prompt stringlengths 94 42.6k | completion stringlengths 6 120 | api stringlengths 14 68 |
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# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2021 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | Tensor(data) | megengine.tensor.Tensor |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2021 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | Tensor(label) | megengine.tensor.Tensor |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2021 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | dist.get_rank() | megengine.distributed.get_rank |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2021 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | BatchNorm2d(20) | megengine.module.BatchNorm2d |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2021 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | BatchNorm2d(20) | megengine.module.BatchNorm2d |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2021 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | ad.GradManager() | megengine.autodiff.GradManager |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2021 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | dist.make_allreduce_cb("MEAN", dist.WORLD) | megengine.distributed.make_allreduce_cb |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2021 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | ad.GradManager() | megengine.autodiff.GradManager |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2021 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | dist.make_allreduce_cb("MEAN", dist.WORLD) | megengine.distributed.make_allreduce_cb |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2020 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | mgb.load_comp_graph_from_file(fpath) | megengine._internal.load_comp_graph_from_file |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2020 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | mgb.cgtools.get_dep_vars(outputs, "Host2DeviceCopy") | megengine._internal.cgtools.get_dep_vars |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2020 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | jit.trace(symbolic=False) | megengine.jit.trace |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2020 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | jit.trace(symbolic=True) | megengine.jit.trace |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2020 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | jit.trace(symbolic=True) | megengine.jit.trace |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2020 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | jit.trace(symbolic=True, opt_level=0) | megengine.jit.trace |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2020 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | jit.trace(symbolic=True, opt_level=1) | megengine.jit.trace |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2020 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | jit.trace(symbolic=True, profiling=True) | megengine.jit.trace |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2020 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | tensor(7) | megengine.tensor |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2020 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | jit.trace(symbolic=True) | megengine.jit.trace |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2020 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | tensor(7) | megengine.tensor |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2020 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | jit.trace(symbolic=True) | megengine.jit.trace |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2020 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | jit.trace(symbolic=True) | megengine.jit.trace |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2020 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | jit.trace(symbolic=True) | megengine.jit.trace |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2020 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | mgb.cgtools.get_inputs(out) | megengine._internal.cgtools.get_inputs |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2020 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | SublinearMemoryConfig(genetic_nr_iter=10) | megengine.jit.SublinearMemoryConfig |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2020 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | jit.trace(symbolic=True, sublinear_memory_config=config) | megengine.jit.trace |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2020 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | mgb.load_comp_graph_from_file(out) | megengine._internal.load_comp_graph_from_file |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2020 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | jit.trace(symbolic=symbolic) | megengine.jit.trace |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2020 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | mgb.load_comp_graph_from_file(out) | megengine._internal.load_comp_graph_from_file |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2020 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | mgb.opr.assert_equal(x._symvar, x._symvar + 1) | megengine._internal.opr.assert_equal |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2020 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | mgb.opr.assert_equal(x._symvar, x._symvar + 1) | megengine._internal.opr.assert_equal |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2020 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | mgb.cgtools.get_inputs(out) | megengine._internal.cgtools.get_inputs |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2020 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | M.Conv2d(3, 4, 3, 1, 1, groups=1, bias=False) | megengine.module.Conv2d |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2020 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | M.BatchNorm2d(4) | megengine.module.BatchNorm2d |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2020 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | M.ReLU() | megengine.module.ReLU |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2020 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | mgb.cgtools.get_type(inputs[0]) | megengine._internal.cgtools.get_type |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2020 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | mgb.cgtools.get_type(inputs[1]) | megengine._internal.cgtools.get_type |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2020 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | megengine.logger.get_logger() | megengine.logger.get_logger |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2020 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | data.dataset.ImageNet(args.data, train=False) | megengine.data.dataset.ImageNet |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2020 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | dist.Server(port=args.dist_port) | megengine.distributed.Server |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2020 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | megengine.load(args.model) | megengine.load |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2020 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | F.nn.cross_entropy(logits, label) | megengine.functional.nn.cross_entropy |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2020 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | F.topk_accuracy(logits, label, topk=(1, 5)) | megengine.functional.topk_accuracy |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2020 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | megengine.tensor(image, dtype="float32") | megengine.tensor |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2020 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | megengine.tensor(label, dtype="int32") | megengine.tensor |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2020 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | dist.get_rank() | megengine.distributed.get_rank |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2020 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | dist.get_world_size() | megengine.distributed.get_world_size |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2020 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | F.distributed.all_reduce_sum(loss) | megengine.functional.distributed.all_reduce_sum |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2020 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | F.distributed.all_reduce_sum(acc1) | megengine.functional.distributed.all_reduce_sum |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2020 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | F.distributed.all_reduce_sum(acc5) | megengine.functional.distributed.all_reduce_sum |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2020 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | dist.get_rank() | megengine.distributed.get_rank |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2020 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | T.Resize(256) | megengine.data.transform.Resize |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2020 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | T.CenterCrop(224) | megengine.data.transform.CenterCrop |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2020 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | T.ToMode("CHW") | megengine.data.transform.ToMode |
import math
import numpy
import megengine as mge
import megengine.module as M
import megengine.functional as F
from .layer_norm import LayerNorm
class DecoderLayer(M.Module):
"""Single decoder layer module."""
