From 83c4145932afe30795bc1804d388284f3125bad7 Mon Sep 17 00:00:00 2001 From: QingshuChen Date: Thu, 8 Dec 2022 11:22:17 +0800 Subject: [PATCH] rm kunlun xpu2_op_list (#48826) *test=kunlun --- .../fluid/platform/device/xpu/xpu2_op_list.h | 773 ------------------ .../unittests/xpu/test_sampling_id_op_xpu.py | 48 -- 2 files changed, 821 deletions(-) delete mode 100644 paddle/fluid/platform/device/xpu/xpu2_op_list.h delete mode 100644 python/paddle/fluid/tests/unittests/xpu/test_sampling_id_op_xpu.py diff --git a/paddle/fluid/platform/device/xpu/xpu2_op_list.h b/paddle/fluid/platform/device/xpu/xpu2_op_list.h deleted file mode 100644 index 59fd27dced7..00000000000 --- a/paddle/fluid/platform/device/xpu/xpu2_op_list.h +++ /dev/null @@ -1,773 +0,0 @@ -/* Copyright (c) 2021 PaddlePaddle Authors. All Rights Reserved. -Licensed under the Apache License, Version 2.0 (the "License"); -you may not use this file except in compliance with the License. -You may obtain a copy of the License at - http://www.apache.org/licenses/LICENSE-2.0 -Unless required by applicable law or agreed to in writing, software -distributed under the License is distributed on an "AS IS" BASIS, -WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -See the License for the specific language governing permissions and -limitations under the License. */ -#pragma once - -#ifdef PADDLE_WITH_XPU -#include -#include -#include - -#include "paddle/fluid/framework/op_kernel_type.h" - -namespace paddle { -namespace platform { - -using vartype = paddle::framework::proto::VarType; -using pOpKernelType = paddle::framework::OpKernelType; -using XPUKernelSet = - std::unordered_set; -using XPUOpMap = std::unordered_map; - -XPUOpMap& get_kl2_ops() { - // KL1支持的op，通过op_name, data_type, place来索引 - static XPUOpMap s_xpu2_kernels{ - {"abs", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"abs_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"adadelta", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"adamw", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"adam", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"arg_max", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"argsort_grad", - XPUKernelSet({pOpKernelType(vartype::INT32, XPUPlace()), - pOpKernelType(vartype::INT64, XPUPlace()), - pOpKernelType(vartype::FP32, XPUPlace())})}, - {"argsort", - XPUKernelSet({pOpKernelType(vartype::INT32, XPUPlace()), - pOpKernelType(vartype::INT64, XPUPlace()), - pOpKernelType(vartype::FP32, XPUPlace())})}, - {"assign", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP64, XPUPlace()), - pOpKernelType(vartype::INT32, XPUPlace()), - pOpKernelType(vartype::INT64, XPUPlace()), - pOpKernelType(vartype::BOOL, XPUPlace())})}, - {"assign_value", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"batch_norm_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"batch_norm", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"bmm", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"bmm_grad", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"bce_loss_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"bce_loss", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"beam_search", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP64, XPUPlace()), - pOpKernelType(vartype::INT32, XPUPlace()), - pOpKernelType(vartype::INT64, XPUPlace())})}, - {"beam_search_decode", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP64, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace()), - pOpKernelType(vartype::INT32, XPUPlace()), - pOpKernelType(vartype::INT64, XPUPlace())})}, - {"bilinear_interp_v2", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"bilinear_interp_v2_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"broadcast", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"c_allgather", - XPUKernelSet({pOpKernelType(vartype::FP16, XPUPlace()), - pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP64, XPUPlace()), - pOpKernelType(vartype::INT32, XPUPlace()), - pOpKernelType(vartype::INT64, XPUPlace())})}, - {"c_allreduce_sum", - XPUKernelSet({pOpKernelType(vartype::FP16, XPUPlace()), - pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::INT32, XPUPlace())})}, - {"c_embedding", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"c_identity", - XPUKernelSet({pOpKernelType(vartype::FP16, XPUPlace()), - pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP64, XPUPlace()), - pOpKernelType(vartype::INT32, XPUPlace()), - pOpKernelType(vartype::INT64, XPUPlace())})}, - {"c_sync_calc_stream", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"c_sync_comm_stream", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"cast", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace()), - pOpKernelType(vartype::FP64, XPUPlace()), - pOpKernelType(vartype::BOOL, XPUPlace()), - pOpKernelType(vartype::UINT8, XPUPlace()), - pOpKernelType(vartype::INT64, XPUPlace()), - pOpKernelType(vartype::INT32, XPUPlace())})}, - {"check_finite_and_unscale", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"clip", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"clip_by_norm", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"coalesce_tensor", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"concat_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"concat", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace()), - pOpKernelType(vartype::INT64, XPUPlace())})}, - {"conv2d_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"conv2d", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"conv3d_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"conv3d", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"conv2d_transpose_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"conv2d_transpose", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"cumsum", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::INT32, XPUPlace()), - pOpKernelType(vartype::INT64, XPUPlace())})}, - {"deformable_conv_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"deformable_conv", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"depthwise_conv2d_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"depthwise_conv2d", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"dropout_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"dropout", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"elementwise_add_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"elementwise_add", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"elementwise_div_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"elementwise_div", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"elementwise_floordiv", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"elementwise_max_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"elementwise_max", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"elementwise_min_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"elementwise_min", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"elementwise_mul_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"elementwise_mul", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"elementwise_pow", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"elementwise_sub_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"elementwise_sub", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace()), - pOpKernelType(vartype::INT64, XPUPlace())})}, - {"elementwise_mod", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace()), - pOpKernelType(vartype::INT64, XPUPlace()), - pOpKernelType(vartype::INT32, XPUPlace())})}, - {"empty", - XPUKernelSet({pOpKernelType(vartype::INT64, XPUPlace()), - pOpKernelType(vartype::INT32, XPUPlace()), - pOpKernelType(vartype::INT16, XPUPlace()), - pOpKernelType(vartype::INT8, XPUPlace()), - pOpKernelType(vartype::UINT8, XPUPlace()), - pOpKernelType(vartype::BOOL, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace()), - pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP64, XPUPlace())})}, - {"embedding_sparse_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"equal", - XPUKernelSet({pOpKernelType(vartype::INT64, XPUPlace()), - pOpKernelType(vartype::INT32, XPUPlace()), - pOpKernelType(vartype::FP32, XPUPlace())})}, - {"exp_grad", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"exp", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"expand_as_v2", - XPUKernelSet({pOpKernelType(vartype::INT32, XPUPlace()), - pOpKernelType(vartype::INT64, XPUPlace()), - pOpKernelType(vartype::BOOL, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace()), - pOpKernelType(vartype::FP32, XPUPlace())})}, - {"expand_v2", - XPUKernelSet({pOpKernelType(vartype::INT32, XPUPlace()), - pOpKernelType(vartype::INT64, XPUPlace()), - pOpKernelType(vartype::BOOL, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace()), - pOpKernelType(vartype::FP32, XPUPlace())})}, - {"fill_any_like", - XPUKernelSet({pOpKernelType(vartype::INT64, XPUPlace()), - pOpKernelType(vartype::INT32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace()), - pOpKernelType(vartype::FP32, XPUPlace())})}, - {"fill_constant", - XPUKernelSet({pOpKernelType(vartype::INT64, XPUPlace()), - pOpKernelType(vartype::INT32, XPUPlace()), - pOpKernelType(vartype::INT16, XPUPlace()), - pOpKernelType(vartype::UINT8, XPUPlace()), - pOpKernelType(vartype::BOOL, XPUPlace()), - pOpKernelType(vartype::FP64, XPUPlace()), - pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace()), - pOpKernelType(vartype::COMPLEX64, XPUPlace()), - pOpKernelType(vartype::COMPLEX128, XPUPlace())})}, - {"flatten2_grad", - XPUKernelSet({pOpKernelType(vartype::INT64, XPUPlace()), - pOpKernelType(