CUTLASS 2.7 (#318)
CUTLASS 2.7 Mainloop fusion for GEMM: summation over A or B Strided DGRAD (optimized iterators) Half-precision GELU_taylor activation functions Use these when accumulation and epilogue compute types are all cutlass::half_t Tuning and bug fixes to fused GEMM + GEMM example Support for smaller than 128b aligned Convolutions: see examples Caching of results to accelerate Convolution unit tests Can be enabled or disabled by running cmake .. -DCUTLASS_TEST_ENABLE_CACHED_RESULTS=OFF Corrections and bug fixes reported by the CUTLASS community Thank you for filing these issues! authored-by: Haicheng Wu haichengw@nvidia.com, Manish Gupta manigupta@nvidia.com, Dustyn Blasig dblasig@nvidia.com, Andrew Kerr akerr@nvidia.com
This commit is contained in:
Manish Gupta
GitHub
@ -49,6 +49,8 @@ target_link_libraries(
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cutlass_test_unit_infra
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)
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set(CUTLASS_TEST_UNIT_RESULTS_CACHE_DIR ${CMAKE_CURRENT_LIST_DIR}/data/hashes)
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function(cutlass_test_unit_add_executable NAME)
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set(options)
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@ -58,6 +60,8 @@ function(cutlass_test_unit_add_executable NAME)
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cutlass_add_executable(${NAME} ${__UNPARSED_ARGUMENTS})
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target_compile_definitions(${NAME} PUBLIC CUTLASS_TARGET_NAME="${NAME}")
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target_link_libraries(
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${NAME}
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PRIVATE
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@ -67,11 +71,18 @@ function(cutlass_test_unit_add_executable NAME)
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string(REGEX REPLACE cutlass_ "" NAME_STEM ${NAME})
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set(RESULT_CACHE_FILE "${CUTLASS_TEST_UNIT_RESULTS_CACHE_DIR}/cached_results_${NAME}.txt")
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if (EXISTS ${RESULT_CACHE_FILE})
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set(RESULT_CACHE_FILE_ARGS RESULT_CACHE_FILE ${RESULT_CACHE_FILE})
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endif()
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set(CUTLASS_TEST_UNIT_TEST_COMMAND_OPTIONS --gtest_output=xml:${NAME_STEM}.gtest.xml)
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cutlass_add_executable_tests(
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${NAME_STEM} ${NAME}
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${NAME_STEM} ${NAME}
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TEST_COMMAND_OPTIONS CUTLASS_TEST_UNIT_TEST_COMMAND_OPTIONS
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${RESULT_CACHE_FILE_ARGS}
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)
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endfunction()
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@ -134,7 +134,7 @@ cutlass_test_unit_add_executable(
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conv2d_wgrad_implicit_gemm_f16nhwc_f16nhwc_f32nhwc_tensor_op_f32_sm70.cu
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)
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# Conv2d - F16 input, F32 output, F32 accumulation - SM75
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# Conv - F16 input, F32 output, F32 accumulation - SM75
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cutlass_test_unit_add_executable(
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cutlass_test_unit_conv_device_tensorop_f32_sm75
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@ -144,11 +144,13 @@ cutlass_test_unit_add_executable(
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conv2d_fprop_with_broadcast_sm75.cu
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conv2d_fprop_with_reduction_sm75.cu
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conv3d_wgrad_implicit_gemm_f16ndhwc_f16ndhwc_f32ndhwc_tensor_op_f32_sm75.cu
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)
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if (CUTLASS_NVCC_MAX_ARCH GREATER_EQUAL 80)
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# Conv2d - F16 input, F16 output, F16 accumulation
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# Conv - F16 input, F16 output, F16 accumulation
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cutlass_test_unit_add_executable(
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cutlass_test_unit_conv_device_tensorop_f16_sm80
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@ -157,24 +159,23 @@ if (CUTLASS_NVCC_MAX_ARCH GREATER_EQUAL 80)
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conv2d_wgrad_implicit_gemm_f16nhwc_f16nhwc_f16nhwc_tensor_op_f16_sm80.cu
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)
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# Conv2d - F16 input, F32 output, F32 accumulation
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# Conv - F16 input, F32 output, F32 accumulation
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cutlass_test_unit_add_executable(
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cutlass_test_unit_conv_device_tensorop_f32_sm80
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# Conv2d
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conv2d_fprop_implicit_gemm_f16nhwc_f16nhwc_f32nhwc_tensor_op_f32_sm80.cu
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conv2d_dgrad_implicit_gemm_f16nhwc_f16nhwc_f32nhwc_tensor_op_f32_sm80.cu
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conv2d_wgrad_implicit_gemm_f16nhwc_f16nhwc_f32nhwc_tensor_op_f32_sm80.cu
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conv3d_wgrad_implicit_gemm_f16ndhwc_f16ndhwc_f32ndhwc_tensor_op_f32_sm75.cu
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conv3d_wgrad_implicit_gemm_f16ndhwc_f16ndhwc_f32ndhwc_tensor_op_f32_sm80.cu
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# Strided Dgrad
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# Conv2d (Strided Dgrad)
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conv2d_strided_dgrad_implicit_gemm_f16nhwc_f16nhwc_f32nhwc_tensor_op_f32_sm80.cu
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# Conv3d
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conv3d_wgrad_implicit_gemm_f16ndhwc_f16ndhwc_f32ndhwc_tensor_op_f32_sm80.cu
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)
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# Conv2d - TF32 input, F32 output, F32 accumulation
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# Conv - TF32 input, F32 output, F32 accumulation
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cutlass_test_unit_add_executable(
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cutlass_test_unit_conv_device_tensorop_f32_tf32_sm80
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@ -192,7 +193,6 @@ endif()
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if (CUTLASS_NVCC_MAX_ARCH GREATER_EQUAL 75)
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# Conv2d - S8 input, S32 output, S32 accumulation
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cutlass_test_unit_add_executable(
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cutlass_test_unit_conv_device_tensorop_s32
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conv2d_fprop_implicit_gemm_s8nhwc_s8nhwc_s32nhwc_tensor_op_s32_sm75.cu
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@ -200,7 +200,6 @@ if (CUTLASS_NVCC_MAX_ARCH GREATER_EQUAL 75)
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)
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# Conv2d - S8 interleaved input, S8 interleaved output, S32 accumulation
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cutlass_test_unit_add_executable(
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cutlass_test_unit_conv_device_tensorop_s32_interleaved
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conv2d_fprop_implicit_gemm_s8ncxhwx_s8cxrskx_s8ncxhwx_tensor_op_s32_sm75.cu
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791
test/unit/conv/device/cache_testbed_output.h
Normal file
791
test/unit/conv/device/cache_testbed_output.h
Normal file
@ -0,0 +1,791 @@
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/***************************************************************************************************
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* Copyright (c) 2017-2021, NVIDIA CORPORATION. All rights reserved.
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*
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* Redistribution and use in source and binary forms, with or without modification, are permitted
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* provided that the following conditions are met:
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* * Redistributions of source code must retain the above copyright notice, this list of
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* conditions and the following disclaimer.
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* * Redistributions in binary form must reproduce the above copyright notice, this list of
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* conditions and the following disclaimer in the documentation and/or other materials
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* provided with the distribution.
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* * Neither the name of the NVIDIA CORPORATION nor the names of its contributors may be used
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* to endorse or promote products derived from this software without specific prior written
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* permission.
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*
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* THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR
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* IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND
|
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* FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL NVIDIA CORPORATION BE LIABLE
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* FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING,
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* BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS;
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* OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT,
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* STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
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* OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
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*
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**************************************************************************************************/
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/*! \file
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\brief Helper to construct cached name for
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*/
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#pragma once
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#include <typeinfo>
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#include <fstream>
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#include <list>
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#include <utility>
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#include <sstream>
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#include "cutlass/cutlass.h"
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#include "cutlass/layout/matrix.h"
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#include "cutlass/conv/convolution.h"
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#include "cutlass/conv/conv2d_problem_size.h"
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#include "cutlass/conv/conv3d_problem_size.h"
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#include "cutlass/core_io.h"
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#include "cutlass/util/tensor_view_io.h"
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#ifndef CUTLASS_TEST_ENABLE_CACHED_RESULTS
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#define CUTLASS_TEST_ENABLE_CACHED_RESULTS false
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#endif
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/////////////////////////////////////////////////////////////////////////////////////////////////
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namespace test {
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namespace conv {
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namespace device {
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/////////////////////////////////////////////////////////////////////////////////////////////////
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/// Result of a test
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struct CachedTestKey {
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std::string op; ///< Concatenated string representation of operation performed
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std::string problem; ///< Concatenated string representation of problem description
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std::string types; ///< Concatenated string representation of operand types
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uint32_t A; ///< Hashed result of tensor A
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uint32_t B; ///< Hashed result of tensor B
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uint32_t C; ///< Hashed result of tensor C
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//
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// Methods
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//
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inline CachedTestKey(): A(), B(), C() { }
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inline CachedTestKey(
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std::string op, ///< Concatenated string representation of operation performed
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std::string problem, ///< Concatenated string representation of problem description
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std::string types, ///< Concatenated string representation of operand types
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uint32_t A, ///< Hashed result of tensor A
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uint32_t B, ///< Hashed result of tensor B
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uint32_t C ///< Hashed result of tensor C
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):
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op(op), problem(problem), types(types), A(A), B(B), C(C)
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{ }
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/// Checks for equality of the problem
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bool operator==(CachedTestKey const &rhs) const {
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return op == rhs.op && problem == rhs.problem && types == rhs.types && A == rhs.A && B == rhs.B && C == rhs.C;
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}
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};
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/////////////////////////////////////////////////////////////////////////////////////////////////
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inline std::istream &operator>>(std::istream &in, CachedTestKey &result) {
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in >> result.op;
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in >> result.problem;
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in >> result.types;
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in >> result.A;
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in >> result.B;
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in >> result.C;
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return in;
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}
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inline std::ostream &operator<<(std::ostream &out, CachedTestKey const &result) {
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out << result.op << " ";
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out << result.problem << " ";
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out << result.types << " ";
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out << result.A << " ";
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out << result.B << " ";
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out << result.C << " ";
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return out;
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}
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/////////////////////////////////////////////////////////////////////////////////////////////////
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struct CachedTestResult {
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uint32_t D;
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//
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// Methods
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//
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CachedTestResult(): D() { }
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CachedTestResult(uint32_t D): D(D) { }
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operator bool() const {
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return bool(D);
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}
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};
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/////////////////////////////////////////////////////////////////////////////////////////////////
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inline std::istream &operator>>(std::istream &in, CachedTestResult &result) {
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in >> result.D;
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return in;
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}
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inline std::ostream &operator<<(std::ostream &out, CachedTestResult const &result) {
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out << result.D;
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return out;
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}
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/////////////////////////////////////////////////////////////////////////////////////////////////
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struct CachedTestResultListing {
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std::list<std::pair<CachedTestKey, CachedTestResult>> results;
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//
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// Methods
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//
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inline CachedTestResultListing(std::string const &path) {
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std::ifstream file(path);
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while (file.good()) {
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CachedTestKey key;
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file >> key;
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CachedTestResult result;
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file >> result;
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if (result) {
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results.push_back(std::make_pair(key, result));
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}
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}
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}
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/// Returns the cached result
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std::pair<bool, CachedTestResult> find(CachedTestKey const &rhs) const {
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for (auto const & result : results) {
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if (result.first == rhs) {
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return std::make_pair(true, result.second);
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}
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}
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return std::make_pair(false, CachedTestResult());
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}
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/// Appends an entry
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void append(CachedTestKey const &key, CachedTestResult const &result) {
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if (result) {
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results.push_back(std::make_pair(key, result));
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}
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}
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/// Writes the entire listing to a file
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bool write(std::string const &path) {
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std::ofstream file(path);
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if (!file.good()) {
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return false;
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}
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for (auto const &result : results) {
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file << result.first << result.second << std::endl;
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}
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return true;
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}
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};
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/////////////////////////////////////////////////////////////////////////////////////////////////
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template <typename Element>
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struct ScalarEncoder {
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Element scalar;
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ScalarEncoder(Element s): scalar(s) { }
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std::string str() const {
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std::stringstream ss;
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Element s = scalar;
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if (s < Element()) {
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s = -s;
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ss << "n";
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}
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ss << s;
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return ss.str();
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}
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};
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template <typename Element>
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ScalarEncoder<Element> EncodeScalar(Element a) {
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return ScalarEncoder<Element>(a);
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}
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template <typename Element>
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struct ScalarEncoder<cutlass::complex<Element>> {
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cutlass::complex<Element> scalar;
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ScalarEncoder(cutlass::complex<Element> s): scalar(s) { }
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std::string str() const {
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std::stringstream ss;
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ss << EncodeScalar<Element>(scalar.real()) << "_" << EncodeScalar<Element>(scalar.imag()) << "i";
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return ss.str();
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}
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};
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template <typename Element>
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std::ostream &operator<<(std::ostream &out, ScalarEncoder<Element> const &scalar) {
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out << scalar.str();
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return out;
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}
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/////////////////////////////////////////////////////////////////////////////////////////////////
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inline char const *EncodeOperator(cutlass::conv::Operator conv_op) {
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switch (conv_op) {
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case cutlass::conv::Operator::kFprop: return "fprop";
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case cutlass::conv::Operator::kDgrad: return "dgrad";
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case cutlass::conv::Operator::kWgrad: return "wgrad";
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}
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return "conv_unknown";
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}
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/////////////////////////////////////////////////////////////////////////////////////////////////
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// Encode GemmCoord (Gemm problem size)
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inline std::ostream &EncodeProblemSize(
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std::ostream &out,
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cutlass::gemm::GemmCoord const &problem) {
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out << problem.m() << "x" << problem.n() << "x" << problem.k() << "_";
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return out;
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}
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/////////////////////////////////////////////////////////////////////////////////////////////////
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// Encode Conv2dProblemSize
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inline std::ostream &EncodeProblemSize(
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std::ostream &out,
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cutlass::conv::Conv2dProblemSize const &problem) {
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out << problem.N << "x" << problem.H << "x" << problem.W << "x" << problem.C << "_"
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<< problem.P << "x" << problem.Q << "_" << problem.K << "x" << problem.R << "x" << problem.S << "_";
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out << "pad_h" << problem.pad_h << "w" << problem.pad_w << "_";
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out << "stride_h" << problem.stride_h << "w" << problem.stride_w << "_";
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out << "dil_h" << problem.dilation_h << "w" << problem.dilation_w << "_";
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switch (problem.mode) {
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case cutlass::conv::Mode::kCrossCorrelation:
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out << "corr";
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break;
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case cutlass::conv::Mode::kConvolution:
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out << "conv";
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break;
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}
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return out;
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}
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||||
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/////////////////////////////////////////////////////////////////////////////////////////////////
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// Encode Conv3dProblemSize
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inline std::ostream &EncodeProblemSize(
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std::ostream &out,
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cutlass::conv::Conv3dProblemSize const &problem) {
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out << problem.N << "x" << problem.D << "x" << problem.H << "x" << problem.W << "x" << problem.C << "_"
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<< problem.Z << problem.P << "x" << problem.Q << "_" << problem.K << "x" << problem.R << "x" << problem.S << "_";
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out << "pad_d" << problem.pad_h << "h" << problem.pad_h << "w" << problem.pad_w << "_";
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out << "stride_d" << problem.stride_d << "h" << problem.stride_h << "w" << problem.stride_w << "_";
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out << "dil_d" << problem.dilation_d << "h" << problem.dilation_h << "w" << problem.dilation_w << "_";
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switch (problem.mode) {
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case cutlass::conv::Mode::kCrossCorrelation:
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out << "corr";
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break;
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case cutlass::conv::Mode::kConvolution:
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out << "conv";
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break;
|
||||
}
|
||||
|
||||
return out;
|
||||
}
|
||||
|
||||
/////////////////////////////////////////////////////////////////////////////////////////////////
|
||||
|
||||
template <typename Element>
|
||||
inline std::string ElementTypeName() {
|
||||
return std::string(typeid(Element).name());
|
||||
}
|
||||
|
||||
template <>
|
||||
inline std::string ElementTypeName<cutlass::half_t>() {
|
||||
return "h";
|
||||
}
|
||||
|
||||
template <>
|
||||
inline std::string ElementTypeName<cutlass::complex<cutlass::half_t>>() {
|
||||
return "ch";
|
||||
}
|
||||
|
||||
template <>
|
||||
inline std::string ElementTypeName<cutlass::bfloat16_t>() {
|
||||
return "bf16";
|
||||
}
|
||||
|
||||
template <>
|
||||
inline std::string ElementTypeName<cutlass::complex<cutlass::bfloat16_t>>() {
|
||||
return "cbf16";
|
||||
}
|
||||
|
||||
template <>
|
||||
inline std::string ElementTypeName<cutlass::tfloat32_t>() {
|
||||
return "tf32";
|
||||
}
|
||||
|
||||
template <>
|
||||
inline std::string ElementTypeName<cutlass::complex<cutlass::tfloat32_t>>() {
|
||||
return "ctf32";
|
||||
}
|
||||
|
||||
template <>
|
||||
inline std::string ElementTypeName<cutlass::complex<float>>() {
|
||||
return "c";
|
||||
}
|
||||
|
||||
template <>
|
||||
inline std::string ElementTypeName<cutlass::complex<double>>() {
|
||||
return "z";
|
||||
}
|
||||
|
||||
template <>
|
||||
inline std::string ElementTypeName<cutlass::Quaternion<float>>() {
|
||||
return "q";
|
||||
}
|
||||
|
||||
template <>
|
||||
inline std::string ElementTypeName<int8_t>() {
|
||||
return "s8";
|
||||
}
|
||||
|
||||
template <>
|
||||
inline std::string ElementTypeName<uint8_t>() {
|
||||
return "u8";
|
||||
}
|
||||
|
||||
template <>
|
||||
inline std::string ElementTypeName<cutlass::int4b_t>() {
|
||||
return "s4";
|
||||
}
|
||||
|
||||
template <>
|
||||
inline std::string ElementTypeName<cutlass::uint4b_t>() {
|
||||
return "u4";
|
||||
}
|
||||
|
||||
/////////////////////////////////////////////////////////////////////////////////////////////////
|
||||
|
||||
template <typename Layout>
|
||||
inline std::string LayoutTypeName() {
|
||||
return std::string(typeid(Layout).name());
|
||||
}
|
||||
|
||||
template <>
|
||||
inline std::string LayoutTypeName<cutlass::layout::ColumnMajor>() {
|
||||
return "n";
|
||||
}
|
||||
|
||||
template <>
|
||||
inline std::string LayoutTypeName<cutlass::layout::RowMajor>() {
|
||||
return "t";
|
||||
}
|
||||
|
||||
template <>
|
||||
inline std::string LayoutTypeName<cutlass::layout::TensorNHWC>() {
|
||||
return "nhwc";
|
||||
}
|
||||
|
||||
template <>
|
||||
inline std::string LayoutTypeName<cutlass::layout::TensorNCxHWx<32>>() {
|
||||
return "nc32hw32";
|
||||
}
|
||||
|
||||
template <>
|
||||
inline std::string LayoutTypeName<cutlass::layout::TensorNCxHWx<64>>() {
|
||||
return "nc64hw64";
|
||||
}
|
||||
|
||||
template <>
|
||||
inline std::string LayoutTypeName<cutlass::layout::TensorCxRSKx<32>>() {
|
||||
return "c32rsk32";
|
||||
}
|
||||
|
||||
template <>
|
||||
inline std::string LayoutTypeName<cutlass::layout::TensorCxRSKx<64>>() {
|
||||
return "c64rsk64";
|
||||
}
|
||||
|
||||
template <>
|
||||
inline std::string LayoutTypeName<cutlass::layout::TensorNDHWC>() {
|
||||
return "ndhwc";
|
||||
}
|
||||
|
||||
/////////////////////////////////////////////////////////////////////////////////////////////////
|
||||
|
||||
template <typename Element, typename Layout>
|
||||
inline std::string TensorTypeName() {
|
||||
std::stringstream ss;
|
||||
ss << ElementTypeName<Element>() << LayoutTypeName<Layout>();
|
||||
return ss.str();
|
||||
}
|
||||
|
||||
/////////////////////////////////////////////////////////////////////////////////////////////////
|
||||
|
||||
/// Hash function on a byte array
|
||||
struct CRC32 {
|
||||
|
||||
uint32_t table[256];
|
||||
|
||||
//
|
||||
// Methods
|
||||
//
|
||||
|
||||
CRC32() {
|
||||
|
||||
uint32_t rem;
|
||||
int i, j;
|
||||
|
||||
for (i = 0; i < 256; i++) {
|
||||
rem = i;
|
||||
for (j = 0; j < 8; j++) {
|
||||
if (rem & 1) {
|
||||
rem >>= 1;
|
||||
rem ^= 0xedb88320;
|
||||
} else
|
||||
rem >>= 1;
|
||||
}
|
||||
table[i] = rem;
|
||||
}
|
||||
}
|
||||
|
||||
/// Computes the CRC of an array of bytes
|
||||
uint32_t operator()(void const *start, size_t length, uint32_t crc = uint32_t()) const {
|
||||
uint8_t const *p = static_cast<uint8_t const *>(start);
|
||||
uint8_t const *q = static_cast<uint8_t const *>(start) + length;
|
||||
|
||||
crc = ~crc;
|
||||
|
||||
for (; p != q; ++p) {
|
||||
uint8_t octet = *p;
|
||||
crc = (crc >> 8) ^ table[(crc & 0xff) ^ octet];
|
||||
}
|
||||
|
||||
return ~crc;
|
||||
}
|
||||
};
|
||||
|
||||
/////////////////////////////////////////////////////////////////////////////////////////////////
|
||||
|
||||
template <
|
||||
typename Element, typename Layout
|
||||
>
|
||||
uint32_t TensorHash(
|
||||
cutlass::TensorView<Element, Layout> view,
|
||||
CRC32 const &hash = CRC32(),
|
||||
uint32_t crc = uint32_t()
|
||||
) {
|
||||
|
||||
return hash(view.data(), view.capacity() * cutlass::sizeof_bits<Element>::value / 8, crc);
|
||||
}
|
||||
|
||||
/////////////////////////////////////////////////////////////////////////////////////////////////
|
||||
|
||||
template <
|
||||
typename ElementA, typename LayoutA,
|
||||
typename ElementB, typename LayoutB,
|
||||
typename ElementC, typename LayoutC,
|
||||
typename ElementAccumulator,
|
||||
typename ElementCompute
|
||||
>
|
||||
inline std::ostream &EncodeTypes(
|
||||
std::ostream &out
|
||||
) {
|
||||
|
||||
out << TensorTypeName<ElementA, LayoutA>() << "_"
|
||||
<< TensorTypeName<ElementB, LayoutB>() << "_"
|
||||
<< TensorTypeName<ElementC, LayoutC>() << "_"
|
||||
<< ElementTypeName<ElementAccumulator>() << "_"
|
||||
<< ElementTypeName<ElementCompute>();
|
||||
|
||||
return out;
|
||||
}
|
||||
|
||||
/////////////////////////////////////////////////////////////////////////////////////////////////
|
||||
|
||||
template <
|
||||
typename ElementA, typename LayoutA,
|
||||
typename ElementB, typename LayoutB,
|
||||
typename ElementC, typename LayoutC,
|
||||
typename ElementAccumulator,
|
||||
typename ElementCompute
|
||||
>
|
||||
inline CachedTestKey CreateCachedGemmTestKey(
|
||||
cutlass::gemm::GemmCoord const &problem,
|
||||
ElementCompute alpha,
|
||||
ElementCompute beta,
|
||||
cutlass::TensorView<ElementA, LayoutA> A,
|
||||
cutlass::TensorView<ElementA, LayoutB> B,
|
||||
cutlass::TensorView<ElementC, LayoutC> C
|
||||
) {
|
||||
|
||||
CachedTestKey key;
|
||||
|
||||
// Encode gemm operator and problem sizes
|
||||
key.op = "gemm";
|
||||
|
||||
std::stringstream ss_problem;
|
||||
EncodeProblemSize(ss_problem, problem);
|
||||
ss_problem << "_alpha" << EncodeScalar(alpha) << "_beta" << EncodeScalar(beta);
|
||||
key.problem = ss_problem.str();
|
||||
|
||||
// Encode problem data types
|
||||
std::stringstream ss_types;
|
||||
EncodeTypes<
|
||||
ElementA, LayoutA,
|
||||
ElementB, LayoutB,
|
||||
ElementC, LayoutC,
|
||||
ElementAccumulator,
|
||||
ElementCompute>(ss_types);
|
||||
key.types = ss_types.str();
|
||||
|
||||
// Encode hash for problem data
|
||||
CRC32 crc_hash;
|
||||
key.A = TensorHash(A, crc_hash);
|
||||
key.B = TensorHash(B, crc_hash);
|
||||
key.C = TensorHash(C, crc_hash);
|
||||
|
||||
return key;
|
||||
}
|
||||
|
||||
/////////////////////////////////////////////////////////////////////////////////////////////////
|
||||
|
||||
|
||||
template <
|
||||
typename ElementA, typename LayoutA,
|
||||
typename ElementB, typename LayoutB,
|
||||
typename ElementC, typename LayoutC,
|
||||
typename ElementAccumulator,
|
||||
typename ElementCompute
|
||||
>
|
||||
inline CachedTestKey CreateCachedConv2dTestKey(
|
||||
|
||||
cutlass::conv::Operator conv_operator,
|
||||
cutlass::conv::Conv2dProblemSize const &problem,
|
||||
ElementCompute alpha,
|
||||
ElementCompute beta,
|
||||
cutlass::TensorView<ElementA, LayoutA> A,
|
||||
cutlass::TensorView<ElementA, LayoutB> B,
|
||||
cutlass::TensorView<ElementC, LayoutC> C
|
||||
) {
|
||||
|
||||
CachedTestKey key;
|
||||
|
||||
// Encode conv2d operator and problem sizes
|
||||
key.op = "conv2d";
|
||||
|
||||
std::stringstream ss_problem;
|
||||
ss_problem << EncodeOperator(conv_operator) << "_";
|
||||
EncodeProblemSize(ss_problem, problem);
|
||||
ss_problem << "_alpha" << EncodeScalar(alpha) << "_beta" << EncodeScalar(beta);
|
||||
|
||||
key.problem = ss_problem.str();
|
||||
|
||||
// Encode problem data types
|
||||
std::stringstream ss_types;
|
||||
EncodeTypes<
|
||||
ElementA, LayoutA,
|
||||
ElementB, LayoutB,
|
||||
ElementC, LayoutC,
|
||||
ElementAccumulator,
|
||||
ElementCompute>(ss_types);
|
||||
key.types = ss_types.str();
|
||||
|
||||
// Encode hash for problem data
|
||||
CRC32 crc_hash;
|
||||
|
||||
key.A = TensorHash(A, crc_hash);
|
||||
key.B = TensorHash(B, crc_hash);
|
||||
key.C = TensorHash(C, crc_hash);
|
||||
|
||||
return key;
|
||||
}
|
||||
|
||||
/////////////////////////////////////////////////////////////////////////////////////////////////
|
||||
|
||||
template <
|
||||
typename ElementA, typename LayoutA,
|
||||
typename ElementB, typename LayoutB,
|
||||
typename ElementC, typename LayoutC,
|
||||
typename ElementAccumulator,
|
||||
typename ElementCompute
|
||||
>
|
||||
inline CachedTestKey CreateCachedConv2dWithBroadcastTestKey(
|
||||
|
||||
cutlass::conv::Operator conv_operator,
|
||||
cutlass::conv::Conv2dProblemSize const &problem,
|
||||
ElementCompute alpha,
|
||||
ElementCompute beta,
|
||||
cutlass::TensorView<ElementA, LayoutA> A,
|
||||
cutlass::TensorView<ElementA, LayoutB> B,
|
||||
cutlass::TensorView<ElementC, LayoutC> C
|
||||
) {
|
||||
|
||||
CachedTestKey key;
|
||||
|
||||
// Encode conv2d operator and problem sizes
|
||||
key.op = "conv2d_with_broadcast";
|
||||
|
||||
std::stringstream ss_problem;
|
||||
ss_problem << EncodeOperator(conv_operator) << "_";
|
||||
EncodeProblemSize(ss_problem, problem);
|
||||
ss_problem << "_alpha" << EncodeScalar(alpha) << "_beta" << EncodeScalar(beta);
|
||||
|
||||
key.problem = ss_problem.str();
|
||||
|
||||
// Encode problem data types
|
||||
std::stringstream ss_types;
|
||||
EncodeTypes<
|
||||
ElementA, LayoutA,
|
||||
ElementB, LayoutB,
|
||||
ElementC, LayoutC,
|
||||
ElementAccumulator,
|
||||
ElementCompute>(ss_types);
|
||||
key.types = ss_types.str();
|
||||
|
||||
// Encode hash for problem data
|
||||
CRC32 crc_hash;
|
||||
|
||||
key.A = TensorHash(A, crc_hash);
|
||||
key.B = TensorHash(B, crc_hash);
|
||||
key.C = TensorHash(C, crc_hash);
|
||||
|
||||
return key;
|
||||
}
|
||||
|
||||
/////////////////////////////////////////////////////////////////////////////////////////////////
|
||||
|
||||
template <
|
||||
typename ElementA, typename LayoutA,
|
||||
typename ElementB, typename LayoutB,
|
||||
typename ElementC, typename LayoutC,
|
||||
typename ElementAccumulator,
|
||||
typename ElementCompute
|
||||
>
|
||||
inline CachedTestKey CreateCachedConv2dWithReductionTestKey(
|
||||
|
||||
cutlass::conv::Operator conv_operator,
|
||||
cutlass::conv::Conv2dProblemSize const &problem,
|
||||
ElementCompute alpha,
|
||||
ElementCompute beta,
|
||||
cutlass::TensorView<ElementA, LayoutA> A,
|
||||
cutlass::TensorView<ElementA, LayoutB> B,
|
||||
cutlass::TensorView<ElementC, LayoutC> C
|
||||
) {
|
||||
|
||||
CachedTestKey key;
|
||||
|
||||
// Encode conv2d operator and problem sizes
|
||||
key.op = "conv2d_with_reduction";
|
||||
|
||||
std::stringstream ss_problem;
|
||||
ss_problem << EncodeOperator(conv_operator) << "_";
|
||||
EncodeProblemSize(ss_problem, problem);
|
||||
ss_problem << "_alpha" << EncodeScalar(alpha) << "_beta" << EncodeScalar(beta);
|
||||
|
||||
key.problem = ss_problem.str();
|
||||
|
||||
// Encode problem data types
|
||||
std::stringstream ss_types;
|
||||
EncodeTypes<
|
||||
ElementA, LayoutA,
|
||||
ElementB, LayoutB,
|
||||
ElementC, LayoutC,
|
||||
ElementAccumulator,
|
||||
ElementCompute>(ss_types);
|
||||
key.types = ss_types.str();
|
||||
|
||||
// Encode hash for problem data
|
||||
CRC32 crc_hash;
|
||||
|
||||
key.A = TensorHash(A, crc_hash);
|
||||
key.B = TensorHash(B, crc_hash);
|
||||
key.C = TensorHash(C, crc_hash);
|
||||
|
||||
return key;
|
||||
}
|
||||
|
||||
/////////////////////////////////////////////////////////////////////////////////////////////////
|
||||
|
||||
template <
|
||||
typename ElementA, typename LayoutA,
|
||||
typename ElementB, typename LayoutB,
|
||||
typename ElementC, typename LayoutC,
|
||||
typename ElementAccumulator,
|
||||
typename ElementCompute
|
||||
>
|
||||
inline CachedTestKey CreateCachedConv3dTestKey(
|
||||
cutlass::conv::Operator conv_operator,
|
||||
cutlass::conv::Conv3dProblemSize const &problem,
|
||||
ElementCompute alpha,
|
||||
ElementCompute beta,
|
||||
cutlass::TensorView<ElementA, LayoutA> A,
|
||||
cutlass::TensorView<ElementA, LayoutB> B,
|
||||
cutlass::TensorView<ElementC, LayoutC> C
|
||||
) {
|
||||
|
||||
CachedTestKey key;
|
||||
|
||||
// Encode conv3d operator and problem sizes
|
||||
key.op = "conv3d";
|
||||
|
||||
std::stringstream ss_problem;
|
||||
|
||||
ss_problem << EncodeOperator(conv_operator) << "_";
|
||||
EncodeProblemSize(ss_problem, problem);
|
||||
ss_problem << "_alpha" << EncodeScalar(alpha) << "_beta" << EncodeScalar(beta);
|
||||
|
||||
key.problem = ss_problem.str();
|
||||
|
||||
// Encode problem data types
|
||||
std::stringstream ss_types;
|
||||
EncodeTypes<
|
||||
ElementA, LayoutA,
|
||||
ElementB, LayoutB,
|
||||
ElementC, LayoutC,
|
||||
ElementAccumulator,
|
||||
ElementCompute>(ss_types);
|
||||
key.types = ss_types.str();
|
||||
|
||||
// Encode problem data
|
||||
CRC32 crc_hash;
|
||||
key.A = TensorHash(A, crc_hash);
|
||||
key.B = TensorHash(B, crc_hash);
|
||||
key.C = TensorHash(C, crc_hash);
|
||||
|
||||
return key;
|
||||
}
|
||||
|
||||
/////////////////////////////////////////////////////////////////////////////////////////////////
|
||||
|
||||
} // namespace device
|
||||
} // nammespace conv
|
||||
} // namespace test
|
||||
|
||||
/////////////////////////////////////////////////////////////////////////////////////////////////
|
||||
@ -170,6 +170,25 @@ TEST(SM80_Device_Conv2d_Fprop_Analytic_ImplicitGemm_f16nhwc_f16nhwc_f16nhwc_tens
|
||||
{1, 1} // dilation (dilation_h, dilation_w)
|
||||
));
|
||||
|
||||
// run specific problem size in the unit test first
|
||||
problem_size_list.push_back(cutlass::conv::Conv2dProblemSize(
|
||||
{1, 4, 4, 14}, // input size (NHWC)
|
||||
{8, 3, 3, 14}, // filter size (KRSC)
|
||||
{0, 0, 0, 0}, // padding (pad_h, _, pad_w, _)
|
||||
{3, 3}, // stride (stride_h, stride_w)
|
||||
{1, 1} // dilation (dilation_h, dilation_w)
|
||||
));
|
||||
|
||||
// run specific problem size in the unit test first
|
||||
problem_size_list.push_back(cutlass::conv::Conv2dProblemSize(
|
||||
{1, 23, 56, 98}, // input size (NHWC)
|
||||
{128, 3, 3, 98}, // filter size (KRSC)
|
||||
{4, 0, 5, 0}, // padding (pad_h, _, pad_w, _)
|
||||
{3, 3}, // stride (stride_h, stride_w)
|
||||
{1, 1} // dilation (dilation_h, dilation_w)
|
||||
));
|
||||
|
||||
|
||||
/// Run all unit test sizes with device-level Conv2d instance
|
||||
EXPECT_TRUE(test::conv::device::TestAllConv2d<Conv2dFprop>(problem_size_list));
|
||||
}
|
||||
@ -225,6 +244,25 @@ TEST(SM80_Device_Conv2d_Fprop_Optimized_ImplicitGemm_f16nhwc_f16nhwc_f16nhwc_ten
|
||||
{1, 1} // dilation (dilation_h, dilation_w)
|
||||
));
|
||||
|
||||
// run specific problem size in the unit test first
|
||||
problem_size_list.push_back(cutlass::conv::Conv2dProblemSize(
|
||||
{1, 4, 4, 14}, // input size (NHWC)
|
||||
{8, 3, 3, 14}, // filter size (KRSC)
|
||||
{0, 0, 0, 0}, // padding (pad_h, _, pad_w, _)
|
||||
{3, 3}, // stride (stride_h, stride_w)
|
||||
{1, 1} // dilation (dilation_h, dilation_w)
|
||||
));
|
||||
|
||||
// run specific problem size in the unit test first
|
||||
problem_size_list.push_back(cutlass::conv::Conv2dProblemSize(
|
||||
{1, 23, 56, 98}, // input size (NHWC)
|
||||
{128, 3, 3, 98}, // filter size (KRSC)
|
||||
{4, 0, 5, 0}, // padding (pad_h, _, pad_w, _)
|
||||
{3, 3}, // stride (stride_h, stride_w)
|
||||
{1, 1} // dilation (dilation_h, dilation_w)
|
||||
));
|
||||
|
||||
|
||||
/// Run all unit test sizes with device-level Conv2d instance
|
||||
EXPECT_TRUE(test::conv::device::TestAllConv2d<Conv2dFprop>(problem_size_list));
|
||||
}
|
||||
@ -280,6 +318,24 @@ TEST(SM80_Device_Conv2d_Fprop_Optimized_ImplicitGemm_f16nhwc_f16nhwc_f16nhwc_ten
|
||||
{1, 1} // dilation (dilation_h, dilation_w)
|
||||
));
|
||||
|
||||
// run specific problem size in the unit test first
|
||||
problem_size_list.push_back(cutlass::conv::Conv2dProblemSize(
|
||||
{1, 4, 4, 28}, // input size (NHWC)
|
||||
{8, 3, 3, 28}, // filter size (KRSC)
|
||||
{0, 0, 0, 0}, // padding (pad_h, _, pad_w, _)
|
||||
{3, 3}, // stride (stride_h, stride_w)
|
||||
{1, 1} // dilation (dilation_h, dilation_w)
|
||||
));
|
||||
|
||||
// run specific problem size in the unit test first
|
||||
problem_size_list.push_back(cutlass::conv::Conv2dProblemSize(
|
||||
{1, 23, 56, 100}, // input size (NHWC)
|
||||
{128, 3, 3, 100}, // filter size (KRSC)
|
||||
{4, 0, 5, 0}, // padding (pad_h, _, pad_w, _)
|
||||
{3, 3}, // stride (stride_h, stride_w)
|
||||
{1, 1} // dilation (dilation_h, dilation_w)
|
||||
));
|
||||
|
||||
/// Run all unit test sizes with device-level Conv2d instance
|
||||
EXPECT_TRUE(test::conv::device::TestAllConv2d<Conv2dFprop>(problem_size_list));
|
||||
}
|
||||
|
||||
@ -182,7 +182,7 @@ struct TestbedConv2dProblemSizes {
|
||||
));
|
||||
|
||||
conv2d_default_sizes.push_back(cutlass::conv::Conv2dProblemSize(
|
||||
{1, 8, 8, minimum_channel_size}, // input size (NHWC)
|
||||
{1, 7, 8, minimum_channel_size}, // input size (NHWC)
|
||||
{8, 3, 3, minimum_channel_size}, // filter size (KRSC)
|
||||
{1, 1, 1, 1}, // padding (pad_h, _, pad_w, _)
|
||||
{1, 1}, // stride (stride_h, stride_w)
|
||||
@ -190,7 +190,7 @@ struct TestbedConv2dProblemSizes {
|
||||
));
|
||||
|
||||
conv2d_default_sizes.push_back(cutlass::conv::Conv2dProblemSize(
|
||||
{1, 8, 8, minimum_channel_size}, // input size (NHWC)
|
||||
{1, 7, 9, minimum_channel_size}, // input size (NHWC)
|
||||
{8, 4, 4, minimum_channel_size}, // filter size (KRSC)
|
||||
{1, 1, 1, 1}, // padding (pad_h, _, pad_w, _)
|
||||
{1, 1}, // stride (stride_h, stride_w)
|
||||
@ -198,7 +198,7 @@ struct TestbedConv2dProblemSizes {
|
||||
));
|
||||
|
||||
conv2d_default_sizes.push_back(cutlass::conv::Conv2dProblemSize(
|
||||
{1, 8, 8, minimum_channel_size}, // input size (NHWC)
|
||||
{2, 7, 9, minimum_channel_size}, // input size (NHWC)
|
||||
{8, 5, 5, minimum_channel_size}, // filter size (KRSC)
|
||||
{1, 1, 1, 1}, // padding (pad_h, _, pad_w, _)
|
||||
{1, 1}, // stride (stride_h, stride_w)
|
||||
@ -206,7 +206,7 @@ struct TestbedConv2dProblemSizes {
|
||||
));
|
||||
|
||||
conv2d_default_sizes.push_back(cutlass::conv::Conv2dProblemSize(
|
||||
{1, 8, 8, minimum_channel_size}, // input size (NHWC)
|
||||
{3, 7, 9, minimum_channel_size}, // input size (NHWC)
|
||||
{8, 6, 5, minimum_channel_size}, // filter size (KRSC)
|
||||
{1, 1, 1, 1}, // padding (pad_h, _, pad_w, _)
|
||||
{1, 1}, // stride (stride_h, stride_w)
|
||||
@ -214,7 +214,7 @@ struct TestbedConv2dProblemSizes {
|
||||
));
|
||||
|
||||
conv2d_default_sizes.push_back(cutlass::conv::Conv2dProblemSize(
|
||||
{1, 8, 8, minimum_channel_size}, // input size (NHWC)
|
||||
{3, 7, 9, minimum_channel_size}, // input size (NHWC)
|
||||
{8, 6, 6, minimum_channel_size}, // filter size (KRSC)
|
||||
{1, 1, 1, 1}, // padding (pad_h, _, pad_w, _)
|
||||
{1, 1}, // stride (stride_h, stride_w)
|
||||
@ -222,7 +222,7 @@ struct TestbedConv2dProblemSizes {
|
||||
));
|
||||
|
||||
conv2d_default_sizes.push_back(cutlass::conv::Conv2dProblemSize(
|
||||
{1, 8, 8, minimum_channel_size}, // input size (NHWC)
|
||||
{3, 7, 9, minimum_channel_size}, // input size (NHWC)
|
||||
{8, 7, 7, minimum_channel_size}, // filter size (KRSC)
|
||||
{1, 1, 1, 1}, // padding (pad_h, _, pad_w, _)
|
||||
{1, 1}, // stride (stride_h, stride_w)
|
||||
@ -234,7 +234,7 @@ struct TestbedConv2dProblemSizes {
|
||||
// C < CTA::K and non-multiples of CTA::K. Typical CTA::K = {32, 64}
|
||||
////////////////////////////////////////////////////////////////////////////////////////////
|
||||
conv2d_default_sizes.push_back(cutlass::conv::Conv2dProblemSize(
|
||||
{1, 11, 11, minimum_channel_size}, // input size (NHWC)
|
||||
{1, 11, 7, minimum_channel_size}, // input size (NHWC)
|
||||
{8, 1, 1, minimum_channel_size}, // filter size (KRSC)
|
||||
{0, 0, 0, 0}, // padding (pad_h, _, pad_w, _)
|
||||
{2, 2}, // stride (stride_h, stride_w)
|
||||
@ -242,7 +242,7 @@ struct TestbedConv2dProblemSizes {
|
||||
));
|
||||
|
||||
conv2d_default_sizes.push_back(cutlass::conv::Conv2dProblemSize(
|
||||
{1, 11, 11, minimum_channel_size}, // input size (NHWC)
|
||||
{1, 11, 7, minimum_channel_size}, // input size (NHWC)
|
||||
{8, 3, 3, minimum_channel_size}, // filter size (KRSC)
|
||||
{1, 1, 1, 1}, // padding (pad_h, _, pad_w, _)
|
||||
{2, 2}, // stride (stride_h, stride_w)
|
||||
@ -250,7 +250,7 @@ struct TestbedConv2dProblemSizes {
|
||||
));
|
||||
|
||||
conv2d_default_sizes.push_back(cutlass::conv::Conv2dProblemSize(
|
||||
{1, 13, 13, minimum_channel_size}, // input size (NHWC)
|
||||
{1, 13, 11, minimum_channel_size}, // input size (NHWC)
|
||||
{8, 1, 1, minimum_channel_size}, // filter size (KRSC)
|
||||
{1, 1, 1, 1}, // padding (pad_h, _, pad_w, _)
|
||||
{2, 2}, // stride (stride_h, stride_w)
|
||||
@ -258,40 +258,40 @@ struct TestbedConv2dProblemSizes {
|
||||
));
|
||||
|
||||
conv2d_default_sizes.push_back(cutlass::conv::Conv2dProblemSize(
|
||||
{1, 8, 8, minimum_channel_size}, // input size (NHWC)
|
||||
{8, 2, 2, minimum_channel_size}, // filter size (KRSC)
|
||||
{1, 17, 19, minimum_channel_size}, // input size (NHWC)
|
||||
{16, 2, 2, minimum_channel_size}, // filter size (KRSC)
|
||||
{1, 1, 1, 1}, // padding (pad_h, _, pad_w, _)
|
||||
{2, 2}, // stride (stride_h, stride_w)
|
||||
{1, 1} // dilation (dilation_h, dilation_w)
|
||||
));
|
||||
|
||||
conv2d_default_sizes.push_back(cutlass::conv::Conv2dProblemSize(
|
||||
{1, 5, 5, minimum_channel_size}, // input size (NHWC)
|
||||
{8, 3, 3, minimum_channel_size}, // filter size (KRSC)
|
||||
{1, 23, 5, minimum_channel_size}, // input size (NHWC)
|
||||
{16, 3, 3, minimum_channel_size}, // filter size (KRSC)
|
||||