def __init__(
self,
size,
self_attn,
src_attn,
feed_forwar... | M.dropout.Dropout(dropout_rate) | megengine.module.dropout.Dropout |
import math
import numpy
import megengine as mge
import megengine.module as M
import megengine.functional as F
from .layer_norm import LayerNorm
class DecoderLayer(M.Module):
"""Single decoder layer module."""
def __init__(
self,
size,
self_attn,
src_attn,
feed_forwar... | F.concat([cache, x], axis=1) | megengine.functional.concat |
#!/usr/bin/env python3
# -*- coding:utf-8 -*-
# Copyright (c) Megvii, Inc. and its affiliates.
import argparse
from loguru import logger
import multiprocessing as mp
import megengine as mge
import megengine.distributed as dist
from yolox.core import Trainer
from yolox.exp import get_exp
from yolox.utils import confi... | mge.dtr.enable() | megengine.dtr.enable |
#!/usr/bin/env python3
# -*- coding:utf-8 -*-
# Copyright (c) Megvii, Inc. and its affiliates.
import argparse
from loguru import logger
import multiprocessing as mp
import megengine as mge
import megengine.distributed as dist
from yolox.core import Trainer
from yolox.exp import get_exp
from yolox.utils import confi... | dist.helper.get_device_count_by_fork("gpu") | megengine.distributed.helper.get_device_count_by_fork |
#!/usr/bin/env python3
# -*- coding:utf-8 -*-
# Copyright (c) Megvii, Inc. and its affiliates.
import argparse
from loguru import logger
import multiprocessing as mp
import megengine as mge
import megengine.distributed as dist
from yolox.core import Trainer
from yolox.exp import get_exp
from yolox.utils import confi... | config_async_level(args.sync_level) | megengine.core._imperative_rt.core2.config_async_level |
#!/usr/bin/env python3
# -*- coding:utf-8 -*-
# Copyright (c) Megvii, Inc. and its affiliates.
import argparse
from loguru import logger
import multiprocessing as mp
import megengine as mge
import megengine.distributed as dist
from yolox.core import Trainer
from yolox.exp import get_exp
from yolox.utils import confi... | dist.launcher(main, n_gpus=args.devices) | megengine.distributed.launcher |
import numpy as np
import megengine.functional as F
from common import se3, so3
def compute_losses(endpoints, params):
loss = {}
# compute losses
if params.loss_type == "finet":
num_iter = len(endpoints["all_pose_pair"])
triplet_loss = {}
for i in range(num_iter):
# reg... | F.mean((r_gt_euler_deg - r_pred_euler_deg)**2, axis=1) | megengine.functional.mean |
import numpy as np
import megengine.functional as F
from common import se3, so3
def compute_losses(endpoints, params):
loss = {}
# compute losses
if params.loss_type == "finet":
num_iter = len(endpoints["all_pose_pair"])
triplet_loss = {}
for i in range(num_iter):
# reg... | F.mean((t_gt - t_pred)**2, axis=1) | megengine.functional.mean |
import numpy as np
import megengine.functional as F
from common import se3, so3
def compute_losses(endpoints, params):
loss = {}
# compute losses
if params.loss_type == "finet":
num_iter = len(endpoints["all_pose_pair"])
triplet_loss = {}
for i in range(num_iter):
# reg... | F.mean(r_mse) | megengine.functional.mean |
import numpy as np
import megengine.functional as F
from common import se3, so3
def compute_losses(endpoints, params):
loss = {}
# compute losses
if params.loss_type == "finet":
num_iter = len(endpoints["all_pose_pair"])
triplet_loss = {}
for i in range(num_iter):
# reg... | F.mean(t_mse) | megengine.functional.mean |
import numpy as np
import megengine.functional as F
from common import se3, so3
def compute_losses(endpoints, params):
loss = {}
# compute losses
if params.loss_type == "finet":
num_iter = len(endpoints["all_pose_pair"])
triplet_loss = {}
for i in range(num_iter):
# reg... | F.mean(r_mae) | megengine.functional.mean |
import numpy as np
import megengine.functional as F
from common import se3, so3
def compute_losses(endpoints, params):
loss = {}
# compute losses
if params.loss_type == "finet":
num_iter = len(endpoints["all_pose_pair"])
triplet_loss = {}
for i in range(num_iter):
# reg... | F.mean(t_mae) | megengine.functional.mean |
import numpy as np
import megengine.functional as F
from common import se3, so3
def compute_losses(endpoints, params):
loss = {}
# compute losses
if params.loss_type == "finet":
num_iter = len(endpoints["all_pose_pair"])
triplet_loss = {}
for i in range(num_iter):
# reg... | F.norm(concatenated[:, :, 3], axis=-1) | megengine.functional.norm |
import numpy as np
import megengine.functional as F
from common import se3, so3
