torch.nn.functional.adaptive_avg_pool2d |
mindspore.ops.adaptive_avg_pool2d |
一致 |
torch.nn.functional.adaptive_avg_pool3d |
mindspore.ops.adaptive_avg_pool3d |
一致 |
torch.nn.functional.adaptive_max_pool1d |
mindspore.ops.adaptive_max_pool1d |
差异对比 |
torch.nn.functional.adaptive_max_pool2d |
mindspore.ops.adaptive_max_pool2d |
一致 |
torch.nn.functional.affine_grid |
mindspore.ops.affine_grid |
一致 |
torch.nn.functional.avg_pool1d |
mindspore.ops.avg_pool1d |
功能一致,参数名不同 |
torch.nn.functional.avg_pool2d |
mindspore.ops.avg_pool2d |
功能一致,参数名不同 |
torch.nn.functional.avg_pool3d |
mindspore.ops.avg_pool3d |
功能一致,参数名不同 |
torch.nn.functional.batch_norm |
mindspore.ops.batch_norm |
一致 |
torch.nn.functional.binary_cross_entropy |
mindspore.ops.binary_cross_entropy |
差异对比 |
torch.nn.functional.binary_cross_entropy_with_logits |
mindspore.ops.binary_cross_entropy_with_logits |
功能一致,默认值不同 |
torch.nn.functional.conv1d |
mindspore.ops.conv1d |
一致 |
torch.nn.functional.conv2d |
mindspore.ops.conv2d |
一致 |
torch.nn.functional.conv3d |
mindspore.ops.conv3d |
一致 |
torch.nn.functional.cosine_embedding_loss |
mindspore.ops.cosine_embedding_loss |
一致 |
torch.nn.functional.cosine_similarity |
mindspore.ops.cosine_similarity |
一致 |
torch.nn.functional.cross_entropy |
mindspore.ops.cross_entropy |
一致 |
torch.nn.functional.ctc_loss |
mindspore.ops.ctc_loss |
一致 |
torch.nn.functional.dropout |
mindspore.ops.dropout |
一致 |
torch.nn.functional.dropout2d |
mindspore.ops.dropout2d |
功能一致,数据类型不同 |
torch.nn.functional.dropout3d |
mindspore.ops.dropout3d |
功能一致,数据类型不同 |
torch.nn.functional.elu |
mindspore.ops.elu |
差异对比 |
torch.nn.functional.fold |
mindspore.ops.fold |
差异对比 |
torch.nn.functional.gelu |
mindspore.ops.gelu |
差异对比 |
torch.nn.functional.glu |
mindspore.ops.glu |
功能一致,参数名不同 |
torch.nn.functional.grid_sample |
mindspore.ops.grid_sample |
差异对比 |
torch.nn.functional.gumbel_softmax |
mindspore.ops.gumbel_softmax |
一致 |
torch.nn.functional.hardshrink |
mindspore.ops.hardshrink |
功能一致,参数名不同 |
torch.nn.functional.hardsigmoid |
mindspore.ops.hardsigmoid |
一致 |
torch.nn.functional.hardswish |
mindspore.ops.hardswish |
功能一致,参数名不同 |
torch.nn.functional.hardtanh |
mindspore.ops.hardtanh |
一致 |
torch.nn.functional.hinge_embedding_loss |
mindspore.ops.hinge_embedding_loss |
一致 |
torch.nn.functional.interpolate |
mindspore.ops.interpolate |
差异对比 |
torch.nn.functional.kl_div |
mindspore.ops.kl_div |
差异对比 |
torch.nn.functional.l1_loss |
mindspore.ops.l1_loss |
一致 |
torch.nn.functional.leaky_relu |
mindspore.ops.leaky_relu |
差异对比 |
torch.nn.functional.logsigmoid |
mindspore.ops.logsigmoid |
功能一致,参数名不同 |
torch.nn.functional.log_softmax |
mindspore.ops.log_softmax |
差异对比 |
torch.nn.functional.lp_pool1d |
mindspore.ops.lp_pool1d |
功能一致,参数名不同 |
torch.nn.functional.lp_pool2d |
mindspore.ops.lp_pool2d |
功能一致,参数名不同 |
torch.nn.functional.margin_ranking_loss |
mindspore.ops.margin_ranking_loss |
一致 |
torch.nn.functional.max_pool3d |
mindspore.ops.max_pool3d |
一致 |
torch.nn.functional.max_unpool1d |
mindspore.ops.max_unpool1d |
一致 |
torch.nn.functional.max_unpool2d |
mindspore.ops.max_unpool2d |
一致 |
torch.nn.functional.max_unpool3d |
mindspore.ops.max_unpool3d |
一致 |
torch.nn.functional.mse_loss |
mindspore.ops.mse_loss |
一致 |
torch.nn.functional.multi_margin_loss |
mindspore.ops.multi_margin_loss |
一致 |
torch.nn.functional.multilabel_margin_loss |
mindspore.ops.multilabel_margin_loss |
一致 |
torch.nn.functional.multilabel_soft_margin_loss |
mindspore.ops.multilabel_soft_margin_loss |
一致 |
torch.nn.functional.nll_loss |
mindspore.ops.nll_loss |
一致 |
torch.nn.functional.pad |
mindspore.ops.pad |
差异对比 |
torch.nn.functional.pdist |
mindspore.ops.pdist |
一致 |
torch.nn.functional.pixel_shuffle |
mindspore.ops.pixel_shuffle |
一致 |
torch.nn.functional.pixel_unshuffle |
mindspore.ops.pixel_unshuffle |
一致 |
torch.nn.functional.prelu |
mindspore.ops.prelu |
功能一致,参数名不同 |
torch.nn.functional.relu |
mindspore.ops.relu |
功能一致,参数名不同 |
torch.nn.functional.relu6 |
mindspore.ops.relu6 |
功能一致,参数名不同 |
torch.nn.functional.rrelu |
mindspore.ops.rrelu |
功能一致,参数名不同 |
torch.nn.functional.selu |
mindspore.ops.selu |
功能一致,参数名不同 |
torch.nn.functional.sigmoid |
mindspore.ops.sigmoid |
功能一致,参数名不同 |
torch.nn.functional.silu |
mindspore.ops.silu |
功能一致,参数名不同 |
torch.nn.functional.softmax |
mindspore.ops.softmax |
差异对比 |
torch.nn.functional.softmin |
mindspore.ops.softmin |
差异对比 |
torch.nn.functional.softsign |
mindspore.ops.softsign |
功能一致,参数名不同 |
torch.nn.functional.smooth_l1_loss |
mindspore.ops.smooth_l1_loss |
一致 |
torch.nn.functional.soft_margin_loss |
mindspore.nn.SoftMarginLoss |
差异对比 |
torch.nn.functional.softshrink |
mindspore.ops.softshrink |
功能一致,参数名不同 |
torch.nn.functional.tanh |
mindspore.ops.tanh |
功能一致,参数名不同 |
torch.nn.functional.tanhshrink |
mindspore.ops.tanhshrink |
一致 |
torch.nn.functional.threshold |
mindspore.ops.threshold |
功能一致,参数名不同 |
torch.nn.functional.triplet_margin_loss |
mindspore.ops.triplet_margin_loss |
差异对比 |
torch.nn.functional.upsample |
mindspore.ops.upsample |
差异对比 |