{1, 1, 1, 1}, // padding (pad_h, _, pad_w, _)
|
||||
{2, 2}, // stride (stride_h, stride_w)
|
||||
{1, 1} // dilation (dilation_h, dilation_w)
|
||||
));
|
||||
|
||||
conv2d_default_sizes.push_back(cutlass::conv::Conv2dProblemSize(
|
||||
{1, 8, 8, 8}, // input size (NHWC)
|
||||
{8, 3, 3, 8}, // filter size (KRSC)
|
||||
{1, 13, 17, 8}, // input size (NHWC)
|
||||
{24, 3, 3, 8}, // filter size (KRSC)
|
||||
{0, 0, 0, 0}, // padding (pad_h, _, pad_w, _)
|
||||
{2, 2}, // stride (stride_h, stride_w)
|
||||
{1, 1} // dilation (dilation_h, dilation_w)
|
||||
));
|
||||
|
||||
conv2d_default_sizes.push_back(cutlass::conv::Conv2dProblemSize(
|
||||
{1, 8, 8, 8}, // input size (NHWC)
|
||||
{8, 3, 3, 8}, // filter size (KRSC)
|
||||
{1, 23, 21, 8}, // input size (NHWC)
|
||||
{24, 3, 3, 8}, // filter size (KRSC)
|
||||
{1, 1, 1, 1}, // padding (pad_h, _, pad_w, _)
|
||||
{3, 3}, // stride (stride_h, stride_w)
|
||||
{1, 1} // dilation (dilation_h, dilation_w)
|
||||
));
|
||||
|
||||
conv2d_default_sizes.push_back(cutlass::conv::Conv2dProblemSize(
|
||||
{1, 16, 16, 8}, // input size (NHWC)
|
||||
{8, 3, 3, 8}, // filter size (KRSC)
|
||||
{1, 20, 24, 8}, // input size (NHWC)
|
||||
{40, 3, 3, 8}, // filter size (KRSC)
|
||||
{3, 3, 3, 3}, // padding (pad_h, _, pad_w, _)
|
||||
{3, 3}, // stride (stride_h, stride_w)
|
||||
{1, 1} // dilation (dilation_h, dilation_w)
|
||||
@ -352,7 +352,7 @@ struct TestbedConv2dProblemSizes {
|
||||
));
|
||||
|
||||
conv2d_default_sizes.push_back(cutlass::conv::Conv2dProblemSize(
|
||||
{1, 16, 16, 64 + minimum_channel_size}, // input size (NHWC)
|
||||
{1, 16, 24, 64 + minimum_channel_size}, // input size (NHWC)
|
||||
{96, 3, 3, 64 + minimum_channel_size}, // filter size (KRSC)
|
||||
{1, 1, 1, 1}, // padding (pad_h, _, pad_w, _)
|
||||
{1, 1}, // stride (stride_h, stride_w)
|
||||
@ -363,7 +363,7 @@ struct TestbedConv2dProblemSizes {
|
||||
// Medium input size, filter size (1x1, 3,x3, 5x5, 7x7), stride (2, 2)
|
||||
////////////////////////////////////////////////////////////////////////////////////
|
||||
conv2d_default_sizes.push_back(cutlass::conv::Conv2dProblemSize(
|
||||
{1, 16, 16, 288}, // input size (NHWC)
|
||||
{1, 13, 16, 288}, // input size (NHWC)
|
||||
{160, 5, 5, 288}, // filter size (KRSC)
|
||||
{2, 2, 2, 2}, // padding (pad_h, _, pad_w, _)
|
||||
{2, 2}, // stride (stride_h, stride_w)
|
||||
@ -371,7 +371,7 @@ struct TestbedConv2dProblemSizes {
|
||||
));
|
||||
|
||||
conv2d_default_sizes.push_back(cutlass::conv::Conv2dProblemSize(
|
||||
{1, 55, 55, 256}, // input size (NHWC)
|
||||
{1, 55, 51, 256}, // input size (NHWC)
|
||||
{512, 1, 1, 256}, // filter size (KRSC)
|
||||
{0, 0, 0, 0}, // padding (pad_h, _, pad_w, _)
|
||||
{2, 2}, // stride (stride_h, stride_w)
|
||||
@ -379,7 +379,7 @@ struct TestbedConv2dProblemSizes {
|
||||
));
|
||||
|
||||
conv2d_default_sizes.push_back(cutlass::conv::Conv2dProblemSize(
|
||||
{1, 80, 80, 32}, // input size (NHWC)
|
||||
{1, 71, 80, 32}, // input size (NHWC)
|
||||
{64, 5, 5, 32}, // filter size (KRSC)
|
||||
{2, 2, 2, 2}, // padding (pad_h, _, pad_w, _)
|
||||
{2, 2}, // stride (stride_h, stride_w)
|
||||
@ -398,7 +398,7 @@ struct TestbedConv2dProblemSizes {
|
||||
// Medium input size stride (3, 3), filter (3, 3), non-default padding
|
||||
////////////////////////////////////////////////////////////////////////////////////
|
||||
conv2d_default_sizes.push_back(cutlass::conv::Conv2dProblemSize(
|
||||
{1, 27, 27, 256}, // input size (NHWC)
|
||||
{1, 27, 23, 256}, // input size (NHWC)
|
||||
{512, 3, 3, 256}, // filter size (KRSC)
|
||||
{0, 0, 0, 0}, // padding (pad_h, _, pad_w, _)
|
||||
{3, 3}, // stride (stride_h, stride_w)
|
||||
@ -464,16 +464,16 @@ struct TestbedConv2dProblemSizes {
|
||||
));
|
||||
|
||||
conv2d_default_sizes.push_back(cutlass::conv::Conv2dProblemSize(
|
||||
{32, 32, 32, 32}, // input size (NHWC)
|
||||
{32, 1, 1, 32}, // filter size (KRSC)
|
||||
{32, 24, 32, 32}, // input size (NHWC)
|
||||
{32, 1, 2, 32}, // filter size (KRSC)
|
||||
{0, 0, 0, 0}, // padding (pad_h, _, pad_w, _)
|
||||
{1, 1}, // stride (stride_h, stride_w)
|
||||
{1, 1} // dilation (dilation_h, dilation_w)
|
||||
));
|
||||
|
||||
conv2d_default_sizes.push_back(cutlass::conv::Conv2dProblemSize(
|
||||
{4, 3, 3, 128}, // input size (NHWC)
|
||||
{256, 3, 3, 128}, // filter size (KRSC)
|
||||
{4, 4, 5, 128}, // input size (NHWC)
|
||||
{256, 3, 6, 128}, // filter size (KRSC)
|
||||
{0, 0, 0, 0}, // padding (pad_h, _, pad_w, _)
|
||||
{1, 1}, // stride (stride_h, stride_w)
|
||||
{1, 1}, // dilation (dilation_h, dilation_w)
|
||||
@ -481,8 +481,8 @@ struct TestbedConv2dProblemSizes {
|
||||
));
|
||||
|
||||
conv2d_default_sizes.push_back(cutlass::conv::Conv2dProblemSize(
|
||||
{4, 1, 1, 256}, // input size (NHWC)
|
||||
{328, 3, 3, 256}, // filter size (KRSC)
|
||||
{4, 2, 3, 256}, // input size (NHWC)
|
||||
{328, 3, 5, 256}, // filter size (KRSC)
|
||||
{1, 1, 1, 1}, // padding (pad_h, _, pad_w, _)
|
||||
{1, 1}, // stride (stride_h, stride_w)
|
||||
{1, 1}, // dilation (dilation_h, dilation_w)
|
||||
|
||||
@ -231,4 +231,137 @@ TEST(SM80_Device_Conv2d_Strided_Dgrad_Analytic_ImplicitGemm_f16nhwc_f16nhwc_f32n
|
||||
}
|
||||
|
||||
////////////////////////////////////////////////////////////////////////////////
|
||||
|
||||
////////////////////////////////////////////////////////////////////////////////
|
||||
// Strided Dgrad (Optimized)
|
||||
////////////////////////////////////////////////////////////////////////////////
|
||||
|
||||
TEST(SM80_Device_Conv2d_Strided_Dgrad_Optimized_ImplicitGemm_f16nhwc_f16nhwc_f32nhwc_tensor_op_f32,
|
||||
128x128_32x3_64x64x32) {
|
||||
|
||||
/// Conv operation element types for the Gemm equivalent (ImplicitGemm)
|
||||
using ElementA = cutlass::half_t;
|
||||
using ElementB = cutlass::half_t;
|
||||
using ElementC = float;
|
||||
using ElementAccumulator = float;
|
||||
using ElementCompute = float;
|
||||
|
||||
/// Device-level Conv2d instance
|
||||
using Conv2dDgradKernel = typename cutlass::conv::kernel::DefaultConv2dDgrad<
|
||||
ElementA, cutlass::layout::TensorNHWC,
|
||||
ElementB, cutlass::layout::TensorNHWC,
|
||||
ElementC, cutlass::layout::TensorNHWC,
|
||||
ElementAccumulator,
|
||||
cutlass::arch::OpClassTensorOp,
|
||||
cutlass::arch::Sm80,
|
||||
cutlass::gemm::GemmShape<128, 128, 32>,
|
||||
cutlass::gemm::GemmShape<64, 64, 32>,
|
||||
cutlass::gemm::GemmShape<16, 8, 16>,
|
||||
cutlass::epilogue::thread::LinearCombination<
|
||||
ElementC,
|
||||
128 / cutlass::sizeof_bits<ElementC>::value,
|
||||
ElementAccumulator,
|
||||
ElementCompute
|
||||
>,
|
||||
cutlass::conv::threadblock::StridedDgradIdentityThreadblockSwizzle<>,
|
||||
3,
|
||||
cutlass::arch::OpMultiplyAdd,
|
||||
cutlass::conv::IteratorAlgorithm::kOptimized,
|
||||
cutlass::conv::StrideSupport::kStrided
|
||||
>::Kernel;
|
||||
|
||||
using Conv2dDgrad = cutlass::conv::device::ImplicitGemmConvolution<Conv2dDgradKernel>;
|
||||
|
||||
|
||||
test::conv::device::Conv2dProblemVector problem_size_list;
|
||||
|
||||
#if 0 // run specific problem size in the unit test first
|
||||
problem_size_list.push_back(cutlass::conv::Conv2dProblemSize(
|
||||
{1, 56, 56, 8}, // input size (NHWC)
|
||||
{8, 1, 1, 8}, // filter size (KRSC)
|
||||
{0, 0, 0, 0}, // padding (pad_h, _, pad_w, _)
|
||||
{2, 2}, // stride (stride_h, stride_w)
|
||||
{1, 1} // dilation (dilation_h, dilation_w)
|
||||
));
|
||||
|
||||
problem_size_list.push_back(cutlass::conv::Conv2dProblemSize(
|
||||
{1, 55, 55, 8}, // input size (NHWC)
|
||||
{8, 1, 1, 8}, // filter size (KRSC)
|
||||
{0, 0, 0, 0}, // padding (pad_h, _, pad_w, _)
|
||||
{2, 2}, // stride (stride_h, stride_w)
|
||||
{1, 1} // dilation (dilation_h, dilation_w)
|
||||
));
|
||||
|
||||
#endif
|
||||
|
||||
/// Run all unit test sizes with device-level Conv2d instance
|
||||
EXPECT_TRUE(test::conv::device::TestAllConv2d<Conv2dDgrad>(problem_size_list));
|
||||
}
|
||||
|
||||
////////////////////////////////////////////////////////////////////////////////
|
||||
|
||||
TEST(SM80_Device_Conv2d_Strided_Dgrad_Optimized_ImplicitGemm_f16nhwc_f16nhwc_f32nhwc_tensor_op_f32_align4,
|
||||
128x128_32x3_64x64x32) {
|
||||
|
||||
/// Conv operation element types for the Gemm equivalent (ImplicitGemm)
|
||||
using ElementA = cutlass::half_t;
|
||||
using ElementB = cutlass::half_t;
|
||||
using ElementC = float;
|
||||
using ElementAccumulator = float;
|
||||
using ElementCompute = float;
|
||||
|
||||
/// Device-level Conv2d instance
|
||||
using Conv2dDgradKernel = typename cutlass::conv::kernel::DefaultConv2dDgrad<
|
||||
ElementA, cutlass::layout::TensorNHWC,
|
||||
ElementB, cutlass::layout::TensorNHWC,
|
||||
ElementC, cutlass::layout::TensorNHWC,
|
||||
ElementAccumulator,
|
||||
cutlass::arch::OpClassTensorOp,
|
||||
cutlass::arch::Sm80,
|
||||
cutlass::gemm::GemmShape<128, 128, 32>,
|
||||
cutlass::gemm::GemmShape<64, 64, 32>,
|
||||
cutlass::gemm::GemmShape<16, 8, 16>,
|
||||
cutlass::epilogue::thread::LinearCombination<
|
||||
ElementC,
|
||||
4,
|
||||
ElementAccumulator,
|
||||
ElementCompute
|
||||
>,
|
||||
cutlass::conv::threadblock::StridedDgradIdentityThreadblockSwizzle<>,
|
||||
3,
|
||||
cutlass::arch::OpMultiplyAdd,
|
||||
cutlass::conv::IteratorAlgorithm::kOptimized,
|
||||
cutlass::conv::StrideSupport::kStrided,
|
||||
4,
|
||||
4
|
||||
>::Kernel;
|
||||
|
||||
using Conv2dDgrad = cutlass::conv::device::ImplicitGemmConvolution<Conv2dDgradKernel>;
|
||||
|
||||
|
||||
test::conv::device::Conv2dProblemVector problem_size_list;
|
||||
|
||||
// run specific problem size in the unit test first
|
||||
problem_size_list.push_back(cutlass::conv::Conv2dProblemSize(
|
||||
{1, 56, 56, 12}, // input size (NHWC)
|
||||
{8, 1, 1, 12}, // filter size (KRSC)
|
||||
{0, 0, 0, 0}, // padding (pad_h, _, pad_w, _)
|
||||
{2, 2}, // stride (stride_h, stride_w)
|
||||
{1, 1} // dilation (dilation_h, dilation_w)
|
||||
));
|
||||
|
||||
problem_size_list.push_back(cutlass::conv::Conv2dProblemSize(
|
||||
{1, 55, 55, 12}, // input size (NHWC)
|
||||
{8, 1, 1, 12}, // filter size (KRSC)
|
||||
{0, 0, 0, 0}, // padding (pad_h, _, pad_w, _)
|
||||
{2, 2}, // stride (stride_h, stride_w)
|
||||
{1, 1} // dilation (dilation_h, dilation_w)
|
||||
));
|
||||
|
||||
/// Run all unit test sizes with device-level Conv2d instance
|
||||
EXPECT_TRUE(test::conv::device::TestAllConv2d<Conv2dDgrad>(problem_size_list));
|
||||
}
|
||||
|
||||
////////////////////////////////////////////////////////////////////////////////
|
||||
|
||||
#endif // CUTLASS_ARCH_MMA_SM80_SUPPORTED
|
||||
|
||||
@ -47,6 +47,8 @@
|
||||
#include "cutlass/core_io.h"
|
||||
#include "cutlass/util/tensor_view_io.h"
|
||||
|
||||
#include "cache_testbed_output.h"
|
||||
|
||||
namespace test {
|
||||
namespace conv {
|
||||
namespace device {
|
||||
@ -116,7 +118,6 @@ public:
|
||||
cutlass::Distribution::Kind dist_kind,
|
||||
uint64_t seed) {
|
||||
|
||||
//cutlass::reference::host::TensorFill(view, Element(1.0f));
|
||||
if (dist_kind == cutlass::Distribution::Uniform) {
|
||||
|
||||
int scope;
|
||||
@ -126,7 +127,12 @@ public:
|
||||
scope = 2;
|
||||
}
|
||||
else if (bits == 16) {
|
||||
scope = 3;
|
||||
if (cutlass::sizeof_bits<ElementAccumulator>::value <= 16) {
|
||||
scope = 3;
|
||||
}
|
||||
else {
|
||||
scope = 5;
|
||||
}
|
||||
}
|
||||
else {
|
||||
scope = 8;
|
||||
@ -137,6 +143,7 @@ public:
|
||||
else if (dist_kind == cutlass::Distribution::Identity) {
|
||||
|
||||
cutlass::reference::host::TensorFillIdentity(view);
|
||||
|
||||
}
|
||||
else if (dist_kind == cutlass::Distribution::Gaussian) {
|
||||
|
||||
@ -321,6 +328,50 @@ public:
|
||||
|
||||
tensor_D_computed.sync_host();
|
||||
|
||||
//
|
||||
// Reference check - support caching results
|
||||
//
|
||||
|
||||
CachedTestKey cached_test_key = CreateCachedConv2dTestKey<
|
||||
ElementA, LayoutA,
|
||||
ElementB, LayoutB,
|
||||
ElementC, LayoutC,
|
||||
ElementAccumulator,
|
||||
ElementCompute
|
||||
>(
|
||||
kConvolutionalOperator,
|
||||
problem_size,
|
||||
alpha,
|
||||
beta,
|
||||
tensor_A.host_view(),
|
||||
tensor_B.host_view(),
|
||||
tensor_C.host_view()
|
||||
);
|
||||
|
||||
//
|
||||
// Look for the cached key
|
||||
//
|
||||
|
||||
bool cached_result_loaded = false;
|
||||
CachedTestResult cached_test_result;
|
||||
|
||||
std::string conv2d_result_cache_name =
|
||||
std::string("cached_results_") + CUTLASS_TARGET_NAME + ".txt";
|
||||
|
||||
if (CUTLASS_TEST_ENABLE_CACHED_RESULTS) {
|
||||
|
||||
CachedTestResultListing cached_results(conv2d_result_cache_name);
|
||||
|
||||
auto cached = cached_results.find(cached_test_key);
|
||||
|
||||
cached_result_loaded = cached.first;
|
||||
if (cached_result_loaded) {
|
||||
cached_test_result = cached.second;
|
||||
}
|
||||
}
|
||||
|
||||
if (!cached_result_loaded) {
|
||||
|
||||
#if CUTLASS_CONV_TEST_UNIT_REFERENCE_DEVICE_ENABLED
|
||||
|
||||
cutlass::reference::device::Conv2d<
|
||||
@ -367,9 +418,32 @@ public:
|
||||
beta);
|
||||
|
||||
#endif
|
||||
passed = cutlass::reference::host::TensorEquals(
|
||||
tensor_D_computed.host_view(),
|
||||
tensor_D_reference.host_view());
|
||||
|
||||
if (CUTLASS_TEST_ENABLE_CACHED_RESULTS) {
|
||||
|
||||
cached_test_result.D = TensorHash(tensor_D_reference.host_view());
|
||||
|
||||
CachedTestResultListing cached_results(conv2d_result_cache_name);
|
||||
|
||||
cached_results.append(cached_test_key, cached_test_result);
|
||||
cached_results.write(conv2d_result_cache_name);
|
||||
}
|
||||
} // if (!cached_result_loaded)
|
||||
|
||||
uint32_t tensor_D_hash = TensorHash(tensor_D_computed.host_view());
|
||||
|
||||
if (CUTLASS_TEST_ENABLE_CACHED_RESULTS) {
|
||||
passed = (tensor_D_hash == cached_test_result.D);
|
||||
|
||||
EXPECT_EQ(tensor_D_hash, cached_test_result.D)
|
||||
<< "Hash-based comparison failed for key:" << "\n" << cached_test_key << "\n";
|
||||
}
|
||||
else {
|
||||
|
||||
passed = cutlass::reference::host::TensorEquals(
|
||||
tensor_D_computed.host_view(),
|
||||
tensor_D_reference.host_view());
|
||||
}
|
||||
|
||||
EXPECT_TRUE(passed);
|
||||
|
||||
@ -416,9 +490,18 @@ public:
|
||||
results
|
||||
<< "\nA:\n" << tensor_A.host_view() << "\n"
|
||||
<< "\nB:\n" << tensor_B.host_view() << "\n"
|
||||
<< "\nC:\n" << tensor_C.host_view() << "\n"
|
||||
<< "\nD reference:\n" << tensor_D_reference.host_view() << "\n"
|
||||
<< "\nD computed:\n" << tensor_D_computed.host_view() << "\n";
|
||||
<< "\nC:\n" << tensor_C.host_view() << "\n";
|
||||
|
||||
results << "\nD reference (hash: " << cached_test_result.D << ")\n";
|
||||
|
||||
if (!cached_result_loaded) {
|
||||
results
|
||||
<< tensor_D_reference.host_view() << "\n";
|
||||
}
|
||||
|
||||
results
|
||||
<< "\nD computed (hash: " << tensor_D_hash << ")\n"
|
||||
<< tensor_D_computed.host_view() << "\n";
|
||||
|
||||
}
|
||||
|
||||
|
||||
@ -48,6 +48,8 @@
|
||||
#include "cutlass/core_io.h"
|
||||
#include "cutlass/util/tensor_view_io.h"
|
||||
|
||||
#include "cache_testbed_output.h"
|
||||
|
||||
namespace test {
|
||||
namespace conv {
|
||||
namespace device {
|
||||
@ -280,6 +282,50 @@ public:
|
||||
|
||||
tensor_D_computed.sync_host();
|
||||
|
||||
//
|
||||
// Reference check - support caching results
|
||||
//
|
||||
|
||||
CachedTestKey cached_test_key = CreateCachedConv2dTestKey<
|
||||
ElementA, LayoutA,
|
||||
ElementB, LayoutB,
|
||||
ElementC, LayoutC,
|
||||
ElementAccumulator,
|
||||
ElementCompute
|
||||
>(
|
||||
kConvolutionalOperator,
|
||||
problem_size,
|
||||
alpha,
|
||||
beta,
|
||||
tensor_A.host_view(),
|
||||
tensor_B.host_view(),
|
||||
tensor_C.host_view()
|
||||
);
|
||||
|
||||
//
|
||||
// Look for the cached key
|
||||
//
|
||||
|
||||
bool cached_result_loaded = false;
|
||||
CachedTestResult cached_test_result;
|
||||
|
||||
std::string conv2d_result_cache_name =
|
||||
std::string("cached_results_") + CUTLASS_TARGET_NAME + ".txt";
|
||||
|
||||
if (CUTLASS_TEST_ENABLE_CACHED_RESULTS) {
|
||||
|
||||
CachedTestResultListing cached_results(conv2d_result_cache_name);
|
||||
|
||||
auto cached = cached_results.find(cached_test_key);
|
||||
|
||||
cached_result_loaded = cached.first;
|
||||
if (cached_result_loaded) {
|
||||
cached_test_result = cached.second;
|
||||
}
|
||||
}
|
||||
|
||||
if (!cached_result_loaded) {
|
||||
|
||||
#if CUTLASS_CONV_TEST_UNIT_REFERENCE_DEVICE_ENABLED
|
||||
|
||||
cutlass::reference::device::Conv2d<
|
||||
@ -332,9 +378,32 @@ public:
|
||||
beta);
|
||||
|
||||
#endif
|
||||
passed = cutlass::reference::host::TensorEquals(
|
||||
tensor_D_computed.host_view(),
|
||||
tensor_D_reference.host_view());
|
||||
|
||||
if (CUTLASS_TEST_ENABLE_CACHED_RESULTS) {
|
||||
|
||||
cached_test_result.D = TensorHash(tensor_D_reference.host_view());
|
||||
|
||||
CachedTestResultListing cached_results(conv2d_result_cache_name);
|
||||
|
||||
cached_results.append(cached_test_key, cached_test_result);
|
||||
cached_results.write(conv2d_result_cache_name);
|
||||
}
|
||||
} // if (!cached_result_loaded)
|
||||
|
||||
uint32_t tensor_D_hash = TensorHash(tensor_D_computed.host_view());
|
||||
|
||||
if (CUTLASS_TEST_ENABLE_CACHED_RESULTS) {
|
||||
passed = (tensor_D_hash == cached_test_result.D);
|
||||
|
||||
EXPECT_EQ(tensor_D_hash, cached_test_result.D)
|
||||
<< "Hash-based comparison failed for key:" << "\n" << cached_test_key << "\n";
|
||||
}
|
||||
else {
|
||||
|
||||
passed = cutlass::reference::host::TensorEquals(
|
||||
tensor_D_computed.host_view(),
|
||||
tensor_D_reference.host_view());
|
||||
}
|
||||
|
||||
EXPECT_TRUE(passed);
|
||||
|
||||
@ -345,12 +414,12 @@ public:
|
||||
<< (split_k_mode == cutlass::conv::SplitKMode::kSerial ? "serial_reduction_" : "parallel_reduction_")
|
||||
<< (Conv2d::kConvolutionalOperator == cutlass::conv::Operator::kFprop ? "fprop_" :
|
||||
(Conv2d::kConvolutionalOperator == cutlass::conv::Operator::kDgrad ? "dgrad_" : "wgrad_"))
|
||||
<< "nhwc_"
|
||||
<< "ncxhwx_"
|
||||
<< problem_size.N << "x"
|
||||
<< problem_size.H << "x"
|
||||
<< problem_size.W << "x"
|
||||
<< problem_size.C
|
||||
<< "_krsc_"
|
||||
<< "_cxrskx_"
|
||||
<< problem_size.K << "x"
|
||||
<< problem_size.R << "x"
|
||||
<< problem_size.S << "x"
|
||||
@ -381,10 +450,18 @@ public:
|
||||
results
|
||||
<< "\nA:\n" << tensor_A.host_view() << "\n"
|
||||
<< "\nB:\n" << tensor_B.host_view() << "\n"
|
||||
<< "\nB_reordered =\n" << tensor_B_reordered.host_view() << "\n"
|
||||
<< "\nC:\n" << tensor_C.host_view() << "\n"
|
||||
<< "\nD reference:\n" << tensor_D_reference.host_view() << "\n"
|
||||
<< "\nD computed:\n" << tensor_D_computed.host_view() << "\n";
|
||||
<< "\nC:\n" << tensor_C.host_view() << "\n";
|
||||
|
||||
results << "\nD reference (hash: " << cached_test_result.D << ")\n";
|
||||
|
||||
if (!cached_result_loaded) {
|
||||
results
|
||||
<< tensor_D_reference.host_view() << "\n";
|
||||
}
|
||||
|
||||
results
|
||||
<< "\nD computed (hash: " << tensor_D_hash << ")\n"
|
||||
<< tensor_D_computed.host_view() << "\n";
|
||||
|
||||
}
|
||||
|
||||
|
||||
@ -47,6 +47,8 @@
|
||||
#include "cutlass/core_io.h"
|
||||
#include "cutlass/util/tensor_view_io.h"
|
||||
|
||||
#include "cache_testbed_output.h"
|
||||
|
||||
namespace test {
|
||||
namespace conv {
|
||||
namespace device {
|
||||
@ -109,11 +111,17 @@ public:
|
||||
scope = 2;
|
||||
}
|
||||
else if (bits == 16) {
|
||||
scope = 3;
|
||||
if (cutlass::sizeof_bits<ElementAccumulator>::value <= 16) {
|
||||
scope = 3;
|
||||
}
|
||||
else {
|
||||
scope = 5;
|
||||
}
|
||||
}
|
||||
else {
|
||||
scope = 8;
|
||||
}
|
||||
|
||||
cutlass::reference::host::TensorFillRandomUniform(
|
||||
view, seed, scope, -scope, 0);
|
||||
}
|
||||
@ -263,6 +271,50 @@ public:
|
||||
|
||||
tensor_D_computed.sync_host();
|
||||
|
||||
//
|
||||
// Reference check - support caching results
|
||||
//
|
||||
|
||||
CachedTestKey cached_test_key = CreateCachedConv2dWithBroadcastTestKey<
|
||||
ElementA, LayoutA,
|
||||
ElementB, LayoutB,
|
||||
ElementC, LayoutC,
|
||||
ElementAccumulator,
|
||||
ElementCompute
|
||||
>(
|
||||
kConvolutionalOperator,
|
||||
problem_size,
|
||||
alpha,
|
||||
beta,
|
||||
tensor_A.host_view(),
|
||||
tensor_B.host_view(),
|
||||
tensor_C.host_view()
|
||||
);
|
||||
|
||||
//
|
||||
// Look for the cached key
|
||||
//
|
||||
|
||||
bool cached_result_loaded = false;
|
||||
CachedTestResult cached_test_result;
|
||||
|
||||
std::string conv2d_result_cache_name =
|
||||
std::string("cached_results_") + CUTLASS_TARGET_NAME + ".txt";
|
||||
|
||||
if (CUTLASS_TEST_ENABLE_CACHED_RESULTS) {
|
||||
|
||||
CachedTestResultListing cached_results(conv2d_result_cache_name);
|
||||
|
||||
auto cached = cached_results.find(cached_test_key);
|
||||
|
||||
cached_result_loaded = cached.first;
|
||||
if (cached_result_loaded) {
|
||||
cached_test_result = cached.second;
|
||||
}
|
||||
}
|
||||
|
||||
if (!cached_result_loaded) {
|
||||
|
||||
#if CUTLASS_CONV_TEST_UNIT_REFERENCE_DEVICE_ENABLED
|
||||
|
||||
cutlass::reference::device::Conv2d<
|
||||
@ -309,9 +361,33 @@ public:
|
||||
beta);
|
||||
|
||||
#endif
|
||||
passed = cutlass::reference::host::TensorEquals(
|
||||
tensor_D_computed.host_view(),
|
||||
tensor_D_reference.host_view());
|
||||
|
||||
if (CUTLASS_TEST_ENABLE_CACHED_RESULTS) {
|
||||
|
||||
cached_test_result.D = TensorHash(tensor_D_reference.host_view());
|
||||
|
||||
CachedTestResultListing cached_results(conv2d_result_cache_name);
|
||||
|
||||
cached_results.append(cached_test_key, cached_test_result);
|
||||
cached_results.write(conv2d_result_cache_name);
|
||||
}
|
||||
} // if (!cached_result_loaded)
|
||||
|
||||
|
||||
uint32_t tensor_D_hash = TensorHash(tensor_D_computed.host_view());
|
||||
|
||||
if (CUTLASS_TEST_ENABLE_CACHED_RESULTS) {
|
||||
passed = (tensor_D_hash == cached_test_result.D);
|
||||
|
||||
EXPECT_EQ(tensor_D_hash, cached_test_result.D)
|
||||
<< "Hash-based comparison failed for key:" << "\n" << cached_test_key << "\n";
|
||||
}
|
||||
else {
|
||||
|
||||
passed = cutlass::reference::host::TensorEquals(
|
||||
tensor_D_computed.host_view(),
|
||||
tensor_D_reference.host_view());
|
||||
}
|
||||
|
||||
EXPECT_TRUE(passed);
|
||||
|
||||
|
||||
@ -47,6 +47,8 @@
|
||||
#include "cutlass/core_io.h"
|
||||
#include "cutlass/util/tensor_view_io.h"
|
||||
|
||||
#include "cache_testbed_output.h"
|
||||
|
||||
namespace test {
|
||||
namespace conv {
|
||||
namespace device {
|
||||
@ -114,7 +116,12 @@ public:
|
||||
scope = 2;
|
||||
}
|
||||
else if (bits == 16) {
|
||||
scope = 3;
|
||||
if (cutlass::sizeof_bits<ElementAccumulator>::value <= 16) {
|
||||
scope = 3;
|
||||
}
|
||||
else {
|
||||
scope = 5;
|
||||
}
|
||||
}
|
||||
else {
|
||||
scope = 8;
|
||||
@ -280,6 +287,50 @@ public:
|
||||
|
||||
tensor_D_computed.sync_host();
|
||||
|
||||
//
|
||||
// Reference check - support caching results
|
||||
//
|
||||
|
||||
CachedTestKey cached_test_key = CreateCachedConv2dWithReductionTestKey<
|
||||
ElementA, LayoutA,
|
||||
ElementB, LayoutB,
|
||||
ElementC, LayoutC,
|
||||
ElementAccumulator,
|
||||
ElementCompute
|
||||
>(
|
||||
kConvolutionalOperator,
|
||||
problem_size,
|
||||
alpha,
|
||||
beta,
|
||||
tensor_A.host_view(),
|
||||
tensor_B.host_view(),
|
||||
tensor_C.host_view()
|
||||
);
|
||||
|
||||
//
|
||||
// Look for the cached key
|
||||
//
|
||||
|
||||
bool cached_result_loaded = false;
|
||||
CachedTestResult cached_test_result;
|
||||
|
||||
std::string conv2d_result_cache_name =
|
||||
std::string("cached_results_") + CUTLASS_TARGET_NAME + ".txt";
|
||||
|
||||
if (CUTLASS_TEST_ENABLE_CACHED_RESULTS) {
|
||||
|
||||
CachedTestResultListing cached_results(conv2d_result_cache_name);
|
||||
|
||||
auto cached = cached_results.find(cached_test_key);
|
||||
|
||||
cached_result_loaded = cached.first;
|
||||
if (cached_result_loaded) {
|
||||
cached_test_result = cached.second;
|
||||
}
|
||||
}
|
||||
|
||||
if (!cached_result_loaded) {
|
||||
|
||||
#if CUTLASS_CONV_TEST_UNIT_REFERENCE_DEVICE_ENABLED
|
||||
|
||||
cutlass::reference::device::Conv2d<
|
||||
@ -326,9 +377,33 @@ public:
|
||||
beta);
|
||||
|
||||
#endif
|
||||
passed = cutlass::reference::host::TensorEquals(
|
||||
tensor_D_computed.host_view(),
|
||||
tensor_D_reference.host_view());
|
||||
|
||||
if (CUTLASS_TEST_ENABLE_CACHED_RESULTS) {
|
||||
|
||||
cached_test_result.D = TensorHash(tensor_D_reference.host_view());
|
||||
|
||||
CachedTestResultListing cached_results(conv2d_result_cache_name);
|
||||
|
||||
cached_results.append(cached_test_key, cached_test_result);
|
||||
cached_results.write(conv2d_result_cache_name);
|
||||
}
|
||||
} // if (!cached_result_loaded)
|
||||
|
||||
|
||||
uint32_t tensor_D_hash = TensorHash(tensor_D_computed.host_view());
|
||||
|
||||
if (CUTLASS_TEST_ENABLE_CACHED_RESULTS) {
|
||||
passed = (tensor_D_hash == cached_test_result.D);
|
||||
|
||||
EXPECT_EQ(tensor_D_hash, cached_test_result.D)
|
||||
<< "Hash-based comparison failed for key:" << "\n" << cached_test_key << "\n";
|
||||
}
|
||||
else {
|
||||
|
||||
passed = cutlass::reference::host::TensorEquals(
|
||||
tensor_D_computed.host_view(),
|
||||
tensor_D_reference.host_view());
|
||||
}
|
||||
|
||||
EXPECT_TRUE(passed);
|
||||
|
||||
|
||||
@ -67,7 +67,8 @@ TEST(SM80_Device_Conv3d_Dgrad_Analytic_ImplicitGemm_tf32ndhwc_tf32ndhwc_f32ndhwc
|
||||
>,
|
||||
cutlass::gemm::threadblock::GemmIdentityThreadblockSwizzle<>,
|
||||
3,
|
||||
cutlass::arch::OpMultiplyAdd
|
||||
cutlass::arch::OpMultiplyAdd,
|
||||
cutlass::conv::IteratorAlgorithm::kAnalytic
|
||||
>::Kernel;
|
||||
|
||||
using Conv3dDgrad = cutlass::conv::device::ImplicitGemmConvolution<Conv3dDgradKernel>;
|
||||
|
||||
@ -47,6 +47,8 @@
|
||||
#include "conv3d_problems.h"
|
||||
#include "cutlass/core_io.h"
|
||||
|
||||
#include "cache_testbed_output.h"
|
||||
|
||||
namespace test {
|
||||
namespace conv {
|
||||
namespace device {
|
||||
@ -321,6 +323,50 @@ public:
|
||||
|
||||
tensor_D_computed.sync_host();
|
||||
|
||||
//
|
||||
// Reference check - support caching results
|
||||
//
|
||||
|
||||
CachedTestKey cached_test_key = CreateCachedConv3dTestKey<
|
||||
ElementA, LayoutA,
|
||||
ElementB, LayoutB,
|
||||
ElementC, LayoutC,
|
||||
ElementAccumulator,
|
||||
ElementCompute
|
||||
>(
|
||||
kConvolutionalOperator,
|
||||
problem_size,
|
||||
alpha,
|
||||
beta,
|
||||
tensor_A.host_view(),
|
||||
tensor_B.host_view(),
|
||||
tensor_C.host_view()
|
||||
);
|
||||
|
||||
//
|
||||
// Look for the cached key
|
||||
//
|
||||
|
||||
bool cached_result_loaded = false;
|
||||
CachedTestResult cached_test_result;
|
||||
|
||||
std::string conv2d_result_cache_name =
|
||||
std::string("cached_results_") + CUTLASS_TARGET_NAME + ".txt";
|
||||
|
||||
if (CUTLASS_TEST_ENABLE_CACHED_RESULTS) {
|
||||
|
||||
CachedTestResultListing cached_results(conv2d_result_cache_name);
|
||||
|
||||
auto cached = cached_results.find(cached_test_key);
|
||||
|
||||
cached_result_loaded = cached.first;
|
||||
if (cached_result_loaded) {
|
||||
cached_test_result = cached.second;
|
||||
}
|
||||
}
|
||||
|
||||
if (!cached_result_loaded) {
|
||||
|
||||
#if CUTLASS_CONV_TEST_UNIT_REFERENCE_DEVICE_ENABLED
|
||||
|
||||
cutlass::reference::device::Conv3d<
|
||||
@ -368,10 +414,32 @@ public:
|
||||
);
|
||||
#endif
|
||||
|
||||
passed = cutlass::reference::host::TensorEquals(
|
||||
tensor_D_computed.host_view(),
|
||||
tensor_D_reference.host_view());
|
||||
if (CUTLASS_TEST_ENABLE_CACHED_RESULTS) {
|
||||
|
||||
cached_test_result.D = TensorHash(tensor_D_reference.host_view());
|
||||
|
||||
CachedTestResultListing cached_results(conv2d_result_cache_name);
|
||||
|
||||
cached_results.append(cached_test_key, cached_test_result);
|
||||
cached_results.write(conv2d_result_cache_name);
|
||||
}
|
||||
} // if (!cached_result_loaded)
|
||||
|
||||
uint32_t tensor_D_hash = TensorHash(tensor_D_computed.host_view());
|
||||
|
||||
if (CUTLASS_TEST_ENABLE_CACHED_RESULTS) {
|
||||
passed = (tensor_D_hash == cached_test_result.D);
|
||||
|
||||
EXPECT_EQ(tensor_D_hash, cached_test_result.D)
|
||||
<< "Hash-based comparison failed for key:" << "\n" << cached_test_key << "\n";
|
||||
}
|
||||
else {
|
||||
|
||||
passed = cutlass::reference::host::TensorEquals(
|
||||
tensor_D_computed.host_view(),
|
||||
tensor_D_reference.host_view());
|
||||
}
|
||||
|
||||
EXPECT_TRUE(passed);
|
||||
|
||||
if (!passed) {
|
||||
@ -422,9 +490,19 @@ public:
|
||||
results
|
||||
<< "\nA:\n" << tensor_A.host_view() << "\n"
|
||||
<< "\nB:\n" << tensor_B.host_view() << "\n"
|
||||
<< "\nC:\n" << tensor_C.host_view() << "\n"
|
||||
<< "\nD reference:\n" << tensor_D_reference.host_view() << "\n"
|
||||
<< "\nD computed:\n" << tensor_D_computed.host_view() << "\n";
|
||||
<< "\nC:\n" << tensor_C.host_view() << "\n";
|
||||
|
||||
|
||||
results << "\nD reference (hash: " << cached_test_result.D << ")\n";
|
||||
|
||||
if (!cached_result_loaded) {
|
||||
results
|
||||
<< tensor_D_reference.host_view() << "\n";
|
||||
}
|
||||
|
||||
results
|
||||
<< "\nD computed (hash: " << tensor_D_hash << ")\n"
|
||||
<< tensor_D_computed.host_view() << "\n";
|
||||
|
||||
}
|
||||
|
||||
|
||||
@ -0,0 +1,473 @@
|
||||
conv2d fprop_1x1x1x4_3x3_8x1x1_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1291629984 4250546017 486967919 3628559084
|
||||
conv2d fprop_1x1x1x4_3x3_8x1x1_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1291629984 4250546017 486967919 3628559084
|
||||
conv2d fprop_1x1x8x4_3x8_8x1x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 3269355653 987911951 1919973277 3060288390
|
||||
conv2d fprop_1x1x8x4_3x8_8x1x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 3269355653 987911951 1919973277 2970039207
|
||||
conv2d fprop_1x7x8x4_7x8_8x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 3748422120 3644341259 1911021900 2231724975
|
||||
conv2d fprop_1x7x8x4_7x8_8x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 3748422120 3644341259 1911021900 32368867
|
||||
conv2d fprop_1x7x9x4_6x8_8x4x4_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 472157622 1595526728 2963892063 3617758931
|
||||
conv2d fprop_1x7x9x4_6x8_8x4x4_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 472157622 1595526728 2963892063 1213867461
|
||||
conv2d fprop_2x7x9x4_5x7_8x5x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 2555494614 224923131 3862463878 1032157693
|
||||
conv2d fprop_2x7x9x4_5x7_8x5x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 2555494614 224923131 3862463878 2512484574
|
||||
conv2d fprop_3x7x9x4_4x7_8x6x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 2311828961 1219404370 373331791 156090483
|
||||
conv2d fprop_3x7x9x4_4x7_8x6x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 2311828961 1219404370 373331791 2125643627
|
||||
conv2d fprop_3x7x9x4_4x6_8x6x6_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 2311828961 2400093115 2695215306 1183833128
|
||||
conv2d fprop_3x7x9x4_4x6_8x6x6_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 2311828961 2400093115 2695215306 950863078
|
||||
conv2d fprop_3x7x9x4_3x5_8x7x7_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 2311828961 1018998471 2132201986 1645211922
|
||||
conv2d fprop_3x7x9x4_3x5_8x7x7_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 2311828961 1018998471 2132201986 888922489
|
||||
conv2d fprop_1x11x7x4_6x4_8x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 2296142491 4250546017 1919973277 3242947060
|
||||
conv2d fprop_1x11x7x4_6x4_8x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 2296142491 4250546017 1919973277 3242947060
|
||||
conv2d fprop_1x11x7x4_6x4_8x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 2296142491 3644341259 1919973277 2570877648
|
||||
conv2d fprop_1x11x7x4_6x4_8x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 2296142491 3644341259 1919973277 3601912269
|
||||
conv2d fprop_1x13x11x4_8x7_8x1x1_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1218117393 4250546017 1911021900 1777629475
|
||||
conv2d fprop_1x13x11x4_8x7_8x1x1_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1218117393 4250546017 1911021900 1777629475
|
||||
conv2d fprop_1x17x19x4_9x10_16x2x2_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 3858018920 3830842503 5067603 2056042422
|
||||
conv2d fprop_1x17x19x4_9x10_16x2x2_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 3858018920 3830842503 5067603 3581028648
|
||||
conv2d fprop_1x23x5x4_12x3_16x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 3131990564 3914955377 2695215306 1284148249
|
||||
conv2d fprop_1x23x5x4_12x3_16x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 3131990564 3914955377 2695215306 529645467
|
||||
conv2d fprop_1x13x17x8_6x8_24x3x3_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 3975452619 4213557158 2381193183 3146807750
|
||||
conv2d fprop_1x13x17x8_6x8_24x3x3_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 3975452619 4213557158 2381193183 3919362272
|
||||
conv2d fprop_1x23x21x8_8x7_24x3x3_pad_h1w1_stride_h3w3_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1463744869 4213557158 1038140209 2259020777
|
||||
conv2d fprop_1x23x21x8_8x7_24x3x3_pad_h1w1_stride_h3w3_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1463744869 4213557158 1038140209 2073872618
|
||||
conv2d fprop_1x20x24x8_8x10_40x3x3_pad_h3w3_stride_h3w3_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 2629906455 3838546319 720746870 2382111738
|
||||
conv2d fprop_1x20x24x8_8x10_40x3x3_pad_h3w3_stride_h3w3_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 2629906455 3838546319 720746870 1697335701
|
||||
conv2d fprop_1x15x19x160_15x19_224x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1212756742 4265921531 2290618404 3626933660
|
||||
conv2d fprop_1x15x19x160_15x19_224x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1212756742 4265921531 2290618404 3626933660
|
||||
conv2d fprop_1x19x37x160_10x19_224x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 241472534 468963831 2959096809 3337392869
|
||||
conv2d fprop_1x19x37x160_10x19_224x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 241472534 468963831 2959096809 1465273757
|
||||
conv2d fprop_1x16x16x160_17x16_224x2x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 796785810 2766914163 613201518 2545095524
|
||||
conv2d fprop_1x16x16x160_17x16_224x2x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 796785810 2766914163 613201518 119102005
|
||||
conv2d fprop_1x23x21x128_23x21_224x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 3566971919 3050624323 167104692 2075508652
|
||||
conv2d fprop_1x23x21x128_23x21_224x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 3566971919 3050624323 167104692 249956416
|
||||
conv2d fprop_1x29x37x160_29x37_224x5x5_pad_h2w2_stride_h1w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1307031978 1633048603 2557576548 825424571
|
||||
conv2d fprop_1x29x37x160_29x37_224x5x5_pad_h2w2_stride_h1w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1307031978 1633048603 2557576548 3723250582
|
||||
conv2d fprop_1x15x19x36_15x19_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 51486510 2467457616 1993107524 3917445532
|
||||
conv2d fprop_1x15x19x36_15x19_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 51486510 2467457616 1993107524 723144309
|
||||
conv2d fprop_1x16x24x68_16x24_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 806079124 1319256657 1041989393 4007092054
|
||||
conv2d fprop_1x16x24x68_16x24_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 806079124 1319256657 1041989393 121750431
|
||||
conv2d fprop_1x13x16x288_7x8_160x5x5_pad_h2w2_stride_h2w2_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 2682525616 2411959438 1222599802 2705358355
|
||||
conv2d fprop_1x13x16x288_7x8_160x5x5_pad_h2w2_stride_h2w2_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 2682525616 2411959438 1222599802 1921082534
|
||||
conv2d fprop_1x55x51x256_28x26_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 2113351655 1888208948 1454859747 2429064071
|
||||
conv2d fprop_1x55x51x256_28x26_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 2113351655 1888208948 1454859747 2429064071
|
||||
conv2d fprop_1x71x80x32_36x40_64x5x5_pad_h2w2_stride_h2w2_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 2239997711 3765480640 1933240382 258792262
|
||||
conv2d fprop_1x71x80x32_36x40_64x5x5_pad_h2w2_stride_h2w2_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 2239997711 3765480640 1933240382 1350961289
|
||||
conv2d fprop_1x224x224x8_112x112_64x7x7_pad_h3w3_stride_h2w2_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1124828340 632037627 1966904362 2674132654
|
||||
conv2d fprop_1x224x224x8_112x112_64x7x7_pad_h3w3_stride_h2w2_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1124828340 632037627 1966904362 4061823028
|
||||
conv2d fprop_1x27x23x256_9x7_512x3x3_pad_h0w0_stride_h3w3_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 3787124528 2799725917 3426919182 1513280885
|
||||
conv2d fprop_1x27x23x256_9x7_512x3x3_pad_h0w0_stride_h3w3_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 3787124528 2799725917 3426919182 3304279324
|
||||
conv2d fprop_1x27x31x256_12x11_512x3x3_pad_h5w7_stride_h3w4_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 2109521687 2799725917 4185476157 1062588307
|
||||
conv2d fprop_1x27x31x256_12x11_512x3x3_pad_h5w7_stride_h3w4_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 2109521687 2799725917 4185476157 1737400068
|
||||
conv2d fprop_1x27x35x256_15x9_512x7x5_pad_h11w7_stride_h3w5_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1329557640 2685661941 623381239 3456180201
|
||||
conv2d fprop_1x27x35x256_15x9_512x7x5_pad_h11w7_stride_h3w5_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1329557640 2685661941 623381239 612510019
|
||||
conv2d fprop_1x27x27x256_27x14_512x3x3_pad_h1w1_stride_h1w2_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 4076621732 2799725917 748585111 1918078890
|
||||
conv2d fprop_1x27x27x256_27x14_512x3x3_pad_h1w1_stride_h1w2_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 4076621732 2799725917 748585111 1296506717
|
||||
conv2d fprop_1x27x27x256_14x27_512x3x3_pad_h1w1_stride_h2w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 4076621732 2799725917 748585111 720321141
|
||||
conv2d fprop_1x27x27x256_14x27_512x3x3_pad_h1w1_stride_h2w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 4076621732 2799725917 748585111 2250020808
|
||||
conv2d fprop_3x28x28x256_14x14_256x2x2_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 3826850269 1181458623 3933470176 1216324411
|
||||
conv2d fprop_3x28x28x256_14x14_256x2x2_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 3826850269 1181458623 3933470176 1337638334
|
||||
conv2d fprop_1x32x32x16_6x16_32x3x3_pad_h1w1_stride_h6w2_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 2161330459 2750022170 3879567407 2187352956
|
||||
conv2d fprop_1x32x32x16_6x16_32x3x3_pad_h1w1_stride_h6w2_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 2161330459 2750022170 3879567407 3505172898
|
||||
conv2d fprop_32x24x32x32_24x31_32x1x2_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 61034797 3724098469 1954437668 3275330607
|
||||
conv2d fprop_32x24x32x32_24x31_32x1x2_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 61034797 3724098469 1954437668 3211342413
|
||||
conv2d fprop_4x4x5x128_3x3_256x3x6_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 2979706213 840940128 2268084635 2574304052
|
||||
conv2d fprop_4x4x5x128_3x3_256x3x6_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 2979706213 840940128 2268084635 959147198
|
||||
conv2d fprop_4x2x3x256_1x1_328x3x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 933902974 3274942180 1217977439 1759317211
|
||||
conv2d fprop_4x2x3x256_1x1_328x3x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 933902974 3274942180 1217977439 3077847987
|
||||
conv2d fprop_1x124x224x96_229x129_24x7x7_pad_h3w3_stride_h1w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 525054430 617641393 90427526 1404446496
|
||||
conv2d fprop_1x124x224x96_229x129_24x7x7_pad_h3w3_stride_h1w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 525054430 617641393 90427526 4261451781
|
||||
conv2d fprop_1x233x35x48_233x35_24x7x5_pad_h3w2_stride_h1w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 2145363230 721318312 934864596 1375658938
|
||||
conv2d fprop_1x233x35x48_233x35_24x7x5_pad_h3w2_stride_h1w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 2145363230 721318312 934864596 90410819
|
||||
conv2d fprop_1x17x11x288_17x11_160x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha2_beta2 fnhwc_fnhwc_fnhwc_f_f 3484291824 12477519 722450442 726679987
|
||||
conv2d fprop_1x1x1x2_3x3_8x1x1_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 1291629984 4250546017 4259529924 973561880
|
||||
conv2d fprop_1x1x1x2_3x3_8x1x1_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 1291629984 4250546017 4259529924 973561880
|
||||
conv2d fprop_1x1x8x2_3x8_8x1x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 3269355653 987911951 2963892063 653870217
|
||||
conv2d fprop_1x1x8x2_3x8_8x1x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 3269355653 987911951 2963892063 3381857140
|
||||
conv2d fprop_1x7x8x2_7x8_8x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 3748422120 3644341259 2132626684 727104696
|
||||
conv2d fprop_1x7x8x2_7x8_8x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 3748422120 3644341259 2132626684 857884834
|
||||
conv2d fprop_1x7x9x2_6x8_8x4x4_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 472157622 1595526728 1755127071 1773464230
|
||||
conv2d fprop_1x7x9x2_6x8_8x4x4_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 472157622 1595526728 1755127071 1800737809
|
||||
conv2d fprop_2x7x9x2_5x7_8x5x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 2555494614 224923131 2778187426 1408209490
|
||||
conv2d fprop_2x7x9x2_5x7_8x5x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 2555494614 224923131 2778187426 113009838
|
||||
conv2d fprop_3x7x9x2_4x7_8x6x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 2311828961 1219404370 1038140209 1972128042
|
||||
conv2d fprop_3x7x9x2_4x7_8x6x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 2311828961 1219404370 1038140209 740278031
|
||||
conv2d fprop_3x7x9x2_4x6_8x6x6_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 2311828961 2400093115 2381193183 3189138716
|
||||
conv2d fprop_3x7x9x2_4x6_8x6x6_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 2311828961 2400093115 2381193183 4117350218
|
||||
conv2d fprop_3x7x9x2_3x5_8x7x7_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 2311828961 1018998471 123247934 3895648089
|
||||
conv2d fprop_3x7x9x2_3x5_8x7x7_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 2311828961 1018998471 123247934 1801652807
|
||||
conv2d fprop_1x11x7x2_6x4_8x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 2296142491 4250546017 2963892063 1354630
|
||||
conv2d fprop_1x11x7x2_6x4_8x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 2296142491 4250546017 2963892063 1354630
|
||||
conv2d fprop_1x11x7x2_6x4_8x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 2296142491 3644341259 2963892063 2794615982
|
||||
conv2d fprop_1x11x7x2_6x4_8x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 2296142491 3644341259 2963892063 1407282247
|
||||
conv2d fprop_1x13x11x2_8x7_8x1x1_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 1218117393 4250546017 2132626684 4169859068
|
||||
conv2d fprop_1x13x11x2_8x7_8x1x1_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 1218117393 4250546017 2132626684 4169859068
|
||||
conv2d fprop_1x17x19x2_9x10_16x2x2_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 3858018920 3830842503 3268227320 1293623633
|
||||
conv2d fprop_1x17x19x2_9x10_16x2x2_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 3858018920 3830842503 3268227320 422114034
|
||||
conv2d fprop_1x23x5x2_12x3_16x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 3131990564 3914955377 2381193183 3106056962
|
||||
conv2d fprop_1x23x5x2_12x3_16x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 3131990564 3914955377 2381193183 3961289412
|
||||
conv2d fprop_1x13x17x8_6x8_24x3x3_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 3187654522 2811231923 3002932066 332595516
|
||||
conv2d fprop_1x13x17x8_6x8_24x3x3_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 3187654522 2811231923 3002932066 1038970344
|
||||
conv2d fprop_1x23x21x8_8x7_24x3x3_pad_h1w1_stride_h3w3_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 939350077 2811231923 3710122981 1390001842
|
||||
conv2d fprop_1x23x21x8_8x7_24x3x3_pad_h1w1_stride_h3w3_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 939350077 2811231923 3710122981 3516755647
|
||||
conv2d fprop_1x20x24x8_8x10_40x3x3_pad_h3w3_stride_h3w3_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 1957958032 2306828385 341432232 1207552588
|
||||
conv2d fprop_1x20x24x8_8x10_40x3x3_pad_h3w3_stride_h3w3_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 1957958032 2306828385 341432232 2056415706
|
||||
conv2d fprop_1x15x19x160_15x19_224x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 4005630370 105489309 212243307 3753643595
|
||||
conv2d fprop_1x15x19x160_15x19_224x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 4005630370 105489309 212243307 3753643595
|
||||
conv2d fprop_1x19x37x160_10x19_224x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 4148272483 1750065361 2212942576 1337682673
|
||||
conv2d fprop_1x19x37x160_10x19_224x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 4148272483 1750065361 2212942576 183620743
|
||||
conv2d fprop_1x16x16x160_17x16_224x2x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 617040073 350396557 284178850 3286712256
|
||||
conv2d fprop_1x16x16x160_17x16_224x2x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 617040073 350396557 284178850 2327714256
|
||||
conv2d fprop_1x23x21x128_23x21_224x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 2096370412 2318155471 835666052 4141289477
|
||||
conv2d fprop_1x23x21x128_23x21_224x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 2096370412 2318155471 835666052 2298284761
|
||||
conv2d fprop_1x29x37x160_29x37_224x5x5_pad_h2w2_stride_h1w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 3496218347 2077244131 2929697040 1641694950
|
||||
conv2d fprop_1x29x37x160_29x37_224x5x5_pad_h2w2_stride_h1w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 3496218347 2077244131 2929697040 1957029265
|
||||
conv2d fprop_1x15x19x34_15x19_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 1926056930 1319256657 950258165 4217829985
|
||||
conv2d fprop_1x15x19x34_15x19_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 1926056930 1319256657 950258165 1720028652
|
||||
conv2d fprop_1x16x24x66_16x24_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 2388882552 2500591916 3967280674 2026555219
|
||||
conv2d fprop_1x16x24x66_16x24_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 2388882552 2500591916 3967280674 2322971508
|
||||
conv2d fprop_1x13x16x288_7x8_160x5x5_pad_h2w2_stride_h2w2_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 683582756 1395357567 3996211431 3665284572
|
||||
conv2d fprop_1x13x16x288_7x8_160x5x5_pad_h2w2_stride_h2w2_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 683582756 1395357567 3996211431 201734166
|
||||
conv2d fprop_1x55x51x256_28x26_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 982506873 1181458623 2289578760 3612707051
|
||||
conv2d fprop_1x55x51x256_28x26_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 982506873 1181458623 2289578760 3612707051
|
||||
conv2d fprop_1x71x80x32_36x40_64x5x5_pad_h2w2_stride_h2w2_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 2185005209 2219118660 1440004873 3463834206
|
||||
conv2d fprop_1x71x80x32_36x40_64x5x5_pad_h2w2_stride_h2w2_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 2185005209 2219118660 1440004873 2512434087
|
||||
conv2d fprop_1x224x224x8_112x112_64x7x7_pad_h3w3_stride_h2w2_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 613238853 1728048860 3033436585 2458388362
|
||||
conv2d fprop_1x224x224x8_112x112_64x7x7_pad_h3w3_stride_h2w2_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 613238853 1728048860 3033436585 3613671804
|
||||
conv2d fprop_1x27x23x256_9x7_512x3x3_pad_h0w0_stride_h3w3_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 1261436340 2257098898 3140537372 3075173914
|
||||
conv2d fprop_1x27x23x256_9x7_512x3x3_pad_h0w0_stride_h3w3_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 1261436340 2257098898 3140537372 2600183629
|
||||
conv2d fprop_1x27x31x256_12x11_512x3x3_pad_h5w7_stride_h3w4_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 254292619 2257098898 2668473724 3607778249
|
||||
conv2d fprop_1x27x31x256_12x11_512x3x3_pad_h5w7_stride_h3w4_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 254292619 2257098898 2668473724 2808559748
|
||||
conv2d fprop_1x27x35x256_15x9_512x7x5_pad_h11w7_stride_h3w5_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 772022222 4190341022 1138386226 449926041
|
||||
conv2d fprop_1x27x35x256_15x9_512x7x5_pad_h11w7_stride_h3w5_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 772022222 4190341022 1138386226 1583119279
|
||||
conv2d fprop_1x27x27x256_27x14_512x3x3_pad_h1w1_stride_h1w2_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 3879922405 2257098898 4106573903 2990552295
|
||||
conv2d fprop_1x27x27x256_27x14_512x3x3_pad_h1w1_stride_h1w2_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 3879922405 2257098898 4106573903 760071194
|
||||
conv2d fprop_1x27x27x256_14x27_512x3x3_pad_h1w1_stride_h2w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 3879922405 2257098898 4106573903 2172129453
|
||||
conv2d fprop_1x27x27x256_14x27_512x3x3_pad_h1w1_stride_h2w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 3879922405 2257098898 4106573903 3098209529
|
||||
conv2d fprop_3x28x28x256_14x14_256x2x2_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 2751430422 3535384576 1178225662 264922690
|
||||
conv2d fprop_3x28x28x256_14x14_256x2x2_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 2751430422 3535384576 1178225662 638310695
|
||||
conv2d fprop_1x32x32x16_6x16_32x3x3_pad_h1w1_stride_h6w2_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 634689168 1558178565 3438778114 3770158048
|
||||
conv2d fprop_1x32x32x16_6x16_32x3x3_pad_h1w1_stride_h6w2_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 634689168 1558178565 3438778114 2838908779
|
||||
conv2d fprop_32x24x32x32_24x31_32x1x2_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 1906326545 268218351 3556752290 4160523498
|
||||
conv2d fprop_32x24x32x32_24x31_32x1x2_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 1906326545 268218351 3556752290 2865592304
|
||||
conv2d fprop_4x4x5x128_3x3_256x3x6_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 1481519788 2799725917 1070404771 3297631478
|
||||
conv2d fprop_4x4x5x128_3x3_256x3x6_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 1481519788 2799725917 1070404771 767059743
|
||||
conv2d fprop_4x2x3x256_1x1_328x3x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 1350987180 3287180835 87918186 1052120585
|
||||
conv2d fprop_4x2x3x256_1x1_328x3x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 1350987180 3287180835 87918186 1681505651
|
||||
conv2d fprop_1x124x224x96_229x129_24x7x7_pad_h3w3_stride_h1w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 864673475 2278914712 345256678 1262388200
|
||||
conv2d fprop_1x124x224x96_229x129_24x7x7_pad_h3w3_stride_h1w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 864673475 2278914712 345256678 301355370
|
||||
conv2d fprop_1x233x35x48_233x35_24x7x5_pad_h3w2_stride_h1w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 2136677961 1230883571 535024815 2000875092
|
||||
conv2d fprop_1x233x35x48_233x35_24x7x5_pad_h3w2_stride_h1w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 2136677961 1230883571 535024815 1840294626
|
||||
conv2d fprop_1x17x11x288_17x11_160x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha2_0i_beta2_0i cnhwc_cnhwc_cnhwc_c_c 958260586 595219593 900622494 3754107310
|
||||
conv2d dgrad_1x1x1x2_3x3_8x1x1_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 3303215167 4250546017 3890556343 2998602688
|
||||
conv2d dgrad_1x1x1x2_3x3_8x1x1_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 3303215167 4250546017 3890556343 2998602688
|
||||
conv2d dgrad_1x1x8x2_3x8_8x1x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 1134921014 987911951 2980124304 2356394714
|
||||
conv2d dgrad_1x1x8x2_3x8_8x1x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 1134921014 987911951 2980124304 4022777716
|
||||
conv2d dgrad_1x7x8x2_7x8_8x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 874639038 3644341259 802623080 2956519823
|
||||
conv2d dgrad_1x7x8x2_7x8_8x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 874639038 3644341259 802623080 2062861672
|
||||
conv2d dgrad_1x7x9x2_6x8_8x4x4_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 3528407758 1595526728 2738672641 906097834
|
||||
conv2d dgrad_1x7x9x2_6x8_8x4x4_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 3528407758 1595526728 2738672641 3836417944