def compute_losses(endpoints, params):
loss = {}
# compute losses
if params.loss_type == "finet":
num_iter = len(endpoints["all_pose_pair"])
triplet_loss = {}
for i in range(num_iter):
# reg... | F.mean(residual_rotdeg) | megengine.functional.mean |
import numpy as np
import megengine.functional as F
from common import se3, so3
def compute_losses(endpoints, params):
loss = {}
# compute losses
if params.loss_type == "finet":
num_iter = len(endpoints["all_pose_pair"])
triplet_loss = {}
for i in range(num_iter):
# reg... | F.mean(residual_transmag) | megengine.functional.mean |
import numpy as np
import megengine.functional as F
from common import se3, so3
def compute_losses(endpoints, params):
loss = {}
# compute losses
if params.loss_type == "finet":
num_iter = len(endpoints["all_pose_pair"])
triplet_loss = {}
for i in range(num_iter):
# reg... | F.abs(r_gt_euler_deg - r_pred_euler_deg) | megengine.functional.abs |
import numpy as np
import megengine.functional as F
from common import se3, so3
def compute_losses(endpoints, params):
loss = {}
# compute losses
if params.loss_type == "finet":
num_iter = len(endpoints["all_pose_pair"])
triplet_loss = {}
for i in range(num_iter):
# reg... | F.abs(t_gt - t_pred) | megengine.functional.abs |
import numpy as np
import megengine.functional as F
from common import se3, so3
def compute_losses(endpoints, params):
loss = {}
# compute losses
if params.loss_type == "finet":
num_iter = len(endpoints["all_pose_pair"])
triplet_loss = {}
for i in range(num_iter):
# reg... | F.concat(total_losses) | megengine.functional.concat |
import numpy as np
import megengine.functional as F
from common import se3, so3
def compute_losses(endpoints, params):
loss = {}
# compute losses
if params.loss_type == "finet":
num_iter = len(endpoints["all_pose_pair"])
triplet_loss = {}
for i in range(num_iter):
# reg... | F.nn.l1_loss(pose_pair[0][:, :4], pose_pair[1][:, :4]) | megengine.functional.nn.l1_loss |
import numpy as np
import megengine.functional as F
from common import se3, so3
def compute_losses(endpoints, params):
loss = {}
# compute losses
if params.loss_type == "finet":
num_iter = len(endpoints["all_pose_pair"])
triplet_loss = {}
for i in range(num_iter):
# reg... | F.nn.square_loss(pose_pair[0][:, 4:], pose_pair[1][:, 4:]) | megengine.functional.nn.square_loss |
import numpy as np
import megengine.functional as F
from common import se3, so3
def compute_losses(endpoints, params):
loss = {}
# compute losses
if params.loss_type == "finet":
num_iter = len(endpoints["all_pose_pair"])
triplet_loss = {}
for i in range(num_iter):
# reg... | F.nn.square_loss(all_t_feats[0], all_t_feats[1]) | megengine.functional.nn.square_loss |
import numpy as np
import megengine.functional as F
from common import se3, so3
def compute_losses(endpoints, params):
loss = {}
# compute losses
if params.loss_type == "finet":
num_iter = len(endpoints["all_pose_pair"])
triplet_loss = {}
for i in range(num_iter):
# reg... | F.nn.square_loss(all_R_feats[0], all_R_feats[1]) | megengine.functional.nn.square_loss |
import numpy as np
import megengine.functional as F
from common import se3, so3
def compute_losses(endpoints, params):
loss = {}
# compute losses
if params.loss_type == "finet":
num_iter = len(endpoints["all_pose_pair"])
triplet_loss = {}
for i in range(num_iter):
# reg... | F.nn.square_loss(all_R_feats[0], all_R_feats[2]) | megengine.functional.nn.square_loss |
import numpy as np
import megengine.functional as F
from common import se3, so3
def compute_losses(endpoints, params):
loss = {}
# compute losses
if params.loss_type == "finet":
num_iter = len(endpoints["all_pose_pair"])
triplet_loss = {}
for i in range(num_iter):
# reg... | F.nn.square_loss(all_t_feats[0], all_t_feats[2]) | megengine.functional.nn.square_loss |
import numpy as np
import megengine.functional as F
from common import se3, so3
def compute_losses(endpoints, params):
loss = {}
# compute losses
if params.loss_type == "finet":
num_iter = len(endpoints["all_pose_pair"])
triplet_loss = {}
for i in range(num_iter):
# reg... | F.nn.square_loss(all_dropout_R_feats[0], all_dropout_R_feats[1]) | megengine.functional.nn.square_loss |
import numpy as np
import megengine.functional as F
from common import se3, so3
def compute_losses(endpoints, params):
loss = {}
# compute losses
if params.loss_type == "finet":
num_iter = len(endpoints["all_pose_pair"])
triplet_loss = {}
for i in range(num_iter):
# reg... | F.nn.square_loss(all_dropout_R_feats[2], all_dropout_R_feats[3]) | megengine.functional.nn.square_loss |
import numpy as np
