viet-hoa.do@arm.com> Change-Id: I41445de2b4a33ec6b01e0ab701516c240c852d0b Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9367 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Jakub Sujak <jakub.sujak@arm.com> Reviewed-by: Pablo Marquez Tello <pablo.tello@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com>
2023-03-27Fix BatchToSpaceFixtureSiCong Li
* Use a vector to represent the (static) block shape instead of an N-D Tensor. The previous use of ND Tensor as block shape was wrong, not adhering to the specification, and non-functional (only first dim was used anyway). * The fixture now accepts a static block shape, because the dynamic case is not properly implemented and will be deprecated for now. * Fix an assertion error in reference implementation. Partially resolves COMPMID-5918 Change-Id: I5221e52ccc05e7c1249dec3a42426f954a73729a Signed-off-by: SiCong Li <sicong.li@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9357 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Marquez Tello <pablo.tello@arm.com> Reviewed-by: Omar Al Khatib <omar.alkhatib@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com>
2023-03-24Add Texture Pipe Support for Matmul Lhs T/NT Rhs T kernelsRamy Elgammal
Resolves: COMPMID-5952, COMPMID-5956 Change-Id: Idbd14538e7660792254072fa9631a6f03966f89b Signed-off-by: Ramy Elgammal <ramy.elgammal@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9371 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gunes Bayir <gunes.bayir@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com>
2023-03-24Add Texture Pipe Support for Matmul Lhs T/NT Rhs NT kernelsGunes Bayir
Resolves: COMPMID-5945, COMPMID-5954 Change-Id: I7b27021d21f8e08c4896f6b1f595a75125064f9e Signed-off-by: Gunes Bayir <gunes.bayir@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9356 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-by: SiCong Li <sicong.li@arm.com> Reviewed-by: Viet-Hoa Do <viet-hoa.do@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2023-03-21Add dynamic weights for CPU fully connected layerViet-Hoa Do
Resolves: COMPMID-5917 Signed-off-by: Viet-Hoa Do <viet-hoa.do@arm.com> Change-Id: I073067b490f2a1b96b81a037ea431c9a2e5c7503 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9322 Reviewed-by: Gunes Bayir <gunes.bayir@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com>
2023-03-20Implement OpenCL MatMul for Lhs T Rhs T/NT FP32/16Gunes Bayir
- Implement opencl kernel for LHS transposed and RHS non-transposed - Implement opencl kernel for LHS transposed and RHS transposed - Add validation tests Resolves: COMPMID-5953, COMPMID-5955 Change-Id: I55589acbffe86c44e29807574975978a1ec09bad Signed-off-by: Gunes Bayir <gunes.bayir@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9345 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2023-03-17Implementation of RSQRT for quantized int8Ramy Elgammal
Resolves: COMPMID-5863 Change-Id: I9ff67face62826c1d335a6b941e8516be39bdac8 Signed-off-by: Ramy Elgammal <ramy.elgammal@arm.com> Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/c/VisualCompute/ComputeLibrary/+/488768 Tested-by: bsgcomp <bsgcomp@arm.com> Comments-Addressed: bsgcomp <bsgcomp@arm.com> Reviewed-by: Gunes Bayir <gunes.bayir@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9225 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com>
2023-03-17Implement OpenCL MatMul for Lhs NT Rhs T/NT FP32/16Ramy Elgammal
- Implement ClNativeMatMulKernel class - Implement opencl kernel for LHS non-transposed and RHS non-transposed - Implement opencl kernel for LHS non-transposed and RHS transposed - Add test fixture and dataset for matmul - Implement transpose_tensor() for reference implementation to transpose high dimensional tensors Resolves: COMPMID-5944, COMPMID-5951 Co-authored-by: Gunes Bayir <gunes.bayir@arm.com> Co-authored-by: Ramy Elgammal <ramy.elgammal@arm.com> Change-Id: I1d5b8978f41be27baddb3153ade880472141573f Signed-off-by: Gunes Bayir <gunes.bayir@arm.com> Signed-off-by: Ramy Elgammal <ramy.elgammal@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9333 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com>
2023-03-14Add CropInfo to BatchToSpace reference and fixtureSiCong Li
Partially resolves COMPMID-5918, COMPMID-5865 Signed-off-by: SiCong Li <sicong.li@arm.com> Change-Id: Ib3b01e7dc1c944184a4c038045bf0469fbb9ff45 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9321 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Viet-Hoa Do <viet-hoa.do@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2023-03-08Add support for arbitrary parameters for CPU GatherViet-Hoa Do
* The shape of input and indices tensors, and the gather axis can be any number, as long as these are valid and the output tensor doesn't have more dimensions than the library supports. * Update the reference code to be more generic and straightforward. * Add necessary test cases. Signed-off-by: Viet-Hoa Do <viet-hoa.do@arm.com> Resolves: COMPMID-5919 Change-Id: Ic7e2032777aa97ecc147f61d5388528697508ab1 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9199 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gunes Bayir <gunes.bayir@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com>
2023-03-07Add sigmoid and tanh for dynamic fusionViet-Hoa Do
* Add sigmoid and tanh activation functions for dynamic fusion. * Add corresponding tests, but both activation functions share the same fixture implementation. Resolves: COMPMID-5939 Signed-off-by: Viet-Hoa Do <viet-hoa.do@arm.com> Change-Id: I0aae0eaa18b746ce89680d2773c66e09b0f854ce Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9257 Reviewed-by: Jakub Sujak <jakub.sujak@arm.com> Reviewed-by: Gunes Bayir <gunes.bayir@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com>
2023-03-07Resolve the presence of variables that are unused in release mode in Dynamic ↵Omar Al Khatib
Fusion source files Resloves: [COMPMID-5960] Signed-off-by: Omar Al Khatib <omar.alkhatib@arm.com> Change-Id: I1b11f01c51a029082ed05823717b4c4ae4897798 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9270 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gunes Bayir <gunes.bayir@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com>
2023-03-01Add support for kernel indices in MaxpoolAdnan AlSinan
- Add a max pooling implementation that returns kernel indices. - Add a parameter in pooling info object to pick kernel indices impl. - Add validation tests. Resolves: [ONCPUML-1187] Signed-off-by: Adnan AlSinan <adnan.alsinan@arm.com> Change-Id: I485ef1604f676ee14d5f7f62d33699e49c38e4d3 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9192 Reviewed-by: Gunes Bayir <gunes.bayir@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com>
generated by cgit v1.2.1 (git 2.23.0) at 2024-06-19 03:30:10 +0000