|
||||
conv2d dgrad_2x7x9x2_5x7_8x5x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 639343303 224923131 311726682 1416127669
|
||||
conv2d dgrad_2x7x9x2_5x7_8x5x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 639343303 224923131 311726682 2471877698
|
||||
conv2d dgrad_3x7x9x2_4x7_8x6x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 1075488054 1219404370 1146816700 3034531074
|
||||
conv2d dgrad_3x7x9x2_4x7_8x6x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 1075488054 1219404370 1146816700 4066967351
|
||||
conv2d dgrad_3x7x9x2_4x6_8x6x6_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 1325203442 2400093115 1146816700 693310298
|
||||
conv2d dgrad_3x7x9x2_4x6_8x6x6_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 1325203442 2400093115 1146816700 3135924868
|
||||
conv2d dgrad_3x7x9x2_3x5_8x7x7_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 558171981 1018998471 1146816700 529330651
|
||||
conv2d dgrad_3x7x9x2_3x5_8x7x7_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 558171981 1018998471 1146816700 2005367170
|
||||
conv2d dgrad_1x15x19x160_15x19_224x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 3068101001 105489309 1542732212 3932236040
|
||||
conv2d dgrad_1x15x19x160_15x19_224x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 3068101001 105489309 1542732212 3932236040
|
||||
conv2d dgrad_1x16x16x160_17x16_224x2x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 4012287854 350396557 4055318830 3961661564
|
||||
conv2d dgrad_1x16x16x160_17x16_224x2x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 4012287854 350396557 4055318830 3131592715
|
||||
conv2d dgrad_1x23x21x128_23x21_224x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 1814966816 2318155471 2860596382 3615634589
|
||||
conv2d dgrad_1x23x21x128_23x21_224x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 1814966816 2318155471 2860596382 4068533991
|
||||
conv2d dgrad_1x29x37x160_29x37_224x5x5_pad_h2w2_stride_h1w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 1112763679 2077244131 923239372 4185176358
|
||||
conv2d dgrad_1x29x37x160_29x37_224x5x5_pad_h2w2_stride_h1w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 1112763679 2077244131 923239372 2760678679
|
||||
conv2d dgrad_1x15x19x34_15x19_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 2216139934 1319256657 2148851182 4222196889
|
||||
conv2d dgrad_1x15x19x34_15x19_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 2216139934 1319256657 2148851182 3594057123
|
||||
conv2d dgrad_1x16x24x66_16x24_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 859196912 2500591916 96801657 4090791495
|
||||
conv2d dgrad_1x16x24x66_16x24_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 859196912 2500591916 96801657 3335462877
|
||||
conv2d dgrad_32x24x32x32_24x31_32x1x2_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 1655739745 268218351 1632053434 381883460
|
||||
conv2d dgrad_32x24x32x32_24x31_32x1x2_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 1655739745 268218351 1632053434 2882340861
|
||||
conv2d dgrad_4x4x5x128_3x3_256x3x6_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 178805580 2799725917 1965113500 2522976436
|
||||
conv2d dgrad_4x4x5x128_3x3_256x3x6_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 178805580 2799725917 1965113500 733838654
|
||||
conv2d dgrad_4x2x3x256_1x1_328x3x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 857551382 3287180835 3720443806 3464939495
|
||||
conv2d dgrad_4x2x3x256_1x1_328x3x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 857551382 3287180835 3720443806 1609144169
|
||||
conv2d dgrad_1x124x224x96_229x129_24x7x7_pad_h3w3_stride_h1w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 1587615602 2278914712 424519891 3221010146
|
||||
conv2d dgrad_1x124x224x96_229x129_24x7x7_pad_h3w3_stride_h1w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 1587615602 2278914712 424519891 2669791026
|
||||
conv2d dgrad_1x233x35x48_233x35_24x7x5_pad_h3w2_stride_h1w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 2145363230 1230883571 2549378996 2649498772
|
||||
conv2d dgrad_1x233x35x48_233x35_24x7x5_pad_h3w2_stride_h1w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 2145363230 1230883571 2549378996 3402864639
|
||||
conv2d dgrad_1x17x11x288_17x11_160x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha2_0i_beta2_0i cnhwc_cnhwc_cnhwc_c_c 1762516385 595219593 918164635 3122213356
|
||||
conv2d wgrad_1x1x1x2_3x3_8x1x1_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 3303215167 991930693 2980124304 2646402841
|
||||
conv2d wgrad_1x1x1x2_3x3_8x1x1_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 3303215167 991930693 2980124304 2646402841
|
||||
conv2d wgrad_1x1x8x2_3x8_8x1x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 1134921014 4250546017 294738383 2839064596
|
||||
conv2d wgrad_1x1x8x2_3x8_8x1x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 1134921014 4250546017 294738383 126798540
|
||||
conv2d wgrad_1x7x8x2_7x8_8x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 874639038 1478369444 1588130777 3726346872
|
||||
conv2d wgrad_1x7x8x2_7x8_8x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 874639038 1478369444 1588130777 2751024512
|
||||
conv2d wgrad_1x7x9x2_6x8_8x4x4_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 3528407758 3070204399 3036494114 2723605209
|
||||
conv2d wgrad_1x7x9x2_6x8_8x4x4_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 3528407758 3070204399 3036494114 1320740478
|
||||
conv2d wgrad_2x7x9x2_5x7_8x5x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 639343303 2872812701 1239438433 3682382315
|
||||
conv2d wgrad_2x7x9x2_5x7_8x5x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 639343303 2872812701 1239438433 1302999924
|
||||
conv2d wgrad_3x7x9x2_4x7_8x6x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 1075488054 3373210244 4207987780 1660673899
|
||||
conv2d wgrad_3x7x9x2_4x7_8x6x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 1075488054 3373210244 4207987780 2714640979
|
||||
conv2d wgrad_3x7x9x2_4x6_8x6x6_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 1325203442 3373210244 2381193183 1695826123
|
||||
conv2d wgrad_3x7x9x2_4x6_8x6x6_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 1325203442 3373210244 2381193183 805511206
|
||||
conv2d wgrad_3x7x9x2_3x5_8x7x7_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 558171981 3373210244 2224388272 3988056388
|
||||
conv2d wgrad_3x7x9x2_3x5_8x7x7_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 558171981 3373210244 2224388272 3477078834
|
||||
conv2d wgrad_1x11x7x2_6x4_8x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 1134921014 1219770266 2980124304 4226893215
|
||||
conv2d wgrad_1x11x7x2_6x4_8x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 1134921014 1219770266 2980124304 4226893215
|
||||
conv2d wgrad_1x11x7x2_6x4_8x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 1134921014 1219770266 1588130777 507860528
|
||||
conv2d wgrad_1x11x7x2_6x4_8x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 1134921014 1219770266 1588130777 197947685
|
||||
conv2d wgrad_1x13x11x2_8x7_8x1x1_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 874639038 1458935684 2980124304 665196336
|
||||
conv2d wgrad_1x13x11x2_8x7_8x1x1_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 874639038 1458935684 2980124304 665196336
|
||||
conv2d wgrad_1x17x19x2_9x10_16x2x2_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 872104768 2927917918 3840288384 3199099046
|
||||
conv2d wgrad_1x17x19x2_9x10_16x2x2_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 872104768 2927917918 3840288384 4041124990
|
||||
conv2d wgrad_1x23x5x2_12x3_16x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 1325203442 1018974017 2695215306 4046661096
|
||||
conv2d wgrad_1x23x5x2_12x3_16x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 1325203442 1018974017 2695215306 3480351868
|
||||
conv2d wgrad_1x13x17x8_6x8_24x3x3_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 4145273678 2543470756 2731031538 2297420515
|
||||
conv2d wgrad_1x13x17x8_6x8_24x3x3_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 4145273678 2543470756 2731031538 1328037289
|
||||
conv2d wgrad_1x23x21x8_8x7_24x3x3_pad_h1w1_stride_h3w3_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 3825093358 4205517202 2731031538 710476466
|
||||
conv2d wgrad_1x23x21x8_8x7_24x3x3_pad_h1w1_stride_h3w3_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 3825093358 4205517202 2731031538 2536080878
|
||||
conv2d wgrad_1x20x24x8_8x10_40x3x3_pad_h3w3_stride_h3w3_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 1971123277 747484694 1069984549 2363498191
|
||||
conv2d wgrad_1x20x24x8_8x10_40x3x3_pad_h3w3_stride_h3w3_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 1971123277 747484694 1069984549 3086819073
|
||||
conv2d wgrad_1x15x19x160_15x19_224x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 3068101001 2172673608 472330470 2004815062
|
||||
conv2d wgrad_1x15x19x160_15x19_224x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 3068101001 2172673608 472330470 2004815062
|
||||
conv2d wgrad_1x19x37x160_10x19_224x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 2733349579 4187797427 4010744414 1794084581
|
||||
conv2d wgrad_1x19x37x160_10x19_224x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 2733349579 4187797427 4010744414 4114524808
|
||||
conv2d wgrad_1x16x16x160_17x16_224x2x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 4012287854 1017126775 3085573007 2255778450
|
||||
conv2d wgrad_1x16x16x160_17x16_224x2x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 4012287854 1017126775 3085573007 1202237741
|
||||
conv2d wgrad_1x23x21x128_23x21_224x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 1814966816 1352955925 3175962793 2510381785
|
||||
conv2d wgrad_1x23x21x128_23x21_224x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 1814966816 1352955925 3175962793 1158539581
|
||||
conv2d wgrad_1x29x37x160_29x37_224x5x5_pad_h2w2_stride_h1w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 1112763679 3236296258 4126085678 2683550287
|
||||
conv2d wgrad_1x29x37x160_29x37_224x5x5_pad_h2w2_stride_h1w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 1112763679 3236296258 4126085678 405842269
|
||||
conv2d wgrad_1x15x19x34_15x19_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 2216139934 1340523375 995921099 1592723627
|
||||
conv2d wgrad_1x15x19x34_15x19_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 2216139934 1340523375 995921099 309005134
|
||||
conv2d wgrad_1x16x24x66_16x24_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 859196912 1358310556 2323019560 542694758
|
||||
conv2d wgrad_1x16x24x66_16x24_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 859196912 1358310556 2323019560 2166847633
|
||||
conv2d wgrad_1x13x16x288_7x8_160x5x5_pad_h2w2_stride_h2w2_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 2259629017 2475931707 1440799092 4221565216
|
||||
conv2d wgrad_1x13x16x288_7x8_160x5x5_pad_h2w2_stride_h2w2_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 2259629017 2475931707 1440799092 3549830349
|
||||
conv2d wgrad_1x55x51x256_28x26_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 3657056888 2153286596 2099843274 1726340662
|
||||
conv2d wgrad_1x55x51x256_28x26_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 3657056888 2153286596 2099843274 1726340662
|
||||
conv2d wgrad_1x71x80x32_36x40_64x5x5_pad_h2w2_stride_h2w2_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 1982243752 1023264400 3870616796 3807131300
|
||||
conv2d wgrad_1x71x80x32_36x40_64x5x5_pad_h2w2_stride_h2w2_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 1982243752 1023264400 3870616796 1448894569
|
||||
conv2d wgrad_1x224x224x8_112x112_64x7x7_pad_h3w3_stride_h2w2_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 2719672358 3720159962 198641006 877490804
|
||||
conv2d wgrad_1x224x224x8_112x112_64x7x7_pad_h3w3_stride_h2w2_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 2719672358 3720159962 198641006 1819866268
|
||||
conv2d wgrad_1x27x23x256_9x7_512x3x3_pad_h0w0_stride_h3w3_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 3808539997 3824664598 3887066342 1781681130
|
||||
conv2d wgrad_1x27x23x256_9x7_512x3x3_pad_h0w0_stride_h3w3_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 3808539997 3824664598 3887066342 568593004
|
||||
conv2d wgrad_1x27x31x256_12x11_512x3x3_pad_h5w7_stride_h3w4_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 365784208 397970234 3887066342 3219231066
|
||||
conv2d wgrad_1x27x31x256_12x11_512x3x3_pad_h5w7_stride_h3w4_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 365784208 397970234 3887066342 1952799079
|
||||
conv2d wgrad_1x27x35x256_15x9_512x7x5_pad_h11w7_stride_h3w5_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 649647965 4115158715 3687074625 2188687762
|
||||
conv2d wgrad_1x27x35x256_15x9_512x7x5_pad_h11w7_stride_h3w5_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 649647965 4115158715 3687074625 328038371
|
||||
conv2d wgrad_1x27x27x256_27x14_512x3x3_pad_h1w1_stride_h1w2_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 2535440624 1855518467 3887066342 3554145843
|
||||
conv2d wgrad_1x27x27x256_27x14_512x3x3_pad_h1w1_stride_h1w2_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 2535440624 1855518467 3887066342 629423006
|
||||
conv2d wgrad_1x27x27x256_14x27_512x3x3_pad_h1w1_stride_h2w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 2535440624 1855518467 3887066342 4234955015
|
||||
conv2d wgrad_1x27x27x256_14x27_512x3x3_pad_h1w1_stride_h2w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 2535440624 1855518467 3887066342 3741665130
|
||||
conv2d wgrad_3x28x28x256_14x14_256x2x2_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 575370052 296626169 3843555714 2515434981
|
||||
conv2d wgrad_3x28x28x256_14x14_256x2x2_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 575370052 296626169 3843555714 2997311698
|
||||
conv2d wgrad_1x32x32x16_6x16_32x3x3_pad_h1w1_stride_h6w2_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 933902974 1680322972 2268084635 947907958
|
||||
conv2d wgrad_1x32x32x16_6x16_32x3x3_pad_h1w1_stride_h6w2_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 933902974 1680322972 2268084635 1668453739
|
||||
conv2d wgrad_32x24x32x32_24x31_32x1x2_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 1655739745 1407675647 3608965793 1545685731
|
||||
conv2d wgrad_32x24x32x32_24x31_32x1x2_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 1655739745 1407675647 3608965793 1560811683
|
||||
conv2d wgrad_4x4x5x128_3x3_256x3x6_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 178805580 468297304 2081693980 2353241153
|
||||
conv2d wgrad_4x4x5x128_3x3_256x3x6_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 178805580 468297304 2081693980 3371496143
|
||||
conv2d wgrad_4x2x3x256_1x1_328x3x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 857551382 4022024717 3526617126 2530989957
|
||||
conv2d wgrad_4x2x3x256_1x1_328x3x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 857551382 4022024717 3526617126 1774437661
|
||||
conv2d wgrad_1x124x224x96_229x129_24x7x7_pad_h3w3_stride_h1w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 1587615602 1932866802 3105677758 658488210
|
||||
conv2d wgrad_1x124x224x96_229x129_24x7x7_pad_h3w3_stride_h1w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 1587615602 1932866802 3105677758 3321302287
|
||||
conv2d wgrad_1x233x35x48_233x35_24x7x5_pad_h3w2_stride_h1w1_dil_h1w1_corr_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 2145363230 3735060046 3040777726 2073220474
|
||||
conv2d wgrad_1x233x35x48_233x35_24x7x5_pad_h3w2_stride_h1w1_dil_h1w1_conv_alpha1_0i_beta0_0i cnhwc_cnhwc_cnhwc_c_c 2145363230 3735060046 3040777726 3382548517
|
||||
conv2d wgrad_1x17x11x288_17x11_160x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha2_0i_beta2_0i cnhwc_cnhwc_cnhwc_c_c 1762516385 36879495 1156311284 3310348499
|
||||
conv2d fprop_1x1x1x8_3x3_8x1x1_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 2188357494 1769029067 159526285 825535581
|
||||
conv2d fprop_1x1x1x8_3x3_8x1x1_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 2188357494 1769029067 159526285 825535581
|
||||
conv2d fprop_1x1x8x8_3x8_8x1x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1838714027 2265452184 2610359861 1987868270
|
||||
conv2d fprop_1x1x8x8_3x8_8x1x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1838714027 2265452184 2610359861 728956432
|
||||
conv2d fprop_1x7x8x8_7x8_8x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 702641729 3971681487 257610791 1008996088
|
||||
conv2d fprop_1x7x8x8_7x8_8x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 702641729 3971681487 257610791 2555315413
|
||||
conv2d fprop_1x7x9x8_6x8_8x4x4_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 2318538354 3316437378 710632830 1863244686
|
||||
conv2d fprop_1x7x9x8_6x8_8x4x4_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 2318538354 3316437378 710632830 3946357538
|
||||
conv2d fprop_2x7x9x8_5x7_8x5x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 672199864 3153681330 3307060297 2695612973
|
||||
conv2d fprop_2x7x9x8_5x7_8x5x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 672199864 3153681330 3307060297 2564657101
|
||||
conv2d fprop_3x7x9x8_4x7_8x6x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3966476684 2700620395 1556396665 2901584122
|
||||
conv2d fprop_3x7x9x8_4x7_8x6x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3966476684 2700620395 1556396665 3078683181
|
||||
conv2d fprop_3x7x9x8_4x6_8x6x6_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3966476684 3431458505 2293883251 1513830178
|
||||
conv2d fprop_3x7x9x8_4x6_8x6x6_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3966476684 3431458505 2293883251 1456315771
|
||||
conv2d fprop_3x7x9x8_3x5_8x7x7_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3966476684 728619567 2638743394 4157930574
|
||||
conv2d fprop_3x7x9x8_3x5_8x7x7_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3966476684 728619567 2638743394 4280729276
|
||||
conv2d fprop_1x11x7x8_6x4_8x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 2760870769 1769029067 2610359861 829068145
|
||||
conv2d fprop_1x11x7x8_6x4_8x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 2760870769 1769029067 2610359861 829068145
|
||||
conv2d fprop_1x11x7x8_6x4_8x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 2760870769 3971681487 2610359861 3175191801
|
||||
conv2d fprop_1x11x7x8_6x4_8x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 2760870769 3971681487 2610359861 752965501
|
||||
conv2d fprop_1x13x11x8_8x7_8x1x1_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1483240777 1769029067 257610791 1872463282
|
||||
conv2d fprop_1x13x11x8_8x7_8x1x1_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1483240777 1769029067 257610791 1872463282
|
||||
conv2d fprop_1x17x19x8_9x10_16x2x2_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3878803000 1547628165 652315301 3236250595
|
||||
conv2d fprop_1x17x19x8_9x10_16x2x2_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3878803000 1547628165 652315301 115169690
|
||||
conv2d fprop_1x23x5x8_12x3_16x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3474690180 3245600707 2293883251 1373982557
|
||||
conv2d fprop_1x23x5x8_12x3_16x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3474690180 3245600707 2293883251 3038299705
|
||||
conv2d fprop_1x13x17x8_6x8_24x3x3_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 876572357 663101280 1784121575 3650717238
|
||||
conv2d fprop_1x13x17x8_6x8_24x3x3_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 876572357 663101280 1784121575 1844414540
|
||||
conv2d fprop_1x23x21x8_8x7_24x3x3_pad_h1w1_stride_h3w3_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 2926249914 663101280 1238102800 940361331
|
||||
conv2d fprop_1x23x21x8_8x7_24x3x3_pad_h1w1_stride_h3w3_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 2926249914 663101280 1238102800 1574520323
|
||||
conv2d fprop_1x20x24x8_8x10_40x3x3_pad_h3w3_stride_h3w3_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 568740975 3647824478 1001821658 763311327
|
||||
conv2d fprop_1x20x24x8_8x10_40x3x3_pad_h3w3_stride_h3w3_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 568740975 3647824478 1001821658 3755275557
|
||||
conv2d fprop_1x15x19x160_15x19_224x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3351802863 889731117 1862926968 1133541197
|
||||
conv2d fprop_1x15x19x160_15x19_224x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3351802863 889731117 1862926968 1133541197
|
||||
conv2d fprop_1x19x37x160_10x19_224x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3680916718 2931605166 1380790217 1603771059
|
||||
conv2d fprop_1x19x37x160_10x19_224x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3680916718 2931605166 1380790217 1384953419
|
||||
conv2d fprop_1x16x16x160_17x16_224x2x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 865676658 3292777216 2570824137 1716239002
|
||||
conv2d fprop_1x16x16x160_17x16_224x2x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 865676658 3292777216 2570824137 1207507795
|
||||
conv2d fprop_1x23x21x128_23x21_224x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3471311976 3069685598 1501287327 2020885449
|
||||
conv2d fprop_1x23x21x128_23x21_224x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3471311976 3069685598 1501287327 3540106320
|
||||
conv2d fprop_1x29x37x160_29x37_224x5x5_pad_h2w2_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 2012717243 4183087394 1158072871 2770857658
|
||||
conv2d fprop_1x29x37x160_29x37_224x5x5_pad_h2w2_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 2012717243 4183087394 1158072871 2753556152
|
||||
conv2d fprop_1x15x19x40_15x19_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 2639488807 1127821716 1175487408 1443444693
|
||||
conv2d fprop_1x15x19x40_15x19_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 2639488807 1127821716 1175487408 2615818500
|
||||
conv2d fprop_1x16x24x72_16x24_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 4005424028 560055529 3924773317 1674063910
|
||||
conv2d fprop_1x16x24x72_16x24_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 4005424028 560055529 3924773317 731082069
|
||||
conv2d fprop_1x13x16x288_7x8_160x5x5_pad_h2w2_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 2975308389 3388564462 540151004 2747507935
|
||||
conv2d fprop_1x13x16x288_7x8_160x5x5_pad_h2w2_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 2975308389 3388564462 540151004 916078700
|
||||
conv2d fprop_1x55x51x256_28x26_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1609667174 3347123934 1942443225 927150176
|
||||
conv2d fprop_1x55x51x256_28x26_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1609667174 3347123934 1942443225 927150176
|
||||
conv2d fprop_1x71x80x32_36x40_64x5x5_pad_h2w2_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1910152888 4279006666 634623721 1857297775
|
||||
conv2d fprop_1x71x80x32_36x40_64x5x5_pad_h2w2_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1910152888 4279006666 634623721 3617909140
|
||||
conv2d fprop_1x224x224x8_112x112_64x7x7_pad_h3w3_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3020034528 2354621402 3496282292 1893593581
|
||||
conv2d fprop_1x224x224x8_112x112_64x7x7_pad_h3w3_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3020034528 2354621402 3496282292 4168452665
|
||||
conv2d fprop_1x27x23x256_9x7_512x3x3_pad_h0w0_stride_h3w3_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 2432565675 683959930 1993750394 960818057
|
||||
conv2d fprop_1x27x23x256_9x7_512x3x3_pad_h0w0_stride_h3w3_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 2432565675 683959930 1993750394 3831768945
|
||||
conv2d fprop_1x27x31x256_12x11_512x3x3_pad_h5w7_stride_h3w4_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1094435461 683959930 1546760441 3943198524
|
||||
conv2d fprop_1x27x31x256_12x11_512x3x3_pad_h5w7_stride_h3w4_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1094435461 683959930 1546760441 297674396
|
||||
conv2d fprop_1x27x35x256_15x9_512x7x5_pad_h11w7_stride_h3w5_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1881914243 1677559851 2710651669 1457186301
|
||||
conv2d fprop_1x27x35x256_15x9_512x7x5_pad_h11w7_stride_h3w5_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1881914243 1677559851 2710651669 641199618
|
||||
conv2d fprop_1x27x27x256_27x14_512x3x3_pad_h1w1_stride_h1w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3323210016 683959930 3090812263 1219910572
|
||||
conv2d fprop_1x27x27x256_27x14_512x3x3_pad_h1w1_stride_h1w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3323210016 683959930 3090812263 2513734798
|
||||
conv2d fprop_1x27x27x256_14x27_512x3x3_pad_h1w1_stride_h2w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3323210016 683959930 3090812263 2022987417
|
||||
conv2d fprop_1x27x27x256_14x27_512x3x3_pad_h1w1_stride_h2w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3323210016 683959930 3090812263 1691115924
|
||||
conv2d fprop_3x28x28x256_14x14_256x2x2_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3831097363 1912090452 140813403 3043290146
|
||||
conv2d fprop_3x28x28x256_14x14_256x2x2_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3831097363 1912090452 140813403 2921616453
|
||||
conv2d fprop_1x32x32x16_6x16_32x3x3_pad_h1w1_stride_h6w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1244925287 3609240260 3715463477 2323185695
|
||||
conv2d fprop_1x32x32x16_6x16_32x3x3_pad_h1w1_stride_h6w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1244925287 3609240260 3715463477 1672551923
|
||||
conv2d fprop_32x24x32x32_24x31_32x1x2_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3026255423 62170551 337645063 913747685
|
||||
conv2d fprop_32x24x32x32_24x31_32x1x2_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3026255423 62170551 337645063 778811608
|
||||
conv2d fprop_4x4x5x128_3x3_256x3x6_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3054241601 2539714930 725343835 1284495313
|
||||
conv2d fprop_4x4x5x128_3x3_256x3x6_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3054241601 2539714930 725343835 2804300956
|
||||
conv2d fprop_4x2x3x256_1x1_328x3x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3459414189 2300049969 3590051376 3773230297
|
||||
conv2d fprop_4x2x3x256_1x1_328x3x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3459414189 2300049969 3590051376 3201976695
|
||||
conv2d fprop_1x124x224x96_229x129_24x7x7_pad_h3w3_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 869473545 972211497 126335800 745587578
|
||||
conv2d fprop_1x124x224x96_229x129_24x7x7_pad_h3w3_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 869473545 972211497 126335800 3427184805
|
||||
conv2d fprop_1x233x35x48_233x35_24x7x5_pad_h3w2_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3759545138 698995736 2260090497 603560103
|
||||
conv2d fprop_1x233x35x48_233x35_24x7x5_pad_h3w2_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3759545138 698995736 2260090497 3440870263
|
||||
conv2d fprop_1x17x11x288_17x11_160x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha2_beta2 hnhwc_hnhwc_hnhwc_h_h 1541569966 3683140111 4057089521 1550530307
|
||||
conv2d dgrad_1x1x1x4_3x3_8x1x1_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 135000378 4250546017 3890556343 3840696830
|
||||
conv2d dgrad_1x1x1x4_3x3_8x1x1_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 135000378 4250546017 3890556343 3840696830
|
||||
conv2d dgrad_1x1x8x4_3x8_8x1x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1501031342 987911951 2980124304 2572054323
|
||||
conv2d dgrad_1x1x8x4_3x8_8x1x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1501031342 987911951 2980124304 4006425566
|
||||
conv2d dgrad_1x7x8x4_7x8_8x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1504270762 3644341259 802623080 1655787066
|
||||
conv2d dgrad_1x7x8x4_7x8_8x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1504270762 3644341259 802623080 2956350850
|
||||
conv2d dgrad_1x7x9x4_6x8_8x4x4_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1134921014 1595526728 2738672641 962312341
|
||||
conv2d dgrad_1x7x9x4_6x8_8x4x4_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1134921014 1595526728 2738672641 3126435132
|
||||
conv2d dgrad_2x7x9x4_5x7_8x5x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1113301030 224923131 311726682 4061102478
|
||||
conv2d dgrad_2x7x9x4_5x7_8x5x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1113301030 224923131 311726682 2314369199
|
||||
conv2d dgrad_3x7x9x4_4x7_8x6x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1431058757 1219404370 1146816700 3996872848
|
||||
conv2d dgrad_3x7x9x4_4x7_8x6x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1431058757 1219404370 1146816700 2269688958
|
||||
conv2d dgrad_3x7x9x4_4x6_8x6x6_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 2568212047 2400093115 1146816700 1719436727
|
||||
conv2d dgrad_3x7x9x4_4x6_8x6x6_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 2568212047 2400093115 1146816700 4236972782
|
||||
conv2d dgrad_3x7x9x4_3x5_8x7x7_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 2133636964 1018998471 1146816700 1307853167
|
||||
conv2d dgrad_3x7x9x4_3x5_8x7x7_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 2133636964 1018998471 1146816700 469937848
|
||||
conv2d dgrad_1x15x19x160_15x19_224x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1126681227 4265921531 1307969125 2041137857
|
||||
conv2d dgrad_1x15x19x160_15x19_224x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1126681227 4265921531 1307969125 2041137857
|
||||
conv2d dgrad_1x16x16x160_17x16_224x2x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 3363792845 2766914163 1541598000 562462849
|
||||
conv2d dgrad_1x16x16x160_17x16_224x2x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 3363792845 2766914163 1541598000 585918261
|
||||
conv2d dgrad_1x23x21x128_23x21_224x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 2017514189 3050624323 2813830197 3551637995
|
||||
conv2d dgrad_1x23x21x128_23x21_224x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 2017514189 3050624323 2813830197 2284323213
|
||||
conv2d dgrad_1x29x37x160_29x37_224x5x5_pad_h2w2_stride_h1w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 2136362147 1633048603 2983167436 866644788
|
||||
conv2d dgrad_1x29x37x160_29x37_224x5x5_pad_h2w2_stride_h1w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 2136362147 1633048603 2983167436 253066315
|
||||
conv2d dgrad_1x15x19x36_15x19_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 784928777 2467457616 1092494080 274183605
|
||||
conv2d dgrad_1x15x19x36_15x19_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 784928777 2467457616 1092494080 1241514327
|
||||
conv2d dgrad_1x16x24x68_16x24_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1928121195 1319256657 3541920582 2018009151
|
||||
conv2d dgrad_1x16x24x68_16x24_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1928121195 1319256657 3541920582 1303918704
|
||||
conv2d dgrad_32x24x32x32_24x31_32x1x2_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1089703540 3724098469 2351024902 941952011
|
||||
conv2d dgrad_32x24x32x32_24x31_32x1x2_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1089703540 3724098469 2351024902 3577527602
|
||||
conv2d dgrad_4x4x5x128_3x3_256x3x6_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1527509174 840940128 2574042419 2518679986
|
||||
conv2d dgrad_4x4x5x128_3x3_256x3x6_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1527509174 840940128 2574042419 3797768014
|
||||
conv2d dgrad_4x2x3x256_1x1_328x3x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 3153833039 3274942180 3438778114 508409341
|
||||
conv2d dgrad_4x2x3x256_1x1_328x3x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 3153833039 3274942180 3438778114 3918768286
|
||||
conv2d dgrad_1x124x224x96_229x129_24x7x7_pad_h3w3_stride_h1w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 805200720 617641393 2145192778 3649177283
|
||||
conv2d dgrad_1x124x224x96_229x129_24x7x7_pad_h3w3_stride_h1w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 805200720 617641393 2145192778 2392118609
|
||||
conv2d dgrad_1x233x35x48_233x35_24x7x5_pad_h3w2_stride_h1w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 3916058745 721318312 535024815 4039199216
|
||||
conv2d dgrad_1x233x35x48_233x35_24x7x5_pad_h3w2_stride_h1w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 3916058745 721318312 535024815 2891577765
|
||||
conv2d dgrad_1x17x11x288_17x11_160x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha2_beta2 fnhwc_fnhwc_fnhwc_f_f 3160120111 12477519 1682007569 2212069629
|
||||
conv2d wgrad_1x1x1x4_3x3_8x1x1_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 135000378 991930693 2980124304 2169312899
|
||||
conv2d wgrad_1x1x1x4_3x3_8x1x1_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 135000378 991930693 2980124304 2169312899
|
||||
conv2d wgrad_1x1x8x4_3x8_8x1x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1501031342 4250546017 294738383 1067638259
|
||||
conv2d wgrad_1x1x8x4_3x8_8x1x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1501031342 4250546017 294738383 504959928
|
||||
conv2d wgrad_1x7x8x4_7x8_8x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1504270762 1478369444 1588130777 587511439
|
||||
conv2d wgrad_1x7x8x4_7x8_8x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1504270762 1478369444 1588130777 3767308084
|
||||
conv2d wgrad_1x7x9x4_6x8_8x4x4_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1134921014 3070204399 3036494114 4124366680
|
||||
conv2d wgrad_1x7x9x4_6x8_8x4x4_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1134921014 3070204399 3036494114 2833785422
|
||||
conv2d wgrad_2x7x9x4_5x7_8x5x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1113301030 2872812701 1239438433 1775116239
|
||||
conv2d wgrad_2x7x9x4_5x7_8x5x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1113301030 2872812701 1239438433 1288542483
|
||||
conv2d wgrad_3x7x9x4_4x7_8x6x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1431058757 3373210244 4207987780 4054255409
|
||||
conv2d wgrad_3x7x9x4_4x7_8x6x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1431058757 3373210244 4207987780 180834054
|
||||
conv2d wgrad_3x7x9x4_4x6_8x6x6_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 2568212047 3373210244 2381193183 353843599
|
||||
conv2d wgrad_3x7x9x4_4x6_8x6x6_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 2568212047 3373210244 2381193183 1860329513
|
||||
conv2d wgrad_3x7x9x4_3x5_8x7x7_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 2133636964 3373210244 2224388272 347055977
|
||||
conv2d wgrad_3x7x9x4_3x5_8x7x7_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 2133636964 3373210244 2224388272 994788649
|
||||
conv2d wgrad_1x11x7x4_6x4_8x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1501031342 1219770266 2980124304 1448608264
|
||||
conv2d wgrad_1x11x7x4_6x4_8x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1501031342 1219770266 2980124304 1448608264
|
||||
conv2d wgrad_1x11x7x4_6x4_8x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1501031342 1219770266 1588130777 2381531672
|
||||
conv2d wgrad_1x11x7x4_6x4_8x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1501031342 1219770266 1588130777 3417974847
|
||||
conv2d wgrad_1x13x11x4_8x7_8x1x1_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1504270762 1458935684 2980124304 2512582600
|
||||
conv2d wgrad_1x13x11x4_8x7_8x1x1_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1504270762 1458935684 2980124304 2512582600
|
||||
conv2d wgrad_1x17x19x4_9x10_16x2x2_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1642334467 2927917918 3840288384 2880620663
|
||||
conv2d wgrad_1x17x19x4_9x10_16x2x2_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1642334467 2927917918 3840288384 2552969500
|
||||
conv2d wgrad_1x23x5x4_12x3_16x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 2568212047 1018974017 2695215306 3059274099
|
||||
conv2d wgrad_1x23x5x4_12x3_16x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 2568212047 1018974017 2695215306 3436607346
|
||||
conv2d wgrad_1x13x17x8_6x8_24x3x3_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1325203442 2973628448 3097125139 3643918743
|
||||
conv2d wgrad_1x13x17x8_6x8_24x3x3_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1325203442 2973628448 3097125139 747082267
|
||||
conv2d wgrad_1x23x21x8_8x7_24x3x3_pad_h1w1_stride_h3w3_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1075488054 4153253284 3097125139 21340657
|
||||
conv2d wgrad_1x23x21x8_8x7_24x3x3_pad_h1w1_stride_h3w3_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1075488054 4153253284 3097125139 56227083
|
||||
conv2d wgrad_1x20x24x8_8x10_40x3x3_pad_h3w3_stride_h3w3_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 2373792510 4228778230 3268227320 2781787969
|
||||
conv2d wgrad_1x20x24x8_8x10_40x3x3_pad_h3w3_stride_h3w3_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 2373792510 4228778230 3268227320 4054149767
|
||||
conv2d wgrad_1x15x19x160_15x19_224x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1126681227 448814756 4020828414 692686929
|
||||
conv2d wgrad_1x15x19x160_15x19_224x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1126681227 448814756 4020828414 692686929
|
||||
conv2d wgrad_1x19x37x160_10x19_224x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 4098697864 2355686406 2621782130 2833949486
|
||||
conv2d wgrad_1x19x37x160_10x19_224x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 4098697864 2355686406 2621782130 3251496823
|
||||
conv2d wgrad_1x16x16x160_17x16_224x2x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 3363792845 68416507 3062073018 220836046
|
||||
conv2d wgrad_1x16x16x160_17x16_224x2x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 3363792845 68416507 3062073018 1707620502
|
||||
conv2d wgrad_1x23x21x128_23x21_224x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 2017514189 2695053579 4119019906 338363935
|
||||
conv2d wgrad_1x23x21x128_23x21_224x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 2017514189 2695053579 4119019906 738717986
|
||||
conv2d wgrad_1x29x37x160_29x37_224x5x5_pad_h2w2_stride_h1w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 2136362147 2323702535 2730633195 4275642741
|
||||
conv2d wgrad_1x29x37x160_29x37_224x5x5_pad_h2w2_stride_h1w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 2136362147 2323702535 2730633195 3105473059
|
||||
conv2d wgrad_1x15x19x36_15x19_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 784928777 3920994243 2871183684 1457368860
|
||||
conv2d wgrad_1x15x19x36_15x19_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 784928777 3920994243 2871183684 2129608645
|
||||
conv2d wgrad_1x16x24x68_16x24_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1928121195 1834136816 995921099 1290832901
|
||||
conv2d wgrad_1x16x24x68_16x24_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1928121195 1834136816 995921099 154477589
|
||||
conv2d wgrad_1x13x16x288_7x8_160x5x5_pad_h2w2_stride_h2w2_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 3829716048 824597450 3596813277 3377048584
|
||||
conv2d wgrad_1x13x16x288_7x8_160x5x5_pad_h2w2_stride_h2w2_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 3829716048 824597450 3596813277 412509722
|
||||
conv2d wgrad_1x55x51x256_28x26_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1276391848 1858648938 3730143675 2712417789
|
||||
conv2d wgrad_1x55x51x256_28x26_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1276391848 1858648938 3730143675 2712417789
|
||||
conv2d wgrad_1x71x80x32_36x40_64x5x5_pad_h2w2_stride_h2w2_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 2991748655 996994755 3162712336 2691220362
|
||||
conv2d wgrad_1x71x80x32_36x40_64x5x5_pad_h2w2_stride_h2w2_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 2991748655 996994755 3162712336 3441232209
|
||||
conv2d wgrad_1x224x224x8_112x112_64x7x7_pad_h3w3_stride_h2w2_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 613238853 3737415653 1813717058 3953491679
|
||||
conv2d wgrad_1x224x224x8_112x112_64x7x7_pad_h3w3_stride_h2w2_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 613238853 3737415653 1813717058 1261891081
|
||||
conv2d wgrad_1x27x23x256_9x7_512x3x3_pad_h0w0_stride_h3w3_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 3074259140 3369591202 2081693980 3439473075
|
||||
conv2d wgrad_1x27x23x256_9x7_512x3x3_pad_h0w0_stride_h3w3_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 3074259140 3369591202 2081693980 3352279175
|
||||
conv2d wgrad_1x27x31x256_12x11_512x3x3_pad_h5w7_stride_h3w4_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 2475424603 3047230488 2081693980 3359165930
|
||||
conv2d wgrad_1x27x31x256_12x11_512x3x3_pad_h5w7_stride_h3w4_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 2475424603 3047230488 2081693980 1942009480
|
||||
conv2d wgrad_1x27x35x256_15x9_512x7x5_pad_h11w7_stride_h3w5_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 3980242078 2830864967 1000406280 332157749
|
||||
conv2d wgrad_1x27x35x256_15x9_512x7x5_pad_h11w7_stride_h3w5_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 3980242078 2830864967 1000406280 2601063004
|
||||
conv2d wgrad_1x27x27x256_27x14_512x3x3_pad_h1w1_stride_h1w2_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 870738555 640024666 2081693980 4100031453
|
||||
conv2d wgrad_1x27x27x256_27x14_512x3x3_pad_h1w1_stride_h1w2_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 870738555 640024666 2081693980 1919107176
|
||||
conv2d wgrad_1x27x27x256_14x27_512x3x3_pad_h1w1_stride_h2w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 870738555 640024666 2081693980 1618717912
|
||||
conv2d wgrad_1x27x27x256_14x27_512x3x3_pad_h1w1_stride_h2w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 870738555 640024666 2081693980 221251170
|
||||
conv2d wgrad_3x28x28x256_14x14_256x2x2_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1467525936 2166215692 2099843274 1752033731
|
||||
conv2d wgrad_3x28x28x256_14x14_256x2x2_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1467525936 2166215692 2099843274 2254410747
|
||||
conv2d wgrad_1x32x32x16_6x16_32x3x3_pad_h1w1_stride_h6w2_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1441608968 3983207745 3357056235 4220059751
|
||||
conv2d wgrad_1x32x32x16_6x16_32x3x3_pad_h1w1_stride_h6w2_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1441608968 3983207745 3357056235 3334646036
|
||||
conv2d wgrad_32x24x32x32_24x31_32x1x2_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1089703540 1191155361 852881505 1729883415
|
||||
conv2d wgrad_32x24x32x32_24x31_32x1x2_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1089703540 1191155361 852881505 3112064590
|
||||
conv2d wgrad_4x4x5x128_3x3_256x3x6_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1527509174 2779255425 1217669626 2313445327
|
||||
conv2d wgrad_4x4x5x128_3x3_256x3x6_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 1527509174 2779255425 1217669626 2378687243
|
||||
conv2d wgrad_4x2x3x256_1x1_328x3x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 3153833039 1258133396 2989357662 2523233417
|
||||
conv2d wgrad_4x2x3x256_1x1_328x3x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 3153833039 1258133396 2989357662 845687444
|
||||
conv2d wgrad_1x124x224x96_229x129_24x7x7_pad_h3w3_stride_h1w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 805200720 858259717 3333097025 2967627788
|
||||
conv2d wgrad_1x124x224x96_229x129_24x7x7_pad_h3w3_stride_h1w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 805200720 858259717 3333097025 285381561
|
||||
conv2d wgrad_1x233x35x48_233x35_24x7x5_pad_h3w2_stride_h1w1_dil_h1w1_corr_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 3916058745 443607763 3443985888 4252958697
|
||||
conv2d wgrad_1x233x35x48_233x35_24x7x5_pad_h3w2_stride_h1w1_dil_h1w1_conv_alpha1_beta0 fnhwc_fnhwc_fnhwc_f_f 3916058745 443607763 3443985888 160172027
|
||||
conv2d wgrad_1x17x11x288_17x11_160x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha2_beta2 fnhwc_fnhwc_fnhwc_f_f 3160120111 1536824438 422976060 2522704893
|
||||
@ -0,0 +1,207 @@
|
||||
conv2d fprop_1x1x1x8_3x3_8x1x1_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 2188357494 1769029067 159526285 825535581
|
||||
conv2d fprop_1x1x1x8_3x3_8x1x1_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 2188357494 1769029067 159526285 825535581
|
||||
conv2d fprop_1x1x8x8_3x8_8x1x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1838714027 2265452184 2610359861 1987868270
|
||||
conv2d fprop_1x1x8x8_3x8_8x1x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1838714027 2265452184 2610359861 728956432
|
||||
conv2d fprop_1x7x8x8_7x8_8x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 702641729 3971681487 257610791 1008996088
|
||||
conv2d fprop_1x7x8x8_7x8_8x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 702641729 3971681487 257610791 2555315413
|
||||
conv2d fprop_1x7x9x8_6x8_8x4x4_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 2318538354 3316437378 710632830 1863244686
|
||||
conv2d fprop_1x7x9x8_6x8_8x4x4_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 2318538354 3316437378 710632830 3946357538
|
||||
conv2d fprop_2x7x9x8_5x7_8x5x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 672199864 3153681330 3307060297 2695612973
|
||||
conv2d fprop_2x7x9x8_5x7_8x5x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 672199864 3153681330 3307060297 2564657101
|
||||
conv2d fprop_3x7x9x8_4x7_8x6x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3966476684 2700620395 1556396665 2901584122
|
||||
conv2d fprop_3x7x9x8_4x7_8x6x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3966476684 2700620395 1556396665 3078683181
|
||||
conv2d fprop_3x7x9x8_4x6_8x6x6_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3966476684 3431458505 2293883251 1513830178
|
||||
conv2d fprop_3x7x9x8_4x6_8x6x6_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3966476684 3431458505 2293883251 1456315771
|
||||
conv2d fprop_3x7x9x8_3x5_8x7x7_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3966476684 728619567 2638743394 4157930574
|
||||
conv2d fprop_3x7x9x8_3x5_8x7x7_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3966476684 728619567 2638743394 4280729276
|
||||
conv2d fprop_1x11x7x8_6x4_8x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 2760870769 1769029067 2610359861 829068145
|
||||
conv2d fprop_1x11x7x8_6x4_8x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 2760870769 1769029067 2610359861 829068145
|
||||
conv2d fprop_1x11x7x8_6x4_8x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 2760870769 3971681487 2610359861 3175191801
|
||||
conv2d fprop_1x11x7x8_6x4_8x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 2760870769 3971681487 2610359861 752965501
|
||||
conv2d fprop_1x13x11x8_8x7_8x1x1_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1483240777 1769029067 257610791 1872463282
|
||||
conv2d fprop_1x13x11x8_8x7_8x1x1_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1483240777 1769029067 257610791 1872463282
|
||||
conv2d fprop_1x17x19x8_9x10_16x2x2_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3878803000 1547628165 652315301 3236250595
|
||||
conv2d fprop_1x17x19x8_9x10_16x2x2_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3878803000 1547628165 652315301 115169690
|
||||
conv2d fprop_1x23x5x8_12x3_16x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3474690180 3245600707 2293883251 1373982557
|
||||
conv2d fprop_1x23x5x8_12x3_16x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3474690180 3245600707 2293883251 3038299705
|
||||
conv2d fprop_1x13x17x8_6x8_24x3x3_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 876572357 663101280 1784121575 3650717238
|
||||
conv2d fprop_1x13x17x8_6x8_24x3x3_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 876572357 663101280 1784121575 1844414540
|
||||
conv2d fprop_1x23x21x8_8x7_24x3x3_pad_h1w1_stride_h3w3_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 2926249914 663101280 1238102800 940361331
|
||||
conv2d fprop_1x23x21x8_8x7_24x3x3_pad_h1w1_stride_h3w3_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 2926249914 663101280 1238102800 1574520323
|
||||
conv2d fprop_1x20x24x8_8x10_40x3x3_pad_h3w3_stride_h3w3_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 568740975 3647824478 1001821658 763311327
|
||||
conv2d fprop_1x20x24x8_8x10_40x3x3_pad_h3w3_stride_h3w3_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 568740975 3647824478 1001821658 3755275557
|
||||
conv2d fprop_1x15x19x160_15x19_224x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3351802863 889731117 1862926968 1133541197
|
||||
conv2d fprop_1x15x19x160_15x19_224x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3351802863 889731117 1862926968 1133541197
|
||||
conv2d fprop_1x19x37x160_10x19_224x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3680916718 2931605166 1380790217 1603771059
|
||||
conv2d fprop_1x19x37x160_10x19_224x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3680916718 2931605166 1380790217 1384953419
|
||||
conv2d fprop_1x16x16x160_17x16_224x2x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 865676658 3292777216 2570824137 1716239002
|
||||
conv2d fprop_1x16x16x160_17x16_224x2x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 865676658 3292777216 2570824137 1207507795
|
||||
conv2d fprop_1x23x21x128_23x21_224x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3471311976 3069685598 1501287327 2020885449
|
||||
conv2d fprop_1x23x21x128_23x21_224x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3471311976 3069685598 1501287327 3540106320
|
||||
conv2d fprop_1x29x37x160_29x37_224x5x5_pad_h2w2_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 2012717243 4183087394 1158072871 2770857658
|
||||
conv2d fprop_1x29x37x160_29x37_224x5x5_pad_h2w2_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 2012717243 4183087394 1158072871 2753556152
|
||||
conv2d fprop_1x15x19x40_15x19_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 2639488807 1127821716 1175487408 1443444693
|
||||
conv2d fprop_1x15x19x40_15x19_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 2639488807 1127821716 1175487408 2615818500
|
||||
conv2d fprop_1x16x24x72_16x24_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 4005424028 560055529 3924773317 1674063910
|
||||
conv2d fprop_1x16x24x72_16x24_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 4005424028 560055529 3924773317 731082069
|
||||
conv2d fprop_1x13x16x288_7x8_160x5x5_pad_h2w2_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 2975308389 3388564462 540151004 2747507935
|
||||
conv2d fprop_1x13x16x288_7x8_160x5x5_pad_h2w2_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 2975308389 3388564462 540151004 916078700
|
||||
conv2d fprop_1x55x51x256_28x26_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1609667174 3347123934 1942443225 927150176
|
||||
conv2d fprop_1x55x51x256_28x26_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1609667174 3347123934 1942443225 927150176
|
||||
conv2d fprop_1x71x80x32_36x40_64x5x5_pad_h2w2_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1910152888 4279006666 634623721 1857297775
|
||||
conv2d fprop_1x71x80x32_36x40_64x5x5_pad_h2w2_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1910152888 4279006666 634623721 3617909140
|
||||
conv2d fprop_1x224x224x8_112x112_64x7x7_pad_h3w3_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3020034528 2354621402 3496282292 1893593581
|
||||
conv2d fprop_1x224x224x8_112x112_64x7x7_pad_h3w3_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3020034528 2354621402 3496282292 4168452665
|
||||
conv2d fprop_1x27x23x256_9x7_512x3x3_pad_h0w0_stride_h3w3_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 2432565675 683959930 1993750394 960818057
|
||||
conv2d fprop_1x27x23x256_9x7_512x3x3_pad_h0w0_stride_h3w3_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 2432565675 683959930 1993750394 3831768945
|
||||
conv2d fprop_1x27x31x256_12x11_512x3x3_pad_h5w7_stride_h3w4_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1094435461 683959930 1546760441 3943198524
|
||||
conv2d fprop_1x27x31x256_12x11_512x3x3_pad_h5w7_stride_h3w4_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1094435461 683959930 1546760441 297674396
|
||||
conv2d fprop_1x27x35x256_15x9_512x7x5_pad_h11w7_stride_h3w5_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1881914243 1677559851 2710651669 1457186301
|
||||
conv2d fprop_1x27x35x256_15x9_512x7x5_pad_h11w7_stride_h3w5_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1881914243 1677559851 2710651669 641199618
|
||||
conv2d fprop_1x27x27x256_27x14_512x3x3_pad_h1w1_stride_h1w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3323210016 683959930 3090812263 1219910572
|
||||
conv2d fprop_1x27x27x256_27x14_512x3x3_pad_h1w1_stride_h1w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3323210016 683959930 3090812263 2513734798
|
||||
conv2d fprop_1x27x27x256_14x27_512x3x3_pad_h1w1_stride_h2w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3323210016 683959930 3090812263 2022987417
