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# Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.
search test {
document test {
field document_field type tensor(d0[2]) {
indexing: attribute
}
}
constant my_constant {
file: files/constant.json
type: tensor(d0[2])
}
onnx-model my_model {
file: files/model.onnx
input first_input: attribute(document_field)
input "second/input:0": constant(my_constant)
input "third_input": my_function
output "path/to/output:0": out
}
onnx-model dynamic_model {
file: files/dynamic_model.onnx
input input: my_function
output output: my_output
}
onnx-model unbound_model {
file: files/unbound_model.onnx
input input: my_function
output output: my_output
}
rank-profile test_model_config {
function my_function() {
expression: tensor(d0[2])(1)
}
first-phase {
expression: onnx(my_model).out{d0:1}
}
}
rank-profile test_generated_model_config inherits test_model_config {
function first_input() {
expression: attribute(document_field)
}
function second_input() {
expression: constant(my_constant)
}
function third_input() {
expression: my_function()
}
first-phase {
expression: onnx("files/model.onnx", "path/to/output:1"){d0:1}
}
}
rank-profile test_summary_features {
function another_function() {
expression: tensor(d0[2])(2)
}
first-phase {
expression: 1
}
onnx-model another_model {
file: files/model.onnx
input first_input: attribute(document_field)
input "second/input:0": constant(my_constant)
input "third_input": another_function
output "path/to/output:2": out
}
summary-features {
onnx(another_model).out
onnx("files/summary_model.onnx", "path/to/output:2")
}
}
rank-profile test_dynamic_model {
function my_function() {
expression: tensor(d0[1],d1[2])(d1)
}
first-phase {
expression: onnx(dynamic_model){d0:0,d1:1}
}
}
rank-profile test_dynamic_model_2 {
function my_function_2() {
expression: tensor(d0[1],d1[3])(d1)
}
function my_function() {
expression: my_function_2()
}
first-phase {
expression: onnx(dynamic_model){d0:0,d1:2}
}
}
rank-profile test_dynamic_model_with_transformer_tokens {
function my_function() {
expression: tokenTypeIds(10, attribute(document_field), attribute(document_field))
}
first-phase {
expression: onnx(dynamic_model){d0:0,d1:1}
}
}
rank-profile test_unbound_model {
function my_function() {
expression: tensor(d0[1],d1[2])(d1)
}
first-phase {
expression: onnx(unbound_model){d0:0,d1:1}
}
}
rank-profile test_transformed_dynamic_model inherits test_dynamic_model {
first-phase {
expression: max(onnx(dynamic_model){d1:0},d0)
}
}
}
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