import megengine.functional as F
from common import se3, so3
def compute_losses(endpoints, params):
loss = {}
# compute losses
if params.loss_type == "finet":
num_iter = len(endpoints["all_pose_pair"])
triplet_loss = {}
for i in range(num_iter):
# reg... | F.nn.square_loss(all_dropout_t_feats[0], all_dropout_t_feats[1]) | megengine.functional.nn.square_loss |
import numpy as np
import megengine.functional as F
from common import se3, so3
def compute_losses(endpoints, params):
loss = {}
# compute losses
if params.loss_type == "finet":
num_iter = len(endpoints["all_pose_pair"])
triplet_loss = {}
for i in range(num_iter):
# reg... | F.nn.square_loss(all_dropout_t_feats[2], all_dropout_t_feats[3]) | megengine.functional.nn.square_loss |
import numpy as np
import megengine.functional as F
from common import se3, so3
def compute_losses(endpoints, params):
loss = {}
# compute losses
if params.loss_type == "finet":
num_iter = len(endpoints["all_pose_pair"])
triplet_loss = {}
for i in range(num_iter):
# reg... | F.clip(0.5 * (rot_trace - 1), -1.0, 1.0) | megengine.functional.clip |
import numpy as np
import megengine.functional as F
from common import se3, so3
def compute_losses(endpoints, params):
loss = {}
# compute losses
if params.loss_type == "finet":
num_iter = len(endpoints["all_pose_pair"])
triplet_loss = {}
for i in range(num_iter):
# reg... | F.clip(-R_feats_neg + params.margin[i], lower=0.0) | megengine.functional.clip |
import numpy as np
import megengine.functional as F
from common import se3, so3
def compute_losses(endpoints, params):
loss = {}
# compute losses
if params.loss_type == "finet":
num_iter = len(endpoints["all_pose_pair"])
triplet_loss = {}
for i in range(num_iter):
# reg... | F.clip(-t_feats_neg + params.margin[i], lower=0.0) | megengine.functional.clip |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2021 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | dist.launcher(n_gpus=2) | megengine.distributed.launcher |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2021 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | dist.launcher(n_gpus=2) | megengine.distributed.launcher |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2021 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | dist.launcher(n_gpus=2) | megengine.distributed.launcher |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2021 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | dist.launcher(n_gpus=2) | megengine.distributed.launcher |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2021 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | dist.get_rank() | megengine.distributed.get_rank |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2021 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | tensor(data[rank]) | megengine.tensor |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2021 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | dist.get_rank() | megengine.distributed.get_rank |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2021 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | tensor(data[rank]) | megengine.tensor |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2021 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | dist.get_rank() | megengine.distributed.get_rank |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2021 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | tensor(data[rank]) | megengine.tensor |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2021 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | dist.get_rank() | megengine.distributed.get_rank |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2021 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | tensor(data[rank]) | megengine.tensor |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2021 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | all_gather(inp, axis=axis) | megengine.distributed.functional.all_gather |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2021 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | trace(symbolic=symbolic) | megengine.jit.trace |
# -*- coding: utf-8 -*-
# MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
#
# Copyright (c) 2014-2021 Megvii Inc. All rights reserved.
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT ARRANTI... | reduce_scatter_sum(inp, axis=axis) | megengine.distributed.functional.reduce_scatter_sum |
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