|
||||
conv2d fprop_1x27x27x256_14x27_512x3x3_pad_h1w1_stride_h2w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3323210016 683959930 3090812263 1691115924
|
||||
conv2d fprop_3x28x28x256_14x14_256x2x2_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3831097363 1912090452 140813403 3043290146
|
||||
conv2d fprop_3x28x28x256_14x14_256x2x2_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3831097363 1912090452 140813403 2921616453
|
||||
conv2d fprop_1x32x32x16_6x16_32x3x3_pad_h1w1_stride_h6w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1244925287 3609240260 3715463477 2323185695
|
||||
conv2d fprop_1x32x32x16_6x16_32x3x3_pad_h1w1_stride_h6w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1244925287 3609240260 3715463477 1672551923
|
||||
conv2d fprop_32x24x32x32_24x31_32x1x2_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3026255423 62170551 337645063 913747685
|
||||
conv2d fprop_32x24x32x32_24x31_32x1x2_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3026255423 62170551 337645063 778811608
|
||||
conv2d fprop_4x4x5x128_3x3_256x3x6_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3054241601 2539714930 725343835 1284495313
|
||||
conv2d fprop_4x4x5x128_3x3_256x3x6_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3054241601 2539714930 725343835 2804300956
|
||||
conv2d fprop_4x2x3x256_1x1_328x3x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3459414189 2300049969 3590051376 3773230297
|
||||
conv2d fprop_4x2x3x256_1x1_328x3x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3459414189 2300049969 3590051376 3201976695
|
||||
conv2d fprop_1x124x224x96_229x129_24x7x7_pad_h3w3_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 869473545 972211497 126335800 745587578
|
||||
conv2d fprop_1x124x224x96_229x129_24x7x7_pad_h3w3_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 869473545 972211497 126335800 3427184805
|
||||
conv2d fprop_1x233x35x48_233x35_24x7x5_pad_h3w2_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3759545138 698995736 2260090497 603560103
|
||||
conv2d fprop_1x233x35x48_233x35_24x7x5_pad_h3w2_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3759545138 698995736 2260090497 3440870263
|
||||
conv2d fprop_1x17x11x288_17x11_160x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha2_beta2 hnhwc_hnhwc_hnhwc_h_h 1541569966 3683140111 4057089521 1550530307
|
||||
conv2d fprop_1x4x4x12_1x1_8x3x3_pad_h0w0_stride_h3w3_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1089974555 439881880 2361007913 550417941
|
||||
conv2d fprop_1x4x4x12_1x1_8x3x3_pad_h0w0_stride_h3w3_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1089974555 439881880 2361007913 511192308
|
||||
conv2d fprop_1x4x4x14_1x1_8x3x3_pad_h0w0_stride_h3w3_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 2604126736 2435640339 2361007913 968601759
|
||||
conv2d fprop_1x4x4x14_1x1_8x3x3_pad_h0w0_stride_h3w3_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 2604126736 2435640339 2361007913 144578446
|
||||
conv2d fprop_1x23x56x98_10x22_128x3x3_pad_h4w5_stride_h3w3_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 4198134089 972211497 1394525436 3504696155
|
||||
conv2d fprop_1x23x56x98_10x22_128x3x3_pad_h4w5_stride_h3w3_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 4198134089 972211497 1394525436 3698098218
|
||||
conv2d fprop_1x4x4x28_1x1_8x3x3_pad_h0w0_stride_h3w3_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 702641729 1672619248 2361007913 1369103290
|
||||
conv2d fprop_1x4x4x28_1x1_8x3x3_pad_h0w0_stride_h3w3_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 702641729 1672619248 2361007913 489904325
|
||||
conv2d fprop_1x23x56x100_10x22_128x3x3_pad_h4w5_stride_h3w3_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 4291047527 2579050400 1394525436 351315258
|
||||
conv2d fprop_1x23x56x100_10x22_128x3x3_pad_h4w5_stride_h3w3_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 4291047527 2579050400 1394525436 1597164252
|
||||
conv2d dgrad_1x1x1x8_3x3_8x1x1_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 882369639 1769029067 2361007913 2527823846
|
||||
conv2d dgrad_1x1x1x8_3x3_8x1x1_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 882369639 1769029067 2361007913 2527823846
|
||||
conv2d dgrad_1x1x8x8_3x8_8x1x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1089974555 2265452184 1363379414 300054115
|
||||
conv2d dgrad_1x1x8x8_3x8_8x1x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1089974555 2265452184 1363379414 3807580965
|
||||
conv2d dgrad_1x7x8x8_7x8_8x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 702641729 3971681487 257610791 2386732272
|
||||
conv2d dgrad_1x7x8x8_7x8_8x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 702641729 3971681487 257610791 4258410038
|
||||
conv2d dgrad_1x7x9x8_6x8_8x4x4_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1057722415 3316437378 889102087 2570634199
|
||||
conv2d dgrad_1x7x9x8_6x8_8x4x4_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1057722415 3316437378 889102087 171700712
|
||||
conv2d dgrad_2x7x9x8_5x7_8x5x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1856996643 3153681330 2728188831 2975997856
|
||||
conv2d dgrad_2x7x9x8_5x7_8x5x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1856996643 3153681330 2728188831 2889418578
|
||||
conv2d dgrad_3x7x9x8_4x7_8x6x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3890032868 2700620395 2547817029 3967064079
|
||||
conv2d dgrad_3x7x9x8_4x7_8x6x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3890032868 2700620395 2547817029 3184265450
|
||||
conv2d dgrad_3x7x9x8_4x6_8x6x6_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3787596573 3431458505 2547817029 964612107
|
||||
conv2d dgrad_3x7x9x8_4x6_8x6x6_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3787596573 3431458505 2547817029 2037559507
|
||||
conv2d dgrad_3x7x9x8_3x5_8x7x7_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3247824247 728619567 2547817029 3557273069
|
||||
conv2d dgrad_3x7x9x8_3x5_8x7x7_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3247824247 728619567 2547817029 4397155
|
||||
conv2d dgrad_1x15x19x160_15x19_224x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 74280264 889731117 1508034024 1365806907
|
||||
conv2d dgrad_1x15x19x160_15x19_224x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 74280264 889731117 1508034024 1365806907
|
||||
conv2d dgrad_1x16x16x160_17x16_224x2x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1282400930 3292777216 2278368940 8357438
|
||||
conv2d dgrad_1x16x16x160_17x16_224x2x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1282400930 3292777216 2278368940 226365504
|
||||
conv2d dgrad_1x23x21x128_23x21_224x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 4245845173 3069685598 99670743 325988631
|
||||
conv2d dgrad_1x23x21x128_23x21_224x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 4245845173 3069685598 99670743 2434233848
|
||||
conv2d dgrad_1x29x37x160_29x37_224x5x5_pad_h2w2_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 2504130563 4183087394 1801140850 1590712227
|
||||
conv2d dgrad_1x29x37x160_29x37_224x5x5_pad_h2w2_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 2504130563 4183087394 1801140850 2545352669
|
||||
conv2d dgrad_1x15x19x40_15x19_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1766181903 1127821716 1260519450 2958285630
|
||||
conv2d dgrad_1x15x19x40_15x19_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1766181903 1127821716 1260519450 3013578259
|
||||
conv2d dgrad_1x16x24x72_16x24_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 183183414 560055529 2304892275 2542844870
|
||||
conv2d dgrad_1x16x24x72_16x24_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 183183414 560055529 2304892275 2460120362
|
||||
conv2d dgrad_32x24x32x32_24x31_32x1x2_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 202999757 62170551 888583293 630899132
|
||||
conv2d dgrad_32x24x32x32_24x31_32x1x2_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 202999757 62170551 888583293 2651936157
|
||||
conv2d dgrad_4x4x5x128_3x3_256x3x6_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 64770922 2539714930 291707000 1632621462
|
||||
conv2d dgrad_4x4x5x128_3x3_256x3x6_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 64770922 2539714930 291707000 2196326316
|
||||
conv2d dgrad_4x2x3x256_1x1_328x3x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1553906912 2300049969 270479912 1418534287
|
||||
conv2d dgrad_4x2x3x256_1x1_328x3x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1553906912 2300049969 270479912 2969883907
|
||||
conv2d dgrad_1x124x224x96_229x129_24x7x7_pad_h3w3_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 4010944083 972211497 2352115326 3241394959
|
||||
conv2d dgrad_1x124x224x96_229x129_24x7x7_pad_h3w3_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 4010944083 972211497 2352115326 3084585540
|
||||
conv2d dgrad_1x233x35x48_233x35_24x7x5_pad_h3w2_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 920147836 698995736 4291786732 4085488230
|
||||
conv2d dgrad_1x233x35x48_233x35_24x7x5_pad_h3w2_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 920147836 698995736 4291786732 65254192
|
||||
conv2d dgrad_1x17x11x288_17x11_160x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha2_beta2 hnhwc_hnhwc_hnhwc_h_h 2823085435 3683140111 2381613519 4075620655
|
||||
conv2d wgrad_1x1x1x8_3x3_8x1x1_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 882369639 2469118171 1363379414 2536698895
|
||||
conv2d wgrad_1x1x1x8_3x3_8x1x1_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 882369639 2469118171 1363379414 2536698895
|
||||
conv2d wgrad_1x1x8x8_3x8_8x1x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1089974555 1769029067 2610359861 2675562568
|
||||
conv2d wgrad_1x1x8x8_3x8_8x1x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1089974555 1769029067 2610359861 931542610
|
||||
conv2d wgrad_1x7x8x8_7x8_8x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 702641729 4237122930 2293883251 3279943011
|
||||
conv2d wgrad_1x7x8x8_7x8_8x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 702641729 4237122930 2293883251 2971660764
|
||||
conv2d wgrad_1x7x9x8_6x8_8x4x4_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1057722415 4274209342 2000691267 560753121
|
||||
conv2d wgrad_1x7x9x8_6x8_8x4x4_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1057722415 4274209342 2000691267 2154075967
|
||||
conv2d wgrad_2x7x9x8_5x7_8x5x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1856996643 2435640339 4206304784 607086828
|
||||
conv2d wgrad_2x7x9x8_5x7_8x5x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1856996643 2435640339 4206304784 1740786933
|
||||
conv2d wgrad_3x7x9x8_4x7_8x6x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3890032868 3485693384 722716191 534106900
|
||||
conv2d wgrad_3x7x9x8_4x7_8x6x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3890032868 3485693384 722716191 1330324832
|
||||
conv2d wgrad_3x7x9x8_4x6_8x6x6_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3787596573 3485693384 2298261608 3272993277
|
||||
conv2d wgrad_3x7x9x8_4x6_8x6x6_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3787596573 3485693384 2298261608 809879168
|
||||
conv2d wgrad_3x7x9x8_3x5_8x7x7_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3247824247 3485693384 677398494 3545662177
|
||||
conv2d wgrad_3x7x9x8_3x5_8x7x7_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3247824247 3485693384 677398494 406656675
|
||||
conv2d wgrad_1x11x7x8_6x4_8x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1089974555 4228252800 1363379414 1916931500
|
||||
conv2d wgrad_1x11x7x8_6x4_8x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1089974555 4228252800 1363379414 1916931500
|
||||
conv2d wgrad_1x11x7x8_6x4_8x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1089974555 4228252800 2293883251 2596039814
|
||||
conv2d wgrad_1x11x7x8_6x4_8x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1089974555 4228252800 2293883251 2187291295
|
||||
conv2d wgrad_1x13x11x8_8x7_8x1x1_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 702641729 27036473 1363379414 1933529223
|
||||
conv2d wgrad_1x13x11x8_8x7_8x1x1_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 702641729 27036473 1363379414 1933529223
|
||||
conv2d wgrad_1x17x19x8_9x10_16x2x2_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 2903517501 1191123585 2874079035 3411667027
|
||||
conv2d wgrad_1x17x19x8_9x10_16x2x2_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 2903517501 1191123585 2874079035 803905560
|
||||
conv2d wgrad_1x23x5x8_12x3_16x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3787596573 598080595 1784121575 644569158
|
||||
conv2d wgrad_1x23x5x8_12x3_16x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3787596573 598080595 1784121575 2373347066
|
||||
conv2d wgrad_1x13x17x8_6x8_24x3x3_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3227777797 329714136 2976030512 1014758557
|
||||
conv2d wgrad_1x13x17x8_6x8_24x3x3_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3227777797 329714136 2976030512 3940634369
|
||||
conv2d wgrad_1x23x21x8_8x7_24x3x3_pad_h1w1_stride_h3w3_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 2301757939 1530947948 2976030512 3694497516
|
||||
conv2d wgrad_1x23x21x8_8x7_24x3x3_pad_h1w1_stride_h3w3_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 2301757939 1530947948 2976030512 835787843
|
||||
conv2d wgrad_1x20x24x8_8x10_40x3x3_pad_h3w3_stride_h3w3_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 2617901288 2993361563 1502330852 2213153149
|
||||
conv2d wgrad_1x20x24x8_8x10_40x3x3_pad_h3w3_stride_h3w3_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 2617901288 2993361563 1502330852 4284874546
|
||||
conv2d wgrad_1x15x19x160_15x19_224x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 74280264 1916026608 2010130163 369232966
|
||||
conv2d wgrad_1x15x19x160_15x19_224x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 74280264 1916026608 2010130163 369232966
|
||||
conv2d wgrad_1x19x37x160_10x19_224x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1666425148 2767428662 2279791261 4027210146
|
||||
conv2d wgrad_1x19x37x160_10x19_224x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1666425148 2767428662 2279791261 1318730126
|
||||
conv2d wgrad_1x16x16x160_17x16_224x2x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1282400930 2713937462 3240894382 506695315
|
||||
conv2d wgrad_1x16x16x160_17x16_224x2x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1282400930 2713937462 3240894382 816815166
|
||||
conv2d wgrad_1x23x21x128_23x21_224x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 4245845173 1573282079 3850186149 4106577752
|
||||
conv2d wgrad_1x23x21x128_23x21_224x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 4245845173 1573282079 3850186149 355691834
|
||||
conv2d wgrad_1x29x37x160_29x37_224x5x5_pad_h2w2_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 2504130563 4047167459 2936630712 348206756
|
||||
conv2d wgrad_1x29x37x160_29x37_224x5x5_pad_h2w2_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 2504130563 4047167459 2936630712 2784859021
|
||||
conv2d wgrad_1x15x19x40_15x19_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1766181903 4273504437 787340207 1859862221
|
||||
conv2d wgrad_1x15x19x40_15x19_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1766181903 4273504437 787340207 3725886099
|
||||
conv2d wgrad_1x16x24x72_16x24_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 183183414 3105456251 3826106137 974970753
|
||||
conv2d wgrad_1x16x24x72_16x24_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 183183414 3105456251 3826106137 3416657232
|
||||
conv2d wgrad_1x13x16x288_7x8_160x5x5_pad_h2w2_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3483168388 424125191 908150856 1561140377
|
||||
conv2d wgrad_1x13x16x288_7x8_160x5x5_pad_h2w2_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3483168388 424125191 908150856 188844017
|
||||
conv2d wgrad_1x55x51x256_28x26_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 556825749 1391936148 2475632360 2800518880
|
||||
conv2d wgrad_1x55x51x256_28x26_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 556825749 1391936148 2475632360 2800518880
|
||||
conv2d wgrad_1x71x80x32_36x40_64x5x5_pad_h2w2_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3638123775 1173557136 2296711591 633157930
|
||||
conv2d wgrad_1x71x80x32_36x40_64x5x5_pad_h2w2_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3638123775 1173557136 2296711591 2368475048
|
||||
conv2d wgrad_1x224x224x8_112x112_64x7x7_pad_h3w3_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 649525056 3855280460 3101885145 2961254635
|
||||
conv2d wgrad_1x224x224x8_112x112_64x7x7_pad_h3w3_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 649525056 3855280460 3101885145 3741625104
|
||||
conv2d wgrad_1x27x23x256_9x7_512x3x3_pad_h0w0_stride_h3w3_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 2173736421 3547027896 2104091502 3064810292
|
||||
conv2d wgrad_1x27x23x256_9x7_512x3x3_pad_h0w0_stride_h3w3_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 2173736421 3547027896 2104091502 3713272088
|
||||
conv2d wgrad_1x27x31x256_12x11_512x3x3_pad_h5w7_stride_h3w4_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 2709957180 1282487297 2104091502 744834192
|
||||
conv2d wgrad_1x27x31x256_12x11_512x3x3_pad_h5w7_stride_h3w4_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 2709957180 1282487297 2104091502 904876309
|
||||
conv2d wgrad_1x27x35x256_15x9_512x7x5_pad_h11w7_stride_h3w5_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3651249563 4031283235 1508206782 2694170352
|
||||
conv2d wgrad_1x27x35x256_15x9_512x7x5_pad_h11w7_stride_h3w5_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3651249563 4031283235 1508206782 3908734231
|
||||
conv2d wgrad_1x27x27x256_27x14_512x3x3_pad_h1w1_stride_h1w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3355104310 3659562123 2104091502 2337157193
|
||||
conv2d wgrad_1x27x27x256_27x14_512x3x3_pad_h1w1_stride_h1w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3355104310 3659562123 2104091502 2313638308
|
||||
conv2d wgrad_1x27x27x256_14x27_512x3x3_pad_h1w1_stride_h2w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3355104310 3659562123 2104091502 3685548808
|
||||
conv2d wgrad_1x27x27x256_14x27_512x3x3_pad_h1w1_stride_h2w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 3355104310 3659562123 2104091502 2598517610
|
||||
conv2d wgrad_3x28x28x256_14x14_256x2x2_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 2990284284 1468341695 784812405 1657604983
|
||||
conv2d wgrad_3x28x28x256_14x14_256x2x2_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 2990284284 1468341695 784812405 1091864392
|
||||
conv2d wgrad_1x32x32x16_6x16_32x3x3_pad_h1w1_stride_h6w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 777450620 1302452628 2792629935 1858657589
|
||||
conv2d wgrad_1x32x32x16_6x16_32x3x3_pad_h1w1_stride_h6w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 777450620 1302452628 2792629935 17882029
|
||||
conv2d wgrad_32x24x32x32_24x31_32x1x2_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 202999757 1750335029 2181422926 4235795050
|
||||
conv2d wgrad_32x24x32x32_24x31_32x1x2_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 202999757 1750335029 2181422926 4023494188
|
||||
conv2d wgrad_4x4x5x128_3x3_256x3x6_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 64770922 821682484 2518007336 481779259
|
||||
conv2d wgrad_4x4x5x128_3x3_256x3x6_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 64770922 821682484 2518007336 973321278
|
||||
conv2d wgrad_4x2x3x256_1x1_328x3x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1553906912 3381440542 537676326 3225233411
|
||||
conv2d wgrad_4x2x3x256_1x1_328x3x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 1553906912 3381440542 537676326 1804899744
|
||||
conv2d wgrad_1x124x224x96_229x129_24x7x7_pad_h3w3_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 4010944083 3959973438 1089446814 942114500
|
||||
conv2d wgrad_1x124x224x96_229x129_24x7x7_pad_h3w3_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 4010944083 3959973438 1089446814 3331001854
|
||||
conv2d wgrad_1x233x35x48_233x35_24x7x5_pad_h3w2_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 920147836 2098470176 1991739118 2991567146
|
||||
conv2d wgrad_1x233x35x48_233x35_24x7x5_pad_h3w2_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_h_h 920147836 2098470176 1991739118 244560469
|
||||
conv2d wgrad_1x17x11x288_17x11_160x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha2_beta2 hnhwc_hnhwc_hnhwc_h_h 2823085435 2750615938 1907430051 3805642950
|
||||
@ -0,0 +1,197 @@
|
||||
conv2d fprop_1x1x1x8_3x3_8x1x1_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 542905940 1152388039 486967919 3706990238
|
||||
conv2d fprop_1x1x1x8_3x3_8x1x1_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 542905940 1152388039 486967919 3706990238
|
||||
conv2d fprop_1x1x8x8_3x8_8x1x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1585175937 2411745115 1919973277 506127908
|
||||
conv2d fprop_1x1x8x8_3x8_8x1x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1585175937 2411745115 1919973277 2193864160
|
||||
conv2d fprop_1x7x8x8_7x8_8x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2793112873 4021016722 1911021900 3872812830
|
||||
conv2d fprop_1x7x8x8_7x8_8x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2793112873 4021016722 1911021900 2445012180
|
||||
conv2d fprop_1x7x9x8_6x8_8x4x4_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3892602751 3987447721 2963892063 3556328678
|
||||
conv2d fprop_1x7x9x8_6x8_8x4x4_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3892602751 3987447721 2963892063 2088376980
|
||||
conv2d fprop_2x7x9x8_5x7_8x5x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1647798936 1986983586 3862463878 498933688
|
||||
conv2d fprop_2x7x9x8_5x7_8x5x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1647798936 1986983586 3862463878 2581533408
|
||||
conv2d fprop_3x7x9x8_4x7_8x6x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 664571366 3844983048 373331791 3515334098
|
||||
conv2d fprop_3x7x9x8_4x7_8x6x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 664571366 3844983048 373331791 2566159340
|
||||
conv2d fprop_3x7x9x8_4x6_8x6x6_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 664571366 741820436 2695215306 4235633178
|
||||
conv2d fprop_3x7x9x8_4x6_8x6x6_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 664571366 741820436 2695215306 815310604
|
||||
conv2d fprop_3x7x9x8_3x5_8x7x7_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 664571366 2188679282 2132201986 1043483661
|
||||
conv2d fprop_3x7x9x8_3x5_8x7x7_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 664571366 2188679282 2132201986 2172013863
|
||||
conv2d fprop_1x11x7x8_6x4_8x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3376807219 1152388039 1919973277 1836150764
|
||||
conv2d fprop_1x11x7x8_6x4_8x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3376807219 1152388039 1919973277 1836150764
|
||||
conv2d fprop_1x11x7x8_6x4_8x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3376807219 4021016722 1919973277 3537245111
|
||||
conv2d fprop_1x11x7x8_6x4_8x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3376807219 4021016722 1919973277 1166347001
|
||||
conv2d fprop_1x13x11x8_8x7_8x1x1_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3708184432 1152388039 1911021900 4188669650
|
||||
conv2d fprop_1x13x11x8_8x7_8x1x1_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3708184432 1152388039 1911021900 4188669650
|
||||
conv2d fprop_1x17x19x8_9x10_16x2x2_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3793481427 2784674253 5067603 3709403009
|
||||
conv2d fprop_1x17x19x8_9x10_16x2x2_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3793481427 2784674253 5067603 3666537740
|
||||
conv2d fprop_1x23x5x8_12x3_16x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 724504571 866495443 2695215306 2273666993
|
||||
conv2d fprop_1x23x5x8_12x3_16x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 724504571 866495443 2695215306 3277012289
|
||||
conv2d fprop_1x13x17x8_6x8_24x3x3_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3696992523 2499748007 2381193183 4256475381
|
||||
conv2d fprop_1x13x17x8_6x8_24x3x3_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3696992523 2499748007 2381193183 868016148
|
||||
conv2d fprop_1x23x21x8_8x7_24x3x3_pad_h1w1_stride_h3w3_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3999848747 2499748007 1038140209 3720347250
|
||||
conv2d fprop_1x23x21x8_8x7_24x3x3_pad_h1w1_stride_h3w3_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3999848747 2499748007 1038140209 3079806253
|
||||
conv2d fprop_1x20x24x8_8x10_40x3x3_pad_h3w3_stride_h3w3_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1193090006 2131084833 720746870 1441382904
|
||||
conv2d fprop_1x20x24x8_8x10_40x3x3_pad_h3w3_stride_h3w3_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1193090006 2131084833 720746870 2400159337
|
||||
conv2d fprop_1x15x19x160_15x19_224x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3123356211 67170595 2290618404 1832291434
|
||||
conv2d fprop_1x15x19x160_15x19_224x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3123356211 67170595 2290618404 1832291434
|
||||
conv2d fprop_1x19x37x160_10x19_224x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 374093114 3867270480 2959096809 3957922181
|
||||
conv2d fprop_1x19x37x160_10x19_224x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 374093114 3867270480 2959096809 855145836
|
||||
conv2d fprop_1x16x16x160_17x16_224x2x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3983093985 3903005020 613201518 1067564721
|
||||
conv2d fprop_1x16x16x160_17x16_224x2x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3983093985 3903005020 613201518 3116342099
|
||||
conv2d fprop_1x23x21x128_23x21_224x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3167361585 764195688 167104692 3451521719
|
||||
conv2d fprop_1x23x21x128_23x21_224x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3167361585 764195688 167104692 2267030515
|
||||
conv2d fprop_1x29x37x160_29x37_224x5x5_pad_h2w2_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2514717945 2683853778 2557576548 3978291544
|
||||
conv2d fprop_1x29x37x160_29x37_224x5x5_pad_h2w2_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2514717945 2683853778 2557576548 2608287914
|
||||
conv2d fprop_1x15x19x40_15x19_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1072544153 768805504 1993107524 2984226313
|
||||
conv2d fprop_1x15x19x40_15x19_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1072544153 768805504 1993107524 3008259681
|
||||
conv2d fprop_1x16x24x72_16x24_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3875284691 1195875134 1041989393 1900995663
|
||||
conv2d fprop_1x16x24x72_16x24_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3875284691 1195875134 1041989393 392783151
|
||||
conv2d fprop_1x13x16x288_7x8_160x5x5_pad_h2w2_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3179965682 1961598694 1222599802 2151043714
|
||||
conv2d fprop_1x13x16x288_7x8_160x5x5_pad_h2w2_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3179965682 1961598694 1222599802 1013916354
|
||||
conv2d fprop_1x55x51x256_28x26_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2615784276 3832095556 1454859747 958765281
|
||||
conv2d fprop_1x55x51x256_28x26_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2615784276 3832095556 1454859747 958765281
|
||||
conv2d fprop_1x71x80x32_36x40_64x5x5_pad_h2w2_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 674692187 808380753 1933240382 879488563
|
||||
conv2d fprop_1x71x80x32_36x40_64x5x5_pad_h2w2_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 674692187 808380753 1933240382 1399508988
|
||||
conv2d fprop_1x224x224x8_112x112_64x7x7_pad_h3w3_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 961566038 2529610490 1966904362 1818870269
|
||||
conv2d fprop_1x224x224x8_112x112_64x7x7_pad_h3w3_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 961566038 2529610490 1966904362 2484388308
|
||||
conv2d fprop_1x27x23x256_9x7_512x3x3_pad_h0w0_stride_h3w3_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3562503578 4021646304 3426919182 4130346493
|
||||
conv2d fprop_1x27x23x256_9x7_512x3x3_pad_h0w0_stride_h3w3_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3562503578 4021646304 3426919182 3486420438
|
||||
conv2d fprop_1x27x31x256_12x11_512x3x3_pad_h5w7_stride_h3w4_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1144321310 4021646304 4185476157 964986272
|
||||
conv2d fprop_1x27x31x256_12x11_512x3x3_pad_h5w7_stride_h3w4_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1144321310 4021646304 4185476157 1800819557
|
||||
conv2d fprop_1x27x35x256_15x9_512x7x5_pad_h11w7_stride_h3w5_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3153402236 2244058322 623381239 4197612113
|
||||
conv2d fprop_1x27x35x256_15x9_512x7x5_pad_h11w7_stride_h3w5_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3153402236 2244058322 623381239 2816226027
|
||||
conv2d fprop_1x27x27x256_27x14_512x3x3_pad_h1w1_stride_h1w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3356996599 4021646304 748585111 438913488
|
||||
conv2d fprop_1x27x27x256_27x14_512x3x3_pad_h1w1_stride_h1w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3356996599 4021646304 748585111 2812015344
|
||||
conv2d fprop_1x27x27x256_14x27_512x3x3_pad_h1w1_stride_h2w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3356996599 4021646304 748585111 307241203
|
||||
conv2d fprop_1x27x27x256_14x27_512x3x3_pad_h1w1_stride_h2w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3356996599 4021646304 748585111 3413043496
|
||||
conv2d fprop_3x28x28x256_14x14_256x2x2_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 4047780986 3796154296 3933470176 2042558105
|
||||
conv2d fprop_3x28x28x256_14x14_256x2x2_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 4047780986 3796154296 3933470176 2082898655
|
||||
conv2d fprop_1x32x32x16_6x16_32x3x3_pad_h1w1_stride_h6w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 4196208609 640419443 3879567407 3126196765
|
||||
conv2d fprop_1x32x32x16_6x16_32x3x3_pad_h1w1_stride_h6w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 4196208609 640419443 3879567407 370340580
|
||||
conv2d fprop_32x24x32x32_24x31_32x1x2_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1494714374 785253250 1954437668 16145912
|
||||
conv2d fprop_32x24x32x32_24x31_32x1x2_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1494714374 785253250 1954437668 352471766
|
||||
conv2d fprop_4x4x5x128_3x3_256x3x6_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 4104811786 417350231 2268084635 3829320356
|
||||
conv2d fprop_4x4x5x128_3x3_256x3x6_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 4104811786 417350231 2268084635 3317921115
|
||||
conv2d fprop_4x2x3x256_1x1_328x3x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3747780903 2173099720 1217977439 3831700802
|
||||
conv2d fprop_4x2x3x256_1x1_328x3x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3747780903 2173099720 1217977439 2066501805
|
||||
conv2d fprop_1x124x224x96_229x129_24x7x7_pad_h3w3_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2475183841 2416021807 90427526 3879607464
|
||||
conv2d fprop_1x124x224x96_229x129_24x7x7_pad_h3w3_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2475183841 2416021807 90427526 3914420497
|
||||
conv2d fprop_1x233x35x48_233x35_24x7x5_pad_h3w2_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 835429033 3252222904 934864596 2610068735
|
||||
conv2d fprop_1x233x35x48_233x35_24x7x5_pad_h3w2_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 835429033 3252222904 934864596 4160630405
|
||||
conv2d fprop_1x17x11x288_17x11_160x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha2_beta2 hnhwc_hnhwc_fnhwc_f_f 83915378 2330495260 722450442 220865236
|
||||
conv2d dgrad_1x1x1x8_3x3_8x1x1_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 558763846 1152388039 1036082506 2004021933
|
||||
conv2d dgrad_1x1x1x8_3x3_8x1x1_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 558763846 1152388039 1036082506 2004021933
|
||||
conv2d dgrad_1x1x8x8_3x8_8x1x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2125023038 2411745115 1585402383 692064357
|
||||
conv2d dgrad_1x1x8x8_3x8_8x1x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2125023038 2411745115 1585402383 3191762167
|
||||
conv2d dgrad_1x7x8x8_7x8_8x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2793112873 4021016722 1911021900 2493803192
|
||||
conv2d dgrad_1x7x8x8_7x8_8x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2793112873 4021016722 1911021900 2915688271
|
||||
conv2d dgrad_1x7x9x8_6x8_8x4x4_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 390767101 3987447721 311726682 356690874
|
||||
conv2d dgrad_1x7x9x8_6x8_8x4x4_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 390767101 3987447721 311726682 3600277581
|
||||
conv2d dgrad_2x7x9x8_5x7_8x5x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2346452629 1986983586 1898068767 1480022038
|
||||
conv2d dgrad_2x7x9x8_5x7_8x5x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2346452629 1986983586 1898068767 1482170634
|
||||
conv2d dgrad_3x7x9x8_4x7_8x6x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 695385844 3844983048 3628298618 1684782062
|
||||
conv2d dgrad_3x7x9x8_4x7_8x6x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 695385844 3844983048 3628298618 1312771437
|
||||
conv2d dgrad_3x7x9x8_4x6_8x6x6_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 118714643 741820436 3628298618 3927854537
|
||||
conv2d dgrad_3x7x9x8_4x6_8x6x6_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 118714643 741820436 3628298618 3753859236
|
||||
conv2d dgrad_3x7x9x8_3x5_8x7x7_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2078642274 2188679282 3628298618 331956491
|
||||
conv2d dgrad_3x7x9x8_3x5_8x7x7_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2078642274 2188679282 3628298618 3514953364
|
||||
conv2d dgrad_1x15x19x160_15x19_224x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1371340519 67170595 1307969125 1500995359
|
||||
conv2d dgrad_1x15x19x160_15x19_224x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1371340519 67170595 1307969125 1500995359
|
||||
conv2d dgrad_1x16x16x160_17x16_224x2x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2815270590 3903005020 1541598000 4224357357
|
||||
conv2d dgrad_1x16x16x160_17x16_224x2x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2815270590 3903005020 1541598000 1962390570
|
||||
conv2d dgrad_1x23x21x128_23x21_224x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2371881721 764195688 2813830197 3377586111
|
||||
conv2d dgrad_1x23x21x128_23x21_224x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2371881721 764195688 2813830197 1315372741
|
||||
conv2d dgrad_1x29x37x160_29x37_224x5x5_pad_h2w2_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2314925659 2683853778 2983167436 324191835
|
||||
conv2d dgrad_1x29x37x160_29x37_224x5x5_pad_h2w2_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2314925659 2683853778 2983167436 1085373547
|
||||
conv2d dgrad_1x15x19x40_15x19_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1327011661 768805504 3823519277 1916712483
|
||||
conv2d dgrad_1x15x19x40_15x19_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1327011661 768805504 3823519277 1584393587
|
||||
conv2d dgrad_1x16x24x72_16x24_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2223985070 1195875134 2636428043 1173364286
|
||||
conv2d dgrad_1x16x24x72_16x24_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2223985070 1195875134 2636428043 4109782860
|
||||
conv2d dgrad_32x24x32x32_24x31_32x1x2_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2519843766 785253250 2351024902 3316943078
|
||||
conv2d dgrad_32x24x32x32_24x31_32x1x2_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2519843766 785253250 2351024902 1065622134
|
||||
conv2d dgrad_4x4x5x128_3x3_256x3x6_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 4232110637 417350231 2574042419 294608043
|
||||
conv2d dgrad_4x4x5x128_3x3_256x3x6_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 4232110637 417350231 2574042419 491435109
|
||||
conv2d dgrad_4x2x3x256_1x1_328x3x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3630316758 2173099720 3438778114 3788164138
|
||||
conv2d dgrad_4x2x3x256_1x1_328x3x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3630316758 2173099720 3438778114 2104210385
|
||||
conv2d dgrad_1x124x224x96_229x129_24x7x7_pad_h3w3_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 866609547 2416021807 2145192778 2640510765
|
||||
conv2d dgrad_1x124x224x96_229x129_24x7x7_pad_h3w3_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 866609547 2416021807 2145192778 2748647248
|
||||
conv2d dgrad_1x233x35x48_233x35_24x7x5_pad_h3w2_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2538496988 3252222904 535024815 169162784
|
||||
conv2d dgrad_1x233x35x48_233x35_24x7x5_pad_h3w2_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2538496988 3252222904 535024815 3841086721
|
||||
conv2d dgrad_1x17x11x288_17x11_160x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha2_beta2 hnhwc_hnhwc_fnhwc_f_f 2329920945 2330495260 1682007569 215965178
|
||||
conv2d wgrad_1x1x1x8_3x3_8x1x1_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 558763846 3282100285 1585402383 820104967
|
||||
conv2d wgrad_1x1x1x8_3x3_8x1x1_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 558763846 3282100285 1585402383 820104967
|
||||
conv2d wgrad_1x1x8x8_3x8_8x1x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2125023038 1152388039 1919973277 4103626856
|
||||
conv2d wgrad_1x1x8x8_3x8_8x1x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2125023038 1152388039 1919973277 4164492975
|
||||
conv2d wgrad_1x7x8x8_7x8_8x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2793112873 2527774459 2695215306 1519678771
|
||||
conv2d wgrad_1x7x8x8_7x8_8x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2793112873 2527774459 2695215306 4056436284
|
||||
conv2d wgrad_1x7x9x8_6x8_8x4x4_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 390767101 3488761154 1737428004 2359527095
|
||||
conv2d wgrad_1x7x9x8_6x8_8x4x4_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 390767101 3488761154 1737428004 2240340004
|
||||
conv2d wgrad_2x7x9x8_5x7_8x5x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2346452629 2242491745 475190714 3363555017
|
||||
conv2d wgrad_2x7x9x8_5x7_8x5x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2346452629 2242491745 475190714 2240937477
|
||||
conv2d wgrad_3x7x9x8_4x7_8x6x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 695385844 1231166805 3030543492 1587793687
|
||||
conv2d wgrad_3x7x9x8_4x7_8x6x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 695385844 1231166805 3030543492 4129044530
|
||||
conv2d wgrad_3x7x9x8_4x6_8x6x6_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 118714643 1231166805 3002932066 1436246794
|
||||
conv2d wgrad_3x7x9x8_4x6_8x6x6_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 118714643 1231166805 3002932066 2860692730
|
||||
conv2d wgrad_3x7x9x8_3x5_8x7x7_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2078642274 1231166805 2704246666 3831504826
|
||||
conv2d wgrad_3x7x9x8_3x5_8x7x7_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2078642274 1231166805 2704246666 932276705
|
||||
conv2d wgrad_1x11x7x8_6x4_8x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2125023038 3952246738 1585402383 584217576
|
||||
conv2d wgrad_1x11x7x8_6x4_8x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2125023038 3952246738 1585402383 584217576
|
||||
conv2d wgrad_1x11x7x8_6x4_8x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2125023038 3952246738 2695215306 644274899
|
||||
conv2d wgrad_1x11x7x8_6x4_8x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2125023038 3952246738 2695215306 2070383610
|
||||
conv2d wgrad_1x13x11x8_8x7_8x1x1_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2793112873 3269716347 1585402383 2091838742
|
||||
conv2d wgrad_1x13x11x8_8x7_8x1x1_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2793112873 3269716347 1585402383 2091838742
|
||||
conv2d wgrad_1x17x19x8_9x10_16x2x2_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 624119942 2208297031 3036494114 1391639360
|
||||
conv2d wgrad_1x17x19x8_9x10_16x2x2_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 624119942 2208297031 3036494114 2853291206
|
||||
conv2d wgrad_1x23x5x8_12x3_16x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 118714643 3638907161 2381193183 4076043307
|
||||
conv2d wgrad_1x23x5x8_12x3_16x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 118714643 3638907161 2381193183 162466399
|
||||
conv2d wgrad_1x13x17x8_6x8_24x3x3_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3912955093 1748311260 3097125139 1760368998
|
||||
conv2d wgrad_1x13x17x8_6x8_24x3x3_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3912955093 1748311260 3097125139 370487040
|
||||
conv2d wgrad_1x23x21x8_8x7_24x3x3_pad_h1w1_stride_h3w3_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2380180646 950177617 3097125139 2441672462
|
||||
conv2d wgrad_1x23x21x8_8x7_24x3x3_pad_h1w1_stride_h3w3_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2380180646 950177617 3097125139 4093130692
|
||||
conv2d wgrad_1x20x24x8_8x10_40x3x3_pad_h3w3_stride_h3w3_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 4197955097 3223936144 3268227320 3407045986
|
||||
conv2d wgrad_1x20x24x8_8x10_40x3x3_pad_h3w3_stride_h3w3_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 4197955097 3223936144 3268227320 3327506975
|
||||
conv2d wgrad_1x15x19x160_15x19_224x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1371340519 2413111238 4020828414 3782469663
|
||||
conv2d wgrad_1x15x19x160_15x19_224x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1371340519 2413111238 4020828414 3782469663
|
||||
conv2d wgrad_1x19x37x160_10x19_224x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 4064585156 1849062825 2621782130 1997835815
|
||||
conv2d wgrad_1x19x37x160_10x19_224x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 4064585156 1849062825 2621782130 2176605786
|
||||
conv2d wgrad_1x16x16x160_17x16_224x2x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2815270590 1028019427 3062073018 1532225578
|
||||
conv2d wgrad_1x16x16x160_17x16_224x2x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2815270590 1028019427 3062073018 3175924537
|
||||
conv2d wgrad_1x23x21x128_23x21_224x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2371881721 665408258 4119019906 3070068838
|
||||
conv2d wgrad_1x23x21x128_23x21_224x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2371881721 665408258 4119019906 4095170522
|
||||
conv2d wgrad_1x29x37x160_29x37_224x5x5_pad_h2w2_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2314925659 1329921014 2730633195 1859011130
|
||||
conv2d wgrad_1x29x37x160_29x37_224x5x5_pad_h2w2_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2314925659 1329921014 2730633195 1829382848
|
||||
conv2d wgrad_1x15x19x40_15x19_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1327011661 654394569 180842421 456267566
|
||||
conv2d wgrad_1x15x19x40_15x19_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1327011661 654394569 180842421 4065629708
|
||||
conv2d wgrad_1x16x24x72_16x24_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2223985070 792561864 3949436648 2346117136
|
||||
conv2d wgrad_1x16x24x72_16x24_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2223985070 792561864 3949436648 3375703263
|
||||
conv2d wgrad_1x13x16x288_7x8_160x5x5_pad_h2w2_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1663038387 2182213461 3596813277 2680766255
|
||||
conv2d wgrad_1x13x16x288_7x8_160x5x5_pad_h2w2_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1663038387 2182213461 3596813277 819444109
|
||||
conv2d wgrad_1x55x51x256_28x26_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2518156720 4284293314 3730143675 2330242371
|
||||
conv2d wgrad_1x55x51x256_28x26_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2518156720 4284293314 3730143675 2330242371
|
||||
conv2d wgrad_1x71x80x32_36x40_64x5x5_pad_h2w2_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1153452126 1488124595 3162712336 2186928678
|
||||
conv2d wgrad_1x71x80x32_36x40_64x5x5_pad_h2w2_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1153452126 1488124595 3162712336 4038147074
|
||||
conv2d wgrad_1x224x224x8_112x112_64x7x7_pad_h3w3_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3557673531 1324698024 1813717058 1491574211
|
||||
conv2d wgrad_1x224x224x8_112x112_64x7x7_pad_h3w3_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3557673531 1324698024 1813717058 664642450
|
||||
conv2d wgrad_1x27x23x256_9x7_512x3x3_pad_h0w0_stride_h3w3_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3373735934 1617738198 2081693980 1691976762
|
||||
conv2d wgrad_1x27x23x256_9x7_512x3x3_pad_h0w0_stride_h3w3_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3373735934 1617738198 2081693980 1352928468
|
||||
conv2d wgrad_1x27x31x256_12x11_512x3x3_pad_h5w7_stride_h3w4_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1883441731 169231440 2081693980 4154079864
|
||||
conv2d wgrad_1x27x31x256_12x11_512x3x3_pad_h5w7_stride_h3w4_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1883441731 169231440 2081693980 49240552
|
||||
conv2d wgrad_1x27x35x256_15x9_512x7x5_pad_h11w7_stride_h3w5_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2212544074 1111691860 1000406280 1708014479
|
||||
conv2d wgrad_1x27x35x256_15x9_512x7x5_pad_h11w7_stride_h3w5_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2212544074 1111691860 1000406280 2976393539
|
||||
conv2d wgrad_1x27x27x256_27x14_512x3x3_pad_h1w1_stride_h1w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 841696772 3782006390 2081693980 141423768
|
||||
conv2d wgrad_1x27x27x256_27x14_512x3x3_pad_h1w1_stride_h1w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 841696772 3782006390 2081693980 1807012226
|
||||
conv2d wgrad_1x27x27x256_14x27_512x3x3_pad_h1w1_stride_h2w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 841696772 3782006390 2081693980 4065587708
|
||||
conv2d wgrad_1x27x27x256_14x27_512x3x3_pad_h1w1_stride_h2w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 841696772 3782006390 2081693980 3621154478
|
||||
conv2d wgrad_3x28x28x256_14x14_256x2x2_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3869576724 4018387624 2099843274 3166971951
|
||||
conv2d wgrad_3x28x28x256_14x14_256x2x2_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3869576724 4018387624 2099843274 710495809
|
||||
conv2d wgrad_1x32x32x16_6x16_32x3x3_pad_h1w1_stride_h6w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2106265431 1007447386 3357056235 3446932548
|
||||
conv2d wgrad_1x32x32x16_6x16_32x3x3_pad_h1w1_stride_h6w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2106265431 1007447386 3357056235 344178277
|
||||
conv2d wgrad_32x24x32x32_24x31_32x1x2_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2519843766 4040055257 852881505 1633246355
|
||||
conv2d wgrad_32x24x32x32_24x31_32x1x2_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2519843766 4040055257 852881505 778858244
|
||||
conv2d wgrad_4x4x5x128_3x3_256x3x6_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 4232110637 428926092 1217669626 1090782686
|
||||
conv2d wgrad_4x4x5x128_3x3_256x3x6_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 4232110637 428926092 1217669626 1523455590
|
||||
conv2d wgrad_4x2x3x256_1x1_328x3x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3630316758 1787889194 2989357662 3134613422
|
||||
conv2d wgrad_4x2x3x256_1x1_328x3x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3630316758 1787889194 2989357662 1158845444
|
||||
conv2d wgrad_1x124x224x96_229x129_24x7x7_pad_h3w3_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 866609547 857847029 3333097025 3239572160
|
||||
conv2d wgrad_1x124x224x96_229x129_24x7x7_pad_h3w3_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 866609547 857847029 3333097025 2436320376
|
||||
conv2d wgrad_1x233x35x48_233x35_24x7x5_pad_h3w2_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2538496988 3294874067 3443985888 4083335585
|
||||
conv2d wgrad_1x233x35x48_233x35_24x7x5_pad_h3w2_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2538496988 3294874067 3443985888 3302917564
|
||||
conv2d wgrad_1x17x11x288_17x11_160x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha2_beta2 hnhwc_hnhwc_fnhwc_f_f 2329920945 531242570 422976060 2227466455
|
||||
@ -0,0 +1,472 @@
|
||||
conv2d fprop_1x1x1x8_3x3_8x1x1_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 542905940 1152388039 486967919 3706990238
|
||||
conv2d fprop_1x1x1x8_3x3_8x1x1_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 542905940 1152388039 486967919 3706990238
|
||||
conv2d fprop_1x1x8x8_3x8_8x1x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1585175937 2411745115 1919973277 506127908
|
||||
conv2d fprop_1x1x8x8_3x8_8x1x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1585175937 2411745115 1919973277 2193864160
|
||||
conv2d fprop_1x7x8x8_7x8_8x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2793112873 4021016722 1911021900 3872812830
|
||||
conv2d fprop_1x7x8x8_7x8_8x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2793112873 4021016722 1911021900 2445012180
|
||||
conv2d fprop_1x7x9x8_6x8_8x4x4_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3892602751 3987447721 2963892063 3556328678
|
||||
conv2d fprop_1x7x9x8_6x8_8x4x4_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3892602751 3987447721 2963892063 2088376980
|
||||
conv2d fprop_2x7x9x8_5x7_8x5x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1647798936 1986983586 3862463878 498933688
|
||||
conv2d fprop_2x7x9x8_5x7_8x5x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1647798936 1986983586 3862463878 2581533408
|
||||
conv2d fprop_3x7x9x8_4x7_8x6x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 664571366 3844983048 373331791 3515334098
|
||||
conv2d fprop_3x7x9x8_4x7_8x6x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 664571366 3844983048 373331791 2566159340
|
||||
conv2d fprop_3x7x9x8_4x6_8x6x6_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 664571366 741820436 2695215306 4235633178
|
||||
conv2d fprop_3x7x9x8_4x6_8x6x6_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 664571366 741820436 2695215306 815310604
|
||||
conv2d fprop_3x7x9x8_3x5_8x7x7_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 664571366 2188679282 2132201986 1043483661
|
||||
conv2d fprop_3x7x9x8_3x5_8x7x7_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 664571366 2188679282 2132201986 2172013863
|
||||
conv2d fprop_1x11x7x8_6x4_8x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3376807219 1152388039 1919973277 1836150764
|
||||
conv2d fprop_1x11x7x8_6x4_8x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3376807219 1152388039 1919973277 1836150764
|
||||
conv2d fprop_1x11x7x8_6x4_8x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3376807219 4021016722 1919973277 3537245111
|
||||
conv2d fprop_1x11x7x8_6x4_8x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3376807219 4021016722 1919973277 1166347001
|
||||
conv2d fprop_1x13x11x8_8x7_8x1x1_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3708184432 1152388039 1911021900 4188669650
|
||||
conv2d fprop_1x13x11x8_8x7_8x1x1_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3708184432 1152388039 1911021900 4188669650
|
||||
conv2d fprop_1x17x19x8_9x10_16x2x2_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3793481427 2784674253 5067603 3709403009
|
||||
conv2d fprop_1x17x19x8_9x10_16x2x2_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3793481427 2784674253 5067603 3666537740
|
||||
conv2d fprop_1x23x5x8_12x3_16x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 724504571 866495443 2695215306 2273666993
|
||||
conv2d fprop_1x23x5x8_12x3_16x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 724504571 866495443 2695215306 3277012289
|
||||
conv2d fprop_1x13x17x8_6x8_24x3x3_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3696992523 2499748007 2381193183 4256475381
|
||||
conv2d fprop_1x13x17x8_6x8_24x3x3_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3696992523 2499748007 2381193183 868016148
|
||||
conv2d fprop_1x23x21x8_8x7_24x3x3_pad_h1w1_stride_h3w3_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3999848747 2499748007 1038140209 3720347250
|
||||
conv2d fprop_1x23x21x8_8x7_24x3x3_pad_h1w1_stride_h3w3_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3999848747 2499748007 1038140209 3079806253
|
||||
conv2d fprop_1x20x24x8_8x10_40x3x3_pad_h3w3_stride_h3w3_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1193090006 2131084833 720746870 1441382904
|
||||
conv2d fprop_1x20x24x8_8x10_40x3x3_pad_h3w3_stride_h3w3_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1193090006 2131084833 720746870 2400159337
