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get_const_tuple(attrs.padding)
get_const_tuple(attrs.strides)
get_const_tuple(attrs.dilations)
attrs.get_str("data_layout")
in ("same", "")
args.append(data_layout)
args.append(out_dtype)
topi_compute(*args)
override_native_generic_func("dilation2d_strategy")
dilation2d_strategy(attrs, inputs, out_type, target)
logger.warning("dilation2d_strategy is not optimized for this platform.")
_op.OpStrategy()
get_const_tuple(attrs.dilations)
ValueError("dilation should be positive value")
wrap_compute_dilation2d(topi.image.dilation2d_nchw)
wrap_topi_schedule(topi.generic.schedule_dilation2d_nchw)
wrap_compute_dilation2d(topi.image.dilation2d_nhwc)
wrap_topi_schedule(topi.generic.schedule_dilation2d_nhwc)
RuntimeError("Unsupported dilation2d layout {}".format(layout)
wrap_compute_dense(topi_compute)
_compute_dense(attrs, inputs, out_type)
topi_compute(inputs[0], inputs[1], None, out_dtype)
override_native_generic_func("dense_strategy")
dense_strategy(attrs, inputs, out_type, target)
logger.warning("dense is not optimized for this platform.")
_op.OpStrategy()
wrap_compute_dense(topi.nn.dense)
wrap_topi_schedule(topi.generic.schedule_dense)
wrap_compute_batch_matmul(topi_compute)
_compute_batch_matmul(attrs, inputs, out_type)
topi_compute(inputs[0], inputs[1], out_type.shape)
override_native_generic_func("batch_matmul_strategy")
batch_matmul_strategy(attrs, inputs, out_type, target)
logger.warning("batch_matmul is not optimized for this platform.")
_op.OpStrategy()
wrap_compute_batch_matmul(topi.nn.batch_matmul)
wrap_topi_schedule(topi.generic.schedule_batch_matmul)
wrap_compute_sparse_dense(topi_compute)
_compute_sparse_dense(attrs, inputs, out_type)
topi_compute(inputs[0], inputs[1], inputs[2], inputs[3], attrs["sparse_lhs"])
override_native_generic_func("sparse_dense_strategy")
sparse_dense_strategy(attrs, inputs, out_type, target)
logger.warning("sparse dense is not optimized for this platform.")
_op.OpStrategy()
wrap_compute_sparse_dense(topi.nn.sparse_dense)
wrap_topi_schedule(topi.generic.schedule_sparse_dense)
override_native_generic_func("sparse_dense_padded_strategy")
sparse_dense_padded_strategy(attrs, inputs, out_type, target)
NotImplementedError("sparse_dense_padded is only implemented for cuda")
schedule_sparse_transpose(attrs, outs, target)
topi.generic.schedule_sparse_transpose(outs)
wrap_compute_argsort(topi_compute)
_compute_argsort(attrs, inputs, _)
get_const_int(attrs.axis)
bool(get_const_int(attrs.is_ascend)
topi_compute(inputs[0], axis=axis, is_ascend=is_ascend, dtype=dtype)
override_native_generic_func("argsort_strategy")
argsort_strategy(attrs, inputs, out_type, target)
_op.OpStrategy()
wrap_compute_argsort(topi.argsort)
wrap_topi_schedule(topi.generic.schedule_argsort)
wrap_compute_topk(topi_compute)
_compute_topk(attrs, inputs, out_type)
get_const_int(attrs.axis)
bool(get_const_int(attrs.is_ascend)
topi_compute(inputs[0], k, axis, ret_type, is_ascend, dtype)
isinstance(out, list)
override_native_generic_func("topk_strategy")
topk_strategy(attrs, inputs, out_type, target)
_op.OpStrategy()
wrap_compute_topk(topi.topk)
wrap_topi_schedule(topi.generic.schedule_topk)
wrap_compute_multibox_prior(topi_compute)
_compute_multibox_prior(attrs, inputs, _)
get_float_tuple(attrs.sizes)
get_float_tuple(attrs.ratios)
get_float_tuple(attrs.steps)
get_float_tuple(attrs.offsets)
bool(get_const_int(attrs.clip)
topi_compute(inputs[0], sizes, ratios, steps, offsets, clip)
override_native_generic_func("multibox_prior_strategy")
multibox_prior_strategy(attrs, inputs, out_type, target)
_op.OpStrategy()
wrap_compute_multibox_prior(topi.vision.ssd.multibox_prior)
wrap_topi_schedule(topi.generic.schedule_multibox_prior)
wrap_compute_multibox_transform_loc(topi_compute)
_compute_multibox_transform_loc(attrs, inputs, _)
bool(get_const_int(attrs.clip)
get_const_float(attrs.threshold)
get_float_tuple(attrs.variances)
topi_compute(inputs[0], inputs[1], inputs[2], clip, threshold, variances)
override_native_generic_func("multibox_transform_loc_strategy")
multibox_transform_loc_strategy(attrs, inputs, out_type, target)
_op.OpStrategy()
wrap_compute_multibox_transform_loc(topi.vision.ssd.multibox_transform_loc)
wrap_topi_schedule(topi.generic.schedule_multibox_transform_loc)
wrap_compute_get_valid_counts(topi_compute)
_compute_get_valid_counts(attrs, inputs, out_type)
get_const_int(attrs.id_index)
get_const_int(attrs.score_index)