vartype::INT32, XPUPlace()), - pOpKernelType(vartype::INT8, XPUPlace()), - pOpKernelType(vartype::FP32, XPUPlace())})}, - {"flatten2", - XPUKernelSet({pOpKernelType(vartype::INT64, XPUPlace()), - pOpKernelType(vartype::INT32, XPUPlace()), - pOpKernelType(vartype::INT8, XPUPlace()), - pOpKernelType(vartype::FP32, XPUPlace())})}, - {"flatten_contiguous_range_grad", - XPUKernelSet({pOpKernelType(vartype::INT64, XPUPlace()), - pOpKernelType(vartype::INT32, XPUPlace()), - pOpKernelType(vartype::INT8, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace()), - pOpKernelType(vartype::FP32, XPUPlace())})}, - {"flatten_contiguous_range", - XPUKernelSet({pOpKernelType(vartype::INT64, XPUPlace()), - pOpKernelType(vartype::INT32, XPUPlace()), - pOpKernelType(vartype::INT8, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace()), - pOpKernelType(vartype::FP32, XPUPlace())})}, - {"flatten_grad", - XPUKernelSet({pOpKernelType(vartype::INT64, XPUPlace()), - pOpKernelType(vartype::INT32, XPUPlace()), - pOpKernelType(vartype::INT8, XPUPlace()), - pOpKernelType(vartype::FP32, XPUPlace())})}, - {"flatten", - XPUKernelSet({pOpKernelType(vartype::INT64, XPUPlace()), - pOpKernelType(vartype::INT32, XPUPlace()), - pOpKernelType(vartype::INT8, XPUPlace()), - pOpKernelType(vartype::FP32, XPUPlace())})}, - {"unfold", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"unfold_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"floor", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"gather_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"gather_nd", - XPUKernelSet({pOpKernelType(vartype::INT32, XPUPlace()), - pOpKernelType(vartype::INT64, XPUPlace()), - pOpKernelType(vartype::FP32, XPUPlace())})}, - {"gather", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"gaussian_random", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"gelu_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"gelu", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"generate_proposals_v2", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"grad_add", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"greater_equal", - XPUKernelSet({pOpKernelType(vartype::INT64, XPUPlace()), - pOpKernelType(vartype::INT32, XPUPlace()), - pOpKernelType(vartype::FP32, XPUPlace())})}, - {"greater_than", - XPUKernelSet({pOpKernelType(vartype::INT64, XPUPlace()), - pOpKernelType(vartype::INT32, XPUPlace()), - pOpKernelType(vartype::FP32, XPUPlace())})}, - {"grid_sampler", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"hard_sigmoid_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"hard_sigmoid", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"hard_swish_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"hard_swish", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"huber_loss_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"huber_loss", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"kldiv_loss", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"kldiv_loss_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"iou_similarity", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"index_select", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::INT32, XPUPlace()), - pOpKernelType(vartype::INT64, XPUPlace())})}, - {"instance_norm", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"instance_norm_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"label_smooth", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"lamb", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"lars_momentum", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"layer_norm_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"layer_norm", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"leaky_relu_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"leaky_relu", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"less_equal", - XPUKernelSet({pOpKernelType(vartype::INT64, XPUPlace()), - pOpKernelType(vartype::INT32, XPUPlace()), - pOpKernelType(vartype::FP32, XPUPlace())})}, - {"less_than", - XPUKernelSet({pOpKernelType(vartype::INT64, XPUPlace()), - pOpKernelType(vartype::INT32, XPUPlace()), - pOpKernelType(vartype::FP32, XPUPlace())})}, - {"load_combine", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP64, XPUPlace()), - pOpKernelType(vartype::INT8, XPUPlace()), - pOpKernelType(vartype::INT32, XPUPlace()), - pOpKernelType(vartype::INT64, XPUPlace())})}, - {"log", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"log_grad", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"log_softmax", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"log_softmax_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"lookup_table_v2_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"lookup_table_v2", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"masked_select