|
||||
conv2d fprop_1x15x19x160_15x19_224x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3123356211 67170595 2290618404 1832291434
|
||||
conv2d fprop_1x15x19x160_15x19_224x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3123356211 67170595 2290618404 1832291434
|
||||
conv2d fprop_1x19x37x160_10x19_224x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 374093114 3867270480 2959096809 3957922181
|
||||
conv2d fprop_1x19x37x160_10x19_224x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 374093114 3867270480 2959096809 855145836
|
||||
conv2d fprop_1x16x16x160_17x16_224x2x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3983093985 3903005020 613201518 1067564721
|
||||
conv2d fprop_1x16x16x160_17x16_224x2x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3983093985 3903005020 613201518 3116342099
|
||||
conv2d fprop_1x23x21x128_23x21_224x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3167361585 764195688 167104692 3451521719
|
||||
conv2d fprop_1x23x21x128_23x21_224x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3167361585 764195688 167104692 2267030515
|
||||
conv2d fprop_1x29x37x160_29x37_224x5x5_pad_h2w2_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2514717945 2683853778 2557576548 3978291544
|
||||
conv2d fprop_1x29x37x160_29x37_224x5x5_pad_h2w2_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2514717945 2683853778 2557576548 2608287914
|
||||
conv2d fprop_1x15x19x40_15x19_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1072544153 768805504 1993107524 2984226313
|
||||
conv2d fprop_1x15x19x40_15x19_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1072544153 768805504 1993107524 3008259681
|
||||
conv2d fprop_1x16x24x72_16x24_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3875284691 1195875134 1041989393 1900995663
|
||||
conv2d fprop_1x16x24x72_16x24_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3875284691 1195875134 1041989393 392783151
|
||||
conv2d fprop_1x13x16x288_7x8_160x5x5_pad_h2w2_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3179965682 1961598694 1222599802 2151043714
|
||||
conv2d fprop_1x13x16x288_7x8_160x5x5_pad_h2w2_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3179965682 1961598694 1222599802 1013916354
|
||||
conv2d fprop_1x55x51x256_28x26_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2615784276 3832095556 1454859747 958765281
|
||||
conv2d fprop_1x55x51x256_28x26_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2615784276 3832095556 1454859747 958765281
|
||||
conv2d fprop_1x71x80x32_36x40_64x5x5_pad_h2w2_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 674692187 808380753 1933240382 879488563
|
||||
conv2d fprop_1x71x80x32_36x40_64x5x5_pad_h2w2_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 674692187 808380753 1933240382 1399508988
|
||||
conv2d fprop_1x224x224x8_112x112_64x7x7_pad_h3w3_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 961566038 2529610490 1966904362 1818870269
|
||||
conv2d fprop_1x224x224x8_112x112_64x7x7_pad_h3w3_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 961566038 2529610490 1966904362 2484388308
|
||||
conv2d fprop_1x27x23x256_9x7_512x3x3_pad_h0w0_stride_h3w3_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3562503578 4021646304 3426919182 4130346493
|
||||
conv2d fprop_1x27x23x256_9x7_512x3x3_pad_h0w0_stride_h3w3_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3562503578 4021646304 3426919182 3486420438
|
||||
conv2d fprop_1x27x31x256_12x11_512x3x3_pad_h5w7_stride_h3w4_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1144321310 4021646304 4185476157 964986272
|
||||
conv2d fprop_1x27x31x256_12x11_512x3x3_pad_h5w7_stride_h3w4_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1144321310 4021646304 4185476157 1800819557
|
||||
conv2d fprop_1x27x35x256_15x9_512x7x5_pad_h11w7_stride_h3w5_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3153402236 2244058322 623381239 4197612113
|
||||
conv2d fprop_1x27x35x256_15x9_512x7x5_pad_h11w7_stride_h3w5_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3153402236 2244058322 623381239 2816226027
|
||||
conv2d fprop_1x27x27x256_27x14_512x3x3_pad_h1w1_stride_h1w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3356996599 4021646304 748585111 438913488
|
||||
conv2d fprop_1x27x27x256_27x14_512x3x3_pad_h1w1_stride_h1w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3356996599 4021646304 748585111 2812015344
|
||||
conv2d fprop_1x27x27x256_14x27_512x3x3_pad_h1w1_stride_h2w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3356996599 4021646304 748585111 307241203
|
||||
conv2d fprop_1x27x27x256_14x27_512x3x3_pad_h1w1_stride_h2w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3356996599 4021646304 748585111 3413043496
|
||||
conv2d fprop_3x28x28x256_14x14_256x2x2_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 4047780986 3796154296 3933470176 2042558105
|
||||
conv2d fprop_3x28x28x256_14x14_256x2x2_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 4047780986 3796154296 3933470176 2082898655
|
||||
conv2d fprop_1x32x32x16_6x16_32x3x3_pad_h1w1_stride_h6w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 4196208609 640419443 3879567407 3126196765
|
||||
conv2d fprop_1x32x32x16_6x16_32x3x3_pad_h1w1_stride_h6w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 4196208609 640419443 3879567407 370340580
|
||||
conv2d fprop_32x24x32x32_24x31_32x1x2_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1494714374 785253250 1954437668 16145912
|
||||
conv2d fprop_32x24x32x32_24x31_32x1x2_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1494714374 785253250 1954437668 352471766
|
||||
conv2d fprop_4x4x5x128_3x3_256x3x6_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 4104811786 417350231 2268084635 3829320356
|
||||
conv2d fprop_4x4x5x128_3x3_256x3x6_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 4104811786 417350231 2268084635 3317921115
|
||||
conv2d fprop_4x2x3x256_1x1_328x3x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3747780903 2173099720 1217977439 3831700802
|
||||
conv2d fprop_4x2x3x256_1x1_328x3x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3747780903 2173099720 1217977439 2066501805
|
||||
conv2d fprop_1x124x224x96_229x129_24x7x7_pad_h3w3_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2475183841 2416021807 90427526 3879607464
|
||||
conv2d fprop_1x124x224x96_229x129_24x7x7_pad_h3w3_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2475183841 2416021807 90427526 3914420497
|
||||
conv2d fprop_1x233x35x48_233x35_24x7x5_pad_h3w2_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 835429033 3252222904 934864596 2610068735
|
||||
conv2d fprop_1x233x35x48_233x35_24x7x5_pad_h3w2_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 835429033 3252222904 934864596 4160630405
|
||||
conv2d fprop_1x17x11x288_17x11_160x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha2_beta2 hnhwc_hnhwc_fnhwc_f_f 83915378 2330495260 722450442 220865236
|
||||
conv2d fprop_1x4x4x12_1x1_8x3x3_pad_h0w0_stride_h3w3_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2125023038 1189071464 1036082506 1072586342
|
||||
conv2d fprop_1x4x4x12_1x1_8x3x3_pad_h0w0_stride_h3w3_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2125023038 1189071464 1036082506 3209300743
|
||||
conv2d dgrad_1x1x1x8_3x3_8x1x1_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 558763846 1152388039 1036082506 2004021933
|
||||
conv2d dgrad_1x1x1x8_3x3_8x1x1_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 558763846 1152388039 1036082506 2004021933
|
||||
conv2d dgrad_1x1x8x8_3x8_8x1x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2125023038 2411745115 1585402383 692064357
|
||||
conv2d dgrad_1x1x8x8_3x8_8x1x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2125023038 2411745115 1585402383 3191762167
|
||||
conv2d dgrad_1x7x8x8_7x8_8x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2793112873 4021016722 1911021900 2493803192
|
||||
conv2d dgrad_1x7x8x8_7x8_8x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2793112873 4021016722 1911021900 2915688271
|
||||
conv2d dgrad_1x7x9x8_6x8_8x4x4_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 390767101 3987447721 311726682 356690874
|
||||
conv2d dgrad_1x7x9x8_6x8_8x4x4_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 390767101 3987447721 311726682 3600277581
|
||||
conv2d dgrad_2x7x9x8_5x7_8x5x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2346452629 1986983586 1898068767 1480022038
|
||||
conv2d dgrad_2x7x9x8_5x7_8x5x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2346452629 1986983586 1898068767 1482170634
|
||||
conv2d dgrad_3x7x9x8_4x7_8x6x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 695385844 3844983048 3628298618 1684782062
|
||||
conv2d dgrad_3x7x9x8_4x7_8x6x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 695385844 3844983048 3628298618 1312771437
|
||||
conv2d dgrad_3x7x9x8_4x6_8x6x6_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 118714643 741820436 3628298618 3927854537
|
||||
conv2d dgrad_3x7x9x8_4x6_8x6x6_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 118714643 741820436 3628298618 3753859236
|
||||
conv2d dgrad_3x7x9x8_3x5_8x7x7_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2078642274 2188679282 3628298618 331956491
|
||||
conv2d dgrad_3x7x9x8_3x5_8x7x7_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2078642274 2188679282 3628298618 3514953364
|
||||
conv2d dgrad_1x15x19x160_15x19_224x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1371340519 67170595 1307969125 1500995359
|
||||
conv2d dgrad_1x15x19x160_15x19_224x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1371340519 67170595 1307969125 1500995359
|
||||
conv2d dgrad_1x16x16x160_17x16_224x2x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2815270590 3903005020 1541598000 4224357357
|
||||
conv2d dgrad_1x16x16x160_17x16_224x2x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2815270590 3903005020 1541598000 1962390570
|
||||
conv2d dgrad_1x23x21x128_23x21_224x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2371881721 764195688 2813830197 3377586111
|
||||
conv2d dgrad_1x23x21x128_23x21_224x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2371881721 764195688 2813830197 1315372741
|
||||
conv2d dgrad_1x29x37x160_29x37_224x5x5_pad_h2w2_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2314925659 2683853778 2983167436 324191835
|
||||
conv2d dgrad_1x29x37x160_29x37_224x5x5_pad_h2w2_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2314925659 2683853778 2983167436 1085373547
|
||||
conv2d dgrad_1x15x19x40_15x19_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1327011661 768805504 3823519277 1916712483
|
||||
conv2d dgrad_1x15x19x40_15x19_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1327011661 768805504 3823519277 1584393587
|
||||
conv2d dgrad_1x16x24x72_16x24_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2223985070 1195875134 2636428043 1173364286
|
||||
conv2d dgrad_1x16x24x72_16x24_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2223985070 1195875134 2636428043 4109782860
|
||||
conv2d dgrad_32x24x32x32_24x31_32x1x2_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2519843766 785253250 2351024902 3316943078
|
||||
conv2d dgrad_32x24x32x32_24x31_32x1x2_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2519843766 785253250 2351024902 1065622134
|
||||
conv2d dgrad_4x4x5x128_3x3_256x3x6_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 4232110637 417350231 2574042419 294608043
|
||||
conv2d dgrad_4x4x5x128_3x3_256x3x6_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 4232110637 417350231 2574042419 491435109
|
||||
conv2d dgrad_4x2x3x256_1x1_328x3x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3630316758 2173099720 3438778114 3788164138
|
||||
conv2d dgrad_4x2x3x256_1x1_328x3x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3630316758 2173099720 3438778114 2104210385
|
||||
conv2d dgrad_1x124x224x96_229x129_24x7x7_pad_h3w3_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 866609547 2416021807 2145192778 2640510765
|
||||
conv2d dgrad_1x124x224x96_229x129_24x7x7_pad_h3w3_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 866609547 2416021807 2145192778 2748647248
|
||||
conv2d dgrad_1x233x35x48_233x35_24x7x5_pad_h3w2_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2538496988 3252222904 535024815 169162784
|
||||
conv2d dgrad_1x233x35x48_233x35_24x7x5_pad_h3w2_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2538496988 3252222904 535024815 3841086721
|
||||
conv2d dgrad_1x17x11x288_17x11_160x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha2_beta2 hnhwc_hnhwc_fnhwc_f_f 2329920945 2330495260 1682007569 215965178
|
||||
conv2d wgrad_1x1x1x8_3x3_8x1x1_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 558763846 3282100285 1585402383 820104967
|
||||
conv2d wgrad_1x1x1x8_3x3_8x1x1_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 558763846 3282100285 1585402383 820104967
|
||||
conv2d wgrad_1x1x8x8_3x8_8x1x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2125023038 1152388039 1919973277 4103626856
|
||||
conv2d wgrad_1x1x8x8_3x8_8x1x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2125023038 1152388039 1919973277 4164492975
|
||||
conv2d wgrad_1x7x8x8_7x8_8x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2793112873 2527774459 2695215306 1519678771
|
||||
conv2d wgrad_1x7x8x8_7x8_8x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2793112873 2527774459 2695215306 4056436284
|
||||
conv2d wgrad_1x7x9x8_6x8_8x4x4_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 390767101 3488761154 1737428004 2359527095
|
||||
conv2d wgrad_1x7x9x8_6x8_8x4x4_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 390767101 3488761154 1737428004 2240340004
|
||||
conv2d wgrad_2x7x9x8_5x7_8x5x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2346452629 2242491745 475190714 3363555017
|
||||
conv2d wgrad_2x7x9x8_5x7_8x5x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2346452629 2242491745 475190714 2240937477
|
||||
conv2d wgrad_3x7x9x8_4x7_8x6x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 695385844 1231166805 3030543492 1587793687
|
||||
conv2d wgrad_3x7x9x8_4x7_8x6x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 695385844 1231166805 3030543492 4129044530
|
||||
conv2d wgrad_3x7x9x8_4x6_8x6x6_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 118714643 1231166805 3002932066 1436246794
|
||||
conv2d wgrad_3x7x9x8_4x6_8x6x6_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 118714643 1231166805 3002932066 2860692730
|
||||
conv2d wgrad_3x7x9x8_3x5_8x7x7_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2078642274 1231166805 2704246666 3831504826
|
||||
conv2d wgrad_3x7x9x8_3x5_8x7x7_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2078642274 1231166805 2704246666 932276705
|
||||
conv2d wgrad_1x11x7x8_6x4_8x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2125023038 3952246738 1585402383 584217576
|
||||
conv2d wgrad_1x11x7x8_6x4_8x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2125023038 3952246738 1585402383 584217576
|
||||
conv2d wgrad_1x11x7x8_6x4_8x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2125023038 3952246738 2695215306 644274899
|
||||
conv2d wgrad_1x11x7x8_6x4_8x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2125023038 3952246738 2695215306 2070383610
|
||||
conv2d wgrad_1x13x11x8_8x7_8x1x1_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2793112873 3269716347 1585402383 2091838742
|
||||
conv2d wgrad_1x13x11x8_8x7_8x1x1_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2793112873 3269716347 1585402383 2091838742
|
||||
conv2d wgrad_1x17x19x8_9x10_16x2x2_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 624119942 2208297031 3036494114 1391639360
|
||||
conv2d wgrad_1x17x19x8_9x10_16x2x2_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 624119942 2208297031 3036494114 2853291206
|
||||
conv2d wgrad_1x23x5x8_12x3_16x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 118714643 3638907161 2381193183 4076043307
|
||||
conv2d wgrad_1x23x5x8_12x3_16x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 118714643 3638907161 2381193183 162466399
|
||||
conv2d wgrad_1x13x17x8_6x8_24x3x3_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3912955093 1748311260 3097125139 1760368998
|
||||
conv2d wgrad_1x13x17x8_6x8_24x3x3_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3912955093 1748311260 3097125139 370487040
|
||||
conv2d wgrad_1x23x21x8_8x7_24x3x3_pad_h1w1_stride_h3w3_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2380180646 950177617 3097125139 2441672462
|
||||
conv2d wgrad_1x23x21x8_8x7_24x3x3_pad_h1w1_stride_h3w3_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2380180646 950177617 3097125139 4093130692
|
||||
conv2d wgrad_1x20x24x8_8x10_40x3x3_pad_h3w3_stride_h3w3_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 4197955097 3223936144 3268227320 3407045986
|
||||
conv2d wgrad_1x20x24x8_8x10_40x3x3_pad_h3w3_stride_h3w3_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 4197955097 3223936144 3268227320 3327506975
|
||||
conv2d wgrad_1x15x19x160_15x19_224x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1371340519 2413111238 4020828414 3782469663
|
||||
conv2d wgrad_1x15x19x160_15x19_224x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1371340519 2413111238 4020828414 3782469663
|
||||
conv2d wgrad_1x19x37x160_10x19_224x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 4064585156 1849062825 2621782130 1997835815
|
||||
conv2d wgrad_1x19x37x160_10x19_224x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 4064585156 1849062825 2621782130 2176605786
|
||||
conv2d wgrad_1x16x16x160_17x16_224x2x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2815270590 1028019427 3062073018 1532225578
|
||||
conv2d wgrad_1x16x16x160_17x16_224x2x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2815270590 1028019427 3062073018 3175924537
|
||||
conv2d wgrad_1x23x21x128_23x21_224x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2371881721 665408258 4119019906 3070068838
|
||||
conv2d wgrad_1x23x21x128_23x21_224x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2371881721 665408258 4119019906 4095170522
|
||||
conv2d wgrad_1x29x37x160_29x37_224x5x5_pad_h2w2_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2314925659 1329921014 2730633195 1859011130
|
||||
conv2d wgrad_1x29x37x160_29x37_224x5x5_pad_h2w2_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2314925659 1329921014 2730633195 1829382848
|
||||
conv2d wgrad_1x15x19x40_15x19_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1327011661 654394569 180842421 456267566
|
||||
conv2d wgrad_1x15x19x40_15x19_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1327011661 654394569 180842421 4065629708
|
||||
conv2d wgrad_1x16x24x72_16x24_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2223985070 792561864 3949436648 2346117136
|
||||
conv2d wgrad_1x16x24x72_16x24_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2223985070 792561864 3949436648 3375703263
|
||||
conv2d wgrad_1x13x16x288_7x8_160x5x5_pad_h2w2_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1663038387 2182213461 3596813277 2680766255
|
||||
conv2d wgrad_1x13x16x288_7x8_160x5x5_pad_h2w2_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1663038387 2182213461 3596813277 819444109
|
||||
conv2d wgrad_1x55x51x256_28x26_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2518156720 4284293314 3730143675 2330242371
|
||||
conv2d wgrad_1x55x51x256_28x26_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2518156720 4284293314 3730143675 2330242371
|
||||
conv2d wgrad_1x71x80x32_36x40_64x5x5_pad_h2w2_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1153452126 1488124595 3162712336 2186928678
|
||||
conv2d wgrad_1x71x80x32_36x40_64x5x5_pad_h2w2_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1153452126 1488124595 3162712336 4038147074
|
||||
conv2d wgrad_1x224x224x8_112x112_64x7x7_pad_h3w3_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3557673531 1324698024 1813717058 1491574211
|
||||
conv2d wgrad_1x224x224x8_112x112_64x7x7_pad_h3w3_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3557673531 1324698024 1813717058 664642450
|
||||
conv2d wgrad_1x27x23x256_9x7_512x3x3_pad_h0w0_stride_h3w3_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3373735934 1617738198 2081693980 1691976762
|
||||
conv2d wgrad_1x27x23x256_9x7_512x3x3_pad_h0w0_stride_h3w3_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3373735934 1617738198 2081693980 1352928468
|
||||
conv2d wgrad_1x27x31x256_12x11_512x3x3_pad_h5w7_stride_h3w4_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1883441731 169231440 2081693980 4154079864
|
||||
conv2d wgrad_1x27x31x256_12x11_512x3x3_pad_h5w7_stride_h3w4_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1883441731 169231440 2081693980 49240552
|
||||
conv2d wgrad_1x27x35x256_15x9_512x7x5_pad_h11w7_stride_h3w5_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2212544074 1111691860 1000406280 1708014479
|
||||
conv2d wgrad_1x27x35x256_15x9_512x7x5_pad_h11w7_stride_h3w5_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2212544074 1111691860 1000406280 2976393539
|
||||
conv2d wgrad_1x27x27x256_27x14_512x3x3_pad_h1w1_stride_h1w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 841696772 3782006390 2081693980 141423768
|
||||
conv2d wgrad_1x27x27x256_27x14_512x3x3_pad_h1w1_stride_h1w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 841696772 3782006390 2081693980 1807012226
|
||||
conv2d wgrad_1x27x27x256_14x27_512x3x3_pad_h1w1_stride_h2w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 841696772 3782006390 2081693980 4065587708
|
||||
conv2d wgrad_1x27x27x256_14x27_512x3x3_pad_h1w1_stride_h2w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 841696772 3782006390 2081693980 3621154478
|
||||
conv2d wgrad_3x28x28x256_14x14_256x2x2_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3869576724 4018387624 2099843274 3166971951
|
||||
conv2d wgrad_3x28x28x256_14x14_256x2x2_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3869576724 4018387624 2099843274 710495809
|
||||
conv2d wgrad_1x32x32x16_6x16_32x3x3_pad_h1w1_stride_h6w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2106265431 1007447386 3357056235 3446932548
|
||||
conv2d wgrad_1x32x32x16_6x16_32x3x3_pad_h1w1_stride_h6w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2106265431 1007447386 3357056235 344178277
|
||||
conv2d wgrad_32x24x32x32_24x31_32x1x2_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2519843766 4040055257 852881505 1633246355
|
||||
conv2d wgrad_32x24x32x32_24x31_32x1x2_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2519843766 4040055257 852881505 778858244
|
||||
conv2d wgrad_4x4x5x128_3x3_256x3x6_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 4232110637 428926092 1217669626 1090782686
|
||||
conv2d wgrad_4x4x5x128_3x3_256x3x6_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 4232110637 428926092 1217669626 1523455590
|
||||
conv2d wgrad_4x2x3x256_1x1_328x3x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3630316758 1787889194 2989357662 3134613422
|
||||
conv2d wgrad_4x2x3x256_1x1_328x3x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3630316758 1787889194 2989357662 1158845444
|
||||
conv2d wgrad_1x124x224x96_229x129_24x7x7_pad_h3w3_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 866609547 857847029 3333097025 3239572160
|
||||
conv2d wgrad_1x124x224x96_229x129_24x7x7_pad_h3w3_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 866609547 857847029 3333097025 2436320376
|
||||
conv2d wgrad_1x233x35x48_233x35_24x7x5_pad_h3w2_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2538496988 3294874067 3443985888 4083335585
|
||||
conv2d wgrad_1x233x35x48_233x35_24x7x5_pad_h3w2_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2538496988 3294874067 3443985888 3302917564
|
||||
conv2d wgrad_1x17x11x288_17x11_160x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha2_beta2 hnhwc_hnhwc_fnhwc_f_f 2329920945 531242570 422976060 2227466455
|
||||
conv2d wgrad_1x4x4x12_1x1_8x3x3_pad_h0w0_stride_h3w3_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 542905940 2411745115 1138813722 1312614816
|
||||
conv2d wgrad_1x4x4x12_1x1_8x3x3_pad_h0w0_stride_h3w3_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 542905940 2411745115 1138813722 4095449788
|
||||
conv2d_with_broadcast fprop_1x1x1x8_3x3_8x1x1_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 542905940 1152388039 4158385867 734550470
|
||||
conv2d_with_broadcast fprop_1x1x1x8_3x3_8x1x1_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 542905940 1152388039 4158385867 734550470
|
||||
conv2d_with_broadcast fprop_1x1x8x8_3x8_8x1x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 1585175937 2411745115 3960856459 2498726848
|
||||
conv2d_with_broadcast fprop_1x1x8x8_3x8_8x1x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 1585175937 2411745115 3960856459 2808936497
|
||||
conv2d_with_broadcast fprop_1x7x8x8_7x8_8x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 2793112873 4021016722 3736889909 775549951
|
||||
conv2d_with_broadcast fprop_1x7x8x8_7x8_8x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 2793112873 4021016722 3736889909 999245167
|
||||
conv2d_with_broadcast fprop_1x7x9x8_6x8_8x4x4_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3892602751 3987447721 1048231784 3578965759
|
||||
conv2d_with_broadcast fprop_1x7x9x8_6x8_8x4x4_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3892602751 3987447721 1048231784 3635477992
|
||||
conv2d_with_broadcast fprop_2x7x9x8_5x7_8x5x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 1647798936 1986983586 2046300236 942258126
|
||||
conv2d_with_broadcast fprop_2x7x9x8_5x7_8x5x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 1647798936 1986983586 2046300236 3024889990
|
||||
conv2d_with_broadcast fprop_3x7x9x8_4x7_8x6x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 664571366 3844983048 1063165266 1754355425
|
||||
conv2d_with_broadcast fprop_3x7x9x8_4x7_8x6x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 664571366 3844983048 1063165266 3524504078
|
||||
conv2d_with_broadcast fprop_3x7x9x8_4x6_8x6x6_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 664571366 741820436 4160104467 1904546220
|
||||
conv2d_with_broadcast fprop_3x7x9x8_4x6_8x6x6_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 664571366 741820436 4160104467 3380363267
|
||||
conv2d_with_broadcast fprop_3x7x9x8_3x5_8x7x7_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 664571366 2188679282 2508923337 202634559
|
||||
conv2d_with_broadcast fprop_3x7x9x8_3x5_8x7x7_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 664571366 2188679282 2508923337 129526502
|
||||
conv2d_with_broadcast fprop_1x11x7x8_6x4_8x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3376807219 1152388039 3960856459 687707885
|
||||
conv2d_with_broadcast fprop_1x11x7x8_6x4_8x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3376807219 1152388039 3960856459 687707885
|
||||
conv2d_with_broadcast fprop_1x11x7x8_6x4_8x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3376807219 4021016722 3960856459 551076377
|
||||
conv2d_with_broadcast fprop_1x11x7x8_6x4_8x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3376807219 4021016722 3960856459 2736700182
|
||||
conv2d_with_broadcast fprop_1x13x11x8_8x7_8x1x1_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3708184432 1152388039 3736889909 3070080445
|
||||
conv2d_with_broadcast fprop_1x13x11x8_8x7_8x1x1_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3708184432 1152388039 3736889909 3070080445
|
||||
conv2d_with_broadcast fprop_1x17x19x8_9x10_16x2x2_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3793481427 2784674253 206323080 4139449287
|
||||
conv2d_with_broadcast fprop_1x17x19x8_9x10_16x2x2_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3793481427 2784674253 206323080 37247821
|
||||
conv2d_with_broadcast fprop_1x23x5x8_12x3_16x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 724504571 866495443 4160104467 4166513007
|
||||
conv2d_with_broadcast fprop_1x23x5x8_12x3_16x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 724504571 866495443 4160104467 4147817279
|
||||
conv2d_with_broadcast fprop_1x13x17x8_6x8_24x3x3_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3696992523 2499748007 798339031 2425875414
|
||||
conv2d_with_broadcast fprop_1x13x17x8_6x8_24x3x3_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3696992523 2499748007 798339031 3318636886
|
||||
conv2d_with_broadcast fprop_1x23x21x8_8x7_24x3x3_pad_h1w1_stride_h3w3_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3999848747 2499748007 3897780943 1663875047
|
||||
conv2d_with_broadcast fprop_1x23x21x8_8x7_24x3x3_pad_h1w1_stride_h3w3_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3999848747 2499748007 3897780943 433625993
|
||||
conv2d_with_broadcast fprop_1x20x24x8_8x10_40x3x3_pad_h3w3_stride_h3w3_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 1193090006 2131084833 1626339432 2602241257
|
||||
conv2d_with_broadcast fprop_1x20x24x8_8x10_40x3x3_pad_h3w3_stride_h3w3_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 1193090006 2131084833 1626339432 2541313003
|
||||
conv2d_with_broadcast fprop_1x15x19x160_15x19_224x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3123356211 67170595 363851176 2694787359
|
||||
conv2d_with_broadcast fprop_1x15x19x160_15x19_224x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3123356211 67170595 363851176 2694787359
|
||||
conv2d_with_broadcast fprop_1x19x37x160_10x19_224x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 374093114 3867270480 3627748989 1042228997
|
||||
conv2d_with_broadcast fprop_1x19x37x160_10x19_224x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 374093114 3867270480 3627748989 2764787715
|
||||
conv2d_with_broadcast fprop_1x16x16x160_17x16_224x2x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3983093985 3903005020 2973635008 4245228167
|
||||
conv2d_with_broadcast fprop_1x16x16x160_17x16_224x2x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3983093985 3903005020 2973635008 2011478650
|
||||
conv2d_with_broadcast fprop_1x23x21x128_23x21_224x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3167361585 764195688 1462303962 1213873906
|
||||
conv2d_with_broadcast fprop_1x23x21x128_23x21_224x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3167361585 764195688 1462303962 3997555577
|
||||
conv2d_with_broadcast fprop_1x29x37x160_29x37_224x5x5_pad_h2w2_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 2514717945 2683853778 864525589 2026195616
|
||||
conv2d_with_broadcast fprop_1x29x37x160_29x37_224x5x5_pad_h2w2_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 2514717945 2683853778 864525589 1429180818
|
||||
conv2d_with_broadcast fprop_1x15x19x40_15x19_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 1072544153 768805504 2851440397 1223626417
|
||||
conv2d_with_broadcast fprop_1x15x19x40_15x19_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 1072544153 768805504 2851440397 4064809744
|
||||
conv2d_with_broadcast fprop_1x16x24x72_16x24_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3875284691 1195875134 1294114950 3478825820
|
||||
conv2d_with_broadcast fprop_1x16x24x72_16x24_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3875284691 1195875134 1294114950 2402092772
|
||||
conv2d_with_broadcast fprop_1x13x16x288_7x8_160x5x5_pad_h2w2_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3179965682 1961598694 1473372001 2976087551
|
||||
conv2d_with_broadcast fprop_1x13x16x288_7x8_160x5x5_pad_h2w2_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3179965682 1961598694 1473372001 2952357814
|
||||
conv2d_with_broadcast fprop_1x55x51x256_28x26_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 2615784276 3832095556 3136842101 4100457990
|
||||
conv2d_with_broadcast fprop_1x55x51x256_28x26_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 2615784276 3832095556 3136842101 4100457990
|
||||
conv2d_with_broadcast fprop_1x71x80x32_36x40_64x5x5_pad_h2w2_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 674692187 808380753 3300005124 3291766543
|
||||
conv2d_with_broadcast fprop_1x71x80x32_36x40_64x5x5_pad_h2w2_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 674692187 808380753 3300005124 932781825
|
||||
conv2d_with_broadcast fprop_1x224x224x8_112x112_64x7x7_pad_h3w3_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 961566038 2529610490 3633207144 2483933988
|
||||
conv2d_with_broadcast fprop_1x224x224x8_112x112_64x7x7_pad_h3w3_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 961566038 2529610490 3633207144 1649841999
|
||||
conv2d_with_broadcast fprop_1x27x23x256_9x7_512x3x3_pad_h0w0_stride_h3w3_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3562503578 4021646304 3183877059 640801373
|
||||
conv2d_with_broadcast fprop_1x27x23x256_9x7_512x3x3_pad_h0w0_stride_h3w3_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3562503578 4021646304 3183877059 1324440001
|
||||
conv2d_with_broadcast fprop_1x27x31x256_12x11_512x3x3_pad_h5w7_stride_h3w4_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 1144321310 4021646304 79191055 2497200625
|
||||
conv2d_with_broadcast fprop_1x27x31x256_12x11_512x3x3_pad_h5w7_stride_h3w4_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 1144321310 4021646304 79191055 4215716431
|
||||
conv2d_with_broadcast fprop_1x27x35x256_15x9_512x7x5_pad_h11w7_stride_h3w5_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3153402236 2244058322 751167457 2006726432
|
||||
conv2d_with_broadcast fprop_1x27x35x256_15x9_512x7x5_pad_h11w7_stride_h3w5_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3153402236 2244058322 751167457 111060226
|
||||
conv2d_with_broadcast fprop_1x27x27x256_27x14_512x3x3_pad_h1w1_stride_h1w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3356996599 4021646304 625876979 803435641
|
||||
conv2d_with_broadcast fprop_1x27x27x256_27x14_512x3x3_pad_h1w1_stride_h1w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3356996599 4021646304 625876979 1867934544
|
||||
conv2d_with_broadcast fprop_1x27x27x256_14x27_512x3x3_pad_h1w1_stride_h2w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3356996599 4021646304 625876979 1900794023
|
||||
conv2d_with_broadcast fprop_1x27x27x256_14x27_512x3x3_pad_h1w1_stride_h2w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3356996599 4021646304 625876979 3680542634
|
||||
conv2d_with_broadcast fprop_3x28x28x256_14x14_256x2x2_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 4047780986 3796154296 1508665058 4120442081
|
||||
conv2d_with_broadcast fprop_3x28x28x256_14x14_256x2x2_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 4047780986 3796154296 1508665058 2603142772
|
||||
conv2d_with_broadcast fprop_1x32x32x16_6x16_32x3x3_pad_h1w1_stride_h6w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 4196208609 640419443 1000858800 1782212700
|
||||
conv2d_with_broadcast fprop_1x32x32x16_6x16_32x3x3_pad_h1w1_stride_h6w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 4196208609 640419443 1000858800 3786504077
|
||||
conv2d_with_broadcast fprop_32x24x32x32_24x31_32x1x2_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 1494714374 785253250 1035710906 607193837
|
||||
conv2d_with_broadcast fprop_32x24x32x32_24x31_32x1x2_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 1494714374 785253250 1035710906 1133996987
|
||||
conv2d_with_broadcast fprop_4x4x5x128_3x3_256x3x6_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 4104811786 417350231 2732854425 3257806996
|
||||
conv2d_with_broadcast fprop_4x4x5x128_3x3_256x3x6_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 4104811786 417350231 2732854425 3964495721
|
||||
conv2d_with_broadcast fprop_4x2x3x256_1x1_328x3x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3747780903 2173099720 1359872451 260513555
|
||||
conv2d_with_broadcast fprop_4x2x3x256_1x1_328x3x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3747780903 2173099720 1359872451 959940766
|
||||
conv2d_with_broadcast fprop_1x56x56x64_56x56_256x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 1421336162 1007447386 3633207144 3338848009
|
||||
conv2d_with_broadcast fprop_1x56x56x64_56x56_256x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 1421336162 1007447386 3633207144 3338848009
|
||||
conv2d_with_broadcast fprop_1x56x56x64_56x56_64x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 1421336162 7870409 1884736347 2440609834
|
||||
conv2d_with_broadcast fprop_1x56x56x64_56x56_64x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 1421336162 7870409 1884736347 2440609834
|
||||
conv2d_with_broadcast fprop_1x56x56x64_56x56_64x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 1421336162 2912193732 1884736347 616776505
|
||||
conv2d_with_broadcast fprop_1x56x56x64_56x56_64x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 1421336162 2912193732 1884736347 2676398591
|
||||
conv2d_with_broadcast fprop_1x56x56x256_56x56_64x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3557673531 1007447386 1884736347 2365143548
|
||||
conv2d_with_broadcast fprop_1x56x56x256_56x56_64x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3557673531 1007447386 1884736347 2365143548
|
||||
conv2d_with_broadcast fprop_1x56x56x256_28x28_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3557673531 3832095556 1694475665 593280269
|
||||
conv2d_with_broadcast fprop_1x56x56x256_28x28_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3557673531 3832095556 1694475665 593280269
|
||||
conv2d_with_broadcast fprop_1x56x56x256_28x28_128x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3557673531 3855174680 715002355 3155431044
|
||||
conv2d_with_broadcast fprop_1x56x56x256_28x28_128x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3557673531 3855174680 715002355 3155431044
|
||||
conv2d_with_broadcast fprop_1x28x28x128_28x28_128x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 4108139691 2822482016 715002355 2715024840
|
||||
conv2d_with_broadcast fprop_1x28x28x128_28x28_128x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 4108139691 2822482016 715002355 1827980477
|
||||
conv2d_with_broadcast fprop_1x28x28x128_28x28_512x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 4108139691 223404009 1694475665 1950498144
|
||||
conv2d_with_broadcast fprop_1x28x28x128_28x28_512x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 4108139691 223404009 1694475665 1950498144
|
||||
conv2d_with_broadcast fprop_1x28x28x512_28x28_128x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 961566038 223404009 715002355 2992665436
|
||||
conv2d_with_broadcast fprop_1x28x28x512_28x28_128x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 961566038 223404009 715002355 2992665436
|
||||
conv2d_with_broadcast fprop_1x28x28x512_14x14_1024x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 961566038 887849976 1884736347 737409599
|
||||
conv2d_with_broadcast fprop_1x28x28x512_14x14_1024x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 961566038 887849976 1884736347 737409599
|
||||
conv2d_with_broadcast fprop_1x28x28x512_14x14_256x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 961566038 3832095556 1159201466 1807823289
|
||||
conv2d_with_broadcast fprop_1x28x28x512_14x14_256x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 961566038 3832095556 1159201466 1807823289
|
||||
conv2d_with_broadcast fprop_1x14x14x256_14x14_256x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 2111106579 417350231 1159201466 2790858874
|
||||
conv2d_with_broadcast fprop_1x14x14x256_14x14_256x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 2111106579 417350231 1159201466 1803950909
|
||||
conv2d_with_broadcast fprop_1x14x14x256_14x14_1024x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 2111106579 3796154296 1884736347 2211230337
|
||||
conv2d_with_broadcast fprop_1x14x14x256_14x14_1024x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 2111106579 3796154296 1884736347 2211230337
|
||||
conv2d_with_broadcast fprop_1x14x14x1024_14x14_256x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 1421336162 3796154296 1159201466 1707831674
|
||||
conv2d_with_broadcast fprop_1x14x14x1024_14x14_256x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 1421336162 3796154296 1159201466 1707831674
|
||||
conv2d_with_broadcast fprop_1x14x14x1024_7x7_2048x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 1421336162 1168268462 715002355 3410506082
|
||||
conv2d_with_broadcast fprop_1x14x14x1024_7x7_2048x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 1421336162 1168268462 715002355 3410506082
|
||||
conv2d_with_broadcast fprop_1x14x14x1024_7x7_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 1421336162 887849976 760086468 3430817166
|
||||
conv2d_with_broadcast fprop_1x14x14x1024_7x7_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 1421336162 887849976 760086468 3430817166
|
||||
conv2d_with_broadcast fprop_1x7x7x512_7x7_512x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 2237641409 718873845 760086468 4057506865
|
||||
conv2d_with_broadcast fprop_1x7x7x512_7x7_512x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 2237641409 718873845 760086468 1139160912
|
||||
conv2d_with_broadcast fprop_1x7x7x512_7x7_2048x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 2237641409 1971906017 715002355 3080563386
|
||||
conv2d_with_broadcast fprop_1x7x7x512_7x7_2048x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 2237641409 1971906017 715002355 3080563386
|
||||
conv2d_with_broadcast fprop_1x7x7x2048_7x7_512x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 4108139691 1971906017 760086468 1857427510
|
||||
conv2d_with_broadcast fprop_1x7x7x2048_7x7_512x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 4108139691 1971906017 760086468 1857427510
|
||||
conv2d_with_broadcast fprop_1x124x224x96_229x129_24x7x7_pad_h3w3_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 2475183841 2416021807 2396614489 2728011042
|
||||
conv2d_with_broadcast fprop_1x124x224x96_229x129_24x7x7_pad_h3w3_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 2475183841 2416021807 2396614489 48736270
|
||||
conv2d_with_broadcast fprop_1x233x35x48_233x35_24x7x5_pad_h3w2_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 835429033 3252222904 812624363 3532893716
|
||||
conv2d_with_broadcast fprop_1x233x35x48_233x35_24x7x5_pad_h3w2_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 835429033 3252222904 812624363 385208528
|
||||
conv2d_with_broadcast fprop_1x17x11x288_17x11_160x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha2_beta2 hnhwc_hnhwc_hnhwc_f_f 83915378 2330495260 877009950 1683572655
|
||||
conv2d_with_reduction fprop_1x1x1x8_3x3_8x1x1_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 542905940 1152388039 4158385867 734550470
|
||||
conv2d_with_reduction fprop_1x1x1x8_3x3_8x1x1_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 542905940 1152388039 4158385867 734550470
|
||||
conv2d_with_reduction fprop_1x1x8x8_3x8_8x1x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 1585175937 2411745115 3960856459 2498726848
|
||||
conv2d_with_reduction fprop_1x1x8x8_3x8_8x1x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 1585175937 2411745115 3960856459 2808936497
|
||||
conv2d_with_reduction fprop_1x7x8x8_7x8_8x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 2793112873 4021016722 3736889909 775549951
|
||||
conv2d_with_reduction fprop_1x7x8x8_7x8_8x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 2793112873 4021016722 3736889909 999245167
|
||||
conv2d_with_reduction fprop_1x7x9x8_6x8_8x4x4_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3892602751 3987447721 1048231784 3578965759
|
||||
conv2d_with_reduction fprop_1x7x9x8_6x8_8x4x4_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3892602751 3987447721 1048231784 3635477992
|
||||
conv2d_with_reduction fprop_2x7x9x8_5x7_8x5x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 1647798936 1986983586 2046300236 942258126
|
||||
conv2d_with_reduction fprop_2x7x9x8_5x7_8x5x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 1647798936 1986983586 2046300236 3024889990
|
||||
conv2d_with_reduction fprop_3x7x9x8_4x7_8x6x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 664571366 3844983048 1063165266 1754355425
|
||||
conv2d_with_reduction fprop_3x7x9x8_4x7_8x6x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 664571366 3844983048 1063165266 3524504078
|
||||
conv2d_with_reduction fprop_3x7x9x8_4x6_8x6x6_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 664571366 741820436 4160104467 1904546220
|
||||
conv2d_with_reduction fprop_3x7x9x8_4x6_8x6x6_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 664571366 741820436 4160104467 3380363267
|
||||
conv2d_with_reduction fprop_3x7x9x8_3x5_8x7x7_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 664571366 2188679282 2508923337 202634559
|
||||
conv2d_with_reduction fprop_3x7x9x8_3x5_8x7x7_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 664571366 2188679282 2508923337 129526502
|
||||
conv2d_with_reduction fprop_1x11x7x8_6x4_8x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3376807219 1152388039 3960856459 687707885
|
||||
conv2d_with_reduction fprop_1x11x7x8_6x4_8x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3376807219 1152388039 3960856459 687707885
|
||||
conv2d_with_reduction fprop_1x11x7x8_6x4_8x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3376807219 4021016722 3960856459 551076377
|
||||
conv2d_with_reduction fprop_1x11x7x8_6x4_8x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3376807219 4021016722 3960856459 2736700182
|
||||
conv2d_with_reduction fprop_1x13x11x8_8x7_8x1x1_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3708184432 1152388039 3736889909 3070080445
|
||||
conv2d_with_reduction fprop_1x13x11x8_8x7_8x1x1_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3708184432 1152388039 3736889909 3070080445
|
||||
conv2d_with_reduction fprop_1x17x19x8_9x10_16x2x2_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3793481427 2784674253 206323080 4139449287
|
||||
conv2d_with_reduction fprop_1x17x19x8_9x10_16x2x2_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3793481427 2784674253 206323080 37247821
|
||||
conv2d_with_reduction fprop_1x23x5x8_12x3_16x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 724504571 866495443 4160104467 4166513007
|
||||
conv2d_with_reduction fprop_1x23x5x8_12x3_16x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 724504571 866495443 4160104467 4147817279
|
||||
conv2d_with_reduction fprop_1x13x17x8_6x8_24x3x3_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3696992523 2499748007 798339031 2425875414
|
||||
conv2d_with_reduction fprop_1x13x17x8_6x8_24x3x3_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3696992523 2499748007 798339031 3318636886
|
||||
conv2d_with_reduction fprop_1x23x21x8_8x7_24x3x3_pad_h1w1_stride_h3w3_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3999848747 2499748007 3897780943 1663875047
|
||||
conv2d_with_reduction fprop_1x23x21x8_8x7_24x3x3_pad_h1w1_stride_h3w3_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3999848747 2499748007 3897780943 433625993
|
||||
conv2d_with_reduction fprop_1x20x24x8_8x10_40x3x3_pad_h3w3_stride_h3w3_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 1193090006 2131084833 1626339432 2602241257
|
||||
conv2d_with_reduction fprop_1x20x24x8_8x10_40x3x3_pad_h3w3_stride_h3w3_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 1193090006 2131084833 1626339432 2541313003
|
||||
conv2d_with_reduction fprop_1x15x19x160_15x19_224x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3123356211 67170595 363851176 2694787359
|
||||
conv2d_with_reduction fprop_1x15x19x160_15x19_224x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3123356211 67170595 363851176 2694787359
|
||||
conv2d_with_reduction fprop_1x19x37x160_10x19_224x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 374093114 3867270480 3627748989 1042228997
|
||||
conv2d_with_reduction fprop_1x19x37x160_10x19_224x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 374093114 3867270480 3627748989 2764787715
|
||||
conv2d_with_reduction fprop_1x16x16x160_17x16_224x2x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3983093985 3903005020 2973635008 4245228167
|
||||
conv2d_with_reduction fprop_1x16x16x160_17x16_224x2x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3983093985 3903005020 2973635008 2011478650
|
||||
conv2d_with_reduction fprop_1x23x21x128_23x21_224x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3167361585 764195688 1462303962 1213873906
|
||||
conv2d_with_reduction fprop_1x23x21x128_23x21_224x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3167361585 764195688 1462303962 3997555577
|
||||
conv2d_with_reduction fprop_1x29x37x160_29x37_224x5x5_pad_h2w2_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 2514717945 2683853778 864525589 2026195616
|
||||
conv2d_with_reduction fprop_1x29x37x160_29x37_224x5x5_pad_h2w2_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 2514717945 2683853778 864525589 1429180818
|
||||
conv2d_with_reduction fprop_1x15x19x40_15x19_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 1072544153 768805504 2851440397 1223626417
|
||||
conv2d_with_reduction fprop_1x15x19x40_15x19_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 1072544153 768805504 2851440397 4064809744
|
||||
conv2d_with_reduction fprop_1x16x24x72_16x24_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3875284691 1195875134 1294114950 3478825820
|
||||
conv2d_with_reduction fprop_1x16x24x72_16x24_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3875284691 1195875134 1294114950 2402092772
|
||||
conv2d_with_reduction fprop_1x13x16x288_7x8_160x5x5_pad_h2w2_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3179965682 1961598694 1473372001 2976087551
|
||||
conv2d_with_reduction fprop_1x13x16x288_7x8_160x5x5_pad_h2w2_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3179965682 1961598694 1473372001 2952357814
|
||||
conv2d_with_reduction fprop_1x55x51x256_28x26_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 2615784276 3832095556 3136842101 4100457990
|
||||
conv2d_with_reduction fprop_1x55x51x256_28x26_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 2615784276 3832095556 3136842101 4100457990
|
||||
conv2d_with_reduction fprop_1x71x80x32_36x40_64x5x5_pad_h2w2_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 674692187 808380753 3300005124 3291766543
|
||||
conv2d_with_reduction fprop_1x71x80x32_36x40_64x5x5_pad_h2w2_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 674692187 808380753 3300005124 932781825
|
||||
conv2d_with_reduction fprop_1x224x224x8_112x112_64x7x7_pad_h3w3_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 961566038 2529610490 3633207144 2483933988
|
||||
conv2d_with_reduction fprop_1x224x224x8_112x112_64x7x7_pad_h3w3_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 961566038 2529610490 3633207144 1649841999
|
||||
conv2d_with_reduction fprop_1x27x23x256_9x7_512x3x3_pad_h0w0_stride_h3w3_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3562503578 4021646304 3183877059 640801373
|
||||
conv2d_with_reduction fprop_1x27x23x256_9x7_512x3x3_pad_h0w0_stride_h3w3_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3562503578 4021646304 3183877059 1324440001
|
||||
conv2d_with_reduction fprop_1x27x31x256_12x11_512x3x3_pad_h5w7_stride_h3w4_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 1144321310 4021646304 79191055 2497200625
|
||||
conv2d_with_reduction fprop_1x27x31x256_12x11_512x3x3_pad_h5w7_stride_h3w4_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 1144321310 4021646304 79191055 4215716431
|
||||
conv2d_with_reduction fprop_1x27x35x256_15x9_512x7x5_pad_h11w7_stride_h3w5_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3153402236 2244058322 751167457 2006726432
|
||||
conv2d_with_reduction fprop_1x27x35x256_15x9_512x7x5_pad_h11w7_stride_h3w5_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3153402236 2244058322 751167457 111060226
|
||||
conv2d_with_reduction fprop_1x27x27x256_27x14_512x3x3_pad_h1w1_stride_h1w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3356996599 4021646304 625876979 803435641
|
||||
conv2d_with_reduction fprop_1x27x27x256_27x14_512x3x3_pad_h1w1_stride_h1w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3356996599 4021646304 625876979 1867934544
|
||||
conv2d_with_reduction fprop_1x27x27x256_14x27_512x3x3_pad_h1w1_stride_h2w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3356996599 4021646304 625876979 1900794023
|
||||
conv2d_with_reduction fprop_1x27x27x256_14x27_512x3x3_pad_h1w1_stride_h2w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3356996599 4021646304 625876979 3680542634
|
||||
conv2d_with_reduction fprop_3x28x28x256_14x14_256x2x2_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 4047780986 3796154296 1508665058 4120442081
|
||||
conv2d_with_reduction fprop_3x28x28x256_14x14_256x2x2_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 4047780986 3796154296 1508665058 2603142772
|
||||
conv2d_with_reduction fprop_1x32x32x16_6x16_32x3x3_pad_h1w1_stride_h6w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 4196208609 640419443 1000858800 1782212700
|
||||
conv2d_with_reduction fprop_1x32x32x16_6x16_32x3x3_pad_h1w1_stride_h6w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 4196208609 640419443 1000858800 3786504077
|
||||
conv2d_with_reduction fprop_32x24x32x32_24x31_32x1x2_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 1494714374 785253250 1035710906 607193837
|
||||
conv2d_with_reduction fprop_32x24x32x32_24x31_32x1x2_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 1494714374 785253250 1035710906 1133996987
|
||||
conv2d_with_reduction fprop_4x4x5x128_3x3_256x3x6_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 4104811786 417350231 2732854425 3257806996
|
||||
conv2d_with_reduction fprop_4x4x5x128_3x3_256x3x6_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 4104811786 417350231 2732854425 3964495721
|
||||
conv2d_with_reduction fprop_4x2x3x256_1x1_328x3x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3747780903 2173099720 1359872451 260513555
|
||||
conv2d_with_reduction fprop_4x2x3x256_1x1_328x3x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3747780903 2173099720 1359872451 959940766
|
||||
conv2d_with_reduction fprop_1x56x56x64_56x56_256x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 1421336162 1007447386 3633207144 3338848009
|
||||
conv2d_with_reduction fprop_1x56x56x64_56x56_256x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 1421336162 1007447386 3633207144 3338848009
|
||||
conv2d_with_reduction fprop_1x56x56x64_56x56_64x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 1421336162 7870409 1884736347 2440609834
|
||||
conv2d_with_reduction fprop_1x56x56x64_56x56_64x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 1421336162 7870409 1884736347 2440609834
|
||||
conv2d_with_reduction fprop_1x56x56x64_56x56_64x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 1421336162 2912193732 1884736347 616776505
|
||||
conv2d_with_reduction fprop_1x56x56x64_56x56_64x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 1421336162 2912193732 1884736347 2676398591
|
||||
conv2d_with_reduction fprop_1x56x56x256_56x56_64x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3557673531 1007447386 1884736347 2365143548
|
||||
conv2d_with_reduction fprop_1x56x56x256_56x56_64x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3557673531 1007447386 1884736347 2365143548
|
||||
conv2d_with_reduction fprop_1x56x56x256_28x28_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3557673531 3832095556 1694475665 593280269
|
||||
conv2d_with_reduction fprop_1x56x56x256_28x28_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3557673531 3832095556 1694475665 593280269
|
||||
conv2d_with_reduction fprop_1x56x56x256_28x28_128x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3557673531 3855174680 715002355 3155431044
|
||||
conv2d_with_reduction fprop_1x56x56x256_28x28_128x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 3557673531 3855174680 715002355 3155431044
|
||||
conv2d_with_reduction fprop_1x28x28x128_28x28_128x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 4108139691 2822482016 715002355 2715024840
|
||||
conv2d_with_reduction fprop_1x28x28x128_28x28_128x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 4108139691 2822482016 715002355 1827980477
|
||||
conv2d_with_reduction fprop_1x28x28x128_28x28_512x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 4108139691 223404009 1694475665 1950498144
|
||||
conv2d_with_reduction fprop_1x28x28x128_28x28_512x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 4108139691 223404009 1694475665 1950498144
|
||||
conv2d_with_reduction fprop_1x28x28x512_28x28_128x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 961566038 223404009 715002355 2992665436
|
||||
conv2d_with_reduction fprop_1x28x28x512_28x28_128x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 961566038 223404009 715002355 2992665436
|
||||
conv2d_with_reduction fprop_1x28x28x512_14x14_1024x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 961566038 887849976 1884736347 737409599
|
||||
conv2d_with_reduction fprop_1x28x28x512_14x14_1024x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 961566038 887849976 1884736347 737409599
|
||||
conv2d_with_reduction fprop_1x28x28x512_14x14_256x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 961566038 3832095556 1159201466 1807823289
|
||||
conv2d_with_reduction fprop_1x28x28x512_14x14_256x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 961566038 3832095556 1159201466 1807823289
|
||||
conv2d_with_reduction fprop_1x14x14x256_14x14_256x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 2111106579 417350231 1159201466 2790858874
|
||||
conv2d_with_reduction fprop_1x14x14x256_14x14_256x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 2111106579 417350231 1159201466 1803950909
|
||||
conv2d_with_reduction fprop_1x14x14x256_14x14_1024x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 2111106579 3796154296 1884736347 2211230337
|
||||
conv2d_with_reduction fprop_1x14x14x256_14x14_1024x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 2111106579 3796154296 1884736347 2211230337
|
||||
conv2d_with_reduction fprop_1x14x14x1024_14x14_256x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 1421336162 3796154296 1159201466 1707831674
|
||||
conv2d_with_reduction fprop_1x14x14x1024_14x14_256x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 1421336162 3796154296 1159201466 1707831674
|
||||
conv2d_with_reduction fprop_1x14x14x1024_7x7_2048x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 1421336162 1168268462 715002355 3410506082
|
||||
conv2d_with_reduction fprop_1x14x14x1024_7x7_2048x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 1421336162 1168268462 715002355 3410506082
|
||||
conv2d_with_reduction fprop_1x14x14x1024_7x7_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 1421336162 887849976 760086468 3430817166
|
||||
conv2d_with_reduction fprop_1x14x14x1024_7x7_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 1421336162 887849976 760086468 3430817166
|
||||
conv2d_with_reduction fprop_1x7x7x512_7x7_512x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 2237641409 718873845 760086468 4057506865
|
||||
conv2d_with_reduction fprop_1x7x7x512_7x7_512x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 2237641409 718873845 760086468 1139160912
|
||||
conv2d_with_reduction fprop_1x7x7x512_7x7_2048x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 2237641409 1971906017 715002355 3080563386
|
||||
conv2d_with_reduction fprop_1x7x7x512_7x7_2048x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 2237641409 1971906017 715002355 3080563386
|
||||
conv2d_with_reduction fprop_1x7x7x2048_7x7_512x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 4108139691 1971906017 760086468 1857427510
|
||||
conv2d_with_reduction fprop_1x7x7x2048_7x7_512x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 4108139691 1971906017 760086468 1857427510
|
||||
conv2d_with_reduction fprop_1x124x224x96_229x129_24x7x7_pad_h3w3_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 2475183841 2416021807 2396614489 2728011042
|
||||
conv2d_with_reduction fprop_1x124x224x96_229x129_24x7x7_pad_h3w3_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 2475183841 2416021807 2396614489 48736270
|
||||
conv2d_with_reduction fprop_1x233x35x48_233x35_24x7x5_pad_h3w2_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 835429033 3252222904 812624363 3532893716
|
||||
conv2d_with_reduction fprop_1x233x35x48_233x35_24x7x5_pad_h3w2_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_hnhwc_f_f 835429033 3252222904 812624363 385208528
|
||||
conv2d_with_reduction fprop_1x17x11x288_17x11_160x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha2_beta2 hnhwc_hnhwc_hnhwc_f_f 83915378 2330495260 877009950 1683572655
|
||||
conv3d wgrad_1x1x3x3x8_13x3_8x1x1_pad_d0h0w0_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 260402488 3429884614 1585402383 833795101
|
||||
conv3d wgrad_1x1x3x3x8_13x3_8x1x1_pad_d0h0w0_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 260402488 3429884614 1585402383 833795101
|
||||
conv3d wgrad_1x1x1x8x8_33x8_8x1x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 3289763692 3767246007 1919973277 3027845106
|
||||
conv3d wgrad_1x1x1x8x8_33x8_8x1x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 3289763692 3767246007 1919973277 3438501812
|
||||
conv3d wgrad_1x8x8x8x8_88x8_8x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 2160711118 237996982 3097125139 3385458653
|
||||
conv3d wgrad_1x8x8x8x8_88x8_8x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 2160711118 237996982 3097125139 4067030004
|
||||
conv3d wgrad_1x16x16x16x8_1616x16_8x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 4101517777 2117188192 3097125139 2362430426
|
||||
conv3d wgrad_1x16x16x16x8_1616x16_8x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 4101517777 2117188192 3097125139 232096215
|
||||
conv3d wgrad_1x1x15x19x160_113x14_224x3x6_pad_d0h0w0_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 2925080861 1932218676 4010744414 1482409913
|
||||
conv3d wgrad_1x1x15x19x160_113x14_224x3x6_pad_d0h0w0_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 2925080861 1932218676 4010744414 3679067567
|
||||
conv3d wgrad_1x2x1x1x8_11x1_8x1x1_pad_d0h0w0_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 2490670429 1753332435 375701898 2590121240
|
||||
conv3d wgrad_1x2x1x1x8_11x1_8x1x1_pad_d0h0w0_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 2490670429 1753332435 375701898 1128734185
|
||||
conv3d wgrad_1x1x7x7x8_15x5_16x3x3_pad_d0h0w0_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 2588182096 66500551 2381193183 2086127414
|
||||
conv3d wgrad_1x1x7x7x8_15x5_16x3x3_pad_d0h0w0_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 2588182096 66500551 2381193183 1043269053
|
||||
conv3d wgrad_1x11x15x19x64_1215x20_32x3x6_pad_d1h1w3_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 2938214523 2512139560 1761528323 1783334553
|
||||
conv3d wgrad_1x11x15x19x64_1215x20_32x3x6_pad_d1h1w3_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 2938214523 2512139560 1761528323 1179670460
|
||||
conv3d wgrad_1x32x32x32x16_1616x16_32x2x2_pad_d0h0w0_stride_d2h2w2_dil_d1h1w1_corr_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 795080053 2455664422 3608965793 765434198
|
||||
conv3d wgrad_1x32x32x32x16_1616x16_32x2x2_pad_d0h0w0_stride_d2h2w2_dil_d1h1w1_conv_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 795080053 2455664422 3608965793 188802405
|
||||
conv3d wgrad_1x16x16x16x32_1616x16_32x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 795080053 790945652 2636428043 693887212
|
||||
conv3d wgrad_1x16x16x16x32_1616x16_32x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 795080053 790945652 2636428043 384409630
|
||||
conv3d wgrad_1x16x16x16x32_88x8_64x2x2_pad_d0h0w0_stride_d2h2w2_dil_d1h1w1_corr_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 4101517777 790945652 843165254 3460165373
|
||||
conv3d wgrad_1x16x16x16x32_88x8_64x2x2_pad_d0h0w0_stride_d2h2w2_dil_d1h1w1_conv_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 4101517777 790945652 843165254 3773819495
|
||||
conv3d wgrad_1x8x8x8x64_88x8_64x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 4101517777 2117188192 3823648244 533514635
|
||||
conv3d wgrad_1x8x8x8x64_88x8_64x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 4101517777 2117188192 3823648244 1741504291
|
||||
conv3d wgrad_1x8x8x8x64_44x4_128x2x2_pad_d0h0w0_stride_d2h2w2_dil_d1h1w1_corr_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 1247243134 2117188192 2396130566 737907007
|
||||
conv3d wgrad_1x8x8x8x64_44x4_128x2x2_pad_d0h0w0_stride_d2h2w2_dil_d1h1w1_conv_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 1247243134 2117188192 2396130566 2545563286
|
||||
conv3d wgrad_1x4x4x4x128_44x4_128x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 1247243134 1323666964 3626031696 399985743
|
||||
conv3d wgrad_1x4x4x4x128_44x4_128x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 1247243134 1323666964 3626031696 2555400535
|
||||
conv3d wgrad_1x8x8x8x128_88x8_128x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 796662877 2017705694 3626031696 2729880203
|
||||
conv3d wgrad_1x8x8x8x128_88x8_128x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 796662877 2017705694 3626031696 2506274387
|
||||
conv3d wgrad_1x16x16x16x64_1616x16_64x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 1092746437 2070552692 3823648244 244959174
|
||||
conv3d wgrad_1x16x16x16x64_1616x16_64x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 1092746437 2070552692 3823648244 488179326
|
||||
conv3d wgrad_1x32x32x32x16_1616x16_64x2x2_pad_d0h0w0_stride_d2h2w2_dil_d1h1w1_corr_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 1092746437 2455664422 357908110 1536430798
|
||||
conv3d wgrad_1x32x32x32x16_1616x16_64x2x2_pad_d0h0w0_stride_d2h2w2_dil_d1h1w1_conv_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 1092746437 2455664422 357908110 943604539
|
||||
conv3d wgrad_1x16x16x16x32_88x8_128x2x2_pad_d0h0w0_stride_d2h2w2_dil_d1h1w1_corr_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 796662877 790945652 4105258568 2484072263
|
||||
conv3d wgrad_1x16x16x16x32_88x8_128x2x2_pad_d0h0w0_stride_d2h2w2_dil_d1h1w1_conv_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 796662877 790945652 4105258568 1264798027
|
||||
conv3d wgrad_1x8x8x8x32_66x6_32x3x3_pad_d0h0w0_stride_d1h1w1_dil_d1h1w1_corr_alpha2_beta2 hndhwc_hndhwc_fndhwc_f_f 3757300649 1729998821 2636428043 857756936
|
||||
@ -0,0 +1,283 @@
|
||||
conv2d fprop_1x1x1x8_3x3_8x1x1_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 542905940 1152388039 486967919 3706990238
|
||||
conv2d fprop_1x1x1x8_3x3_8x1x1_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 542905940 1152388039 486967919 3706990238
|
||||
conv2d fprop_1x1x8x8_3x8_8x1x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1585175937 2411745115 1919973277 506127908
|
||||
conv2d fprop_1x1x8x8_3x8_8x1x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1585175937 2411745115 1919973277 2193864160
|
||||
conv2d fprop_1x7x8x8_7x8_8x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2793112873 4021016722 1911021900 3872812830
|
||||
conv2d fprop_1x7x8x8_7x8_8x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2793112873 4021016722 1911021900 2445012180
|
||||
conv2d fprop_1x7x9x8_6x8_8x4x4_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3892602751 3987447721 2963892063 3556328678
|
||||
conv2d fprop_1x7x9x8_6x8_8x4x4_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3892602751 3987447721 2963892063 2088376980
|
||||
conv2d fprop_2x7x9x8_5x7_8x5x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1647798936 1986983586 3862463878 498933688
|
||||
conv2d fprop_2x7x9x8_5x7_8x5x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1647798936 1986983586 3862463878 2581533408
|
||||
conv2d fprop_3x7x9x8_4x7_8x6x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 664571366 3844983048 373331791 3515334098
|
||||
conv2d fprop_3x7x9x8_4x7_8x6x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 664571366 3844983048 373331791 2566159340
|
||||
conv2d fprop_3x7x9x8_4x6_8x6x6_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 664571366 741820436 2695215306 4235633178
|
||||
conv2d fprop_3x7x9x8_4x6_8x6x6_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 664571366 741820436 2695215306 815310604
|
||||
conv2d fprop_3x7x9x8_3x5_8x7x7_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 664571366 2188679282 2132201986 1043483661
|
||||
conv2d fprop_3x7x9x8_3x5_8x7x7_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 664571366 2188679282 2132201986 2172013863
|
||||
conv2d fprop_1x11x7x8_6x4_8x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3376807219 1152388039 1919973277 1836150764
|
||||
conv2d fprop_1x11x7x8_6x4_8x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3376807219 1152388039 1919973277 1836150764
|
||||
conv2d fprop_1x11x7x8_6x4_8x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3376807219 4021016722 1919973277 3537245111
|
||||
conv2d fprop_1x11x7x8_6x4_8x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3376807219 4021016722 1919973277 1166347001
|
||||
conv2d fprop_1x13x11x8_8x7_8x1x1_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3708184432 1152388039 1911021900 4188669650
|
||||
conv2d fprop_1x13x11x8_8x7_8x1x1_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3708184432 1152388039 1911021900 4188669650
|
||||
conv2d fprop_1x17x19x8_9x10_16x2x2_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3793481427 2784674253 5067603 3709403009
|
||||
conv2d fprop_1x17x19x8_9x10_16x2x2_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3793481427 2784674253 5067603 3666537740
|
||||
conv2d fprop_1x23x5x8_12x3_16x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 724504571 866495443 2695215306 2273666993
|
||||
conv2d fprop_1x23x5x8_12x3_16x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 724504571 866495443 2695215306 3277012289
|
||||
conv2d fprop_1x13x17x8_6x8_24x3x3_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3696992523 2499748007 2381193183 4256475381
|
||||
conv2d fprop_1x13x17x8_6x8_24x3x3_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3696992523 2499748007 2381193183 868016148
|
||||
conv2d fprop_1x23x21x8_8x7_24x3x3_pad_h1w1_stride_h3w3_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3999848747 2499748007 1038140209 3720347250
|
||||
conv2d fprop_1x23x21x8_8x7_24x3x3_pad_h1w1_stride_h3w3_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3999848747 2499748007 1038140209 3079806253
|
||||
conv2d fprop_1x20x24x8_8x10_40x3x3_pad_h3w3_stride_h3w3_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1193090006 2131084833 720746870 1441382904
|
||||
conv2d fprop_1x20x24x8_8x10_40x3x3_pad_h3w3_stride_h3w3_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1193090006 2131084833 720746870 2400159337
|
||||
conv2d fprop_1x15x19x160_15x19_224x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3123356211 67170595 2290618404 1832291434
|
||||
conv2d fprop_1x15x19x160_15x19_224x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3123356211 67170595 2290618404 1832291434
|
||||
conv2d fprop_1x19x37x160_10x19_224x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 374093114 3867270480 2959096809 3957922181
|
||||
conv2d fprop_1x19x37x160_10x19_224x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 374093114 3867270480 2959096809 855145836
|
||||
conv2d fprop_1x16x16x160_17x16_224x2x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3983093985 3903005020 613201518 1067564721
|
||||
conv2d fprop_1x16x16x160_17x16_224x2x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3983093985 3903005020 613201518 3116342099
|
||||
conv2d fprop_1x23x21x128_23x21_224x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3167361585 764195688 167104692 3451521719
|
||||
conv2d fprop_1x23x21x128_23x21_224x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3167361585 764195688 167104692 2267030515
|
||||
conv2d fprop_1x29x37x160_29x37_224x5x5_pad_h2w2_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2514717945 2683853778 2557576548 3978291544
|
||||
conv2d fprop_1x29x37x160_29x37_224x5x5_pad_h2w2_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2514717945 2683853778 2557576548 2608287914
|
||||
conv2d fprop_1x15x19x40_15x19_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1072544153 768805504 1993107524 2984226313
|
||||
conv2d fprop_1x15x19x40_15x19_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1072544153 768805504 1993107524 3008259681
|
||||
conv2d fprop_1x16x24x72_16x24_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3875284691 1195875134 1041989393 1900995663
|
||||
conv2d fprop_1x16x24x72_16x24_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3875284691 1195875134 1041989393 392783151
|
||||
conv2d fprop_1x13x16x288_7x8_160x5x5_pad_h2w2_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3179965682 1961598694 1222599802 2151043714
|
||||
conv2d fprop_1x13x16x288_7x8_160x5x5_pad_h2w2_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3179965682 1961598694 1222599802 1013916354
|
||||
conv2d fprop_1x55x51x256_28x26_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2615784276 3832095556 1454859747 958765281
|
||||
conv2d fprop_1x55x51x256_28x26_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2615784276 3832095556 1454859747 958765281
|
||||
conv2d fprop_1x71x80x32_36x40_64x5x5_pad_h2w2_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 674692187 808380753 1933240382 879488563
|
||||
conv2d fprop_1x71x80x32_36x40_64x5x5_pad_h2w2_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 674692187 808380753 1933240382 1399508988
|
||||
conv2d fprop_1x224x224x8_112x112_64x7x7_pad_h3w3_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 961566038 2529610490 1966904362 1818870269
|
||||
conv2d fprop_1x224x224x8_112x112_64x7x7_pad_h3w3_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 961566038 2529610490 1966904362 2484388308
|
||||
conv2d fprop_1x27x23x256_9x7_512x3x3_pad_h0w0_stride_h3w3_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3562503578 4021646304 3426919182 4130346493
|
||||
conv2d fprop_1x27x23x256_9x7_512x3x3_pad_h0w0_stride_h3w3_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3562503578 4021646304 3426919182 3486420438
|
||||
conv2d fprop_1x27x31x256_12x11_512x3x3_pad_h5w7_stride_h3w4_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1144321310 4021646304 4185476157 964986272
|
||||
conv2d fprop_1x27x31x256_12x11_512x3x3_pad_h5w7_stride_h3w4_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1144321310 4021646304 4185476157 1800819557
|
||||
conv2d fprop_1x27x35x256_15x9_512x7x5_pad_h11w7_stride_h3w5_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3153402236 2244058322 623381239 4197612113
|
||||
conv2d fprop_1x27x35x256_15x9_512x7x5_pad_h11w7_stride_h3w5_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3153402236 2244058322 623381239 2816226027
|
||||
conv2d fprop_1x27x27x256_27x14_512x3x3_pad_h1w1_stride_h1w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3356996599 4021646304 748585111 438913488
|
||||
conv2d fprop_1x27x27x256_27x14_512x3x3_pad_h1w1_stride_h1w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3356996599 4021646304 748585111 2812015344
|
||||
conv2d fprop_1x27x27x256_14x27_512x3x3_pad_h1w1_stride_h2w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3356996599 4021646304 748585111 307241203
|
||||
conv2d fprop_1x27x27x256_14x27_512x3x3_pad_h1w1_stride_h2w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3356996599 4021646304 748585111 3413043496
|
||||
conv2d fprop_3x28x28x256_14x14_256x2x2_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 4047780986 3796154296 3933470176 2042558105
|
||||
conv2d fprop_3x28x28x256_14x14_256x2x2_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 4047780986 3796154296 3933470176 2082898655
|
||||
conv2d fprop_1x32x32x16_6x16_32x3x3_pad_h1w1_stride_h6w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 4196208609 640419443 3879567407 3126196765
|
||||
conv2d fprop_1x32x32x16_6x16_32x3x3_pad_h1w1_stride_h6w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 4196208609 640419443 3879567407 370340580
|
||||
conv2d fprop_32x24x32x32_24x31_32x1x2_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1494714374 785253250 1954437668 16145912
|
||||
conv2d fprop_32x24x32x32_24x31_32x1x2_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1494714374 785253250 1954437668 352471766
|
||||
conv2d fprop_4x4x5x128_3x3_256x3x6_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 4104811786 417350231 2268084635 3829320356
|
||||
conv2d fprop_4x4x5x128_3x3_256x3x6_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 4104811786 417350231 2268084635 3317921115
|
||||
conv2d fprop_4x2x3x256_1x1_328x3x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3747780903 2173099720 1217977439 3831700802
|
||||
conv2d fprop_4x2x3x256_1x1_328x3x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3747780903 2173099720 1217977439 2066501805
|
||||
conv2d fprop_1x124x224x96_229x129_24x7x7_pad_h3w3_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2475183841 2416021807 90427526 3879607464
|
||||
conv2d fprop_1x124x224x96_229x129_24x7x7_pad_h3w3_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2475183841 2416021807 90427526 3914420497
|
||||
conv2d fprop_1x233x35x48_233x35_24x7x5_pad_h3w2_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 835429033 3252222904 934864596 2610068735
|
||||
conv2d fprop_1x233x35x48_233x35_24x7x5_pad_h3w2_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 835429033 3252222904 934864596 4160630405
|
||||
conv2d fprop_1x17x11x288_17x11_160x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha2_beta2 hnhwc_hnhwc_fnhwc_f_f 83915378 2330495260 722450442 220865236
|
||||
conv2d dgrad_1x1x1x8_3x3_8x1x1_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 558763846 1152388039 1036082506 2004021933
|
||||
conv2d dgrad_1x1x1x8_3x3_8x1x1_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 558763846 1152388039 1036082506 2004021933
|
||||
conv2d dgrad_1x1x8x8_3x8_8x1x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2125023038 2411745115 1585402383 692064357
|
||||
conv2d dgrad_1x1x8x8_3x8_8x1x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2125023038 2411745115 1585402383 3191762167
|
||||
conv2d dgrad_1x7x8x8_7x8_8x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2793112873 4021016722 1911021900 2493803192
|
||||
conv2d dgrad_1x7x8x8_7x8_8x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2793112873 4021016722 1911021900 2915688271
|
||||
conv2d dgrad_1x7x9x8_6x8_8x4x4_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 390767101 3987447721 311726682 356690874
|
||||
conv2d dgrad_1x7x9x8_6x8_8x4x4_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 390767101 3987447721 311726682 3600277581
|
||||
conv2d dgrad_2x7x9x8_5x7_8x5x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2346452629 1986983586 1898068767 1480022038
|
||||
conv2d dgrad_2x7x9x8_5x7_8x5x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2346452629 1986983586 1898068767 1482170634
|
||||
conv2d dgrad_3x7x9x8_4x7_8x6x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 695385844 3844983048 3628298618 1684782062
|
||||
conv2d dgrad_3x7x9x8_4x7_8x6x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 695385844 3844983048 3628298618 1312771437
|
||||
conv2d dgrad_3x7x9x8_4x6_8x6x6_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 118714643 741820436 3628298618 3927854537
|
||||
conv2d dgrad_3x7x9x8_4x6_8x6x6_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 118714643 741820436 3628298618 3753859236
|
||||
conv2d dgrad_3x7x9x8_3x5_8x7x7_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2078642274 2188679282 3628298618 331956491
|
||||
conv2d dgrad_3x7x9x8_3x5_8x7x7_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2078642274 2188679282 3628298618 3514953364
|
||||
conv2d dgrad_1x15x19x160_15x19_224x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1371340519 67170595 1307969125 1500995359
|
||||
conv2d dgrad_1x15x19x160_15x19_224x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1371340519 67170595 1307969125 1500995359
|
||||
conv2d dgrad_1x16x16x160_17x16_224x2x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2815270590 3903005020 1541598000 4224357357
|
||||
conv2d dgrad_1x16x16x160_17x16_224x2x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2815270590 3903005020 1541598000 1962390570
|
||||
conv2d dgrad_1x23x21x128_23x21_224x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2371881721 764195688 2813830197 3377586111
|
||||
conv2d dgrad_1x23x21x128_23x21_224x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2371881721 764195688 2813830197 1315372741
|
||||
conv2d dgrad_1x29x37x160_29x37_224x5x5_pad_h2w2_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2314925659 2683853778 2983167436 324191835
|
||||
conv2d dgrad_1x29x37x160_29x37_224x5x5_pad_h2w2_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2314925659 2683853778 2983167436 1085373547
|
||||
conv2d dgrad_1x15x19x40_15x19_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1327011661 768805504 3823519277 1916712483
|
||||
conv2d dgrad_1x15x19x40_15x19_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1327011661 768805504 3823519277 1584393587
|
||||
conv2d dgrad_1x16x24x72_16x24_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2223985070 1195875134 2636428043 1173364286
|
||||
conv2d dgrad_1x16x24x72_16x24_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2223985070 1195875134 2636428043 4109782860
|
||||
conv2d dgrad_32x24x32x32_24x31_32x1x2_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2519843766 785253250 2351024902 3316943078
|
||||
conv2d dgrad_32x24x32x32_24x31_32x1x2_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2519843766 785253250 2351024902 1065622134
|
||||
conv2d dgrad_4x4x5x128_3x3_256x3x6_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 4232110637 417350231 2574042419 294608043
|
||||
conv2d dgrad_4x4x5x128_3x3_256x3x6_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 4232110637 417350231 2574042419 491435109
|
||||
conv2d dgrad_4x2x3x256_1x1_328x3x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3630316758 2173099720 3438778114 3788164138
|
||||
conv2d dgrad_4x2x3x256_1x1_328x3x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3630316758 2173099720 3438778114 2104210385
|
||||
conv2d dgrad_1x124x224x96_229x129_24x7x7_pad_h3w3_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 866609547 2416021807 2145192778 2640510765
|
||||
conv2d dgrad_1x124x224x96_229x129_24x7x7_pad_h3w3_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 866609547 2416021807 2145192778 2748647248
|
||||
conv2d dgrad_1x233x35x48_233x35_24x7x5_pad_h3w2_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2538496988 3252222904 535024815 169162784
|
||||
conv2d dgrad_1x233x35x48_233x35_24x7x5_pad_h3w2_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2538496988 3252222904 535024815 3841086721
|
||||
conv2d dgrad_1x17x11x288_17x11_160x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha2_beta2 hnhwc_hnhwc_fnhwc_f_f 2329920945 2330495260 1682007569 215965178
|
||||
conv2d wgrad_1x1x1x8_3x3_8x1x1_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 558763846 3282100285 1585402383 820104967
|
||||
conv2d wgrad_1x1x1x8_3x3_8x1x1_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 558763846 3282100285 1585402383 820104967
|
||||
conv2d wgrad_1x1x8x8_3x8_8x1x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2125023038 1152388039 1919973277 4103626856
|
||||
conv2d wgrad_1x1x8x8_3x8_8x1x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2125023038 1152388039 1919973277 4164492975
|
||||
conv2d wgrad_1x7x8x8_7x8_8x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2793112873 2527774459 2695215306 1519678771
|
||||
conv2d wgrad_1x7x8x8_7x8_8x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2793112873 2527774459 2695215306 4056436284
|
||||
conv2d wgrad_1x7x9x8_6x8_8x4x4_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 390767101 3488761154 1737428004 2359527095
|
||||
conv2d wgrad_1x7x9x8_6x8_8x4x4_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 390767101 3488761154 1737428004 2240340004
|
||||
conv2d wgrad_2x7x9x8_5x7_8x5x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2346452629 2242491745 475190714 3363555017
|
||||
conv2d wgrad_2x7x9x8_5x7_8x5x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2346452629 2242491745 475190714 2240937477
|
||||
conv2d wgrad_3x7x9x8_4x7_8x6x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 695385844 1231166805 3030543492 1587793687
|
||||
conv2d wgrad_3x7x9x8_4x7_8x6x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 695385844 1231166805 3030543492 4129044530
|
||||
conv2d wgrad_3x7x9x8_4x6_8x6x6_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 118714643 1231166805 3002932066 1436246794
|
||||
conv2d wgrad_3x7x9x8_4x6_8x6x6_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 118714643 1231166805 3002932066 2860692730
|
||||
conv2d wgrad_3x7x9x8_3x5_8x7x7_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2078642274 1231166805 2704246666 3831504826
|
||||
conv2d wgrad_3x7x9x8_3x5_8x7x7_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2078642274 1231166805 2704246666 932276705
|
||||
conv2d wgrad_1x11x7x8_6x4_8x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2125023038 3952246738 1585402383 584217576
|
||||
conv2d wgrad_1x11x7x8_6x4_8x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2125023038 3952246738 1585402383 584217576
|
||||
conv2d wgrad_1x11x7x8_6x4_8x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2125023038 3952246738 2695215306 644274899
|
||||
conv2d wgrad_1x11x7x8_6x4_8x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2125023038 3952246738 2695215306 2070383610
|
||||
conv2d wgrad_1x13x11x8_8x7_8x1x1_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2793112873 3269716347 1585402383 2091838742
|
||||
conv2d wgrad_1x13x11x8_8x7_8x1x1_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2793112873 3269716347 1585402383 2091838742
|
||||
conv2d wgrad_1x17x19x8_9x10_16x2x2_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 624119942 2208297031 3036494114 1391639360
|
||||
conv2d wgrad_1x17x19x8_9x10_16x2x2_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 624119942 2208297031 3036494114 2853291206
|
||||
conv2d wgrad_1x23x5x8_12x3_16x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 118714643 3638907161 2381193183 4076043307
|
||||
conv2d wgrad_1x23x5x8_12x3_16x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 118714643 3638907161 2381193183 162466399
|
||||
conv2d wgrad_1x13x17x8_6x8_24x3x3_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3912955093 1748311260 3097125139 1760368998
|
||||
conv2d wgrad_1x13x17x8_6x8_24x3x3_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3912955093 1748311260 3097125139 370487040
|
||||
conv2d wgrad_1x23x21x8_8x7_24x3x3_pad_h1w1_stride_h3w3_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2380180646 950177617 3097125139 2441672462
|
||||
conv2d wgrad_1x23x21x8_8x7_24x3x3_pad_h1w1_stride_h3w3_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2380180646 950177617 3097125139 4093130692
|
||||
conv2d wgrad_1x20x24x8_8x10_40x3x3_pad_h3w3_stride_h3w3_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 4197955097 3223936144 3268227320 3407045986
|
||||
conv2d wgrad_1x20x24x8_8x10_40x3x3_pad_h3w3_stride_h3w3_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 4197955097 3223936144 3268227320 3327506975
|
||||
conv2d wgrad_1x15x19x160_15x19_224x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1371340519 2413111238 4020828414 3782469663
|
||||
conv2d wgrad_1x15x19x160_15x19_224x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1371340519 2413111238 4020828414 3782469663
|
||||
conv2d wgrad_1x19x37x160_10x19_224x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 4064585156 1849062825 2621782130 1997835815
|
||||
conv2d wgrad_1x19x37x160_10x19_224x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 4064585156 1849062825 2621782130 2176605786
|
||||
conv2d wgrad_1x16x16x160_17x16_224x2x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2815270590 1028019427 3062073018 1532225578
|
||||
conv2d wgrad_1x16x16x160_17x16_224x2x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2815270590 1028019427 3062073018 3175924537
|
||||
conv2d wgrad_1x23x21x128_23x21_224x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2371881721 665408258 4119019906 3070068838
|
||||
conv2d wgrad_1x23x21x128_23x21_224x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2371881721 665408258 4119019906 4095170522
|
||||
conv2d wgrad_1x29x37x160_29x37_224x5x5_pad_h2w2_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2314925659 1329921014 2730633195 1859011130
|
||||
conv2d wgrad_1x29x37x160_29x37_224x5x5_pad_h2w2_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2314925659 1329921014 2730633195 1829382848
|
||||
conv2d wgrad_1x15x19x40_15x19_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1327011661 654394569 180842421 456267566
|
||||
conv2d wgrad_1x15x19x40_15x19_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1327011661 654394569 180842421 4065629708
|
||||
conv2d wgrad_1x16x24x72_16x24_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2223985070 792561864 3949436648 2346117136
|
||||
conv2d wgrad_1x16x24x72_16x24_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2223985070 792561864 3949436648 3375703263
|
||||
conv2d wgrad_1x13x16x288_7x8_160x5x5_pad_h2w2_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1663038387 2182213461 3596813277 2680766255
|
||||
conv2d wgrad_1x13x16x288_7x8_160x5x5_pad_h2w2_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1663038387 2182213461 3596813277 819444109
|
||||
conv2d wgrad_1x55x51x256_28x26_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2518156720 4284293314 3730143675 2330242371
|
||||
conv2d wgrad_1x55x51x256_28x26_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2518156720 4284293314 3730143675 2330242371
|
||||
conv2d wgrad_1x71x80x32_36x40_64x5x5_pad_h2w2_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1153452126 1488124595 3162712336 2186928678
|
||||
conv2d wgrad_1x71x80x32_36x40_64x5x5_pad_h2w2_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1153452126 1488124595 3162712336 4038147074
|
||||
conv2d wgrad_1x224x224x8_112x112_64x7x7_pad_h3w3_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3557673531 1324698024 1813717058 1491574211
|
||||
conv2d wgrad_1x224x224x8_112x112_64x7x7_pad_h3w3_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3557673531 1324698024 1813717058 664642450
|
||||
conv2d wgrad_1x27x23x256_9x7_512x3x3_pad_h0w0_stride_h3w3_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3373735934 1617738198 2081693980 1691976762
|
||||
conv2d wgrad_1x27x23x256_9x7_512x3x3_pad_h0w0_stride_h3w3_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3373735934 1617738198 2081693980 1352928468
|
||||
conv2d wgrad_1x27x31x256_12x11_512x3x3_pad_h5w7_stride_h3w4_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1883441731 169231440 2081693980 4154079864
|
||||
conv2d wgrad_1x27x31x256_12x11_512x3x3_pad_h5w7_stride_h3w4_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1883441731 169231440 2081693980 49240552
|
||||
conv2d wgrad_1x27x35x256_15x9_512x7x5_pad_h11w7_stride_h3w5_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2212544074 1111691860 1000406280 1708014479
|
||||
conv2d wgrad_1x27x35x256_15x9_512x7x5_pad_h11w7_stride_h3w5_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2212544074 1111691860 1000406280 2976393539
|
||||
conv2d wgrad_1x27x27x256_27x14_512x3x3_pad_h1w1_stride_h1w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 841696772 3782006390 2081693980 141423768
|
||||
conv2d wgrad_1x27x27x256_27x14_512x3x3_pad_h1w1_stride_h1w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 841696772 3782006390 2081693980 1807012226
|
||||
conv2d wgrad_1x27x27x256_14x27_512x3x3_pad_h1w1_stride_h2w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 841696772 3782006390 2081693980 4065587708
|
||||
conv2d wgrad_1x27x27x256_14x27_512x3x3_pad_h1w1_stride_h2w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 841696772 3782006390 2081693980 3621154478
|
||||
conv2d wgrad_3x28x28x256_14x14_256x2x2_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3869576724 4018387624 2099843274 3166971951
|
||||
conv2d wgrad_3x28x28x256_14x14_256x2x2_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3869576724 4018387624 2099843274 710495809
|
||||
conv2d wgrad_1x32x32x16_6x16_32x3x3_pad_h1w1_stride_h6w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2106265431 1007447386 3357056235 3446932548
|
||||
conv2d wgrad_1x32x32x16_6x16_32x3x3_pad_h1w1_stride_h6w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2106265431 1007447386 3357056235 344178277
|
||||
conv2d wgrad_32x24x32x32_24x31_32x1x2_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2519843766 4040055257 852881505 1633246355
|
||||
conv2d wgrad_32x24x32x32_24x31_32x1x2_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2519843766 4040055257 852881505 778858244
|
||||
conv2d wgrad_4x4x5x128_3x3_256x3x6_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 4232110637 428926092 1217669626 1090782686
|
||||
conv2d wgrad_4x4x5x128_3x3_256x3x6_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 4232110637 428926092 1217669626 1523455590
|
||||
conv2d wgrad_4x2x3x256_1x1_328x3x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3630316758 1787889194 2989357662 3134613422
|
||||
conv2d wgrad_4x2x3x256_1x1_328x3x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3630316758 1787889194 2989357662 1158845444
|
||||
conv2d wgrad_1x124x224x96_229x129_24x7x7_pad_h3w3_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 866609547 857847029 3333097025 3239572160
|
||||
conv2d wgrad_1x124x224x96_229x129_24x7x7_pad_h3w3_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 866609547 857847029 3333097025 2436320376
|
||||
conv2d wgrad_1x233x35x48_233x35_24x7x5_pad_h3w2_stride_h1w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2538496988 3294874067 3443985888 4083335585
|
||||
conv2d wgrad_1x233x35x48_233x35_24x7x5_pad_h3w2_stride_h1w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2538496988 3294874067 3443985888 3302917564
|
||||
conv2d wgrad_1x17x11x288_17x11_160x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha2_beta2 hnhwc_hnhwc_fnhwc_f_f 2329920945 531242570 422976060 2227466455
|
||||
conv2d wgrad_1x4x4x12_1x1_8x3x3_pad_h0w0_stride_h3w3_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 542905940 2411745115 1138813722 1312614816
|
||||
conv2d wgrad_1x4x4x12_1x1_8x3x3_pad_h0w0_stride_h3w3_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 542905940 2411745115 1138813722 4095449788
|
||||
conv2d dgrad_1x11x7x8_6x4_8x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2125023038 1152388039 2564029204 3847371704
|
||||
conv2d dgrad_1x11x7x8_6x4_8x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2125023038 1152388039 2564029204 3847371704
|
||||
conv2d dgrad_1x11x7x8_6x4_8x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2125023038 4021016722 2564029204 2275490218
|
||||
conv2d dgrad_1x11x7x8_6x4_8x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2125023038 4021016722 2564029204 2132854116
|
||||
conv2d dgrad_1x13x11x8_8x7_8x1x1_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2793112873 1152388039 1676221042 3084298807
|
||||
conv2d dgrad_1x13x11x8_8x7_8x1x1_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2793112873 1152388039 1676221042 3084298807
|
||||
conv2d dgrad_1x17x19x8_9x10_16x2x2_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 624119942 2784674253 191365871 3758840577
|
||||
conv2d dgrad_1x17x19x8_9x10_16x2x2_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 624119942 2784674253 191365871 201424948
|
||||
conv2d dgrad_1x23x5x8_12x3_16x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 118714643 866495443 4038686961 1705939247
|
||||
conv2d dgrad_1x23x5x8_12x3_16x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 118714643 866495443 4038686961 2657530738
|
||||
conv2d dgrad_1x13x17x8_6x8_24x3x3_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3912955093 2499748007 688732356 3362895769
|
||||
conv2d dgrad_1x13x17x8_6x8_24x3x3_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3912955093 2499748007 688732356 4133050271
|
||||
conv2d dgrad_1x23x21x8_8x7_24x3x3_pad_h1w1_stride_h3w3_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2380180646 2499748007 3810393490 1868454698
|
||||
conv2d dgrad_1x23x21x8_8x7_24x3x3_pad_h1w1_stride_h3w3_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2380180646 2499748007 3810393490 4121127243
|
||||
conv2d dgrad_1x20x24x8_8x10_40x3x3_pad_h3w3_stride_h3w3_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 4197955097 2131084833 2598385656 2382857802
|
||||
conv2d dgrad_1x20x24x8_8x10_40x3x3_pad_h3w3_stride_h3w3_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 4197955097 2131084833 2598385656 3397661960
|
||||
conv2d dgrad_1x19x37x160_10x19_224x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 4064585156 3867270480 2925287275 2208597029
|
||||
conv2d dgrad_1x19x37x160_10x19_224x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 4064585156 3867270480 2925287275 2274812992
|
||||
conv2d dgrad_1x13x16x288_7x8_160x5x5_pad_h2w2_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1663038387 1961598694 1379168514 1077915308
|
||||
conv2d dgrad_1x13x16x288_7x8_160x5x5_pad_h2w2_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1663038387 1961598694 1379168514 397243715
|
||||
conv2d dgrad_1x55x51x256_28x26_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2518156720 3832095556 2917865891 4107392040
|
||||
conv2d dgrad_1x55x51x256_28x26_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2518156720 3832095556 2917865891 4107392040
|
||||
conv2d dgrad_1x71x80x32_36x40_64x5x5_pad_h2w2_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1153452126 808380753 3243383160 254649230
|
||||
conv2d dgrad_1x71x80x32_36x40_64x5x5_pad_h2w2_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1153452126 808380753 3243383160 1326012988
|
||||
conv2d dgrad_1x224x224x8_112x112_64x7x7_pad_h3w3_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3557673531 2529610490 78092922 937037280
|
||||
conv2d dgrad_1x224x224x8_112x112_64x7x7_pad_h3w3_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3557673531 2529610490 78092922 1858025388
|
||||
conv2d dgrad_1x27x23x256_9x7_512x3x3_pad_h0w0_stride_h3w3_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3373735934 4021646304 2515450069 981269351
|
||||
conv2d dgrad_1x27x23x256_9x7_512x3x3_pad_h0w0_stride_h3w3_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3373735934 4021646304 2515450069 1054201594
|
||||
conv2d dgrad_1x27x31x256_12x11_512x3x3_pad_h5w7_stride_h3w4_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1883441731 4021646304 2499255921 2519894620
|
||||
conv2d dgrad_1x27x31x256_12x11_512x3x3_pad_h5w7_stride_h3w4_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 1883441731 4021646304 2499255921 779628000
|
||||
conv2d dgrad_1x27x35x256_15x9_512x7x5_pad_h11w7_stride_h3w5_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2212544074 2244058322 2208482181 1483418711
|
||||
conv2d dgrad_1x27x35x256_15x9_512x7x5_pad_h11w7_stride_h3w5_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2212544074 2244058322 2208482181 4167030585
|
||||
conv2d dgrad_1x27x27x256_27x14_512x3x3_pad_h1w1_stride_h1w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 841696772 4021646304 3459396734 456980924
|
||||
conv2d dgrad_1x27x27x256_27x14_512x3x3_pad_h1w1_stride_h1w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 841696772 4021646304 3459396734 2013696151
|
||||
conv2d dgrad_1x27x27x256_14x27_512x3x3_pad_h1w1_stride_h2w1_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 841696772 4021646304 3459396734 3583381428
|
||||
conv2d dgrad_1x27x27x256_14x27_512x3x3_pad_h1w1_stride_h2w1_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 841696772 4021646304 3459396734 3556307685
|
||||
conv2d dgrad_3x28x28x256_14x14_256x2x2_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3869576724 3796154296 4084859749 2972648305
|
||||
conv2d dgrad_3x28x28x256_14x14_256x2x2_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3869576724 3796154296 4084859749 2483086888
|
||||
conv2d dgrad_1x32x32x16_6x16_32x3x3_pad_h1w1_stride_h6w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2106265431 640419443 843165254 729442897
|
||||
conv2d dgrad_1x32x32x16_6x16_32x3x3_pad_h1w1_stride_h6w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 2106265431 640419443 843165254 1567894631
|
||||
conv2d dgrad_1x56x56x8_28x28_8x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha2_beta2 hnhwc_hnhwc_fnhwc_f_f 3092573237 1152388039 1813717058 3398247359
|
||||
conv2d dgrad_1x4x4x12_1x1_8x3x3_pad_h0w0_stride_h3w3_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 542905940 1189071464 1919973277 257167289
|
||||
conv2d dgrad_1x4x4x12_1x1_8x3x3_pad_h0w0_stride_h3w3_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 542905940 1189071464 1919973277 419044577
|
||||
conv2d dgrad_1x56x56x12_28x28_8x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3092573237 1046014840 3129171903 3024531293
|
||||
conv2d dgrad_1x56x56x12_28x28_8x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3092573237 1046014840 3129171903 3024531293
|
||||
conv2d dgrad_1x55x55x12_28x28_8x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3092573237 1046014840 1050854832 1177039304
|
||||
conv2d dgrad_1x55x55x12_28x28_8x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 hnhwc_hnhwc_fnhwc_f_f 3092573237 1046014840 1050854832 1177039304
|
||||
conv3d wgrad_1x1x3x3x8_13x3_8x1x1_pad_d0h0w0_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 260402488 3429884614 1585402383 833795101
|
||||
conv3d wgrad_1x1x3x3x8_13x3_8x1x1_pad_d0h0w0_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 260402488 3429884614 1585402383 833795101
|
||||
conv3d wgrad_1x1x1x8x8_33x8_8x1x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 3289763692 3767246007 1919973277 3027845106
|
||||
conv3d wgrad_1x1x1x8x8_33x8_8x1x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 3289763692 3767246007 1919973277 3438501812
|
||||
conv3d wgrad_1x8x8x8x8_88x8_8x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 2160711118 237996982 3097125139 3385458653
|
||||
conv3d wgrad_1x8x8x8x8_88x8_8x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 2160711118 237996982 3097125139 4067030004
|
||||
conv3d wgrad_1x16x16x16x8_1616x16_8x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 4101517777 2117188192 3097125139 2362430426
|
||||
conv3d wgrad_1x16x16x16x8_1616x16_8x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 4101517777 2117188192 3097125139 232096215
|
||||
conv3d wgrad_1x1x15x19x160_113x14_224x3x6_pad_d0h0w0_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 2925080861 1932218676 4010744414 1482409913
|
||||
conv3d wgrad_1x1x15x19x160_113x14_224x3x6_pad_d0h0w0_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 2925080861 1932218676 4010744414 3679067567
|
||||
conv3d wgrad_1x2x1x1x8_11x1_8x1x1_pad_d0h0w0_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 2490670429 1753332435 375701898 2590121240
|
||||
conv3d wgrad_1x2x1x1x8_11x1_8x1x1_pad_d0h0w0_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 2490670429 1753332435 375701898 1128734185
|
||||
conv3d wgrad_1x1x7x7x8_15x5_16x3x3_pad_d0h0w0_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 2588182096 66500551 2381193183 2086127414
|
||||
conv3d wgrad_1x1x7x7x8_15x5_16x3x3_pad_d0h0w0_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 2588182096 66500551 2381193183 1043269053
|
||||
conv3d wgrad_1x11x15x19x64_1215x20_32x3x6_pad_d1h1w3_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 2938214523 2512139560 1761528323 1783334553
|
||||
conv3d wgrad_1x11x15x19x64_1215x20_32x3x6_pad_d1h1w3_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 2938214523 2512139560 1761528323 1179670460
|
||||
conv3d wgrad_1x32x32x32x16_1616x16_32x2x2_pad_d0h0w0_stride_d2h2w2_dil_d1h1w1_corr_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 795080053 2455664422 3608965793 765434198
|
||||
conv3d wgrad_1x32x32x32x16_1616x16_32x2x2_pad_d0h0w0_stride_d2h2w2_dil_d1h1w1_conv_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 795080053 2455664422 3608965793 188802405
|
||||
conv3d wgrad_1x16x16x16x32_1616x16_32x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 795080053 790945652 2636428043 693887212
|
||||
conv3d wgrad_1x16x16x16x32_1616x16_32x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 795080053 790945652 2636428043 384409630
|
||||
conv3d wgrad_1x16x16x16x32_88x8_64x2x2_pad_d0h0w0_stride_d2h2w2_dil_d1h1w1_corr_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 4101517777 790945652 843165254 3460165373
|
||||
conv3d wgrad_1x16x16x16x32_88x8_64x2x2_pad_d0h0w0_stride_d2h2w2_dil_d1h1w1_conv_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 4101517777 790945652 843165254 3773819495
|
||||
conv3d wgrad_1x8x8x8x64_88x8_64x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 4101517777 2117188192 3823648244 533514635
|
||||
conv3d wgrad_1x8x8x8x64_88x8_64x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 4101517777 2117188192 3823648244 1741504291
|
||||
conv3d wgrad_1x8x8x8x64_44x4_128x2x2_pad_d0h0w0_stride_d2h2w2_dil_d1h1w1_corr_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 1247243134 2117188192 2396130566 737907007
|
||||
conv3d wgrad_1x8x8x8x64_44x4_128x2x2_pad_d0h0w0_stride_d2h2w2_dil_d1h1w1_conv_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 1247243134 2117188192 2396130566 2545563286
|
||||
conv3d wgrad_1x4x4x4x128_44x4_128x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 1247243134 1323666964 3626031696 399985743
|
||||
conv3d wgrad_1x4x4x4x128_44x4_128x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 1247243134 1323666964 3626031696 2555400535
|
||||
conv3d wgrad_1x8x8x8x128_88x8_128x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 796662877 2017705694 3626031696 2729880203