", - XPUKernelSet({pOpKernelType(vartype::INT32, XPUPlace()), - pOpKernelType(vartype::INT64, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace()), - pOpKernelType(vartype::FP32, XPUPlace())})}, - {"masked_select_grad", - XPUKernelSet({pOpKernelType(vartype::INT32, XPUPlace()), - pOpKernelType(vartype::INT64, XPUPlace()), - pOpKernelType(vartype::BOOL, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace()), - pOpKernelType(vartype::FP32, XPUPlace())})}, - {"matmul_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"matmul_v2_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"matmul_v2", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"matmul", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"mean_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"mean", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"merged_momentum", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"mish_grad", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"mish", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"momentum", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"mul", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"mul_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"nearest_interp_v2", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"nearest_interp_v2_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"not_equal", - XPUKernelSet({pOpKernelType(vartype::INT64, XPUPlace()), - pOpKernelType(vartype::INT32, XPUPlace()), - pOpKernelType(vartype::FP32, XPUPlace())})}, - {"one_hot", - XPUKernelSet({pOpKernelType(vartype::INT32, XPUPlace()), - pOpKernelType(vartype::INT64, XPUPlace())})}, - {"one_hot_v2", - XPUKernelSet({pOpKernelType(vartype::INT32, XPUPlace()), - pOpKernelType(vartype::INT64, XPUPlace())})}, - {"p_norm", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"p_norm_grad", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"pad3d_grad", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"pad3d", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"pool2d_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"pool2d", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"pow", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"pow_grad", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"pow2_decay_with_linear_warmup", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"prior_box", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"range", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::INT64, XPUPlace())})}, - {"reciprocal", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"reciprocal_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"reduce_max_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"reduce_max", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"reduce_mean_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"reduce_mean", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"reduce_min", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"reduce_prod", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"reduce_sum_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"reduce_sum", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"relu6", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"relu6_grad", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"relu_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"relu", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"reshape2_grad", - XPUKernelSet({pOpKernelType(vartype::FP64, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace()), - pOpKernelType(vartype::INT64, XPUPlace()), - pOpKernelType(vartype::INT32, XPUPlace()), - pOpKernelType(vartype::BOOL, XPUPlace()), - pOpKernelType(vartype::FP32, XPUPlace())})}, - {"reshape2", - XPUKernelSet({pOpKernelType(vartype::FP64, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace()), - pOpKernelType(vartype::INT64, XPUPlace()), - pOpKernelType(vartype::INT32, XPUPlace()), - pOpKernelType(vartype::BOOL, XPUPlace()), - pOpKernelType(vartype::FP32, XPUPlace())})}, - {"resnet_unit", - XPUKernelSet({pOpKernelType(vartype::FP16, XPUPlace()), - pOpKernelType(vartype::FP32, XPUPlace())})}, - {"resnet_unit_grad", - XPUKernelSet({pOpKernelType(vartype::FP16, XPUPlace()), - pOpKernelType(vartype::FP32, XPUPlace())})}, - {"rmsprop", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"rnn", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"rnn_grad", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"roi_align", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"roi_align_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"roll", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"roll_grad", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"scale", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace()), - pOpKernelType(vartype::INT64, XPUPlace())})}, - {"scatter", - XPUKernelSet({pOpKernelType(vartype::INT64, XPUPlace()), - pOpKernelType(vartype::INT32, XPUPlace()), - pOpKernelType(vartype::FP32, XPUPlace())})}, - {"sampling_id", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP64, XPUPlace())})}, - {"sgd", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"sgd_dense_param_sparse_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"silu_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"silu", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"sigmoid_cross_entropy_with_logits_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"sigmoid_cross_entropy_with_logits", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"shape", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::INT64, XPUPlace())})}, - {"sigmoid", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"sigmoid_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"sign", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"slice_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace()), - pOpKernelType(vartype::INT32, XPUPlace())})}, - {"slice", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace()), - pOpKernelType(vartype::INT32, XPUPlace()), - pOpKernelType(vartype::INT64, XPUPlace())})}, - {"softmax", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"softmax_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"softmax_with_cross_entropy_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"softmax_with_cross_entropy", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"softplus", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"softplus_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"split", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace()), - pOpKernelType(vartype::INT32, XPUPlace())})}, - {"split_with_num", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace()), - pOpKernelType(vartype::INT32, XPUPlace())})}, - {"sqrt", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"sqrt_grad", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"square_grad", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"square", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"squeeze2_grad", - XPUKernelSet({pOpKernelType(vartype::FP64, XPUPlace()), - pOpKernelType(vartype::INT64, XPUPlace()), - pOpKernelType(vartype::INT32, XPUPlace()), - pOpKernelType(vartype::BOOL, XPUPlace()), - pOpKernelType(vartype::INT8, XPUPlace()), - pOpKernelType(vartype::UINT8, XPUPlace()), - pOpKernelType(vartype::FP32, XPUPlace())})}, - {"squeeze2", - XPUKernelSet({pOpKernelType(vartype::FP64, XPUPlace()), - pOpKernelType(vartype::INT64, XPUPlace()), - pOpKernelType(vartype::INT32, XPUPlace()), - pOpKernelType(vartype::BOOL, XPUPlace()), - pOpKernelType(vartype::INT8, XPUPlace()), - pOpKernelType(vartype::UINT8, XPUPlace()), - pOpKernelType(vartype::FP32, XPUPlace())})}, - {"squeeze_grad", - XPUKernelSet({pOpKernelType(vartype::FP64, XPUPlace()), - pOpKernelType(vartype::INT64, XPUPlace()), - pOpKernelType(vartype::INT32, XPUPlace()), - pOpKernelType(vartype::BOOL, XPUPlace()), - pOpKernelType(vartype::INT8, XPUPlace()), - pOpKernelType(vartype::UINT8, XPUPlace()), - pOpKernelType(vartype::FP32, XPUPlace())})}, - {"squeeze", - XPUKernelSet({pOpKernelType(vartype::FP64, XPUPlace()), - pOpKernelType(vartype::INT64, XPUPlace()), - pOpKernelType(vartype::INT32, XPUPlace()), - pOpKernelType(vartype::BOOL, XPUPlace()), - pOpKernelType(vartype::INT8, XPUPlace()), - pOpKernelType(vartype::UINT8, XPUPlace()), - pOpKernelType(vartype::FP32, XPUPlace())})}, - {"stack", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::INT64, XPUPlace()), - pOpKernelType(vartype::INT32, XPUPlace())})}, - {"stack_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::INT32, XPUPlace())})}, - {"strided_slice", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace()), - pOpKernelType(vartype::INT16, XPUPlace()), - pOpKernelType(vartype::INT32, XPUPlace())})}, - {"strided_slice_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace()), - pOpKernelType(vartype::INT16, XPUPlace()), - pOpKernelType(vartype::INT32, XPUPlace())})}, - {"sum", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"swish", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"swish_grad", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"tanh_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"tanh", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"temporal_shift", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"temporal_shift_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"tril_triu", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::INT32, XPUPlace())})}, - {"tril_triu_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::INT32, XPUPlace())})}, - {"tile", - XPUKernelSet({pOpKernelType(vartype::INT32, XPUPlace()), - pOpKernelType(vartype::INT64, XPUPlace()), - pOpKernelType(vartype::BOOL, XPUPlace()), - pOpKernelType(vartype::FP32, XPUPlace())})}, - {"tile_grad", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"transpose2_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"transpose2", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"transpose_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"transpose", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"truncated_gaussian_random", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"top_k", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"top_k_v2", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"update_loss_scaling", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"uniform_random", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"unsqueeze2_grad", - XPUKernelSet({pOpKernelType(vartype::FP64, XPUPlace()), - pOpKernelType(vartype::INT64, XPUPlace()), - pOpKernelType(vartype::INT32, XPUPlace()), - pOpKernelType(vartype::BOOL, XPUPlace()), - pOpKernelType(vartype::INT8, XPUPlace()), - pOpKernelType(vartype::UINT8, XPUPlace()), - pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"unsqueeze2", - XPUKernelSet({pOpKernelType(vartype::FP64, XPUPlace()), - pOpKernelType(vartype::INT64, XPUPlace()), - pOpKernelType(vartype::INT32, XPUPlace()), - pOpKernelType(vartype::BOOL, XPUPlace()), - pOpKernelType(vartype::INT8, XPUPlace()), - pOpKernelType(vartype::UINT8, XPUPlace()), - pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"unsqueeze_grad", - XPUKernelSet({pOpKernelType(vartype::FP64, XPUPlace()), - pOpKernelType(vartype::INT64, XPUPlace()), - pOpKernelType(vartype::INT32, XPUPlace()), - pOpKernelType(vartype::BOOL, XPUPlace()), - pOpKernelType(vartype::INT8, XPUPlace()), - pOpKernelType(vartype::UINT8, XPUPlace()), - pOpKernelType(vartype::FP32, XPUPlace())})}, - {"unsqueeze", - XPUKernelSet({pOpKernelType(vartype::FP64, XPUPlace()), - pOpKernelType(vartype::INT64, XPUPlace()), - pOpKernelType(vartype::INT32, XPUPlace()), - pOpKernelType(vartype::BOOL, XPUPlace()), - pOpKernelType(vartype::INT8, XPUPlace()), - pOpKernelType(vartype::UINT8, XPUPlace()), - pOpKernelType(vartype::FP32, XPUPlace())})}, - {"warpctc_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"warpctc", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"where_index", - XPUKernelSet({pOpKernelType(vartype::INT32, XPUPlace()), - pOpKernelType(vartype::BOOL, XPUPlace()), - pOpKernelType(vartype::FP32, XPUPlace())})}, - {"where", - XPUKernelSet({pOpKernelType(vartype::INT32, XPUPlace()), - pOpKernelType(vartype::INT64, XPUPlace()), - pOpKernelType(vartype::FP32, XPUPlace())})}, - - // AddMore - {"sequence_conv", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"sequence_conv_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"sequence_unpad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - // Fused op - {"resnet_basic_block_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"resnet_basic_block", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})}, - {"fused_gemm_epilogue", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"fused_gemm_epilogue_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"fused_attention", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"fused_attention_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"fused_feedforward", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - {"fused_feedforward_grad", - XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()), - pOpKernelType(vartype::FP16, XPUPlace())})}, - }; - - return s_xpu2_kernels; -} - -} // namespace platform -} // namespace paddle -#endif diff --git a/python/paddle/fluid/tests/unittests/xpu/test_sampling_id_op_xpu.py b/python/paddle/fluid/tests/unittests/xpu/test_sampling_id_op_xpu.py deleted file mode 100644 index f2425c8f860..00000000000 --- a/python/paddle/fluid/tests/unittests/xpu/test_sampling_id_op_xpu.py +++ /dev/null @@ -1,48 +0,0 @@ -# Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. - -import sys -import unittest - -import numpy as np - -sys.path.append("..") - -import paddle -import paddle.fluid as fluid - - -class TestSamplingIdShape(unittest.TestCase): - def test_shape(self): - paddle.enable_static() - x = fluid.layers.data(name='x', shape=[3], dtype='float32') - output = fluid.layers.sampling_id(x) - - place = fluid.XPUPlace(0) - exe = fluid.Executor(place=place) - exe.run(fluid.default_startup_program()) - - feed = { - 'x': np.array([[0.2, 0.3, 0.5], [0.2, 0.3, 0.4]], dtype='float32') - } - output_np = exe.run(feed=feed, fetch_list=[output])[0] - - self.assertEqual(output.shape[0], -1) - self.assertEqual(len(output.shape), 1) - self.assertEqual(output_np.shape[0], 2) - self.assertEqual(len(output_np.shape), 1) - - -if __name__ == "__main__": - unittest.main() -- GitLab