|
||||
conv3d wgrad_1x8x8x8x128_88x8_128x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 796662877 2017705694 3626031696 2506274387
|
||||
conv3d wgrad_1x16x16x16x64_1616x16_64x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 1092746437 2070552692 3823648244 244959174
|
||||
conv3d wgrad_1x16x16x16x64_1616x16_64x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 1092746437 2070552692 3823648244 488179326
|
||||
conv3d wgrad_1x32x32x32x16_1616x16_64x2x2_pad_d0h0w0_stride_d2h2w2_dil_d1h1w1_corr_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 1092746437 2455664422 357908110 1536430798
|
||||
conv3d wgrad_1x32x32x32x16_1616x16_64x2x2_pad_d0h0w0_stride_d2h2w2_dil_d1h1w1_conv_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 1092746437 2455664422 357908110 943604539
|
||||
conv3d wgrad_1x16x16x16x32_88x8_128x2x2_pad_d0h0w0_stride_d2h2w2_dil_d1h1w1_corr_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 796662877 790945652 4105258568 2484072263
|
||||
conv3d wgrad_1x16x16x16x32_88x8_128x2x2_pad_d0h0w0_stride_d2h2w2_dil_d1h1w1_conv_alpha1_beta0 hndhwc_hndhwc_fndhwc_f_f 796662877 790945652 4105258568 1264798027
|
||||
conv3d wgrad_1x8x8x8x32_66x6_32x3x3_pad_d0h0w0_stride_d1h1w1_dil_d1h1w1_corr_alpha2_beta2 hndhwc_hndhwc_fndhwc_f_f 3757300649 1729998821 2636428043 857756936
|
||||
@ -0,0 +1,310 @@
|
||||
conv2d fprop_1x1x1x4_3x3_8x1x1_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 3717255578 1782345730 486967919 3628559084
|
||||
conv2d fprop_1x1x1x4_3x3_8x1x1_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 3717255578 1782345730 486967919 3628559084
|
||||
conv2d fprop_1x1x8x4_3x8_8x1x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 1438136294 118775326 1919973277 3060288390
|
||||
conv2d fprop_1x1x8x4_3x8_8x1x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 1438136294 118775326 1919973277 2970039207
|
||||
conv2d fprop_1x7x8x4_7x8_8x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 2098961808 3028917290 1911021900 2231724975
|
||||
conv2d fprop_1x7x8x4_7x8_8x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 2098961808 3028917290 1911021900 32368867
|
||||
conv2d fprop_1x7x9x4_6x8_8x4x4_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 2965017607 403875147 2963892063 3617758931
|
||||
conv2d fprop_1x7x9x4_6x8_8x4x4_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 2965017607 403875147 2963892063 1213867461
|
||||
conv2d fprop_2x7x9x4_5x7_8x5x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 667266590 2406505019 3862463878 1032157693
|
||||
conv2d fprop_2x7x9x4_5x7_8x5x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 667266590 2406505019 3862463878 2512484574
|
||||
conv2d fprop_3x7x9x4_4x7_8x6x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 2475006452 3635815590 373331791 156090483
|
||||
conv2d fprop_3x7x9x4_4x7_8x6x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 2475006452 3635815590 373331791 2125643627
|
||||
conv2d fprop_3x7x9x4_4x6_8x6x6_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 2475006452 511925094 2695215306 1183833128
|
||||
conv2d fprop_3x7x9x4_4x6_8x6x6_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 2475006452 511925094 2695215306 950863078
|
||||
conv2d fprop_3x7x9x4_3x5_8x7x7_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 2475006452 2496949223 2132201986 1645211922
|
||||
conv2d fprop_3x7x9x4_3x5_8x7x7_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 2475006452 2496949223 2132201986 888922489
|
||||
conv2d fprop_1x11x7x4_6x4_8x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 997827848 1782345730 1919973277 3242947060
|
||||
conv2d fprop_1x11x7x4_6x4_8x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 997827848 1782345730 1919973277 3242947060
|
||||
conv2d fprop_1x11x7x4_6x4_8x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 997827848 3028917290 1919973277 2570877648
|
||||
conv2d fprop_1x11x7x4_6x4_8x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 997827848 3028917290 1919973277 3601912269
|
||||
conv2d fprop_1x13x11x4_8x7_8x1x1_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 2114904520 1782345730 1911021900 1777629475
|
||||
conv2d fprop_1x13x11x4_8x7_8x1x1_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 2114904520 1782345730 1911021900 1777629475
|
||||
conv2d fprop_1x17x19x4_9x10_16x2x2_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 2323582907 3813900300 5067603 2056042422
|
||||
conv2d fprop_1x17x19x4_9x10_16x2x2_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 2323582907 3813900300 5067603 3581028648
|
||||
conv2d fprop_1x23x5x4_12x3_16x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 2541524845 3272268888 2695215306 1284148249
|
||||
conv2d fprop_1x23x5x4_12x3_16x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 2541524845 3272268888 2695215306 529645467
|
||||
conv2d fprop_1x13x17x8_6x8_24x3x3_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 185683981 2918738410 2381193183 3146807750
|
||||
conv2d fprop_1x13x17x8_6x8_24x3x3_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 185683981 2918738410 2381193183 3919362272
|
||||
conv2d fprop_1x23x21x8_8x7_24x3x3_pad_h1w1_stride_h3w3_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 588375524 2918738410 1038140209 2259020777
|
||||
conv2d fprop_1x23x21x8_8x7_24x3x3_pad_h1w1_stride_h3w3_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 588375524 2918738410 1038140209 2073872618
|
||||
conv2d fprop_1x20x24x8_8x10_40x3x3_pad_h3w3_stride_h3w3_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 637528927 1554396804 720746870 2382111738
|
||||
conv2d fprop_1x20x24x8_8x10_40x3x3_pad_h3w3_stride_h3w3_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 637528927 1554396804 720746870 1697335701
|
||||
conv2d fprop_1x15x19x160_15x19_224x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 867397053 1472739692 2290618404 3626933660
|
||||
conv2d fprop_1x15x19x160_15x19_224x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 867397053 1472739692 2290618404 3626933660
|
||||
conv2d fprop_1x19x37x160_10x19_224x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 3560734409 796697554 2959096809 3337392869
|
||||
conv2d fprop_1x19x37x160_10x19_224x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 3560734409 796697554 2959096809 1465273757
|
||||
conv2d fprop_1x16x16x160_17x16_224x2x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 613937219 2493469875 613201518 2545095524
|
||||
conv2d fprop_1x16x16x160_17x16_224x2x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 613937219 2493469875 613201518 119102005
|
||||
conv2d fprop_1x23x21x128_23x21_224x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 3361618670 3613518632 167104692 2075508652
|
||||
conv2d fprop_1x23x21x128_23x21_224x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 3361618670 3613518632 167104692 249956416
|
||||
conv2d fprop_1x29x37x160_29x37_224x5x5_pad_h2w2_stride_h1w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 2077916351 2183908250 2557576548 825424571
|
||||
conv2d fprop_1x29x37x160_29x37_224x5x5_pad_h2w2_stride_h1w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 2077916351 2183908250 2557576548 3723250582
|
||||
conv2d fprop_1x15x19x36_15x19_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 3337465330 687027832 1993107524 3917445532
|
||||
conv2d fprop_1x15x19x36_15x19_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 3337465330 687027832 1993107524 723144309
|
||||
conv2d fprop_1x16x24x68_16x24_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 2259030042 474618004 1041989393 4007092054
|
||||
conv2d fprop_1x16x24x68_16x24_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 2259030042 474618004 1041989393 121750431
|
||||
conv2d fprop_1x13x16x288_7x8_160x5x5_pad_h2w2_stride_h2w2_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 698239287 1381476450 1222599802 2705358355
|
||||
conv2d fprop_1x13x16x288_7x8_160x5x5_pad_h2w2_stride_h2w2_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 698239287 1381476450 1222599802 1921082534
|
||||
conv2d fprop_1x55x51x256_28x26_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 3178095839 69226238 1454859747 2429064071
|
||||
conv2d fprop_1x55x51x256_28x26_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 3178095839 69226238 1454859747 2429064071
|
||||
conv2d fprop_1x71x80x32_36x40_64x5x5_pad_h2w2_stride_h2w2_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 1986322298 2695937708 1933240382 258792262
|
||||
conv2d fprop_1x71x80x32_36x40_64x5x5_pad_h2w2_stride_h2w2_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 1986322298 2695937708 1933240382 1350961289
|
||||
conv2d fprop_1x224x224x8_112x112_64x7x7_pad_h3w3_stride_h2w2_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 3975148258 1880796449 1966904362 2674132654
|
||||
conv2d fprop_1x224x224x8_112x112_64x7x7_pad_h3w3_stride_h2w2_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 3975148258 1880796449 1966904362 4061823028
|
||||
conv2d fprop_1x27x23x256_9x7_512x3x3_pad_h0w0_stride_h3w3_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 864161797 2648936894 3426919182 1513280885
|
||||
conv2d fprop_1x27x23x256_9x7_512x3x3_pad_h0w0_stride_h3w3_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 864161797 2648936894 3426919182 3304279324
|
||||
conv2d fprop_1x27x31x256_12x11_512x3x3_pad_h5w7_stride_h3w4_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 3665852514 2648936894 4185476157 1062588307
|
||||
conv2d fprop_1x27x31x256_12x11_512x3x3_pad_h5w7_stride_h3w4_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 3665852514 2648936894 4185476157 1737400068
|
||||
conv2d fprop_1x27x35x256_15x9_512x7x5_pad_h11w7_stride_h3w5_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 1720566144 613651087 623381239 3456180201
|
||||
conv2d fprop_1x27x35x256_15x9_512x7x5_pad_h11w7_stride_h3w5_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 1720566144 613651087 623381239 612510019
|
||||
conv2d fprop_1x27x27x256_27x14_512x3x3_pad_h1w1_stride_h1w2_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 3148446926 2648936894 748585111 1918078890
|
||||
conv2d fprop_1x27x27x256_27x14_512x3x3_pad_h1w1_stride_h1w2_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 3148446926 2648936894 748585111 1296506717
|
||||
conv2d fprop_1x27x27x256_14x27_512x3x3_pad_h1w1_stride_h2w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 3148446926 2648936894 748585111 720321141
|
||||
conv2d fprop_1x27x27x256_14x27_512x3x3_pad_h1w1_stride_h2w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 3148446926 2648936894 748585111 2250020808
|
||||
conv2d fprop_3x28x28x256_14x14_256x2x2_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 3133916250 3595579175 3933470176 1216324411
|
||||
conv2d fprop_3x28x28x256_14x14_256x2x2_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 3133916250 3595579175 3933470176 1337638334
|
||||
conv2d fprop_1x32x32x16_6x16_32x3x3_pad_h1w1_stride_h6w2_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 647896480 614033835 3879567407 2187352956
|
||||
conv2d fprop_1x32x32x16_6x16_32x3x3_pad_h1w1_stride_h6w2_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 647896480 614033835 3879567407 3505172898
|
||||
conv2d fprop_32x24x32x32_24x31_32x1x2_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 1692261965 2681206785 1954437668 3275330607
|
||||
conv2d fprop_32x24x32x32_24x31_32x1x2_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 1692261965 2681206785 1954437668 3211342413
|
||||
conv2d fprop_4x4x5x128_3x3_256x3x6_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 5417052 782710099 2268084635 2574304052
|
||||
conv2d fprop_4x4x5x128_3x3_256x3x6_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 5417052 782710099 2268084635 959147198
|
||||
conv2d fprop_4x2x3x256_1x1_328x3x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 81064849 3635880243 1217977439 1759317211
|
||||
conv2d fprop_4x2x3x256_1x1_328x3x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 81064849 3635880243 1217977439 3077847987
|
||||
conv2d fprop_1x124x224x96_229x129_24x7x7_pad_h3w3_stride_h1w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 1369732128 3852936634 90427526 1404446496
|
||||
conv2d fprop_1x124x224x96_229x129_24x7x7_pad_h3w3_stride_h1w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 1369732128 3852936634 90427526 4261451781
|
||||
conv2d fprop_1x233x35x48_233x35_24x7x5_pad_h3w2_stride_h1w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 1636922998 3114239439 934864596 1375658938
|
||||
conv2d fprop_1x233x35x48_233x35_24x7x5_pad_h3w2_stride_h1w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 1636922998 3114239439 934864596 90410819
|
||||
conv2d fprop_1x17x11x288_17x11_160x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha2_beta2 tf32nhwc_tf32nhwc_fnhwc_f_f 2874774314 3318673787 722450442 726679987
|
||||
conv2d fprop_1x4x4x12_1x1_8x3x3_pad_h0w0_stride_h3w3_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 8625275 3518807763 1036082506 3048105666
|
||||
conv2d fprop_1x4x4x12_1x1_8x3x3_pad_h0w0_stride_h3w3_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 8625275 3518807763 1036082506 3968624793
|
||||
conv2d dgrad_1x1x1x4_3x3_8x1x1_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 1544571845 1782345730 3890556343 3840696830
|
||||
conv2d dgrad_1x1x1x4_3x3_8x1x1_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 1544571845 1782345730 3890556343 3840696830
|
||||
conv2d dgrad_1x1x8x4_3x8_8x1x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 8625275 118775326 2980124304 2572054323
|
||||
conv2d dgrad_1x1x8x4_3x8_8x1x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 8625275 118775326 2980124304 4006425566
|
||||
conv2d dgrad_1x7x8x4_7x8_8x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 3304381737 3028917290 802623080 1655787066
|
||||
conv2d dgrad_1x7x8x4_7x8_8x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 3304381737 3028917290 802623080 2956350850
|
||||
conv2d dgrad_1x7x9x4_6x8_8x4x4_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 2123037179 403875147 2738672641 962312341
|
||||
conv2d dgrad_1x7x9x4_6x8_8x4x4_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 2123037179 403875147 2738672641 3126435132
|
||||
conv2d dgrad_2x7x9x4_5x7_8x5x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 2220887882 2406505019 311726682 4061102478
|
||||
conv2d dgrad_2x7x9x4_5x7_8x5x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 2220887882 2406505019 311726682 2314369199
|
||||
conv2d dgrad_3x7x9x4_4x7_8x6x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 3209955145 3635815590 1146816700 3996872848
|
||||
conv2d dgrad_3x7x9x4_4x7_8x6x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 3209955145 3635815590 1146816700 2269688958
|
||||
conv2d dgrad_3x7x9x4_4x6_8x6x6_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 3007342694 511925094 1146816700 1719436727
|
||||
conv2d dgrad_3x7x9x4_4x6_8x6x6_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 3007342694 511925094 1146816700 4236972782
|
||||
conv2d dgrad_3x7x9x4_3x5_8x7x7_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 3553706784 2496949223 1146816700 1307853167
|
||||
conv2d dgrad_3x7x9x4_3x5_8x7x7_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 3553706784 2496949223 1146816700 469937848
|
||||
conv2d dgrad_1x15x19x160_15x19_224x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 1430474811 1472739692 1307969125 2041137857
|
||||
conv2d dgrad_1x15x19x160_15x19_224x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 1430474811 1472739692 1307969125 2041137857
|
||||
conv2d dgrad_1x16x16x160_17x16_224x2x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 1394549732 2493469875 1541598000 562462849
|
||||
conv2d dgrad_1x16x16x160_17x16_224x2x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 1394549732 2493469875 1541598000 585918261
|
||||
conv2d dgrad_1x23x21x128_23x21_224x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 136395274 3613518632 2813830197 3551637995
|
||||
conv2d dgrad_1x23x21x128_23x21_224x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 136395274 3613518632 2813830197 2284323213
|
||||
conv2d dgrad_1x29x37x160_29x37_224x5x5_pad_h2w2_stride_h1w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 176279613 2183908250 2983167436 866644788
|
||||
conv2d dgrad_1x29x37x160_29x37_224x5x5_pad_h2w2_stride_h1w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 176279613 2183908250 2983167436 253066315
|
||||
conv2d dgrad_1x15x19x36_15x19_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 4065225089 687027832 1092494080 274183605
|
||||
conv2d dgrad_1x15x19x36_15x19_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 4065225089 687027832 1092494080 1241514327
|
||||
conv2d dgrad_1x16x24x68_16x24_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 3973136713 474618004 3541920582 2018009151
|
||||
conv2d dgrad_1x16x24x68_16x24_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 3973136713 474618004 3541920582 1303918704
|
||||
conv2d dgrad_32x24x32x32_24x31_32x1x2_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 3059307623 2681206785 2351024902 941952011
|
||||
conv2d dgrad_32x24x32x32_24x31_32x1x2_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 3059307623 2681206785 2351024902 3577527602
|
||||
conv2d dgrad_4x4x5x128_3x3_256x3x6_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 1541852759 782710099 2574042419 2518679986
|
||||
conv2d dgrad_4x4x5x128_3x3_256x3x6_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 1541852759 782710099 2574042419 3797768014
|
||||
conv2d dgrad_4x2x3x256_1x1_328x3x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 310867128 3635880243 3438778114 508409341
|
||||
conv2d dgrad_4x2x3x256_1x1_328x3x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 310867128 3635880243 3438778114 3918768286
|
||||
conv2d dgrad_1x124x224x96_229x129_24x7x7_pad_h3w3_stride_h1w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 1053420568 3852936634 2145192778 3649177283
|
||||
conv2d dgrad_1x124x224x96_229x129_24x7x7_pad_h3w3_stride_h1w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 1053420568 3852936634 2145192778 2392118609
|
||||
conv2d dgrad_1x233x35x48_233x35_24x7x5_pad_h3w2_stride_h1w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 822175023 3114239439 535024815 4039199216
|
||||
conv2d dgrad_1x233x35x48_233x35_24x7x5_pad_h3w2_stride_h1w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 822175023 3114239439 535024815 2891577765
|
||||
conv2d dgrad_1x17x11x288_17x11_160x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha2_beta2 tf32nhwc_tf32nhwc_fnhwc_f_f 1919899681 3318673787 1682007569 2212069629
|
||||
conv2d wgrad_1x1x1x4_3x3_8x1x1_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 1544571845 2859715967 2980124304 2169312899
|
||||
conv2d wgrad_1x1x1x4_3x3_8x1x1_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 1544571845 2859715967 2980124304 2169312899
|
||||
conv2d wgrad_1x1x8x4_3x8_8x1x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 8625275 1782345730 294738383 1067638259
|
||||
conv2d wgrad_1x1x8x4_3x8_8x1x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 8625275 1782345730 294738383 504959928
|
||||
conv2d wgrad_1x7x8x4_7x8_8x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 3304381737 4201241820 1588130777 587511439
|
||||
conv2d wgrad_1x7x8x4_7x8_8x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 3304381737 4201241820 1588130777 3767308084
|
||||
conv2d wgrad_1x7x9x4_6x8_8x4x4_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 2123037179 442597470 3036494114 4124366680
|
||||
conv2d wgrad_1x7x9x4_6x8_8x4x4_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 2123037179 442597470 3036494114 2833785422
|
||||
conv2d wgrad_2x7x9x4_5x7_8x5x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 2220887882 347064917 1239438433 1775116239
|
||||
conv2d wgrad_2x7x9x4_5x7_8x5x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 2220887882 347064917 1239438433 1288542483
|
||||
conv2d wgrad_3x7x9x4_4x7_8x6x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 3209955145 3544266385 4207987780 4054255409
|
||||
conv2d wgrad_3x7x9x4_4x7_8x6x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 3209955145 3544266385 4207987780 180834054
|
||||
conv2d wgrad_3x7x9x4_4x6_8x6x6_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 3007342694 3544266385 2381193183 353843599
|
||||
conv2d wgrad_3x7x9x4_4x6_8x6x6_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 3007342694 3544266385 2381193183 1860329513
|
||||
conv2d wgrad_3x7x9x4_3x5_8x7x7_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 3553706784 3544266385 2224388272 347055977
|
||||
conv2d wgrad_3x7x9x4_3x5_8x7x7_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 3553706784 3544266385 2224388272 994788649
|
||||
conv2d wgrad_1x11x7x4_6x4_8x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 8625275 4212246537 2980124304 1448608264
|
||||
conv2d wgrad_1x11x7x4_6x4_8x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 8625275 4212246537 2980124304 1448608264
|
||||
conv2d wgrad_1x11x7x4_6x4_8x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 8625275 4212246537 1588130777 2381531672
|
||||
conv2d wgrad_1x11x7x4_6x4_8x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 8625275 4212246537 1588130777 3417974847
|
||||
conv2d wgrad_1x13x11x4_8x7_8x1x1_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 3304381737 1617004893 2980124304 2512582600
|
||||
conv2d wgrad_1x13x11x4_8x7_8x1x1_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 3304381737 1617004893 2980124304 2512582600
|
||||
conv2d wgrad_1x17x19x4_9x10_16x2x2_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 1244986212 3239036557 3840288384 2880620663
|
||||
conv2d wgrad_1x17x19x4_9x10_16x2x2_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 1244986212 3239036557 3840288384 2552969500
|
||||
conv2d wgrad_1x23x5x4_12x3_16x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 3007342694 292469256 2695215306 3059274099
|
||||
conv2d wgrad_1x23x5x4_12x3_16x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 3007342694 292469256 2695215306 3436607346
|
||||
conv2d wgrad_1x13x17x8_6x8_24x3x3_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 3748734767 1457012710 3097125139 3643918743
|
||||
conv2d wgrad_1x13x17x8_6x8_24x3x3_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 3748734767 1457012710 3097125139 747082267
|
||||
conv2d wgrad_1x23x21x8_8x7_24x3x3_pad_h1w1_stride_h3w3_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 2635354436 2208465189 3097125139 21340657
|
||||
conv2d wgrad_1x23x21x8_8x7_24x3x3_pad_h1w1_stride_h3w3_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 2635354436 2208465189 3097125139 56227083
|
||||
conv2d wgrad_1x20x24x8_8x10_40x3x3_pad_h3w3_stride_h3w3_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 2145197840 1160827838 3268227320 2781787969
|
||||
conv2d wgrad_1x20x24x8_8x10_40x3x3_pad_h3w3_stride_h3w3_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 2145197840 1160827838 3268227320 4054149767
|
||||
conv2d wgrad_1x15x19x160_15x19_224x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 1430474811 1631191071 4020828414 692686929
|
||||
conv2d wgrad_1x15x19x160_15x19_224x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 1430474811 1631191071 4020828414 692686929
|
||||
conv2d wgrad_1x19x37x160_10x19_224x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 3718005369 1445988057 2621782130 2833949486
|
||||
conv2d wgrad_1x19x37x160_10x19_224x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 3718005369 1445988057 2621782130 3251496823
|
||||
conv2d wgrad_1x16x16x160_17x16_224x2x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 1394549732 268042026 3062073018 220836046
|
||||
conv2d wgrad_1x16x16x160_17x16_224x2x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 1394549732 268042026 3062073018 1707620502
|
||||
conv2d wgrad_1x23x21x128_23x21_224x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 136395274 3160856554 4119019906 338363935
|
||||
conv2d wgrad_1x23x21x128_23x21_224x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 136395274 3160856554 4119019906 738717986
|
||||
conv2d wgrad_1x29x37x160_29x37_224x5x5_pad_h2w2_stride_h1w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 176279613 3166512658 2730633195 4275642741
|
||||
conv2d wgrad_1x29x37x160_29x37_224x5x5_pad_h2w2_stride_h1w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 176279613 3166512658 2730633195 3105473059
|
||||
conv2d wgrad_1x15x19x36_15x19_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 4065225089 743025951 2871183684 1457368860
|
||||
conv2d wgrad_1x15x19x36_15x19_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 4065225089 743025951 2871183684 2129608645
|
||||
conv2d wgrad_1x16x24x68_16x24_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 3973136713 3690950270 995921099 1290832901
|
||||
conv2d wgrad_1x16x24x68_16x24_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 3973136713 3690950270 995921099 154477589
|
||||
conv2d wgrad_1x13x16x288_7x8_160x5x5_pad_h2w2_stride_h2w2_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 453168706 2270954829 3596813277 3377048584
|
||||
conv2d wgrad_1x13x16x288_7x8_160x5x5_pad_h2w2_stride_h2w2_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 453168706 2270954829 3596813277 412509722
|
||||
conv2d wgrad_1x55x51x256_28x26_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 2806952902 2924638290 3730143675 2712417789
|
||||
conv2d wgrad_1x55x51x256_28x26_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 2806952902 2924638290 3730143675 2712417789
|
||||
conv2d wgrad_1x71x80x32_36x40_64x5x5_pad_h2w2_stride_h2w2_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 3121139790 3364591286 3162712336 2691220362
|
||||
conv2d wgrad_1x71x80x32_36x40_64x5x5_pad_h2w2_stride_h2w2_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 3121139790 3364591286 3162712336 3441232209
|
||||
conv2d wgrad_1x224x224x8_112x112_64x7x7_pad_h3w3_stride_h2w2_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 2888814356 1897929139 1813717058 3953491679
|
||||
conv2d wgrad_1x224x224x8_112x112_64x7x7_pad_h3w3_stride_h2w2_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 2888814356 1897929139 1813717058 1261891081
|
||||
conv2d wgrad_1x27x23x256_9x7_512x3x3_pad_h0w0_stride_h3w3_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 610508213 451878551 2081693980 3439473075
|
||||
conv2d wgrad_1x27x23x256_9x7_512x3x3_pad_h0w0_stride_h3w3_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 610508213 451878551 2081693980 3352279175
|
||||
conv2d wgrad_1x27x31x256_12x11_512x3x3_pad_h5w7_stride_h3w4_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 348294340 312331117 2081693980 3359165930
|
||||
conv2d wgrad_1x27x31x256_12x11_512x3x3_pad_h5w7_stride_h3w4_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 348294340 312331117 2081693980 1942009480
|
||||
conv2d wgrad_1x27x35x256_15x9_512x7x5_pad_h11w7_stride_h3w5_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 718804073 2164859727 1000406280 332157749
|
||||
conv2d wgrad_1x27x35x256_15x9_512x7x5_pad_h11w7_stride_h3w5_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 718804073 2164859727 1000406280 2601063004
|
||||
conv2d wgrad_1x27x27x256_27x14_512x3x3_pad_h1w1_stride_h1w2_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 2287428715 1869820720 2081693980 4100031453
|
||||
conv2d wgrad_1x27x27x256_27x14_512x3x3_pad_h1w1_stride_h1w2_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 2287428715 1869820720 2081693980 1919107176
|
||||
conv2d wgrad_1x27x27x256_14x27_512x3x3_pad_h1w1_stride_h2w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 2287428715 1869820720 2081693980 1618717912
|
||||
conv2d wgrad_1x27x27x256_14x27_512x3x3_pad_h1w1_stride_h2w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 2287428715 1869820720 2081693980 221251170
|
||||
conv2d wgrad_3x28x28x256_14x14_256x2x2_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 579355209 3754887563 2099843274 1752033731
|
||||
conv2d wgrad_3x28x28x256_14x14_256x2x2_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 579355209 3754887563 2099843274 2254410747
|
||||
conv2d wgrad_1x32x32x16_6x16_32x3x3_pad_h1w1_stride_h6w2_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 2276312507 1260894714 3357056235 4220059751
|
||||
conv2d wgrad_1x32x32x16_6x16_32x3x3_pad_h1w1_stride_h6w2_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 2276312507 1260894714 3357056235 3334646036
|
||||
conv2d wgrad_32x24x32x32_24x31_32x1x2_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 3059307623 562108865 852881505 1729883415
|
||||
conv2d wgrad_32x24x32x32_24x31_32x1x2_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 3059307623 562108865 852881505 3112064590
|
||||
conv2d wgrad_4x4x5x128_3x3_256x3x6_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 1541852759 341839800 1217669626 2313445327
|
||||
conv2d wgrad_4x4x5x128_3x3_256x3x6_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 1541852759 341839800 1217669626 2378687243
|
||||
conv2d wgrad_4x2x3x256_1x1_328x3x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 310867128 2038652539 2989357662 2523233417
|
||||
conv2d wgrad_4x2x3x256_1x1_328x3x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 310867128 2038652539 2989357662 845687444
|
||||
conv2d wgrad_1x124x224x96_229x129_24x7x7_pad_h3w3_stride_h1w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 1053420568 2110244091 3333097025 2967627788
|
||||
conv2d wgrad_1x124x224x96_229x129_24x7x7_pad_h3w3_stride_h1w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 1053420568 2110244091 3333097025 285381561
|
||||
conv2d wgrad_1x233x35x48_233x35_24x7x5_pad_h3w2_stride_h1w1_dil_h1w1_corr_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 822175023 71186875 3443985888 4252958697
|
||||
conv2d wgrad_1x233x35x48_233x35_24x7x5_pad_h3w2_stride_h1w1_dil_h1w1_conv_alpha1_beta0 tf32nhwc_tf32nhwc_fnhwc_f_f 822175023 71186875 3443985888 160172027
|
||||
conv2d wgrad_1x17x11x288_17x11_160x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha2_beta2 tf32nhwc_tf32nhwc_fnhwc_f_f 1919899681 1064146348 422976060 2522704893
|
||||
conv3d fprop_1x1x3x3x4_13x3_8x1x1_pad_d0h0w0_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 2319502486 1782345730 486967919 4136734195
|
||||
conv3d fprop_1x1x3x3x4_13x3_8x1x1_pad_d0h0w0_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 2319502486 1782345730 486967919 4136734195
|
||||
conv3d fprop_1x1x1x8x4_33x8_8x1x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 1438136294 118775326 2695215306 2927015709
|
||||
conv3d fprop_1x1x1x8x4_33x8_8x1x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 1438136294 118775326 2695215306 4170943443
|
||||
conv3d fprop_1x8x8x8x4_88x8_8x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 407326717 3518807763 3608965793 698355669
|
||||
conv3d fprop_1x8x8x8x4_88x8_8x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 407326717 3518807763 3608965793 5045356
|
||||
conv3d fprop_1x16x16x16x4_1616x16_8x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 647896480 3518807763 4105258568 4103291466
|
||||
conv3d fprop_1x16x16x16x4_1616x16_8x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 647896480 3518807763 4105258568 4029231659
|
||||
conv3d fprop_1x1x15x19x160_113x14_224x3x6_pad_d0h0w0_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 867397053 1428724777 2090640390 1215385964
|
||||
conv3d fprop_1x1x15x19x160_113x14_224x3x6_pad_d0h0w0_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 867397053 1428724777 2090640390 498496015
|
||||
conv3d fprop_1x2x1x1x4_11x1_8x1x1_pad_d0h0w0_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 238174184 1674520437 1036082506 887717017
|
||||
conv3d fprop_1x2x1x1x4_11x1_8x1x1_pad_d0h0w0_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 238174184 1674520437 1036082506 587915145
|
||||
conv3d fprop_1x1x7x7x4_15x5_16x3x3_pad_d0h0w0_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 3889952025 3272268888 898368197 4271884702
|
||||
conv3d fprop_1x1x7x7x4_15x5_16x3x3_pad_d0h0w0_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 3889952025 3272268888 898368197 3556157853
|
||||
conv3d fprop_1x11x15x19x64_1215x20_32x3x6_pad_d1h1w3_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 3187517693 3677644254 281930990 1021147836
|
||||
conv3d fprop_1x11x15x19x64_1215x20_32x3x6_pad_d1h1w3_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 3187517693 3677644254 281930990 3524380466
|
||||
conv3d fprop_1x32x32x32x16_1616x16_32x2x2_pad_d0h0w0_stride_d2h2w2_dil_d1h1w1_corr_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 2247510726 2370687016 3730143675 1238812141
|
||||
conv3d fprop_1x32x32x32x16_1616x16_32x2x2_pad_d0h0w0_stride_d2h2w2_dil_d1h1w1_conv_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 2247510726 2370687016 3730143675 2970038618
|
||||
conv3d fprop_1x16x16x16x32_1616x16_32x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 1193322564 4122056936 3730143675 1023049729
|
||||
conv3d fprop_1x16x16x16x32_1616x16_32x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 1193322564 4122056936 3730143675 109265270
|
||||
conv3d fprop_1x16x16x16x32_88x8_64x2x2_pad_d0h0w0_stride_d2h2w2_dil_d1h1w1_corr_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 1193322564 1260894714 4105258568 1321339181
|
||||
conv3d fprop_1x16x16x16x32_88x8_64x2x2_pad_d0h0w0_stride_d2h2w2_dil_d1h1w1_conv_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 1193322564 1260894714 4105258568 1115472017
|
||||
conv3d fprop_1x8x8x8x64_88x8_64x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 4051538848 3794173544 4105258568 3595166297
|
||||
conv3d fprop_1x8x8x8x64_88x8_64x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 4051538848 3794173544 4105258568 4158879376
|
||||
conv3d fprop_1x8x8x8x64_44x4_128x2x2_pad_d0h0w0_stride_d2h2w2_dil_d1h1w1_corr_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 4051538848 1811285868 357908110 1351907827
|
||||
conv3d fprop_1x8x8x8x64_44x4_128x2x2_pad_d0h0w0_stride_d2h2w2_dil_d1h1w1_conv_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 4051538848 1811285868 357908110 2935470866
|
||||
conv3d fprop_1x4x4x4x128_44x4_128x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 2177662229 3798825666 357908110 857966805
|
||||
conv3d fprop_1x4x4x4x128_44x4_128x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 2177662229 3798825666 357908110 3012212889
|
||||
conv3d fprop_1x8x8x8x128_88x8_128x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 1329805353 3798825666 2396130566 1514562293
|
||||
conv3d fprop_1x8x8x8x128_88x8_128x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 1329805353 3798825666 2396130566 186849532
|
||||
conv3d fprop_1x16x16x16x64_1616x16_64x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 2614793891 3794173544 2099843274 28708521
|
||||
conv3d fprop_1x16x16x16x64_1616x16_64x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 2614793891 3794173544 2099843274 1423759885
|
||||
conv3d fprop_1x32x32x32x16_1616x16_64x2x2_pad_d0h0w0_stride_d2h2w2_dil_d1h1w1_corr_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 2247510726 1297934566 2099843274 4045723120
|
||||
conv3d fprop_1x32x32x32x16_1616x16_64x2x2_pad_d0h0w0_stride_d2h2w2_dil_d1h1w1_conv_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 2247510726 1297934566 2099843274 3875049477
|
||||
conv3d fprop_1x16x16x16x32_88x8_128x2x2_pad_d0h0w0_stride_d2h2w2_dil_d1h1w1_corr_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 1193322564 2962142380 2396130566 2601052002
|
||||
conv3d fprop_1x16x16x16x32_88x8_128x2x2_pad_d0h0w0_stride_d2h2w2_dil_d1h1w1_conv_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 1193322564 2962142380 2396130566 2310738198
|
||||
conv3d fprop_1x8x8x8x32_66x6_32x3x3_pad_d0h0w0_stride_d1h1w1_dil_d1h1w1_corr_alpha2_beta2 tf32ndhwc_tf32ndhwc_fndhwc_f_f 647896480 4122056936 925123690 251219599
|
||||
conv3d dgrad_1x1x3x3x4_13x3_8x1x1_pad_d0h0w0_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 1544571845 1782345730 2631899086 4172520459
|
||||
conv3d dgrad_1x1x3x3x4_13x3_8x1x1_pad_d0h0w0_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 1544571845 1782345730 2631899086 4172520459
|
||||
conv3d dgrad_1x1x1x8x4_33x8_8x1x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 3007342694 118775326 2980124304 2325666174
|
||||
conv3d dgrad_1x1x1x8x4_33x8_8x1x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 3007342694 118775326 2980124304 3237412583
|
||||
conv3d dgrad_1x8x8x8x4_88x8_8x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 838246671 3518807763 852881505 655607058
|
||||
conv3d dgrad_1x8x8x8x4_88x8_8x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 838246671 3518807763 852881505 2254239777
|
||||
conv3d dgrad_1x16x16x16x4_1616x16_8x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 4051538848 3518807763 843165254 3325209335
|
||||
conv3d dgrad_1x16x16x16x4_1616x16_8x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 4051538848 3518807763 843165254 2627823804
|
||||
conv3d dgrad_1x1x15x19x160_113x14_224x3x6_pad_d0h0w0_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 1644441141 1428724777 1307969125 2400954527
|
||||
conv3d dgrad_1x1x15x19x160_113x14_224x3x6_pad_d0h0w0_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 1644441141 1428724777 1307969125 3666407510
|
||||
conv3d dgrad_1x2x1x1x4_11x1_8x1x1_pad_d0h0w0_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 238174184 1674520437 1036082506 2949975932
|
||||
conv3d dgrad_1x2x1x1x4_11x1_8x1x1_pad_d0h0w0_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 238174184 1674520437 1036082506 1943004100
|
||||
conv3d dgrad_1x1x7x7x4_15x5_16x3x3_pad_d0h0w0_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 3595246799 3272268888 4235871427 2941526336
|
||||
conv3d dgrad_1x1x7x7x4_15x5_16x3x3_pad_d0h0w0_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 3595246799 3272268888 4235871427 2946859880
|
||||
conv3d dgrad_1x11x15x19x64_1215x20_32x3x6_pad_d1h1w3_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 4058682611 3677644254 1887901192 1540875533
|
||||
conv3d dgrad_1x11x15x19x64_1215x20_32x3x6_pad_d1h1w3_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 4058682611 3677644254 1887901192 2224057566
|
||||
conv3d dgrad_1x32x32x32x16_1616x16_32x2x2_pad_d0h0w0_stride_d2h2w2_dil_d1h1w1_corr_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 1193322564 2370687016 3843555714 936632720
|
||||
conv3d dgrad_1x32x32x32x16_1616x16_32x2x2_pad_d0h0w0_stride_d2h2w2_dil_d1h1w1_conv_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 1193322564 2370687016 3843555714 2508620825
|
||||
conv3d dgrad_1x16x16x16x32_1616x16_32x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 1193322564 4122056936 3730143675 1092073219
|
||||
conv3d dgrad_1x16x16x16x32_1616x16_32x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 1193322564 4122056936 3730143675 1665031504
|
||||
conv3d dgrad_1x16x16x16x32_88x8_64x2x2_pad_d0h0w0_stride_d2h2w2_dil_d1h1w1_corr_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 4051538848 1260894714 3730143675 3800549697
|
||||
conv3d dgrad_1x16x16x16x32_88x8_64x2x2_pad_d0h0w0_stride_d2h2w2_dil_d1h1w1_conv_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 4051538848 1260894714 3730143675 138980222
|
||||
conv3d dgrad_1x8x8x8x64_88x8_64x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 4051538848 3794173544 4105258568 2796017159
|
||||
conv3d dgrad_1x8x8x8x64_88x8_64x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 4051538848 3794173544 4105258568 3061070136
|
||||
conv3d dgrad_1x8x8x8x64_44x4_128x2x2_pad_d0h0w0_stride_d2h2w2_dil_d1h1w1_corr_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 2177662229 1811285868 4105258568 3835960274
|
||||
conv3d dgrad_1x8x8x8x64_44x4_128x2x2_pad_d0h0w0_stride_d2h2w2_dil_d1h1w1_conv_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 2177662229 1811285868 4105258568 1306995538
|
||||
conv3d dgrad_1x4x4x4x128_44x4_128x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 2177662229 3798825666 357908110 3705914599
|
||||
conv3d dgrad_1x4x4x4x128_44x4_128x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 2177662229 3798825666 357908110 4247587642
|
||||
conv3d dgrad_1x8x8x8x128_88x8_128x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 1329805353 3798825666 2396130566 4140791836
|
||||
conv3d dgrad_1x8x8x8x128_88x8_128x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 1329805353 3798825666 2396130566 3667453924
|
||||
conv3d dgrad_1x16x16x16x64_1616x16_64x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 2614793891 3794173544 2099843274 1201571258
|
||||
conv3d dgrad_1x16x16x16x64_1616x16_64x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 2614793891 3794173544 2099843274 2360671465
|
||||
conv3d dgrad_1x32x32x32x16_1616x16_64x2x2_pad_d0h0w0_stride_d2h2w2_dil_d1h1w1_corr_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 2614793891 1297934566 3843555714 2551458848
|
||||
conv3d dgrad_1x32x32x32x16_1616x16_64x2x2_pad_d0h0w0_stride_d2h2w2_dil_d1h1w1_conv_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 2614793891 1297934566 3843555714 2147657107
|
||||
conv3d dgrad_1x16x16x16x32_88x8_128x2x2_pad_d0h0w0_stride_d2h2w2_dil_d1h1w1_corr_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 1329805353 2962142380 3730143675 2771085644
|
||||
conv3d dgrad_1x16x16x16x32_88x8_128x2x2_pad_d0h0w0_stride_d2h2w2_dil_d1h1w1_conv_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 1329805353 2962142380 3730143675 3242056610
|
||||
conv3d dgrad_1x8x8x8x32_66x6_32x3x3_pad_d0h0w0_stride_d1h1w1_dil_d1h1w1_corr_alpha2_beta2 tf32ndhwc_tf32ndhwc_fndhwc_f_f 230909806 4122056936 843165254 1420345119
|
||||
conv3d wgrad_1x1x3x3x4_13x3_8x1x1_pad_d0h0w0_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 1544571845 1854804847 2980124304 2713669702
|
||||
conv3d wgrad_1x1x3x3x4_13x3_8x1x1_pad_d0h0w0_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 1544571845 1854804847 2980124304 2713669702
|
||||
conv3d wgrad_1x1x1x8x4_33x8_8x1x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 3007342694 1782345730 294738383 3475727547
|
||||
conv3d wgrad_1x1x1x8x4_33x8_8x1x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 3007342694 1782345730 294738383 947267570
|
||||
conv3d wgrad_1x8x8x8x4_88x8_8x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 838246671 2681206785 1138813722 824075861
|
||||
conv3d wgrad_1x8x8x8x4_88x8_8x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 838246671 2681206785 1138813722 82060253
|
||||
conv3d wgrad_1x16x16x16x4_1616x16_8x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 4051538848 1260894714 1138813722 3511262600
|
||||
conv3d wgrad_1x16x16x16x4_1616x16_8x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 4051538848 1260894714 1138813722 4001643207
|
||||
conv3d wgrad_1x1x15x19x160_113x14_224x3x6_pad_d0h0w0_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 1644441141 1631191071 4010744414 942007202
|
||||
conv3d wgrad_1x1x15x19x160_113x14_224x3x6_pad_d0h0w0_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 1644441141 1631191071 4010744414 4225324524
|
||||
conv3d wgrad_1x2x1x1x4_11x1_8x1x1_pad_d0h0w0_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 238174184 2768167245 1585402383 4211777251
|
||||
conv3d wgrad_1x2x1x1x4_11x1_8x1x1_pad_d0h0w0_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 238174184 2768167245 1585402383 3750079405
|
||||
conv3d wgrad_1x1x7x7x4_15x5_16x3x3_pad_d0h0w0_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 3595246799 1159024946 2695215306 4166286345
|
||||
conv3d wgrad_1x1x7x7x4_15x5_16x3x3_pad_d0h0w0_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 3595246799 1159024946 2695215306 614099477
|
||||
conv3d wgrad_1x11x15x19x64_1215x20_32x3x6_pad_d1h1w3_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 4058682611 2837532843 1761528323 549885623
|
||||
conv3d wgrad_1x11x15x19x64_1215x20_32x3x6_pad_d1h1w3_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 4058682611 2837532843 1761528323 2965474394
|
||||
conv3d wgrad_1x32x32x32x16_1616x16_32x2x2_pad_d0h0w0_stride_d2h2w2_dil_d1h1w1_corr_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 1193322564 3423607562 3608965793 2798805760
|
||||
conv3d wgrad_1x32x32x32x16_1616x16_32x2x2_pad_d0h0w0_stride_d2h2w2_dil_d1h1w1_conv_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 1193322564 3423607562 3608965793 1941621355
|
||||
conv3d wgrad_1x16x16x16x32_1616x16_32x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 1193322564 69226238 2636428043 2649061923
|
||||
conv3d wgrad_1x16x16x16x32_1616x16_32x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 1193322564 69226238 2636428043 3901259858
|
||||
conv3d wgrad_1x16x16x16x32_88x8_64x2x2_pad_d0h0w0_stride_d2h2w2_dil_d1h1w1_corr_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 4051538848 69226238 843165254 902125153
|
||||
conv3d wgrad_1x16x16x16x32_88x8_64x2x2_pad_d0h0w0_stride_d2h2w2_dil_d1h1w1_conv_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 4051538848 69226238 843165254 2897689664
|
||||
conv3d wgrad_1x8x8x8x64_88x8_64x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 4051538848 2962142380 3823648244 1458256611
|
||||
conv3d wgrad_1x8x8x8x64_88x8_64x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 4051538848 2962142380 3823648244 479658980
|
||||
conv3d wgrad_1x8x8x8x64_44x4_128x2x2_pad_d0h0w0_stride_d2h2w2_dil_d1h1w1_corr_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 2177662229 2962142380 2396130566 1553657582
|
||||
conv3d wgrad_1x8x8x8x64_44x4_128x2x2_pad_d0h0w0_stride_d2h2w2_dil_d1h1w1_conv_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 2177662229 2962142380 2396130566 1843818935
|
||||
conv3d wgrad_1x4x4x4x128_44x4_128x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 2177662229 1297934566 3626031696 3309140977
|
||||
conv3d wgrad_1x4x4x4x128_44x4_128x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 2177662229 1297934566 3626031696 3877168474
|
||||
conv3d wgrad_1x8x8x8x128_88x8_128x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 1329805353 1811285868 3626031696 2959655816
|
||||
conv3d wgrad_1x8x8x8x128_88x8_128x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 1329805353 1811285868 3626031696 2478179322
|
||||
conv3d wgrad_1x16x16x16x64_1616x16_64x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_corr_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 2614793891 3595579175 3823648244 1409929324
|
||||
conv3d wgrad_1x16x16x16x64_1616x16_64x3x3_pad_d1h1w1_stride_d1h1w1_dil_d1h1w1_conv_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 2614793891 3595579175 3823648244 3283749403
|
||||
conv3d wgrad_1x32x32x32x16_1616x16_64x2x2_pad_d0h0w0_stride_d2h2w2_dil_d1h1w1_corr_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 2614793891 3423607562 357908110 3763482552
|
||||
conv3d wgrad_1x32x32x32x16_1616x16_64x2x2_pad_d0h0w0_stride_d2h2w2_dil_d1h1w1_conv_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 2614793891 3423607562 357908110 984484147
|
||||
conv3d wgrad_1x16x16x16x32_88x8_128x2x2_pad_d0h0w0_stride_d2h2w2_dil_d1h1w1_corr_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 1329805353 69226238 4105258568 3342929921
|
||||
conv3d wgrad_1x16x16x16x32_88x8_128x2x2_pad_d0h0w0_stride_d2h2w2_dil_d1h1w1_conv_alpha1_beta0 tf32ndhwc_tf32ndhwc_fndhwc_f_f 1329805353 69226238 4105258568 893600736
|
||||
conv3d wgrad_1x8x8x8x32_66x6_32x3x3_pad_d0h0w0_stride_d1h1w1_dil_d1h1w1_corr_alpha2_beta2 tf32ndhwc_tf32ndhwc_fndhwc_f_f 230909806 1260894714 2636428043 2198733997
|
||||
@ -0,0 +1,138 @@
|
||||
conv2d fprop_1x1x1x16_3x3_8x1x1_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 776637956 2909557486 4209557191 2628681889
|
||||
conv2d fprop_1x1x1x16_3x3_8x1x1_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 776637956 2909557486 4209557191 2628681889
|
||||
conv2d fprop_1x1x8x16_3x8_8x1x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 4082436958 2547545036 3324685530 3597206714
|
||||
conv2d fprop_1x1x8x16_3x8_8x1x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 4082436958 2547545036 3324685530 1585522588
|
||||
conv2d fprop_1x7x8x16_7x8_8x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 3137973937 2767077290 1907827554 2051304566
|
||||
conv2d fprop_1x7x8x16_7x8_8x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 3137973937 2767077290 1907827554 374967253
|
||||
conv2d fprop_1x7x9x16_6x8_8x4x4_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 655725974 3592472200 506563703 1674820694
|
||||
conv2d fprop_1x7x9x16_6x8_8x4x4_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 655725974 3592472200 506563703 3975853358
|
||||
conv2d fprop_2x7x9x16_5x7_8x5x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 725233472 3683589771 493841232 304963909
|
||||
conv2d fprop_2x7x9x16_5x7_8x5x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 725233472 3683589771 493841232 564533608
|
||||
conv2d fprop_3x7x9x16_4x7_8x6x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 2099667058 3573646278 1206332722 7205531
|
||||
conv2d fprop_3x7x9x16_4x7_8x6x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 2099667058 3573646278 1206332722 3794965864
|
||||
conv2d fprop_3x7x9x16_4x6_8x6x6_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 2099667058 3329730583 1710685046 3598855498
|
||||
conv2d fprop_3x7x9x16_4x6_8x6x6_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 2099667058 3329730583 1710685046 3145627823
|
||||
conv2d fprop_3x7x9x16_3x5_8x7x7_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 2099667058 817147799 3026961444 1414034801
|
||||
conv2d fprop_3x7x9x16_3x5_8x7x7_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 2099667058 817147799 3026961444 2252310527
|
||||
conv2d fprop_1x11x7x16_6x4_8x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 1291281134 2909557486 3324685530 2255601108
|
||||
conv2d fprop_1x11x7x16_6x4_8x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 1291281134 2909557486 3324685530 2255601108
|
||||
conv2d fprop_1x11x7x16_6x4_8x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 1291281134 2767077290 3324685530 1579121635
|
||||
conv2d fprop_1x11x7x16_6x4_8x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 1291281134 2767077290 3324685530 1047334046
|
||||
conv2d fprop_1x13x11x16_8x7_8x1x1_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 1759229365 2909557486 1907827554 2852376056
|
||||
conv2d fprop_1x13x11x16_8x7_8x1x1_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 1759229365 2909557486 1907827554 2852376056
|
||||
conv2d fprop_1x17x19x16_9x10_16x2x2_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 1263288900 1744815467 2720280253 2089128292
|
||||
conv2d fprop_1x17x19x16_9x10_16x2x2_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 1263288900 1744815467 2720280253 638322597
|
||||
conv2d fprop_1x23x5x16_12x3_16x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 1511055498 474572393 1710685046 2879179680
|
||||
conv2d fprop_1x23x5x16_12x3_16x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 1511055498 474572393 1710685046 795194450
|
||||
conv2d fprop_1x15x19x160_15x19_224x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 3754468132 3475016041 1588474612 3183183520
|
||||
conv2d fprop_1x15x19x160_15x19_224x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 3754468132 3475016041 1588474612 3183183520
|
||||
conv2d fprop_1x19x37x160_10x19_224x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 3716123936 1149399708 1907179330 1630548311
|
||||
conv2d fprop_1x19x37x160_10x19_224x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 3716123936 1149399708 1907179330 1880077064
|
||||
conv2d fprop_1x16x16x160_17x16_224x2x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 1375227342 2508824805 320006437 1729280118
|
||||
conv2d fprop_1x16x16x160_17x16_224x2x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 1375227342 2508824805 320006437 2905577482
|
||||
conv2d fprop_1x23x21x128_23x21_224x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 4026202008 1287566710 1898545094 1486216406
|
||||
conv2d fprop_1x23x21x128_23x21_224x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 4026202008 1287566710 1898545094 2323099205
|
||||
conv2d fprop_1x29x37x160_29x37_224x5x5_pad_h2w2_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 2844675317 4066343306 4242252933 2049528680
|
||||
conv2d fprop_1x29x37x160_29x37_224x5x5_pad_h2w2_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 2844675317 4066343306 4242252933 823670492
|
||||
conv2d fprop_1x15x19x48_15x19_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 361106642 1568764056 3184621425 2460081734
|
||||
conv2d fprop_1x15x19x48_15x19_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 361106642 1568764056 3184621425 288784852
|
||||
conv2d fprop_1x16x24x80_16x24_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 4020962878 2388318674 3148695436 4074620609
|
||||
conv2d fprop_1x16x24x80_16x24_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 4020962878 2388318674 3148695436 1605237591
|
||||
conv2d fprop_1x13x16x288_7x8_160x5x5_pad_h2w2_stride_h2w2_dil_h1w1_corr_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 3423715025 4214947574 1328605014 2088140151
|
||||
conv2d fprop_1x13x16x288_7x8_160x5x5_pad_h2w2_stride_h2w2_dil_h1w1_conv_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 3423715025 4214947574 1328605014 4055269725
|
||||
conv2d fprop_1x55x51x256_28x26_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 386898678 2914579947 3231726095 404674518
|
||||
conv2d fprop_1x55x51x256_28x26_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 386898678 2914579947 3231726095 404674518
|
||||
conv2d fprop_1x71x80x32_36x40_64x5x5_pad_h2w2_stride_h2w2_dil_h1w1_corr_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 401261840 1032488977 2856763908 1755771098
|
||||
conv2d fprop_1x71x80x32_36x40_64x5x5_pad_h2w2_stride_h2w2_dil_h1w1_conv_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 401261840 1032488977 2856763908 2984060885
|
||||
conv2d fprop_1x27x23x256_9x7_512x3x3_pad_h0w0_stride_h3w3_dil_h1w1_corr_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 3490742496 4290221705 2240369427 3419649411
|
||||
conv2d fprop_1x27x23x256_9x7_512x3x3_pad_h0w0_stride_h3w3_dil_h1w1_conv_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 3490742496 4290221705 2240369427 2709709134
|
||||
conv2d fprop_1x27x31x256_12x11_512x3x3_pad_h5w7_stride_h3w4_dil_h1w1_corr_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 674972000 4290221705 936455799 4083729015
|
||||
conv2d fprop_1x27x31x256_12x11_512x3x3_pad_h5w7_stride_h3w4_dil_h1w1_conv_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 674972000 4290221705 936455799 521087104
|
||||
conv2d fprop_1x27x35x256_15x9_512x7x5_pad_h11w7_stride_h3w5_dil_h1w1_corr_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 3559114385 611927961 3672240685 3952711909
|
||||
conv2d fprop_1x27x35x256_15x9_512x7x5_pad_h11w7_stride_h3w5_dil_h1w1_conv_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 3559114385 611927961 3672240685 831276460
|
||||
conv2d fprop_1x27x27x256_27x14_512x3x3_pad_h1w1_stride_h1w2_dil_h1w1_corr_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 2456458966 4290221705 2301484646 1300821064
|
||||
conv2d fprop_1x27x27x256_27x14_512x3x3_pad_h1w1_stride_h1w2_dil_h1w1_conv_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 2456458966 4290221705 2301484646 2700027247
|
||||
conv2d fprop_1x27x27x256_14x27_512x3x3_pad_h1w1_stride_h2w1_dil_h1w1_corr_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 2456458966 4290221705 2301484646 4025827387
|
||||
conv2d fprop_1x27x27x256_14x27_512x3x3_pad_h1w1_stride_h2w1_dil_h1w1_conv_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 2456458966 4290221705 2301484646 2458486788
|
||||
conv2d fprop_3x28x28x256_14x14_256x2x2_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 1536613554 3309037265 3087350413 4020856657
|
||||
conv2d fprop_3x28x28x256_14x14_256x2x2_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 1536613554 3309037265 3087350413 3244570506
|
||||
conv2d fprop_1x32x32x16_6x16_32x3x3_pad_h1w1_stride_h6w2_dil_h1w1_corr_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 2165036913 3329730583 612960361 4168246341
|
||||
conv2d fprop_1x32x32x16_6x16_32x3x3_pad_h1w1_stride_h6w2_dil_h1w1_conv_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 2165036913 3329730583 612960361 2987573285
|
||||
conv2d fprop_32x24x32x32_24x31_32x1x2_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 2944909811 3592472200 1605228522 3887013673
|
||||
conv2d fprop_32x24x32x32_24x31_32x1x2_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 2944909811 3592472200 1605228522 1802699064
|
||||
conv2d fprop_4x4x5x128_3x3_256x3x6_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 747123297 2666823963 4290039622 1215151709
|
||||
conv2d fprop_4x4x5x128_3x3_256x3x6_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 747123297 2666823963 4290039622 3031516069
|
||||
conv2d fprop_4x2x3x256_1x1_328x3x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 1618850980 1182471718 961406695 372399325
|
||||
conv2d fprop_4x2x3x256_1x1_328x3x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 1618850980 1182471718 961406695 2003082608
|
||||
conv2d fprop_1x124x224x96_229x129_24x7x7_pad_h3w3_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 3643206226 3835297279 520645775 3465036547
|
||||
conv2d fprop_1x124x224x96_229x129_24x7x7_pad_h3w3_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 3643206226 3835297279 520645775 4223629118
|
||||
conv2d fprop_1x233x35x48_233x35_24x7x5_pad_h3w2_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 431903943 1729040908 358345442 4245746659
|
||||
conv2d fprop_1x233x35x48_233x35_24x7x5_pad_h3w2_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s8nhwc_s8nhwc_inhwc_i_f 431903943 1729040908 358345442 1224340034
|
||||
conv2d fprop_1x17x11x288_17x11_160x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha2_beta2 s8nhwc_s8nhwc_inhwc_i_f 4121454290 3081115403 2255344759 3879663798
|
||||
conv2d fprop_1x1x1x32_3x3_8x1x1_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 1274533679 3493243764 4209557191 1794065453
|
||||
conv2d fprop_1x1x1x32_3x3_8x1x1_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 1274533679 3493243764 4209557191 1794065453
|
||||
conv2d fprop_1x1x8x32_3x8_8x1x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 3620204349 4039599338 3324685530 2607282269
|
||||
conv2d fprop_1x1x8x32_3x8_8x1x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 3620204349 4039599338 3324685530 342506690
|
||||
conv2d fprop_1x7x8x32_7x8_8x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 4077428439 1945710027 1907827554 3710378399
|
||||
conv2d fprop_1x7x8x32_7x8_8x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 4077428439 1945710027 1907827554 1781834480
|
||||
conv2d fprop_1x7x9x32_6x8_8x4x4_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 2705691693 98103785 506563703 4119696922
|
||||
conv2d fprop_1x7x9x32_6x8_8x4x4_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 2705691693 98103785 506563703 2431904689
|
||||
conv2d fprop_2x7x9x32_5x7_8x5x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 3097300362 3751678476 493841232 4001455828
|
||||
conv2d fprop_2x7x9x32_5x7_8x5x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 3097300362 3751678476 493841232 1571483249
|
||||
conv2d fprop_3x7x9x32_4x7_8x6x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 1866766242 2133678546 1206332722 1403098053
|
||||
conv2d fprop_3x7x9x32_4x7_8x6x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 1866766242 2133678546 1206332722 1404854483
|
||||
conv2d fprop_3x7x9x32_4x6_8x6x6_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 1866766242 2687010637 1710685046 1600340471
|
||||
conv2d fprop_3x7x9x32_4x6_8x6x6_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 1866766242 2687010637 1710685046 994371582
|
||||
conv2d fprop_3x7x9x32_3x5_8x7x7_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 1866766242 1180898714 3026961444 2433465010
|
||||
conv2d fprop_3x7x9x32_3x5_8x7x7_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 1866766242 1180898714 3026961444 285484823
|
||||
conv2d fprop_1x11x7x32_6x4_8x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 4135010890 3493243764 3324685530 4263674457
|
||||
conv2d fprop_1x11x7x32_6x4_8x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 4135010890 3493243764 3324685530 4263674457
|
||||
conv2d fprop_1x11x7x32_6x4_8x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 4135010890 1945710027 3324685530 498513214
|
||||
conv2d fprop_1x11x7x32_6x4_8x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 4135010890 1945710027 3324685530 4201919667
|
||||
conv2d fprop_1x13x11x32_8x7_8x1x1_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 201700668 3493243764 1907827554 922168319
|
||||
conv2d fprop_1x13x11x32_8x7_8x1x1_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 201700668 3493243764 1907827554 922168319
|
||||
conv2d fprop_1x17x19x32_9x10_16x2x2_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 1446981531 3656150002 2720280253 731620572
|
||||
conv2d fprop_1x17x19x32_9x10_16x2x2_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 1446981531 3656150002 2720280253 2646086767
|
||||
conv2d fprop_1x23x5x32_12x3_16x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 2846234135 4032399193 1710685046 3988493390
|
||||
conv2d fprop_1x23x5x32_12x3_16x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 2846234135 4032399193 1710685046 876293908
|
||||
conv2d fprop_1x15x19x160_15x19_224x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 3622290451 1505540897 1588474612 3183183520
|
||||
conv2d fprop_1x15x19x160_15x19_224x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 3622290451 1505540897 1588474612 3183183520
|
||||
conv2d fprop_1x19x37x160_10x19_224x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 3586800483 2619789293 1907179330 1630548311
|
||||
conv2d fprop_1x19x37x160_10x19_224x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 3586800483 2619789293 1907179330 1880077064
|
||||
conv2d fprop_1x16x16x160_17x16_224x2x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 78021249 449214431 320006437 1729280118
|
||||
conv2d fprop_1x16x16x160_17x16_224x2x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 78021249 449214431 320006437 2905577482
|
||||
conv2d fprop_1x23x21x128_23x21_224x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 1731762070 2256228363 1898545094 1486216406
|
||||
conv2d fprop_1x23x21x128_23x21_224x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 1731762070 2256228363 1898545094 2323099205
|
||||
conv2d fprop_1x29x37x160_29x37_224x5x5_pad_h2w2_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 3184694370 1580258916 4242252933 2049528680
|
||||
conv2d fprop_1x29x37x160_29x37_224x5x5_pad_h2w2_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 3184694370 1580258916 4242252933 823670492
|
||||
conv2d fprop_1x15x19x64_15x19_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 311384756 2487637155 3184621425 1268005490
|
||||
conv2d fprop_1x15x19x64_15x19_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 311384756 2487637155 3184621425 4214263209
|
||||
conv2d fprop_1x16x24x96_16x24_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 407775809 1638222167 3148695436 2894438838
|
||||
conv2d fprop_1x16x24x96_16x24_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 407775809 1638222167 3148695436 1246130088
|
||||
conv2d fprop_1x13x16x288_7x8_160x5x5_pad_h2w2_stride_h2w2_dil_h1w1_corr_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 4006852980 809343331 1328605014 2088140151
|
||||
conv2d fprop_1x13x16x288_7x8_160x5x5_pad_h2w2_stride_h2w2_dil_h1w1_conv_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 4006852980 809343331 1328605014 4055269725
|
||||
conv2d fprop_1x55x51x256_28x26_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 2370365802 4043424400 3231726095 404674518
|
||||
conv2d fprop_1x55x51x256_28x26_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 2370365802 4043424400 3231726095 404674518
|
||||
conv2d fprop_1x71x80x32_36x40_64x5x5_pad_h2w2_stride_h2w2_dil_h1w1_corr_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 2744507507 3011298323 2856763908 1755771098
|
||||
conv2d fprop_1x71x80x32_36x40_64x5x5_pad_h2w2_stride_h2w2_dil_h1w1_conv_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 2744507507 3011298323 2856763908 2984060885
|
||||
conv2d fprop_1x27x23x256_9x7_512x3x3_pad_h0w0_stride_h3w3_dil_h1w1_corr_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 1348352570 3581007866 2240369427 3419649411
|
||||
conv2d fprop_1x27x23x256_9x7_512x3x3_pad_h0w0_stride_h3w3_dil_h1w1_conv_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 1348352570 3581007866 2240369427 2709709134
|
||||
conv2d fprop_1x27x31x256_12x11_512x3x3_pad_h5w7_stride_h3w4_dil_h1w1_corr_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 1293446836 3581007866 936455799 4083729015
|
||||
conv2d fprop_1x27x31x256_12x11_512x3x3_pad_h5w7_stride_h3w4_dil_h1w1_conv_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 1293446836 3581007866 936455799 521087104
|
||||
conv2d fprop_1x27x35x256_15x9_512x7x5_pad_h11w7_stride_h3w5_dil_h1w1_corr_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 3716781942 2056918974 3672240685 3952711909
|
||||
conv2d fprop_1x27x35x256_15x9_512x7x5_pad_h11w7_stride_h3w5_dil_h1w1_conv_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 3716781942 2056918974 3672240685 831276460
|
||||
conv2d fprop_1x27x27x256_27x14_512x3x3_pad_h1w1_stride_h1w2_dil_h1w1_corr_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 3230209466 3581007866 2301484646 1300821064
|
||||
conv2d fprop_1x27x27x256_27x14_512x3x3_pad_h1w1_stride_h1w2_dil_h1w1_conv_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 3230209466 3581007866 2301484646 2700027247
|
||||
conv2d fprop_1x27x27x256_14x27_512x3x3_pad_h1w1_stride_h2w1_dil_h1w1_corr_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 3230209466 3581007866 2301484646 4025827387
|
||||
conv2d fprop_1x27x27x256_14x27_512x3x3_pad_h1w1_stride_h2w1_dil_h1w1_conv_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 3230209466 3581007866 2301484646 2458486788
|
||||
conv2d fprop_3x28x28x256_14x14_256x2x2_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 3752219115 2612889427 3087350413 4020856657
|
||||
conv2d fprop_3x28x28x256_14x14_256x2x2_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 3752219115 2612889427 3087350413 3244570506
|
||||
conv2d fprop_32x24x32x32_24x31_32x1x2_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 712760952 3656150002 1605228522 3887013673
|
||||
conv2d fprop_32x24x32x32_24x31_32x1x2_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 712760952 3656150002 1605228522 1802699064
|
||||
conv2d fprop_4x4x5x128_3x3_256x3x6_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 1998572675 3327908208 4290039622 1215151709
|
||||
conv2d fprop_4x4x5x128_3x3_256x3x6_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 1998572675 3327908208 4290039622 3031516069
|
||||
conv2d fprop_4x2x3x256_1x1_328x3x5_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 1104335117 3889837239 961406695 372399325
|
||||
conv2d fprop_4x2x3x256_1x1_328x3x5_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 1104335117 3889837239 961406695 2003082608
|
||||
conv2d fprop_1x124x224x96_229x129_24x7x7_pad_h3w3_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 260007636 1848202930 520645775 3465036547
|
||||
conv2d fprop_1x124x224x96_229x129_24x7x7_pad_h3w3_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s4nhwc_s4nhwc_inhwc_i_f 260007636 1848202930 520645775 4223629118
|
||||
conv2d fprop_1x17x11x288_17x11_160x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha2_beta2 s4nhwc_s4nhwc_inhwc_i_f 2451612476 2037530725 2255344759 3879663798
|
||||
@ -0,0 +1,128 @@
|
||||
conv2d fprop_1x15x19x160_15x19_224x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 2257020387 2306573932 56677867 1786106543
|
||||
conv2d fprop_1x15x19x160_15x19_224x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 2257020387 2306573932 56677867 1786106543
|
||||
conv2d fprop_1x19x37x160_10x19_224x3x3_pad_h1w1_stride_h2w2_dil_h1w1_corr_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 1156972542 2907159083 2175481248 3712392696
|
||||
conv2d fprop_1x19x37x160_10x19_224x3x3_pad_h1w1_stride_h2w2_dil_h1w1_conv_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 1156972542 2907159083 2175481248 4128818508
|
||||
conv2d fprop_1x16x16x160_17x16_224x2x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 3622914431 360329309 1000827686 3397816796
|
||||
conv2d fprop_1x16x16x160_17x16_224x2x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 3622914431 360329309 1000827686 4023952937
|
||||
conv2d fprop_1x23x21x128_23x21_224x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 333387085 3931688998 1579688492 2803910439
|
||||
conv2d fprop_1x23x21x128_23x21_224x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 333387085 3931688998 1579688492 3489895425
|
||||
conv2d fprop_1x29x37x160_29x37_224x5x5_pad_h2w2_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 2517840716 1167172924 941948898 854314410
|
||||
conv2d fprop_1x29x37x160_29x37_224x5x5_pad_h2w2_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 2517840716 1167172924 941948898 1777561699
|
||||
conv2d fprop_1x15x19x64_15x19_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 993960861 2689618577 345208683 1561585450
|
||||
conv2d fprop_1x15x19x64_15x19_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 993960861 2689618577 345208683 2857545178
|
||||
conv2d fprop_1x16x24x96_16x24_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 2390973039 3400735473 1409384107 1984034023
|
||||
conv2d fprop_1x16x24x96_16x24_96x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 2390973039 3400735473 1409384107 2037481465
|
||||
conv2d fprop_1x13x16x288_7x8_160x5x5_pad_h2w2_stride_h2w2_dil_h1w1_corr_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 1491809625 4124099354 4139509970 978245698
|
||||
conv2d fprop_1x13x16x288_7x8_160x5x5_pad_h2w2_stride_h2w2_dil_h1w1_conv_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 1491809625 4124099354 4139509970 3910925680
|
||||
conv2d fprop_1x55x51x256_28x26_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 272928955 1481031949 3330491456 111364403
|
||||
conv2d fprop_1x55x51x256_28x26_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 272928955 1481031949 3330491456 111364403
|
||||
conv2d fprop_1x71x80x32_36x40_64x5x5_pad_h2w2_stride_h2w2_dil_h1w1_corr_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 401261840 318138824 1323519634 3290313862
|
||||
conv2d fprop_1x71x80x32_36x40_64x5x5_pad_h2w2_stride_h2w2_dil_h1w1_conv_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 401261840 318138824 1323519634 3540214472
|
||||
conv2d fprop_1x27x23x256_9x7_512x3x3_pad_h0w0_stride_h3w3_dil_h1w1_corr_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 465953721 1662236565 1710006728 3977590264
|
||||
conv2d fprop_1x27x23x256_9x7_512x3x3_pad_h0w0_stride_h3w3_dil_h1w1_conv_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 465953721 1662236565 1710006728 3361009847
|
||||
conv2d fprop_1x27x31x256_12x11_512x3x3_pad_h5w7_stride_h3w4_dil_h1w1_corr_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 2643174311 1662236565 1815140928 3586291526
|
||||
conv2d fprop_1x27x31x256_12x11_512x3x3_pad_h5w7_stride_h3w4_dil_h1w1_conv_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 2643174311 1662236565 1815140928 726840541
|
||||
conv2d fprop_1x27x35x256_15x9_512x7x5_pad_h11w7_stride_h3w5_dil_h1w1_corr_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 4293764010 4142851469 1225898575 3671738402
|
||||
conv2d fprop_1x27x35x256_15x9_512x7x5_pad_h11w7_stride_h3w5_dil_h1w1_conv_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 4293764010 4142851469 1225898575 1183585862
|
||||
conv2d fprop_1x27x27x256_27x14_512x3x3_pad_h1w1_stride_h1w2_dil_h1w1_corr_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 1437928962 1662236565 3221182201 980724445
|
||||
conv2d fprop_1x27x27x256_27x14_512x3x3_pad_h1w1_stride_h1w2_dil_h1w1_conv_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 1437928962 1662236565 3221182201 1864754285
|
||||
conv2d fprop_1x27x27x256_14x27_512x3x3_pad_h1w1_stride_h2w1_dil_h1w1_corr_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 1437928962 1662236565 3221182201 520312359
|
||||
conv2d fprop_1x27x27x256_14x27_512x3x3_pad_h1w1_stride_h2w1_dil_h1w1_conv_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 1437928962 1662236565 3221182201 2915637276
|
||||
conv2d fprop_3x28x28x256_14x14_256x2x2_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 2058879935 3902389594 1882642169 1604948913
|
||||
conv2d fprop_3x28x28x256_14x14_256x2x2_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 2058879935 3902389594 1882642169 4198560030
|
||||
conv2d fprop_32x24x32x32_24x31_32x1x2_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 2944909811 3226488785 3103396187 1821576460
|
||||
conv2d fprop_32x24x32x32_24x31_32x1x2_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 2944909811 3226488785 3103396187 1178412803
|
||||
conv2d fprop_4x4x5x128_3x3_256x3x6_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 844345223 3833205704 2120200862 3212986739
|
||||
conv2d fprop_4x4x5x128_3x3_256x3x6_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 844345223 3833205704 2120200862 426277367
|
||||
conv2d fprop_1x56x56x64_56x56_256x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 2680465245 2224844652 1189066576 2095234196
|
||||
conv2d fprop_1x56x56x64_56x56_256x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 2680465245 2224844652 1189066576 2095234196
|
||||
conv2d fprop_1x56x56x64_56x56_64x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 2680465245 3330175594 2327522013 4239788654
|
||||
conv2d fprop_1x56x56x64_56x56_64x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 2680465245 3330175594 2327522013 4239788654
|
||||
conv2d fprop_1x56x56x64_56x56_64x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 2680465245 2942065884 2327522013 2474295423
|
||||
conv2d fprop_1x56x56x64_56x56_64x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 2680465245 2942065884 2327522013 2015087380
|
||||
conv2d fprop_1x56x56x256_56x56_64x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 2494788361 673559002 2327522013 2262256181
|
||||
conv2d fprop_1x56x56x256_56x56_64x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 2494788361 673559002 2327522013 2262256181
|
||||
conv2d fprop_1x56x56x256_28x28_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 2494788361 1481031949 2522097906 1586033176
|
||||
conv2d fprop_1x56x56x256_28x28_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 2494788361 1481031949 2522097906 1586033176
|
||||
conv2d fprop_1x56x56x256_28x28_128x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 2494788361 2508231365 3519987931 2139994607
|
||||
conv2d fprop_1x56x56x256_28x28_128x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 2494788361 2508231365 3519987931 2139994607
|
||||
conv2d fprop_1x28x28x128_28x28_128x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 3118588240 2407183407 3519987931 2315728838
|
||||
conv2d fprop_1x28x28x128_28x28_128x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 3118588240 2407183407 3519987931 3439977625
|
||||
conv2d fprop_1x28x28x128_28x28_512x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 3118588240 3633353507 2522097906 1293871809
|
||||
conv2d fprop_1x28x28x128_28x28_512x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 3118588240 3633353507 2522097906 1293871809
|
||||
conv2d fprop_1x28x28x512_28x28_128x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 3830854792 594370640 3519987931 1641417207
|
||||
conv2d fprop_1x28x28x512_28x28_128x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 3830854792 594370640 3519987931 1641417207
|
||||
conv2d fprop_1x28x28x512_14x14_1024x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 3830854792 415008779 2163698124 1309114882
|
||||
conv2d fprop_1x28x28x512_14x14_1024x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 3830854792 415008779 2163698124 1309114882
|
||||
conv2d fprop_1x28x28x512_14x14_256x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 3830854792 3137005789 1648179354 57450329
|
||||
conv2d fprop_1x28x28x512_14x14_256x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 3830854792 3137005789 1648179354 57450329
|
||||
conv2d fprop_1x14x14x256_14x14_256x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 901927536 3144319670 1648179354 2433410615
|
||||
conv2d fprop_1x14x14x256_14x14_256x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 901927536 3144319670 1648179354 1242210609
|
||||
conv2d fprop_1x14x14x256_14x14_1024x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 901927536 1994427383 2163698124 4149927306
|
||||
conv2d fprop_1x14x14x256_14x14_1024x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 901927536 1994427383 2163698124 4149927306
|
||||
conv2d fprop_1x14x14x1024_14x14_256x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 2446540417 1805451200 1648179354 2061091838
|
||||
conv2d fprop_1x14x14x1024_14x14_256x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 2446540417 1805451200 1648179354 2061091838
|
||||
conv2d fprop_1x14x14x1024_7x7_2048x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 2446540417 1160209190 4271553919 4158225587
|
||||
conv2d fprop_1x14x14x1024_7x7_2048x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 2446540417 1160209190 4271553919 4158225587
|
||||
conv2d fprop_1x14x14x1024_7x7_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 2446540417 3270127523 3766582212 2050622635
|
||||
conv2d fprop_1x14x14x1024_7x7_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 2446540417 3270127523 3766582212 2050622635
|
||||
conv2d fprop_1x7x7x512_7x7_512x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 673124514 2964077129 3766582212 540078333
|
||||
conv2d fprop_1x7x7x512_7x7_512x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 673124514 2964077129 3766582212 1459986551
|
||||
conv2d fprop_1x7x7x512_7x7_2048x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 673124514 162466699 4271553919 4229033905
|
||||
conv2d fprop_1x7x7x512_7x7_2048x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 673124514 162466699 4271553919 4229033905
|
||||
conv2d fprop_1x7x7x2048_7x7_512x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 3790854543 1740163851 3766582212 666611661
|
||||
conv2d fprop_1x7x7x2048_7x7_512x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s8nc32hw32_s8c32rsk32_s8nc32hw32_i_f 3790854543 1740163851 3766582212 666611661
|
||||
conv2d fprop_1x55x51x256_28x26_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 s4nc64hw64_s4c64rsk64_s4nc64hw64_i_f 3563756534 4145401287 2774147186 516022831
|
||||
conv2d fprop_1x55x51x256_28x26_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 s4nc64hw64_s4c64rsk64_s4nc64hw64_i_f 3563756534 4145401287 2774147186 516022831
|
||||
conv2d fprop_1x27x23x256_9x7_512x3x3_pad_h0w0_stride_h3w3_dil_h1w1_corr_alpha1_beta0 s4nc64hw64_s4c64rsk64_s4nc64hw64_i_f 2958274559 2084126045 1988418915 2830875772
|
||||
conv2d fprop_1x27x23x256_9x7_512x3x3_pad_h0w0_stride_h3w3_dil_h1w1_conv_alpha1_beta0 s4nc64hw64_s4c64rsk64_s4nc64hw64_i_f 2958274559 2084126045 1988418915 3488898477
|
||||
conv2d fprop_1x27x31x256_12x11_512x3x3_pad_h5w7_stride_h3w4_dil_h1w1_corr_alpha1_beta0 s4nc64hw64_s4c64rsk64_s4nc64hw64_i_f 1464005709 2084126045 4276149125 1229313578
|
||||
conv2d fprop_1x27x31x256_12x11_512x3x3_pad_h5w7_stride_h3w4_dil_h1w1_conv_alpha1_beta0 s4nc64hw64_s4c64rsk64_s4nc64hw64_i_f 1464005709 2084126045 4276149125 1822992361
|
||||
conv2d fprop_1x27x35x256_15x9_512x7x5_pad_h11w7_stride_h3w5_dil_h1w1_corr_alpha1_beta0 s4nc64hw64_s4c64rsk64_s4nc64hw64_i_f 3218517333 2442721868 2671270533 2371226722
|
||||
conv2d fprop_1x27x35x256_15x9_512x7x5_pad_h11w7_stride_h3w5_dil_h1w1_conv_alpha1_beta0 s4nc64hw64_s4c64rsk64_s4nc64hw64_i_f 3218517333 2442721868 2671270533 1280057593
|
||||
conv2d fprop_1x27x27x256_27x14_512x3x3_pad_h1w1_stride_h1w2_dil_h1w1_corr_alpha1_beta0 s4nc64hw64_s4c64rsk64_s4nc64hw64_i_f 1354370892 2084126045 4193566385 2927747028
|
||||
conv2d fprop_1x27x27x256_27x14_512x3x3_pad_h1w1_stride_h1w2_dil_h1w1_conv_alpha1_beta0 s4nc64hw64_s4c64rsk64_s4nc64hw64_i_f 1354370892 2084126045 4193566385 1389616458
|
||||
conv2d fprop_1x27x27x256_14x27_512x3x3_pad_h1w1_stride_h2w1_dil_h1w1_corr_alpha1_beta0 s4nc64hw64_s4c64rsk64_s4nc64hw64_i_f 1354370892 2084126045 4193566385 1186086047
|
||||
conv2d fprop_1x27x27x256_14x27_512x3x3_pad_h1w1_stride_h2w1_dil_h1w1_conv_alpha1_beta0 s4nc64hw64_s4c64rsk64_s4nc64hw64_i_f 1354370892 2084126045 4193566385 929529143
|
||||
conv2d fprop_3x28x28x256_14x14_256x2x2_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 s4nc64hw64_s4c64rsk64_s4nc64hw64_i_f 2304806251 3157706556 3303866450 1115195627
|
||||
conv2d fprop_3x28x28x256_14x14_256x2x2_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 s4nc64hw64_s4c64rsk64_s4nc64hw64_i_f 2304806251 3157706556 3303866450 1898128533
|
||||
conv2d fprop_4x4x5x128_3x3_256x3x6_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s4nc64hw64_s4c64rsk64_s4nc64hw64_i_f 2637544259 2993513863 3602417067 2435518052
|
||||
conv2d fprop_4x4x5x128_3x3_256x3x6_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s4nc64hw64_s4c64rsk64_s4nc64hw64_i_f 2637544259 2993513863 3602417067 173672416
|
||||
conv2d fprop_1x56x56x64_56x56_256x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s4nc64hw64_s4c64rsk64_s4nc64hw64_i_f 3301525734 2221050180 2689662309 2294233865
|
||||
conv2d fprop_1x56x56x64_56x56_256x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s4nc64hw64_s4c64rsk64_s4nc64hw64_i_f 3301525734 2221050180 2689662309 2294233865
|
||||
conv2d fprop_1x56x56x64_56x56_64x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s4nc64hw64_s4c64rsk64_s4nc64hw64_i_f 3301525734 98103785 2280943499 2499302634
|
||||
conv2d fprop_1x56x56x64_56x56_64x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s4nc64hw64_s4c64rsk64_s4nc64hw64_i_f 3301525734 98103785 2280943499 2499302634
|
||||
conv2d fprop_1x56x56x64_56x56_64x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s4nc64hw64_s4c64rsk64_s4nc64hw64_i_f 3301525734 1677636452 2280943499 2796886958
|
||||
conv2d fprop_1x56x56x64_56x56_64x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s4nc64hw64_s4c64rsk64_s4nc64hw64_i_f 3301525734 1677636452 2280943499 1708111283
|
||||
conv2d fprop_1x56x56x256_56x56_64x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s4nc64hw64_s4c64rsk64_s4nc64hw64_i_f 1130520359 59038063 2280943499 2620671899
|
||||
conv2d fprop_1x56x56x256_56x56_64x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s4nc64hw64_s4c64rsk64_s4nc64hw64_i_f 1130520359 59038063 2280943499 2620671899
|
||||
conv2d fprop_1x56x56x256_28x28_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 s4nc64hw64_s4c64rsk64_s4nc64hw64_i_f 1130520359 4145401287 1219103855 3961007091
|
||||
conv2d fprop_1x56x56x256_28x28_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 s4nc64hw64_s4c64rsk64_s4nc64hw64_i_f 1130520359 4145401287 1219103855 3961007091
|
||||
conv2d fprop_1x56x56x256_28x28_128x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 s4nc64hw64_s4c64rsk64_s4nc64hw64_i_f 1130520359 504379703 1488928479 1427134856
|
||||
conv2d fprop_1x56x56x256_28x28_128x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 s4nc64hw64_s4c64rsk64_s4nc64hw64_i_f 1130520359 504379703 1488928479 1427134856
|
||||
conv2d fprop_1x28x28x128_28x28_128x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s4nc64hw64_s4c64rsk64_s4nc64hw64_i_f 899899803 1505875757 1488928479 396727280
|
||||
conv2d fprop_1x28x28x128_28x28_128x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s4nc64hw64_s4c64rsk64_s4nc64hw64_i_f 899899803 1505875757 1488928479 614758331
|
||||
conv2d fprop_1x28x28x128_28x28_512x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s4nc64hw64_s4c64rsk64_s4nc64hw64_i_f 899899803 1730326830 1219103855 2571923929
|
||||
conv2d fprop_1x28x28x128_28x28_512x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s4nc64hw64_s4c64rsk64_s4nc64hw64_i_f 899899803 1730326830 1219103855 2571923929
|
||||
conv2d fprop_1x28x28x512_28x28_128x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s4nc64hw64_s4c64rsk64_s4nc64hw64_i_f 816701080 1375821331 1488928479 4192533639
|
||||
conv2d fprop_1x28x28x512_28x28_128x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s4nc64hw64_s4c64rsk64_s4nc64hw64_i_f 816701080 1375821331 1488928479 4192533639
|
||||
conv2d fprop_1x28x28x512_14x14_1024x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 s4nc64hw64_s4c64rsk64_s4nc64hw64_i_f 816701080 1276141125 806482633 3315974235
|
||||
conv2d fprop_1x28x28x512_14x14_1024x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 s4nc64hw64_s4c64rsk64_s4nc64hw64_i_f 816701080 1276141125 806482633 3315974235
|
||||
conv2d fprop_1x28x28x512_14x14_256x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 s4nc64hw64_s4c64rsk64_s4nc64hw64_i_f 816701080 1201032911 1764365805 2880519032
|
||||
conv2d fprop_1x28x28x512_14x14_256x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 s4nc64hw64_s4c64rsk64_s4nc64hw64_i_f 816701080 1201032911 1764365805 2880519032
|
||||
conv2d fprop_1x14x14x256_14x14_256x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s4nc64hw64_s4c64rsk64_s4nc64hw64_i_f 2248088895 3515084013 1764365805 2795451116
|
||||
conv2d fprop_1x14x14x256_14x14_256x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s4nc64hw64_s4c64rsk64_s4nc64hw64_i_f 2248088895 3515084013 1764365805 3995792090
|
||||
conv2d fprop_1x14x14x256_14x14_1024x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s4nc64hw64_s4c64rsk64_s4nc64hw64_i_f 2248088895 2239379728 806482633 3653954546
|
||||
conv2d fprop_1x14x14x256_14x14_1024x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s4nc64hw64_s4c64rsk64_s4nc64hw64_i_f 2248088895 2239379728 806482633 3653954546
|
||||
conv2d fprop_1x14x14x1024_14x14_256x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s4nc64hw64_s4c64rsk64_s4nc64hw64_i_f 4171891827 3739025576 1764365805 3540733588
|
||||
conv2d fprop_1x14x14x1024_14x14_256x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s4nc64hw64_s4c64rsk64_s4nc64hw64_i_f 4171891827 3739025576 1764365805 3540733588
|
||||
conv2d fprop_1x14x14x1024_7x7_2048x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 s4nc64hw64_s4c64rsk64_s4nc64hw64_i_f 4171891827 4128795926 2366524779 2258473990
|
||||
conv2d fprop_1x14x14x1024_7x7_2048x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 s4nc64hw64_s4c64rsk64_s4nc64hw64_i_f 4171891827 4128795926 2366524779 2258473990
|
||||
conv2d fprop_1x14x14x1024_7x7_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_corr_alpha1_beta0 s4nc64hw64_s4c64rsk64_s4nc64hw64_i_f 4171891827 3574788779 1867333940 3661997755
|
||||
conv2d fprop_1x14x14x1024_7x7_512x1x1_pad_h0w0_stride_h2w2_dil_h1w1_conv_alpha1_beta0 s4nc64hw64_s4c64rsk64_s4nc64hw64_i_f 4171891827 3574788779 1867333940 3661997755
|
||||
conv2d fprop_1x7x7x512_7x7_512x3x3_pad_h1w1_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s4nc64hw64_s4c64rsk64_s4nc64hw64_i_f 1843516393 560338949 1867333940 512869068
|
||||
conv2d fprop_1x7x7x512_7x7_512x3x3_pad_h1w1_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s4nc64hw64_s4c64rsk64_s4nc64hw64_i_f 1843516393 560338949 1867333940 147207245
|
||||
conv2d fprop_1x7x7x512_7x7_2048x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s4nc64hw64_s4c64rsk64_s4nc64hw64_i_f 1843516393 1545827399 2366524779 2494918310
|
||||
conv2d fprop_1x7x7x512_7x7_2048x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s4nc64hw64_s4c64rsk64_s4nc64hw64_i_f 1843516393 1545827399 2366524779 2494918310
|
||||
conv2d fprop_1x7x7x2048_7x7_512x1x1_pad_h0w0_stride_h1w1_dil_h1w1_corr_alpha1_beta0 s4nc64hw64_s4c64rsk64_s4nc64hw64_i_f 3623215010 2231173245 1867333940 1230240181
|
||||
conv2d fprop_1x7x7x2048_7x7_512x1x1_pad_h0w0_stride_h1w1_dil_h1w1_conv_alpha1_beta0 s4nc64hw64_s4c64rsk64_s4nc64hw64_i_f 3623215010 2231173245 1867333940 1230240181
|
||||
@ -22,6 +22,7 @@
|
||||
|
||||
cutlass_test_unit_add_executable(
|
||||
cutlass_test_unit_epilogue_thread
|
||||
activation.cu
|
||||
linear_combination.cu
|
||||
linear_combination_planar_complex.cu
|
||||
)
|
||||
|
||||
314
test/unit/epilogue/thread/activation.cu
Normal file
314
test/unit/epilogue/thread/activation.cu
Normal file
@ -0,0 +1,314 @@
|
||||
/***************************************************************************************************
|
||||
* Copyright (c) 2017-2021, NVIDIA CORPORATION. All rights reserved.
|
||||
*
|
||||
* Redistribution and use in source and binary forms, with or without modification, are permitted
|
||||
* provided that the following conditions are met:
|
||||
* * Redistributions of source code must retain the above copyright notice, this list of
|
||||
* conditions and the following disclaimer.
|
||||
* * Redistributions in binary form must reproduce the above copyright notice, this list of
|
||||
* conditions and the following disclaimer in the documentation and/or other materials
|
||||
* provided with the distribution.
|
||||
* * Neither the name of the NVIDIA CORPORATION nor the names of its contributors may be used
|
||||
* to endorse or promote products derived from this software without specific prior written
|
||||
* permission.
|
||||
*
|
||||
* THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR
|
||||
* IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND
|
||||
* FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL NVIDIA CORPORATION BE LIABLE
|
||||
* FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING,
|
||||
* BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS;
|
||||
* OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT,
|
||||
* STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
|
||||
* OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
|
||||
*
|
||||
**************************************************************************************************/
|
||||
/*! \file
|
||||
\brief Unit tests for thread-level GEMM
|
||||
*/
|
||||
|
||||
#include "../../common/cutlass_unit_test.h"
|
||||
|
||||
#include "cutlass/epilogue/thread/activation.h"
|
||||
|
||||
#include "cutlass/util/host_tensor.h"
|
||||
|
||||
/////////////////////////////////////////////////////////////////////////////////////////////////
|
||||
|
||||
template <typename T, int N, typename Func>
|
||||
__global__ void test_Epilogue_thread_activation(T *out, T *in) {
|
||||
|
||||
cutlass::Array<T, N> *vec_out = reinterpret_cast<cutlass::Array<T, N> *>(out);
|
||||
cutlass::Array<T, N> *vec_in = reinterpret_cast<cutlass::Array<T, N> *>(in);
|
||||
|
||||
Func func;
|
||||
vec_out[threadIdx.x] = func(vec_in[threadIdx.x]);
|
||||
}
|
||||
|
||||
/////////////////////////////////////////////////////////////////////////////////////////////////
|
||||
|
||||
//
|
||||
// Reference
|
||||
//
|
||||
|
||||
static double GELU_golden_input[] = {
|
||||
1.587425827980, 1.157652974129, 0.750432848930, -0.965980410576,
|
||||
-0.388184845448, 0.014422321692, 0.353164494038, 1.354383468628,
|
||||
0.167588576674, 0.272798538208, -0.377032428980, 1.923444747925,
|
||||
0.308164477348, -0.341318070889, 0.278338819742, -0.292668998241,
|
||||
-1.051743745804, -0.814175724983, 0.112737402320, 1.262938618660,
|
||||
-1.582363605499, 0.722016870975, 1.053453564644, -0.659764587879,
|
||||
0.734917521477, 0.091274201870, 0.604461073875, -0.219043627381,
|
||||
-0.136795744300, 0.960650205612, -1.805408835411, 0.091029644012,
|
||||
-1.023343324661, 0.147713735700, -0.499895423651, 1.351878166199,
|
||||
-1.631091356277, -0.336171895266, -1.612408638000, 0.090832948685,
|
||||
-0.658132910728, -0.326727777719, -1.986387014389, 0.787685871124,
|
||||
-1.015677452087, -0.225094825029, 0.876752018929, 0.744826257229,
|
||||
0.870290279388, -0.757595360279, 1.510331749916, 0.750012576580,
|
||||
0.906444966793, -0.915759027004, 1.260277032852, -0.158465340734,
|
||||
-0.109191477299, -0.817102134228, 0.391305118799, -0.524910449982,
|
||||
0.351349592209, 0.801979541779, 0.446691334248, -0.741077482700,
|
||||
1.205966711044, -0.910210072994, 0.945986449718, 0.784096539021,
|
||||
1.670521497726, 0.344931513071, -0.301411420107, 0.309870749712,
|
||||
-0.879704594612, -1.951189517975, -0.805817663670, -0.661812782288,
|
||||
-0.505914270878, -1.836273789406, -0.381845980883, -0.554707705975,
|
||||
-0.375447630882, -0.516645610332, 0.509586095810, 1.087131023407,
|
||||
2.664817094803, -1.558295488358, -0.076461032033, -0.504621028900,
|
||||
1.327111959457, -1.819981694221, 1.350415468216, -2.074112653732,
|
||||
1.501431345940, -1.339013576508, 0.162817999721, -1.473457217216,
|
||||
0.357770472765, 0.188413277268, 1.601302266121, -0.653882205486,
|
||||
0.856162548065, 0.763102591038, -0.526283502579, 0.581961452961,
|
||||
0.089969776571, 1.968745589256, 0.545802056789, -1.168786048889,
|
||||
1.206663012505, -0.109096683562, -1.223938226700, 0.744599223137,
|
||||
-1.779406785965, 0.766436159611, -0.579044401646, -1.002057313919,
|
||||
-0.715845823288, -0.562508940697, 0.886768460274, 2.327786445618,
|
||||
-0.148763969541, -0.918884515762, -0.367678701878, -1.105021238327,
|
||||
-0.461237311363, 0.158228352666, -0.254040330648, 1.427477598190,
|
||||
0.277530491352, 0.046293262392, -0.535557329655, -1.486695051193,
|
||||
-0.953706681728, -1.040495038033, -0.314667612314, 0.348172843456,
|
||||
0.522773325443, 0.025960063562, -0.482472360134, 1.993084549904,
|
||||
-0.253064930439, -0.012146313675, -2.166327714920, 0.398040622473,
|
||||
-0.022238900885, -0.443580865860, -0.898376941681, -0.571689844131,
|
||||
1.666979670525, -0.831176340580, -0.671057403088, 0.481970995665,
|
||||
-1.096243023872, -1.493894338608, 0.596651911736, -0.229505166411,
|
||||
1.165976166725, 0.905094027519, 0.049716457725, -1.362933635712,
|
||||
-0.366948783398, 1.461613893509, -0.718411505222, 0.895385026932,
|
||||
-0.763122260571, 1.329716682434, 1.366570711136, -0.086544901133,
|
||||
0.059739742428, 0.940766513348, -0.272854357958, -1.738811373711,
|
||||
-0.361239165068, 0.696977972984, 1.288442254066, 1.264815807343,
|
||||
-0.573566436768, -1.141678214073, 0.081865988672, -0.886228799820,
|
||||
-0.236933603883, 1.050115466118, -0.538952171803, 0.651773929596,
|
||||
-0.220034509897, -1.198960781097, 1.247478365898, -0.053529661149,
|
||||
0.639809548855, 1.672434806824, 0.511088073254, -1.179364681244,
|
||||
-0.730427742004, 0.157630980015, 0.389369845390, -0.925578773022,
|
||||
-0.093250080943, -0.391062080860, 0.852983593941, 1.868778109550,
|
||||
-1.198786258698, 0.604997038841, -1.482687234879, -2.469333171844,
|
||||
0.718807697296, -0.559609353542, 2.187228441238, -2.927527904510,
|
||||
0.148535788059, -0.097280368209, 0.674131810665, -1.137645959854,
|
||||
0.792729616165, -1.166317462921, -0.498791724443, 1.675866723061,
|
||||
-0.137909621000, -0.653263568878, -2.281216144562, 0.296096831560,
|
||||
2.002410173416, 1.083609819412, 0.933580815792, -1.504760265350,
|
||||
2.185185909271, 0.286121010780, -1.035485863686, -0.216372340918,
|
||||
-0.274334043264, -0.849510788918, -1.397169828415, -0.407644748688,
|
||||
0.159476816654, -0.170650705695, 0.335193097591, -0.156852483749,
|
||||
0.036168430001, 0.858105242252, -1.086121797562, 0.404813349247,
|
||||
-0.481496721506, -0.389882832766, 0.020690204576, -0.772020936012,
|
||||
-0.758921504021, 0.323482036591, 0.115715265274, -0.811228036880,
|
||||
-0.882436633110, 0.176811277866, 1.678015947342, 0.379081040621,
|
||||
-0.842976212502, 0.346952259541, -0.545828759670, 1.632800459862
|
||||
};
|
||||
|
||||
static double GELU_golden_output[] = {
|
||||
1.498199582100, 1.014679551125, 0.580462038517, -0.161344811320,
|
||||
-0.135453075171, 0.007294139825, 0.225325092673, 1.235459089279,
|
||||
0.094946734607, 0.165724009275, -0.133120641112, 1.871103763580,
|
||||
0.191376730800, -0.125069886446, 0.169681981206, -0.112644664943,
|
||||
-0.154036879539, -0.169163048267, 0.061428427696, 1.132469892502,
|
||||
-0.089851818979, 0.552240371704, 0.899579226971, -0.168043658137,
|
||||
0.565008401871, 0.048956073821, 0.439583092928, -0.090532489121,
|
||||
-0.060955654830, 0.798911273479, -0.064101703465, 0.048816055059,
|
||||
-0.156645998359, 0.082529976964, -0.154254898429, 1.232632875443,
|
||||
-0.083896033466, -0.123835846782, -0.086161509156, 0.048703473061,
|
||||
-0.167972877622, -0.121522113681, -0.046670529991, 0.617986679077,
|
||||
-0.157319813967, -0.092503339052, 0.709896743298, 0.574865520000,
|
||||
0.703132867813, -0.169963955879, 1.411436080933, 0.580042064190,
|
||||
0.741154611111, -0.164741978049, 1.129479527473, -0.069256491959,
|
||||
-0.049848672003, -0.169087052345, 0.255214750767, -0.157380074263,
|
||||
0.223928079009, 0.632535398006, 0.300378054380, -0.169946283102,
|
||||
1.068588852882, -0.165071934462, 0.783203184605, 0.614346146584,
|
||||
1.591325283051, 0.219006344676, -0.115003645420, 0.192637458444,
|
||||
-0.166712537408, -0.049788996577, -0.169361919165, -0.168130636215,
|
||||
-0.155041679740, -0.060888241976, -0.134137839079, -0.160614117980,
|
||||
-0.132782235742, -0.156389534473, 0.354075312614, 0.936574816704,
|
||||
2.654553413391, -0.092845752835, -0.035900454968, -0.154874503613,
|
||||
1.204704761505, -0.062572605908, 1.230982899666, -0.039479542524,
|
||||
1.401402950287, -0.120890334249, 0.091938301921, -0.103604510427,
|
||||
0.228880971670, 0.108285568655, 1.513783097267, -0.167782157660,
|
||||
0.688394129276, 0.593158841133, -0.157540664077, 0.418839782476,
|
||||
0.048209801316, 1.920528769493, 0.386099845171, -0.141709372401,
|
||||
1.069367766380, -0.049809500575, -0.135230198503, 0.574639260769,
|
||||
-0.066881760955, 0.596510827541, -0.162873372436, -0.158483341336,
|
||||
-0.169686436653, -0.161375194788, 0.720409095287, 2.304597616196,
|
||||
-0.065585561097, -0.164551988244, -0.131098195910, -0.148708447814,
|
||||
-0.148663327098, 0.089060656726, -0.101548098028, 1.317959904671,
|
||||
0.169103100896, 0.024001283571, -0.158595800400, -0.101909510791,
|
||||
-0.162240833044, -0.155090972781, -0.118474565446, 0.221488356590,
|
||||
0.365645468235, 0.013248858973, -0.151851043105, 1.946992278099,
|
||||
-0.101253561676, -0.006014300976, -0.032804865390, 0.260597169399,
|
||||
-0.010922161862, -0.145792976022, -0.165743649006, -0.162226170301,
|
||||
1.587365984917, -0.168676435947, -0.168497130275, 0.330191940069,
|
||||
-0.149622067809, -0.100989677012, 0.432351946831, -0.093922272325,
|
||||
1.023946166039, 0.739726305008, 0.025843897834, -0.117827951908,
|
||||
-0.130937814713, 1.356489539146, -0.169726014137, 0.729478538036,
|
||||
-0.169943705201, 1.207641005516, 1.249209761620, -0.040288090706,
|
||||
0.031292784959, 0.777626037598, -0.107090584934, -0.071350336075,
|
||||
-0.129670530558, 0.527676224709, 1.161149263382, 1.134579420090,
|
||||
-0.162394225597, -0.144757837057, 0.043603736907, -0.166386902332,
|
||||
-0.096278958023, 0.895924389362, -0.158969298005, 0.484089732170,
|
||||
-0.090857118368, -0.138206124306, 1.115107178688, -0.025622237474,
|
||||
0.472724437714, 1.593463659286, 0.355387806892, -0.140493586659,
|
||||
-0.169871479273, 0.088687323034, 0.253673940897, -0.164135158062,
|
||||
-0.043161027133, -0.136040985584, 0.685087263584, 1.811169505119,
|
||||
-0.138226687908, 0.440080583096, -0.102422207594, -0.016713079065,
|
||||
0.549075841904, -0.161096408963, 2.155813455582, -0.005001218989,
|
||||
0.083037458360, -0.044870752841, 0.505522191525, -0.145202502608,
|
||||
0.623111069202, -0.141991063952, -0.154108211398, 1.597298502922,
|
||||
-0.061391282827, -0.167753636837, -0.025704355910, 0.182520583272,
|
||||
1.957115054131, 0.932696640491, 0.769961357117, -0.099604383111,
|
||||
2.153636932373, 0.175279796124, -0.155551761389, -0.089653611183,
|
||||
-0.107515335083, -0.168032020330, -0.113423995674, -0.139319628477,
|
||||
0.089841812849, -0.073763631284, 0.211594089866, -0.068651281297,
|
||||
0.018605981022, 0.690416753292, -0.150658726692, 0.266040354967,
|
||||
-0.151710823178, -0.135800719261, 0.010515870526, -0.169883996248,
|
||||
-0.169960290194, 0.202769815922, 0.063187584281, -0.169236257672,
|
||||
-0.166577890515, 0.100812792778, 1.599699616432, 0.245525524020,
|
||||
-0.168275654316, 0.220552831888, -0.159705042839, 1.549110531807
|
||||
};
|
||||
|
||||
/////////////////////////////////////////////////////////////////////////////////////////////////
|
||||
|
||||
TEST(Epilogue_thread_gelu_taylor, device_f32) {
|
||||
|
||||
int const kN = 256;
|
||||
int const kV = 4;
|
||||
|
||||
using Element = float;
|
||||
using Func = cutlass::epilogue::thread::GELU_taylor<cutlass::Array<Element, kV>>;
|
||||
|
||||
double tolerance = 0.005;
|
||||
|
||||
//
|
||||
// Construct workspace
|
||||
//
|
||||
cutlass::HostTensor<Element, cutlass::layout::RowMajor> tensor_Destination({1, kN});
|
||||
cutlass::HostTensor<Element, cutlass::layout::RowMajor> tensor_Source({1, kN});
|
||||
|
||||
for (int i = 0; i < kN; ++i) {
|
||||
tensor_Source.host_data(i) = Element(GELU_golden_input[i]);
|
||||
}
|
||||
|
||||
tensor_Destination.sync_device();
|
||||
tensor_Source.sync_device();
|
||||
|
||||
//
|
||||
// Launch the kernel
|
||||
//
|
||||
dim3 grid(1,1,1);
|
||||
dim3 block(kN / kV, 1, 1);
|
||||
|
||||
test_Epilogue_thread_activation<Element, kV, Func><<< grid, block >>>(
|
||||
tensor_Destination.device_data(),
|
||||
tensor_Source.device_data());
|
||||
|
||||
tensor_Destination.sync_host();
|
||||
|
||||
//
|
||||
// Verify
|
||||
//
|
||||
|
||||
for (int i = 0; i < kN; ++i) {
|
||||
Element input = Element(GELU_golden_input[i]);
|
||||
Element got = tensor_Destination.host_data(i);
|
||||
Element expected = Element(GELU_golden_output[i]);
|
||||
|
||||
double rel_error = (double(got) - double(expected)) / double(expected);
|
||||
|
||||
double tolerance_override = tolerance;
|
||||
|
||||
switch (i) {
|
||||
case 142: tolerance_override = 0.008; break;
|
||||
case 203: tolerance_override = 0.03; break;
|
||||
case 207: tolerance_override = 0.09; break;
|
||||
case 218: tolerance_override = 0.013; break;
|
||||
}
|
||||
|
||||
EXPECT_LT(std::abs(rel_error), tolerance_override)
|
||||
<< "Input[" << i << "]: " << input << ", Got: " << got << ", expected: " << expected;
|
||||
}
|
||||
}
|
||||
|
||||
/////////////////////////////////////////////////////////////////////////////////////////////////
|
||||
|
||||
TEST(Epilogue_thread_gelu_taylor, device_f16) {
|
||||
|
||||
int const kN = 256;
|
||||
int const kV = 8;
|
||||
|
||||
using Element = cutlass::half_t;
|
||||
using Func = cutlass::epilogue::thread::GELU_taylor<cutlass::Array<Element, kV>>;
|
||||
|
||||
double tolerance = 0.005;
|
||||
|
||||
//
|
||||
// Construct workspace
|
||||
//
|
||||
cutlass::HostTensor<Element, cutlass::layout::RowMajor> tensor_Destination({1, kN});
|
||||
cutlass::HostTensor<Element, cutlass::layout::RowMajor> tensor_Source({1, kN});
|
||||
|
||||
for (int i = 0; i < kN; ++i) {
|
||||
tensor_Source.host_data(i) = Element(GELU_golden_input[i]);
|
||||
}
|
||||
|
||||
tensor_Destination.sync_device();
|
||||
tensor_Source.sync_device();
|
||||
|
||||
//
|
||||
// Launch the kernel
|
||||
//
|
||||
dim3 grid(1,1,1);
|
||||
dim3 block(kN / kV, 1, 1);
|
||||
|
||||
test_Epilogue_thread_activation<Element, kV, Func><<< grid, block >>>(
|
||||
tensor_Destination.device_data(),
|
||||
tensor_Source.device_data());
|
||||
|
||||
tensor_Destination.sync_host();
|
||||
|
||||
//
|
||||
// Verify
|
||||
//
|
||||
|
||||
for (int i = 0; i < kN; ++i) {
|
||||
Element input = Element(GELU_golden_input[i]);
|
||||
Element got = tensor_Destination.host_data(i);
|
||||
Element expected = Element(GELU_golden_output[i]);
|
||||
|
||||
double rel_error = (double(got) - double(expected)) / double(expected);
|
||||
|
||||
double tolerance_override = tolerance;
|
||||
|
||||
switch (i) {
|
||||
case 36: tolerance_override = 0.006; break;
|
||||
case 77: tolerance_override = 0.009; break;
|
||||
case 95: tolerance_override = 0.008; break;
|
||||
case 112: tolerance_override = 0.007; break;
|
||||
case 171: tolerance_override = 0.006; break;
|
||||
case 203: tolerance_override = 0.03; break;
|
||||
case 207: tolerance_override = 0.15; break;
|
||||
}
|
||||
|
||||
EXPECT_LT(std::abs(rel_error), tolerance_override)
|
||||
<< "Input[" << i << "]: " << input << ", Got: " << got << ", expected: " << expected;
|
||||
}
|
||||
}
|
||||
|
||||
/////////////////////////////////////////////////////////////////////////////////////////////////
|
||||
@ -159,3 +159,41 @@ TEST(Epilogue_thread_linear_combination_gelu, device_side_f16_f16_ptr) {
|
||||
}
|
||||
|
||||
/////////////////////////////////////////////////////////////////////////////////////////////////
|
||||
|
||||
TEST(Epilogue_thread_linear_combination_gelu_taylor, device_side_f16_f16_ptr) {
|
||||
|
||||
using Element = cutlass::half_t;
|
||||
using ElementOutput = cutlass::half_t;
|
||||
int const kCount = 8;
|
||||
|
||||
using LinearCombinationGELU = cutlass::epilogue::thread::LinearCombinationGELU<
|
||||
ElementOutput,
|
||||
kCount,
|
||||
Element,
|
||||
Element>;
|
||||
|
||||
Element alpha = Element(1);
|
||||
Element beta = Element(0);
|
||||
|
||||
typename LinearCombinationGELU::Params params(&alpha, &beta);
|
||||
|
||||
LinearCombinationGELU linear_combination_op(params);
|
||||
|
||||
cutlass::Array<Element, kCount> accum;
|
||||
|
||||
for (int i = 0; i < kCount; ++i) {
|
||||
accum[i] = Element((float)i * 0.3f);
|
||||
}
|
||||
|
||||
cutlass::Array<ElementOutput, kCount> destination = linear_combination_op(accum, accum);
|
||||
cutlass::epilogue::thread::GELU<ElementOutput> gelu_func;
|
||||
|
||||
for (int i = 0; i < kCount; ++i) {
|
||||
ElementOutput expected = gelu_func(accum[i]);
|
||||
ElementOutput got = destination[i];
|
||||
EXPECT_TRUE(expected == got);
|
||||
}
|
||||
}
|
||||
|
||||
/////////////////////////////////////////////////////////////////////////////////////////////////
|
||||
|
||||
|
||||
Reference in New Issue
Block a user